clean data

Author: actions-user

cleaned data/afl_fixture_cleaned.csv

@@ -1,3 +1,3 @@
 "","round.name","utcStartTime","local_time","home.team.name","away.team.name","venue.name","venue.location","venue.timezone","Next_round_weather"
-"1","Semi Finals",2025-09-12 09:40:00,"2025-09-12 19:10:00","Adelaide","Hawthorn","Adelaide Oval","Adelaide","Australia/Adelaide","OVERCAST"
+"1","Semi Finals",2025-09-12 09:40:00,"2025-09-12 19:10:00","Adelaide","Hawthorn","Adelaide Oval","Adelaide","Australia/Adelaide","CLEAR_NIGHT"
 "2","Semi Finals",2025-09-13 09:35:00,"2025-09-13 19:05:00","Brisbane Lions","Gold Coast","Gabba","Brisbane","Australia/Brisbane","OVERCAST"

cleaned data/afl_team_stats_cleaned.csv

@@ -1,5 +1,5 @@
 "Team","kicks","handballs","disposals","marks","bounces","tackles","contestedPossessions","uncontestedPossessions","totalPossessions","inside50s","marksInside50","contestedMarks","hitouts","onePercenters","disposalEfficiency","clangers","freesAgainst","rebound50s","turnovers","intercepts","tacklesInside50","metresGained","clearances.centreClearances","clearances.stoppageClearances","clearances.totalClearances","extendedStats.effectiveKicks","extendedStats.kickEfficiency","extendedStats.kickToHandballRatio","extendedStats.effectiveDisposals","extendedStats.marksOnLead","extendedStats.interceptMarks","extendedStats.contestedPossessionRate","extendedStats.hitoutsToAdvantage","extendedStats.hitoutWinPercentage","extendedStats.hitoutToAdvantageRate","extendedStats.groundBallGets","extendedStats.f50GroundBallGets","extendedStats.scoreLaunches","extendedStats.pressureActs","extendedStats.defHalfPressureActs","extendedStats.spoils","extendedStats.ruckContests","extendedStats.contestDefOneOnOnes","extendedStats.contestDefLosses","extendedStats.contestDefLossPercentage","extendedStats.contestOffOneOnOnes","extendedStats.contestOffWins","extendedStats.contestOffWinsPercentage","Elo"
-"Adelaide",216.799532436806,120.201034095882,337.000566532687,86.482700438789,3.83636399084062,64.6213155142477,136.222886669155,191.639197208778,327.862083877933,50.3980242194738,11.5639705263403,11.0422398206348,46.936108176999,44.852102917968,1593.63298745607,60.5884669351298,19.5365236209652,42.0604360016564,62.7255129920706,65.9923439157521,9.09851005369361,5407.99736391941,11.2010036470713,24.8123684951533,36.0133721422245,120.909876863862,1270.8684775755,52.9333847320238,203.737309977711,5.09217279057685,13.581227023844,834.31161271973,12.0911482107552,88.0098183398203,44.9104979369301,81.8426570719219,12.7872050184357,20.3413081624954,250.401046823701,118.598958060695,30.7159180096252,101.285491850604,9.70747039406781,1.56554337606005,88.9826681260515,8.12931144137373,2.74805803318697,169.734177029781,1580.85465252361
+"Adelaide",173.435327434266,96.1569999632805,269.592327397547,69.1843712270082,3.069070615191,51.6945203968779,108.974900024747,153.306179892662,262.281079917409,40.3171080258225,9.25101222976487,8.83348436873123,37.5488865015376,35.8808849043304,1274.84940201941,48.4695936370218,15.6287818518036,33.6477053843534,50.1785686884728,52.7922313898964,7.27823462629973,4326.28283251126,8.96048188063565,19.849310094561,28.8097919751967,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1580.85465252361
 "Brisbane Lions",229.198200523137,141.929197292816,371.127397815953,103.395201786804,2.84078869965589,59.4297964576869,128.737805234655,231.910671163152,360.648476397807,55.1426933621248,10.7174865379395,7.7347040031466,60.7042747010293,45.5199501153322,1638.24614357995,52.8011233874316,16.9876969594444,40.9378513770745,55.445668077382,52.5699827069027,10.9770983903721,4983.95037430461,11.2156830185036,27.4656570058106,38.6813400243142,95.7505017094303,960.754648719423,25.6746499253805,191.617898425384,5.8994025554145,6.2885568268529,632.823041959681,14.0830718416019,86.1373564257841,47.684834746938,70.3800684528092,14.3426180421864,18.5061130429376,208.241144251915,89.7107057388971,14.3289103200649,147.244270077712,3.43825548148975,0.803387449464058,48.8647971637297,7.37435909866254,1.79251933759089,99.0819603898388,1610.03787929132
 "Gold Coast",199.890619640799,170.869776308424,370.760395949223,78.4461623114136,9.80956003139993,60.5175740990724,137.302899078488,224.839920795684,362.142819874172,56.984180402413,13.6988247138566,10.1004801624423,46.8764726522344,44.395973123606,1703.32725094845,59.4756621495433,22.5254074863196,40.5464603362287,61.0671176448465,63.8370752542354,10.9429287611359,6340.19792862475,13.0325829486895,27.5401524543131,40.5727354030027,128.234219542202,1433.77739338411,37.888038530051,253.598842093703,8.6140796126106,12.4793222859181,796.203314837846,0.566158718044317,24.3904267513563,17.5142367849634,81.8361298987864,14.3375445436563,22.1706792493658,237.110815666345,109.437249282585,30.2050102438388,13.5296044955341,11.2850961602917,3.31521215857248,172.748226591714,10.7612797023918,2.38703985859756,124.361466921455,1551.32586235784
-"Hawthorn",215.679392730289,165.381317161217,381.060709891507,83.499385673585,9.39345921157658,61.6076929555503,139.37373376168,231.455745739589,370.829479501269,53.8403820151625,12.5690837670989,9.50830310370371,43.5328677884217,46.5952262159441,1661.94660841075,60.3762842501703,18.4807473668014,46.9705770649725,68.2165010134812,72.9228249964595,10.833900547512,6474.7638555566,11.5406594059665,27.4682632975554,39.0089227035219,136.437341429485,1443.81104820831,39.6906515965067,273.395522020769,7.21250098624242,18.3377792706872,904.99475940739,11.1561952625111,105.252537233796,51.9777944245457,95.6541144495709,16.60488311203,24.5918645291056,276.512240554441,142.723635935584,32.9309508969629,109.488302436811,11.2871882210837,2.5606020777014,135.449542231607,10.8933792985394,2.83809712745318,180.752973155939,1573.66232055218
+"Hawthorn",172.538553759999,132.300364543544,304.838918303543,66.7976559105255,7.51471759224813,49.2829341667683,111.495686161847,185.158227575679,296.653913737526,43.0707396630858,10.0552454272654,7.6066003111186,34.8262934627732,37.2756227887928,1329.49521317534,48.2996549908349,14.7842960268019,37.5761253132029,54.5711617491016,58.3373252553236,8.6661605906753,5179.66934810515,9.23221838575734,21.9739718422086,31.2061902279659,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1573.66232055218