harmonise folder structure of the Python script

- add requisite spatial data and survey data

Author: sampoves

thesis_data_analysis.py

@@ -31,27 +31,24 @@
 import random
 
 # Working directories
-wd = r"C:\Sampon\Maantiede\Master of the Universe"
-script_wd = r"C:\Sampon\Maantiede\Master of the Universe/python"
+wd = r"C:\Sampon\Maantiede\Master of the Universe\python"
 
 # Survey data file paths
-records_data = r"leaflet_survey_results\records.csv"
-visitors_data = r"leaflet_survey_results\visitors.csv"
+records_data = r"thesis_data_python\records.csv"
+visitors_data = r"thesis_data_python\visitors.csv"
 
 # Spatial data paths
-grid_path = r"python\MetropAccess_YKR_grid_EurefFIN.shp"
-resarea_path = r"python\paavo\pno_dissolve.shp"
-postal_path = r"python\paavo\2019\pno_tilasto_2019.shp"
-ykr_path = r"yhdyskuntarakenteenvyoh17\YKRVyohykkeet2017.shp"
-artificial_path = r"clc2018_fi20m\clc2018_level1_dissolve.shp"
-ttm_path = r"HelsinkiTravelTimeMatrix2018\{0}xxx\travel_times_to_ {1}.txt"
+grid_path = r"thesis_data_python\MetropAccess_YKR_grid_EurefFIN.shp"
+resarea_path = r"thesis_data_python\pno_dissolve.shp"
+postal_path = r"thesis_data_python\pno_tilasto_2019.shp"
+ykr_path = r"thesis_data_python\YKRVyohykkeet2017.shp"
+artificial_path = r"thesis_data_python\clc2018_level1_dissolve.shp"
 
 # Import functions and lists of zipcodes. Has to be done after inserting 
 # os.chdir()
-os.chdir(script_wd)
+os.chdir(wd)
 from thesis_data_analysis_funcs import *
 from thesis_data_zipcodes import *
-os.chdir(wd)
 
 
 
@@ -567,8 +564,8 @@
 
 # Calculate jenks breaks for "artificial". Use breaks to reclassify values
 # in records. We will use code created by GitHub user Drewda. We will 
-# generate the breaks with postal, so that postal code values are not 
-# repeated over and over in the calculation.
+# generate the breaks with "postal", so that repeated rows of "records.artificial" 
+# do not interfere with class breaks calculations.
 breaks = getJenksBreaks(postal.artificial.tolist(), 5)
 
 # See the breaks on plot
@@ -595,6 +592,9 @@
                                                 "Fully built",
                                                 "novalue"))))))))).tolist()
 
+# Get amount of artificial classes for thesis
+#records.groupby("zipcode").first().groupby("artificial").size()
+
 
 
 ### B) YKR zones

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.dbf

@@ -0,0 +1 @@
+PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.prj

@@ -0,0 +1,3 @@
+<?xml version="1.0"?>
+<!--<!DOCTYPE metadata SYSTEM "http://www.esri.com/metadata/esriprof80.dtd">-->
+<metadata xml:lang="fi"><Esri><CreaDate>20140131</CreaDate><CreaTime>14415000</CreaTime><SyncOnce>TRUE</SyncOnce><DataProperties><lineage><Process ToolSource="G:\Program Files (x86)\ArcGIS\ArcToolbox\Toolboxes\Conversion Tools.tbx\RasterToPolygon" Date="20120828" Time="145831">RasterToPolygon r250_rast W:\gis_user\eerolaka\ruudut\EUREF\r250_polygon.shp NO_SIMPLIFY Value</Process><Process ToolSource="c:\program files (x86)\arcgis\desktop10.0\ArcToolbox\Toolboxes\Data Management Tools.tbx\Project" Date="20130610" Time="134334">Project C:\HY-Data\PSAARSAL\documents\Massa-ajot_Xavi\ykr_pk.shp C:\HY-Data\PSAARSAL\documents\temp\ykr_pk_Project.dbf PROJCS['Finland_Zone_2',GEOGCS['GCS_KKJ',DATUM['D_KKJ',SPHEROID['International_1924',6378388.0,297.0]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Gauss_Kruger'],PARAMETER['False_Easting',2500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',24.0],PARAMETER['Scale_Factor',1.0],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]] KKJ_To_EUREF_FIN #</Process><Process ToolSource="C:\Program Files (x86)\ArcGIS\Desktop10.0\ArcToolbox\Toolboxes\Data Management Tools.tbx\CalculateField" Date="20130814" Time="134834">CalculateField massa_origins ID_orig [ID] VB #</Process><Process ToolSource="C:\Program Files (x86)\ArcGIS\Desktop10.0\ArcToolbox\Toolboxes\Data Management Tools.tbx\CalculateField" Date="20130814" Time="134900">CalculateField massa_origins ID_orig [ID] VB #</Process><Process ToolSource="c:\program files (x86)\arcgis\desktop10.0\ArcToolbox\Toolboxes\Data Management Tools.tbx\Project" Date="20140131" Time="133146">Project massa_origins P:\h510\metropaccess\Henkilokohtaiset_kansiot\Perttu\Megamassa-ajo\massa_ruudut.shp PROJCS['Finland_Zone_3',GEOGCS['GCS_KKJ',DATUM['D_KKJ',SPHEROID['International_1924',6378388.0,297.0]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Gauss_Kruger'],PARAMETER['False_Easting',3500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',27.0],PARAMETER['Scale_Factor',1.0],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]] # PROJCS['Finland_Zone_2',GEOGCS['GCS_KKJ',DATUM['D_KKJ',SPHEROID['International_1924',6378388.0,297.0]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Gauss_Kruger'],PARAMETER['False_Easting',2500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',24.0],PARAMETER['Scale_Factor',1.0],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]]</Process><Process ToolSource="c:\program files (x86)\arcgis\desktop10.1\ArcToolbox\Toolboxes\Data Management Tools.tbx\Project" Date="20140131" Time="144151">Project MetropAccess_YKR_grid_WGS84 C:\HY-Data\HENTENKA\Python\MassaAjoNiputus\ShapeFileet\MetropAccess_YKR_grid_EurefFIN.shp PROJCS['EUREF_FIN_TM35FIN',GEOGCS['GCS_EUREF_FIN',DATUM['D_ETRS_1989',SPHEROID['GRS_1980',6378137.0,298.257222101]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Transverse_Mercator'],PARAMETER['False_Easting',500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',27.0],PARAMETER['Scale_Factor',0.9996],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]] EUREF_FIN_To_WGS_1984 GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433],METADATA['World',-180.0,-90.0,180.0,90.0,0.0,0.0174532925199433,0.0,1262]]</Process><Process ToolSource="c:\program files (x86)\arcgis\desktop10.1\ArcToolbox\Toolboxes\Data Management Tools.tbx\CalculateField" Date="20140203" Time="104517">CalculateField MetropAccess_YKR_grid_EurefFIN YKR_ID [ID_orig] VB #</Process><Process ToolSource="c:\program files (x86)\arcgis\desktop10.1\ArcToolbox\Toolboxes\Data Management Tools.tbx\CalculateField" Date="20140203" Time="104551">CalculateField MetropAccess_YKR_grid_EurefFIN YKR_ID [ID_orig] VB #</Process></lineage></DataProperties><ArcGISFormat>1.0</ArcGISFormat></Esri></metadata>

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.sbn

@@ -0,0 +1 @@
+UTF-8

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.sbx

@@ -0,0 +1 @@
+PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.shp

@@ -0,0 +1 @@
+1252

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.shp.xml

@@ -0,0 +1 @@
+PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]

thesis_data_python/MetropAccess_YKR_grid_EurefFIN.shx

@@ -0,0 +1 @@
+ISO-8859-1

thesis_data_python/YKRVyohykkeet2017.cpg

@@ -0,0 +1 @@
+PROJCS["ETRS89_TM35FIN_E_N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137,298.257222101]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",27],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["Meter",1]]

thesis_data_python/YKRVyohykkeet2017.dbf

@@ -0,0 +1 @@
+UTF-8

thesis_data_python/YKRVyohykkeet2017.prj

@@ -0,0 +1 @@
+PROJCS["ETRS89_TM35FIN_E_N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137,298.257222101]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",27],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["Meter",1]]