{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Data gemeenteraadsverkiezingen 2022 Nederland\n", "\n", "Dit notebook is voor het verwerken van de data van de gemeenteraadsverkiezingen van 2022. Er zal hier stap voor stap door de data gelopen worden om het proces reproduceerbaar te maken voor latere verkiezingen. De eerste stap was de data ophalen van de bronnen, zowel de overheid als waar is mijn stemlokaal (voor geografische data van de stemlokalen). De bronnen gebruikt voor de data zijn voor de verkiezingen van 2022 is als volgt:\n", "\n", "- [Verkiezingsuitslagen Gemeenteraad 2022](https://data.overheid.nl/dataset/08b04bec-3332-4c76-bb0c-68bfaeb5df43)\n", " - [Directe link naar uitslagen per gemeente CSV](https://data.overheid.nl/sites/default/files/dataset/08b04bec-3332-4c76-bb0c-68bfaeb5df43/resources/GR2022_2022-03-29T15.14.zip)\n", " - [Directe link naar kandidatenlijst met uitslagen CSV](https://data.overheid.nl/sites/default/files/dataset/08b04bec-3332-4c76-bb0c-68bfaeb5df43/resources/GR2022_alle-kandidaten_2022-02-22T08.34.csv)\n", "- [Waar is mijn stemlokaal stembureau data](https://waarismijnstemlokaal.nl/data)\n", " - [Directe link naar waar is mijn stemlokaal gemeenteraad 2022 CSV (CKAN)](https://ckan.dataplatform.nl/datastore/dump/d6a1b4c4-73c8-457b-9b75-a38428bded68)\n", " - [Verkiezingsuitslagen gemeenteraadsverkiezingen 2022 geodata (Volkskrant)](https://data.openstate.eu/dataset/verkiezingsuitslagen-gemeenteraadsverkiezingen-2022)\n", " - [Directe link naar GEOJSON bestand](https://data.openstate.eu/dataset/a1767f1b-bf0c-409b-b3b1-3af9954b57f4/resource/413be255-5070-48f4-b631-895097976abb/download/2022gr.geo.json)\n", "- [CBS Wijk- en buurtkaart 2021](https://www.cbs.nl/nl-nl/dossier/nederland-regionaal/geografische-data/wijk-en-buurtkaart-2021)\n", " - [Directe link naar zip bestand met SHP bestand er in](https://www.cbs.nl/-/media/cbs/dossiers/nederland-regionaal/wijk-en-buurtstatistieken/wijkbuurtkaart_2021_v1.zip)\n", "- [CBS bevolkingsdichtheid kaart 100 bij 100 meter](https://www.cbs.nl/nl-nl/dossier/nederland-regionaal/geografische-data/kaart-van-100-meter-bij-100-meter-met-statistieken)\n", " - [Directe link naar 7z bestand met SHP bestand er in](https://www.cbs.nl/-/media/cbs/dossiers/nederland-regionaal/vierkanten/100/nl_vierkant_100meter_bij_100meter.7z)\n", "- [CBS bevolkingsdichtheid kaart 500 bij 500 meter](https://www.cbs.nl/nl-nl/dossier/nederland-regionaal/geografische-data/kaart-van-500-meter-bij-500-meter-met-statistieken)\n", " - [Directe link naar 7z bestand met SHP bestand er in](https://www.cbs.nl/-/media/cbs/dossiers/nederland-regionaal/vierkanten/500/2021-cbs_vk500_2020_v1.zip)\n", "\n", "De eerste stap die we moeten maken is de data importeren voor de analyse, daarna kunnen we kijken hoe goed de data is, hoe we het aan kunnen vullen, en wat er mee te doen. De makkelijkste structuur die we vonden was het geojson bestand van open state en de Volkskrant, daar staan alle stemlokalen al in een lijst, en we hebben een makkelijk framework om het te importeren; geopandas. We laden deze dan ook als eerste in." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lillian/.local/lib/python3.9/site-packages/fiona/collection.py:208: FeatureWarning: Empty field name at index 61\n", " self._schema = self.session.get_schema()\n", "/home/lillian/anaconda3/lib/python3.9/site-packages/geopandas/geodataframe.py:600: UserWarning: Empty field name at index 61\n", " for feature in features_lst:\n" ] } ], "source": [ "import pandas as pd\n", "import geopandas as gpd\n", "\n", "crs = {'init':'EPSG:4326'}\n", "df_geojson = gpd.read_file(r'../data/2022gr.geo.json', crs=crs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We importeren nu de gemeente shapefile kaart van het CBS, om de overlay van onze stemlokalen eroverheen te kunnen doen. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nl_map = gpd.read_file(r'../data/shape/Netherlands_shapefile/gemeente_2021_v1.shp')\n", "nl_map.to_crs(epsg=4326).plot()\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " GM_CODE GM_NAAM H2O OAD STED BEV_DICHTH AANT_INW \\\n", "0 GM0034 Almere JA -99999999 -99999999 -99999999 -99999999 \n", "1 GM0050 Zeewolde JA -99999999 -99999999 -99999999 -99999999 \n", "2 GM0060 Ameland JA -99999999 -99999999 -99999999 -99999999 \n", "3 GM0072 Harlingen JA -99999999 -99999999 -99999999 -99999999 \n", "4 GM0088 Schiermonnikoog JA -99999999 -99999999 -99999999 -99999999 \n", ".. ... ... ... ... ... ... ... \n", "430 GM1966 Het Hogeland NEE 414 5 99 47834 \n", "431 GM1969 Westerkwartier NEE 476 5 176 63678 \n", "432 GM1970 Noardeast-Fryslân NEE 463 5 120 45481 \n", "433 GM1978 Molenlanden NEE 393 5 243 44130 \n", "434 GM1979 Eemsdelta NEE 692 4 170 45587 \n", "\n", " AANT_MAN AANT_VROUW P_00_14_JR ... P_TURKIJE P_OVER_NW OPP_TOT \\\n", "0 -99999999 -99999999 -99999999 ... -99999999 -99999999 -99999999 \n", "1 -99999999 -99999999 -99999999 ... -99999999 -99999999 -99999999 \n", "2 -99999999 -99999999 -99999999 ... -99999999 -99999999 -99999999 \n", "3 -99999999 -99999999 -99999999 ... -99999999 -99999999 -99999999 \n", "4 -99999999 -99999999 -99999999 ... -99999999 -99999999 -99999999 \n", ".. ... ... ... ... ... ... ... \n", "430 24052 23782 15 ... 0 3 90308 \n", "431 32034 31644 17 ... 0 3 36887 \n", "432 22879 22602 17 ... 0 2 51645 \n", "433 22317 21813 18 ... 0 2 19158 \n", "434 22841 22746 14 ... 2 5 36407 \n", "\n", " OPP_LAND OPP_WATER JRSTATCODE JAAR Shape_Leng Shape_Area \\\n", "0 -99999999 -99999999 2021GM0034 2021 122665.358635 1.095623e+08 \n", "1 -99999999 -99999999 2021GM0050 2021 83290.773617 1.633050e+07 \n", "2 -99999999 -99999999 2021GM0060 2021 156406.894023 2.085914e+08 \n", "3 -99999999 -99999999 2021GM0072 2021 104274.683035 3.618323e+08 \n", "4 -99999999 -99999999 2021GM0088 2021 152568.858991 1.624101e+08 \n", ".. ... ... ... ... ... ... \n", "430 48249 42059 2021GM1966 2021 321301.166576 4.875998e+08 \n", "431 36269 618 2021GM1969 2021 99030.762281 3.688457e+08 \n", "432 37783 13862 2021GM1970 2021 238426.959926 3.837930e+08 \n", "433 18173 986 2021GM1978 2021 88570.376691 1.915841e+08 \n", "434 26789 9618 2021GM1979 2021 173966.493452 2.727771e+08 \n", "\n", " geometry \n", "0 MULTIPOLYGON (((150213.998 479503.726, 150087.... \n", "1 MULTIPOLYGON (((170588.413 486792.192, 170570.... \n", "2 POLYGON ((196000.000 610000.000, 196000.000 60... \n", "3 MULTIPOLYGON (((158392.775 580357.500, 158387.... \n", "4 POLYGON ((219000.000 616567.418, 219000.000 61... \n", ".. ... \n", "430 MULTIPOLYGON (((217037.735 601967.991, 217043.... \n", "431 POLYGON ((215186.661 595044.495, 215190.788 59... \n", "432 MULTIPOLYGON (((207769.575 603284.528, 207773.... \n", "433 POLYGON ((123569.533 440132.167, 123576.153 44... \n", "434 MULTIPOLYGON (((269190.000 594253.046, 269190.... \n", "\n", "[435 rows x 38 columns]\n" ] } ], "source": [ "print(nl_map)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(figsize = (10,10))\n", "nl_map.to_crs(epsg=4326).plot(ax=ax, color='lightgrey')\n", "df_geojson.plot(ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We hebben hier een probleem dat sommige punten de coördinaten 0,0 hebben, dit is niet iets wat we willen weergeven. Laten we eerst kijken waarom dit het geval is in de data voordat we het er helemaal uithalen." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stembureau 32\n", "Adres \n", "Locatie SB32\n", "description Stembureau Mobiel Stembureau 1\n", "Geldige stemmen 99\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 2520, Length: 973, dtype: object\n", "Stembureau 33\n", "Adres \n", "Locatie SB33\n", "description Stembureau Mobiel Stembureau 2\n", "Geldige stemmen 115\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 2521, Length: 973, dtype: object\n", "Stembureau 157\n", "Adres \n", "Locatie SB157\n", "description Stembureau Stembureau Stembus\n", "Geldige stemmen 72\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 2918, Length: 973, dtype: object\n", "Stembureau 171\n", "Adres \n", "Locatie SB171\n", "description Stembureau Stembureau Stembureau op locatie al...\n", "Geldige stemmen 174\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 3579, Length: 973, dtype: object\n", "Stembureau 172\n", "Adres \n", "Locatie SB172\n", "description Stembureau Stembureau Stembureau op locatie al...\n", "Geldige stemmen 66\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 3580, Length: 973, dtype: object\n", "Stembureau 173\n", "Adres \n", "Locatie SB173\n", "description Stembureau Stembureau Stembureau op locatie al...\n", "Geldige stemmen 162\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 3581, Length: 973, dtype: object\n", "Stembureau 174\n", "Adres \n", "Locatie SB174\n", "description Stembureau Stembureau Stembureau op locatie al...\n", "Geldige stemmen 65\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 3582, Length: 973, dtype: object\n", "Stembureau 175\n", "Adres \n", "Locatie SB175\n", "description Stembureau Stembureau Stembureau op locatie al...\n", "Geldige stemmen 121\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 3583, Length: 973, dtype: object\n", "Stembureau 39\n", "Adres \n", "Locatie SB39\n", "description Stembureau Mobiel stembureau met beperkte toeg...\n", "Geldige stemmen 56\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 5494, Length: 973, dtype: object\n", "Stembureau 34\n", "Adres \n", "Locatie SB34\n", "description Stembureau Stembureau Mobiel stembureau verzor...\n", "Geldige stemmen 119\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 5784, Length: 973, dtype: object\n", "Stembureau 35\n", "Adres \n", "Locatie SB35\n", "description Stembureau Stembureau Mobiel stembureau verzor...\n", "Geldige stemmen 151\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 5785, Length: 973, dtype: object\n", "Stembureau 11\n", "Adres \n", "Locatie SB11\n", "description Stembureau Mobiel stembureau Ommedijk\n", "Geldige stemmen 14\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 6260, Length: 973, dtype: object\n", "Stembureau 12\n", "Adres \n", "Locatie SB12\n", "description Stembureau Mobiel stembureau Van Alphenstaete ...\n", "Geldige stemmen 68\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 6261, Length: 973, dtype: object\n", "Stembureau 70\n", "Adres \n", "Locatie SB70\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 34\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 6738, Length: 973, dtype: object\n", "Stembureau 71\n", "Adres \n", "Locatie SB71\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 43\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 6739, Length: 973, dtype: object\n", "Stembureau 699\n", "Adres \n", "Locatie SB699\n", "description Stembureau Stembureau Mobiel stembureau\n", "Geldige stemmen 59\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 6863, Length: 973, dtype: object\n", "Stembureau 32\n", "Adres \n", "Locatie SB32\n", "description Stembureau Mobielstembureau\n", "Geldige stemmen 63\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7348, Length: 973, dtype: object\n", "Stembureau 90\n", "Adres \n", "Locatie SB90\n", "description Stembureau Roll and Vote\n", "Geldige stemmen 339\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7364, Length: 973, dtype: object\n", "Stembureau 19\n", "Adres \n", "Locatie SB19\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 77\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7857, Length: 973, dtype: object\n", "Stembureau 1428\n", "Adres \n", "Locatie SB1428\n", "description Stembureau Drive-thru parkeerplaats Rusheuvel 1\n", "Geldige stemmen 163\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7912, Length: 973, dtype: object\n", "Stembureau 1437\n", "Adres \n", "Locatie SB1437\n", "description Stembureau Drive-thru parkeerplaats Rusheuvel 2\n", "Geldige stemmen 239\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7913, Length: 973, dtype: object\n", "Stembureau 1528\n", "Adres \n", "Locatie SB1528\n", "description Stembureau Drive-thru parkeerplaats Rusheuvel 1\n", "Geldige stemmen 323\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7923, Length: 973, dtype: object\n", "Stembureau 1537\n", "Adres \n", "Locatie SB1537\n", "description Stembureau Drive-thru parkeerplaats Rusheuvel 2\n", "Geldige stemmen 208\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7924, Length: 973, dtype: object\n", "Stembureau 1541\n", "Adres \n", "Locatie SB1541\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 125\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7926, Length: 973, dtype: object\n", "Stembureau 200\n", "Adres \n", "Locatie SB200\n", "description Stembureau Mobiel stembureau Ma\n", "Geldige stemmen 30\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7958, Length: 973, dtype: object\n", "Stembureau 201\n", "Adres \n", "Locatie SB201\n", "description Stembureau Mobiel stembureau Di\n", "Geldige stemmen 30\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7959, Length: 973, dtype: object\n", "Stembureau 202\n", "Adres \n", "Locatie SB202\n", "description Stembureau Mobiel stembureau Woe\n", "Geldige stemmen 44\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 7960, Length: 973, dtype: object\n", "Stembureau 30\n", "Adres \n", "Locatie SB30\n", "description Stembureau Stembureau voor de telling stembure...\n", "Geldige stemmen 2004\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8108, Length: 973, dtype: object\n", "Stembureau 40\n", "Adres \n", "Locatie SB40\n", "description Stembureau Stembureau voor de telling stembure...\n", "Geldige stemmen 2953\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8109, Length: 973, dtype: object\n", "Stembureau 990\n", "Adres \n", "Locatie SB990\n", "description Stembureau Mobiel stembureau (meerdere plaatsen)\n", "Geldige stemmen 47\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8161, Length: 973, dtype: object\n", "Stembureau 991\n", "Adres \n", "Locatie SB991\n", "description Stembureau Mobiel stembureau (meerdere plaatsen)\n", "Geldige stemmen 70\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8162, Length: 973, dtype: object\n", "Stembureau 992\n", "Adres \n", "Locatie SB992\n", "description Stembureau Mobiel stembureau (meerdere plaatsen)\n", "Geldige stemmen 39\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8163, Length: 973, dtype: object\n", "Stembureau 17\n", "Adres \n", "Locatie SB17\n", "description Stembureau Mobiel Stembureau dinsdag\n", "Geldige stemmen 115\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 8318, Length: 973, dtype: object\n", "Stembureau 228\n", "Adres \n", "Locatie SB228\n", "description Stembureau Stembureau Drive-in\n", "Geldige stemmen 80\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9093, Length: 973, dtype: object\n", "Stembureau 30\n", "Adres \n", "Locatie SB30\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 25\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9151, Length: 973, dtype: object\n", "Stembureau 31\n", "Adres \n", "Locatie SB31\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 8\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9152, Length: 973, dtype: object\n", "Stembureau 32\n", "Adres \n", "Locatie SB32\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 24\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9153, Length: 973, dtype: object\n", "Stembureau 76\n", "Adres \n", "Locatie SB76\n", "description Stembureau Rondvaartboot Toerist VI\n", "Geldige stemmen 148\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9661, Length: 973, dtype: object\n", "Stembureau 68\n", "Adres \n", "Locatie SB68\n", "description Stembureau Drive Inn (evenemententerrein Het L...\n", "Geldige stemmen 285\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 9853, Length: 973, dtype: object\n", "Stembureau 14\n", "Adres \n", "Locatie SB14\n", "description Stembureau Mobiel Stembureau\n", "Geldige stemmen 24\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10427, Length: 973, dtype: object\n", "Stembureau 18\n", "Adres \n", "Locatie SB18\n", "description Stembureau Mobiel stembureau\n", "Geldige stemmen 50\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10431, Length: 973, dtype: object\n", "Stembureau 23\n", "Adres \n", "Locatie SB23\n", "description Stembureau Stembureau Mobiel: Wkp Zout Veere\n", "Geldige stemmen 55\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10497, Length: 973, dtype: object\n", "Stembureau 24\n", "Adres \n", "Locatie SB24\n", "description Stembureau Stembureau Mobiel: Okp Dom\n", "Geldige stemmen 35\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10498, Length: 973, dtype: object\n", "Stembureau 115\n", "Adres \n", "Locatie SB115\n", "description Stembureau Tent Nijverheidslaan\n", "Geldige stemmen 258\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10525, Length: 973, dtype: object\n", "Stembureau 116\n", "Adres \n", "Locatie SB116\n", "description Stembureau Tent Nijverheidslaan\n", "Geldige stemmen 377\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10526, Length: 973, dtype: object\n", "Stembureau 117\n", "Adres \n", "Locatie SB117\n", "description Stembureau Tent Peter Benenson park\n", "Geldige stemmen 285\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10527, Length: 973, dtype: object\n", "Stembureau 118\n", "Adres \n", "Locatie SB118\n", "description Stembureau Tent Peter Benenson park\n", "Geldige stemmen 329\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10528, Length: 973, dtype: object\n", "Stembureau 310\n", "Adres \n", "Locatie SB310\n", "description Stembureau Mobiel Bijzonder stembureau 1\n", "Geldige stemmen 26\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10623, Length: 973, dtype: object\n", "Stembureau 311\n", "Adres \n", "Locatie SB311\n", "description Stembureau Mobiel Bijzonder stembureau 2\n", "Geldige stemmen 55\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10624, Length: 973, dtype: object\n", "Stembureau 88\n", "Adres \n", "Locatie SB88\n", "description Stembureau Mobiel stembureau 1\n", "Geldige stemmen 78\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10894, Length: 973, dtype: object\n", "Stembureau 89\n", "Adres \n", "Locatie SB89\n", "description Stembureau Mobiel stembureau 2\n", "Geldige stemmen 35\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 10895, Length: 973, dtype: object\n", "Stembureau 31\n", "Adres \n", "Locatie SB31\n", "description Stembureau Stembureau Mobiel Stembureau\n", "Geldige stemmen 32\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 11032, Length: 973, dtype: object\n", "Stembureau 0\n", "Adres \n", "Locatie SB0\n", "description Stembureau -\n", "Geldige stemmen 0\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 11101, Length: 973, dtype: object\n", "Stembureau 132\n", "Adres \n", "Locatie SB132\n", "description Stembureau Stembureau IJsselhallen drive thoug...\n", "Geldige stemmen 52\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12038, Length: 973, dtype: object\n", "Stembureau 133\n", "Adres \n", "Locatie SB133\n", "description Stembureau Stembureau IJsselhallen drive throu...\n", "Geldige stemmen 48\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12039, Length: 973, dtype: object\n", "Stembureau 232\n", "Adres \n", "Locatie SB232\n", "description Stembureau Stembureau IJsselhallen drive thoug...\n", "Geldige stemmen 113\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12053, Length: 973, dtype: object\n", "Stembureau 233\n", "Adres \n", "Locatie SB233\n", "description Stembureau Stembureau IJsselhallen drive throu...\n", "Geldige stemmen 73\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12054, Length: 973, dtype: object\n", "Stembureau 358\n", "Adres \n", "Locatie SB358\n", "description Stembureau Stembureau Mobiel stembureau 1\n", "Geldige stemmen 70\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12118, Length: 973, dtype: object\n", "Stembureau 359\n", "Adres \n", "Locatie SB359\n", "description Stembureau Stembureau Mobiel stembureau 2\n", "Geldige stemmen 169\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12119, Length: 973, dtype: object\n", "Stembureau 360\n", "Adres \n", "Locatie SB360\n", "description Stembureau Stembureau Mobiel stembureau 3\n", "Geldige stemmen 89\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12120, Length: 973, dtype: object\n", "Stembureau 361\n", "Adres \n", "Locatie SB361\n", "description Stembureau Stembureau Mobiel stembureau 4\n", "Geldige stemmen 36\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie NaN\n", "RAADSGROEPERING ''BOSCH-BELANG'' NaN\n", "gewoon ge-DREVEN NaN\n", "VOOR Den Bosch Joep Gersjes NaN\n", "geometry POINT (0 0)\n", "Name: 12121, Length: 973, dtype: object\n", "Stembureau 114\n", "Adres \n", "Locatie SB114\n", "description Stembureau Stembureau Mobiel stembureau (beper...\n", "Geldige stemmen 109\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie 11.0\n", "RAADSGROEPERING ''BOSCH-BELANG'' 8.0\n", "gewoon ge-DREVEN 0.0\n", "VOOR Den Bosch Joep Gersjes 1.0\n", "geometry POINT (0 0)\n", "Name: 12504, Length: 973, dtype: object\n", "Stembureau 115\n", "Adres \n", "Locatie SB115\n", "description Stembureau Stembureau Mobiel Stembureau (beper...\n", "Geldige stemmen 80\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie 9.0\n", "RAADSGROEPERING ''BOSCH-BELANG'' 5.0\n", "gewoon ge-DREVEN 0.0\n", "VOOR Den Bosch Joep Gersjes 3.0\n", "geometry POINT (0 0)\n", "Name: 12505, Length: 973, dtype: object\n", "Stembureau 116\n", "Adres \n", "Locatie SB116\n", "description Stembureau Stembureau Mobiel Stembureau (beper...\n", "Geldige stemmen 119\n", " ... \n", "\"Leefbaar 's-Hertogenbosch\" Paul Kagie 3.0\n", "RAADSGROEPERING ''BOSCH-BELANG'' 3.0\n", "gewoon ge-DREVEN 20.0\n", "VOOR Den Bosch Joep Gersjes 3.0\n", "geometry POINT (0 0)\n", "Name: 12506, Length: 973, dtype: object\n" ] } ], "source": [ "for index, row in df_geojson.iterrows():\n", " if (row.geometry.centroid.x == 0.00000):\n", " print(row)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Het zijn dus duidelijk allemaal mobiele stemlokalen, die kunnen we in een aparte dataset houden voor later, voor nu zijn ze onbelangrijk voor de kaartweergave, laten we de dataset dus opsplitsen in drie dataframes, de originele, één frame zonder de mobiele stemlokalen, en de mobiele stemlokalen alleen." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_4594/291552514.py:3: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " mobiel_mask = df_geojson['geometry'].centroid.x == 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2520\n", "2521\n", "2918\n", "3579\n", "3580\n", "3581\n", "3582\n", "3583\n", "5494\n", "5784\n", "5785\n", "6260\n", "6261\n", "6738\n", "6739\n", "6863\n", "7348\n", "7364\n", "7857\n", "7912\n", "7913\n", "7923\n", "7924\n", "7926\n", "7958\n", "7959\n", "7960\n", "8108\n", "8109\n", "8161\n", "8162\n", "8163\n", "8318\n", "9093\n", "9151\n", "9152\n", "9153\n", "9661\n", "9853\n", "10427\n", "10431\n", "10497\n", "10498\n", "10525\n", "10526\n", "10527\n", "10528\n", "10623\n", "10624\n", "10894\n", "10895\n", "11032\n", "11101\n", "12038\n", "12039\n", "12053\n", "12054\n", "12118\n", "12119\n", "12120\n", "12121\n", "12504\n", "12505\n", "12506\n" ] } ], "source": [ "#de waarschuwing over de projectie die niet klopt kan genegeerd worden, we zoeken naar data die x = 0 is, de projectie gaat geen effect hebben op die data in Nederland\n", "#filter de data en print welke waardes 0 hebben op x\n", "mobiel_mask = df_geojson['geometry'].centroid.x == 0\n", "i = 0\n", "for item in mobiel_mask:\n", " if item:\n", " print(i)\n", " i = i + 1" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Stembureau Adres Locatie \\\n", "0 1 9461BH SB1 \n", "1 2 9461DA SB2 \n", "2 3 9461JA SB3 \n", "3 4 9451KD SB4 \n", "4 6 9454PL SB6 \n", "... ... ... ... \n", "12591 703 5391AR SB703 \n", "12592 705 5391AR SB705 \n", "12593 750 5382KE SB750 \n", "12594 751 5382KE SB751 \n", "12595 752 5283KE SB752 \n", "\n", " description Geldige stemmen \\\n", "0 Stembureau Gemeentehuis Gieten (postcode: 9461... 784 \n", "1 Stembureau OBS Gieten (postcode: 9461 DA) 562 \n", "2 Stembureau Zorgcentrum Dekelhem (postcode: 946... 566 \n", "3 Stembureau Ontmoetingscentrum Boerhorn Rolde (... 1495 \n", "4 Stembureau Dropshuis de Eekhof (postcode: 9454... 347 \n", "... ... ... \n", "12591 Stembureau Stembureau Gemeenschapshuis de Meen... 268 \n", "12592 Stembureau Stembureau Gemeenschapshuis De Meen... 398 \n", "12593 Stembureau Stembureau Gemeenschapshuis 't Zijl... 663 \n", "12594 Stembureau Stembureau Gemeenschapshuis 't Zijl... 170 \n", "12595 Stembureau Stembureau Gemeenschapshuis 't Zijl... 222 \n", "\n", " Opgeroepen Ongeldig Blanco Geldige stempassen \\\n", "0 2780 3 3 700 \n", "1 1396 0 0 518 \n", "2 1409 2 2 516 \n", "3 2209 2 4 1335 \n", "4 477 0 2 298 \n", "... ... ... ... ... \n", "12591 0 0 1 237 \n", "12592 0 1 0 359 \n", "12593 2321 2 0 552 \n", "12594 0 0 0 151 \n", "12595 0 0 0 193 \n", "\n", " Geldige volmachtbewijzen ... \\\n", "0 90 ... \n", "1 44 ... \n", "2 54 ... \n", "3 166 ... \n", "4 51 ... \n", "... ... ... \n", "12591 32 ... \n", "12592 40 ... \n", "12593 113 ... \n", "12594 19 ... \n", "12595 29 ... \n", "\n", " Nationale Bond tegen Overheidszaken - DH Haags Belang INL Den Haag \\\n", "0 NaN NaN NaN \n", "1 NaN NaN NaN \n", "2 NaN NaN NaN \n", "3 NaN NaN NaN \n", "4 NaN NaN NaN \n", "... ... ... ... \n", "12591 NaN NaN NaN \n", "12592 NaN NaN NaN \n", "12593 NaN NaN NaN \n", "12594 NaN NaN NaN \n", "12595 NaN NaN NaN \n", "\n", " Rosmalens Belang De Bossche Groenen \\\n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "12591 105.0 2.0 \n", "12592 174.0 6.0 \n", "12593 47.0 19.0 \n", "12594 8.0 11.0 \n", "12595 10.0 2.0 \n", "\n", " \"Leefbaar 's-Hertogenbosch\" Paul Kagie \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 NaN \n", "... ... \n", "12591 6.0 \n", "12592 2.0 \n", "12593 53.0 \n", "12594 13.0 \n", "12595 22.0 \n", "\n", " RAADSGROEPERING ''BOSCH-BELANG'' gewoon ge-DREVEN \\\n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "12591 0.0 33.0 \n", "12592 3.0 31.0 \n", "12593 2.0 62.0 \n", "12594 1.0 22.0 \n", "12595 2.0 28.0 \n", "\n", " VOOR Den Bosch Joep Gersjes geometry \n", "0 NaN POINT (6.75899 53.00524) \n", "1 NaN POINT (6.75990 52.99975) \n", "2 NaN POINT (6.76600 53.00494) \n", "3 NaN POINT (6.64736 52.98281) \n", "4 NaN POINT (6.60459 52.95269) \n", "... ... ... \n", "12591 0.0 POINT (5.43290 51.72810) \n", "12592 2.0 POINT (5.43290 51.72810) \n", "12593 5.0 POINT (5.45919 51.70595) \n", "12594 1.0 POINT (5.45919 51.70595) \n", "12595 0.0 POINT (5.45919 51.70595) \n", "\n", "[12532 rows x 973 columns]\n" ] } ], "source": [ "df_geojson_clean = df_geojson[~mobiel_mask]\n", "df_geojson_mobiel = df_geojson[mobiel_mask]\n", "print(df_geojson_clean)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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StembureauAdresLocatiedescriptionGeldige stemmenOpgeroepenOngeldigBlancoGeldige stempassenGeldige volmachtbewijzen...Nationale Bond tegen Overheidszaken - DHHaags BelangINL Den HaagRosmalens BelangDe Bossche Groenen\"Leefbaar 's-Hertogenbosch\" Paul KagieRAADSGROEPERING ''BOSCH-BELANG''gewoon ge-DREVENVOOR Den Bosch Joep Gersjesgeometry
019461BHSB1Stembureau Gemeentehuis Gieten (postcode: 9461...78427803370090...NaNNaNNaNNaNNaNNaNNaNNaNNaNPOINT (6.75899 53.00524)
129461DASB2Stembureau OBS Gieten (postcode: 9461 DA)56213960051844...NaNNaNNaNNaNNaNNaNNaNNaNNaNPOINT (6.75990 52.99975)
239461JASB3Stembureau Zorgcentrum Dekelhem (postcode: 946...56614092251654...NaNNaNNaNNaNNaNNaNNaNNaNNaNPOINT (6.76600 53.00494)
349451KDSB4Stembureau Ontmoetingscentrum Boerhorn Rolde (...14952209241335166...NaNNaNNaNNaNNaNNaNNaNNaNNaNPOINT (6.64736 52.98281)
469454PLSB6Stembureau Dropshuis de Eekhof (postcode: 9454...3474770229851...NaNNaNNaNNaNNaNNaNNaNNaNNaNPOINT (6.60459 52.95269)
..................................................................
125917035391ARSB703Stembureau Stembureau Gemeenschapshuis de Meen...26800123732...NaNNaNNaN105.02.06.00.033.00.0POINT (5.43290 51.72810)
125927055391ARSB705Stembureau Stembureau Gemeenschapshuis De Meen...39801035940...NaNNaNNaN174.06.02.03.031.02.0POINT (5.43290 51.72810)
125937505382KESB750Stembureau Stembureau Gemeenschapshuis 't Zijl...663232120552113...NaNNaNNaN47.019.053.02.062.05.0POINT (5.45919 51.70595)
125947515382KESB751Stembureau Stembureau Gemeenschapshuis 't Zijl...17000015119...NaNNaNNaN8.011.013.01.022.01.0POINT (5.45919 51.70595)
125957525283KESB752Stembureau Stembureau Gemeenschapshuis 't Zijl...22200019329...NaNNaNNaN10.02.022.02.028.00.0POINT (5.45919 51.70595)
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12416 rows × 973 columns

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" ], "text/plain": [ " Stembureau Adres Locatie \\\n", "0 1 9461BH SB1 \n", "1 2 9461DA SB2 \n", "2 3 9461JA SB3 \n", "3 4 9451KD SB4 \n", "4 6 9454PL SB6 \n", "... ... ... ... \n", "12591 703 5391AR SB703 \n", "12592 705 5391AR SB705 \n", "12593 750 5382KE SB750 \n", "12594 751 5382KE SB751 \n", "12595 752 5283KE SB752 \n", "\n", " description Geldige stemmen \\\n", "0 Stembureau Gemeentehuis Gieten (postcode: 9461... 784 \n", "1 Stembureau OBS Gieten (postcode: 9461 DA) 562 \n", "2 Stembureau Zorgcentrum Dekelhem (postcode: 946... 566 \n", "3 Stembureau Ontmoetingscentrum Boerhorn Rolde (... 1495 \n", "4 Stembureau Dropshuis de Eekhof (postcode: 9454... 347 \n", "... ... ... \n", "12591 Stembureau Stembureau Gemeenschapshuis de Meen... 268 \n", "12592 Stembureau Stembureau Gemeenschapshuis De Meen... 398 \n", "12593 Stembureau Stembureau Gemeenschapshuis 't Zijl... 663 \n", "12594 Stembureau Stembureau Gemeenschapshuis 't Zijl... 170 \n", "12595 Stembureau Stembureau Gemeenschapshuis 't Zijl... 222 \n", "\n", " Opgeroepen Ongeldig Blanco Geldige stempassen \\\n", "0 2780 3 3 700 \n", "1 1396 0 0 518 \n", "2 1409 2 2 516 \n", "3 2209 2 4 1335 \n", "4 477 0 2 298 \n", "... ... ... ... ... \n", "12591 0 0 1 237 \n", "12592 0 1 0 359 \n", "12593 2321 2 0 552 \n", "12594 0 0 0 151 \n", "12595 0 0 0 193 \n", "\n", " Geldige volmachtbewijzen ... \\\n", "0 90 ... \n", "1 44 ... \n", "2 54 ... \n", "3 166 ... \n", "4 51 ... \n", "... ... ... \n", "12591 32 ... \n", "12592 40 ... \n", "12593 113 ... \n", "12594 19 ... \n", "12595 29 ... \n", "\n", " Nationale Bond tegen Overheidszaken - DH Haags Belang INL Den Haag \\\n", "0 NaN NaN NaN \n", "1 NaN NaN NaN \n", "2 NaN NaN NaN \n", "3 NaN NaN NaN \n", "4 NaN NaN NaN \n", "... ... ... ... \n", "12591 NaN NaN NaN \n", "12592 NaN NaN NaN \n", "12593 NaN NaN NaN \n", "12594 NaN NaN NaN \n", "12595 NaN NaN NaN \n", "\n", " Rosmalens Belang De Bossche Groenen \\\n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "12591 105.0 2.0 \n", "12592 174.0 6.0 \n", "12593 47.0 19.0 \n", "12594 8.0 11.0 \n", "12595 10.0 2.0 \n", "\n", " \"Leefbaar 's-Hertogenbosch\" Paul Kagie \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 NaN \n", "... ... \n", "12591 6.0 \n", "12592 2.0 \n", "12593 53.0 \n", "12594 13.0 \n", "12595 22.0 \n", "\n", " RAADSGROEPERING ''BOSCH-BELANG'' gewoon ge-DREVEN \\\n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "12591 0.0 33.0 \n", "12592 3.0 31.0 \n", "12593 2.0 62.0 \n", "12594 1.0 22.0 \n", "12595 2.0 28.0 \n", "\n", " VOOR Den Bosch Joep Gersjes geometry \n", "0 NaN POINT (6.75899 53.00524) \n", "1 NaN POINT (6.75990 52.99975) \n", "2 NaN POINT (6.76600 53.00494) \n", "3 NaN POINT (6.64736 52.98281) \n", "4 NaN POINT (6.60459 52.95269) \n", "... ... ... \n", "12591 0.0 POINT (5.43290 51.72810) \n", "12592 2.0 POINT (5.43290 51.72810) \n", "12593 5.0 POINT (5.45919 51.70595) \n", "12594 1.0 POINT (5.45919 51.70595) \n", "12595 0.0 POINT (5.45919 51.70595) \n", "\n", "[12416 rows x 973 columns]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#let's also check if none fell through the cracks, it might be some mobile polls did actually have a location posted erroneously.\n", "mobiel_mask_name = df_geojson_clean['description'].str.contains('Mobiel')\n", "df_geojson_clean = df_geojson_clean[~mobiel_mask_name]\n", "df_geojson_clean" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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_idGemeenteCBS gemeentecodeNummer stembureauNaam stembureauGebruiksdoel van het gebouwWebsite locatieWijknaamCBS wijknummerBuurtnaam...Visuele hulpmiddelenGehandicaptentoiletKieskring IDHoofdstembureauTellocatieContactgegevens gemeenteVerkiezingswebsite gemeenteVerkiezingenIDUUID
01ValkenswaardGM08581Zorgcentrum Kempenhofgezondheidszorgfunctiehttps://www.valkenhof.nl/NaNNaNNaN...leesloepjaValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160093a612b2151fa4ab491b9e331355e6258
12ValkenswaardGM08582Buurtgebouw De HorizonbijeenkomstfunctieNaNNaNNaNNaN...leesloepNaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160099a01d765af0a467ea37f08d92db114ba
23ValkenswaardGM08583Speeltuin GeenhovenbijeenkomstfunctieNaNNaNNaNNaN...leesloepNaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009fc5869d33fbc4b06be659149fa615f4c
34ValkenswaardGM08584Ontmoetingscentrum De zoete invalbijeenkomstfunctieNaNNaNNaNNaN...leesloepNaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160094427cc0b39e040ba8f75c333f19d66f0
45ValkenswaardGM08585Gymnastiekzaal 't GegraafsportfunctieNaNNaNNaNNaN...leesloepNaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009a893bb9add324ce29769f1c39afcc48d
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923638711PuttenGM02733Nieuwe Kerkbijeenkomstfunctiehttps://www.hervormdputten.nl/NaNNaNNaN...leesloepjaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160095ce3ef64ced64343b09f03a95d09d275
923738712PuttenGM027310Sporthal de Meeuwensportfunctiehttps://www.kvdemeeuwen.nl/NaNNaNNaN...leesloepNaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600903b7138951f1475b9ca8328ee7365491
923838713PuttenGM02738School de Pelikaanonderwijsfunctiehttps://www.pcbdepelikaan.nl/NaNNaNNaN...leesloepNaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600925eb2c3d547a420094ee2f691e8bd383
923938714PuttenGM027313De Samaritaanbijeenkomstfunctie,gezondheidszorgfunctiehttps://www.desamaritaanputten.nl/NaNNaNNaN...leesloepjaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160098bc3926806a74105a593e6a133b1306f
924038715PuttenGM02736Verenigingsgebouw Stenenkamerbijeenkomstfunctiehttps://verenigingsgebouwsteenenkamer.jouwweb.nl/NaNNaNNaN...leesloepNaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus20220316009609fd2e24c5b40b394174a84f7ca91af
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9241 rows × 39 columns

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" ], "text/plain": [ " _id Gemeente CBS gemeentecode Nummer stembureau \\\n", "0 1 Valkenswaard GM0858 1 \n", "1 2 Valkenswaard GM0858 2 \n", "2 3 Valkenswaard GM0858 3 \n", "3 4 Valkenswaard GM0858 4 \n", "4 5 Valkenswaard GM0858 5 \n", "... ... ... ... ... \n", "9236 38711 Putten GM0273 3 \n", "9237 38712 Putten GM0273 10 \n", "9238 38713 Putten GM0273 8 \n", "9239 38714 Putten GM0273 13 \n", "9240 38715 Putten GM0273 6 \n", "\n", " Naam stembureau \\\n", "0 Zorgcentrum Kempenhof \n", "1 Buurtgebouw De Horizon \n", "2 Speeltuin Geenhoven \n", "3 Ontmoetingscentrum De zoete inval \n", "4 Gymnastiekzaal 't Gegraaf \n", "... ... \n", "9236 Nieuwe Kerk \n", "9237 Sporthal de Meeuwen \n", "9238 School de Pelikaan \n", "9239 De Samaritaan \n", "9240 Verenigingsgebouw Stenenkamer \n", "\n", " Gebruiksdoel van het gebouw \\\n", "0 gezondheidszorgfunctie \n", "1 bijeenkomstfunctie \n", "2 bijeenkomstfunctie \n", "3 bijeenkomstfunctie \n", "4 sportfunctie \n", "... ... \n", "9236 bijeenkomstfunctie \n", "9237 sportfunctie \n", "9238 onderwijsfunctie \n", "9239 bijeenkomstfunctie,gezondheidszorgfunctie \n", "9240 bijeenkomstfunctie \n", "\n", " Website locatie Wijknaam \\\n", "0 https://www.valkenhof.nl/ NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "9236 https://www.hervormdputten.nl/ NaN \n", "9237 https://www.kvdemeeuwen.nl/ NaN \n", "9238 https://www.pcbdepelikaan.nl/ NaN \n", "9239 https://www.desamaritaanputten.nl/ NaN \n", "9240 https://verenigingsgebouwsteenenkamer.jouwweb.nl/ NaN \n", "\n", " CBS wijknummer Buurtnaam ... Visuele hulpmiddelen \\\n", "0 NaN NaN ... leesloep \n", "1 NaN NaN ... leesloep \n", "2 NaN NaN ... leesloep \n", "3 NaN NaN ... leesloep \n", "4 NaN NaN ... leesloep \n", "... ... ... ... ... \n", "9236 NaN NaN ... leesloep \n", "9237 NaN NaN ... leesloep \n", "9238 NaN NaN ... leesloep \n", "9239 NaN NaN ... leesloep \n", "9240 NaN NaN ... leesloep \n", "\n", " Gehandicaptentoilet Kieskring ID Hoofdstembureau Tellocatie \\\n", "0 ja Valkenswaard Valkenswaard NaN \n", "1 NaN Valkenswaard Valkenswaard NaN \n", "2 NaN Valkenswaard Valkenswaard NaN \n", "3 NaN Valkenswaard Valkenswaard NaN \n", "4 NaN Valkenswaard Valkenswaard NaN \n", "... ... ... ... ... \n", "9236 ja Putten Putten ja \n", "9237 NaN Putten Putten ja \n", "9238 NaN Putten Putten ja \n", "9239 ja Putten Putten ja \n", "9240 NaN Putten Putten ja \n", "\n", " Contactgegevens gemeente Verkiezingswebsite gemeente \\\n", "0 verkiezingen@valkenswaard.nl http://www.valkenswaard.nl/verkiezingen \n", "1 verkiezingen@valkenswaard.nl http://www.valkenswaard.nl/verkiezingen \n", "2 verkiezingen@valkenswaard.nl http://www.valkenswaard.nl/verkiezingen \n", "3 verkiezingen@valkenswaard.nl http://www.valkenswaard.nl/verkiezingen \n", "4 verkiezingen@valkenswaard.nl http://www.valkenswaard.nl/verkiezingen \n", "... ... ... \n", "9236 verkiezingen@putten.nl http://www.putten.nl \n", "9237 verkiezingen@putten.nl http://www.putten.nl \n", "9238 verkiezingen@putten.nl http://www.putten.nl \n", "9239 verkiezingen@putten.nl http://www.putten.nl \n", "9240 verkiezingen@putten.nl http://www.putten.nl \n", "\n", " Verkiezingen ID \\\n", "0 NaN NLODSGM0858stembureaus20220316009 \n", "1 NaN NLODSGM0858stembureaus20220316009 \n", "2 NaN NLODSGM0858stembureaus20220316009 \n", "3 NaN NLODSGM0858stembureaus20220316009 \n", "4 NaN NLODSGM0858stembureaus20220316009 \n", "... ... ... \n", "9236 NaN NLODSGM0273stembureaus20220316009 \n", "9237 NaN NLODSGM0273stembureaus20220316009 \n", "9238 NaN NLODSGM0273stembureaus20220316009 \n", "9239 NaN NLODSGM0273stembureaus20220316009 \n", "9240 NaN NLODSGM0273stembureaus20220316009 \n", "\n", " UUID \n", "0 3a612b2151fa4ab491b9e331355e6258 \n", "1 9a01d765af0a467ea37f08d92db114ba \n", "2 fc5869d33fbc4b06be659149fa615f4c \n", "3 4427cc0b39e040ba8f75c333f19d66f0 \n", "4 a893bb9add324ce29769f1c39afcc48d \n", "... ... \n", "9236 5ce3ef64ced64343b09f03a95d09d275 \n", "9237 03b7138951f1475b9ca8328ee7365491 \n", "9238 25eb2c3d547a420094ee2f691e8bd383 \n", "9239 8bc3926806a74105a593e6a133b1306f \n", "9240 609fd2e24c5b40b394174a84f7ca91af \n", "\n", "[9241 rows x 39 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_wims = pd.read_csv(r'../data/wims-2.csv')\n", "df_wims" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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_idGemeenteCBS gemeentecodeNummer stembureauNaam stembureauGebruiksdoel van het gebouwWebsite locatieWijknaamCBS wijknummerBuurtnaam...GehandicaptentoiletKieskring IDHoofdstembureauTellocatieContactgegevens gemeenteVerkiezingswebsite gemeenteVerkiezingenIDUUIDgeometry
01ValkenswaardGM08581Zorgcentrum Kempenhofgezondheidszorgfunctiehttps://www.valkenhof.nl/NaNNaNNaN...jaValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160093a612b2151fa4ab491b9e331355e6258POINT (5.45515 51.34711)
12ValkenswaardGM08582Buurtgebouw De HorizonbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160099a01d765af0a467ea37f08d92db114baPOINT (5.45137 51.34955)
23ValkenswaardGM08583Speeltuin GeenhovenbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009fc5869d33fbc4b06be659149fa615f4cPOINT (5.44827 51.35702)
34ValkenswaardGM08584Ontmoetingscentrum De zoete invalbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160094427cc0b39e040ba8f75c333f19d66f0POINT (5.44871 51.36022)
45ValkenswaardGM08585Gymnastiekzaal 't GegraafsportfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009a893bb9add324ce29769f1c39afcc48dPOINT (5.45331 51.36514)
..................................................................
923638711PuttenGM02733Nieuwe Kerkbijeenkomstfunctiehttps://www.hervormdputten.nl/NaNNaNNaN...jaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160095ce3ef64ced64343b09f03a95d09d275POINT (5.60654 52.25587)
923738712PuttenGM027310Sporthal de Meeuwensportfunctiehttps://www.kvdemeeuwen.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600903b7138951f1475b9ca8328ee7365491POINT (5.59487 52.24865)
923838713PuttenGM02738School de Pelikaanonderwijsfunctiehttps://www.pcbdepelikaan.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600925eb2c3d547a420094ee2f691e8bd383POINT (5.59278 52.25561)
923938714PuttenGM027313De Samaritaanbijeenkomstfunctie,gezondheidszorgfunctiehttps://www.desamaritaanputten.nl/NaNNaNNaN...jaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160098bc3926806a74105a593e6a133b1306fPOINT (5.58088 52.26092)
924038715PuttenGM02736Verenigingsgebouw Stenenkamerbijeenkomstfunctiehttps://verenigingsgebouwsteenenkamer.jouwweb.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus20220316009609fd2e24c5b40b394174a84f7ca91afPOINT (5.54537 52.26266)
\n", "

9241 rows × 40 columns

\n", "
" ], "text/plain": [ " _id Gemeente CBS gemeentecode Nummer stembureau \\\n", "0 1 Valkenswaard GM0858 1 \n", "1 2 Valkenswaard GM0858 2 \n", "2 3 Valkenswaard GM0858 3 \n", "3 4 Valkenswaard GM0858 4 \n", "4 5 Valkenswaard GM0858 5 \n", "... ... ... ... ... \n", "9236 38711 Putten GM0273 3 \n", "9237 38712 Putten GM0273 10 \n", "9238 38713 Putten GM0273 8 \n", "9239 38714 Putten GM0273 13 \n", "9240 38715 Putten GM0273 6 \n", "\n", " Naam stembureau \\\n", "0 Zorgcentrum Kempenhof \n", "1 Buurtgebouw De Horizon \n", "2 Speeltuin Geenhoven \n", "3 Ontmoetingscentrum De zoete inval \n", "4 Gymnastiekzaal 't Gegraaf \n", "... ... \n", "9236 Nieuwe Kerk \n", "9237 Sporthal de Meeuwen \n", "9238 School de Pelikaan \n", "9239 De Samaritaan \n", "9240 Verenigingsgebouw Stenenkamer \n", "\n", " Gebruiksdoel van het gebouw \\\n", "0 gezondheidszorgfunctie \n", "1 bijeenkomstfunctie \n", "2 bijeenkomstfunctie \n", "3 bijeenkomstfunctie \n", "4 sportfunctie \n", "... ... \n", "9236 bijeenkomstfunctie \n", "9237 sportfunctie \n", "9238 onderwijsfunctie \n", "9239 bijeenkomstfunctie,gezondheidszorgfunctie \n", "9240 bijeenkomstfunctie \n", "\n", " Website locatie Wijknaam \\\n", "0 https://www.valkenhof.nl/ NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "9236 https://www.hervormdputten.nl/ NaN \n", "9237 https://www.kvdemeeuwen.nl/ NaN \n", "9238 https://www.pcbdepelikaan.nl/ NaN \n", "9239 https://www.desamaritaanputten.nl/ NaN \n", "9240 https://verenigingsgebouwsteenenkamer.jouwweb.nl/ NaN \n", "\n", " CBS wijknummer Buurtnaam ... Gehandicaptentoilet Kieskring ID \\\n", "0 NaN NaN ... ja Valkenswaard \n", "1 NaN NaN ... NaN Valkenswaard \n", "2 NaN NaN ... NaN Valkenswaard \n", "3 NaN NaN ... NaN Valkenswaard \n", "4 NaN NaN ... NaN Valkenswaard \n", "... ... ... ... ... ... \n", "9236 NaN NaN ... ja Putten \n", "9237 NaN NaN ... NaN Putten \n", "9238 NaN NaN ... NaN Putten \n", "9239 NaN NaN ... ja Putten \n", "9240 NaN NaN ... NaN Putten \n", "\n", " Hoofdstembureau Tellocatie Contactgegevens gemeente \\\n", "0 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "1 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "2 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "3 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "4 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "... ... ... ... \n", "9236 Putten ja verkiezingen@putten.nl \n", "9237 Putten ja verkiezingen@putten.nl \n", "9238 Putten ja verkiezingen@putten.nl \n", "9239 Putten ja verkiezingen@putten.nl \n", "9240 Putten ja verkiezingen@putten.nl \n", "\n", " Verkiezingswebsite gemeente Verkiezingen \\\n", "0 http://www.valkenswaard.nl/verkiezingen NaN \n", "1 http://www.valkenswaard.nl/verkiezingen NaN \n", "2 http://www.valkenswaard.nl/verkiezingen NaN \n", "3 http://www.valkenswaard.nl/verkiezingen NaN \n", "4 http://www.valkenswaard.nl/verkiezingen NaN \n", "... ... ... \n", "9236 http://www.putten.nl NaN \n", "9237 http://www.putten.nl NaN \n", "9238 http://www.putten.nl NaN \n", "9239 http://www.putten.nl NaN \n", "9240 http://www.putten.nl NaN \n", "\n", " ID UUID \\\n", "0 NLODSGM0858stembureaus20220316009 3a612b2151fa4ab491b9e331355e6258 \n", "1 NLODSGM0858stembureaus20220316009 9a01d765af0a467ea37f08d92db114ba \n", "2 NLODSGM0858stembureaus20220316009 fc5869d33fbc4b06be659149fa615f4c \n", "3 NLODSGM0858stembureaus20220316009 4427cc0b39e040ba8f75c333f19d66f0 \n", "4 NLODSGM0858stembureaus20220316009 a893bb9add324ce29769f1c39afcc48d \n", "... ... ... \n", "9236 NLODSGM0273stembureaus20220316009 5ce3ef64ced64343b09f03a95d09d275 \n", "9237 NLODSGM0273stembureaus20220316009 03b7138951f1475b9ca8328ee7365491 \n", "9238 NLODSGM0273stembureaus20220316009 25eb2c3d547a420094ee2f691e8bd383 \n", "9239 NLODSGM0273stembureaus20220316009 8bc3926806a74105a593e6a133b1306f \n", "9240 NLODSGM0273stembureaus20220316009 609fd2e24c5b40b394174a84f7ca91af \n", "\n", " geometry \n", "0 POINT (5.45515 51.34711) \n", "1 POINT (5.45137 51.34955) \n", "2 POINT (5.44827 51.35702) \n", "3 POINT (5.44871 51.36022) \n", "4 POINT (5.45331 51.36514) \n", "... ... \n", "9236 POINT (5.60654 52.25587) \n", "9237 POINT (5.59487 52.24865) \n", "9238 POINT (5.59278 52.25561) \n", "9239 POINT (5.58088 52.26092) \n", "9240 POINT (5.54537 52.26266) \n", "\n", "[9241 rows x 40 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\n", "gdf_wims = gpd.GeoDataFrame(\n", " df_wims, geometry=gpd.points_from_xy(df_wims.Longitude, df_wims.Latitude)).set_crs(epsg=4326, inplace=True)\n", "\n", "gdf_wims" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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_idGemeenteCBS gemeentecodeNummer stembureauNaam stembureauGebruiksdoel van het gebouwWebsite locatieWijknaamCBS wijknummerBuurtnaam...GehandicaptentoiletKieskring IDHoofdstembureauTellocatieContactgegevens gemeenteVerkiezingswebsite gemeenteVerkiezingenIDUUIDgeometry
01ValkenswaardGM08581Zorgcentrum Kempenhofgezondheidszorgfunctiehttps://www.valkenhof.nl/NaNNaNNaN...jaValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160093a612b2151fa4ab491b9e331355e6258POINT (5.45515 51.34711)
12ValkenswaardGM08582Buurtgebouw De HorizonbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160099a01d765af0a467ea37f08d92db114baPOINT (5.45137 51.34955)
23ValkenswaardGM08583Speeltuin GeenhovenbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009fc5869d33fbc4b06be659149fa615f4cPOINT (5.44827 51.35702)
34ValkenswaardGM08584Ontmoetingscentrum De zoete invalbijeenkomstfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus202203160094427cc0b39e040ba8f75c333f19d66f0POINT (5.44871 51.36022)
45ValkenswaardGM08585Gymnastiekzaal 't GegraafsportfunctieNaNNaNNaNNaN...NaNValkenswaardValkenswaardNaNverkiezingen@valkenswaard.nlhttp://www.valkenswaard.nl/verkiezingenNaNNLODSGM0858stembureaus20220316009a893bb9add324ce29769f1c39afcc48dPOINT (5.45331 51.36514)
..................................................................
923638711PuttenGM02733Nieuwe Kerkbijeenkomstfunctiehttps://www.hervormdputten.nl/NaNNaNNaN...jaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160095ce3ef64ced64343b09f03a95d09d275POINT (5.60654 52.25587)
923738712PuttenGM027310Sporthal de Meeuwensportfunctiehttps://www.kvdemeeuwen.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600903b7138951f1475b9ca8328ee7365491POINT (5.59487 52.24865)
923838713PuttenGM02738School de Pelikaanonderwijsfunctiehttps://www.pcbdepelikaan.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus2022031600925eb2c3d547a420094ee2f691e8bd383POINT (5.59278 52.25561)
923938714PuttenGM027313De Samaritaanbijeenkomstfunctie,gezondheidszorgfunctiehttps://www.desamaritaanputten.nl/NaNNaNNaN...jaPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus202203160098bc3926806a74105a593e6a133b1306fPOINT (5.58088 52.26092)
924038715PuttenGM02736Verenigingsgebouw Stenenkamerbijeenkomstfunctiehttps://verenigingsgebouwsteenenkamer.jouwweb.nl/NaNNaNNaN...NaNPuttenPuttenjaverkiezingen@putten.nlhttp://www.putten.nlNaNNLODSGM0273stembureaus20220316009609fd2e24c5b40b394174a84f7ca91afPOINT (5.54537 52.26266)
\n", "

8063 rows × 40 columns

\n", "
" ], "text/plain": [ " _id Gemeente CBS gemeentecode Nummer stembureau \\\n", "0 1 Valkenswaard GM0858 1 \n", "1 2 Valkenswaard GM0858 2 \n", "2 3 Valkenswaard GM0858 3 \n", "3 4 Valkenswaard GM0858 4 \n", "4 5 Valkenswaard GM0858 5 \n", "... ... ... ... ... \n", "9236 38711 Putten GM0273 3 \n", "9237 38712 Putten GM0273 10 \n", "9238 38713 Putten GM0273 8 \n", "9239 38714 Putten GM0273 13 \n", "9240 38715 Putten GM0273 6 \n", "\n", " Naam stembureau \\\n", "0 Zorgcentrum Kempenhof \n", "1 Buurtgebouw De Horizon \n", "2 Speeltuin Geenhoven \n", "3 Ontmoetingscentrum De zoete inval \n", "4 Gymnastiekzaal 't Gegraaf \n", "... ... \n", "9236 Nieuwe Kerk \n", "9237 Sporthal de Meeuwen \n", "9238 School de Pelikaan \n", "9239 De Samaritaan \n", "9240 Verenigingsgebouw Stenenkamer \n", "\n", " Gebruiksdoel van het gebouw \\\n", "0 gezondheidszorgfunctie \n", "1 bijeenkomstfunctie \n", "2 bijeenkomstfunctie \n", "3 bijeenkomstfunctie \n", "4 sportfunctie \n", "... ... \n", "9236 bijeenkomstfunctie \n", "9237 sportfunctie \n", "9238 onderwijsfunctie \n", "9239 bijeenkomstfunctie,gezondheidszorgfunctie \n", "9240 bijeenkomstfunctie \n", "\n", " Website locatie Wijknaam \\\n", "0 https://www.valkenhof.nl/ NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN \n", "... ... ... \n", "9236 https://www.hervormdputten.nl/ NaN \n", "9237 https://www.kvdemeeuwen.nl/ NaN \n", "9238 https://www.pcbdepelikaan.nl/ NaN \n", "9239 https://www.desamaritaanputten.nl/ NaN \n", "9240 https://verenigingsgebouwsteenenkamer.jouwweb.nl/ NaN \n", "\n", " CBS wijknummer Buurtnaam ... Gehandicaptentoilet Kieskring ID \\\n", "0 NaN NaN ... ja Valkenswaard \n", "1 NaN NaN ... NaN Valkenswaard \n", "2 NaN NaN ... NaN Valkenswaard \n", "3 NaN NaN ... NaN Valkenswaard \n", "4 NaN NaN ... NaN Valkenswaard \n", "... ... ... ... ... ... \n", "9236 NaN NaN ... ja Putten \n", "9237 NaN NaN ... NaN Putten \n", "9238 NaN NaN ... NaN Putten \n", "9239 NaN NaN ... ja Putten \n", "9240 NaN NaN ... NaN Putten \n", "\n", " Hoofdstembureau Tellocatie Contactgegevens gemeente \\\n", "0 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "1 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "2 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "3 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "4 Valkenswaard NaN verkiezingen@valkenswaard.nl \n", "... ... ... ... \n", "9236 Putten ja verkiezingen@putten.nl \n", "9237 Putten ja verkiezingen@putten.nl \n", "9238 Putten ja verkiezingen@putten.nl \n", "9239 Putten ja verkiezingen@putten.nl \n", "9240 Putten ja verkiezingen@putten.nl \n", "\n", " Verkiezingswebsite gemeente Verkiezingen \\\n", "0 http://www.valkenswaard.nl/verkiezingen NaN \n", "1 http://www.valkenswaard.nl/verkiezingen NaN \n", "2 http://www.valkenswaard.nl/verkiezingen NaN \n", "3 http://www.valkenswaard.nl/verkiezingen NaN \n", "4 http://www.valkenswaard.nl/verkiezingen NaN \n", "... ... ... \n", "9236 http://www.putten.nl NaN \n", "9237 http://www.putten.nl NaN \n", "9238 http://www.putten.nl NaN \n", "9239 http://www.putten.nl NaN \n", "9240 http://www.putten.nl NaN \n", "\n", " ID UUID \\\n", "0 NLODSGM0858stembureaus20220316009 3a612b2151fa4ab491b9e331355e6258 \n", "1 NLODSGM0858stembureaus20220316009 9a01d765af0a467ea37f08d92db114ba \n", "2 NLODSGM0858stembureaus20220316009 fc5869d33fbc4b06be659149fa615f4c \n", "3 NLODSGM0858stembureaus20220316009 4427cc0b39e040ba8f75c333f19d66f0 \n", "4 NLODSGM0858stembureaus20220316009 a893bb9add324ce29769f1c39afcc48d \n", "... ... ... \n", "9236 NLODSGM0273stembureaus20220316009 5ce3ef64ced64343b09f03a95d09d275 \n", "9237 NLODSGM0273stembureaus20220316009 03b7138951f1475b9ca8328ee7365491 \n", "9238 NLODSGM0273stembureaus20220316009 25eb2c3d547a420094ee2f691e8bd383 \n", "9239 NLODSGM0273stembureaus20220316009 8bc3926806a74105a593e6a133b1306f \n", "9240 NLODSGM0273stembureaus20220316009 609fd2e24c5b40b394174a84f7ca91af \n", "\n", " geometry \n", "0 POINT (5.45515 51.34711) \n", "1 POINT (5.45137 51.34955) \n", "2 POINT (5.44827 51.35702) \n", "3 POINT (5.44871 51.36022) \n", "4 POINT (5.45331 51.36514) \n", "... ... \n", "9236 POINT (5.60654 52.25587) \n", "9237 POINT (5.59487 52.24865) \n", "9238 POINT (5.59278 52.25561) \n", "9239 POINT (5.58088 52.26092) \n", "9240 POINT (5.54537 52.26266) \n", "\n", "[8063 rows x 40 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_wims_dedupe = gdf_wims.drop_duplicates(subset =\"geometry\", keep = False)\n", "gdf_wims_dedupe" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize = (15,15))\n", "nl_map.to_crs(epsg=4326).plot(ax=ax, color='lightgrey')\n", "gdf_wims_dedupe.plot(ax=ax)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize = (15,15))\n", "nl_map.to_crs(epsg=4326).plot(ax=ax, color='lightgrey')\n", "df_geojson_clean.plot(ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nu we een mooie kaart hebben van nederland met de stemlokalen erop, kunnen we gaan kijken naar hoe dit verhoud met de bevolkingsdichtheid als eerste voorbeeld. De kaart is opgehaald van het CBS, eerst gaan we kijken hoe de kaart er op zichzelf met dezelfde projectie uitziet." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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NeP1VF7Ju5YQ//qarTv97bNvHV5/ZEywX8iY0UPdkyzgmUEqHCxTtMDeEElVGcsAvca6rlmBNjerlGJgFcCISN/t0w5mSvXBDREUaCT6uZsqJNcyDJqfieOlitWoYoCbtQBtjFcQDmFEY9yG15GxU4pzrJGqMY4kMawkurpaS51QZW1o1wcQ4dMw42hsrTkHGZ5aQ52D8yLddxcGjPTdeesFp+5r7jixwtK9ctjbarT96fFdWIW91D1VhIFgsUTMTzKk5TgBQKCoMg0KXSKwE3Q31bP+IZCslkjKH/D5CRI5MYhOjEb9pJJysw54zCkejutJWsRyvPs4o43uwqNTx/yldF9XdPSq1tISNJFPLkU4bvYhQhwFVpbrRiTJlvPsUSFJh2SnOes8NOedZjHFkYeBffOph7tmy97R+XXfny0/u5uqf/u3QOt2yD6JRxZBIS89RBDk6SEqalzbEa2c3R4sFRc19rHSY0Fmc4WJIH1+vSMGlIFIoqiGnUSs2DPjQU/tK3y9kRdSg20kmq0XLaZ6JDgmPkkQDUNFcLytR3euAY9R+iIVkt3HWGShvfqXs0t2C86paQJzBa6oQRNcgDd2qzqce2HFKv4dZQp5j8eHPPMaz+w/z6Yee48nnD5+2r3vhqmV86I4reOpnP8ATOw/i1RKAiftb3WObQnN/sMb5z7OljBC0wZOuUe1yCVjckSJY8aho7qgYqrFdoWJxN2ZFQgqlaJAOuphHVnPMBnyIZI28zMNnQLaJhnb5NSTbY5AaZ8/YsuyiqhUFi3M4rW0mzpWtLcUdKXl2VZLEkESG2lOtju/9x95wBe+97bJT+j3MEvIcis88vJMHtx8AlGrOv/+jJ87I+xya7+lrxQZjoa8s1IGhH+gXFoLwTaxAiUZlCNw0NzcaOKPZ+1lOJqVVs+CXRy9ZQDJxJcYj4sTYIdGedoItUuhUs9rFf+4DVgfqMCR9L0Abc6PkNcU1yrTaScwi8Rjwe1ZOswG8Yn3NkY7glvualPh7Q6AARBFVShfkAxsG3v+6TaesMjBLyHMk9h/t+cR92+Mpr9E2bt93jE/c9+xpfy8HuqKoFrpSkCLoXEE6TTqb4bXiVql1wGuFOkCN9nLh6AI2GNYb1QJECYA1+1qVIHH7kAwCxjbUJVpgEYmhvzpObTxwKETFRVDtgtFTQDphYb6HGkRyTzQ2vojlgBNIzmsgx5LzUZBSqBLnXrMhdif7hRhvYIHIpuqAypR3617wCldcfHp2J2cJeQ6Eu/Ph33+EHfuOUPsBr878wjzVK32rQKcxfuYjDwQy2ZZ8KeCKmiIuKBqMlqSneSlQYqbnRek6oWgkcCmKD1l9hgGvBkOlrz1DP0QFy0RpRzHN7Y2GvgbfVAMBbd+uk+wfQaWgpnn+LIgKgw94jcTKA2VuothYzZP0E+2oxfupKNJ0eQoBOllQ9jBHNaAnPEYy7gNaop2eH+op/+xnCXkOxKce3MFjuw4x6RTpUhlNC8tLxwdu33RG3rOBM+QgIMShLGlrNjJfxIXOZVxrilZRoeQehUT1QRW6Eq1jkQBYOmUYapwLa6UO0X7WGhS80FWO5WVXDxaNQAhTZbVNbNZsiG2SpMMpimeCmnuAQ8OA1UqnZTwnakOKNbiyjbggLhTpYh2saLTGlpS71kh720MRduw7wq9/+elT/rnPxh5LPJ4/eJTf+vqzIVHRiNQsZr2c3rj6p38bGE9KSbqOtrJIIKPkUSqOgrJoa8JDJwrPJeC4scfchgR4BHOno6PtTsa2RXBUhZhbDsS4QUoXlSvfTxJ4oe00Oi17YxaZ1LeQ+0gUtXRYDQ+QWodsoUvyEBqhXDK5awBKOfhvAJAgDO6IDdOjpGjS3mG+P/Xfx6xCLvH46Nef5eh8P11DGpHIRQDDaYjfumcbv/DpR3nqZz8A5PTPQyDZkn4Wc37PAfr03aeVRiN5PW7k0LXJMUkuLkueC6FmlfVxTEG+pp0PIUATKYJbxb1GGzpUzAXL+aF5soJ0SgTPpxaIJTsn9i+LdohqSEBaTWAoGlnzUMmjtbTxxYNE4DoSClQ0COptrEO8ZZMmOZWYVcglHIfne762dR9tm2Jxi6ZS+I4bTn0f79MPPsvdW/axbddh3nLdxWOF7Ieaq1WRLK5KsOBk5Im6+3gTWru24midntXaPVqAmmoB4pk4lPaXcTXKfJpAJo56oSnBTb/3/FMdqEKsbi1fljPSPPPl50iCMNUq3oUUCCHjg3YlFUXiawWvtsYOZ0N5M8lj1mggilmo1o2UCRswE0qZJeSrOu7dGvqpOtYiC7U0dZbNFX7wzpcvd1/N+bd/8CRrlhf+xntvZteheTZesJy/+5H7AJh0OcZIvmnNVs7aTN6hqRQLwWip1TEzrG3mi1JKVMhBPM6ZqjlKILRxCOkPzUF+EcErcVZ1S9TTxoSNFllDhU7AvdJ1JRLJYykajfMplme8rGKl3e7uKFNxLST0WwfrkaIxQnGondJ5/txF0fw5iARFMJI1kVd3Dh1deNm/jxavhKX5+4CfJx6Sv+TuP3vKV32exJef2AO0M1pozqgHqflH3rA51dlOPvpq/MKnH+HqDWv44OsCFNp4wQu1YuJGk3H43gEVzZYya/WEJHITZ7qiqET1ds0VqKHGWpURrWyFakNsb2ioy4lEJTPzOPNlOy4I7jpW6nF9yjxlJONhodqNrXBxHVk4raMQbRXWEl3VlH1USIcugIJSWgeAU63Se+i5jqXeDNESgI6njiwxEtl5aP5l/T4Wx8mcId/t7ncsUsv6OXe/3d3vAH6LsDR/QUgMcf458H7gFuDHReSWU7zm8yb2HpkPVopVxIxSlMsuWsUP3HkV77jp0pf1NbftPcI/+91HeMcNG8dkXBztDNkeBME/BTCSBxDtYs79i0sQzkWI7URFu6kSeekKpgUaY6cEalm6WHuqPuDDwGBDVNc6kCsaKYgVUliNnuZueX6OJGq4aMgTBHNINYb9FEE6ZRh6qOCB6aBJbtdc34pGtyJdknUU0Cndru1Nzs/PT2elGjquku1sXKrnGfTlx8sGdU7Q0vzNwGPu/oS7LwC/RlTVWZxALJsE97JILPpesHyOv/eB23j/bZe/rK+3de8R/t0fPMG333gJd7yEts7/8gO3JpoJEK2aSdvWT7DGo9X0RnWDVBAPfwwk3KTizCh0HqMFcp6ooogUOlGsKyAl9hxVGMzo+wXMoitwT8KPxTRSPNpRq+HPoRKoc6tilvuUxTVkI8sk5qUTARsYrFIHH3Xtqjnqod2qSSAwB6n59TSraglqnvcx/tDq4wPDHXYcPEbfn9os8kQT0glb8rvTejx+ASL/WES2AD/BcSoksAnYsujvW/Nj3xQi8pdE5C4Ruev5558/wct6dcdtl6/LuZ+zbuUyvue2y15yofil4ncfeJb/+OUt/MRbr+FN1760zujf+y/3J7vFRjZL25Rwtdy0yP+8IhrJiUeL6SLJZY3XqU6NblCLqmuegljJlc0RQyfKJNtZEaXL/Un3gVp7+pxbivg48fBsHRsC3M6loWhuTPKYiDMuH6sK1WIuaTXOjjHnDM6qSkOV83t3o9O5mHF2BbeB6jXOp0kZXL9iwmRyaoOLEwV13r7YllxEHnL3z7r73wf+flqa/xTf7KB8PNjpuDXd3T8MfBhCKPkEr+tVGb/0ucdZv3LCpChXb1jDu2+6hNdtXn9SFm+L43fv38G9Ww/w1997A5MTXQ9q44o2KG+zRmvzOc/1JI0JRpHchySqI21dGcQsktZDVa5mO9qG6lF1E+30cOEq2lpmpVjMN81hglOFmE8y5dCWLlg9InFOLO4MFiQBc21bjlm945xYdBLnWVF8iKpXiybQE99De6h4Jqfn7peWkl2yYf0A4ly1Yd1UavJlxgm9erEtOfARohVdHL8KHM8vciuwGAq8Avgm4GcWL4z7t+3j9x7eycFjPT9052ZUlY/d9yyff/TkOgcz55c//xh7Dh7jb3zXjSeejMSN5maYxf9WM+rQJ1tlgGFA8vzXaHHWV6pVam8x2/OUvpCQ51Cg5swwBiPJLogpYAzg24y1LRUnEQKTdLVSxEsATtqhJQAbG4bgoA42Vl7BKIngjmfirGbSfDwQOi0hsNUpQsVqZRg8xLnSWyAqddL8HJoyO6pjEr7jNFgznFFLc+DLwA0icg2wDfgx4E+c8lW/yuM9r7mUay9ahbnxTz7xYGzgq9CpsPfQMd5zy6WsWjZ50dcfmR9QFX7hM49y88YL+J7XnvyZUyXazEKowRUPeQttZm9djhMWMYbEDdXJqH3qdUi3KsCdgfCd1ElHkRJyGZURyRUkQM829yPv+xTUqik7KUk2LzkfVfcAjeLgiFUPfRy3GH9I01XPB43HFohaDZIFghbPN4txhphR60Aderq5uegGFlXN5geCgVdj5YrlvPaKdSf9c/7GOKOW5u4+iMhPAR8nxh7/2t3vP+WrfpXH9yX6+Yn7n2WYX0BUcRNee+3F3LLpwvFmXRzVnB0HwgX5d+7ZxuoVy/ihN17J7Veue1nXYJlEroSEhWbSieXIIRJNShv2pwHOolZX2ljGp7PAyaTDcxbpNeZ3brENYm6UbvoaGRO9tc0NtBGKalIJY5dRGlkhVe+qG13pogp68GNVY2VKkntrLvGzfYGhT6iXo6FmMOkmDNWYiFAJqRKkjompEg+nW06TgvkZtTTPv38U+OgpXON5Gw9s3x9q3dqhOPsOz3PdJd/szbHQV/7X33mArXsP58lNWLncX3Yy/t7//Z383O88FLRVbwP42PK3xqrJqjSKPamH8pt8I4dVkRysxzpkDOWlgFfHY7uJkvPLOoyDzXSkAklWTEwkPMAUKTmfjIeV5gqXeL5/EShKIa5Vc3wTQ//gznaljNcmrQXN7xeCjytdoXMPdT0cq0MW0oK6U92Z6zq+97Uvbwz1jTHjsi7hcJyiSkfM3p5+/jAf+eqWb1rz+cT9O9i69xiC5nzMOXRsngNH+5f1vu/5f382qWkBdEgCLSmwFnUrWOeZJpGA6rHUG5S4GG9QoEomiyY4AyMvV5It41LASwxFSodooZOoYLXWREMHFoY+Xa1kSq9TT95tcGM99X+SThRzQxFUBc05KDheDRummjih1TGt/pTstiVnoqpIF6DPUPuUFVFed8W6FwhTn0rMqHNLOFSifarEjWoOH//6dr70xG5+9E2bQYT/+tWtPLf/yAhdB/VUONpX/stXtvCn337tCb/ffdv288F/9vnx774ICW1uVDl/z3Nf/jnFiU1Aiqe5KkC0gm0zxaqN7JyYKSYXPbBSEI8ES6mQNkqRrMSC4jWSzW2gAtSo1Kba6K4jqSBEspL5I7FYrSiDG52Eg3LRsMyLR5xE5c5vVJr41TjCSfkSKVBDge7CVRP+/Duvfzm/3uPGLCGXcMz3FZUuzluafaMIew4f48OffhwL2JJG3RJC1jC5X9z1xE4+9PpNrFu57ITe7xP3TQFw92EqfuxRLWvJ8aNH1Qg6qebsz6lDpdSQxRBrSuQaq05MuTXTNS2huFHbmdgVFcMpoUIO45aL5raIoiGKRY5JSlbvXKkazJh0ZeSd8oKEb/KRKcvRqnVTMrewGRhq8GOBcd4qyU4ibdhVQ73uvbdcltX49MSsZV3C8ey+o4nS+2j15n3FB6MfeupCQP0LfYwjqsWQvpTQi1kw+LUvPTMCKt8q3nLtou2RVIFDFNVJELYlGTXSxKdKdqdCEaXr4mOiRAWrA1b7kPaolWHo01cj0mm6QhUrV+ZDvk+mkEjIeSQbSDQOsFGVLTWpYoLvqe9aRDBzhmpNvCf+nytiSV1tnFwPEKeYxFmzC0ZUKRoPArOcT8bDMLZupgDTLZddwHtvOT1nxxazhFyi8dWndnP42Dx1iE36EOwdgguqkXCx71cCYMjK0YxILf+75+k93Ldt3wm959tvuHjKZU2UNepEDNUVS3W4IINvvnA1y0pJxFER6TK1CKdibf9FAkxSSrGtTuGZoLVnGIZQC2eqmSzuiNWxGlo1inSZYqkKkFQaHa9BYjSjQcMz6/FaGWofuji6aNaZGh7etH6cUbWuJFMoRjMDQ43tE3NAYdWKCT/4xs2n9XcOs5Z1ycbdT+8L/qTAYFGdoiDE0NwQilneUyGckSZw4NOFLRF4etcRXnvFi3NXvzEe+Z/fz5O7DgHBC31y5yE+9eCzHDkWCfO6zRfyHTddwjUXr+ZXvvAU2/YdYevuQzlsb6uLbVPDYuWK2BYp0ta6EkyNN4m20AK8KR4zR5dAdlt7OxVHztc2cWZiJOEeYsYplpoPpy5s53LzRHBMSigAeOPcTlXIJdULWoMtGkSCYh4EiTpQJnNsvGAFm07Bw+PFYpaQSzS27Ds8yvhHCxVD7LiBm3p3Gp+2cxTdeM5c7GGx+iQpd3OdctMiVfTXXLaW77h5I5999HkOzw984PbLR07tUI3nDxzLWWTjl8XrpIBZnNucdI9KSzf3JvHY0KE4c4YvQdvICLaN1wBd6jAg3WRk+sS3GnNMFag52JfGag875UBHXaK6yyTodbVnTGdt6gCGajfq5kB8mZh1FnofKN0Ed+PKdStP+nd6IjFLyCUYew8vcODIwujSlGuJhPpbtFiOx1A9b2ZB8i5OAMMDAhEX7rjqxKvji8XKZR3v+wYR4M89spOvPLOPZlTu+b5t4x9rpHGwSiRGqswJxJyzWb95ckpb3UxaWhS7EJnqJmGIU30YdyGREMyyRhyQkTeEF9BhWkNNlKI5OS052pBg9dSk0UkSEiRHNSDp0Jy7ISIs6zreceOp0+SOF7OEXILx1af3cmzBR1nEtgjlEje8+ogbJksl0USLquk1aGOJBI3UttMZ+44s8J/vehofevo830kJHVdPKlxrJVvhI92mmuhwkwgKN4CQcwwSu0WraGFXrqnZoyWAGEsGUUlyd4BHFSmF4onGuo9Df5fw++gkNfEayJW0OVcghavccsbbdVAtWmaS8J4Jv3yibL5oViHPm/jq1j2ZRAHPq3h4J+aNHjuCoTeqYhhOrRXpuvTNCNTTUxp/fjj9CfnrX3qao30kTiEFnlRj4yNnkoHOOBWh1iF62FKS7J0NqyZ9TgipRw+znkoASprsHisWLfHoiEWOgjQ1dqBIobql7QGIZUWGGH2mhE/b24qKTn6+UgjfEBeipfUQ1wrZkJh3Cky/5hmIGcq6xGL3oXkee+5w3EDV6YeeoQ5YblrUWkOSUYWuKKaLkdZCJ6UB/WGIo4Vf++JTp/UaH3/uIF9/Zh9AenfEJkRIYDSEs0RFS4S1yzFJ0ZxxWggZ2zCMy8gxc5S0vbMYsQI+LhADlNzASGDIwxey00CYS2rWlpR4tDrQz8/HCMVat2HkejWiUKmxPiaWa1aCaJdrWFD7haT9RTtb5MylzaxCLrH43MPPMQx9ij4pXYkWTQhPxlJKtGCJVpbcNaQXtLN045amP4WIs23/UZ7edZgr1q/kv351GweOHAMVVs51/MDrr2SuO7kb7I+e2MUAo4ZqDvTyvZNOl9VRxqrTxiNJOncJb0cCDJLcxheCNxrmrk1jh2TuhOKceGjaFcCL0LrMKkaJhcXg9Wi0wqUr4wiluk/V1iFJ7MH/FW9g2RQMohp0XYI+8fqX2rQ51Zgl5BKLJ/ccplBGv8VRghBA6gicBGCzCGntwruwSLcIuIysPHi052c/dj9Xr1/NE7sOx1eVqCy7Dx7jr77nppO6xviqNm2vPLw6RIQw0In/8QRNmm5q47yOFBwJ1fMhieXt46ZJtxMPWchhCGNYJ4CeHAcx8sAFiqC12QUkuGNEi0sJP44kFbg4JLMHD5dkw1PZgCSoNx1zT8erkAxBnavXn/5xR4tZQi6xmF8wXNMevN1w4uMNPrajrWI0+QoCbXVNVW+XUEhLcubQDzyx6+Aopxh0UWXHgZejlNbOpO0sliAMaetG0NBoY4WmCtVQKm8vDZIB2a6aBtd0ej4MG4NaumAMpdcG1TBJ8WSNdpjkz3qeRwGkCLVG526enUQgYdH2OwxuQU4AvIFGgWdnNU0+r3nqQCuTk+woTiZmZ8glFrF50DbiZfwNJUiZI4LQipEGTEiD60nyd6sgcQattY/N/xqb/2aVaqEAvv/wUf7g4Z0nd43VqUnfG4YFFhYWMA9pjXhbSaZQIK0u0TpjcXZj/C9HIBafp6apRdzOh6HzWkQTmQVXhS6NcroCXmMrpRo+WJ4tNfYaUxQrPCw1JT7ia4eUCHQ6QbTkallTSMgEjZ2z3BbRYALVFNQ6QzGrkEsstu0/Qha7SDgP/C+kbKZwvVWjeizKikw9K1Q7UAhVUqXLzf5Jsl9EFDOPFSSBI4Pzhad38bYbLz7u4vPxQkoASk2CsVhs9LsZQ47bxQTcqfJChLVkdfek9NRqOZhPAn0be0C4StHGJqlCHvDtyPYR0UBINZK++XcMZslLDbOd6TpWPMAsHxDxdZLZEyUWgPl+gaIBzUaXYvFvKvHxMxSzCrnEwqxVwLihzYyh9vjQxw3f98FrVaHTUGULr48EKlQDwE+7tehQNRLCs+im5L0mW+axHYf4X3/7fu55eu8JXaNbSCOaaGKrYePWSRl5pJbb+UjybruQxhgsHK48TU7rENW7CU81FlKMOFobHlVXJFBlE82nVU0DV6bUtxJoq3Qlfk5DkPFj2J/8VwuiQopKxiMk7dpJjmzRsNwzr9gQPh5ICCRPToNlwIvFLCGXUDywfV+YjiZn0ghx5JItlaSVtqZMhatgRTMhUrQYDwkKJOdoCfSLjaY2WVvGncMKPLbrIL/8+SdHb4+XimaaEyuPngCKp6lpFJPO40FQstVr7FrRGNG4xhm2KyUlGYM8b7WnH4x+WGCw8I+UfJDgodye3Xguc5SxXW9SHJKmP13pAgDSUMSrQyw4gyHqaJG85kVHA3Hc62hdXlxTsYAYPdXhtHh4vFjMEnIJxZ7DC6gWBidMSHO+5yXPL+3GztInLmjzy6AVFCGkqWKA3YygNGF9z4ogGrO+IlDwdLcKZs+3Ssr1q+bQ5Is68cbeZDBcIc+PIiG3ERXMRjqdmI+jBpc2vwy902D7CDopwThK5bvaDzEOWeSoJe1g3USSCwH2KIR6Viwck7NQKfE+Zga1YkMcykNwoMaR1pPf1Bg+IbgeM8lScIFlJ6Hed7IxO0MuoSgaN42a5WZ6PvUhqlCiowGBHAdplZCXqIT+S+pvAGlQCo1wBzVl82n6p01+I+LerfteVEXt++7YxKq5wm/cvZXqltXO0jTHp3KONd/edWS7aO4rQjBzcB/VCBq448SeomjCsQIpjhM6qg4LQ3Bb24gHomRKm4GS7WfOOuMagiQeJj8dF61exluuWc+mC1fy3IFjXLBiwq5Dx3jD1ev57Xu2c+/2A3QqrFnecWh+YBgM0Y7bTmJz5mRjlpBLKB5+dn/chEnlUo+lW8NHeYqmJB7slUawiwohGrNFaahke+LXPgAWMyYlpCvalkTToKm1ToflwG9+5Rlu27T2RYGe99xyKfdv28fXtuwG0azG8YaqGqp1I14SLa3mWEKykocoVpeD+HYO9MSuKiYeMpQSS8qSgI6JMOmCl4rVSHAhdi1VwgtFo8LZ2FG0UU2cV9evmvAzH7yVtSuOP+T/q++5kZ0HjgLCZetW8Nz+ozx/6BiPPXeIS77BmOh0xiwhl1Ac632ck8W5J25ISWKaNxGadn6sliTyPEOJhJRF6dL02BEpsb4l5OC8Y6xDEiJRoKg1xkrEU7uP8PlHnufbbzr+VsNQjcvXr+LeZ/dhQyK+sZRIaZ4YEhxbTWpfQ1hjNJMq5ZLqbiNymddlARRFdTfcmv7rolmhFNo2jKRcpdWUEsk1rWDc5NPB40HWSWGh8qLJCEFNvGzRitXGtSvYuHYFt206c9URZgm5pGLnwaO5U5iSSyLjGcqIZWRc6PuB0nUgoU+Kt5tVqKUwIXYCG43Ogc6VoTENEt2P1jASobbBfoakgNYbr1nPyrm4Tao5X3ziee56ei/P7T3CniN9GNTg6Lgalqe3HLF0EKRsgd6GOPtZJutQUzG8W8T6SfhHBkRKVNQSI4tcdsGpIXSFjRXcEugCo+u6tDoY4gU1V7FEcRmwkiDREoxZQi6h2H9kgaH2gFBtIQbfIpQ0H7U8MAXgU0ZAw0mhXyeqkBgDpMZ4Kr41NFQ8dVVzHKIkBcgQmVYMFeXgwsBnH36O9712Ew9s38/v3LuNR3YcRFyTahaVNsAkSzXw2DZpNgHGdBE5CN8Sn5szUjRGC25OcUnlkGhLpQAEx5WRD+vTBeIcLU49SJLdk6BLjCriIeS1slArWhQ1pwjcv30/t16+9hX7/Z5IzFDWJRJb9xzh2GC5ISEha+hl5GZ6msCEUhtAnMswprL2kbdJ/QrGigvjINuTcxo7gFFhyJY3JA59vB4TQ3Hu2bIfd+cT923n0Z2HAvwpQUeDVN/QAhRwxTV8PIIQnnS2RFjdQGq6F6fEhzDd0LD83iXPh9UqjA5V02ttgleS33OoyIFqjHyCwhp+lo2EL9pRmpGOGfsOHuMXf/9RHn724Bn/3Z5MzBJyicSxvsaeYyKlmpVuHG8kB9WFkZKmOQLwXCVSb+MLSaDRKRhNgC1sJkOsKXedYkzhjao27eNiD1E5ND/wj3/rXh549kBsnXgM5BtT1VJceJxHNiEswmMjTo4pnKxxvTFWqGgHzWWq5FxTco9zoun/IaECFxZwlaGGml2tmZx5thQEs5zJ5kOi/SyBNOCJYX9BWbZsjis3rOKR5/a/Ir/fE41TsTT/OeD7gAXgceAn3X3fibz2tFz5qyzu27Z3TIjMt4at5nhj7L5o032vjkqsIjllJFe3yYY5MdPzSJyhH7ASbBOwtFazXHoeMJ/eDmYBGO3cN4RBTqrLWaoTVM9q3hDSfE9pkJEADIzbKQl0SskzZM5PAZrkI8T3IxLryS5JVs/5qZQOhoFJmYA4tcYIJE7cluSJEh4hufYVRTSFnlUxjDdet4GbN67hXTdtPGO/z5cbJ1Mhv9HS/HeB29z9duAR4GdO4rWz+IZ4as/RFwzyp/oyUdHEbZw9joiECnUIUrUNPTb0YQ9nFdI2bqEOmIdblJaCdiGnLyWIB6WU0FXVREEzYhczxg1dV2JGqhoUuFLoujh/tsVpPJg2bmHBbk3acajBqAkJuWiZpZEYporlTbMmSN2RoOqKmowiVG7p8JE6rZqUvCAVaH7/FaupwCfhigyNehfEhaeeP8S3XbeBpRgvG9Rx908s+usXgB8+9cs5f2PfoXmaPwWUaC2T/CzmDFZpW+4wRVolK2AcpmI80qTy20Z828QXHLWspNmuhsdMIpWLH8+ayKXH52ppcvo51Pdg/oTpTLSKXhrg4sFw7YgqKHkerAH6vGAc0nVjkjUjn0a88TbfT65rKdBH7Wx6XqN0iJuhXUeosgYw5IMFZTBHJE6QzOf7gaMLlWVdYanFiVZI5ziW5ovizwG/8zJfe97H3sML7DiwEDe1eZ6RBoYhRH5dg8UTRPL4T0sirQiuJeh1SQgIbqYFnzyOc7hE++razFGhydlFlTIWYTrBlCGG+pLzBvE2ekjiQaPcSewyBr81V548aH+aBG6RJJ2X8OoopSCdYkQ1rUPjsfZUyz2SpNq1C6uDpxCWhJJAClDhsTKl2cqjklQ5CS8Rz4fbEIfpFZM51q2ce6V/zScUp2RpDiAif5/Y9vmVk33t4shk/UsAmzeffkXopRz/7atbYutBc3anUNtpUVv1Cd1RTeJAJFN4TIRTcZrhFNAaGq0B++ck0gl1gTS8keb3mEk4qthlmNjYwLoLliT1BhiZQafCkFsYo06qtsNkJPGIsLqMs8k2tggTmzCCDYAI8BhNuKVYVn5ckwQuIqlB20h2QmOfGwVNTxAa0ttYSWhY5YlxdH6Bx57bz3WXXHDCK2evVJxQhXwxS3MR+TPAB4Gf8BcxkDgBO/T2eR929zvd/c6LL774ZL+PczKGavzWPVv40lO7Y7ZISSRV6Rp1zkPGoll6I6nSLZFgobomI5rozZ1KLEd1bfUo3nO0a2uIKYx82Rfemo0Vkwu9iyulVXKdMIgHjS1TxrXjqJwm4OEREnuLbT25Junb4trDAiu3R5qhjoZ/iMQZERX6oceGOjKUvJHYkSSAN60haZBtyIeIBME9K+fhfuB/+9iD/JvPPc7CYHyr+NyjO7nnmb2n+Ns+sTgVS/P3AX8XeJe7HzmZ156+yz+34+tb9/E79z3HwhBGp9ODE3mDaxqFFlw9SON545rnTVYjUcxivtccmkbeK5KZ1hRictCeZ0MIES0zwxZJU3g1ao5Hqlm0xSJMNEEWmVa1JnbcZCqj2qash6SLFTF2EW97j3kmFaFK+/esqsSDQwkbgaazWrTtewJYoL8Cx4aByWSCaSRl23721mJrkAFcJMGduOA/fHwn9209wIY1sb1SRNl00Qp+5E1X0+WgdfeheX7jS8+w4YJl3LH5zNLm4NQszR8DlhFtKMAX3P2vLLY0f7HXnoHv45yMN1y1nkd2HORTD27DSPlGmerijJsR4+pSQ1mZjhokPCsQp/eg19VaQzkAo+aGxRjuo0RGyfrZ4ViVPJNGqASwhIIMUVlcI3ljizqAlloHinaZnHFYNXGGoaIlq1vuJIaQc5rbqI92ASFcnLubiYa6p5GOx2Ol1kpJnw8ISY6uxAS2lKDYaarCiQvetS2ZJPTkE0SkvVcsNx8aeg7tDWNbcefRXQf53AM7uHHThdxx9Xqe3nWIY0Nlx/5j7Du8wLpVZ/bseSqW5sd1qVxsaf5ir53FopAASUqR9JwJ4CFG+k3SXmJ/zz3U3fLsNNQeLZoLs9LyNDbiRSPFu0gSyZvevC76TEmR4Rg42OK8LXFdYQfgqOgord/oevHHYOkInqY4cbbrCkgXjByzIcjiPkVYixaslBzzRLW0FCUO01aiyrbrU8HRcY2sGflIXo9qSTfmmJNa7RlSebx0JDMi2vA2qxUpuZ4VP5/Y6XR6hAd37OfB7dmmitI73PXkbt77DXYKpztmTJ2zHA89u38kSkNUPash24EN9Im0WolZYUNao22UkIxsi8eSi7gaGjNWLLY4LFLYcrvCGwDkEgP63JtcfDOI6Zhc4xmxwQROIJke5HRRw3IbCvLR0OaIkvPPUtLrsSGs4YrsNSU96hDyJFkRk74a5HWJVjh49Hle1NDrcanp0Gx4CXAnVtEmwfBRDSkPr3jNn7K0HVDHcqbpCf6YG5MkPIjm+RfHhp7fuPvpM34/zBLyLMaW3Ud4bt+R0MpZ6FPtLGQ7ujwvNX/FkuepqjF7kwRyXCxGE57GNB4tLkSyuEvOF+PMGe1ewfLrhezNVEmgxajaKFMpEFKrR1uBVWLLnxj4N5kRH4nskIfVqUqAh5iUeirBaUFLjDG6LvRTa5IaPB9MQz+MZ97mbNV8QeJbDX9MMU1CResiNK7XNaphp1Ar/cJ8Q8WgOuKVZlA9HrtzJkqCZ+7hyPw/fuRrPPn8meO/zhLyLMbH7t2WBJZ4GitNGEpDIxRNg5iUvve49cYnvBC9Ze5KaqhixNpSorUolDxbeooZi4YigVjOJPN6XmDK47UdEwOMEcsRhqVUZQBKCIteZVOYN0i3uBeC5J5gVSKsNR8kmKAulGTHh+pBPIjIChfVPfVYF4Lz254dYe5q8fMoIUsSu8/BTootlGxjXcIioOQepQ9ROS0QWPdszROBcsmnEjEHVgo79x/jI3dvO1O3xGz96mzFgaMLPLDjYMpeTGF7S3RUclUqPBYBK1CmSGuAHcGOiVFEACaRstF6hSYPjORYfIrQNmCF5Kd6+DC2GIZ4CLQBf4wXSO3VVPVuVQVGdDSnpnmetGgxk//qDWF1TQJ4qBxUixY0/cZRT3pRDD4Dcc3dyBhfgNUBN6hY2Kp7Cn8lNUk80OARAW4JPISpq6bie9uhrEMfDs3d3Cio1Ujr7pagUHQeuw8fO2P3xSwhz1J89pGdHJ3vSc3xpLjlqU0ktUklq5G8AGmNG1nwWjMRFfEQhPJU6B7qwJx2NLAmjbDCoVg7qocjunlQ29q5rkWnrYoQ2yGtTXRnINTt+qGyLB23LKudScwI+2p0c5OR1hfgpue1N2MdH/POaz5K8gEQpXk6+wx0SRqMAxrbH13aAESlE2J5WadyINkDSv7fmH9KkCokHzQehriB1lZq9eTulrGPjS2UfEbMzHZeXVHNueupPQl+RIlRj00ERChYile1uaK/AGm11MIZhopOuumsjTKWrE7a+lFUlOKMbaNKWBS3sck05Bv+mIQD90RT4waPrxU3j7fZ5/itxOd2DbmMJch82MQ1U1I0Oc+nZMULVynPKmnJ7onrCPWASKLWMjdnrSJN/S4fGFbj/Nxa9K4xFhJZbj9XyGuMc62U4A1TiEa+9mHqo/G9lxQV2zjT1Hl1xVef2cOO/fMjayY28GldJbVxL3P7eKhG0Q7vhGKaZySnTGIsUUrbDInEjM41B3AKJTtRk0imUQsj+siYC7bZYouUTm/IrOTuv1uKUGnMDFXz9dmCOmEYW7TLqu/jQwUPlQDR6QKyIjDAMAyjnIe4YDkTtZwXGlldsTwLkq0kyWgiz9WhLifN/JUw6zGPZaxOA90dW/U8ww81ztKqOnYlXgpSc7Y5OCmPzofuuPyM3RuzhDwL8dGvb0fcovVzYUj3Xhsq2nVQdARvjHYeKnHTxeErmCcG7jVlFBuCmfCgxTaF11QHSP6nNYSWRBkbZzWrTQtPVk0pUKsQWq/JRRUfP8fQsfo6nuansWMZIl3gNgVHam6GmBOVx31UkXPVoLolwQCBoVYmkznIitusy30ImRHxRYCRBP9VaCOSONN6sp2s1nzQASW/X0/SgUS7jEt4RSbLx0Sy24hqv3H1CjZftOqM3RuzhHyFY+eBYzy9c3+ONWLOF/MuD4dfTXl7JZ725nQiuA+BwCbv1IVYdxLQHMy3+37kkRbJ+zqTdDyjZgcn3jpEABbTkcVDfDKQVmG0x/NGOs85ZHHM29Z+nFedYNo0kCrOjHG+1ERYYzdak3IqKXuZlb4wTaxWSbMr8HYWlaTweav2MTIYPK3saI1Ak9KcksxjxGGRnBYUP5VF4xoP4MpsQLUE0V4UscJ33nrZGSWkzxLyFY7f+tp2tIQvhjJtsyC2J9ws2s1MPINco5IRaTW3XGpqch6LxKtg3KKIyiDjk76NSjSRXBUPnwwPlmsTMI4vkupvjYBOJF5jknpWqkhob1BLvLcGhbwN8UfNn+oxd7Rsb2MMOB36iYUKXpO6DEw4KlRrL0u00UPf02nIXUppJPhEi7vwMXEPAMkc3PuR/hfX2RQJNPV6YlpTui4VFpxGdPdkSM1NhNefYT7rLCFfwdh1cJ6vPLM39gIt2k+hYQ0hqRF23gG62AhiyIi0qifgsAjwIUcRhuNDBZy+GnOly+2LTJ4EVcokZBdrniNrW9NaLHJV68jOMWvc2GC6qCievopol2c1z/WpkPyfTEKJIBT6ZRy4Oz5a5bU6U6uFIp0F6SGSJoxei4JhwWbyaJGjeYjWvSgjumz5UJFakkI37QACPCpIzFgSZdWwOtAuRyOG1SG1boMjS+K6rsaxQdh3pGftGdylnBEDXsH47a9vpR9Sm1Rq3lqarWuo5be6KG34nmcpiGrSD5U6pBlPDfeoWmsCJJZeh4VJSnOIpllMwvha0qHKCyGrH59fVCksIperUiToem01TAnB40iukv+1AbrSFUUnBS1xo4fLVVAAbRhC02cIkCTOnJoPgngYhMNxkg+Icy+xiJaIaTwgqlU6UWS00QyhVUlihadjVYiG5QJaPvkk5680Er+0/+K8iYY0iKef5jgXzvnvf71nyxm9R2YJ+QrFlj2H+crT+5LyBrRxgYCYEVsSrR0UarXQo6nB8+yHcMWS1JApJfms6YxVVPMGT7YPkYw067kEcULaw/ASMo94zjQ9QJExsiqPXaxY6PIks6ad4Uh2ULPEkwRtwpouHgbkg2HSTRPabcB8SC5rH6LJAXNijQsrxLUKzU0v3pcc4SQjyNvqmUNZ9L5aNJQX+oVEh/PJlutnNsSZUqQpx4YVHd60hqJl9toz9IaLc+/Wffz6l58+Y/fJrGV9heI37t7CsaFGTzoK3QAItdZo4TQqYGlIa9v2hVHaMHM5vBktgJTcu8+vFmdHkrDelMnJdjjLbrTFOShvEpHjcA7CqsChK0EEiCE5IyBEVrTQOSUqZQI74akRSKtaDNIt282SSa4a58LYdInvzd0Yam2aV9Fed5MQ5RqtDqK6lgYeJencALTJaOaVeJPwCLDMfBi3XmKsOt0hbYyiqIhDClHHD84LrCjK0b7nghXL2bhmNoc8p+PJXQd5+NmDCW4U6jCEa1T1VIGbikl1k0BSiwuW1Db3GPQb4ZiMJ9mEmI2ZW4IajQUT6gJmwdoJYoC3Zpgm1xFc0vYeAt00IUuuJbnpOG5olLI2YnEDunbmy7NWnnk1219rKG/x4KIqaTeei9YqibZKACztfOlCl45XVoeo4Nk6Sro/x0eaFVF+3yJYqijE4jYpgzIlHaDxNYcaY6YuN0Ozj6CZw7bvdeWc8A9/8HVs23eUmy694IzeK7OEfAXilz/9GHUYEJyqQimCemGwqBnuMfII2cNs54qOy7pGcFqDJ1CSQxqsnnDAkgR2PGX3A9QYAmVBLGU/aNUjxyZ5s0arF5/bwnLDQUZUJIu6lizuUamiNOVrU1tnPAeLpECxpDVdoqFxYCPAzWiFawJWxaJ1DwHmZPPkOKWYU93D0TjfK6hDkkrlOr5vKBXkWlv+PR56OVZyo+smiS7HNklrv0O/dQqEXbdxLauXT7jp0hc35zldMUvIMxyfevA5dhw8OrZOzZBJciTQDGOkKi4BQngROit48RAkbkirx7pVnmworgxkpUxydxENdW8zBjPmvBshfEkFAa+VUroYjQwyGuToog3loLLB4FCHgUkJAxsdIkFqG7HI9L09KX9xozN2BE48ZKTtbeXQPd7HQ4S55ihknN2EGJeb5d5nEByojcoW7x37o6G1U7RgTVayqft4rIWFqofEtaaPpC5atNZEiYeFHi0dWjrcjWVF+cE3XnnG75MWs4Q8g7F97xF+5+vbR/YHFme6JKGNVnDhiZEvciLx1EZOdVP1Rki/x9S6kVyrqhUvHYIzSFRgK4VJjTawQA7sHbFsCylISf2aNoRfdIaUotnukXqnBSuRiOIOg6FdtII+bRrBYhwiGmOVhGCCd5sgVOjVxMfDhi6V5zwXiNuuYkoQhNykj0SKRgxoWiYqk4CoSxmr3Uh8aAwizesT8uEEiOf3HCRzxZFSEIW1K5S3XLuRjWuWc9m6FWf6VhljlpBnKPpq/ItPP8ahY31q4wQnU9DwvpAYgHuJ9mkk0iSY4u7k3Z9VIsWFuy6g+RieULMYtFMSGiDi6KScLBuMOF9JVAxKEgd8Wk9GZgFRLSOBGRehy6JtFC1MvzbTh4yYR2UjEij+1YPD2lBkG6IyuTOknIeK5ll6yjFt7WcT55Kcl2oSzSVnlpImtSGaHBW5uDNY7Hym+hVkl2I2RHs7fj+GGKOh7fK5jj/1tmu5/Qw6Jb9YzBLyDMRQjX/1e4+w68B83JBFQt4+ZNdG5kdI3cdWQ601b8JKNaN0BekENR1v7LjHy0iDc0msRPM8pcS8LqGOJtfBaH7qSAkTHEneZjO/UZ2ybQC8afy03ULacH26DjbOIjK5GvUsqlaOVJLGVmnc0aQKumOJsGoSwcOrI5K8HyqTrgutHNFp9SQfFNogKqG6pU9mtKma7a3alJYIjuU5PrpXiUrbSPZjqwyvuXztWUlGmCXkaQ935xc/8xj3bT84/sLbdkLBGDzWf3obEElov3QhheGxV9iVAjVuMssEGNUCaDQvSbU2MvHyid+G7N5WmwK+t9xwIHf6oqUDqNNqscjFVFO+3ww0Z5nBJMo20KfwTRusg4ytZLSHcdNPRxJJfFgkuiymOQeNygqx4TE36XBRqg3R5otj1ZhM5sY2uM1h4gER/FlJJJi4nBjn5IJ2PCQUavifeHVqF+yCqfCHcPsV687kLfKSMUvI0xz/8ctP89Vn9ua9HTenYCwsDOHeBKCRdO5BCNe2DAzZiEaFq2SbOCKtks5OZXo2gkBkxi8dCVslHgKx9T+FENu0sjSUlEbNOx7K6mNLOgKp2RqGgkDOHa1xRttWR7KMEukUJ1Tn2sOh5VOul1kjxI2E8hzWi+P5GnGnOAxWCRG5VChonSfJuGnjkVENgPFjEEeHTifx+QrrV81x4aplDLViLtxwyWruvHr9mbg1TihmCXka4z/fvYVPPbgTiJGDmOeOICHka0aRLm7CJk1hUUUjFTSBmxg0dlawpJPFonAirXnzRcKELYAkothGGpix0A+hBSOKyJBE7lg3ktKN79vQVx2RJcJFi0Xn1jbqYKq72uUDxjGopGAWSQyIWeq0igI+XTB2kfDqSIRVS1M1j0SONnWaTOrCIM6kSXko8XMMlAuzHJGURHVrDVbQ4nBiMbuNRhDecNVF/PE3bT5Tt8RJxywhT1Pc88wePnnfdqqFmWg3mQt0s5B6ocogAponoTYX0LgxxjlYE6lwCQMbcv6XZycEqjj0lhUgUrnvF+hKmQojO3Sl5PJynPFKA2FyHtfmboFiTvcKgVjOxUbjVsn2L67HmXTQdExLcNwwg4Whp0vE1z0rfc5DvbQ5arpuaRv0xzcZHa5QR04hSTRwXOPhZWmdPp5PfUB0kj8Lo6aaeV8rE821tGzhG3rbpDmWzSnvfs0lr8DdceIxS8jTEPdu2csvfe7RWLqVgqvQuWDFY9CfrBu06YR7Q+xj8G9tiO7jTWjZpjVT1uqBtPY1qHVx5swzZK4ZiRRKaYCPIzUZPJrZnliMS2leqdkiSoqiT1vW4gFCqcaifGtoFXJLIlFbnT4wVKDTDpVW2YlFaoxSClUC4XQLEtxQB1y74PTkWa5VYVLuX/I8WKuh2rVnVl5P24ts52GlkzizF3XcKlicYUMvyFJvx9mwZo6r169i7Yql5YI1S8hTjINHe37hM4/RD+Q9r3QuDI3mhsaqUB6eLAmqGhbCkGjogKFDA0JsVEQrqQejeeMHn1tHECU4mPG+6NRpKnlucY5rSGjOFcUqKuGOJZpjBm2jhoimQt4SRGgVKSqOBbk0K4/mRn1cs6st8qxsp2LJJC+jBmopgaBG61nja1tIPooEObw9OUSC9NcqZswVcwMkLjNAnTwzNyIGXcqWWKUfKpSO269az1/9jhtG/46lFEvvis6hONZX/snvPsBCzfbRspQ0jZm8q9vIQMebJ7c5ao9ZzzD0UXlKbG6gwqSU0IpBRqRQJM5lArkp35acPccWsfERNy1oV0KWwpLbmSTscaWrKaY32HUxMcDzjNowHWmD9QCSxCVWuFTwEmBKu86QcdQckTiilWYvPjL0tD2s8qGSa2DiMNd1MFGghh5OHej7gWppKtQeBPm9tPOgisXCduq0ao4ywktkEkP/IqzolId37H+BQsJSiROqkCLyFHCQwPMGd79TRH4O+D5gAXgc+El333ec174P+HmCS/FL7v6zp+fSz3782z94nC17jiY/NNeKJFXMEnSIm18DZndjWKh0XRdDcALAEZUXzBc1z3x8A9Lq4iPhPLU7yNNgnLsyzxKTDSDEgyFDI4i3hE2NnXirJJu/4LuLdaoXnnnzIQPRUorlGCXH/9Y0d4BW0YVsUXXR/LRlZfNynCKsklVRPVpwKU710NyJMmiYNbIAlJKAk/v4I6kuuUQdjsmG43VIaUv48lN7+NJTe7hx4xr+2Buv5LqL15zBu+Tk4mQq5Lvd/Q53vzP//rvAbe5+O/AI8DPf+AIJ7cB/DrwfuAX4cRG55RSveUnE7z/0HF/fsj+8I9oNvciF2JyQwK/hEOzusXVQcjkYUgOncWzaeKIlX7SdYUEuWB6cOg2OJThTFfFpJY5/iVbRErGtQ419wyGqct/31GphQTdUzHo8wagWtRo+9NR+CGtwi93Mvvb0tWehHxiGWDhuLW2rN+KxLqXZzkYBi6+tKaoVNnodUpNhI5Jsuan6nSWqHD/T6B7CIyQ9Ozyuy+sQCgf5/p4AzxQky5xXRrUQgMeeO8TPf+JBvvDErtN+f7zceNlnSHf/xKK/fgH44eN82puBx9IFCxH5NeD7gQde7vu+knF4fmDL7sPc9fRuHt15mIUFo/fwNp5fsARjmvZMUK9i/hU3mBQBDx2cAE8YExdAavg+ShfAzrRK5kTSBdERwcibPudrInETepzn+jbKkPCgWER/RSdJbCcQ0g6hSFP6Jkco8gKUlaKU2HmC1Hc1nE7jYTMRxv1McRhswCwkPdpqWE5KWKiVyaSjUMYlbIQAopwRnGrfc6gQxBNmcIBhtCYXywVv0aDc5c+saKj29VYRUWrRNLj18WcX62GRoiqByM6j/Ns/eJIDR3q+85ZLAzE+i3GiCenAJyQ4SL/g7h/+hn//c8D/dZzXbQIWax5sBd5yvDdYapbmX3x8F//xrqc5eGygLd+qB4SvsR0b8P0wxLC6BLoqqXWjCFSQkvSs1qqJp8KaTO3bXKLK5mBbSLhfIsnJEcmQpjALtTIpHVKSv+rOxNsYYiTnBI5TLVaadCpoJUasLEGOQBJtXdQvaQOMUu7fsl211habj6tRkLIXed3B6SOYRCLMtQeIDfGw8qTG5RxTi7Z3bJSCkI/0mGeaC16VKf20PbR8PL+aa7wnQcUzr/GAGEGg/N49H0AQ519XqMZv3LWFY7XyodddcaZvrZeME03It7v7dhG5hDBofcjdPwsgIn8fGIBfOc7rjve4Oe5JOpP8wwB33nnnWT9tH+0r+48shLx8nl1iJaGmQaoAFSnKRDoGN+Yo4W0Y+UeVUEyzJv9PoKFucd6RPPe0dg1LIrkG3D+kLYB2JUneccOXHK/YWPYKZlG9IFsyT0YMTlXL1i8qs+uUQdP4pf4NKKskF9WkgqQmrEtuUETfF220jnzQ0lbKgnjE6KrV7NiTGucCkw5oVdotdHBqJPAgQleatEbOJyWl/1NxrzdDZTIlX7QzsWYLTBgOqVmIeVlyeyXO6+qePiWe6DHM91Nvk7MVJ3SGTBNW3H0n8BGiFUVE/gzwQeAn/PiQ1VZg8TLZFcD2U7ngVyoe3HFwumkQ+APDMAQJvJ39NChsqilNkecjU81tvGSqZII1VbUYxhOaOYOFANTQx43XBHyLMEkV7/BgzDOlJxkv30tqQP2ltIQPMMY0m7Q8h7ZhfNutbJsObRE3cJYX3g4ucY4jGTfRek9HOOLZFqqM7S+UMdHj9TUMZVt1MsZxUMnXBU2uICJ0pYQRkFeq9bHZP4Q1XfS5hdHJsrla5Xkx/EUslRWgGOPXDWmPeJ3VnmML84liB/hz5foVvHbThWf+xvoW8S0TUkRWicia9mfgu4H7Ej39u8CH3P3Ii7z8y8ANInKNiMwBPwb85um59DMbZuGj0c+HYaqK0amG3o3F+VDI9g/PNaBGUY4l4qKKVxs7LKsDtfbUvo+Vqy52A6VoEMyJkYdLgynjCW5pAxd/buBErHJ5ej5C2J/Hkc+nQ35pS82WVDnJX3o8ZcTaNkeetxZFW+JtO4h4VFptb+lNJW56TmtwbPsZtPlgjGM0RhDioDYCVeMZr3HvNMcg2aNOSocXZag9PgzUOkx1iFi0sVFj1ENa4DGCRA7pmiUSAlhdV4IPW3u8Gn/mbddy82VnVp7jROJEWtaNwEdSrbkDftXdPyYijwHLiBYW4Avu/ldE5HJivPG97j6IyE8BHyfGHv/a3e8/I9/JaY6DR/vYAOg06V4ehjY1LOHiSRwwffjbx7a7Jp/FCePRvg7MeRf/NgnbbSu5DiWx8lhSWqP6kGOPwsiMHpHWgElUgswdiRgJ5R6SjUPOCOM+b8N64mtZ7gemkFQpzYvR6EM8lW5RhayDgcQwvStlzNUqRlMIkEk3traB+sYDxFu77M1no7WFzWKAPJS2BPSRShh2AFnFyZFlSStzKeElkkwcs+m1IJ6dSMwfLR8+PuQKlsVDC3x84HWiWHE2XrCCK9avPMN31InFt0zIREhfd5yPX/8in78d+N5Ff/8o8NFTuMazEquWz9FN5uj7IXofwtMwKGaKuSbrxZIZE74UVh3V1rDCRNOFiigMptpUXUJ9TfJJ3YbblDa8YzHSmgUpRxrJWkGDiuYDFahWEe3GKuXkAnDXoSJhsSZEkhdJV2Snk/y+Fh0iSz5oulSEG6uqEPuHItEaDkZNoMZqZaIpGWKCMzDU0K4JvkOoz7Vzcjy2UmA5es9Qn8uxRTBx6vizbLsqTbUu35Yi8ZBsauYVkK5LkKkBOoAYK+cmHJlfgKQjXrBswp9+6zWcSXuAk4kZU+dF4q9/543cevnaaQvmU1kIaWJKi1pRLHRdpJRwbiqxAe+EXVpUjnjSi+Zoov34xac3XFMI4IVI6zCEoarnLl+/0OfmO2EFXpRJifOVlwJaEC0UzVbY01qunX1NcztDMQ2Uk0VUMk978rB7kwZf0oSt1Evq3BSKaCwZa4ntk7yeotEahoBbzDGpwUzyGq5eOZ2M9xTBqVwwV+gSBEsu3ngujtyNii75gDAJpQEtHagiRaipZzsMMRrqVHjdFev4Bx+8lXffvBGRwtUbLuCn3nMTN2xcOsSAGZf1JWLPofmsYHHjtLOKu9MPPXMlW9EuIH8dK0eQyk1Ac8YYSnDR3YV3RGOb+AiIuIMPSRDIs99QY3PeVBJRjDoak4s06aHtUArp4jZFPj2eGgGmtr1LS5Al1j3iIdEAm/Z6S3DGkgiTm4riY+Vp45xWW4oLdG20kICWhxiX61TmoyP+PTppB4ZskaMy//CdV3D5hSv53z72EMf6WMrS/Lkb8cOSNooiWmGrRpe/B3KE4y7cfuVa3nDVet563cXMTeKH86NvvpqNa1fytus3sGyRSe1SiFlCvkQcOFpphjKh0JZb9OSCsUzNZ1q7Vy00YjxXi9QJoeGki3lKWLgHlU5qtKtCbHLMTSbpAhXgzEQnMUsskkTrlmjB3lFvWC64VIo0QeOQMqQIo81czj2bpwU5C23ttC9umDwqllmzE/DR8wJp75gPAvHR1KZzohGNJxRYiHEVmjdlq9JBm8nnBaoy2tP9569s5X/+Y6/j+g2r+NqW3bgWui5nleK5RdUmlnlNJeaVQqjSvebyNbz1+g3cefVF3/R7FRHeffPG03/DnIaYJeSLxNO7DnNwfoE6DPR1iB2/Eq1fFyUglmObfAbEnM2bNk7caaPkPQQK6katlmSC+JoxqnAmKVcoHSlzkeMC8ZxvBhjhEruFYcpDzkjbmTBnmh7eIWaCd4322ijejFxbtZgpuretlIhxx0MY55eSK1m0jxMJIQ3hbCiqB6xlmYAloa52VHQ1qrR5aQBcyybKQnYVB472/NNPPsTfft8tfObRnbjBsiJcc9Fq/tFv38uxfmBuLq7jsrUruOqi1Tyx6wA7D8yzclnHn3rr1bzhqm9OxHMhZgl5nHB3nt1/CKs9osqcTBLIKDGqq0zLCh1tOVaS3WwExctFqP0Q5jAlHIVV4uYsueEgGhblmjP+KiEloalnOm4yNHkMz7s2K1OhkdR0pMbFZSjNZKY0Bkzw33APNYGugTUG7vWFuqyDY/RUM6o2ZXEoaSOX3SoldyPNQhYyWDPxkGr+kC6NTug55sj5H0Fhu/7SNfzJt1zNf71nC088f4ShOkcXApH9jhtfWMneet0lzJvx5M4DPL//KNv2HuLH3ryZn3zHNfzBo7u4Y/M6Vi8/84LGZypmCbkodh04ypee3M3dT+1hy96j4RpFtqO9YWIUaxqq2SJlUrTtpWGw8LeR4EyWTpGqyQNtauChaWMph6gSiGArIc1XIlagFs0IPds0lbSty2migw89g1XmSlirmTfRJuj7GHOoe2rhCN2kjC2iECObsghllS72OiVngrSKhoc6nEbd64lLq7VSCL9Gd2egRpKWQJnNc9MEZ+VcYXnXsWrZhB9/y1Vcd8kaigp/+TtuBODoQuX5Q8eO+zv6U2+7BoDdh+b51S8+xaM7DnDZuhWICO+48eIzcFe8sjFLyIyvPrOHX/zcY2H1NngABM0zQ2N2WFLQuC0BpzhGbEZ4SGdonvNkBHECaNFaU7FNXzhjlGw7LZajmnBwU8DPER+1emiMJhJpKY6smgP8TvEaX9OTcCqZZEMNCRHPvBaBUmOPUPPBwTiny2gE+Rpk9CptvmqoBLKKM9LkCiGsVZCx9Y1XgNsQY5H82C0b1/Pn3nkDpehxydwr5gqb17+0bfhFq5fx17/zJp7cdZg1y5fW1v+pxGzskfHA9gPYEAmjAjXUO6MakXbbbnljhTyhm7OwsIAXAQ0PxpIjhGbGSjujKak/mjQ6Xjjm0BwtuDm1T3/DwWAIKzoVgkye4wgtJTc2dKSGhcGooF3L+TifdolQtjXEEXARC7Q32UZSputXWBPRalxYaNoZTaFuXJd0kkoowYgRSeoe0Za7piJ43G5f23KAP3pi12nZrLhmw6qzvqFxOmOWkBkbVs8FA9Jz+6DR0Cy10EQYasVr+AU2pW1VpTNthJM8W01V4qLViwF/IIM2Dhec5LPWgO0j+QZKF7NCSUEb1RIK4yk5EEP+cDQOj0fazB73Gt9DI3oHwpI8zkZybyOJSNiQBRHcFt0O0kClMAYi18w0ObVQcJdFVulTazqVIFEEvhPux2oxrhEPHZ4/eGwn/aL9y1lEzBIy49CxIbVU25Z/cl083JawIVeSYgiuSlQqEWryOS2NUnEZhYglGQWeiTPUNuCvDMMQS7eSZqtFmUwm0Xo2g1IP89PKQNNXFSRmCOLJGGpLwG0peBG4lMRwhxx7eH5vqebmNp2zvoDLagEFaZC3W1WPiHUuURI/FdrqZKgRZGudwJWTw3shEV1j695j7Nw//wr8Zs+tmJ0hgU89+CxfemIPrcw4Qh2skUQC8Qz4MCUILaqJxJzPago2pT5NKIQHgEIlOapBY5O5DizYO1om1DZjzM14gVh5cqFIl9sYCWmaZqK2JJdcRE4FAZRBmcr4N+0cpuc5pPFCGUcg5PwuCAwRdfC4LiQVNjKxE1jCmyJ7W5FapBkgCRRJbGAEIB324DHUL6xc1rF8blYPvjHOy4Tcc3iBLz+5m6d2HeLStcv5xP07GIY4NYpZDNgnBRuMLhHQNqJzH+JclDeq1OCaOjXOmSKY9dRa6bRDCnReMII00I3A0HTG6O0GHlkvgcPGYD3OspJgSUum5l0YFxfJPAw9vRnLSjc6T4n6eC1DE8YhP1bagDKAK120oVxKfKwORiF4usk8pVYLNBfHBgGMoRpSuqi68Q5x3i1N2TzP5m5cvn45f/O9N3PBinN3PHGm4rxKyEd2HODX73qGHfuOMF/Jk5TGSlQN8SnXAF4K0Ivk4BtMZVSVcw26VrKco5pCVM6SJG4jxxexqa/Z05mkJZ0SyKZLaOy086U3i23Peb+OI5G+1mC7ELS6Wo2udAweFLKQjBReaEHXHiYl1QvinNuVRHiTvCAuSF0EjmjsYQY7VhmXqCmIV9zj60W05eRI6NaaDguVgJkcH+L0PFhl265D/Mx/+gorl0340TdffVal+5danDcJeayv/Os/eJy9B3vMK0igpg10cE+NUCXFfYPHiZfw38DH/yce3odq8Xqz2GjA27kxgI9IMBk5rNaMWFul81bpkv6Vw3evMesbZTRwFqwy6eZiOM90cTj4pQQIk+de1bYLEpWziiJNK9XjvGfueG6RhHgy+JhgxJpYnqktxbvUcm4C0AUztSRVrkLQ9Cy38k2CVD9WXQdXOgEvykI15o/M8wu//zCP33IZP/qWq1+R+2Cpx3mTkLsPzbP/cJ9AhmO1p5t0OXrIpLEBTan7qFgafhypKmcigYgONXYbYwhIl1o25LGyOqBG9WC45AAl2DvFxmlfDPU9F6DT3z7Pct2kC75qdqYdua1Ba1l13CFsa0jm+XpPunlKVoQ+atQqmjdlq8wElS2Sd/Eckphhpk7QVBGA7HB13Hv0lAIIGY2CV9IJOcpx2MM12cus3snkWX/Bct79mkvP9K//nInz5lQ9EQkpCPE0oCkjcyRuGlqvFTeypyOTQD8EKorVaAuLjg5UhTYHrPnDlEQfC02ISS0JBkWptTL04TJMEsy1SPraB2LalUJxjbY2N/Q1FglplSbKaxNHTvQ3fUJEgvju2etabfKQPiKlMX5oWx7xeYvvhmndblUxsVoPIkFDbZswV0vwIEJI/kwimZuaXfWQP/EErxRhz4EFLrlg+Zn7xZ9jcd4k5LrVy7h64wWhKaNN1tASDWxJ2NpMckQRGqbaaZwtRycpxVPK0RrR3OPrNLJ3A33MYcgRBxajC+2UoO8oXUqCoKQuTpCtBx9y+z1nfZPUxWFUkBpzMyZ8lkwgkJYyEv+impuXHsQHH7vjVBTw5L0uGmyM+yv5fyS3NBosFN884woXmbjqIa1huYTsBdq+Z+R87l6KMBBLzp9/9HmOLAxn9Pd/rsR507LOdcpfeMf1/PLnHuPp3YfDtszCQy0oabHtMN8vBOlag3sqokjOBWPwn+2ZdzniWFRh3cZ53JBIa+k6pCvZpoHmytSoTpeoS47qY1TibU4o2ZLmPNHyvGsee5pMF6dLkwSZ7/NsmElEjXFLc6SyoPkNHkaxbWsDc+oiCY/BpnZ0k65jsEZhDzIDpcuHWM4fLWei7k1cLncVyVloS9t8UOS+ZnX4D3/0JL9x9xauv3g1r7tyHe+4cWk5Ur2Scd4kJASDZqFJL4ZuBOPwvw642kh9i8G6pBZrpVBiblegWEmvxzgfooovDPSD5bggBa6cRWfD1vk5VizOk22+ZwJeRsu16RA/DXm87RdCX4OEUCXmpP1CT9d1DDkL1KJ0RbNdzf1Ag+algcYxUi2duvJ1Lk63qGEq2gS7muBUm/tkcReNpZdUetOU3lCJ5FtY6NHSMXEf0d6+1mmnUabvDc7R+Z6vb93L/FBnCXk+xP4jPR/+9ONs23c0bnopuBlDX9FOUm4jn+i5RhEsHGBEO4FUK0ecvloO4WusHqW3hUoAQAUFH6IlJoWypK1SZbXwqe5oq5MuSSZPhkycS42FwZibm4uK7HFtsYiRchyZLAEe5YhDNDVXc26aKFFCLM0XKFfHpsSAJlhlTpDspyfNoOHFmDJ/RhJiX7T3JMyC8qEU/PzQ7tFSQiCsDkiSJbrSxffUFf7EeY62njcJ+atfeootew7Hk70aIbwbo0VN3Yu4mdpoI4b5GqSboMYhUB0ndxy7SYAqSqqphQtVyH1kBTQJeciSc08t0do2+poUfAh1OkkxrNra4OZQLADKHJbqdpnwTp4JPYkG8b0ODHQezlciNgI3bRvEIFXTUwQ6D4WjskC+p+TnFXSKsIpjNeQ/dHTP8qTpOak5ngns2errqLygFmT91GcOFk+yfS5YXrhw1atnc+PlxKsa1Lnn6b3jn60afd9jtQbNrYQoU071xrONJh/VJawDAuoU5hcWoFZUCX3W0oUZq5KzOEIhzTWQxUYoaCI6PmKW9FbxGhxZ9z5Q2RKrW+PGiOQZMHEiCdXh8GV0zweEB8MmV6W8CQ83GcVxBBjZFUlRp3ZuYxu6GMyJiFGK4M0+IMcr4lP1Ok+JKifmjlERp+Y2QqEkxdDEETEsVdPb005ERxs7R5eEevjZjFddhbxny17+2z3b2Xt4nsPzCyzrOlbOKbsPzTOZTKgWlVEg3QFyXiiBsLaRgiMhxpuSi5NSYlFX49+KOZVK5924swh5DsyS08BQM8+BeXxQXKDoWIUiTyzNRcdSFMN9B1RD/qOETGRURItqb+m2LNEWerKAtIlQjfPLeG9vBzqZzkFVk/awaAzpufipje1AsJSqVTT1glqrG9+DpzJ7e6tmyT79WZgFkUGyTzYLK4ZgDykH5nv+4W99nX/0A69nxdzSEp96peJVlZC/ec9Wfufe7akLCvN9TzVnvtdxMyOqTNDBpgpubR9Csdx0Bw/rOCES1EDTjbidERt6iKQFOKEwZ6p4b5kAWZFVF7kSL1KnS5S0yXG0oYV0itfpWbeIMNQ4G+b0dDzzFomHyzi+qYGiTscWUHtjUpIIQDu7TaKlHaKFHhZlZG0o62B0JUYt1QNhLV1wZdvX7mvFtK1ylYZDtb2UkaMb22Rtz1KQGmOdpsMKwv4jPf/kYw/yN9/3mvMyKV8VCXlofuD/8/EH2br3cHCxM8UmkwlmFoJQ1uhiHl4XiWKKFNwGBnNKKPXSlRIuV62yOGkc6mGpRoPvc8fRhOoSjsgYk64pngfYEW0yMeSXcAGuauEHoprjEgHvYpfSs5JpSiBKtKCeY5ZqjuU52MywkXFDKMO5UCYlwZ880eU5tK1gNU45XrC87zuZJmQTF45xaSCqaDb4oiHhKjEG6iAl/ImxijVC+4QmIzmkzKPPKUXCcCjcp8adk6DwufD0viP8+z96kr/8ruNqcb+q45xPyMd3HuRf/t5jHDjWs9D3dKULrZhkipTaOCpx7il0mOdmhkH1EHKadF3cyEo+vWto6KSmaCfCkIoBcQNpJHJfmZQQ8e26glWJc2T2xWEu0ypgq34lHLA0pKhCBhGQGse51BztB6PLiXp+mL6vaDcJK4D4p1SCAyR8H90D/CHBnyinJUvpVM5DE3nF2oBkepZsej0tmVu1G2SRLRz53g4lrRRapTQnxymhvRPazYpVY6DGdkra6lUPdLqUdpaAB7btZc/hedavWnbmb6IlFCcE6ojIUyJyr4jcIyJ35cf+uIjcLyImIneezGtPZ/zKF55k7+GjVK/MzU1wPClncc4atzSyLYqRguHVMHE6LXSTSWIujbniU/OcHE9YfJjqllv+fYBAneSoIxhAJi3J0mwmD4nFU7GueVeMbTK4KrW30eWYGoYyIesRMzstJUAS7cbNCh/BnxjVlFy5QhxTi/OhQ6RWjTGF5vZIOkcFnpIg1iIpjKaa3vpeyb83dLrtbkqukFW1RKPjY51IHgkaitqI8CXVEApaujhKdLnq5ZW6EG7Ih48O/MtPPcJwnqkKnAzK+o2W5vcBPwh89mW89rTF1RtWMdGSyF9sHyzmhaiU3OoAq0Hk9kQlC8EXFU/R4UYKkCbDWBPg0dS46XFYhNKGHbmXKUhUioTvoEebJ+0gJ7muRcmHQghVWa1Bai+aiTVFWiMFs9LSENTcOWkJIeSNH+1vq2rqCUIRkpMjGbwtIVuSDcaHw5h9QIA0o10bjL6MNO4sqcUjqaTnmuMRgdJWvwJ5NfMUvjIQy3HnFEUmE9UcJpMJKkrphKf3HOZf/f4jp/uWWdLxssce7v6guz98Oi/m5cSfeMs13LRpbfhPuONFobYzU/SLQx3wWsfz0FwJ2hniSFZPldysyNUoNCqpVaNaT+mUSTcXiKC2AUawf4I2J1OEMfuuZnKqAv0wYNXwGtbfRTUYPumN0RhCklv6zZ3YxBCDSX7cSiKVkjVHldrUz7OdDv/IGLV4roDVzLfQu5HxOj0//wV25nH1415mvDTAmBiRJk29SVMm8GUEUcJ6jypI/A5CoijIEYFE59m7WZqTh4q2hVaIEY4K2w+cXzIfJ5qQTlia353W4ycTJ/RaEflLInKXiNz1/PPPn/AX74ryN7/7Zn7wjZtjiwPFJE5DtRqe0HrTo4Ecu4nFDZJtpKoiNYxZ6lChtnlYPr2BkG1M4gCMbZi1yQA2LhRXtzQaHRJiyjldJl9IMMr0F5DXRM7xjCaPobz+6ov4Hz50G99926VJyctq45Xm1yh5TeO36QS/tDeGYYG+9lmRe/oaSnbNvMdrhT5axfFy6oDZQB3i42GOM0SrbqELVAdnGHoW+mH8+RhTucm2XRJSH55VNhJZXRBrpPw8d6cLX25z4RZ7rOdTnGhCvt3d3wC8H/hrIvLOk3iPE3qtu3/Y3e909zsvvvjkBW+/69ZLeccNF0c72IehZ0Dwhbmm4IYn7S0pXdLoabHnuNAPkRClICrp39H4msEmMZHcmYwkKBIrHS7RElsaigoSfM1SxoqGCkWF5ZPCFReu4k3XXcSqZRMsJfhDt6YNyp1OlNs2reEn33EtGy9YwQ+9cTM/fudVgVaaxxqXD5FsQ/BxRYyrLlwR1nRFkLkO7QpzpWRVLnRFYgSiGj4jpcSYZZGEh5T4twCAFIrS5WqYSv5bp5S5cLhyie/dLdytrCn0DYbbwMLCkOAW4Bo7myqoOuqGloY0R4KGxi0cOjrPvVv2nfT9cK7GCaGsiy3NReQjhKX5iZwdT+m1Jxvfe/vl3L9tHzsPWo4FGL3k46mcblWe2xI2/TxRoUub3RiT5ElUDPdQmYPGV83JpSi176lemXg3jjagi5FBDtARwQdn7cqO9958GW+8ej0XrV7G0YWBv7/la7k6lVW2De9RLr1wOd//+iuZ66aJcuVFK0dVtzIpjB6OCGhh47oV/L3vey1/9PguvvbMPu7ZuifXucA7icIqAl0qmRMPnOwXFkWCOpoPCA/wKfRxGiYrY4us+f7tevIHltRDZ64LrVutwY+1anjpgqtbNI8OcQIGqB7qA6gyP5w/VfJbVsgXszQ/kS9+Kq99ObFu5Rx/53tvZfNFq+k0W1cRlpXC2uUTqsSNbwhDHVgYekiAJmZ0sZI1Aa7beAEfeN0mLlu7Mpk4gZwiysIwYIm0Sqd00lQGSsD+ibRKwvlu8IarN/A/feh2vvu2y7hodUD5n314J0f6msmr4WU4xPLyRSs7fuxNm9l80eoXfI+fvP9ZQsw5W0PVHGkQiKsHWPK26y/mg3dcHt4bTay5UQRHckMDUXVsJcfwhG9SgEtLjDeCsJfjnyZZO8I8JONJGjYWY5eck5T8GWlJ6UqNEZCIgA1p+Z7AmzXToqbmfn7EqVia/zHgnwEXA78tIve4+/cstjR/sdeeiW+kxdoVE/6H77uN37xnC/uPDnQq3HjpGl676UIe3LaXX/rc4xwbhnAINkbGTMDzOSfUwo9921VceeFKvuuWjXz0a9v5zMPPcayvKVch4/oQCaB0gXYEOISkC1QALapwxUUrWTn3wh/3mhUdNlhUVnFKKUlGEP7st1/PjZeGkeihYz2//fVtbLpwFbuPDMno8UhEDClBo1szmfBdt07Naa5cv4rL1q1g694jkWAWrbOlpKUnbU5Sl9UX7UM2il/1NNjxICgMTggnw2gZUGnKADm71PhlB7UOwNOKoI1l4rxYkugeniMlSQu5QA70Q88Fywqvv/LC032bLNk4FUvzjwAfOc7HR0vzF3vtKxEfuuPKb/rY6666iDu37+cPH34ezy36ajVHHNGGmQuXXrCcKy8Mz/m5UvihN23mXa+5hH/8Ww9wZH6IFlNBatyQYf9tQNiJK06tEhKIAChXXbj6m67nzqs38NjzR3jH9Ru4aNUyHnh2P199eg/L5jquWL9i/LyjfeWzD+9kSMFlw1NCJLiig8GauQl/7Ttv4OoN0/fZc3ieXQePjWiqS0NK0/gmZychNJD7VBnqUwR2uogcLl3tfR0btz4C5M61MA+wJlbCPMY/mvpzGpAV4tHCuga1zo0uN5slRZVVOi5fv+oF89FXe5zzTB2AIwsDdz25m08+uIND85W1Kyd84LbLufOab/YI/BNvvppOhGWTwh8+uotDx+YToImbQ9x56/UbgNhk/8qTe3jLtet5582X8lfefQP/7vNPsv/IseBy5mxw9fIJB44ujGfB4JSGbEeJIQQP7djH7ZvXveBa5jrlT7/16vHvb71uA2+9bsM3XfPFa5bzJ992LU/tOsjaFctQFY71A6uWdXzk7m2sngg/9Z4bX5CMAB+5eyvzvWNW6YchF5clW8mUkZSS51d7gR3d4HFus1oxKxQJTZxqFZP4e4yOBkop4bY1roJBUogwE8wrXS4wS9IEG0LdGD+WZAJyjlwNOoFjtbLvyALrVp4fa1nnbEIenh/4+H3b+fKTe5mvA4eOBRkahINH5/nwZx7hiecvw51RYvCp3YdY6I2f+LZrAHj9lev5Z598kCN9ODrdevkFHOl7vuPGDVRz7t2yn8N14FMPPsehhYG/8M4b+H/98OvYsf8oT+w8xL3b93P7FWvZdOFKPnHfdr74+B7MKwWjkm5YophIehdeyI2Xrn1Z3++LJeuD2w5w7SWruObiFybjkYWB+7btwXzANVBV0ea0FT+pkuR6TZmekbsLaU0nwUTKBw+ptlC6AG8mCgu901enSI5i8FBj1w6TYAu5GVZKLoaHVIpV8nxKvE+j+KXVXkkwbsfeYzy16zB3bJ4l5JKNJ3Ye5F99+jH2HjqGdCUAFJS+H8KDsYCifOrB5+gUntlzlKsuWsWtmy5g+WSKJV53yWr++/fehGrhiguXp3tUtF4PbN/PsX6Ic6A6Dzx7kIPHetYsn3Dp2hVcunYFb7h6PR+/fztfeXIXd16zgd0HFtiy/xglW7iFvmfwkAE5Viv/6a4t/L0PvryEfLH4777rpuN+fOVcx59/5w388089QuiqC5NUQNAmiJdzWLdsJRd1ho2Wx4jERsuavW+2+zGXRVrS5j6kxBZHtK3xerMauKwZLk51w2vJ0cdUoqQlvSV5tyvC5etWfOO396qNczIhv/jUHvYf65PVEk9brwPaCVY9eaPxW50fjEd3HuSx5w/x+w/t4L23XMp1l6wZv9Y1l1zwgq/92HMH+bUvPsWWfUfAmjqdcPDIPH/vN76GiPCWa9azZddBdhw8xuG+UlC27J3nf/mh218gx/9PP/YQD+7cByidFl5pWuZtm9bxPbddxice2IFRw2LPASTbyjgDusrISW2hCJbKBlicsEvS7FxqAkrxb5rGO7jhmtIlwuiPqR66PCNHmNwsSSeuRj7AAwrykamkzNfK3U/v4f2vvfyV/eGdpTgnE/L1m9fx6QefG9d8SqfhxUFA+ZZMEJOmTRpVz1z4na9v5YFt+3JEANdcsoa3XnsRGy5Yxn/56la+8tQejswHmqriSY0rDBhH5nsKzqcf2YHVRCgpWBH2HlngC4/v4m03TAWa/ty7ruPrW/eybe8RrrtkDXde/cr73v/AG67k8ecP8dCz+yjJbY0q1NY5NECaxUayJABknhPGSE5tyHFsQEeVLBorbLSEbv8bFbPJlQSLKdrgwWLHsv1uVGN1KyqsUxT6OtBRuHjtCr7t2m9u1V+tcU4m5Ka1K1imzpEai7uN2hYc1Irmt6XENkdvddTLUS08tesQnXZ4gS17jvDpR55lZTfh6BDon4QsTNyvg4MM+DCgkzmaMoZ2ZFIGcWDDmjluvuyF7egFKya844azr6D2jhsv4ZHt+2NxG2jjh9jmSBkObwoDEZIqB6KxPRO+P8lbJcgVbbujio883oayRoWLRLcUnc7ijKZ6ugRdKgXxcs1L4s0mdKxbuZy//b23svY8MuU55xJyqMb//vGHOFrjyRrL/TYSpJVuFOnFhT7FiaV003OQKqaWO3ygFI4sDCO87hbnv7muS41RgdLFTVgERpqr4x5UtL/4rutZv3pp7u5JDv0dWDlXOHp0wBgYakVLF2MaGEnnMBV31q6gg1BFcA81hdJ1iJZsU2N00mQ4QkdWcGmWCVEto3ISTCgkqIhJXrccjXRtEbs6125Yw09/8NZX/Gd1tuOcS0gRYdKldosLWjzXe2L9V1VDnrHGPl5RZUgJDM8zVNH06OhizEHkLkM1StLIgsearBMRSu7rFesCQhLHTJgU4YffeAVXX/TNc8alEtddvIYfesOVzJvwfXds4u6n9/BrX3yafYePxjncQ8GuLEZZVbFuQtcFByfOlEEIly6IAoPFSGVO04bOm+ZOB1g6Ug/BJmrKCMRxgmaTnvPLUV7EjaLCO246f9rUxfGy16/OVhQVNq1bBSSEPg71Uxem7ylA13W86zWXcfXFa1g+6VBNq4A8KonGkNsF6jBQhz7QPg09US0pSRF073SC0kTmQ6aiuHP9xjVL3izmotXL+O7br+D77tgEwBuvWh/50Va4CPK4l+ntYBpar3Ndx7dffwnL57qkvglSA7jpUCaU2PDQEoR0idehHdopOlEGj51PN4NaGSyoh0N6Xyopr0IcFzZesIK3XnvyCwavhjjnKiTAj7xxM194fHdURAtpjaEGo+Q1V1zIj7/5ajoVVswV1iyfsH3fUZ7dd5Rf+eJTHDrax7nG+nGnT0sBCQFfLTJ2WSaOWKFqtGFBKo/0X9Yp33XrJj7wuk1n+8dx0vHIjgPsP9KnK3oQuNV8kd9jPKmv37iW77ztMl5/5YW86ZqL+IXPPMqRozVMYH2qKFDU8FS2kpR2RBr1PNzBoIzizcXyZ+7hQlY9gLM2h/y/vfv6UIA/D+OcTMiVyzu+/YYNfPaR5xnqMHIqC8EF/ca51eXrVnD5uhXcevlaHtqxnx17j3L303t4ZvdhmvmMFonWl7BKa9v5oQvluMciMFQuWbeSP/+uG7hmw6pX/ps/DeEE4NSVOcTiSDxXlO+57VL+xZ98M1f/9G/zpqvW82e//TpKnqtvvuwC/uI7r+fnP/EQbWApbX7oqbiTCdqOBs2KQfNh1rY/RUpIYRIJHPICSpkI33XbpVyy9vyZO35jnJMJKSL8xFuvYcPqZXzknm2xiGsOxXlu39EXfd3yucIdm9fDZnjf6zbx8Xu38xt3PxM2aqShjUalJU1pAsiAIoYWuGXTOv7s268/p6lcN116Af/wB25n+aQw1JA3mSyqSE/97AeO+7pbLl8bO5ZO6rA2/bo4n+s4P0y1AEmlvvA7QKSpujfHzKikhlBKbNj84Bs2n/kfwBKOczIhIZLyfbdvYtP6VSxUY1mnTFRZuezEtTwttwDbsrE0GZBYc4+BN/CBO6/iwpVzdApvuWbDq4Ls3BhL3Um2hqkymWipj0hpqnmEzk6XKu2eyK2Mg5Z06xJGa3Sies6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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nl_map_cbs = gpd.read_file(r'../data/shape/Netherlands_shapefile/CBS_vk500_2020_v1.shp')\n", "nl_map_cbs.to_crs(epsg=4326).plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Het verwerken van de 100m bij 100m vierkanten kaar duurde heel lang (langer dan een half uur) op de laptop, en is dus niet ideaal tenzij we dit niveau van detail écht nodig hebben. Er is namelijk nog een andere kaart met dezelfde gegevens beschikbaar, maar met een grid van 500 bij 500 meter in plaats van 100 bij 100. Laten we dus kijken hoe vaak een stemlokaal dichterbij dan 100 meter van de dichtstbijzijnde andere is. De makkelijkste manier om dat te doen zonder alle punten met alle andere te vergelijken (heel veel moeite), is een extra dataframe maken als een kopie, alle indexen 1 opschuiven (want alle stemlokalen zijn al in een volgorde van clustering), en dan de laagste afstand bekijken." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "11165 0.002608\n", "1021 0.004853\n", "3196 0.004875\n", "1923 2.693202\n", "3757 3.609362\n", " ... \n", "7436 256415.644309\n", "9711 259842.874932\n", "4392 266925.200994\n", "9297 271954.076837\n", "0 NaN\n", "Name: distance, Length: 11572, dtype: float64\n" ] } ], "source": [ "df_shifted = df_geojson_clean.to_crs('EPSG:28992')\n", "\n", "df_shifted['geometry (shifted)'] = df_shifted['geometry'].shift(periods=1)\n", "df_shifted['distance'] = df_shifted['geometry'].distance(df_shifted['geometry (shifted)'])\n", "df_shifted.sort_values(['distance'], inplace=True, ascending=True)\n", "zero_mask_booth = df_shifted['distance'] == 0.000000\n", "df_shifted = df_shifted[~zero_mask_booth]\n", "print(df_shifted['distance'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We kunnen dus vaststellen dat afstanden van onder de 500 meter waarschijnlijk zeldzaam zijn, en we verder kunnen gaan met de 500 meter bij 500 meter kaart. Laten we nu dus een projectie proberen te maken met de bevolkingsdichtheid erop om het te vergelijken met de stemlokalen en hun posities en clustering." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['c28992r500', 'INWONER', 'MAN', 'VROUW', 'INW_014', 'INW_1524', 'INW_2544', 'INW_4564', 'INW_65PL', 'P_NL_ACHTG', 'P_WE_MIG_A', 'P_NW_MIG_A', 'AANTAL_HH', 'TOTHH_EENP', 'TOTHH_MPZK', 'HH_EENOUD', 'HH_TWEEOUD', 'GEM_HH_GR', 'WONING', 'WONVOOR45', 'WON_4564', 'WON_6574', 'WON_7584', 'WON_8594', 'WON_9504', 'WON_0514', 'WON_1524', 'WON_MRGEZ', 'P_KOOPWON', 'P_HUURWON', 'WON_HCORP', 'WON_NBEW', 'WOZWONING', 'UITKMINAOW', 'OAD', 'STED', 'geometry']\n" ] }, { "data": { "text/html": [ "
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151108 rows × 3 columns

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" ], "text/plain": [ " c28992r500 INWONER geometry\n", "0 E2260N6190 -99997 POLYGON ((226000.000 619000.000, 226000.000 61...\n", "1 E2265N6190 -99997 POLYGON ((226500.000 619500.000, 227000.000 61...\n", "2 E2270N6190 -99997 POLYGON ((227000.000 619500.000, 227500.000 61...\n", "3 E2275N6190 -99997 POLYGON ((227500.000 619500.000, 228000.000 61...\n", "4 E2280N6190 -99997 POLYGON ((228000.000 619500.000, 228500.000 61...\n", "... ... ... ...\n", "151103 E1995N3070 -99997 POLYGON ((199500.000 307500.000, 200000.000 30...\n", "151104 E1905N3065 -99997 POLYGON ((190500.000 307000.000, 191000.000 30...\n", "151105 E1910N3065 -99997 POLYGON ((191000.000 307000.000, 191500.000 30...\n", "151106 E1920N3065 20 POLYGON ((192000.000 307000.000, 192500.000 30...\n", "151107 E1925N3065 -99997 POLYGON ((192500.000 307000.000, 193000.000 30...\n", "\n", "[151108 rows x 3 columns]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(list(nl_map_cbs))\n", "nl_map_dst = nl_map_cbs.drop(columns=['MAN', 'VROUW', 'INW_014', 'INW_1524', 'INW_2544', 'INW_4564', 'INW_65PL', 'P_NL_ACHTG', 'P_WE_MIG_A', 'P_NW_MIG_A', 'AANTAL_HH', 'TOTHH_EENP', 'TOTHH_MPZK', 'HH_EENOUD', 'HH_TWEEOUD', 'GEM_HH_GR', 'WONING', 'WONVOOR45', 'WON_4564', 'WON_6574', 'WON_7584', 'WON_8594', 'WON_9504', 'WON_0514', 'WON_1524', 'WON_MRGEZ', 'P_KOOPWON', 'P_HUURWON', 'WON_HCORP', 'WON_NBEW', 'WOZWONING', 'UITKMINAOW', 'OAD', 'STED'])\n", "\n", "nl_map_dst" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We kunnen zien dat er gemeente zijn die geen stemlokalen hebben, dit klopt. [In de verkiezingen van 2022 hebben 12 gemeentes niet meegedaan](https://nl.wikipedia.org/wiki/Nederlandse_gemeenteraadsverkiezingen_2022). Er zijn dus in totaal 333 gemeentes met stemlokalen. We willen de bevolkingsdichtheiddata van de gemeentes die niet meededen dus weggooien, hiervoor moeten we eerst kijken welke alleen binnen de gemeentes vallen die we niet willen houden." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0 Gemeenteraad Aa en Hunze 2022\n", "1 Gemeenteraad Aa en Hunze 2022\n", "2 Gemeenteraad Aa en Hunze 2022\n", "3 Gemeenteraad Aa en Hunze 2022\n", "4 Gemeenteraad Aa en Hunze 2022\n", " ... \n", "12591 Gemeenteraad 's-Hertogenbosch 2022\n", "12592 Gemeenteraad 's-Hertogenbosch 2022\n", "12593 Gemeenteraad 's-Hertogenbosch 2022\n", "12594 Gemeenteraad 's-Hertogenbosch 2022\n", "12595 Gemeenteraad 's-Hertogenbosch 2022\n", "Name: electionName, Length: 12596, dtype: object\n", "0 Aa en Hunze\n", "27 Aalsmeer\n", "46 Aalten\n", "74 Achtkarspelen\n", "95 Alblasserdam\n", " ... \n", "11976 Zwartewaterland\n", "11997 Zwijndrecht\n", "12031 Zwolle\n", "12122 's-Gravenhage\n", "12495 's-Hertogenbosch\n", "Name: electionName, Length: 333, dtype: object\n" ] } ], "source": [ "print(df_geojson['electionName'])\n", "\n", "#get all municipalities that are in the election\n", "gemeentes = df_geojson['electionName'].str.slice(13, -5).drop_duplicates()\n", "print(gemeentes)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Shape of clean: (333, 38)\n", "Shape of election: (330, 38)\n" ] }, { "data": { "text/html": [ "
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GM_CODEGM_NAAMH2OOADSTEDBEV_DICHTHAANT_INWAANT_MANAANT_VROUWP_00_14_JR...P_TURKIJEP_OVER_NWOPP_TOTOPP_LANDOPP_WATERJRSTATCODEJAARShape_LengShape_Areageometry
113GM0164HengeloNEE18452133281049407764027315...6761836084992021GM0164202147510.2559146.183056e+07POLYGON ((251978.591 481220.258, 251979.382 48...
191GM0373Bergen (NH.)NEE819430029715143171539812...0312023989621272021GM0373202157488.4745639.987418e+07POLYGON ((105976.650 529056.951, 106002.347 52...
328GM0893Bergen (L.)NEE3185127131086568654013...0310850103245252021GM0893202161497.5635711.084951e+08POLYGON ((199768.270 409749.960, 199758.060 40...
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3 rows × 38 columns

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" ], "text/plain": [ " GM_CODE GM_NAAM H2O OAD STED BEV_DICHTH AANT_INW AANT_MAN \\\n", "113 GM0164 Hengelo NEE 1845 2 1332 81049 40776 \n", "191 GM0373 Bergen (NH.) NEE 819 4 300 29715 14317 \n", "328 GM0893 Bergen (L.) NEE 318 5 127 13108 6568 \n", "\n", " AANT_VROUW P_00_14_JR ... P_TURKIJE P_OVER_NW OPP_TOT OPP_LAND \\\n", "113 40273 15 ... 6 7 6183 6084 \n", "191 15398 12 ... 0 3 12023 9896 \n", "328 6540 13 ... 0 3 10850 10324 \n", "\n", " OPP_WATER JRSTATCODE JAAR Shape_Leng Shape_Area \\\n", "113 99 2021GM0164 2021 47510.255914 6.183056e+07 \n", "191 2127 2021GM0373 2021 57488.474563 9.987418e+07 \n", "328 525 2021GM0893 2021 61497.563571 1.084951e+08 \n", "\n", " geometry \n", "113 POLYGON ((251978.591 481220.258, 251979.382 48... \n", "191 POLYGON ((105976.650 529056.951, 106002.347 52... \n", "328 POLYGON ((199768.270 409749.960, 199758.060 40... \n", "\n", "[3 rows x 38 columns]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#First let's remove the municipalities that don't have an Election from the municipality map\n", "remove_lst = [\"Boxtel\", \"Eemsdelta\", \"Oisterwijk\", \"Vught\", \"Heerhugowaard\", \"Langedijk\", \"Boxmeer\", \"Cuijk\", \"Sint Anthonis\", \"Mill en Sint Hubert\", \"Grave\", \"Landerd\", \"Uden\", \"Brielle\", \"Hellevoetsluis\", \"Westvoorne\", \"Purmerend\", \"Beemster\", \"Weesp\"]\n", "\n", "\n", "nl_map_clean = nl_map[~nl_map[\"GM_NAAM\"].isin(remove_lst)]\n", "nl_map_clean = nl_map_clean.query(\"H2O != 'JA'\")\n", "nl_map_clean = nl_map_clean.query(\"GM_NAAM != 'Buitenland'\")\n", "\n", "\n", "nl_map_election = nl_map[nl_map[\"GM_NAAM\"].isin(gemeentes)]\n", "nl_map_election = nl_map_election.query(\"H2O != 'JA'\")\n", "\n", "print(\"Shape of clean: {}\".format(nl_map_clean.shape))\n", "print(\"Shape of election: {}\".format(nl_map_election.shape))\n", "\n", "diff = pd.concat([nl_map_election, nl_map_clean]).drop_duplicates(keep=False)\n", "diff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Het is een andere vorm omdat deze drie gemeentes een andere format hadden voor de naam van hun verkiezingen, en dus niet op dezelfde manier gefilterd konden worden, ze staan wel in de lijst, dit is dus correct, we gebruiken de clean dataframe.\n", "Nu we dezelfde lijst hebben van gemeentes die in de verkiezingen meededen kunnen we verder." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize = (15,15))\n", "nl_map_clean.to_crs(epsg=4326).plot(ax=ax, color='lightgrey')\n", "df_geojson_clean.plot(ax=ax)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nl_map_dst['savedindex'] = nl_map_dst.index #Save the index values as a new column\n", "\n", "intersecting = nl_map_clean.sjoin(nl_map_dst, how='inner')['savedindex'] #Find the polygons that intersect. Keep savedindex as a series\n", "\n", "nl_map_dst = nl_map_dst.loc[nl_map_dst.savedindex.isin(intersecting)] #Filter away these, \"savedindex is in intersecting\"\n", "\n", "nl_map_dst.to_crs(epsg=4326).plot()\n", "\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lillian/anaconda3/lib/python3.9/site-packages/geopandas/geodataframe.py:1351: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " super().__setitem__(key, value)\n" ] } ], "source": [ "import folium\n", "from folium import plugins\n", "\n", "#Location is Amersfoort, the central point of the continental Netherlands\n", "map = folium.Map(location = [52.155, 5.3875], zoom_start = 9, tiles=\"cartodbdark_matter\", prefer_canvas=True)\n", "\n", "nl_map_dst.to_crs(epsg=4326)\n", "#Make sure the index is a string so folium can read it correctly as a key.\n", "nl_map_dst['c28992r500'] = nl_map_dst['c28992r500'].apply(lambda x: str(x))\n", "\n", "nl_map_dst_zero = nl_map_dst.copy()\n", "\n", "zero_mask_pop = nl_map_dst['INWONER'] == -99997\n", "nl_map_dst = nl_map_dst[~zero_mask_pop]\n", "zero_mask_pop2 = nl_map_dst['INWONER'] == 0\n", "nl_map_dst = nl_map_dst[~zero_mask_pop2]\n", "\n", "folium.Choropleth(\n", " geo_data = nl_map_dst,\n", " name=\"Bevolkingsdichtheid\",\n", " data = nl_map_dst,\n", " columns = [\"c28992r500\", \"INWONER\"],\n", " key_on = 'feature.properties.c28992r500',\n", " fill_color = 'RdPu',\n", " nan_fill_color= 'white',\n", " fill_opacity = 0.7,\n", " nan_fill_opacity = 0.7,\n", " line_opacity = 0,\n", " legend_name = 'Bevolkingsdichtheid',\n", " smooth_factor = 1.0,\n", " show=False\n", ").add_to(map)\n", "map\n", "\n", "# Renders the map to an HTML file and displays it in an embed.\n", "def embed_map(m):\n", " #from IPython.display import IFrame\n", " m.save('index.html')\n", " #return IFrame('index.html', width='100%', height='750px')" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "gdf_wims_hmp = [[point.xy[1][0], point.xy[0][0]] for point in gdf_wims.geometry]\n", "\n", "plugins.HeatMap(gdf_wims_hmp, name=\"Stemlokalen Heatmap\").add_to(map)\n", "\n", "folium.LayerControl().add_to(map)\n", "\n", "\n", "\n", "embed_map(map)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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c28992r500INWONERgeometrysavedindex
2E2270N6190-99997POINT (227250.000 619250.000)2
3E2275N6190-99997POINT (227750.000 619250.000)3
4E2280N6190-99997POINT (228250.000 619250.000)4
7E2265N6185-99997POINT (226750.000 618750.000)7
8E2270N6185-99997POINT (227250.000 618750.000)8
...............
151102E1990N3070-99997POINT (199250.000 307250.000)151102
151103E1995N3070-99997POINT (199750.000 307250.000)151103
151105E1910N3065-99997POINT (191250.000 306750.000)151105
151106E1920N306520POINT (192250.000 306750.000)151106
151107E1925N3065-99997POINT (192750.000 306750.000)151107
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140002 rows × 4 columns

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" ], "text/plain": [ " c28992r500 INWONER geometry savedindex\n", "2 E2270N6190 -99997 POINT (227250.000 619250.000) 2\n", "3 E2275N6190 -99997 POINT (227750.000 619250.000) 3\n", "4 E2280N6190 -99997 POINT (228250.000 619250.000) 4\n", "7 E2265N6185 -99997 POINT (226750.000 618750.000) 7\n", "8 E2270N6185 -99997 POINT (227250.000 618750.000) 8\n", "... ... ... ... ...\n", "151102 E1990N3070 -99997 POINT (199250.000 307250.000) 151102\n", "151103 E1995N3070 -99997 POINT (199750.000 307250.000) 151103\n", "151105 E1910N3065 -99997 POINT (191250.000 306750.000) 151105\n", "151106 E1920N3065 20 POINT (192250.000 306750.000) 151106\n", "151107 E1925N3065 -99997 POINT (192750.000 306750.000) 151107\n", "\n", "[140002 rows x 4 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nl_map_dst_points = nl_map_dst.copy()\n", "nl_map_dst_points['geometry'] = nl_map_dst_points['geometry'].centroid\n", "\n", "nl_map_dst_zero_points = nl_map_dst_zero.copy()\n", "nl_map_dst_zero_points['geometry'] = nl_map_dst_zero_points['geometry'].centroid\n", "\n", "nl_map_dst_zero_points" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
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c28992r500INWONERgeometrysavedindex_idGemeenteCBS gemeentecodeNummer stembureauNaam stembureauGebruiksdoel van het gebouw...GehandicaptentoiletKieskring IDHoofdstembureauTellocatieContactgegevens gemeenteVerkiezingswebsite gemeenteVerkiezingenIDUUIDdist
0E2050N61105POINT (205250.000 611250.000)26730871SchiermonnikoogGM00881Gemeentehuis (Raadzaal)kantoorfunctie...jaSchiermonnikoogSchiermonnikoogNaNpostbus20@schiermonnikoog.nl, 0519-535050https://www.schiermonnikoog.nl/in-de-gemeente/...NaNNLODSGM0088stembureaus2022031600935abba36eca7485c89e82b2917633ae71331.950309
1E2060N611015POINT (206250.000 611250.000)26930871SchiermonnikoogGM00881Gemeentehuis (Raadzaal)kantoorfunctie...jaSchiermonnikoogSchiermonnikoogNaNpostbus20@schiermonnikoog.nl, 0519-535050https://www.schiermonnikoog.nl/in-de-gemeente/...NaNNLODSGM0088stembureaus2022031600935abba36eca7485c89e82b2917633ae7688.536284
2E2055N610520POINT (205750.000 610750.000)29230871SchiermonnikoogGM00881Gemeentehuis (Raadzaal)kantoorfunctie...jaSchiermonnikoogSchiermonnikoogNaNpostbus20@schiermonnikoog.nl, 0519-535050https://www.schiermonnikoog.nl/in-de-gemeente/...NaNNLODSGM0088stembureaus2022031600935abba36eca7485c89e82b2917633ae7672.375861
3E2060N6105185POINT (206250.000 610750.000)29330871SchiermonnikoogGM00881Gemeentehuis (Raadzaal)kantoorfunctie...jaSchiermonnikoogSchiermonnikoogNaNpostbus20@schiermonnikoog.nl, 0519-535050https://www.schiermonnikoog.nl/in-de-gemeente/...NaNNLODSGM0088stembureaus2022031600935abba36eca7485c89e82b2917633ae7228.220493
4E2065N6105340POINT (206750.000 610750.000)29430871SchiermonnikoogGM00881Gemeentehuis (Raadzaal)kantoorfunctie...jaSchiermonnikoogSchiermonnikoogNaNpostbus20@schiermonnikoog.nl, 0519-535050https://www.schiermonnikoog.nl/in-de-gemeente/...NaNNLODSGM0088stembureaus2022031600935abba36eca7485c89e82b2917633ae7389.974214
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5 rows × 44 columns

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" ], "text/plain": [ " c28992r500 INWONER geometry savedindex _id \\\n", "0 E2050N6110 5 POINT (205250.000 611250.000) 267 30871 \n", "1 E2060N6110 15 POINT (206250.000 611250.000) 269 30871 \n", "2 E2055N6105 20 POINT (205750.000 610750.000) 292 30871 \n", "3 E2060N6105 185 POINT (206250.000 610750.000) 293 30871 \n", "4 E2065N6105 340 POINT (206750.000 610750.000) 294 30871 \n", "\n", " Gemeente CBS gemeentecode Nummer stembureau \\\n", "0 Schiermonnikoog GM0088 1 \n", "1 Schiermonnikoog GM0088 1 \n", "2 Schiermonnikoog GM0088 1 \n", "3 Schiermonnikoog GM0088 1 \n", "4 Schiermonnikoog GM0088 1 \n", "\n", " Naam stembureau Gebruiksdoel van het gebouw ... \\\n", "0 Gemeentehuis (Raadzaal) kantoorfunctie ... \n", "1 Gemeentehuis (Raadzaal) kantoorfunctie ... \n", "2 Gemeentehuis (Raadzaal) kantoorfunctie ... \n", "3 Gemeentehuis (Raadzaal) kantoorfunctie ... \n", "4 Gemeentehuis (Raadzaal) kantoorfunctie ... \n", "\n", " Gehandicaptentoilet Kieskring ID Hoofdstembureau Tellocatie \\\n", "0 ja Schiermonnikoog Schiermonnikoog NaN \n", "1 ja Schiermonnikoog Schiermonnikoog NaN \n", "2 ja Schiermonnikoog Schiermonnikoog NaN \n", "3 ja Schiermonnikoog Schiermonnikoog NaN \n", "4 ja Schiermonnikoog Schiermonnikoog NaN \n", "\n", " Contactgegevens gemeente \\\n", "0 postbus20@schiermonnikoog.nl, 0519-535050 \n", "1 postbus20@schiermonnikoog.nl, 0519-535050 \n", "2 postbus20@schiermonnikoog.nl, 0519-535050 \n", "3 postbus20@schiermonnikoog.nl, 0519-535050 \n", "4 postbus20@schiermonnikoog.nl, 0519-535050 \n", "\n", " Verkiezingswebsite gemeente Verkiezingen \\\n", "0 https://www.schiermonnikoog.nl/in-de-gemeente/... NaN \n", "1 https://www.schiermonnikoog.nl/in-de-gemeente/... NaN \n", "2 https://www.schiermonnikoog.nl/in-de-gemeente/... NaN \n", "3 https://www.schiermonnikoog.nl/in-de-gemeente/... NaN \n", "4 https://www.schiermonnikoog.nl/in-de-gemeente/... NaN \n", "\n", " ID UUID \\\n", "0 NLODSGM0088stembureaus20220316009 35abba36eca7485c89e82b2917633ae7 \n", "1 NLODSGM0088stembureaus20220316009 35abba36eca7485c89e82b2917633ae7 \n", "2 NLODSGM0088stembureaus20220316009 35abba36eca7485c89e82b2917633ae7 \n", "3 NLODSGM0088stembureaus20220316009 35abba36eca7485c89e82b2917633ae7 \n", "4 NLODSGM0088stembureaus20220316009 35abba36eca7485c89e82b2917633ae7 \n", "\n", " dist \n", "0 1331.950309 \n", "1 688.536284 \n", "2 672.375861 \n", "3 228.220493 \n", "4 389.974214 \n", "\n", "[5 rows x 44 columns]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "\n", "from scipy.spatial import cKDTree\n", "from shapely.geometry import Point\n", "#Found on https://gis.stackexchange.com/questions/222315/finding-nearest-point-in-other-geodataframe-using-geopandas\n", "def ckdnearest(gdA, gdB):\n", "\n", " nA = np.array(list(gdA.geometry.apply(lambda x: (x.x, x.y))))\n", " nB = np.array(list(gdB.geometry.apply(lambda x: (x.x, x.y))))\n", " btree = cKDTree(nB)\n", " dist, idx = btree.query(nA, k=1)\n", " gdB_nearest = gdB.iloc[idx].drop(columns=\"geometry\").reset_index(drop=True)\n", " gdf = pd.concat(\n", " [\n", " gdA.reset_index(drop=True),\n", " gdB_nearest,\n", " pd.Series(dist, name='dist')\n", " ], \n", " axis=1)\n", "\n", " return gdf\n", "\n", "#error bar is +- sqrt(250²*2)m ≈ +-353.553390593m\n", "error = np.sqrt(250**2 + 250**2)\n", "df_nearest = ckdnearest(nl_map_dst_points.to_crs(epsg=28992), gdf_wims.to_crs(epsg=28992))\n", "df_nearest.head()\n", "\n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Bevolking (Millioenen)')" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df_nearest['dist'].plot(kind=\"hist\", weights=df_nearest['INWONER'], figsize=(13,13), density=False, log=True).set_ylabel('Bevolking (Millioenen)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Het was mooier geweest als we het konden filteren op alleen stemgerechtigden en niet op de gehele populatiedichtheid, maar het CBS geeft geen data vrij die daarbij helpt. Er is een categorie voor 0-14 jaar oude mensen, maar niet alle minderjarigen of niet stemgerechtigde. Het moet dus maar met totale bevolkingsdichtheid om een idee te krijgen." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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139998E1995N30700POINT (199750.000 307250.000)1511034107VaalsGM09817Gemeentehuis (trouwkamer)kantoorfunctie...NaNVaalsVaalsjaTeam verkiezingen, verkiezingen2022@vaals.nlhttp://www.vaals.nl/verkiezingenNaNNLODSGM0981stembureaus20220316009cc2a21cff27c446ebe9cbd00472d9e441923.094050
139999E1910N30650POINT (191250.000 306750.000)15110529739Gulpen-WittemGM17297Gemeenschapshuis Patronaatwoonfunctie...NaNGulpen-WittemGulpen-WittemNaNinfo@gulpen-wittem.nl 14 043https://www.gulpen-wittem.nl/onderwerpen/verki...NaNNLODSGM1729stembureaus20220316009feb9d0a67a2f460f906d0d21e87bf6902880.233287
140000E1920N306520POINT (192250.000 306750.000)15110629739Gulpen-WittemGM17297Gemeenschapshuis Patronaatwoonfunctie...NaNGulpen-WittemGulpen-WittemNaNinfo@gulpen-wittem.nl 14 043https://www.gulpen-wittem.nl/onderwerpen/verki...NaNNLODSGM1729stembureaus20220316009feb9d0a67a2f460f906d0d21e87bf6902746.345509
140001E1925N30650POINT (192750.000 306750.000)15110729739Gulpen-WittemGM17297Gemeenschapshuis Patronaatwoonfunctie...NaNGulpen-WittemGulpen-WittemNaNinfo@gulpen-wittem.nl 14 043https://www.gulpen-wittem.nl/onderwerpen/verki...NaNNLODSGM1729stembureaus20220316009feb9d0a67a2f460f906d0d21e87bf6902813.494018
\n", "

140002 rows × 44 columns

\n", "
" ], "text/plain": [ " c28992r500 INWONER geometry savedindex _id \\\n", "0 E2270N6190 0 POINT (227250.000 619250.000) 2 31030 \n", "1 E2275N6190 0 POINT (227750.000 619250.000) 3 31030 \n", "2 E2280N6190 0 POINT (228250.000 619250.000) 4 31030 \n", "3 E2265N6185 0 POINT (226750.000 618750.000) 7 31030 \n", "4 E2270N6185 0 POINT (227250.000 618750.000) 8 31030 \n", "... ... ... ... ... ... \n", "139997 E1990N3070 0 POINT (199250.000 307250.000) 151102 4107 \n", "139998 E1995N3070 0 POINT (199750.000 307250.000) 151103 4107 \n", "139999 E1910N3065 0 POINT (191250.000 306750.000) 151105 29739 \n", "140000 E1920N3065 20 POINT (192250.000 306750.000) 151106 29739 \n", "140001 E1925N3065 0 POINT (192750.000 306750.000) 151107 29739 \n", "\n", " Gemeente CBS gemeentecode Nummer stembureau \\\n", "0 Het Hogeland GM1966 1 \n", "1 Het Hogeland GM1966 1 \n", "2 Het Hogeland GM1966 1 \n", "3 Het Hogeland GM1966 1 \n", "4 Het Hogeland GM1966 1 \n", "... ... ... ... \n", "139997 Vaals GM0981 7 \n", "139998 Vaals GM0981 7 \n", "139999 Gulpen-Wittem GM1729 7 \n", "140000 Gulpen-Wittem GM1729 7 \n", "140001 Gulpen-Wittem GM1729 7 \n", "\n", " Naam stembureau Gebruiksdoel van het gebouw ... \\\n", "0 Dorpshuis Pieterburen bijeenkomstfunctie,logiesfunctie ... \n", "1 Dorpshuis Pieterburen bijeenkomstfunctie,logiesfunctie ... \n", "2 Dorpshuis Pieterburen bijeenkomstfunctie,logiesfunctie ... \n", "3 Dorpshuis Pieterburen bijeenkomstfunctie,logiesfunctie ... \n", "4 Dorpshuis Pieterburen bijeenkomstfunctie,logiesfunctie ... \n", "... ... ... ... \n", "139997 Gemeentehuis (trouwkamer) kantoorfunctie ... \n", "139998 Gemeentehuis (trouwkamer) kantoorfunctie ... \n", "139999 Gemeenschapshuis Patronaat woonfunctie ... \n", "140000 Gemeenschapshuis Patronaat woonfunctie ... \n", "140001 Gemeenschapshuis Patronaat woonfunctie ... \n", "\n", " Gehandicaptentoilet Kieskring ID Hoofdstembureau Tellocatie \\\n", "0 NaN Het Hogeland Het Hogeland NaN \n", "1 NaN Het Hogeland Het Hogeland NaN \n", "2 NaN Het Hogeland Het Hogeland NaN \n", "3 NaN Het Hogeland Het Hogeland NaN \n", "4 NaN Het Hogeland Het Hogeland NaN \n", "... ... ... ... ... \n", "139997 NaN Vaals Vaals ja \n", "139998 NaN Vaals Vaals ja \n", "139999 NaN Gulpen-Wittem Gulpen-Wittem NaN \n", "140000 NaN Gulpen-Wittem Gulpen-Wittem NaN \n", "140001 NaN Gulpen-Wittem Gulpen-Wittem NaN \n", "\n", " Contactgegevens gemeente \\\n", "0 verkiezingen@hethogeland.nl \n", "1 verkiezingen@hethogeland.nl \n", "2 verkiezingen@hethogeland.nl \n", "3 verkiezingen@hethogeland.nl \n", "4 verkiezingen@hethogeland.nl \n", "... ... \n", "139997 Team verkiezingen, verkiezingen2022@vaals.nl \n", "139998 Team verkiezingen, verkiezingen2022@vaals.nl \n", "139999 info@gulpen-wittem.nl 14 043 \n", "140000 info@gulpen-wittem.nl 14 043 \n", "140001 info@gulpen-wittem.nl 14 043 \n", "\n", " Verkiezingswebsite gemeente Verkiezingen \\\n", "0 https://hethogeland.nl/bestuur-en-organisatie/... NaN \n", "1 https://hethogeland.nl/bestuur-en-organisatie/... NaN \n", "2 https://hethogeland.nl/bestuur-en-organisatie/... NaN \n", "3 https://hethogeland.nl/bestuur-en-organisatie/... NaN \n", "4 https://hethogeland.nl/bestuur-en-organisatie/... NaN \n", "... ... ... \n", "139997 http://www.vaals.nl/verkiezingen NaN \n", "139998 http://www.vaals.nl/verkiezingen NaN \n", "139999 https://www.gulpen-wittem.nl/onderwerpen/verki... NaN \n", "140000 https://www.gulpen-wittem.nl/onderwerpen/verki... NaN \n", "140001 https://www.gulpen-wittem.nl/onderwerpen/verki... NaN \n", "\n", " ID UUID \\\n", "0 NLODSGM1966stembureaus20220316009 6df04b8dd4be4aa3b4a03f221ab5ad17 \n", "1 NLODSGM1966stembureaus20220316009 6df04b8dd4be4aa3b4a03f221ab5ad17 \n", "2 NLODSGM1966stembureaus20220316009 6df04b8dd4be4aa3b4a03f221ab5ad17 \n", "3 NLODSGM1966stembureaus20220316009 6df04b8dd4be4aa3b4a03f221ab5ad17 \n", "4 NLODSGM1966stembureaus20220316009 6df04b8dd4be4aa3b4a03f221ab5ad17 \n", "... ... ... \n", "139997 NLODSGM0981stembureaus20220316009 cc2a21cff27c446ebe9cbd00472d9e44 \n", "139998 NLODSGM0981stembureaus20220316009 cc2a21cff27c446ebe9cbd00472d9e44 \n", "139999 NLODSGM1729stembureaus20220316009 feb9d0a67a2f460f906d0d21e87bf690 \n", "140000 NLODSGM1729stembureaus20220316009 feb9d0a67a2f460f906d0d21e87bf690 \n", "140001 NLODSGM1729stembureaus20220316009 feb9d0a67a2f460f906d0d21e87bf690 \n", "\n", " dist \n", "0 17236.920436 \n", "1 17280.014918 \n", "2 17337.427867 \n", "3 16708.725120 \n", "4 16738.249149 \n", "... ... \n", "139997 1939.206985 \n", "139998 1923.094050 \n", "139999 2880.233287 \n", "140000 2746.345509 \n", "140001 2813.494018 \n", "\n", "[140002 rows x 44 columns]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nl_map_dst_zero_points[\"INWONER\"].mask(nl_map_dst_zero_points[\"INWONER\"] == -99997, 0, inplace=True)\n", "nl_map_dst_zero_points.head()\n", "df_nearest_zero = ckdnearest(nl_map_dst_zero_points.to_crs(epsg=28992), gdf_wims.to_crs(epsg=28992))\n", "df_nearest_zero[\"INWONER\"].dropna()\n", "df_nearest_zero[\"dist\"].dropna()\n", "df_nearest_zero" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GemeenteNaam stembureaudist
47198RidderkerkGemeentehuis3.835321
32760BaarnDorpshuis de Furs4.000517
46560LingewaardOntmoetingscentrum Doornenburg4.465340
5146GroningenDorpshuis De Hoeksteen5.577246
38896MontfoortZalencentrum St. Joseph5.703409
............
22439LelystadGymzaal Kindcentrum Warande8135.260944
22441HarderwijkDrive-In op parkeerplaats P28167.139659
51985Berg en DalZalencentrum De Sleutel8232.928809
22440LelystadGymzaal De Borg8402.730770
22583LelystadGymzaal Kindcentrum Warande8685.023942
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67995 rows × 3 columns

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" ], "text/plain": [ " Gemeente Naam stembureau dist\n", "47198 Ridderkerk Gemeentehuis 3.835321\n", "32760 Baarn Dorpshuis de Furs 4.000517\n", "46560 Lingewaard Ontmoetingscentrum Doornenburg 4.465340\n", "5146 Groningen Dorpshuis De Hoeksteen 5.577246\n", "38896 Montfoort Zalencentrum St. Joseph 5.703409\n", "... ... ... ...\n", "22439 Lelystad Gymzaal Kindcentrum Warande 8135.260944\n", "22441 Harderwijk Drive-In op parkeerplaats P2 8167.139659\n", "51985 Berg en Dal Zalencentrum De Sleutel 8232.928809\n", "22440 Lelystad Gymzaal De Borg 8402.730770\n", "22583 Lelystad Gymzaal Kindcentrum Warande 8685.023942\n", "\n", "[67995 rows x 3 columns]" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_nearest.sort_values(by=['dist'], inplace=True)\n", "df_nearest[['Gemeente', 'Naam stembureau', 'dist']]" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df_nearest.plot.scatter(x = 'INWONER', y = 'dist', figsize=(13,13), xlabel=\"Inwoners per 500m² (laagste is 5)\", ylabel=\"Afstand tot stemlokaal (meter)\")" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df_nearest_zero.plot.scatter(x = 'INWONER', y = 'dist', figsize=(13,13), xlabel=\"Inwoners per 500m² (inclusief lege (<5 inwoners) vierkanten)\", ylabel=\"Afstand tot stemlokaal (meter)\")" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "FIGSIZE = (13, 13)\n", "def plot_bargraph_with_groupings(df, groupby, colourby, title, xlabel, ylabel):\n", "\n", " import matplotlib.patches as mpatches\n", "\n", "\n", " # Makes the bargraph.\n", " ax = df[groupby].value_counts().plot(kind='bar',\n", " figsize=FIGSIZE,\n", " title=title)\n", " \n", "\n", " # display the graph.\n", " \n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(ylabel)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_bargraph_with_groupings(gdf_wims, 'Gebruiksdoel van het gebouw', 'Gemeente', 'Gebruiksdoelen van Stemlokalen', 'Gebruiksdoel', 'Hoeveelheid Stemlokalen')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Dit is onbruikbaar, de categorieën moeten elk één balkje zijn, niet zoals dit." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "gdf_wims_exploded = gdf_wims.drop('Gebruiksdoel van het gebouw', axis=1).join(\n", " gdf_wims['Gebruiksdoel van het gebouw'].str.split(',', expand=True).stack().reset_index(level=1,drop=True).rename('Gebruiksdoel van het gebouw'))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_bargraph_with_groupings(gdf_wims_exploded, 'Gebruiksdoel van het gebouw', 'Gemeente', 'Gebruiksdoelen van Stemlokalen', 'Gebruiksdoel', 'Hoeveelheid Stemlokalen')" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Amsterdam 456\n", "Rotterdam 398\n", "'s-Gravenhage 271\n", "Utrecht 162\n", "Breda 90\n", "Eindhoven 86\n", "Groningen 85\n", "Apeldoorn 71\n", "Enschede 69\n", "Alphen aan den Rijn 66\n", "Leiden 52\n", "Deventer 51\n", "West Betuwe 37\n", "Waadhoeke 33\n", "Amsterdam 382\n", "Rotterdam 375\n", "'s-Gravenhage 258\n", "Utrecht 161\n", "Groningen 122\n", "Breda 89\n", "Haarlemmermeer 79\n", "Nijmegen 74\n", "'s-Hertogenbosch 40\n", "Het Hogeland 39\n", "Zoetermeer 38\n", "Staphorst 2\n", "Name: Gemeente, dtype: int64" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geojson_dedupe = df_geojson.drop_duplicates(subset =\"geometry\", keep = False)\n", "wims_count = gdf_wims_dedupe['Gemeente'].value_counts()\n", "\n", "\n", "geojson_rename = geojson_dedupe.rename(columns = {'electionName': 'Gemeente'})\n", "geojson_count = geojson_rename['Gemeente'].str.slice(13, -5).value_counts()\n", "\n", "pd.concat([geojson_count, wims_count]).drop_duplicates(keep=False)\n" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Openingstijden 14-03-2022Openingstijden 15-03-2022Openingstijden 16-03-2022UUIDOpeningstijden 14-03-2022 vanOpeningstijden 14-03-2022 totOpeningstijden 15-03-2022 vanOpeningstijden 15-03-2022 totOpeningstijden 16-03-2022 vanOpeningstijden 16-03-2022 tot
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42022-03-14T07:30:00 tot 2022-03-14T21:00:002022-03-15T07:30:00 tot 2022-03-15T21:00:002022-03-16T07:30:00 tot 2022-03-16T21:00:00a893bb9add324ce29769f1c39afcc48d2022-03-14T07:30:002022-03-14T21:00:002022-03-15T07:30:002022-03-15T21:00:002022-03-16T07:30:002022-03-16T21:00:00
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9236NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:005ce3ef64ced64343b09f03a95d09d275NaNNaNNaNNaN2022-03-16T07:30:002022-03-16T21:00:00
9237NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:0003b7138951f1475b9ca8328ee7365491NaNNaNNaNNaN2022-03-16T07:30:002022-03-16T21:00:00
9238NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:0025eb2c3d547a420094ee2f691e8bd383NaNNaNNaNNaN2022-03-16T07:30:002022-03-16T21:00:00
9239NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:008bc3926806a74105a593e6a133b1306fNaNNaNNaNNaN2022-03-16T07:30:002022-03-16T21:00:00
9240NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:00609fd2e24c5b40b394174a84f7ca91afNaNNaNNaNNaN2022-03-16T07:30:002022-03-16T21:00:00
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" ], "text/plain": [ " Openingstijden 14-03-2022 \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 2022-03-14T07:30:00 tot 2022-03-14T21:00:00 \n", "... ... \n", "9236 NaN \n", "9237 NaN \n", "9238 NaN \n", "9239 NaN \n", "9240 NaN \n", "\n", " Openingstijden 15-03-2022 \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 2022-03-15T07:30:00 tot 2022-03-15T21:00:00 \n", "... ... \n", "9236 NaN \n", "9237 NaN \n", "9238 NaN \n", "9239 NaN \n", "9240 NaN \n", "\n", " Openingstijden 16-03-2022 \\\n", "0 2022-03-16T10:00:00 tot 2022-03-16T13:00:00 \n", "1 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "2 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "3 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "4 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "... ... \n", "9236 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9237 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9238 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9239 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9240 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "\n", " UUID Openingstijden 14-03-2022 van \\\n", "0 3a612b2151fa4ab491b9e331355e6258 NaN \n", "1 9a01d765af0a467ea37f08d92db114ba NaN \n", "2 fc5869d33fbc4b06be659149fa615f4c NaN \n", "3 4427cc0b39e040ba8f75c333f19d66f0 NaN \n", "4 a893bb9add324ce29769f1c39afcc48d 2022-03-14T07:30:00 \n", "... ... ... \n", "9236 5ce3ef64ced64343b09f03a95d09d275 NaN \n", "9237 03b7138951f1475b9ca8328ee7365491 NaN \n", "9238 25eb2c3d547a420094ee2f691e8bd383 NaN \n", "9239 8bc3926806a74105a593e6a133b1306f NaN \n", "9240 609fd2e24c5b40b394174a84f7ca91af NaN \n", "\n", " Openingstijden 14-03-2022 tot Openingstijden 15-03-2022 van \\\n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 2022-03-14T21:00:00 2022-03-15T07:30:00 \n", "... ... ... \n", "9236 NaN NaN \n", "9237 NaN NaN \n", "9238 NaN NaN \n", "9239 NaN NaN \n", "9240 NaN NaN \n", "\n", " Openingstijden 15-03-2022 tot Openingstijden 16-03-2022 van \\\n", "0 NaN 2022-03-16T10:00:00 \n", "1 NaN 2022-03-16T07:30:00 \n", "2 NaN 2022-03-16T07:30:00 \n", "3 NaN 2022-03-16T07:30:00 \n", "4 2022-03-15T21:00:00 2022-03-16T07:30:00 \n", "... ... ... \n", "9236 NaN 2022-03-16T07:30:00 \n", "9237 NaN 2022-03-16T07:30:00 \n", "9238 NaN 2022-03-16T07:30:00 \n", "9239 NaN 2022-03-16T07:30:00 \n", "9240 NaN 2022-03-16T07:30:00 \n", "\n", " Openingstijden 16-03-2022 tot \n", "0 2022-03-16T13:00:00 \n", "1 2022-03-16T21:00:00 \n", "2 2022-03-16T21:00:00 \n", "3 2022-03-16T21:00:00 \n", "4 2022-03-16T21:00:00 \n", "... ... \n", "9236 2022-03-16T21:00:00 \n", "9237 2022-03-16T21:00:00 \n", "9238 2022-03-16T21:00:00 \n", "9239 2022-03-16T21:00:00 \n", "9240 2022-03-16T21:00:00 \n", "\n", "[9241 rows x 10 columns]" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_wims_times = gdf_wims.loc[:, ('Openingstijden 14-03-2022','Openingstijden 15-03-2022','Openingstijden 16-03-2022', 'UUID')]\n", "gdf_wims_split = gdf_wims_times\n", "gdf_wims_split[['Openingstijden 14-03-2022 van', 'Openingstijden 14-03-2022 tot']] = gdf_wims_times['Openingstijden 14-03-2022'].str.split(' tot ',1 , expand=True)\n", "gdf_wims_split[['Openingstijden 15-03-2022 van', 'Openingstijden 15-03-2022 tot']] = gdf_wims_split['Openingstijden 15-03-2022'].str.split(' tot ',1 , expand=True)\n", "gdf_wims_split[['Openingstijden 16-03-2022 van', 'Openingstijden 16-03-2022 tot']] = gdf_wims_split['Openingstijden 16-03-2022'].str.split(' tot ',1 , expand=True)\n", "\n", "gdf_wims_split" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Openingstijden 14-03-2022Openingstijden 15-03-2022Openingstijden 16-03-2022UUIDOpeningstijden 14-03-2022 vanOpeningstijden 14-03-2022 totOpeningstijden 15-03-2022 vanOpeningstijden 15-03-2022 totOpeningstijden 16-03-2022 vanOpeningstijden 16-03-2022 tot
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1NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:009a01d765af0a467ea37f08d92db114baNaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
2NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:00fc5869d33fbc4b06be659149fa615f4cNaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
3NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:004427cc0b39e040ba8f75c333f19d66f0NaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
42022-03-14T07:30:00 tot 2022-03-14T21:00:002022-03-15T07:30:00 tot 2022-03-15T21:00:002022-03-16T07:30:00 tot 2022-03-16T21:00:00a893bb9add324ce29769f1c39afcc48d2022-03-14 07:30:002022-03-14 21:00:002022-03-15 07:30:002022-03-15 21:00:002022-03-16 07:30:002022-03-16 21:00:00
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9236NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:005ce3ef64ced64343b09f03a95d09d275NaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
9237NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:0003b7138951f1475b9ca8328ee7365491NaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
9238NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:0025eb2c3d547a420094ee2f691e8bd383NaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
9239NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:008bc3926806a74105a593e6a133b1306fNaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
9240NaNNaN2022-03-16T07:30:00 tot 2022-03-16T21:00:00609fd2e24c5b40b394174a84f7ca91afNaTNaTNaTNaT2022-03-16 07:30:002022-03-16 21:00:00
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9241 rows × 10 columns

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" ], "text/plain": [ " Openingstijden 14-03-2022 \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 2022-03-14T07:30:00 tot 2022-03-14T21:00:00 \n", "... ... \n", "9236 NaN \n", "9237 NaN \n", "9238 NaN \n", "9239 NaN \n", "9240 NaN \n", "\n", " Openingstijden 15-03-2022 \\\n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 2022-03-15T07:30:00 tot 2022-03-15T21:00:00 \n", "... ... \n", "9236 NaN \n", "9237 NaN \n", "9238 NaN \n", "9239 NaN \n", "9240 NaN \n", "\n", " Openingstijden 16-03-2022 \\\n", "0 2022-03-16T10:00:00 tot 2022-03-16T13:00:00 \n", "1 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "2 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "3 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "4 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "... ... \n", "9236 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9237 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9238 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9239 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "9240 2022-03-16T07:30:00 tot 2022-03-16T21:00:00 \n", "\n", " UUID Openingstijden 14-03-2022 van \\\n", "0 3a612b2151fa4ab491b9e331355e6258 NaT \n", "1 9a01d765af0a467ea37f08d92db114ba NaT \n", "2 fc5869d33fbc4b06be659149fa615f4c NaT \n", "3 4427cc0b39e040ba8f75c333f19d66f0 NaT \n", "4 a893bb9add324ce29769f1c39afcc48d 2022-03-14 07:30:00 \n", "... ... ... \n", "9236 5ce3ef64ced64343b09f03a95d09d275 NaT \n", "9237 03b7138951f1475b9ca8328ee7365491 NaT \n", "9238 25eb2c3d547a420094ee2f691e8bd383 NaT \n", "9239 8bc3926806a74105a593e6a133b1306f NaT \n", "9240 609fd2e24c5b40b394174a84f7ca91af NaT \n", "\n", " Openingstijden 14-03-2022 tot Openingstijden 15-03-2022 van \\\n", "0 NaT NaT \n", "1 NaT NaT \n", "2 NaT NaT \n", "3 NaT NaT \n", "4 2022-03-14 21:00:00 2022-03-15 07:30:00 \n", "... ... ... \n", "9236 NaT NaT \n", "9237 NaT NaT \n", "9238 NaT NaT \n", "9239 NaT NaT \n", "9240 NaT NaT \n", "\n", " Openingstijden 15-03-2022 tot Openingstijden 16-03-2022 van \\\n", "0 NaT 2022-03-16 10:00:00 \n", "1 NaT 2022-03-16 07:30:00 \n", "2 NaT 2022-03-16 07:30:00 \n", "3 NaT 2022-03-16 07:30:00 \n", "4 2022-03-15 21:00:00 2022-03-16 07:30:00 \n", "... ... ... \n", "9236 NaT 2022-03-16 07:30:00 \n", "9237 NaT 2022-03-16 07:30:00 \n", "9238 NaT 2022-03-16 07:30:00 \n", "9239 NaT 2022-03-16 07:30:00 \n", "9240 NaT 2022-03-16 07:30:00 \n", "\n", " Openingstijden 16-03-2022 tot \n", "0 2022-03-16 13:00:00 \n", "1 2022-03-16 21:00:00 \n", "2 2022-03-16 21:00:00 \n", "3 2022-03-16 21:00:00 \n", "4 2022-03-16 21:00:00 \n", "... ... \n", "9236 2022-03-16 21:00:00 \n", "9237 2022-03-16 21:00:00 \n", "9238 2022-03-16 21:00:00 \n", "9239 2022-03-16 21:00:00 \n", "9240 2022-03-16 21:00:00 \n", "\n", "[9241 rows x 10 columns]" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_wims_split[['Openingstijden 14-03-2022 van','Openingstijden 15-03-2022 van','Openingstijden 16-03-2022 van', 'Openingstijden 14-03-2022 tot', 'Openingstijden 15-03-2022 tot','Openingstijden 16-03-2022 tot']] = gdf_wims_split[['Openingstijden 14-03-2022 van','Openingstijden 15-03-2022 van','Openingstijden 16-03-2022 van','Openingstijden 14-03-2022 tot','Openingstijden 15-03-2022 tot','Openingstijden 16-03-2022 tot']].apply(pd.to_datetime, errors='coerce')\n", "gdf_wims_split" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def datesplit(df, column):\n", " df = df.dropna(subset = ['{} van'.format(column)])\n", " df1 = df.rename(columns={'{} van'.format(column):'vandate','{} tot'.format(column):'totdate', 'UUID':'UUID'})\n", " return (pd.concat([pd.Series(r.UUID,pd.date_range(r.vandate, r.totdate, freq='0.5H')) \n", " for r in df1.itertuples()])\n", " .rename_axis('{}'.format(column))\n", " .reset_index(name='UUID'))\n", "\n", "wims_datesplit_14 = gdf_wims_split.loc[:, ('Openingstijden 14-03-2022 van','Openingstijden 14-03-2022 tot', 'UUID')]\n", "wims_datesplit_15 = gdf_wims_split.loc[:, ('Openingstijden 15-03-2022 van','Openingstijden 15-03-2022 tot', 'UUID')]\n", "wims_datesplit_16 = gdf_wims_split.loc[:, ('Openingstijden 16-03-2022 van','Openingstijden 16-03-2022 tot', 'UUID')]\n", "wims_datesplit_14 = datesplit(wims_datesplit_14, 'Openingstijden 14-03-2022')\n", "wims_datesplit_15 = datesplit(wims_datesplit_15, 'Openingstijden 15-03-2022')\n", "wims_datesplit_16 = datesplit(wims_datesplit_16, 'Openingstijden 16-03-2022')\n", "wims_datesplit_16.groupby(wims_datesplit_16[\"Openingstijden 16-03-2022\"].dt.hour).count().plot(kind=\"bar\", figsize=(13,13))\n", "wims_datesplit_15.groupby(wims_datesplit_15[\"Openingstijden 15-03-2022\"].dt.hour).count().plot(kind=\"bar\", figsize=(13,13))\n", "wims_datesplit_14.groupby(wims_datesplit_14[\"Openingstijden 14-03-2022\"].dt.hour).count().plot(kind=\"bar\", figsize=(13,13))" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 0 1 2 3 4 \\\n", "0 Lijstnummer Aanduiding Volgnummer Naam kandidaat Totaal \n", "1 Gebiednummer NaN NaN NaN NaN \n", "2 Postcode NaN NaN NaN NaN \n", "3 NaN opgeroepenen NaN NaN 194113 \n", "4 NaN geldige stempas NaN NaN 96830 \n", ".. ... ... ... ... ... \n", "445 NaN NaN 5 Oetomo, A.D. 38 \n", "446 NaN NaN 6 Smid, D. 25 \n", "447 NaN NaN 7 van Welij, P.Z. 10 \n", "448 16 Blanco (Dokter, T.) NaN NaN 100 \n", "449 NaN NaN 1 Dokter, T. 100 \n", "\n", " 5 \\\n", "0 GRID Grafisch Museum Groningen \n", "1 101 \n", "2 9712 JN \n", "3 1396 \n", "4 560 \n", ".. ... \n", "445 0 \n", "446 0 \n", "447 0 \n", "448 0 \n", "449 0 \n", "\n", " 6 \\\n", "0 Gemeente Groningen (locatie Kreupelstraat) \n", "1 102 \n", "2 9712 HW \n", "3 1311 \n", "4 469 \n", ".. ... \n", "445 0 \n", "446 0 \n", "447 0 \n", "448 0 \n", "449 0 \n", "\n", " 7 8 9 \\\n", "0 Gemeente Groningen (locatie Kreupelstraat) Der Aa-kerk Der Aa-kerk \n", "1 103 104 105 \n", "2 9712 HW 9711 JB 9711 JB \n", "3 1311 1311 1311 \n", "4 491 595 607 \n", ".. ... ... ... \n", "445 0 0 0 \n", "446 0 0 0 \n", "447 0 0 0 \n", "448 0 0 0 \n", "449 0 0 0 \n", "\n", " ... 175 176 177 178 \\\n", "0 ... MFC 't Vinkhuys De Fontein Trefpunt Beijum Wijkcentrum Het Dok \n", "1 ... 827 828 829 830 \n", "2 ... 9743 BJ 9741 EZ 9737 AB 9733 CA \n", "3 ... 0 0 0 0 \n", "4 ... 369 503 367 537 \n", ".. ... ... ... ... ... \n", "445 ... 0 0 0 0 \n", "446 ... 0 2 0 0 \n", "447 ... 0 0 0 0 \n", "448 ... 2 2 1 0 \n", "449 ... 2 2 1 0 \n", "\n", " 179 180 \\\n", "0 PKN Blister Ten Boer Buurtcentrum Stadspark \n", "1 831 832 \n", "2 9791 CP 9727 HW \n", "3 0 0 \n", "4 218 283 \n", ".. ... ... \n", "445 0 0 \n", "446 0 0 \n", "447 0 0 \n", "448 0 2 \n", "449 0 2 \n", "\n", " 181 182 \\\n", "0 Kerk van J.C. van de H. der Laatste Dagen Maranathakerk \n", "1 833 834 \n", "2 9728 AR 9721 PE \n", "3 0 0 \n", "4 302 473 \n", ".. ... ... \n", "445 0 0 \n", "446 3 0 \n", "447 0 1 \n", "448 0 0 \n", "449 0 0 \n", "\n", " 183 184 \n", "0 Tennispark Vorenkamp (GLTB) Gemeentehuis Haren \n", "1 835 836 \n", "2 9722 HJ 9751 AN \n", "3 0 0 \n", "4 495 815 \n", ".. ... ... \n", "445 0 0 \n", "446 0 0 \n", "447 0 0 \n", "448 0 0 \n", "449 0 0 \n", "\n", "[450 rows x 185 columns]\n" ] } ], "source": [ "#de eerste vijf rijen zijn meta-data en kunnen we gerust weghalen voor nu \n", "df_gr_gr = pd.read_csv(r'../data/stemmen/01_Groningen/osv4-3_telling_gr2022_groningen.csv', skiprows=5, header=None, delimiter=';')\n", "print(df_gr_gr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "De data is heel gecompliceerd, dus we moeten het bruikbaar maken in pandas. Met hoe de data eruit ziet in een CSV in libre office willen we een constructie maken van de verschillende onderdelen. We hebben de data van de stemlokalen apart al, die kunnen we dus negeren. We willen de data van de lijsten apart hebben. " ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "\n", "#TODO:mobiele stemlokalen eruit filteren die NIET 0,0 zijn\n", "#TODO:datastandaard duitse verkiezingen stemlokaalafstand opzoeken" ] } ], "metadata": { "interpreter": { "hash": "3d1ccb9efb47efc90847d5703ae4e5663eea6663e461c6dfd943b50a653adc65" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 2 }