stembureau-meting/jupyter/stembureau_data.ipynb

{
 "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": 1,
   "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": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "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": 3,
   "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": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "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": 5,
   "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": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_42724/291552514.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",
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      "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": 7,
   "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": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Stembureau</th>\n",
       "      <th>Adres</th>\n",
       "      <th>Locatie</th>\n",
       "      <th>description</th>\n",
       "      <th>Geldige stemmen</th>\n",
       "      <th>Opgeroepen</th>\n",
       "      <th>Ongeldig</th>\n",
       "      <th>Blanco</th>\n",
       "      <th>Geldige stempassen</th>\n",
       "      <th>Geldige volmachtbewijzen</th>\n",
       "      <th>...</th>\n",
       "      <th>Nationale Bond tegen Overheidszaken - DH</th>\n",
       "      <th>Haags Belang</th>\n",
       "      <th>INL Den Haag</th>\n",
       "      <th>Rosmalens Belang</th>\n",
       "      <th>De Bossche Groenen</th>\n",
       "      <th>\"Leefbaar 's-Hertogenbosch\" Paul Kagie</th>\n",
       "      <th>RAADSGROEPERING ''BOSCH-BELANG''</th>\n",
       "      <th>gewoon ge-DREVEN</th>\n",
       "      <th>VOOR Den Bosch Joep Gersjes</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>0</th>\n",
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       "      <td>9461BH</td>\n",
       "      <td>SB1</td>\n",
       "      <td>Stembureau Gemeentehuis Gieten (postcode: 9461...</td>\n",
       "      <td>784</td>\n",
       "      <td>2780</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>700</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>POINT (6.75899 53.00524)</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>9461DA</td>\n",
       "      <td>SB2</td>\n",
       "      <td>Stembureau OBS Gieten (postcode: 9461 DA)</td>\n",
       "      <td>562</td>\n",
       "      <td>1396</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>518</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (6.75990 52.99975)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>9461JA</td>\n",
       "      <td>SB3</td>\n",
       "      <td>Stembureau Zorgcentrum Dekelhem (postcode: 946...</td>\n",
       "      <td>566</td>\n",
       "      <td>1409</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>516</td>\n",
       "      <td>54</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (6.76600 53.00494)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>9451KD</td>\n",
       "      <td>SB4</td>\n",
       "      <td>Stembureau Ontmoetingscentrum Boerhorn Rolde (...</td>\n",
       "      <td>1495</td>\n",
       "      <td>2209</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>1335</td>\n",
       "      <td>166</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (6.64736 52.98281)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6</td>\n",
       "      <td>9454PL</td>\n",
       "      <td>SB6</td>\n",
       "      <td>Stembureau Dropshuis de Eekhof (postcode: 9454...</td>\n",
       "      <td>347</td>\n",
       "      <td>477</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>298</td>\n",
       "      <td>51</td>\n",
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       "      <th>12591</th>\n",
       "      <td>703</td>\n",
       "      <td>5391AR</td>\n",
       "      <td>SB703</td>\n",
       "      <td>Stembureau Stembureau Gemeenschapshuis de Meen...</td>\n",
       "      <td>268</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>105.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>POINT (5.43290 51.72810)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12592</th>\n",
       "      <td>705</td>\n",
       "      <td>5391AR</td>\n",
       "      <td>SB705</td>\n",
       "      <td>Stembureau Stembureau Gemeenschapshuis De Meen...</td>\n",
       "      <td>398</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>359</td>\n",
       "      <td>40</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>174.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>POINT (5.43290 51.72810)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12593</th>\n",
       "      <td>750</td>\n",
       "      <td>5382KE</td>\n",
       "      <td>SB750</td>\n",
       "      <td>Stembureau Stembureau Gemeenschapshuis 't Zijl...</td>\n",
       "      <td>663</td>\n",
       "      <td>2321</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>552</td>\n",
       "      <td>113</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>47.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>62.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>POINT (5.45919 51.70595)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12594</th>\n",
       "      <td>751</td>\n",
       "      <td>5382KE</td>\n",
       "      <td>SB751</td>\n",
       "      <td>Stembureau Stembureau Gemeenschapshuis 't Zijl...</td>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>151</td>\n",
       "      <td>19</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>POINT (5.45919 51.70595)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12595</th>\n",
       "      <td>752</td>\n",
       "      <td>5283KE</td>\n",
       "      <td>SB752</td>\n",
       "      <td>Stembureau Stembureau Gemeenschapshuis 't Zijl...</td>\n",
       "      <td>222</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>193</td>\n",
       "      <td>29</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>POINT (5.45919 51.70595)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12416 rows × 973 columns</p>\n",
       "</div>"
      ],
      "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": 8,
     "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": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>Gemeente</th>\n",
       "      <th>CBS gemeentecode</th>\n",
       "      <th>Nummer stembureau</th>\n",
       "      <th>Naam stembureau</th>\n",
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       "      <th>Buurtnaam</th>\n",
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       "      <td>2</td>\n",
       "      <td>Buurtgebouw De Horizon</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>3</td>\n",
       "      <td>Speeltuin Geenhoven</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Valkenswaard</td>\n",
       "      <td>Valkenswaard</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@valkenswaard.nl</td>\n",
       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "      <td>Valkenswaard</td>\n",
       "      <td>GM0858</td>\n",
       "      <td>4</td>\n",
       "      <td>Ontmoetingscentrum De zoete inval</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>verkiezingen@valkenswaard.nl</td>\n",
       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>verkiezingen@valkenswaard.nl</td>\n",
       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>a893bb9add324ce29769f1c39afcc48d</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9236</th>\n",
       "      <td>38711</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>3</td>\n",
       "      <td>Nieuwe Kerk</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>https://www.hervormdputten.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>5ce3ef64ced64343b09f03a95d09d275</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9237</th>\n",
       "      <td>38712</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>10</td>\n",
       "      <td>Sporthal de Meeuwen</td>\n",
       "      <td>sportfunctie</td>\n",
       "      <td>https://www.kvdemeeuwen.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>03b7138951f1475b9ca8328ee7365491</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9238</th>\n",
       "      <td>38713</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>8</td>\n",
       "      <td>School de Pelikaan</td>\n",
       "      <td>onderwijsfunctie</td>\n",
       "      <td>https://www.pcbdepelikaan.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>25eb2c3d547a420094ee2f691e8bd383</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9239</th>\n",
       "      <td>38714</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>13</td>\n",
       "      <td>De Samaritaan</td>\n",
       "      <td>bijeenkomstfunctie,gezondheidszorgfunctie</td>\n",
       "      <td>https://www.desamaritaanputten.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>8bc3926806a74105a593e6a133b1306f</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9240</th>\n",
       "      <td>38715</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>6</td>\n",
       "      <td>Verenigingsgebouw Stenenkamer</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>https://verenigingsgebouwsteenenkamer.jouwweb.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>609fd2e24c5b40b394174a84f7ca91af</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9241 rows × 41 columns</p>\n",
       "</div>"
      ],
      "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  ...  Kieskring ID  Hoofdstembureau  \\\n",
       "0                NaN        NaN  ...  Valkenswaard     Valkenswaard   \n",
       "1                NaN        NaN  ...  Valkenswaard     Valkenswaard   \n",
       "2                NaN        NaN  ...  Valkenswaard     Valkenswaard   \n",
       "3                NaN        NaN  ...  Valkenswaard     Valkenswaard   \n",
       "4                NaN        NaN  ...  Valkenswaard     Valkenswaard   \n",
       "...              ...        ...  ...           ...              ...   \n",
       "9236             NaN        NaN  ...        Putten           Putten   \n",
       "9237             NaN        NaN  ...        Putten           Putten   \n",
       "9238             NaN        NaN  ...        Putten           Putten   \n",
       "9239             NaN        NaN  ...        Putten           Putten   \n",
       "9240             NaN        NaN  ...        Putten           Putten   \n",
       "\n",
       "     Tellocatie      Contactgegevens gemeente  \\\n",
       "0           NaN  verkiezingen@valkenswaard.nl   \n",
       "1           NaN  verkiezingen@valkenswaard.nl   \n",
       "2           NaN  verkiezingen@valkenswaard.nl   \n",
       "3           NaN  verkiezingen@valkenswaard.nl   \n",
       "4           NaN  verkiezingen@valkenswaard.nl   \n",
       "...         ...                           ...   \n",
       "9236         ja        verkiezingen@putten.nl   \n",
       "9237         ja        verkiezingen@putten.nl   \n",
       "9238         ja        verkiezingen@putten.nl   \n",
       "9239         ja        verkiezingen@putten.nl   \n",
       "9240         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",
       "     Unnamed: 39  Unnamed: 40  \n",
       "0            NaN          NaN  \n",
       "1            NaN          NaN  \n",
       "2            NaN          NaN  \n",
       "3            NaN          NaN  \n",
       "4            NaN          NaN  \n",
       "...          ...          ...  \n",
       "9236         NaN          NaN  \n",
       "9237         NaN          NaN  \n",
       "9238         NaN          NaN  \n",
       "9239         NaN          NaN  \n",
       "9240         NaN          NaN  \n",
       "\n",
       "[9241 rows x 41 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_wims = pd.read_csv(r'../data/wims.csv')\n",
    "df_wims"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>Gemeente</th>\n",
       "      <th>CBS gemeentecode</th>\n",
       "      <th>Nummer stembureau</th>\n",
       "      <th>Naam stembureau</th>\n",
       "      <th>Gebruiksdoel van het gebouw</th>\n",
       "      <th>Website locatie</th>\n",
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       "      <th>CBS wijknummer</th>\n",
       "      <th>Buurtnaam</th>\n",
       "      <th>...</th>\n",
       "      <th>Hoofdstembureau</th>\n",
       "      <th>Tellocatie</th>\n",
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       "      <th>Verkiezingswebsite gemeente</th>\n",
       "      <th>Verkiezingen</th>\n",
       "      <th>ID</th>\n",
       "      <th>UUID</th>\n",
       "      <th>Unnamed: 39</th>\n",
       "      <th>Unnamed: 40</th>\n",
       "      <th>geometry</th>\n",
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       "  </thead>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>Valkenswaard</td>\n",
       "      <td>GM0858</td>\n",
       "      <td>2</td>\n",
       "      <td>Buurtgebouw De Horizon</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>verkiezingen@valkenswaard.nl</td>\n",
       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "      <td>NLODSGM0858stembureaus20220316009</td>\n",
       "      <td>9a01d765af0a467ea37f08d92db114ba</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Valkenswaard</td>\n",
       "      <td>GM0858</td>\n",
       "      <td>3</td>\n",
       "      <td>Speeltuin Geenhoven</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Valkenswaard</td>\n",
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       "      <td>verkiezingen@valkenswaard.nl</td>\n",
       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Valkenswaard</td>\n",
       "      <td>GM0858</td>\n",
       "      <td>4</td>\n",
       "      <td>Ontmoetingscentrum De zoete inval</td>\n",
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       "      <td>Valkenswaard</td>\n",
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       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "      <td>Valkenswaard</td>\n",
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       "      <td>http://www.valkenswaard.nl/verkiezingen</td>\n",
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       "      <td>NLODSGM0858stembureaus20220316009</td>\n",
       "      <td>a893bb9add324ce29769f1c39afcc48d</td>\n",
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       "      <td>NaN</td>\n",
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       "      <th>9236</th>\n",
       "      <td>38711</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>3</td>\n",
       "      <td>Nieuwe Kerk</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>https://www.hervormdputten.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
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       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>5ce3ef64ced64343b09f03a95d09d275</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>9237</th>\n",
       "      <td>38712</td>\n",
       "      <td>Putten</td>\n",
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       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>03b7138951f1475b9ca8328ee7365491</td>\n",
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       "      <th>9238</th>\n",
       "      <td>38713</td>\n",
       "      <td>Putten</td>\n",
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       "      <td>8</td>\n",
       "      <td>School de Pelikaan</td>\n",
       "      <td>onderwijsfunctie</td>\n",
       "      <td>https://www.pcbdepelikaan.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
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       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>25eb2c3d547a420094ee2f691e8bd383</td>\n",
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       "    <tr>\n",
       "      <th>9239</th>\n",
       "      <td>38714</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>13</td>\n",
       "      <td>De Samaritaan</td>\n",
       "      <td>bijeenkomstfunctie,gezondheidszorgfunctie</td>\n",
       "      <td>https://www.desamaritaanputten.nl/</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
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       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>8bc3926806a74105a593e6a133b1306f</td>\n",
       "      <td>NaN</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>9240</th>\n",
       "      <td>38715</td>\n",
       "      <td>Putten</td>\n",
       "      <td>GM0273</td>\n",
       "      <td>6</td>\n",
       "      <td>Verenigingsgebouw Stenenkamer</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>https://verenigingsgebouwsteenenkamer.jouwweb.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Putten</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@putten.nl</td>\n",
       "      <td>http://www.putten.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0273stembureaus20220316009</td>\n",
       "      <td>609fd2e24c5b40b394174a84f7ca91af</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (5.54537 52.26266)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9241 rows × 42 columns</p>\n",
       "</div>"
      ],
      "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  ...  Hoofdstembureau  Tellocatie  \\\n",
       "0                NaN        NaN  ...     Valkenswaard         NaN   \n",
       "1                NaN        NaN  ...     Valkenswaard         NaN   \n",
       "2                NaN        NaN  ...     Valkenswaard         NaN   \n",
       "3                NaN        NaN  ...     Valkenswaard         NaN   \n",
       "4                NaN        NaN  ...     Valkenswaard         NaN   \n",
       "...              ...        ...  ...              ...         ...   \n",
       "9236             NaN        NaN  ...           Putten          ja   \n",
       "9237             NaN        NaN  ...           Putten          ja   \n",
       "9238             NaN        NaN  ...           Putten          ja   \n",
       "9239             NaN        NaN  ...           Putten          ja   \n",
       "9240             NaN        NaN  ...           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 Unnamed: 39 Unnamed: 40  \\\n",
       "0     3a612b2151fa4ab491b9e331355e6258         NaN         NaN   \n",
       "1     9a01d765af0a467ea37f08d92db114ba         NaN         NaN   \n",
       "2     fc5869d33fbc4b06be659149fa615f4c         NaN         NaN   \n",
       "3     4427cc0b39e040ba8f75c333f19d66f0         NaN         NaN   \n",
       "4     a893bb9add324ce29769f1c39afcc48d         NaN         NaN   \n",
       "...                                ...         ...         ...   \n",
       "9236  5ce3ef64ced64343b09f03a95d09d275         NaN         NaN   \n",
       "9237  03b7138951f1475b9ca8328ee7365491         NaN         NaN   \n",
       "9238  25eb2c3d547a420094ee2f691e8bd383         NaN         NaN   \n",
       "9239  8bc3926806a74105a593e6a133b1306f         NaN         NaN   \n",
       "9240  609fd2e24c5b40b394174a84f7ca91af         NaN         NaN   \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 42 columns]"
      ]
     },
     "execution_count": 20,
     "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": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
      ]
     },
     "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.plot(ax=ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
      ]
     },
     "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": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 24,
     "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/iwpVzdApvuWbDq4Ls3BhL3Um2hqkymWipj0hpqnmEzk6XKu2eyK2Mg5Z06xJGa3Sies6Vwh9/4zcvBJxvcc4mZIvXXrHuZb92WdFIyhHtExb6BeZKB0VYs3wZ33/HFbzzprM/S1wqccHyjoNHF0ZxaavpfDUCZJXihZrqDEFCJ1xEqoYEp+Z5PLtcdaHrmvzz+R3nfEKeStx42TpuuXw/tToXrVpGb8ZdT+7ipsvX85rL1/D6Ky/ksvOIR3ki8XM/+ga++MRuPvPw8zy9+yALPkAq76mDdEAJNQIhGDeqXejQSsw3S545w7MyEvbmjRd807bK+RjndUJeceFK/uZ3v2b8+74jC9xx1YW8+ZrzcwZ2ovGWay/iLddexDO7D/O/f/R+FjL5ml6OIHSEZXqxkKP0pNV1JVUOxDEfYKggysFjC+PX/427tvDwcwf4/tdfwa2Xn14y/lKP8zohvzHWrZybJeNJxOaLVvGhOzez7/ACh49VVq+I0cUfPvo8h/o8CiAoNXwqaXYIKTVCrFiJCtv2HOOBbfv4159/jP1HFrhuw9oXWBucLzFLyFmcUrz3OKSIx547yOFdh+gmhWGc3Erq9ICrhXclIbcjKhwdKv/fTz0SWx9amJsTLj0Pjwvn5/R1Fmc03njNRXzXbZfz//zQa4NV5TEW8diCRqqmh2XsYgUBqDl6wcpOGTzIF+dbzCrkLE57vPeWqJrPH5ynrzUt4oMIMNWrtiZLh1tQElfPddy++WK+59bLuHTt8rP3DZzFmCXkLM5I7D40z8997D52HTjKMg2+sYkzDJWudEgJBzBSRGui8IHbL+c9t2z8ll/71RyzhJzFGYlD8wPmSle62PpIYkAX0qy4D5DbISu75fzMB25h47qVZ/uyz3rMEnIWZyS+/ORulk+UQ06IODupVcu4C4k7l6xdzg+98apZMmbMEnIWZyT2Hl5g5/4j4W2ZHFZqyIAEe1V43x2X8/13XJHSHrOAGco6izMQ/9cXn+L5g2kj56FOB043CeMepXDpuhV88PZNs2T8hpgl5CxOe9y3bT/P7Dky6vZMOuXKC1fxk00UWowfedPmkya2nw9xQj+RU7Q0f5+IPCwij4nIT5+uC5/F0oxPPvgsOw8cwW1gsPCeHBZ6vu26i3jjNRdz62VrWbdyGVeuPzd3Sc90nMwZ8t3uvmvR35ul+S+82AskPLX/OfBdwFbgyyLym+7+wMu52Fks/bj1snV8ft0qnt13lJJUHBc4dHQAQtjZzF6gXzuLaZxpS/M3A4+5+xPuvgD8GvD9L/c9Z7H047J1K+gtHL+aaQ4ifPSBZ3lw+36AWTK+RJxpS/NNwJZFf9+aH/umeLmW5rNYWvFHjz/PnsMLVJsuMIsIxeCZ3UfYtvcIW/YcPtuXuWTjRFvWt7v7dhG5BPhdEXnI3U/EBfl4ENpxt1Dd/cPAhwHuvPPO2abqORhf37qXj3xlK+FZOdXKEQwT5cEdB/hvX9+O4KxeNsGBay9ZzV9+1/Vn+9KXTJxQhVxsS054Qr75BL/+VmCxLsMVwPaTucBZnDvxq3/0FAeO9iF2bKmhrKkD4M5D2/dRMRbM2Xd0gb2Hj3HZecpZfbE4o5bmwJeBG0TkGhGZA34M+M2Xe7GzWNpx82VruWHDSswrUitmPbWveDXMBqoZXlNMLPSpuew8Vpg7XpxIhdwIfF5EvgZ8CfjtZmkuIluBtxKW5h8HEJHLReSjAO4+AD8FfBx4EPh1d7//THwjszj78W3XXcRTe48hFChhRKQaYtZoCUU6N9wHrPaYGfdt3cuXHp9hBi3Efekd1+68806/6667zvZlzOIk459+8iEe2rYvlQEkqHIlxavSnEdRRJw6GKWEtwoOV164kls3XcgfOw+U50Tkbnc/7ux+hj/P4rTE//SbX+eRZw/gEgrm6o6rk9Y6eDXCtyj3IIuEFYSH/cDWvUfZdOGMYD5LyFmccnx96z52HVxgqKGj0ywJFMVccZHwDSkFKLinXZaGFKQDHcKbr33l/TOXWsy2PWbxsmO+H/j1Lz3FXU/tZ6gWchx4JKFVpKQZrEVhdKx5o4eAcg1LdXHoxbhny17uuPLCs/1tndWYJeQsXnb87n3P8vnHd8WYw43BDFHFzcLZmnRJFjA3ikwQCz+x8PjxsCAQxV1eYGdwvsYsIWfxsqMCmKZ3JnSlwyysIAvNDTks/bxKcFhx3IyBSrFAYNeumePQQn/eabAeL2YJOYuXHSsnHUg4pOBQ3JEiI8rqGoa4qoSBbjokS4GJAaq87fpL+NNvu5q+r9/y/c6HmPUIs3jZ8Y4bL2H1smWjoQ5dCWlHJCUfayrLgUogrxL/HGisCI8/tx8RYW5uVhtglpCzOIVYMVf46Q+8hm+/+ZKQ5jBPy4BUJx9KWPqJpqtOjDkAug5wZ+N5KIb8UjFLyFmcUly8ZjlvuXbD6JYc2lWeolYBr4YfZESzrlszN+HOay7iL77zhrN05UszZgk5i1OO6y5ejYZ4DjZUBKe3gTpUrHdqOl/hYSpQzdl3tOfB7fv5zMPPne3LX1IxS8hZnHJ86oEd9O64KpsuWs1PvfdmLlqxglIKdEopMQpxM6wOWA1pjwNH5nl058GzfflLKmYn6VmccpQivPc1l7N6+YRrL17FzZet5U+941oefi6S7S3XXMQn7n+Wx587xOYNq7j5sjXcs2U/4Nxx5fqze/FLLGbk8lnM4hWOGbl8FrM4R2KWkLOYxRKKWULOYhZLKGYJOYtZLKGYJeQsZrGEYpaQs5jFEopZQs5iFksoZgk5i1ksoZgl5CxmsYRiSTJ1ROR54OmzfR2LYgOw61t+1tKI2bWeuThd13uVu198vH9Ykgm51EJE7noxqtNSi9m1nrl4Ja531rLOYhZLKGYJOYtZLKGYJeSJxYfP9gWcRMyu9czFGb/e2RlyFrNYQjGrkLOYxRKKWULOYhZLKGYJ+S1CRIqIfFVEfutsX8u3ChF5SkTuFZF7RGRJSy6IyDoR+U8i8pCIPCgibz3b13S8EJGb8ufZ/jsgIn/jTL3fTFPnW8d/T5jNXnC2L+QE493ufi4M238e+Ji7/3C6ay9JLzp3fxi4A+LhDGwDPnKm3m9WIV8iROQK4APAL53ta3k1hYhcALwT+GUAd19w931n9aJOLL4TeNzdzxiLbJaQLx3/FPg7gH2Lz1sq4cAnRORuEflLZ/tiXiKuBZ4H/k0eB35JRFad7Ys6gfgx4P88k28wS8gXCRH5ILDT3e8+29dyEvF2d38D8H7gr4nIO8/2Bb1IdMAbgH/p7q8HDgM/fXYv6aUj2+oPAf/xTL7PLCFfPN4OfEhEngJ+DXiPiPwfZ/eSXjrcfXv+707inPPms3tFLxpbga3u/sX8+38iEnQpx/uBr7j7GZVanyXki4S7/4y7X+HuVxOtyu+5+588y5f1oiEiq0RkTfsz8N3AfWf3qo4f7r4D2CIiN+WHvhN44Cxe0onEj3OG21WYoayvptgIfEREIH6vv+ruHzu7l/SS8deBX8lW8AngJ8/y9bxoiMhK4LuAv3zG32tGnZvFLJZOzFrWWcxiCcUsIWcxiyUUs4ScxSyWUMwSchazWEIxS8hZzGIJxSwhZzGLJRSzhJzFLJZQ/P8Bao1faOfdhEgAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "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": 25,
   "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": 26,
   "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": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>c28992r500</th>\n",
       "      <th>INWONER</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E2260N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((226000.000 619000.000, 226000.000 61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E2265N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((226500.000 619500.000, 227000.000 61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E2270N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((227000.000 619500.000, 227500.000 61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E2275N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((227500.000 619500.000, 228000.000 61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E2280N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((228000.000 619500.000, 228500.000 61...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151103</th>\n",
       "      <td>E1995N3070</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((199500.000 307500.000, 200000.000 30...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151104</th>\n",
       "      <td>E1905N3065</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((190500.000 307000.000, 191000.000 30...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151105</th>\n",
       "      <td>E1910N3065</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((191000.000 307000.000, 191500.000 30...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151106</th>\n",
       "      <td>E1920N3065</td>\n",
       "      <td>20</td>\n",
       "      <td>POLYGON ((192000.000 307000.000, 192500.000 30...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151107</th>\n",
       "      <td>E1925N3065</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POLYGON ((192500.000 307000.000, 193000.000 30...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>151108 rows × 3 columns</p>\n",
       "</div>"
      ],
      "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": 26,
     "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": 27,
   "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": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of clean: (333, 38)\n",
      "Shape of election: (330, 38)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GM_CODE</th>\n",
       "      <th>GM_NAAM</th>\n",
       "      <th>H2O</th>\n",
       "      <th>OAD</th>\n",
       "      <th>STED</th>\n",
       "      <th>BEV_DICHTH</th>\n",
       "      <th>AANT_INW</th>\n",
       "      <th>AANT_MAN</th>\n",
       "      <th>AANT_VROUW</th>\n",
       "      <th>P_00_14_JR</th>\n",
       "      <th>...</th>\n",
       "      <th>P_TURKIJE</th>\n",
       "      <th>P_OVER_NW</th>\n",
       "      <th>OPP_TOT</th>\n",
       "      <th>OPP_LAND</th>\n",
       "      <th>OPP_WATER</th>\n",
       "      <th>JRSTATCODE</th>\n",
       "      <th>JAAR</th>\n",
       "      <th>Shape_Leng</th>\n",
       "      <th>Shape_Area</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>GM0164</td>\n",
       "      <td>Hengelo</td>\n",
       "      <td>NEE</td>\n",
       "      <td>1845</td>\n",
       "      <td>2</td>\n",
       "      <td>1332</td>\n",
       "      <td>81049</td>\n",
       "      <td>40776</td>\n",
       "      <td>40273</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>6183</td>\n",
       "      <td>6084</td>\n",
       "      <td>99</td>\n",
       "      <td>2021GM0164</td>\n",
       "      <td>2021</td>\n",
       "      <td>47510.255914</td>\n",
       "      <td>6.183056e+07</td>\n",
       "      <td>POLYGON ((251978.591 481220.258, 251979.382 48...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>GM0373</td>\n",
       "      <td>Bergen (NH.)</td>\n",
       "      <td>NEE</td>\n",
       "      <td>819</td>\n",
       "      <td>4</td>\n",
       "      <td>300</td>\n",
       "      <td>29715</td>\n",
       "      <td>14317</td>\n",
       "      <td>15398</td>\n",
       "      <td>12</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>12023</td>\n",
       "      <td>9896</td>\n",
       "      <td>2127</td>\n",
       "      <td>2021GM0373</td>\n",
       "      <td>2021</td>\n",
       "      <td>57488.474563</td>\n",
       "      <td>9.987418e+07</td>\n",
       "      <td>POLYGON ((105976.650 529056.951, 106002.347 52...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>GM0893</td>\n",
       "      <td>Bergen (L.)</td>\n",
       "      <td>NEE</td>\n",
       "      <td>318</td>\n",
       "      <td>5</td>\n",
       "      <td>127</td>\n",
       "      <td>13108</td>\n",
       "      <td>6568</td>\n",
       "      <td>6540</td>\n",
       "      <td>13</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>10850</td>\n",
       "      <td>10324</td>\n",
       "      <td>525</td>\n",
       "      <td>2021GM0893</td>\n",
       "      <td>2021</td>\n",
       "      <td>61497.563571</td>\n",
       "      <td>1.084951e+08</td>\n",
       "      <td>POLYGON ((199768.270 409749.960, 199758.060 40...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3 rows × 38 columns</p>\n",
       "</div>"
      ],
      "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": 28,
     "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": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
      ]
     },
     "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": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "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": 31,
   "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": 32,
   "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": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>c28992r500</th>\n",
       "      <th>INWONER</th>\n",
       "      <th>geometry</th>\n",
       "      <th>savedindex</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E2270N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (227250.000 619250.000)</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E2275N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (227750.000 619250.000)</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E2280N6190</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (228250.000 619250.000)</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>E2265N6185</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (226750.000 618750.000)</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>E2270N6185</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (227250.000 618750.000)</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151102</th>\n",
       "      <td>E1990N3070</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (199250.000 307250.000)</td>\n",
       "      <td>151102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151103</th>\n",
       "      <td>E1995N3070</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (199750.000 307250.000)</td>\n",
       "      <td>151103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151105</th>\n",
       "      <td>E1910N3065</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (191250.000 306750.000)</td>\n",
       "      <td>151105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151106</th>\n",
       "      <td>E1920N3065</td>\n",
       "      <td>20</td>\n",
       "      <td>POINT (192250.000 306750.000)</td>\n",
       "      <td>151106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151107</th>\n",
       "      <td>E1925N3065</td>\n",
       "      <td>-99997</td>\n",
       "      <td>POINT (192750.000 306750.000)</td>\n",
       "      <td>151107</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>140002 rows × 4 columns</p>\n",
       "</div>"
      ],
      "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": 33,
     "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": 34,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>c28992r500</th>\n",
       "      <th>INWONER</th>\n",
       "      <th>geometry</th>\n",
       "      <th>savedindex</th>\n",
       "      <th>_id</th>\n",
       "      <th>Gemeente</th>\n",
       "      <th>CBS gemeentecode</th>\n",
       "      <th>Nummer stembureau</th>\n",
       "      <th>Naam stembureau</th>\n",
       "      <th>Gebruiksdoel van het gebouw</th>\n",
       "      <th>...</th>\n",
       "      <th>Hoofdstembureau</th>\n",
       "      <th>Tellocatie</th>\n",
       "      <th>Contactgegevens gemeente</th>\n",
       "      <th>Verkiezingswebsite gemeente</th>\n",
       "      <th>Verkiezingen</th>\n",
       "      <th>ID</th>\n",
       "      <th>UUID</th>\n",
       "      <th>Unnamed: 39</th>\n",
       "      <th>Unnamed: 40</th>\n",
       "      <th>dist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E2050N6110</td>\n",
       "      <td>5</td>\n",
       "      <td>POINT (205250.000 611250.000)</td>\n",
       "      <td>267</td>\n",
       "      <td>30871</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>GM0088</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis (Raadzaal)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>NaN</td>\n",
       "      <td>postbus20@schiermonnikoog.nl, 0519-535050</td>\n",
       "      <td>https://www.schiermonnikoog.nl/in-de-gemeente/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0088stembureaus20220316009</td>\n",
       "      <td>35abba36eca7485c89e82b2917633ae7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1331.950309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E2060N6110</td>\n",
       "      <td>15</td>\n",
       "      <td>POINT (206250.000 611250.000)</td>\n",
       "      <td>269</td>\n",
       "      <td>30871</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>GM0088</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis (Raadzaal)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>NaN</td>\n",
       "      <td>postbus20@schiermonnikoog.nl, 0519-535050</td>\n",
       "      <td>https://www.schiermonnikoog.nl/in-de-gemeente/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0088stembureaus20220316009</td>\n",
       "      <td>35abba36eca7485c89e82b2917633ae7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>688.536284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E2055N6105</td>\n",
       "      <td>20</td>\n",
       "      <td>POINT (205750.000 610750.000)</td>\n",
       "      <td>292</td>\n",
       "      <td>30871</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>GM0088</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis (Raadzaal)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>NaN</td>\n",
       "      <td>postbus20@schiermonnikoog.nl, 0519-535050</td>\n",
       "      <td>https://www.schiermonnikoog.nl/in-de-gemeente/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0088stembureaus20220316009</td>\n",
       "      <td>35abba36eca7485c89e82b2917633ae7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>672.375861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E2060N6105</td>\n",
       "      <td>185</td>\n",
       "      <td>POINT (206250.000 610750.000)</td>\n",
       "      <td>293</td>\n",
       "      <td>30871</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>GM0088</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis (Raadzaal)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>NaN</td>\n",
       "      <td>postbus20@schiermonnikoog.nl, 0519-535050</td>\n",
       "      <td>https://www.schiermonnikoog.nl/in-de-gemeente/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0088stembureaus20220316009</td>\n",
       "      <td>35abba36eca7485c89e82b2917633ae7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>228.220493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E2065N6105</td>\n",
       "      <td>340</td>\n",
       "      <td>POINT (206750.000 610750.000)</td>\n",
       "      <td>294</td>\n",
       "      <td>30871</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>GM0088</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis (Raadzaal)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Schiermonnikoog</td>\n",
       "      <td>NaN</td>\n",
       "      <td>postbus20@schiermonnikoog.nl, 0519-535050</td>\n",
       "      <td>https://www.schiermonnikoog.nl/in-de-gemeente/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0088stembureaus20220316009</td>\n",
       "      <td>35abba36eca7485c89e82b2917633ae7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>389.974214</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 46 columns</p>\n",
       "</div>"
      ],
      "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  ...  Hoofdstembureau  \\\n",
       "0  Gemeentehuis (Raadzaal)              kantoorfunctie  ...  Schiermonnikoog   \n",
       "1  Gemeentehuis (Raadzaal)              kantoorfunctie  ...  Schiermonnikoog   \n",
       "2  Gemeentehuis (Raadzaal)              kantoorfunctie  ...  Schiermonnikoog   \n",
       "3  Gemeentehuis (Raadzaal)              kantoorfunctie  ...  Schiermonnikoog   \n",
       "4  Gemeentehuis (Raadzaal)              kantoorfunctie  ...  Schiermonnikoog   \n",
       "\n",
       "   Tellocatie                   Contactgegevens gemeente  \\\n",
       "0         NaN  postbus20@schiermonnikoog.nl, 0519-535050   \n",
       "1         NaN  postbus20@schiermonnikoog.nl, 0519-535050   \n",
       "2         NaN  postbus20@schiermonnikoog.nl, 0519-535050   \n",
       "3         NaN  postbus20@schiermonnikoog.nl, 0519-535050   \n",
       "4         NaN  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",
       "   Unnamed: 39 Unnamed: 40         dist  \n",
       "0          NaN         NaN  1331.950309  \n",
       "1          NaN         NaN   688.536284  \n",
       "2          NaN         NaN   672.375861  \n",
       "3          NaN         NaN   228.220493  \n",
       "4          NaN         NaN   389.974214  \n",
       "\n",
       "[5 rows x 46 columns]"
      ]
     },
     "execution_count": 34,
     "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": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Bevolking (Millioenen)')"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 936x936 with 1 Axes>"
      ]
     },
     "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": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>c28992r500</th>\n",
       "      <th>INWONER</th>\n",
       "      <th>geometry</th>\n",
       "      <th>savedindex</th>\n",
       "      <th>_id</th>\n",
       "      <th>Gemeente</th>\n",
       "      <th>CBS gemeentecode</th>\n",
       "      <th>Nummer stembureau</th>\n",
       "      <th>Naam stembureau</th>\n",
       "      <th>Gebruiksdoel van het gebouw</th>\n",
       "      <th>...</th>\n",
       "      <th>Hoofdstembureau</th>\n",
       "      <th>Tellocatie</th>\n",
       "      <th>Contactgegevens gemeente</th>\n",
       "      <th>Verkiezingswebsite gemeente</th>\n",
       "      <th>Verkiezingen</th>\n",
       "      <th>ID</th>\n",
       "      <th>UUID</th>\n",
       "      <th>Unnamed: 39</th>\n",
       "      <th>Unnamed: 40</th>\n",
       "      <th>dist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <td>bijeenkomstfunctie,logiesfunctie</td>\n",
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       "      <td>Het Hogeland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@hethogeland.nl</td>\n",
       "      <td>https://hethogeland.nl/bestuur-en-organisatie/...</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>17236.920436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E2275N6190</td>\n",
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       "      <td>POINT (227750.000 619250.000)</td>\n",
       "      <td>3</td>\n",
       "      <td>31030</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>GM1966</td>\n",
       "      <td>1</td>\n",
       "      <td>Dorpshuis Pieterburen</td>\n",
       "      <td>bijeenkomstfunctie,logiesfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@hethogeland.nl</td>\n",
       "      <td>https://hethogeland.nl/bestuur-en-organisatie/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1966stembureaus20220316009</td>\n",
       "      <td>6df04b8dd4be4aa3b4a03f221ab5ad17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17280.014918</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E2280N6190</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (228250.000 619250.000)</td>\n",
       "      <td>4</td>\n",
       "      <td>31030</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>GM1966</td>\n",
       "      <td>1</td>\n",
       "      <td>Dorpshuis Pieterburen</td>\n",
       "      <td>bijeenkomstfunctie,logiesfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@hethogeland.nl</td>\n",
       "      <td>https://hethogeland.nl/bestuur-en-organisatie/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1966stembureaus20220316009</td>\n",
       "      <td>6df04b8dd4be4aa3b4a03f221ab5ad17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>17337.427867</td>\n",
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       "      <td>Dorpshuis Pieterburen</td>\n",
       "      <td>bijeenkomstfunctie,logiesfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@hethogeland.nl</td>\n",
       "      <td>https://hethogeland.nl/bestuur-en-organisatie/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1966stembureaus20220316009</td>\n",
       "      <td>6df04b8dd4be4aa3b4a03f221ab5ad17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16708.725120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E2270N6185</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (227250.000 618750.000)</td>\n",
       "      <td>8</td>\n",
       "      <td>31030</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>GM1966</td>\n",
       "      <td>1</td>\n",
       "      <td>Dorpshuis Pieterburen</td>\n",
       "      <td>bijeenkomstfunctie,logiesfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Het Hogeland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@hethogeland.nl</td>\n",
       "      <td>https://hethogeland.nl/bestuur-en-organisatie/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1966stembureaus20220316009</td>\n",
       "      <td>6df04b8dd4be4aa3b4a03f221ab5ad17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16738.249149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139997</th>\n",
       "      <td>E1990N3070</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (199250.000 307250.000)</td>\n",
       "      <td>151102</td>\n",
       "      <td>4107</td>\n",
       "      <td>Vaals</td>\n",
       "      <td>GM0981</td>\n",
       "      <td>7</td>\n",
       "      <td>Gemeentehuis (trouwkamer)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Vaals</td>\n",
       "      <td>ja</td>\n",
       "      <td>Team verkiezingen, verkiezingen2022@vaals.nl</td>\n",
       "      <td>http://www.vaals.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0981stembureaus20220316009</td>\n",
       "      <td>cc2a21cff27c446ebe9cbd00472d9e44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1939.206985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139998</th>\n",
       "      <td>E1995N3070</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (199750.000 307250.000)</td>\n",
       "      <td>151103</td>\n",
       "      <td>4107</td>\n",
       "      <td>Vaals</td>\n",
       "      <td>GM0981</td>\n",
       "      <td>7</td>\n",
       "      <td>Gemeentehuis (trouwkamer)</td>\n",
       "      <td>kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Vaals</td>\n",
       "      <td>ja</td>\n",
       "      <td>Team verkiezingen, verkiezingen2022@vaals.nl</td>\n",
       "      <td>http://www.vaals.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0981stembureaus20220316009</td>\n",
       "      <td>cc2a21cff27c446ebe9cbd00472d9e44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1923.094050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139999</th>\n",
       "      <td>E1910N3065</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (191250.000 306750.000)</td>\n",
       "      <td>151105</td>\n",
       "      <td>29739</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>GM1729</td>\n",
       "      <td>7</td>\n",
       "      <td>Gemeenschapshuis Patronaat</td>\n",
       "      <td>woonfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>NaN</td>\n",
       "      <td>info@gulpen-wittem.nl 14 043</td>\n",
       "      <td>https://www.gulpen-wittem.nl/onderwerpen/verki...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1729stembureaus20220316009</td>\n",
       "      <td>feb9d0a67a2f460f906d0d21e87bf690</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2880.233287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140000</th>\n",
       "      <td>E1920N3065</td>\n",
       "      <td>20</td>\n",
       "      <td>POINT (192250.000 306750.000)</td>\n",
       "      <td>151106</td>\n",
       "      <td>29739</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>GM1729</td>\n",
       "      <td>7</td>\n",
       "      <td>Gemeenschapshuis Patronaat</td>\n",
       "      <td>woonfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>NaN</td>\n",
       "      <td>info@gulpen-wittem.nl 14 043</td>\n",
       "      <td>https://www.gulpen-wittem.nl/onderwerpen/verki...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1729stembureaus20220316009</td>\n",
       "      <td>feb9d0a67a2f460f906d0d21e87bf690</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2746.345509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140001</th>\n",
       "      <td>E1925N3065</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (192750.000 306750.000)</td>\n",
       "      <td>151107</td>\n",
       "      <td>29739</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>GM1729</td>\n",
       "      <td>7</td>\n",
       "      <td>Gemeenschapshuis Patronaat</td>\n",
       "      <td>woonfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Gulpen-Wittem</td>\n",
       "      <td>NaN</td>\n",
       "      <td>info@gulpen-wittem.nl 14 043</td>\n",
       "      <td>https://www.gulpen-wittem.nl/onderwerpen/verki...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1729stembureaus20220316009</td>\n",
       "      <td>feb9d0a67a2f460f906d0d21e87bf690</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2813.494018</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>140002 rows × 46 columns</p>\n",
       "</div>"
      ],
      "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",
       "       Hoofdstembureau  Tellocatie  \\\n",
       "0         Het Hogeland         NaN   \n",
       "1         Het Hogeland         NaN   \n",
       "2         Het Hogeland         NaN   \n",
       "3         Het Hogeland         NaN   \n",
       "4         Het Hogeland         NaN   \n",
       "...                ...         ...   \n",
       "139997           Vaals          ja   \n",
       "139998           Vaals          ja   \n",
       "139999   Gulpen-Wittem         NaN   \n",
       "140000   Gulpen-Wittem         NaN   \n",
       "140001   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",
       "        Unnamed: 39 Unnamed: 40          dist  \n",
       "0               NaN         NaN  17236.920436  \n",
       "1               NaN         NaN  17280.014918  \n",
       "2               NaN         NaN  17337.427867  \n",
       "3               NaN         NaN  16708.725120  \n",
       "4               NaN         NaN  16738.249149  \n",
       "...             ...         ...           ...  \n",
       "139997          NaN         NaN   1939.206985  \n",
       "139998          NaN         NaN   1923.094050  \n",
       "139999          NaN         NaN   2880.233287  \n",
       "140000          NaN         NaN   2746.345509  \n",
       "140001          NaN         NaN   2813.494018  \n",
       "\n",
       "[140002 rows x 46 columns]"
      ]
     },
     "execution_count": 36,
     "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": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>c28992r500</th>\n",
       "      <th>INWONER</th>\n",
       "      <th>geometry</th>\n",
       "      <th>savedindex</th>\n",
       "      <th>_id</th>\n",
       "      <th>Gemeente</th>\n",
       "      <th>CBS gemeentecode</th>\n",
       "      <th>Nummer stembureau</th>\n",
       "      <th>Naam stembureau</th>\n",
       "      <th>Gebruiksdoel van het gebouw</th>\n",
       "      <th>...</th>\n",
       "      <th>Hoofdstembureau</th>\n",
       "      <th>Tellocatie</th>\n",
       "      <th>Contactgegevens gemeente</th>\n",
       "      <th>Verkiezingswebsite gemeente</th>\n",
       "      <th>Verkiezingen</th>\n",
       "      <th>ID</th>\n",
       "      <th>UUID</th>\n",
       "      <th>Unnamed: 39</th>\n",
       "      <th>Unnamed: 40</th>\n",
       "      <th>dist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>47198</th>\n",
       "      <td>E1005N4315</td>\n",
       "      <td>1420</td>\n",
       "      <td>POINT (100750.000 431750.000)</td>\n",
       "      <td>103081</td>\n",
       "      <td>4344</td>\n",
       "      <td>Ridderkerk</td>\n",
       "      <td>GM0597</td>\n",
       "      <td>1</td>\n",
       "      <td>Gemeentehuis</td>\n",
       "      <td>bijeenkomstfunctie,kantoorfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Ridderkerk</td>\n",
       "      <td>ja</td>\n",
       "      <td>Team Verkiezingen, info@ridderkerk.nl, 0180-45...</td>\n",
       "      <td>https://verkiezingen.ridderkerk.nl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0597stembureaus20220316009</td>\n",
       "      <td>5a2769a4515b438c8688b3dbfaeb122d</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.835321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32760</th>\n",
       "      <td>E1435N4655</td>\n",
       "      <td>155</td>\n",
       "      <td>POINT (143750.000 465750.000)</td>\n",
       "      <td>78211</td>\n",
       "      <td>36545</td>\n",
       "      <td>Baarn</td>\n",
       "      <td>GM0308</td>\n",
       "      <td>6</td>\n",
       "      <td>Dorpshuis de Furs</td>\n",
       "      <td>woonfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Baarn</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@baarn.nl</td>\n",
       "      <td>http://www.baarn.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0308stembureaus20220316009</td>\n",
       "      <td>3a1d2164cad34a7fb0b6249930491a6d</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.000517</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46560</th>\n",
       "      <td>E1970N4335</td>\n",
       "      <td>910</td>\n",
       "      <td>POINT (197250.000 433750.000)</td>\n",
       "      <td>101861</td>\n",
       "      <td>20667</td>\n",
       "      <td>Lingewaard</td>\n",
       "      <td>GM1705</td>\n",
       "      <td>51</td>\n",
       "      <td>Ontmoetingscentrum Doornenburg</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Lingewaard</td>\n",
       "      <td>NaN</td>\n",
       "      <td>verkiezingen@lingewaard.nl</td>\n",
       "      <td>https://lingewaardkiest.nl/</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1705stembureaus20220316009</td>\n",
       "      <td>a8ddb12683d94507a6c88197360485db</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.465340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5146</th>\n",
       "      <td>E2405N5710</td>\n",
       "      <td>270</td>\n",
       "      <td>POINT (240750.000 571250.000)</td>\n",
       "      <td>15468</td>\n",
       "      <td>31912</td>\n",
       "      <td>Groningen</td>\n",
       "      <td>GM0014</td>\n",
       "      <td>1</td>\n",
       "      <td>Dorpshuis De Hoeksteen</td>\n",
       "      <td>woonfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Groningen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>telefoon: 14 050</td>\n",
       "      <td>https://gemeente.groningen.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0014stembureaus20220316009</td>\n",
       "      <td>fb222b59f52242d39476a0c6e301df47</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.577246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38896</th>\n",
       "      <td>E1245N4505</td>\n",
       "      <td>880</td>\n",
       "      <td>POINT (124750.000 450750.000)</td>\n",
       "      <td>88659</td>\n",
       "      <td>31188</td>\n",
       "      <td>Montfoort</td>\n",
       "      <td>GM0335</td>\n",
       "      <td>1</td>\n",
       "      <td>Zalencentrum St. Joseph</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Montfoort</td>\n",
       "      <td>NaN</td>\n",
       "      <td>info@montfoort.nl</td>\n",
       "      <td>https://www.montfoort.nl/mozard/!suite86.scher...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0335stembureaus20220316009</td>\n",
       "      <td>8b747761aa7f417ebd4958b0d1284672</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.703409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22439</th>\n",
       "      <td>E1590N4920</td>\n",
       "      <td>10</td>\n",
       "      <td>POINT (159250.000 492250.000)</td>\n",
       "      <td>59523</td>\n",
       "      <td>11208</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>GM0995</td>\n",
       "      <td>22</td>\n",
       "      <td>Gymzaal Kindcentrum Warande</td>\n",
       "      <td>kantoorfunctie,onderwijsfunctie,sportfunctie,o...</td>\n",
       "      <td>...</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gemeente Lelystad, Bureau Verkiezingen, Postbu...</td>\n",
       "      <td>https://www.lelystad.nl/VerkiezingenStemmen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0995stembureaus20220316009</td>\n",
       "      <td>7c0bfe588d34460dad294172ff402c94</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8135.260944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22441</th>\n",
       "      <td>E1670N4920</td>\n",
       "      <td>5</td>\n",
       "      <td>POINT (167250.000 492250.000)</td>\n",
       "      <td>59539</td>\n",
       "      <td>36039</td>\n",
       "      <td>Harderwijk</td>\n",
       "      <td>GM0243</td>\n",
       "      <td>28</td>\n",
       "      <td>Drive-In op parkeerplaats P2</td>\n",
       "      <td>overige gebruiksfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Harderwijk</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Team verkiezingen, burgerzaken@harderwijk.nl</td>\n",
       "      <td>https://www.harderwijk.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0243stembureaus20220316009</td>\n",
       "      <td>5012c8e95b1349fe90d83abdc683c50b</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8167.139659</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51985</th>\n",
       "      <td>E2000N4140</td>\n",
       "      <td>20</td>\n",
       "      <td>POINT (200250.000 414250.000)</td>\n",
       "      <td>114100</td>\n",
       "      <td>16686</td>\n",
       "      <td>Berg en Dal</td>\n",
       "      <td>GM1945</td>\n",
       "      <td>10</td>\n",
       "      <td>Zalencentrum De Sleutel</td>\n",
       "      <td>bijeenkomstfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Berg en Dal</td>\n",
       "      <td>ja</td>\n",
       "      <td>verkiezingen@bergendal.nl</td>\n",
       "      <td>http://www.bergendal.nl/verkiezingen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM1945stembureaus20220316009</td>\n",
       "      <td>02745c1ebd904df893190b466c541228</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8232.928809</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22440</th>\n",
       "      <td>E1620N4920</td>\n",
       "      <td>5</td>\n",
       "      <td>POINT (162250.000 492250.000)</td>\n",
       "      <td>59529</td>\n",
       "      <td>11199</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>GM0995</td>\n",
       "      <td>33</td>\n",
       "      <td>Gymzaal De Borg</td>\n",
       "      <td>onderwijsfunctie</td>\n",
       "      <td>...</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gemeente Lelystad, Bureau Verkiezingen, Postbu...</td>\n",
       "      <td>https://www.lelystad.nl/VerkiezingenStemmen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0995stembureaus20220316009</td>\n",
       "      <td>72de608fefe14b4da1e232488802a819</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8402.730770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22583</th>\n",
       "      <td>E1595N4915</td>\n",
       "      <td>10</td>\n",
       "      <td>POINT (159750.000 491750.000)</td>\n",
       "      <td>59865</td>\n",
       "      <td>11208</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>GM0995</td>\n",
       "      <td>22</td>\n",
       "      <td>Gymzaal Kindcentrum Warande</td>\n",
       "      <td>kantoorfunctie,onderwijsfunctie,sportfunctie,o...</td>\n",
       "      <td>...</td>\n",
       "      <td>Lelystad</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gemeente Lelystad, Bureau Verkiezingen, Postbu...</td>\n",
       "      <td>https://www.lelystad.nl/VerkiezingenStemmen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NLODSGM0995stembureaus20220316009</td>\n",
       "      <td>7c0bfe588d34460dad294172ff402c94</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8685.023942</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>67995 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       c28992r500  INWONER                       geometry  savedindex    _id  \\\n",
       "47198  E1005N4315     1420  POINT (100750.000 431750.000)      103081   4344   \n",
       "32760  E1435N4655      155  POINT (143750.000 465750.000)       78211  36545   \n",
       "46560  E1970N4335      910  POINT (197250.000 433750.000)      101861  20667   \n",
       "5146   E2405N5710      270  POINT (240750.000 571250.000)       15468  31912   \n",
       "38896  E1245N4505      880  POINT (124750.000 450750.000)       88659  31188   \n",
       "...           ...      ...                            ...         ...    ...   \n",
       "22439  E1590N4920       10  POINT (159250.000 492250.000)       59523  11208   \n",
       "22441  E1670N4920        5  POINT (167250.000 492250.000)       59539  36039   \n",
       "51985  E2000N4140       20  POINT (200250.000 414250.000)      114100  16686   \n",
       "22440  E1620N4920        5  POINT (162250.000 492250.000)       59529  11199   \n",
       "22583  E1595N4915       10  POINT (159750.000 491750.000)       59865  11208   \n",
       "\n",
       "          Gemeente CBS gemeentecode  Nummer stembureau  \\\n",
       "47198   Ridderkerk           GM0597                  1   \n",
       "32760        Baarn           GM0308                  6   \n",
       "46560   Lingewaard           GM1705                 51   \n",
       "5146     Groningen           GM0014                  1   \n",
       "38896    Montfoort           GM0335                  1   \n",
       "...            ...              ...                ...   \n",
       "22439     Lelystad           GM0995                 22   \n",
       "22441   Harderwijk           GM0243                 28   \n",
       "51985  Berg en Dal           GM1945                 10   \n",
       "22440     Lelystad           GM0995                 33   \n",
       "22583     Lelystad           GM0995                 22   \n",
       "\n",
       "                       Naam stembureau  \\\n",
       "47198                     Gemeentehuis   \n",
       "32760                Dorpshuis de Furs   \n",
       "46560  Ontmoetingscentrum Doornenburg    \n",
       "5146            Dorpshuis De Hoeksteen   \n",
       "38896          Zalencentrum St. Joseph   \n",
       "...                                ...   \n",
       "22439      Gymzaal Kindcentrum Warande   \n",
       "22441     Drive-In op parkeerplaats P2   \n",
       "51985          Zalencentrum De Sleutel   \n",
       "22440                  Gymzaal De Borg   \n",
       "22583      Gymzaal Kindcentrum Warande   \n",
       "\n",
       "                             Gebruiksdoel van het gebouw  ... Hoofdstembureau  \\\n",
       "47198                  bijeenkomstfunctie,kantoorfunctie  ...      Ridderkerk   \n",
       "32760                                        woonfunctie  ...           Baarn   \n",
       "46560                                 bijeenkomstfunctie  ...      Lingewaard   \n",
       "5146                                         woonfunctie  ...       Groningen   \n",
       "38896                                 bijeenkomstfunctie  ...       Montfoort   \n",
       "...                                                  ...  ...             ...   \n",
       "22439  kantoorfunctie,onderwijsfunctie,sportfunctie,o...  ...        Lelystad   \n",
       "22441                            overige gebruiksfunctie  ...      Harderwijk   \n",
       "51985                                 bijeenkomstfunctie  ...     Berg en Dal   \n",
       "22440                                   onderwijsfunctie  ...        Lelystad   \n",
       "22583  kantoorfunctie,onderwijsfunctie,sportfunctie,o...  ...        Lelystad   \n",
       "\n",
       "       Tellocatie                           Contactgegevens gemeente  \\\n",
       "47198          ja  Team Verkiezingen, info@ridderkerk.nl, 0180-45...   \n",
       "32760          ja                              verkiezingen@baarn.nl   \n",
       "46560         NaN                         verkiezingen@lingewaard.nl   \n",
       "5146          NaN                                   telefoon: 14 050   \n",
       "38896         NaN                                  info@montfoort.nl   \n",
       "...           ...                                                ...   \n",
       "22439         NaN  Gemeente Lelystad, Bureau Verkiezingen, Postbu...   \n",
       "22441         NaN       Team verkiezingen, burgerzaken@harderwijk.nl   \n",
       "51985          ja                          verkiezingen@bergendal.nl   \n",
       "22440         NaN  Gemeente Lelystad, Bureau Verkiezingen, Postbu...   \n",
       "22583         NaN  Gemeente Lelystad, Bureau Verkiezingen, Postbu...   \n",
       "\n",
       "                             Verkiezingswebsite gemeente  Verkiezingen  \\\n",
       "47198                 https://verkiezingen.ridderkerk.nl           NaN   \n",
       "32760                   http://www.baarn.nl/verkiezingen           NaN   \n",
       "46560                        https://lingewaardkiest.nl/           NaN   \n",
       "5146          https://gemeente.groningen.nl/verkiezingen           NaN   \n",
       "38896  https://www.montfoort.nl/mozard/!suite86.scher...           NaN   \n",
       "...                                                  ...           ...   \n",
       "22439        https://www.lelystad.nl/VerkiezingenStemmen           NaN   \n",
       "22441             https://www.harderwijk.nl/verkiezingen           NaN   \n",
       "51985               http://www.bergendal.nl/verkiezingen           NaN   \n",
       "22440        https://www.lelystad.nl/VerkiezingenStemmen           NaN   \n",
       "22583        https://www.lelystad.nl/VerkiezingenStemmen           NaN   \n",
       "\n",
       "                                      ID                              UUID  \\\n",
       "47198  NLODSGM0597stembureaus20220316009  5a2769a4515b438c8688b3dbfaeb122d   \n",
       "32760  NLODSGM0308stembureaus20220316009  3a1d2164cad34a7fb0b6249930491a6d   \n",
       "46560  NLODSGM1705stembureaus20220316009  a8ddb12683d94507a6c88197360485db   \n",
       "5146   NLODSGM0014stembureaus20220316009  fb222b59f52242d39476a0c6e301df47   \n",
       "38896  NLODSGM0335stembureaus20220316009  8b747761aa7f417ebd4958b0d1284672   \n",
       "...                                  ...                               ...   \n",
       "22439  NLODSGM0995stembureaus20220316009  7c0bfe588d34460dad294172ff402c94   \n",
       "22441  NLODSGM0243stembureaus20220316009  5012c8e95b1349fe90d83abdc683c50b   \n",
       "51985  NLODSGM1945stembureaus20220316009  02745c1ebd904df893190b466c541228   \n",
       "22440  NLODSGM0995stembureaus20220316009  72de608fefe14b4da1e232488802a819   \n",
       "22583  NLODSGM0995stembureaus20220316009  7c0bfe588d34460dad294172ff402c94   \n",
       "\n",
       "       Unnamed: 39 Unnamed: 40         dist  \n",
       "47198          NaN         NaN     3.835321  \n",
       "32760          NaN         NaN     4.000517  \n",
       "46560          NaN         NaN     4.465340  \n",
       "5146           NaN         NaN     5.577246  \n",
       "38896          NaN         NaN     5.703409  \n",
       "...            ...         ...          ...  \n",
       "22439          NaN         NaN  8135.260944  \n",
       "22441          NaN         NaN  8167.139659  \n",
       "51985          NaN         NaN  8232.928809  \n",
       "22440          NaN         NaN  8402.730770  \n",
       "22583          NaN         NaN  8685.023942  \n",
       "\n",
       "[67995 rows x 46 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_nearest.sort_values(by=['dist'], inplace=True)\n",
    "df_nearest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Inwoners per 500m² (laagste is 5)', ylabel='Afstand tot stemlokaal (meter)'>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Sm0J25smdgdd/+Ks9WnHTZm3cumecVwQAAACEj0CiDhxTfI2uTQAAAGglBBIh27H3gMrUWtO1CQAAAC2BQCJ0AccROejaBAAAgFZAsXXIFs6drogjpf3861Pjrjzf0rUJAAAALYFAImSdHXF97ZKluurObXKNI8/6+sKKhVo0b4a6ZrUTRAAAAKAlEEjUwcql87Tg2Onaunu/ls6fSctXAAAAtBwCiTrYsHWPVt/ZK9cx8nyr6y9arJVL5030sgAAAIDQUGwdsv6BhD57xzYl0r4OJz0l0r4+c8c2Wr4CAACgpRBIhGzH3gNKefn9X1Oe1Y69ByZoRQAAAED4CCRC9sZgqqbrAAAAQDMikAjZ9PZY2ev9Awlt272fVCcAAAA0NYqtQxY0RyLiZK5v2LpHa9b3Kuo4Svm+1q2iCBsAAADNiROJkGXnSMQjRlOiruIRo69dslSStGZ9r4ZSvg4m0hpK+Vq9vpeTCQAAADQlTiTqYOXSeerpnq2+fYMjQ+i27d6vqONoSEeOKlzHqG/fIEPqAAAA0HQ4kRgnXbPalfL9vGuHEp6276GbEwAAAJoPgUQdbNi6R+/8yib9wbcf0zu/skkbt+5RZ0dcV69YUPTc6+7ZSXoTAAAAmg6BRMjKDaRbNHeGpsbcvOdHHUd9+wYnaLUAAADA6BBIhKzcQLquWe3ybMFjvq+uWe3juUQAAABgzAgkQlZuIF1nR1zrVi1WW9TRtHhEbVFH61YtptgaAAAATYeuTeMsqKMTAAAA0GwIJEJWabK1lJk1QQABAACAZkZqU8jmzmgLvP7US2+M80oAAACA+iGQCNmhpKe4a4qur/3JU9ryfP8ErAgAAAAIH4FEyLpmtcua4kDC86WL/vExfWHDf0/AqgAAAIBwEUiErLMjrg8tnVvy8VsffVG7Xjk4jisCAAAAwkcgEbL+gYQ2bttb9jlbd+8fn8UAAAAAdUIgEbK+fYPyfFv2OUvnzxyfxQAAAAB1QiARslTaK5psnesjZx6n7mOmjeOKAAAAgPAxRyJkv+k/HHj995d16RPvOokgAgAAAC2BE4mQndA5JfD6xW/rIogAAABAyyCQCNnhlFfT9Wr0DyS0bfd+9Q8kRv0eAAAAQJhIbQrZnn2DNV2vZMPWPVqzvldRx1HK97Vu1WKtXDpvLEsEAAAAxowTiZD99lDwqUGp6+X0DyS0Zn2vhlK+DibSGkr5Wr2+l5MJAAAATDgCiZAd39lR0/Vy+vYNKurk/xFFHUd9ozzdAAAAAMJCIBGyM0/urOl6OV2z2pXy/bxrKd9X16z2Ua0NAAAACAuBRB1EnPJfV6uzI651qxarLepoWjyitqijdasWq7MjPvZFAgAAAGNAsXXI+vYNqj0a0cFEeuRaLOLqgade1TmnHV1zELBy6Tz1dM9W375Bdc1qJ4gAAABAQyCQCFnXrHYNpfNbvR5Oevrrf++V4zqj6rrU2REngAAAAEBDIbWpDnzfFl1L+qLrEgAAAFoGgUTI+vYNKh51Sz5O1yUAAAC0AgKJkHXNapcXcCKRRdclAAAAtAICiZB1dsT1+2/vKroedw1dlwAAANAyKLYOWf9AQv/82ItF17/90WVaOHcGQQQAAABaAicSIbtvx8sKymzau2+QIAIAAAAtg0AiZNv3HqjpOgAAANCMCCRCtnDujMDrx3dOHeeVAAAAAPVDIBGyt5/wpsDr1//kKW3cumecVwMAAADUB4FEyJ56+WDg9aQnhtEBAACgZRBIhOzJl0rXQriOYRgdAAAAWgKBRMimxEp31E15dlTD6PoHEtq2ez+nGQAAAGgYBBIhe//COSUfu+bCBTW3gN2wdY961m7S5bc8rp61m6izAAAAQEMgkAjZrKkxmYDrjqRp8drm//UPJLRmfa+GUr4OJtIaSvnUWQAAAKAhEEiErG/foDoCAgZftRdb9+0bVNTJ/yOKOg51FgAAAJhwBBIh65rVrqG0F/hYULF1ufqHrlntSvl+3rWU74+qzgIAAAAIU225NqhK2rOB1wuLrTds3aM163sVdRylfF/rVi3WyqXzRh7v7Ihr3arFWl3wnFrrLAAAAICwEUiEbMfeAwoOI/KLrXPrH4aUOXW46s5ezZwS08K500eet3LpPPV0z1bfvkF1zWoniAAAAEBDIJAI2RuDqcDrH377PF22/PiRr7P1D9kgQpISaV//+5+ekC+bdzrR2REngAAAAEBDoUYiZNPbY4HXz3/LvLyvg+ofJOlwyqM7EwAAABoegUTIFs6drkjBpxpxMtdzZesf2qKOpsTcovehOxMAAAAaGYFEyDo74jrpqKl5104+ampebUS2S9PKpfP0yJpz9c3LT1c8kj99gu5MAAAAaGTUSIRsy/P9euaVQ3nXnn7lkLY83689B4YCuzSdferRuv6iJXRnAgAAQNMgkAjZQ8++Hnj9Jztf1j899mJel6bV63vV0z1bnR1xujMBAACgqRBIhGxJ14zA60dPayvq0pStg8gGDePZnal/IEHQAgAAgFEjkAhZtLDSetixM9pqnlJdr81+pUF444VgBgAAoHkRSISs1BwJSTVNqa7XZj9oEF5uitV4aZRgBgAAAKNDIBGyg0Ppktf/YPnxVdVB1HOzHzQIrzDFqt4aJZgBAADA6NH+NWSJdPGQudzrnR1xLZk/s+yGObvZzxXWXImgQXjj3Wq2nj8fAAAAxgeBRMgKxkFUvB4kaLOf9MLZ7OcOwpsWj6gt6ox7q9lGCGYAAAAwNqQ2hey/975R0/Ug2c3+Z+7YppRnJUme7+uRXa+HUkcw0a1msz8fczMAAACaF4FEyM486U36ty19gddr0dM9W07OKUbaD7eOYDxbzQaZ6GAGAAAAY0MgEbITj5pW0/VS+vYNKua6SqSPFG+Pd1F0vU10MAMAAIDRo0YiZF2z2hV18wsiIo7R1Jirbbv3q38gUfX7UEcAAACARsWJRB1Ya/O+TvtWv/d3D6k95srzra6/qPLMBOoIAAAA0MgIJELWt29QruMoXXCaYCUdTnqSpM/csa2qWoeJrCNg6jQAAADKIZAI2dSYW3KWRFbKs9qx94DOPvXoiu831jqC0QQETJ0GAABAJXWtkTDGzDTG3GmMecoY86Qx5kxjzJuMMfcZY54d/u+snOf/lTFmlzHmaWPM+3Ouv80Y89/Dj91ojKlhKsP4OpT0VM3i3hhM1X0tG7buUc/aTbr8lsfVs3aTNm7dU/E1uVOnDybSGkr5Wr2+t+raDgAAAEwO9S62/rqkH1trT5O0RNKTkj4n6X5r7SmS7h/+WsaYBZI+LGmhpPMk/YMxxh1+n29IukLSKcO/zqvzukctlfZkKz9N09tjdV3HaAMCpk4DAACgGnULJIwx0yWdLek7kmStTVpr90v6oKTvDz/t+5I+NPz7D0r6gbU2Ya19XtIuSe8wxhwrabq19lGbqWK+Nec1DWf73gMVnxNxpIVzp9d1HaMNCOgWBQAAgGrU80TiJEmvSfquMeZXxphbjDFTJR1jrX1Jkob/my0UmCdpd87r+4avzRv+feH1hpSdRF3O6vefVvcC5tEGBNluUW1RR9PiEbVFHbpFAQAAoEg9i60jkk6X9Clr7ePGmK9rOI2phKDSAlvmevEbGHOFMilQOu6442pbbUj2H05WfM4NP31ac2a01bWAeSztY5k6DQAAgErqGUj0Seqz1j4+/PWdygQSrxhjjrXWvjSctvRqzvPn57y+S9Le4etdAdeLWGu/JelbkrRs2bJqShXqoPK3TXpWq9f3VtUCdizGEhAwdRoAAADl1C21yVr7sqTdxpg3D196j6SdkjZK+ujwtY9K2jD8+42SPmyMiRtjTlSmqPrnw+lPB40xZwx3a/pIzmsazswp1W2+x6uAubMjriXzZxIUAAAAIFT1niPxKUm3GWNikp6T9MfKBC+3G2M+JulFSRdLkrV2hzHmdmWCjbSkT1prveH3+VNJ35PULulHw78aUjLtVX6SKGAGAABAc6trIGGt3SppWcBD7ynx/C9L+nLA9S2SFoW6uDo5vrMj8LojyZfUFs0cAlHADAAAgGbGZOuQnXlyp4yKKyWy/ZNSnq+f/PnZ6j5m2jivDAAAAAhPvQfSTTqdHXGdcszUko97vrT3AMPdxlv/QELbdu9nQjcAAEBIOJEI2Zbn+/XMK4cqPCuooy3qZcPWPVpT0Aa3nq13AQAAJgNOJEL20LOvl318PKZa44j+gYTWrO/VUMrXwURaQylfq9f3cjIBAAAwRgQSITv7lNklH4u5Rtd+cJH69g2ykR0nffsGFXXy/5qPV+tdAACAVkZqU8hmTokFXneN9Cdnnajr7t6pqOMo6fm68pxufWDRHB1KekyQrpOuWe1K+X7eNVrvAgAAjB2BRMg273ot8LpnpVsefk5pXxoa7uH01fue0VfveyavJex45O73DyRGNe26GXV2xLVu1WKtLqiRaPWfGwAAoN4IJEJ24HCq5GNpP/j6UCrzwGfv7NWCY6fXtTXsZCw8Xrl0nnq6Z0+a4AkAAGA8UCMRsoOJ6iZbB0mmfZ1/48PauHVPiCs6YjIXHnd2xLVk/kyCCAAAgJAQSIRs0dzSpwkRR4pHyn/kSc/WbXNP4TEAAADCQiARslLpS1HX6GuXLNV/fe5cXfaO48q+R7029xQeAwAAICwEEiFbOn9m4PV//fhyrVw6T50dcX36facqHik9lK5em/ts4XFb1NG0eERtUYfCYwAAAIwKxdYh6z5mmuZMj+nlN5Ij1zqnRHXiUR1Hvu6I6/qLlox0EhpMpWWMUVvErXtXIQqPAQAAEAYCiZBteb4/L4iQpP7DKZ3xN/+pr16ydKRDUuGGXtK4be47O+IEEAAAABgTAomQ/WTny4HXU760en2verpnj2ziCzf0Y93cT6b5EAAAAJhYBBIhO3paW8nHskXUY9nklwoWJuN8CAAAAEwcAomQvXnO9JKPjbWIulSwkDsfIjs1u/D0AwAAAAgTXZtClkoHD6SLuWZMRdTlhskxHwIAAADjjUAiZNv6DgRef/sJs8aUalQuWGA+BAAAAMYbgUTITpo9JfD6I7/+rW577IVRv2/XrHYlveBggfkQAAAAGG/USIRs/2Cq5GPX3rVD5y2aM6oN/uZdr8vLOXWIFqRKMR8CAAAA44lAImQpz5Z8LOqOrmtTtj4inXMg4Ripp3t23vOYDwEAAIDxQmpTyKJu6Y/Us7aobqF/IKFtu/erfyBR8nVB9REx153UxdTVfG4AAACoH04kQnZWwSlBVsQp7tpU7ewHiqnzMTMDAABg4nEiEbLuY6bpkmVdRdddJz8VqVw710IUUx9Ry+cGAACA+uFEog4uW3687tq6R4PpI/US2VSk7Oa/b9+gIo7Je125ydeNXExdatp2PWTTvLKD96RwJoYDAACgNgQSdXDbY7/JCyIkKen5OjCYUv9AQp0dcW3fc0ADifzhdZXSlRqxmHq804xI8wIAAGgMpDaFbNcrB3X7E3uKrqc9X5+87ZfqWbtJtz32gq67Z2fRc65esaDhAoVyJiLNiDQvAACAxsCJRMg273ot8LpnpYOJtKTMPIlYJD+GmxpztWjujLqvL0wTlWbUyGleAAAAkwWBRMhmd7RVfE7UdZQsmDeR9m1e6lMzmMg0o0ZM8wIAAJhMSG0KWXu08kfqWatrLlwwkp4TdY08/0jq08atxalRjYg0IwAAgMmLE4mQPfB0cGqT6xhNibp5BcnnLZyjHXsP6BO3blHCO5L6tHp9r3q6ZzfFhrxZ04zGs9MUAABAKyKQCFnMDb7+juNn6nPnL8jbuHZ2xDWjPaaY6yqRTo88t9namTZbmhED7QAAAMaO1KaQnX58Z+D1x3+zT1NjbtGGm3am44uBdgAAAOEgkAjZnOnBd+Z9K51/48NF9Q/UGYyvbKepXNkTIAAAAFSP1KaQbd97oORjSc8G1j80a51BM+IECAAAIBycSISsUvvXUne/OzviWjJ/JkFEnXECBAAAEA5OJEJ25smdMpJsice5+z3xOAECAAAYO04kQtbZEdcfnnlc0fW4ayre/e4fSGjb7v0U/o4DToAAAADGhhOJkPUPJHTb47vzrhlJ3/7oMi2cO6PkxpWWpAAAAGgmnEiE7NFf98vz8xObrKQ3BtNlTyJoSQoAAIBmQiARstdLbP5f6B8o+ZpGaElKWhUAAABqUVVqkzFmmaR3SZoraVDSdkn/aa39bR3X1pRmtgd/pNf/9FnNf9PUwHSliW5JSloVAAAAalX2RMIY80fGmF9K+itJ7ZKelvSqpLMk3WeM+b4xpriyeBLb8dIbJR+76s7gdKWJbElKWhUAAABGo9KJxFRJPdbawBwbY8xSSadIejHkdTWto6eVniPhOkZ9+wYDA4SJakmaTasa0pETkWxaFR2NAAAAUErZQMJae7MxxjXG/KW19u8CHt9at5U1qWNnlA4kPN+WTVfq7IiP++Z9otOqAAAA0JwqFltbaz1JHxyHtbSElw8MBV53jXT9RY03QZlJzwAAABiNaudIPGKMuUnSv0k6lL1orf1lXVbVxF5+I7i24MPvOK5hC5iZ9AwAAIBaVRtIvHP4v1/KuWYlnRvucprfornTAq8f1RFT/0CiYTfpE5FWBQAAgOZVVSBhrT2n3gtpFc++Gjwv4uYHdumbDz1Ha1UAAAC0hKoG0hljjjHGfMcY86PhrxcYYz5W36U1p/2D6cDrKV+0VgUAAEDLqHay9fck/USZgXSS9Iykv6jDepreuW8+quzj2RawAAAAQDOrNpCYba29XcoMG7DWpiV5dVtVExtM+WUfT3nlW8ACAAAAzaDaQOKQMaZTmQJrGWPOkHSgbqtqYi/0B9dIZH1o6VyKmnP0DyS0bfd+0r0AAACaTLVdmz4taaOkk40xj0g6StLFdVtVE3vT1PJBwsZte7XmvNMIJiRt2LpHa9b3Kuo4Svk+hegAAABNpNpAYoek35X0ZklG0tOq/jRjUnn1jeCBdFlRx1HfvsFRBxL9A4mWmPfQP5DQmvW9Gkr5GspkzGn1+l71dM9u6p8LAABgsqg2kHjUWnu6MgGFJMkY80tJp9dlVU3sqVfeKPt4yvdHXSPRTHfwKwU8ffsGFXWckSBCGnuQBQAAgPFTNpAwxsyRNE9SuzHmrcqcRkjSdElT6ry2pjR/1tSSj0Uco3WrFo9qo9xMd/CrCXi6ZrUr5ecXpo8lyAIAAMD4qnQi8X5JfySpS9LXcq6/Iemv67SmpjajvfRH+r/OPrHmE4Tsnf0Dg8mmuINfbcDT2RHXulWLtbog4GiknwUAAACllQ0krLXfl/R9Y8wqa+36cVpTUzu+s6PkY//jrV01vVfunf2k58m3+Y9Xewe/lrqKsdZg1JKytHLpPPV0z26Jmg8AAIDJptoaiUeMMd+RNNda+wFjzAJJZ1prv1PHtTWl0+ZMC7z+wSXHqvuY4MeCBN3ZjzhSPOIo5lZ/B7+WuoowajBqTVnq7IgTQAAAADShajsvfVdMtq7K3gPBU6vnzqwt9z97Zz9XezSib39kmf7548v1yJpzK27yc4ORg4m0hlK+Vq/vDZzZUMtzy8mmLLVFHU2LR9QWdUhZAgAAaEHVnkjMttbeboz5Kykz2doYw2TrAM+8fDDw+jd/9pxWnd5V9alEqTv7C+dOrzo9qZa6ijC7KJGyBAAA0PqqDSSYbF2l3/QfCrxuJZ1/48O64eIlVaULjbYYebR1FWF3USJlCQAAoLWNZbL1RXVbVRNbOHeGpN2BjyU9W1PL1lrv7I+lroIuSgAAAKhFVYGEtfaXxpi8ydbW2lRdV9akjp5WfuNda7pQLXf2g9KT2qMR3XzZ6ZrRHq0YjJCSBAAAgGpVFUgYY1xJ50s6Yfg17zPGyFr7tbIvnIS29ZXP+Krn0LWx1FVkkZIEAACAalTbtekuZQbTdUqalvMLBZZ0zSj52FgmW1eDjkkAAAAYL9XWSHRZaxfXdSUtYjDll3xszXlvrnkuQ61ITwIAAMB4qDaQ+JEx5n3W2p/WdTUt4PUycxfePGf6uKyB9CQAAADUW7WBxGOSfmiMcSSllCm4ttba8dkZN5GzumeXfGzujLZxXAkAAABQP9XWSHxV0pmSplhrp1trpxFEBOs+ZppmtbuBj5Waeg0AAAA0m2oDiWclbbfW2orPnOS2PN+vfYPBQ7/fGKRjLgAAAFpDtalNL0l60BjzI0kjRQC0fy32k50vl3xsenusbt+3fyBBgTUAAADGTbWBxPPDv2LDv1DC1Fjpj3Th3Ppkg23YukdrCiZS17s7FAAAACa3aidbX1vvhbSKlFe6/esju14PfYPfP5DQmvW9Gkr5IxOtV6/vVU/37FGfTHC6AQAAgErK1kgYY75ljHlLicemGmP+xBhzWX2W1qxKl5F85o5t6i/THnY0+vYNKurk/zFGHUd9+0ZX2L1h6x71rN2ky295XD1rN2nj1j1hLBMAAAAtplKx9T9IutoY86Qx5g5jzD8YY/6fMeZhSf+lzHTrO+u+yiYyc0rpO/gpz2rH3gOhfr+uWe1K+fmnICnfV9es9prfK/d042AiraGUr9Xre0MPfgAAAND8yqY2WWu3SrrEGNMhaZmkYyUNSnrSWvt0/ZfXfKJu+djs0V/36+xTjw7t+3V2xLVu1WKtLqiRGE1KUvZ0I5siJR053SDFCQAAALmqrZEYkPRgfZfSGvYNDJV9/P898rw+/q6TQt2Yr1w6Tz3ds8dc1xDm6QYAAABaW7VzJFCln+58pezjMdcddf1COZ0dcS2ZP3NMAUr2dKMt6mhaPKK2qDPq0w0AAAC0tmrbv6JKHfFo2ccb/Q5/WKcbAAAAaG2cSISs602lg4R4pDnu8IdxugEAAIDWVvZEwhhzl8r0M7XWrgx9RU0u7ZVu//rFCxcwKG6CMBsDAAAgXJVSm24Yl1W0kKOmlR78nUiXHlaH+mHyNwAAQPgqtX/92XgtpFUcO3NKycd+vP1lXbhkLnfEx1E9Jn8DAACgyhoJY8wpxpg7jTE7jTHPZX/Ve3HNaP/hZMnHHnv+tzrzb/+TadHjKOzJ3wAAAMiottj6u5K+ISkt6RxJt0r6p3otqpn99lDpQEKSkp6YFj2OmI0BAABQH9UGEu3W2vslGWvtC9baL0o6t37Lal7VBAjcER8/zMYAAACoj2rnSAwZYxxJzxpjrpS0R9LR9VtWMzMVnzGU9rgjPo6YjQEAABC+agOJv5A0RdKfSbpOmdOIj9ZpTU1tKOVVfI61pVvE1stkb3/a2RGflD83AABAvVQVSFhrfzH82wFJf1y/5TS/VweGKj6nPRpR377BcdvY0v4UAAAAYau2a9NRxpgbjDH3GmM2ZX/Ve3HNaO70yilLQcW+/QMJbdu9P/Qi7Nz2pwcTaQ2lfIq9AQAAMGbVpjbdJunfJF0g6X8rk9b0Wr0W1cwG0+VTm+KR4mLfep4YZNufZmcoSEeKvUn1AQAAwGhV27Wp01r7HUkpa+3PrLV/IumMOq6rab1l3sySj711/gzd86mzdHzn1JETgXqfGND+FAAAAPVQ7YlEavi/LxljLpC0V1JXfZbU3BZ3zSj52CnHdGjFTZvzTh6O75xa1xODbPvT1QUnHpxGAAAAYCyqDST+f8aYGZI+I+nvJU1XppMTCvziud+WfOz2LZmJ1tmgYfX6Xt195Vl1PzGg/SkAAADCVm1q03Zr7QFr7XZr7TnW2rdJermeC2tWT/Ttq/q5UcfRoaQ3LgPTOjviWjJ/JkEEAAAAQlHticR6Y8xKa+0eSTLGnC3pZklvqdvKmtTRU+OSDlb13OzJw5L5MzkxAAAAQFOpNpD435L+wxhzoaTTJf2NpPPrtqom1n+ofJF01DVqi7hFtQoMTAMAAEAzqXognTHmzyT9VNKQpN+z1tL+NUAi5Zd9/EsrF2rB3BmcPAAAAKCplQ0kjDF3SbI5l6ZIOiDpO8YYWWtX1nNxzehwqvwciWltES2ZP7Poev9AgtQmAAAANI1KJxI3jMsqWsiUqFv28entsaJr9RxIBwAAANRD2UDCWvuz7O+NMcdIevvwlz+31r5az4U1q0S6dGqTkbRw7vS8a7kD6XLbwvZ0z+ZkAgAAAA2rqvavxphLJP1c0sWSLpH0uDHmonourFk5jqnp+X37BhV18v8YsgPpGln/QELbdu8PbQI3AAAAmku1XZs+L+nt2VMIY8xRkv5T0p31WlizOmH2FP369cOBj1lJO/Ye0NmnHj1yrWtWe90H0oWNVCwAAABUO5DOKUhl6q/htZPKG4PpCs/IP7Ho7IiPy0C6sOSmYh1MpDWU8rV6fS8nEwAAAJNMtScSPzbG/ETSvw5//fuS7q3PkprbvsFk2cd3/7b4tGLl0nlNM5Aum4qVreeQjqRiNfK6AQAAEK6qThWstVdJ+pakxZKWSPqWtXZNPRfWrBYcM73s49fdszPw7n1nR1xL5s9s+M14M6ZiAQAAIHxVpydZa9dbaz9trf1La+0P67moZmbzxm4Ua4RC6rEUSjdbKhYAAADqo9JAuoNS4M7YSLLW2vK33yehVw6U35xP9N37MAqlmykVCwAAAPVRaY7EtPFaSKt46eBQyccijil7977e063DnFnR2REngAAAAJjEqi22ljFmlqT5ua+x1v6yHotqZoMJr+Rjp82ZWvLu/3i0VKVQGgAAAGGpKpAwxlwn6Y8kPSeN7EKtpHPrs6zmNWNKRK8fTgU+tn3vgHa9clDdx+Qf9IzXdGsKpQEAABCWaoutL5F0srX2d6215wz/IogI8Lbj3lT28e8+8puia+M13ZpCaQAAAISl2tSm7ZJmSnq1wvMmvf2DwacRWbdveVGfft+peZv38TwpoFAaAAAAYag2kPhbSb8yxmyXNNKWyFq7si6ramJ9vz1U9vGo6xbVJGRPClYX1EjUa5NPoTQAAADGqtpA4vuS1kr6b0l+hedOaqZCsphng08aOCkAAABAM6k2kHjdWntjXVfSIk6ePU07Xip9KvGFCxeWDBI4KQAAAECzqDaQeMIY87eSNio/tYn2rwVStvyBzXw6JAEAAKAFVBtIvHX4v2fkXKP9a4CjprZVeIYZl3UAAAAA9VRVIGGtPafeC2kVu14bKPmYa6SFc6eP42oAAACA+qhqjoQx5hhjzHeMMT8a/nqBMeZj9V1ac3rq5QMlHzvnzUfVVAPRP5DQtt371T+QqPxkAAAAYBxVm9r0PUnflfT54a+fkfRvkr5ThzU1tcGUV/KxB595TbteOahDSa9iZ6YNW/doTUE72JVL59VjyQAAAEDNqp1sPdtae7uGW79aa9OSSu+YJ7Gp0WjJxzxfOv/Gh3X5LY+rZ+0mbdy6J/B5/QMJrVnfq6GUr4OJtIZSvlav7+VkAgAAAA2j2kDikDGmU5kCaxljzpBUOodnEjv5mKklH7OSkp6tGBz07RtU1Mn/o4k6jvr2DVb8/qRDAQAAYDxUm9r0aWVav55sjHlE0lGSLq7bqppY1HFreK5TNOVakrpmtSvl57eRTfnBg+xykQ4FAACA8VLticQOSb8r6Z2S/pekhZKeqteimlnar37wd6ngoLMjrnWrFqst6mhaPKK2qKN1qxaXrakgHQoAAADjqdoTiUettacrE1BIkowxv5R0el1W1cReeWOo7OOuYzQl6o6cGJQKDlYunaee7tnq2zdYsTBbOpIONaQjgUypEw8AAABgrMoGEsaYOZLmSWo3xrxVR6apTZc0pc5ra0pxt/whz+fOe7PecWJnVcFBZ0e86iBgtOlQAAAAwGhUOpF4v6Q/ktQl6as6EkgclPTX9VtW80r7tuzj//P0rrqcEGTToVYX1EhwGgEAAIB6KBtIWGu/L+n7xphV1tr147SmppYsUyNx44eXBm7s+wcSIylMkqpOZypUazoUAAAAMFrV1kh0GWOmK3MS8W1laiM+Z639ad1W1qSGEqUDiZ7u2UXXcjstDaU9WWvVHo2MuutSLelQAAAAwGhV27XpT6y1b0h6n6SjJf2xpK/UbVVNLOqako/dt+NlSUdmPex65WBep6WUZ5X2RdclAAAANLxqTySyu+PzJX3XWrvNGFN6xzyJTYmXniPxyK7X9OpAUjc/sEsx11Ei7clxSn+MdF0CAABAo6o2kHjCGPNTSSdK+itjzDRJ1Q9MmETKRVd3/fcr0n+/IklKpIc/Pq90cTZdlwAAANCoqg0kPiZpqaTnrLWHjTGdyqQ3ocBA0qvp+XHXyBqjuBtcI8FpBAAAABpRVYGEtdaX9Mucr/sl9ddrUc3MlD2TCHi+Y3TPlWfpUNIbc9cmAAAAYLxUeyKBKk2NV1u/LsUjjtatWqzuY6blXSeAAAAAQKOrftc7SsYY1xjzK2PM3cNfv8kYc58x5tnh/87Kee5fGWN2GWOeNsa8P+f624wx/z382I2NXOjdP5Cs6nmXveM4/dfnzq25vSsAAADQCKoKJIwx/1TNtRL+XNKTOV9/TtL91tpTJN0//LWMMQskfVjSQknnSfoHY0y2BdI3JF0h6ZThX+dV+b3HXVu0dNemrJhr9On3nZp38pBtCTvZ2r1O1p8bAACg2VWb2rQw94vhDf7bKr3IGNMl6QJJX5b06eHLH5T07uHff1/Sg5LWDF//gbU2Iel5Y8wuSe8wxvxG0nRr7aPD73mrpA9J+lGVax9X6TJdmKTMnIkbLl6SF0TkDqUb7SC6ZjRZf24AAIBWUPZEYjjV6KCkxcaYN4wxB4e/flXShire//9KWq38VrHHWGtfkqTh/x49fH2epN05z+sbvjZv+PeF1xvSvjKpTRFH+s5H3563We4fSOQNpZssg+gm688NAADQKsoGEtbav7XWTpN0vbV2urV22vCvTmvtX5V7rTFmhaRXrbVPVLmWoLoHW+Z60Pe8whizxRiz5bXXXqvy24bLKZPZlPal3b89nHetb9+gok7+H0N2EF0rm6w/NwAAQKuoqkbCWvtXxpiVxpgbhn+tqOJlPZJWDqcm/UDSucaYf5b0ijHmWEka/u+rw8/vkzQ/5/VdkvYOX+8KuB60zm9Za5dZa5cdddRR1fxooZsaL58tdt09O/PuunfNalfKz5/tNxkG0U3WnxsAAKBVVFts/bfKFE3vHP7158PXSrLW/pW1tstae4IyRdSbrLWXS9oo6aPDT/uojqRIbZT0YWNM3BhzojJF1T8fTn86aIw5Y7hb00dUXVrVhHBN+Y/UMUY79h4Y+bqzI651qxarLepoWjyitqgzKQbRTdafGwAAoFVUW2x9gaSlw4PpZIz5vqRfSSqb3lTCVyTdboz5mKQXJV0sSdbaHcaY25UJVNKSPmmtzY6J/lNJ35PUrkyRdUMWWktSe8yRDpV+/HDS0ydu3aLrL1oyUiuxcuk89XTPnnSD6IJ+7v6BxKT7HAAAAJpRLQPpZkr67fDvZ9TyTay1DyrTnSk7Ffs9JZ73ZWU6PBVe3yJpUS3fc6IcTqYrPieRtlq9vlc93bNHNsudHfFJuXHO/bnp4gQAANA8qh1I97eSfmWM+d7wacQTw9dQ4MChyoGEFFxYPJlnKtDFCQAAoLlUdSJhrf1XY8yDkt6uTBelNdbal+u5sGZV3VzrI4XF2VSe7XsO6Lp7dk7au/HZLk5DOZ2Cs8HWZDypAQAAaHRVBRLGmPutte9RpiC68BpyOMofmhEk5hqtW7VYm3e9rjXre+Uao0PJTDlIdiNdmPrU6ujiBAAA0FwqDaRrM8a8SdJsY8wsY8ybhn+dIGnuuKywyUxvLzNIYoTVwaH0SCpPNojINdlmKmS7OMUjjqbEXMUjdHECAABoZJVOJP6XpL9QJmh4QkeGw70h6eb6Lat5zZ/Zpv2DZdo2SUp60rV37VAsUjqOG+3d+GbuemSz/9calZg5CAAAgAZRNpCw1n5d0teNMZ+y1v79OK2pqe0+MFTV86Kuo6RXvFmeGnfl+XZUd+ObuetRttg6kbaSMic0ky29CwAAoJlUW2xNEFGlZKo4TSmIZ62uuXCBrrv7SIH11Rcs0KJ5M0Z1mpDb9agZ6yzGu9i6mU9uAAAAGkEtcyRQBa9C99f2qCsrO3JacN7COaFsaJu969F4Fls388kNAABAo6h2jgSqFJCtlOcf//B0/fOfvEPJtK9drxxUZ0dcS+bPHPNmv9m7HmWLrduijqbFI2qL1qfYmnkVAAAA4Sh7ImGMOb3c49baX4a7nOYXj0rpVPBjs9oj+s+dr+jWx14cufaRM4/Tlz74lpGvR5tyk92Iry64094MpxFZK5fOU0/37LqmHDX7yQ0AAECjqJTa9NXh/7ZJWiZpmzKdmxZLelzSWfVbWnNqj0V0KBWc37RvMJ0XREjSrY++qI+ccYK6j5k25pSb8diI11tnR7yqdY824Gr2kxsAAIBGUalr0zmSZIz5gaQrrLX/Pfz1Ikmfrf/yms/BwQpFEgG27t4vSbrqzl4l02Mrlq52I97MxhJwtcLJDQAAQCOottj6tGwQIUnW2u3GmKX1WVJzS1Qaax3gt4eSOv/Gh4vawZJyUyyM7lStcHIDAAAw0aoNJJ40xtwi6Z+VmRR2uaQn67aqSeS9px2lr/3nM4EzJUi5KRZWjcNkOLkBAACop2q7Nv2xpB2S/lyZSdc7h69hDGKu9JF3nqioU/zHEIuMrmtR/0BC23bvb9kuRNQ4AAAANIZqB9INSfq74V8Yo3gkEzhceU635s5oK9oYx1yjez91lrqPmVbT+06G+QjUOAAAADQGY22FwQeSjDE9kr4o6XjlBB/W2pPqtrIxWrZsmd2yZcu4f9/FX/yR3hgqXyjhGCniSPFIRCnf1yXLunT7lr6SAUA1HYr6BxLqWbtJQ6kj37st6uiRNee25CabydQAAAD1Z4x5wlq7LOixamskviPpLyU9IckLa2Gt6M1Hd+gXL75R9jm+lZKelBweg337lj7dfeVZOpT0ijbG1Z4yTLb5CNQ4AAAATKxqA4kD1tof1XUlLWL73oM1vybqODqU9LRk/syRa/0DCe3Y+4ZW39mrRBUtYakdAAAAwHiqNpB4wBhzvaR/lzRSxctk62KD6fKpYhHHyLdWfs7ThtJe3oY/ewrhyCiRzg8OSp0yUDsAAACA8VRtILF8+L+5+VFW0rnhLmcSCKhJSXlWP97+si474/i8OQlByp0yMB8BAAAA46Xark3n1Hshk0WpA4tr79qh8xbNCax1kKQpMVe+tRVPGagdAAAAwHio9kRCxpgLJC2U1Ja9Zq39Uj0WNRlFXWfkJKGw1iEeMfrm5adr4dwZBAkAAABoCFUNpDPGfFPS70v6lCQj6WJlWsFiFFxTfM2zdiQdad2qxWqLOpoWj6gt6uj6i5bo7FOPJogAAABAw6j2ROKd1trFxphea+21xpivKlN4jVEwRrrkbfP0H7/aq6jryCtIWWrVWgdmPwAAALSOagOJweH/HjbGzJXUL+nE+iyp9aV96T+2vqR/+fhyRSNu4Ma61WodJsPUbQAAgMmkqtQmSXcbY2ZKul7SLyX9RtIP6rSmSSGZ9nXpLY/rhf5DLRUwBMntRHUwkdZQytfq9b3qH0hUfnEd17Rt9/4JXQMAAEAzq/ZEYp21NiFpvTHmbmUKrofqt6zJIenZwAFzrZYC1GhTtzkdAQAAGLtqA4lHJZ0uScMBRcIY88vsNYxe4Ya6FTe5jTR1O/d0pNK0cAAAAJRWNrXJGDPHGPM2Se3GmLcaY04f/vVuSVPGY4GtpvADz91QN2IKUBiCOlFN1NTt7OlIrmwwBwAAgOpVOpF4v6Q/ktQl6avKtH6VpIOS/rp+y2pd57/lGN335GtyHSPPz+/W1GgpQGFqlE5UjXQ6AgAA0MzKBhLW2u9L+r4xZpW1dv04ramlvT6QlGQlazL/zdHqm9xG6ESVPR1ZXZA+NtHrAgAAaDbV1kh0GWOmK3MS8W1laiM+Z639ad1W1qIee37f8O88SZn8/AXHTtehpKeuWe1scsdBo5yOAAAANLNqA4k/sdZ+3RjzfklHS/pjSd+VRCAxRtZK5934sNoijtLDqU6PrDmXTW6dNcLpCAAAQDOrdo5EtjbifEnftdZuy7mGMUikfaU9q4GEN1JcLUlL5s9kowsAAICGVW0g8YQx5qfKBBI/McZMk+RXeA1GwXUMHYQAAADQ8Cq1f+0Z/u0nJX1O0tuttYclxZRJb8IoRR2pLVJ8qJPy7KiKq5nUDAAAgPFUqUbiRklvk7TZWjsyfM5a2y+pv54La31GVsWdm665cEHNKU2tOMQOAAAAja1SIJEyxnxX0jxjzI2FD1pr/6w+y2p9X/zgQk2LR7R6fa9cY5TyfF1z4UJdtvz4mt6HSc0AAACYCJUCiRWS3ivpXElPFDxmi5+Oanz5Q4tGAoZKbUj7BxJlH2/lIXYAAABoXJUG0r0u6QfGmCeHOzVJkowxZ0n6A0m31nl9LWf5CTN12RnH5wUIS+bPDHxuNSlLrT7EDgAAAI2pqq5N1tptxpilxph1xpjfSLpO0pN1XVmL6j+U1Iate9SzdpMuv+Vx9azdpI1b9xQ/Lydl6WAiPdIatrCYOjupuS3qaFo8oraowxA7AAAA1F3ZEwljzKmSPqzM6UO/pH+TZKy154zD2lrSrtcO66o7tinp2bI1DbWkLDGpGQAAAOOtUo3EU5IelnShtXaXJBlj/rLuq5pkggKErlntGkp7ec8bSnslU5ZqmdRcqe6iFmG+FwAAAJpHpUBilTInEg8YY34s6QdiovWYJb38OvVSNQ3W2rJfj0aYrWJpOwsAADB5la2RsNb+0Fr7+5JOk/SgpL+UdIwx5hvGmPeNw/paXjwSXNPQt29Q7dH8OK89GhnT1Otq6y7G+70AAADQfKottj5krb3NWrtCUpekrcpMusYYTIm6+vZHlgXexa9HN6Zs3UWubFrVRL4XAAAAmk9VgUQua+1vrbX/aK09tx4Lmkx8WS2cOz3wsc6OuK5esUCxiKOpcTeUbkxhBie0nQUAAJjcag4kEI5SKU1ZG7bu0XV371TUMUqlfV19wYIx1x8UtoqNRxx98t3dobwXbWcBAAAmFxNGAW8jWrZsmd2yZcu4f98TPndPVc/7ozOP1xc/uCjwsf6BhHrWbtJQ6sgd/7aoo0fWnDuyUR9Lt6T+gYRue/xF3fzAs4q57pgKpenaBAAA0LqMMU9Ya5cFPVapaxPq5PuPvqBlJ8zSmSfPDiy0LjdDIoxuSf/w4C4l0laJdFpS8CyLatTSdhYAAACtg9SmCWIlXfmvW3XG396vv7//2bxuR+XqD8LollSPQun+gYS27d5P1yYAAIBJgkBigqU8q6/e94ze+ZX7tXHrnpHrn3x3t+KR4vqDMIKAsAulN2zdo561m3TZLY/pzK9s0m2PvzCq9wEAAEDzILWpQSTSVqvX9+rgUFrX3bNzOFiwuuLsk3Tp8uNG0ofCCAKyhdKrC9KjRpOilHtCkvX5H26XrHTZGcfX/H4AAABoDgQSDcQxRtfctUNpz47UR9z84C5duvy4keeEFQSsXDpPPd2zx1wo3bdvUBGneNj5tXft0HmL5lA/AQAA0KIIJBrI4aRXdC23yDorrCAgjELprlntSnrFnb+ibvG6AQAA0DqokWhwpdKWOjviWjJ/5oRv1Ds74rrmwgVF1z1rGU4HAADQwjiRaGCxCkPrGsVly4+XbCadKeo68qxtinUDAABg9AgkGlTMNbr3U2ep+5hpE72Uqlx2xvE6b9EchtMBAABMEgQSDSgecXTlOd2aNTU20UupCcPpAAAAJg9qJBqQ5/v61kPPqWftprzZEgAAAECjIJBoQGlfo55aDQAAAIwHAokGV+vUagAAAGA8EEg0uFqnVgMAAADjgUCigUyJuYo4UtQ1mhaPqC06Me1f+wcS2rZ7PylVAAAAKImuTQ0iHjH65uWna+HcGZI0YW1UN2zdozXrexV1HKV8X+tWLdbKpfPGdQ0AAABofAQSDSAecXT9RYt19qlHj1ybiDaq/QMJrVnfq6GUryH5kqTV63vV0z2btq4AAADIQ2rTBGuLOvr2R5Zp5dJ5E55S1LdvUFEn/68Exd4AAAAIwonEBPN9K0m67bEXdN09Oyc0pahrVrtSvp93jWJvAAAABOFEYoJ5vtWf/vMT+vx/bNdQyp/Q+RGdHXGtW7VYbVFnQou9AQAA0Pg4kZhgnpUOJb2i69mUovHexK9cOk893bNrLvbuH0hMWIE4AAAAxh+BRIOayJSizo54TcEAnZ4AAAAmH1KbGlDUNVq3arEkNfw8h9xOTxOZlgUAAIDxxYlEA3KMdHAorZ61mxr+Ln+201O2Xaw0cWlZAAAAGD+cSEyw//nWuZoSdfOuRVxH1961oynu8tPpCQAAYHIikJhAEUf6/97dXbQRH0r5ch2Tdy13nsNEz5vIRacnAACAyYnUpgZgrc372vOtBv38aynf19SYqxvvf1Y3P7BLMbdxUp5G2+kJAAAAzYtAYgLFo6627t6v9mhEBxPp0s+LOLpkWZcu+PuHlUhnAoxEOnOKsXp9r3q6Z0/45j37/bOnJhO9HgAAANQXgcQEOpTw9NtDyaLUplxtUUefOqdbN27aNRJE5GqUwmZawAIAAEwu1EhMsK/e94yuXrFAbVFHU+Nu0eNDKV83bdo1cgJRqBEKm2kBCwAAMPlwIjHBEmlfffsO65E156pv36C27zmg6+7ZKdcxOpTITLweLBFExCONUdhMC1gAAIDJh0CiAXzjweckK338XSdpyfyZOm/RHD3w1Ku6ZuMOHUp6ga/503efpI+fdVJDbNRpAQsAADD5kNrUIL7xs+f0zq/cr41b96izI65zTjtani2uiZCkqTFX5y08tuogot7tYmkBCwAAMPlwItFAEmmb14Vp3arFuurO3qL6iJRvNTVWXE8RZLyKoGkBCwAAMLlwItFgXMeMtFBduXSevrBigdz82XQy1mrFTZu1ceuesu813kXQnR1xLZk/kyACAABgEiCQaDCJVGbwXP9AQg8985q+dPdOeQUZTgnPVhUUZIugc+VOyAYAAABGi9SmBpP2rd73fx+SY6SY65Zs+ypV7oxEETQAAADqhROJBuRbKe1Lh1PBHZuyKgUFFEEDAACgXjiRaBJTYq6SaU/GGLVF3JHC6UpBAUXQAAAAqAcCiSYQjxh98/LTtXDuDEmqOSjo7IiPKoDoH0gQgAAAACAQgUQDMpJcR2qPRkZOHs4+9eiRx8djUz9ebWMBAADQnAgkGkzEkX7852dr1tRY0WnAeJ0Q5LaNHVKmWDt3vgUAAABAINFg/vw9p6r7mGmS8k8exvOEINs2NhtESJU7RAEAAGByoWtTA4k40qXLjyu6Xu1guf6BhLbt3j/mgXO0jQUAAEAlBBINZPX7Twu841/NYLkNW/eoZ+0mXX7L4+pZu6ni1OtyaBsLAACASkhtahDLT5ylK3735MDHKp0Q1KOmgbaxAAAAKIcTiQaxre9AyZSkSicE1ZxYjEZnR1xL5s8kiAAAAEARTiQayI69BzSjPRZ4AlDuhICaBgAAAIw3AokGMZTy9Sff+4Xaoq7Svg3sylRqsFz2xGJ1QVcnThIAAABQLwQSDSTtSwMJT1LtNQ7UNAAAAGA8EUg0KNcxNc9tKHViAQAAAISNYusGlfIsNQ4AAABoWAQSDepDS+dyugAAAICGRSDRoDZu21uyHWxYE6wBAACA0aJGokFl50AUnkps2LpHawq6MxV2dwIAAADqjROJBhU0ByJ3gvXBRFpDKV+r1/dyMgEAAIBxRyDRYKbE3KLJ1Vn1mmANAAAA1IrUpgazbtVinXlyZ2ChNROsAQAA0Cg4kWggRtL8N00p2a0pO8G6LepoWjxS8uQCAAAAqDdOJBqIlfT4c/1aMn+m+gcSevTX/Xp9YEhndR+l7mOmSWKCNQAAABoDgUSDueGnT2tqPKL/8x/bZUeuPqmPnHmcvvTBt0higjUAAAAmHqlNDSbiGl2zMTeIyLj10Re165WDE7ImAAAAoBCBRINJ+5IjE/jY1t37x3cxAAAAQAkEEg0kFnF0zYULJFN4HpGxdP7M8V3QKDB1GwAAYHKgRqKBfPb3TtVly4/XtHhEf/6DrXnpTR8587iRgutGxdRtAACAyYNAooHccN8zOve0o0c6MwV1bWpUuVO3h5SZdbF6fa96umdTGA4AANCCCCQaSDLt67yvP6RPvOskffxdJ2nFkrkTvST1DyRGWs1KKtl2Njt1OxtESEembhNIAAAAtB4CiQaT9qVv/Ow5feuh5/R3v790QmdG5KYqDabSMsaoLeIGpi0xdRsAAGByIZBoUJ6VPn37VrmOUcwN3rzXU1CqkmSV8tKSitOWslO3VxfUSHAaAQAA0JoIJBpY2pfSvlUiHbx5r6e+fYNlHw9KW2LqNgAAwORBINFExrPmYGrM1VDKL/l4qbQlpm4DAABMDsyRaCJJb/xqDg4lPcXd4sF4U2Ku2qJOybQl5kgAAABMDpxINJErz+ke2bzndlOqxwlA16x2yRgpZ5pFPGL0zctP18K5MwK/52jnSNT7ZwEAAED4CCSayJumxiSNz+C3zbtel5fThSnqGl15ziklg4jRzpFgiB0AAEBzIrWpiVx3z07teuXgyIb9YCKtoZSv1et7Q00lygYF6ZwSiZRn9c2f/Vo9azdp49Y9Ra/JzpHIla3pqPR9xvqzkE4FAAAw/ggkGogj6ar3nao/OvN4RQPqExxjtHnXazVv2GsVFBRImbqJUpv90cyRGE3wUWjD1j3qWbtJl9/yeMkgBwAAAOEjkGggvqS3dM3QFz+4SD/6s3cpVhBMHE56+pt7n9RQ2su7PtbBb4V39IOCglxBm/3sHIm2qKNp8UjZguyssQ6xC+tEAwAAALWjRqLhZIKH7mOm6YaLl+iqO3uVyMkxSnpSxLGKRxzF3LEPfitVo5AdLuc6RocS1QUutc6RGOsQu+yJxpGBeePbIhcAAGAyI5BoIBFHWjh3+kgXo57u2fr2R5bpf//TEzqcOrKZb49GdPNlp2tGe3RMnY7KFUjnBgXb9xzQdffsrGqzX+scibEMsRvriQYAAABGj0CiARhJriNd+8FF2rzr9bwTgqsvWCA/pwWrlNksL5w7fcx33Svd0c/+WjJ/ps5bNKduLVpHO8RurCcaAAAAGD0CiQZgJaV96er/2C7XMUp5dmRzf909O3X1igW67u78EwFJ2rZ7f97GvtZ5DLXc0W/UidVjOdEAAADA6BFINBDfSr6Xf/oQdRwtmjtDd195lrbu3q+l82dqx0tvqGftprzAwko1z2NolTv6jRrkAAAAtDICiQaX8v28GoWk58m3yju1uOrOXklWibStaRicxB19AAAAjA6BRIOaGnfl+VZXr1igL921U4m0n1fLkMt1jGSNpCMF2bV0L+KOPgAAAGpFINGApsZcXfW+U3XSUdP06K9fz2v/GsTzrRRQkE33IgAAANQLgUQDSnq+vnzvU4q5RoeSxUGEa6SImz9HQlLT1zoAAACgeRBINBjXZOofpCP/LfQX7z1Vly4/rqiugVoHAAAAjBcCiUYTHDuMiEeMLl1+XGBdQ/brvn2DeV8DAAAAYSOQaCCL5k7T0y8PDNc85MsWXxemLOXOjigcZrdu1WJOKQAAAFAXdQskjDHzJd0qaY4kX9K3rLVfN8a8SdK/STpB0m8kXWKt3Tf8mr+S9DFl2g/9mbX2J8PX3ybpe5LaJd0r6c+ttRXu3Tef7XsPBl6/4l0n6tRjpmnp/JnqPmbayPXbHntB1969UzHXKOX5RW1hP3PHNjlGirlu1bMlAAAAgGo4dXzvtKTPWGt/R9IZkj5pjFkg6XOS7rfWniLp/uGvNfzYhyUtlHSepH8wxrjD7/UNSVdIOmX413l1XHfD+c7m5/XFu3bo/L/frNsef0FSJoj4/H9sVzLtayDhKZG2RTUVKS8zW+JgIq2hlK/V63vVP5CYiB8BAAAALaZuJxLW2pckvTT8+4PGmCclzZP0QUnvHn7a9yU9KGnN8PUfWGsTkp43xuyS9A5jzG8kTbfWPipJxphbJX1I0o/qtfZG41lpIJGZEfH5H27XoaG0bvjp0zW/Ty2zJcKUm35FehUAAEBrGJcaCWPMCZLeKulxSccMBxmy1r5kjDl6+GnzJD2W87K+4Wup4d8XXp+01v7kKcVdR8kSXZ2yXJMJQrImYrbEhq17iuo2SK8CAABofvVMbZIkGWM6JK2X9BfW2jfKPTXgmi1zPeh7XWGM2WKM2fLaa6/Vvtgm4fnS4VT5IXXxiNGXPrRIbVFH0+IRtUWdcZ8t0T+Q0Jr1vRpK+aRXAQAAtJi6nkgYY6LKBBG3WWv/ffjyK8aYY4dPI46V9Orw9T5J83Ne3iVp7/D1roDrRay135L0LUlatmxZyxVjB5kSc5T2rD701rnasPUluY6R51tdeU63zls4R+ctnDNhaUV9+wYVdZyR4m+pdHoV6U8AAADNpW4nEsYYI+k7kp601n4t56GNkj46/PuPStqQc/3Dxpi4MeZEZYqqfz6cBnXQGHPG8Ht+JOc1k4IjyQ34k5oac/WllYv06F+9Rz3dR0mySnu+EmlfN216Vj1rN+mRXa9ryfyZE7I575rVrpSff3ISlF61Yese9azdpMtveVw9azdp49Y947lMAAAAjEI9U5t6JP2hpHONMVuHf50v6SuSfs8Y86yk3xv+WtbaHZJul7RT0o8lfdJa6w2/159KukXSLkm/1iQqtJYyvXP9gEwmz1qdc1qmxGTN+l4l0nakbiLh2QlPJersiGvdqsVl06tIfwIAAGhO9ezatFnB9Q2S9J4Sr/mypC8HXN8iaVF4q2s+QXlan37vqersiGvb7v1FKURZE9WpKWvl0nllh+LVkv4EAACAxsFk6yZ2w0+f1pwZberpnl2UQpQ1EZ2aCnV2xEsGBdWmPwEAAKCx1L1rE+on6VmtXt8rSSMpRG3RzB9p3DV5qUT9Awlt272/4VKGqkl/AgAAQOPhRKLJZdOAclOIpsZcHUp6I6lEjT7LoVL6EwAAABoPgUSTy00DCkohyi1mztYhrF7fq57u2Q21YS+X/gQAAIDGQ2pTE4tHKqcBZYuZc2VPMQAAAIDRIpBoYl+9uHKKUlAxc9LzdWAwFVgv0ai1FAAAAGgsBBJNbHp7rOJzCouZo66R5/v65G2/LBr+xmA4AAAAVItAokm5Rlo4d3pVz125dJ4eWXOubr7srXKMlPZVNPyNwXAAAACoBcXWTWrmlMhIW9egTk2FOjvimtEeU8x1lUinR67n1kswGA4AAADVIpBoUv2H0vry3Tv1T4+/IOtbJTw7MkOiVHvXSsPfGAwHAACAapHa1OD+6MzjddLsKYGPfWfz8xpK+Up4VpIyLV7LpCSVG/7GYDgAAADUghOJBvcvP3+hZLQXc6Uhr/h6uZSkcsPfGAwHAACAahFINLhkQKAgSd1HTVHf/iHJ84seG0p7ZVOSyg1/YzAcAAAAqkFqUxNyJP3xWSdp3arFikeK/witteO/KAAAAEwqBBJNyJf0+R9u18GhtL79kWWaEnXzHm+PRphcDQAAgLoikGhi1961Q3NntMlX/gkE3ZYAAABQbwQSTSzqOjqU9Oi2BAAAgHFHsXWTiLpGKS//5MGzVl2z2rVk/syibkvZQXWTufsSnwEAAED9EEg0Cd+3Wrlkjn68/RVFXUeetXknD7ndljZs3aM163sVdRylfL/kgLpWxmcAAABQXwQSTcKz0k92vKJ7/+xdOpT0St5l7x9IaM363sxwOmVaw65e36ue7tkjz2/1O/XVfAYAAAAYGwKJJuIaZySIyHZlKtwY9+0bVNRxRjbQUv6Auslwp77SZwAAAICxI5BoImnf14+2v6TvPvIbxdzgQKBrVrtSfv6QumwXp4m+Uz9eJyHlPgMAAACEg65NTSTlWX3zZ88pkfZ1MJHWUMrX6vW96h9IjDynsyNesotT9k59ruyd+nrbsHWPetZu0uW3PK6etZu0ceueun2vcp8BAAAAwsGJRBMJmlcdlLKzcum8oi5O0sTdqZ+Ik5BSnwEAAADCwYlEkysVCHR2xLVk/sy8DXRYd+r7BxLatnt/3klIORN1EhL0GQAAACAcnEg0sXik9kBgrHfqR1OsTc0CAABA6+FEokm9tWuG/utz546q49Jo79TnpiiVqtEo9f2oWQAAAGgtnEg0qe17D4zb98p2WzowmBx1W9V61yy0+mwMAACARkMg0aRiEXdc5iLkpjIlPU9+QcV3LSlKudO367XGVp2NAQAA0GhIbWpSnrXj2m3pYCKtRNrKWqt4pHFSlEabbgUAAICx4USiAbVHpMF06ccjjtEn391d93UETYhuj0Z082Wna0Z7tCHSiJhiDQAAMDE4kWhA5YIISUr7Vjc98GzdB7uV6ra0cO50dc1qV9++wQm/809HKAAAgIlBINGkEmk7qjSeWmZAlOq2tHnX6+M2pXq0a+Q0AgAAoL5IbWpyQWk8pToYjaYoubDbkiT1rN00qinV9eqsxBRrAACA8Ucg0eSyaTzZTfr2PQd03T07i4KF3KLkWgOA3G5L23bvH1VNQr07K9WrIxQAAACCEUg0sVjkSKrRmvW9co3RoaQnSXnBwoJjp2vr7v2KOCbv9aMpSh5NTcJYghgAAAA0JgKJJuUY6RuXvlXRiKtP3LpFibRf8rnn3/iwoq4zEmRkjaYoOVuTsLrgdKFcQEBnJQAAgNZDINGkfCt97NYnFHONkp4t+byhVGbznvSOBBFT4648344EALXWLtRak0BnJQAAgNZDINHkygURQabEHH2s50StXDJX3cdMG3XtQi01CaM5xQAAAEBjM9bWthFtFsuWLbNbtmwZ9+97wufuGffvWaupMVeetbr6ggW67p6dI6cWktQWdXT3lWfpUNILvQNSvbo2AQAAoD6MMU9Ya5cFPcaJxCTRHnU0OBwwZGslrr1rh2KR4lEi59/4sOIRN/TuSnRWAgAAaB0MpJsE4hGjNeedpqkxN+961HWKUqOGUr6SntXBRHpUA+8aXS0D+QAAAFAagUQLmxJzFYs4+sKFC3XhkrnyCtLYPGt1zYULRqZCxyKO4m5wi9hqNfJGfcPWPRM6kbuRPxsAAIBakdrUYrIdmVYuOVb/8au9irqOrrt7p6bFI1q3arGuurNXrmNGujatXDpP5y2co759g5oac7Xips1SzilFUHelMCdnj5eJnmXRyJ8NAADAaHAi0ULao46uet+puvvKs7Rx20tKelaHkt5IitLBobQkK1lp+P9IytQudM1q16Gkp6tXHDmhaIs6Rd2VSt3Vz92oN2JaVHaWRa5aT1tGq9E/GwAAgNHgRKKFDKZ8/c29T+lT53pFA+CMjK65a4fSnpWUKbbO3pHPTsbO3i2/+oIFWjRvRtGJQ7m7+o0+dG4iZ1k0+mcDAAAwGpxItJikZ/X1+59R0svfNA+mvOEg4oio42jH3gNFd8uvu2dnYIvWcnf1G33oXHaWRbnTlnpp9M8GAABgNDiRaEFpXzpv4dG6+79fLvu8zObWBD4WdLc8aEOc8HxNjblNMXSu1oncoxFUP9IMnw0AAECtCCRa1E93vFL28VjE0dUrFuiNwVTeQDop0wK2sFWslL8hzj7PWKsVN20eKR6u90Z9rOo5y6JcQXUzfDYAAAC1IJBoUUm/9MTymGv0p2efpGvv2ik34EAi7pqRoXWFVi6dpwXHTtf5Nz4sSUp4VvJsXgekajbJrTblupquUAzkAwAArYRAYhKIukYpz6otmqlvWLlkrr6+aVfJ5xvHlM3fP5T0FI+4SnrpI9+joHi4XKAQdOe+2e/WU1ANAAAmGwKJSeC6lQu17IQ36VDS09SYO3KaUKg96siz0tUrFpTd/FYqHi6X4hN05/4zd2yTY6SY6456xsJEn3BQUA0AACYbujZNAl/YuEM7X3pDS+bP1KGkp6hb/MfuGCnp+Yo60nV37yw79blcB6RKMxOCOj+lPKtE2o56xsJET6yWJrYrFAAAwETgRGISSObUMHTNapdni+snfCvJSoeS1U19LlU8HJTi4zpGDzz1qs457ejAO/eFakkJGu3E6nqcYFBQDQAAJhNOJCaJ3M159s751JirqGsC/xK4jqk49bmzI64l82fmbZiDAoVDCU/XbNyhnrWb9Miu1/Pu3McjjiIFC6glJWg0E6vreYIR9JkAAAC0Ik4kJomk5+vAYEr9A4m8O+cHBlP6039+oqhLU8qzFTfzlWYmuI7RoUTmfbPvv3p9rx5Zc64eWXPuyGsf2fX6qGcs1FqbMNoTDAAAAOQjkJgkkmlfn7ztl3ldkiRp7oy2oinYkvTZ3zt15K5+0Aa7mpkJDzz1qq7ZuCMvSMmeFuTetR9LSlCtw97orgQAABAOAolJwko6mMi0a/3MHdskSfGIo8GkJ6+gZMJI+up9Twd2UeofSGjH3je0+s5eJdLlZyYsnT9TiXTBsLu0F3haMJYZC7UEInRXAgAACAeBxCSUGo4cUl7w0DkrKZG2SqQzgUc2SNi863WtvrNXslIi4BQje4LRt29Qjz3Xrxt++rTSBYPxbEChdym1FERXG4jUeoIBAACAYAQSqCjqONqx94A+e8e2kSCk0FDK16YnX9E3HnpO8n0lSzRmao9GqkojKpc6NVZ0VwIAABg7AglUlPB87dk3WDKIkCTXqOy07Kxq0ojGoyB6LKlUAAAAoP1rSzEhv58z/IbGWn1hw/ayzy0TY4yIR6ob0jaalq4AAAAYX5xItIiYIxnHaMGc6fpV34FQ3jNb3pCoJkqo4E/ffZI+ftZJVZ0CUBANAADQ+DiRaBFJP1MgvX1vOEFEGGKuUcw1+vKHFmnNeb9TMojoH0ho2+792vXKQW3bvV+S8obWtUWrO8nIfa/+gUSYP0pT4TMAAADjgROJFmSU6bw0USKu0er3vVnLT+qsWMy8Yeserb6zV761SnlWMddIMrpm5YK8oXXVBBFjLdCupUtUo6pnkToAAEAuAokWkyrRLWk0jKRoxFHEMTqcLG4V++G3d+kHv+jLuxZzje79s3ep+5hpFd+/fyBR1Akq6VlJVp//4XbJSpedcXxVax1rgXYrbMCZ2g0AAMYTqU0oKRZx9LWLl2j1+09VrOBvStQ1Ov8tx+rLH1qkmGs0NeaqLerohouXVBVESNKOvQfKdoL6wobt2vXKwareaywF2rkb8IOJtIZSvlav72261CCK1AEAwHjiRGISciRVc3CRTPv63L/3aijlqWBAtVKe1Z987xf6xLtO0r1/9i4dSnp5KUHVpAm9MZgq+/09K73//z6kL31okS5bXv5kolSB9tSYq22795ddR3YDPpTzqWQ34M10J58idQAAMJ4IJCYZ1xjFI0aHq8iBspIGEsHTryUp7Uvf+Nlz+vbDz+lrlyzVkvkzJR1JE4o4RknP6poLFxQFApnaiG0V1+BZ6fM/3K5DibSWn9ipqTG3KGiRgidWX7KsSytu2lwxXSnsDfhE1VowtRsAAIwnY+1EluXWz7Jly+yWLVvG/fue8Ll7xv171sKVVDo0GL14xNF/fe5cSVLP2k0aKghUvvyhRSP1Dv0DicDnVP4eRom0Vdw1Mo4JDAyym/ipMVcrbtqc9z3aoo4eWXNu4MZ649Y9RRvw0dRIVFNrUe9AoxWKxgEAQGMwxjxhrV0W9BgnEpNMPYIISbJWI7n4Ead4NN61d+3QeYvmqLMjrr59gxpN/JpIZ16U8Kzk2aJC4twNdK3pSiuXzlNP9+wxbcCrKXYej6JupnYDAIDxQCCBUCS9TD3CrKmx4c5L+aKuox17D2hGe0z/8OCzShQWXYxCbmBQuEG/+oIFNddMjHUDXil4CbOrEqcOAABgohFIoKJqi7N/tP1lfeo9p+iaCxdk2rfmSHq+PnHrFrmmuvoMd/gbx1xHgyWeP5TO1EoEbdCvu2enrl6xQNfdvbNszcRYTyFyVaq1CKuouxVa1QIAgOZHIIGyHEmOY+T7lXORvn7/M7p0+XGZwmqbSWeKuo7SvpXn+8rUbVeX0+RGHP3p2Sfppgd3lXyO71vtO5TUoaQXuEFfNHeGHllzrnbsPaA3BtP6zB3blEgfCTY+c8c2OUaKua6Snq8rz+nWpcuPG3VAUanYOYyibmZFAACARkEggbJ8qaogQsp0cbrl4ee05gO/o8vOOF7nLZqjvn2DOjCY0idv+6UOJtIlX+sYKffbeGlfX99UOoiQMh2dzr/xYV1z4cKiDXrS83VgMKXtew7ount2ypEpSqfKzrBIpDPr+up9z+imB57V9RctGfUd/p7u2frWHy6TZLVw7oyKnaWq7aqUTWU6MJhsiVa1AACg+RFIIFT/+NBzWjh3us48efZIzUH/QKJoo1+oKJCo8vslPasv3b1TX7jwSBrTUNpT2vN1xa1bNFRjLUYiXVzEnRVUl5B7bfOu1yumHI2mqDs3lSnpeSqM65gVAQAAJgKBBELlW+nKf92qqGv01Yszd/Y7O+K6ZFmXbn30xZKvG0vtdSLta+eeN3T3lWfpnx97Qd979AVJmVONIFNirlKeX3KqdtAd/qC6BCsVbfBTnq2YclRLUXdQKlPEybTbjbnMigAAABOHQAJ1kfKsrrozs5GWpNu39NX1+9328xf1g1+8qBKxQZ4vXPA7uuauHSUfL7zDv+uVg7rqzl4lc+orrrpzmzScLjVUohQ9jJSjoALt9mhEN192uma0R+naBAAAJgyBBOrGGOmBp17V0dPjRZvheqgmiIi7RhHXUcx1R2ojckUco6tXLMib+3DVHduKWtq6xpGKx2XkCSPlqFSB9sK50wkgAADAhCKQQN0MpXytWd8rSTKmwq57nBjHaOn8mSVrNtK+1Rc3Zk4rzls4R2vW9wbOxUh6nlzHybvmGg0HKeGlHI2lQBsAAKCeCCRQVyN78NGMsg5J1DVqi7gjm/DuY6Zp3arF+uxwulKhlGf1+R9uV99vD5c9SckWeEuZoCkz0dvqirNPGlMb2UJhTN0GAAAIG4EEWpaRdN9fnq1ZU2NFm/CVS+dpwbHTdf6NDweeOEiZVrZOwalDVsTNzKm4+8qzdP6ND0uSEsPvc/ODu3Tp8uNC/VnGOnUbAAAgbMG7JKAF/O/fPUmzpsbU2RHXkvkzJUnbdu9X/0BCktR9zDTdcPESRd3gtKtYxNWV53QrHin+n8lQytfUmKtDSU+OU/z6vn2D4f0gAAAADYgTCbSEbH1CxDEaSnuSlf75sRf13f/6ja5esUD9A0nd/MCuvPqF7KlEqWHbad/q0uXHacn8mfrY936uVE6GU9w1OpT0NDXmaiiVn/qUDTIAAABaGYEEmpJrirs0/UnPCVo4d4Y+c8dWJdJ2ZJL253+4feQ52enWq9f36uBQWtfetUOpEpO7rzynW50dcS2cO13ucACSZRyjrlnt6ts3qLhrRtKastb/qk9rzvudMH5UAACAhkQggaZUGER4VvrGz56T60gRx1HJY4ZhrmN07V07StZHSNLhZFr9A4nKnZOMKfp+33jwOT2196A+ec7JWnZi5yh+QgAAgMZm7AR206mnZcuW2S1btoz79z3hc/eM+/dE7WIRR1FHOpQsP9siHjG6/qLMhO7+gURe0Xb26x9vf0nf+NlzJd/jXd2d+qePn1F0vfD9Sin1fcfSwWm033u0wnofAAAwvowxT1hrlwU9xokEJp2oa/SxnhP0nc3PV3xuIm21en1mQndu56QNW/dozfAJRSLtyTFSiQwpPbyrX1ue7887mch9fW7NRqHC512yrEu3b+mr+Lpyavneq+/slesYeb7V9RfV/r1q+X71RCADAED46NqEScf6Vv/02AtKl9r5FzAyevTX/SMdn/oHElqzvldDKV8HE2klPVsyiMh66NnXR35f+PqhlK/V63tHukmVe96tj75Y8XVB+gcS2rZ7v3a9clCr76zue3/2jm1KpH0dTnpKpH195o5tVX2vSj9DtWsOy4ate9SzdpMuv+Vx9azdpI1b94zb9wYAoJVxIoFJJ22lgYRX9fMHU56u/NdfKR5x5Fury95x3PDwueqdfcrskd/v2HtATsGk76jjqG/fYN7d8qDnFQp6XaHcE4HDqbS8gmyuUt87VVA/kvKsduw9oLNPPbrsmnL17RssGupXzZrDkhvIZNeQe8IEAABGj0ACqFK249P3Hn2h5HNirgks4D7xqA5J2XShbUqkCzbpvq+uWe0jX5d6XqHC1xUK2kgXSnqZ98hN/8mM8wtSWwDVNas9r9tVNWsO00QHMgAAtDICCSBESc9qaszJK+KeFo+MDKhbfWdvYHBwybKukY1tdvNfLoiYEnPlW5vfPUrFtQBBG+lCV57Trc27Xs+rY7j6ggWKOFI652URR1o4d3rVn4Wkyh2v6myiA5lyqNsAADQ7AgkgRFFHKphPN7Jxve3xF0dONQr968936yNnnKBDSU8HBpNlN//xiNE3Lz9dC+fOyNuABhU193TPLtpIF77XBxbN0YqbNuedWlx3z05d+8FF+tJdO+QaR571df1FS0a14V25dJ56umdPyKZ5ogOZUhqhAB0AgLEikABC5LqOrl6xQNfdvTNvkyhJN216tuTrUp7V+//vQ5oSiyiR9soWb39w6byiOoVStQCPrDk3byM9lPZkrVV7NJI5eVixQFt37y+q+Yg6jhbNnaH/+tx7QgkAcjtejbeJDGSCULcBAGgVBBJACNoiRr6MPv3eUzV/VruuWbFAibSvs7pnq/uYabrx/mfLDr+TMkP1stO4y/n3X/ZpzXmn5c2UCDrFyNYCFG6kpUztwPY9B3Td3TvlGqNDyfzi8+wpykQGAGFqpJ+Dug0AQKsgkABCMJS2ijlWf/Ojp/KuRxzp2pWLdPMDpU8jauUYo759g3l1DUmv+BQjtxYgaCP9+996VEMFeVhT4648v7j2AuFp5LoNAABqQSABhCRoSHbal67ZuF2u40gKb4r81JhblB7jGinmOoq4Rmnf6uoVC/IKuCsVYU+Nubr2woU657Sjx2Xa9WTVqHUbAADUikACqLO0L6XLFDzX6tLl87V51+tFdQ2eleT7SnpSzJGuu3unJKl/IKmbH9ilmHtk07rg2OlKFAyU8KzNCyKCAoYwi4Qnc0DSaHUbAACMhrE2vLukjWTZsmV2y5Yt4/59T/jcPeP+PYFaRF0jx0iyUsKzaotmBtxnuzyN1E/cs7OoA9Q7v7Ipr/NULOLo3k+dpe5jpo1cqyZAoGsRAADNwRjzhLV2WdBjnEgATa4t6hTVOpRTOLHa863+7pKlOjCYUs/aTXnF17ldhf74nScUta9Npn2df+PDuuHiJVq5dF5VAUJQ16LP3tmrBcdOzwtIAABAY3MmegEAxubMEzvH9PqUZ/XZO7bp8/+xXUMpv6iDkyS5jtE/PvRc4OuTntXq9b3a9cpBrb4zEyAcTKQ1lPJ11Z296h9I5D0/W5+R9x7DAcnGrXvG9LNUo38goW279xetCwAA1IZAAmhyj/z6Nbmm8vPKGSoxKC8rmfbLzraIOo6+8eCuohOLRNrXvzz+Yt61oK5F0pGApJ4b/A1b96hn7SZdfsvj6lm7aVwCFwAAWhWBBNDkIq6r3zk2OCXINaUjjMJi7XK8CjMwhtKe1v9qb+BjNz3wbF5w0NkR1yXLugKfm52nEKbsCcSuVw6OpFRlT0zqHbgAANDKqJEAmtzhpKftew8GPubIqjhRKSPtW0WcTFepSko9ZUrMVdqzZbtSxVx3ZNha/0BCO/a+oX/7RV/gc5Oer6kxV9t27w+lm1FuzUYi7ckJmOBdOAhuMneTAgCgFgQSQAtLVWjKNtqmbRFH+p+nz9MPf7VXRiqb9pQdtpbd1DsyRSlQWe857WituGlzxWLtajb6QUXdKjhZKRwERzcpAACqRyABTGIVMpZKMpJ++Ku9RR2ggly9YoEkjWzqS4k60v1PvaJE2uZ1i1pw7HQdSnrqmtWeN827cKNfzdC9uGtkjVHcLR4EFxR4rF7fq57u2ZxMAAAQgEACQM0y8UB1UchvB5KBm/pcEUf6s/ecqn986NdKpI8kY/m+9IEbH1ZbxFXS8+TbTJepwo1+UIDR0z27qKjbOEb3XHnWSGCSGyCUqs3ITcsqPAkhDWry4s8eAAgkANTZTQ88qw8smlO0qY+5Rn/+nlN0fOcUnXnybP14+8saSORXdCSHp2+nvHTge0cdRzv2Hgg8SXhkzblat2qxVhcEGEGzKvoHEtr928NFJyZDqUzNRlDKk5VIg5qkSIEDgAwCCQB1FXEdHUp6eZv6obQnz7e6+cFfK+1ZrVg8R3f3vlTze2eCE1N02pENMI7vnKq7S5xAZOXWbhSKu0Z7DwwWBSpX3blNGq71qFcaFHe8GxMpcABwBIEEgLo6lPC0fc8BXXbG8erpnq0dew/oT773C3k203FKkv69ROvYIDHXUcQ18nyrT767W3NntBWddgylPX3s+1sUjzhK+1brVi3Wkvkzi94rd1MYxDhGQYGKaxwVxh1BHaBGq9Qd70YMLhpxTfUUlKaX27Z4Mn0WAEAgAaDurr1rp5af+CZ1HzNNj/66v6qWs0EijuRbX8m0Udq3umnTs7r5wV26ZFmXbt/SN3LakS0CT3mZQKXUHeO+fYOB8zRiriPHOVIonk2xyvKsL9n81xV2gBqtUne8Dw6ldd09OxsqnWYypvgEDVRM+b627zmg3//Wo5PqswAABtIBqLuk5+t9f/eQ1v7oSX3roedG/T5pP/srEygkPKuhlK/bt/Tp7ivP0t/+z7fID+hp6xgTWEy9fc+BoroMSbLy9en3nqrr7t6p/++2J5T2fEVdo2nxiNqijq6/aIk+83unKuoaTYm5aos6eR2gqpUdlpc7FC97xzuX6xhde9eOhhqm1z+Q0Oo7J9+Av86OuNatWqy2qDPy9+HqFQt03T07J91nAQCcSAAYF76kb/xs9EFEOVHH0b3bX9ZNm56VF3DacTiZSa/KTW/qH0jount2Br5fLOLqhp8+rWROe1vPs7ps+Tx96txT9PX/fEa3PvaipMypxyXL5lW8+1yYAlTqbn7gHe+0L9cxef16w0ylGo3bHn+xaB7IRK9pvKxcOk893bNH/jzLpTs1y2cx2VLUAISDQAJA00t6vm5+4Nm8jX+ha+8+kl4lBee6Z6XSvhxjVNji9nv/9YKirjMSRGTdvmWPrnjXyZo1NRa4GSsMGq6+4Mgd7KCC3aDC9MKfLeUXTwEfr81g/0BCNz/wbNH1pBdOele9hPn5dHbE894jKN2pkT+LXJMxRQ1AOAgkADS99552tB569nUl0sFtYiUpmfZ1/o0P64aLl4zc+S+sfcjyfKtkibHf3374+cDr33hwl+7Z/nJggXRhzcO1d+1QLJKfvpR7Bzt7x3vH3gP6xK1biiaUxyOOLlnWNTIFPOn5es9pR+v+p15VzB37ZrDShrtv36Birlv0eV95TnfDdq2q52a5MPgrHHbYyOhCVYzTGaB6BBIAmt59T74iY4qLpgslPZu3SbrynG599b5nip43monf64c7Tx1pEds7kv5SlPbiOoEnDLl3sDs74prRHgvcsHu+r3/9+e684Xz3bn9ZkkbSjSptBkttlqrZcAelX8UjRpcuP67Cp1Ra7nrKTTAfzftJqvtmuTDdqVk2oJXSsibbpnrD1j1afWevXCfTGe76izidAcohkADQ9JKelQmYtO0YyS+4nLtJunT5cbrpgWeVSNcWObimcrCRSPu6ZfNz+vhZJ2koXTxo74srF+q6u3eWvYMdtGGXNNz1qvwCCnP0q9moV3t3uvAOfNLzdeU53SOP17r5zA1eyk0wr3YjWxgMffLd3eNSw1CY7tQMSnWh6prVPupTnGYNPvoHEvrsHdtGur5J0qdv36YFx04PHGQJgEACQIsI2lb7Voq6Jm9jkPR8HRhMadcrB7X3wJD+pOdE/b9HfqOYm9kQe75fsT2tlfS3/2ORvrhxpxIl0qMk6RsPPqc9vz2c9/0lyVqr8xbO0XkL55TdcHV2xHX1igX6/A+3l19QgNwTjuyGMOKYkROLwo36gmOna+vu/UXtcEttuLN34G95+Dndsvl5/eNDvy5qxVvN5jMoeClU7aa/fyChHXvf0Oo7e/OGBd70wLMqHPyR/XyCNr3NuhEejVJpWdLoTnGaud5ix94DRf9bTftWH7jxIX314qWh/hyT6e8YWhuBBICWdvHburT+l3vkOkap4UDhin/akjeELuJIV5zTrUuXH6dHdr2uz97Zq2SZaMK30kAiXTSULsjG3peLrkVdVzv2HtDZpx6tfYeSeuCpV7V0/szAu56L5s7QlKijwyWG5gWJR5yRzeBDz7w2srEu5/wbH1Z0eAp5rnJFwz/e/vJIJ67szI5bH80Uole7+SxX9J41lPZKbvqzcieUF/6sMdfVFWefpJsf3JW3wQ06mbFS026ERysoLWvb7v01n+I0f71F8P+gU164P0czB1tAIQIJAC3thM6pkqx8XyN3G9MFqRxpX7rpgV26dPlx6umera9dvER/efvWoruTudb9+GlZWUVdo7aImzcIr5LBlKdP3LpF7zjhTXp4V//I9Y+ceZy+9MG35D23a1Z7mS22FHUkmcwakp6nK885RR9YNEf3bn9ZV925Sa4p3lgXygZVSe9IEDE17sobngoetHnqH0jo2rt2VPxZK20+S6Vv5bLW6sfbXy45kK/ShPKU7+vS5cfp0uXHjWyW9x1K6vy/36xkzsnFVXduk4YDkVo2wrXcXa72ueN5xzroe5VLeSqlmja4Yfxc9fpsFs6droijwBPJsFLhmj/YAvIRSABoaWt/8rQ836pSTUHK83XLw8/pu//1G0UdZ/g1ZZ4//HjUlT5//mm6popNda5E2uYFEVLmbv7KxXMVjbgjm6Tc1BPHSIeT+bsc13V095Vn6VAyc9f+x9tf1gdufLjqoEZS0eZpaszVVe87VScdNU0L504PfE3fvsHhovHigX55P6eXaVNbSmFqTcLzZaxVIndmhuvqi3ftKFk3ETRsUJKmxFz5Nj8Yys7wuOqObUUF78aY4ba/R2Q3kNmfeTTF6bU+dzzvWJf6XqPpRFUp+Ajj56p3962vXbJUnw34uxFWO99WmDmC0WnVdDZjS7Q4bHbLli2zW7ZsGffv2/25e1S6ASWAVhRxpIjrlLwjXgvXkeIRd6RjTDblZGrM1aHhwXpfuntnYFeZ2x57QZ//j9rrKQpFXSOjzM/k+VZfuHCBFs2dUVRH0LN2U9HPfMmyLm3cNtzBKuUr7hoZx1RVK9G3b1CPP9evv/nRUxXXOC0e0T9/fLmWzJ+pXa8c1Hv/7qGi59z0B2/VmSd35v2jXWrduT97bhAWjzj6454T9N1HfqOoa5T0rK65cIEuW3584HvFIo7u/dRZ6j5m2sjPNDXmau+BIX3i1i15p0O5zy23vraoo0fWnDumu/qlakHC/l4bt+4pKsLPdvOq9L2q+RnG+h7Vfp9/efxF3fTAs4q5bqgBSz1/hlbdqLaCZk9nM8Y8Ya1dFvQYJxIhO2paTC8dTE70MgCMo7RfnC41Wp6fmcQtSX/xb1sVcYzikSObmY62iCQr2fyBedWmGpUScYzao66Snq9k2pfVkVSnz/9wu6bGHKV8jWyiOzviumRZ10hNhCStXHKsLlt+vC55W5cuveVxScqcLHh2pB1uqTSp7Ib7+p8+XdV6c4ffHUp6irsm7xQj7hrNf9OUoiDigadeLSooz2WtVTziKOZmhgGmPV/fHK4DSQzfJfr8D7dLVlo0b0bR3eXsvJIPv32+bn+iT1ImoIo6UmHsUjjbRKp8x3o0G5JSr6nm7nitnaiy9Ra3Pf6ibn7gWX3roed084O7QumcNV538zs74vrUe07JS4UL6/3rNXOk2TeqrazadLZmDQQJJEJmyvwDBaB1uUZynGytwpHN+Fj4NtPaNulldrCfvSOTw59Ju8hs8rP/IFWbalSKY6wuP+M4ffvh5wLXfWg4perzP9yuvt8e1qrTM92Zcm3c9pLuf/JVpTxfjpPfIzeR9vUvj7+oT73nlLzX5G6AhtJppapcfrbd7Lbd+zU15mb+f2/O9zOOGQk0+gcSwxvbXYo4pqigPFcs4uqbl79Nkg0cBph1zV079IOPLw+s70h6tmj6eanDqtzZJpJ0YDBVNCgxO8U8t3C+mvz6Ul2sskFdpVSksdRz/MODu5RI25EZKOU6Z1VrNHUbY1FLEFXLJjDsmSPUXTS2agLgZg4ECSRCdjhBYhMwGXlW8jyr31vQqes++BY9sut1ffr2rRVbydYiE0AU5PVLumvbXp3VPVvpCnUdWe897Sj951Ov5V2LuK6+vfn5qtb7jZ89p28//Jwc4xQ9NrJJD6jRuOmBZ3Xp8uPy0mYqtX4NEo8YvWlqTD1rN438wxvUdjZ7B3/1ndtGZoUkKrz34aSn3b89rEXzZgQOA8xKe1aX3vK4PvyO+frBL/rKdvmqJOo4uu3xF/UPw12lPN8fKeLP/mwrbtoc2JGq1B35cl2scoO6UnfHx1LPcXzn1KKNU2HnrKSXme9Ri0adID6aTWBYM0dKnbJRd9E4qgnYmzkQJJAIXWvWnACozr3//YrOXzRXC46dLtcxVW/uR2sw5euLd+1UxJGWn9CpR57rL/v8M06cpbUXLdE7v3J/3iC+w2Xu0gfJ7E1r2zzHXDdvc7Nj7wHVkhHWFs0ELlevWKDr7t6Z9w/v7Vv68orOs1OZ16zvDRw4OCXqaCjtFw0slKQv3b1T93zqrIrdpJKe1e1b+vQvH3uHLr3l8aIC3WolPV83bXpWyZxi8nhEuvmyt2rujHatuGlz2Y5UhXfkK3WxkjJB3QcWzdHxnVNLfm6FG5sFx04feZ6kkqcdX714SeCpSrZzVmHaUy13XxttgvhEbgKzAYxrik/ZSp3UNGv6TDOrFAA3ewE+gUTIprfHtH9oaKKXAWAC/cW//UqOMTImv46hntK+9PPflA8iJGnLC/u0Y+8b+sKFmcnarmN0KDG6dKha5XZwynRO2qqg+MVRcYgSc6Vv/eHbtHDujJL/8GY3ubldlkrNqAg43BnhDqc/5f7jfziZPvK6HFHHUTTi6oaLl+RtFLInJJJKbuizLXbPffPRund7/ryRmOtqRntMh5JeYE1HUEeqrGpmcxhjdP6ND+fV3yyZP7Ps67PPH0p7stYOn9gUn3Zcdec2pb38U5XsOvsHEkVpT7VuvBtpgvhEbQJLBYvl2jY3c/pMsysXAI93yl7YCCRC1hYpPuoHMLlk9laVW86GLeq6et+Co3TP9uIheFlpX/rY938hSbrq/W9WzDVa++OnNRhCx6lKvLSv8/9+sz77vlP1tfueCQwipEzhd7LgqCAeiWhGe2zkH+Cgf3i37zmg3//WoyMbpasvWFB0ZzzrD94xX3ds6Qusl/B8q65Z7Voyf2beP/77DiV1/o0P5508ZOsXgu7s//l7TtVtj7+omzY9I2szdRIjpyoXLNCieTM0Nebqgr9/uGgN2WLyH29/WQMFgV7MNfrm5adr4dwZgZvVamZzHJkdUryZD3p94fMlKe0H/wFm/y55ntXHzzpOH3/XSWXvvrqO0QNPvapzTjs6tDkcYb2ukonaBAZ9jlNjrq69cGHg59ho6TOT8WSkVADcqCl71SKQCJnXou10AdQu6qrq4uFyqj3XSPu+vvShRfrL3ztVm3e9ridffkP/9ou+oudl25v+zb1PVf3eYfCUCSb+5t6nFC9z06UwiJDyN2dB//AGpTtdd89OrVg8R+t/ubfo/U7onBr4/6+jrtH1F+XPncj9fdDJw4qbNudtALJ39vcdSuqmB3blBUy+b3Xvn71rpOXrtt37A2sx3nva0SM/Q9Hn6FvtP5wqudEo/HySnq/3nna0/vOpVxVzS8zqyLmLXs1sj0LxiBM4+PA7m5/Xx9910sjXQRvvQwlP12zcof+zYXsoczjCel0phZvgidgEBn2OnrUlg7FGSp/hZKRYo6Xs1YJAImTtkdKDlwBMLr4d+zY9KM2nFM+3emTX61q5dN7IRvXkozr0N/eWnsswmtWVWpNrpCmxSFVTvitN284VdY0++e5u7TuUHPmHNvsP7469B5QNtYI2Sue8+ZjAQCKZ9vMG/SXSvv7wjOP1qXNPKfuPeO4/+FNj7kj9QuFd3s27Xg8cehePuHmnIF2z2gNPTe578hW9/cQ3BaY1ebby3eTCNqwPPfu6JKsrzj5JH1g0Rytu2pyXp1V4Fz3o5wwqoM/8TEZfLTENPuoWt5PNfu65aXXZz6TUzzXaO+rVvK6Wu+OlNsHjvQmsNYCp5uSk1OcQ5ulBo52MNJJGStmrBYFEyIbCbNECoKlVmo5djVr+P4pnpc/csS3vH+XlJ3ZqaswZad9aTtTJBBaeHxxgZPPyL1nWpdsee3FkX+k60pdWLtJ5i+aMbDjW/7KvbADjmpL70iIpz+qmB57VV+97Jm/AnZW0Zn2vIk5xZyIps1E68+TOvHqFrK/e94y+/ZFl+vR7T9UNP31abRFXP/jFbp1+3KyqO+489MyrKtzmRx1HO/Ye0Jr1vYHF14Wbt86OuK48p1tfve+ZvOclPau1P3pKgyX+Tan2bnJhPcLND+7SpcuPq2oTmruxyX1+tkaiPRoZee2KJXN1YCiVmbGRw7O2KM0nu/F+4KlXdc3GHXmBVamfa7R31MOcy1FpE1zrJrCaDXq559QSwFQKPEp9DmGfHjTSyUgzaIYUMAKJkLXHOJEAMHFSntUtDz+nNR/4HUnS9j0HqgoiJMl1Hd195VnavOs1femuJ/OCmJgjfWnlQi2dP1MrbtqcFwREHKPzFs3J20xdcfbJevy53+r+p14N/F61Njgaad86MuAuM1OjqB1qQIHvisXHauPWPRrK6d6USPu64tYtIzd/svM3qr07umHrHn0moL1v5nTBBBYrxyJO4Ib90uXH6ev3P1P0XqWCCKm6PPxym7ZaNqH9A4miGpDs++e+9rLlx0tWuvauHYq4Rmk/02GrVF74Oacdrf+zIT/wKPVzjbYWodzrar07HuYmuJoNejXPqRTA5G5ES/2Zl+vSFfbpQbMXFo+nZkkBozI4ZIvmTZ/oJQCY5L798HPqH0iofyARmGNfytUrFmjHS2/ob3/0VNFJiHEcHT29TXsPZDZTubJtXXP1DyS0eVf+rIowucZR4PxPa3XzZW/VI2vOHbmj+olbt+QFEVlBJ8jZjWFW/0BC23bvV/9AIu/a6jt7A2dupD1fu397uGizFHON7v3UWYEbgR9vf7ns/I4pMUeXveM4xSNG0+IRtUXzA5KgNUrhbNo2bN2jnrWbdPktj2vFTZv1Qv+hkc3rkvkzizaUl51xvK65cKHSnlXUMbru7p3auHVP3nOy65UyJx1tUSfw58qVvaNezXOrfV02MMhV+OefK6xNcO7G/WAiraGUr9Xre4v+jhU+57N39mrXKwer/j65f3Y9azdp49Y9gX9upT6Hrbv31/T5VGO0f46TTTV/RxoFJxIhO+moaRO9BAAtrJqaidx/7AvvoLZHjKbGI3r9UCrvNVNjrubPatcnbn0icO5CIu3rE9//hWRUNHshaDPVt2+w7EC3IJEa5m541pe1xZFENOLo1TcSWjj3yD/GQT9PKdluSVLpO4J9+wblBkYxmZOW6+7ZOVL8nfvabN2KdOROcSrt6Zq7dpRd0+GkrwVzp+u/3veeorvJ5e5alktnqeZu52jy2bPBa2Yie/EpT9D3fWTNuSO1Lgvnlr4ZN9pahFKvqzUwCKuwupqTjaDnJNO+zr/xYd1w8ZKKd6Zr+bMr9TksnT+z6HpyOFA+MJgs2TWskmYuLB4vzZQCRiARsmR6fPqxA5icqklS8nUkL71wI+DLFAURkpT2rf7r1/1li6CzXXsiTqZLT8wtvZkq1YI05joyKu4AtOqtc3VX70uB3zcecWRMpgVpbo3EyweG9Dc/yq/DOJz0RzoAffLd3UX/GLdFHHnWliwG93xfP97xsubPmlI0bC27Eeua1V62/iXqOJo/q13f+sNlkmzRhiu7mZZKz5godN09O3XeojkjHaGk6jaLQZu2Sq/LBjkHBpM1b2bKbYAkBX7fqy9YoOvu2RkY1BTmiI+2IDXodZUCg6D89DA2wVNjrhIBA/tyA5hS//tJeraq9KJaNqKlPofuY6YV1cYk076u/NdfZd7PzRTZjybdplkLi8dLM6WAEUiELEbXJmDSqaWzUr25Rrr+oiV5RbJX3ZnpkOP5VqtOn6d/+fnuotetWDxH333k+aq+R3s0opsvO10z2qMlN1PFLUg9XXnOKYEdg+IRow++tUs/2vHKyF3srClRV9/8w7dpRntUU2PuSI7+5l2v62v/+YxijpT0M6lD2eLmbPHuTQ88KxWWQxvpi8PD+LKtUdOeP7KctC99/ofb1RbQzjS7EVsyf6auv2ixPnPHtsCAZCjt6RO3blHMdQM3xpWmTgcJmrVQ7WaxcNNWapZD375Bbd71ulYP/31Je35R0X2lzUy5DVCp73vtXTvypnrndr6qd454qcCg0knPaDfB2fc1w62Hs3NFCoPx7P9+Pntnr5Il/h6WW0PQn0PuQMhCpT6H3O5oH//+L/L+PqQ8q6vupONSPUxUW+HRIJAIGScSwORT7ZbQNdIfnnm8/vmxF0Zy4kfTIDYecRRxgydS/+EZx6une/bI1zb7f4db0R5V4h+iZce/ST/d8WpVqUhDaU8L504fuXu9bff+qrrKSJlN7Kffe6puuO8ZRV0zMoV34dzpgXf5PeuPfK+soM14UEpUzHV1xdkn6eYHdxVtCM9bOGf4rntKn7ztlzqYyP+5g+oncjfRuRus7z/6G93/5JF6EM+3SlkFTm6uZup0UGAaNGthNHct+wcSOjCYKmo5eyjh6fHn+nX9T5/OC44cU/n0KVelDVDRej2rqOvkBZC5na/GUuhbbcebwsCgXi1Kg/7eFs4VybVy6TwtOHZ64BDESnemc/8cpMzJl7FWK27aXDIgKxUgdXbENaM9pojjFgX62QC0ETe4za5ZUsAIJEL2pqmN+QcNtBJ3OE9/LM1Vx3MQW9aUWET/461d+tS5p4zkhM+d0ab3/9+Hqu5iFHONvv2RZZrRHtV3Nj+njdvy04G+9+gL+pefv6gbLl6inu7ZOTUCmQ3AzQ/uCnzfbbv3V5yGnGWH76ZWyrPP3chl7y5bP5PWFI8YpdJW11y4cOQ1hXf5I07+6UpW0GY8KNMo6fm6dPlxunT5cUX/GGc3Tf0DiYo/d7bt7dUrFoyk6GRfv3DuDD2yqz/v+YVryb2DXM3UadeV5AUEEwGzFmq5a5n755UOmF1x/U+fKhqg6Fvpqxcv1vw3Ta16M1NqAxS03mwtSa7M51Pc+aqWHPGxdLypV3560PsWzhUp1H3MtKIhiNXemc4NRKQjHc9GExR1zWqXZ4v/zmSnwKM+miEFjEAiZNPa+EiBehtrECGNfxAhHbmT2NkR19mnHj1y/UsfWlTUf78kc6Qg9cfbXw58StKz+swd2/Sdjy4r2rg4JUKoO57o05c+tGgk5WcwlZYxRhHHaLAgDac9Gql4xzh3I5f0PPlWeXe6swXQ2dz/zo540ZC5wpOIrFJD3ApdeU533iY2SO7mNndAWlY8YvTNy0/X7t8OFhVPZwuvK50wDKU9TY25Iyc3hXeKC7mOo6hrdLjEBjM3zanau5ZBd9kLRYyjVMBj09tjebUZ1Si1AQr6M54WjxRtlBfOnT7qHPGxnijUKz99tO87ljvTh5Ke4hFXSe/IidtogqLOjriuv2iJPp3T8rhwCjwmp6bZ9RpjzpP0dUmupFustV+Z4CUFmt4em+glAC1vIoIAKZNyEo1kcpprmcycdcmyrsB/dBfNnTGS/58raGjbNRdm+vJv272/KCUkV8qzemMwVXz325SaTuxo0dwZemTNuXmpSDv2HtAnbt2S1/mo0h1jqbiotpTCTU1hkBWksyN4iFuuiJOZzyBVTnHJ3aht33OgqPB34dwZuuKfngjcmFZzwuD5Vhf8/cN5NRPZzzmV9nTpLY/npa4MpXxF3eCuUFJwmlOlzVw1AY8vW/R3zjUq20lpNIJqH3L/3uXW94zmTvxYTxTqlZ8+lvcd7Z3pMIOiI0HgGwpqIoDJqSkCCWOMK+lmSb8nqU/SL4wxG6211TdIHycL505XxFHZnuAAirVHXQ0W5lVMgKiTSSlxrJQq2HP/5e+dqkuXH6dHf90/0rkk15Soo8Nlimhv39KnP3/PqYEdjjyb/83iEaMvDBcFu8Yo5fm65sKFmaFfJV5TaHp7LHDjsnnX60WTnv3h9yzcsJx96tG6/qLi1Ipyd4yr2bQWvqZWly4/Tjc98GzJ1q7Zj6baFJfsz71k/sy8Cd0jQVuJjemS+TPzPuOEl8lFz+1K5VvlTZdevb5Xj6w5d+Qu/zUrFxadSFlrR2oTspOk41F35MQkKM2pnKANZcTJnH7k1j9IyrvrbIz0yK7XQytyLnVakPt5ZI32TnwYm+d65aePd9572EFRJtA/KuRVopk1RSAh6R2Sdllrn5MkY8wPJH1QUsMFEp0dcX3tkqW66s5tRUf5QKvITg8eSqVVTfOZcvUIbRGjb33k7ZKs/vi7v6h54nElud18yln11nn603efrEPJTBrKips2K5Xzw8UjRpcuP06dHXGtWDJXP/9Nv2599MWRxy9Z1qWN2/aW/R61tl/MLQou3HTkvsYxmbanuSKORlKDCjcuK5fOU/dRHVr3k6cUcx35Ku4ak6vU5qeWotrsplXDm+xS3WqqlU21uGq4RWuhtqg76oLdwmCq0sY09/PJ/t0p9xe58O9B0IlUYWcsSXrgqVd1zcYdec+r9k57qb9jQa1h3Zx5Hmk/nELjrFpPC0ZzJz6szXO98tPHO++9WYp20ZyaJZCYJym3X2GfpOUTtJaKsv+jLXXXEqg315iKd6tL+Z05HXry5YGSj7dFHd195Vk6lPS0+7eHy/4d/+KFC3TSUVO1cO4Mrf9ln/7m3qeKnmNzcuH/7vczQbhrHHnW1++/fb5u39InI6vBwuOBHK4jWb+4ODXmSl+7ZKk+c8fWskPJ4hGjv77gd/L+ga20EfnSB9+ij5xxgrbu3q+l82eq+5hpOqt7dk67U1+e7+edTpa7K1quQLWaDf72PQf0pbt3jHx2uUXKQe9xxe+erFVv66p6cxH0HrUU1eZuWnPbuI5lU5P9/rdsfk7fePC5vMcyf//HVrCb+7NX+vuQ+/nkt72t/Pcg6HQp5Rd3qzrntKP1fzZsL3petXfay/15ZQUNEgxzENZ49cdn85yvGYp20ZyaJZAIShYt2hUYY66QdIUkHXfccfVeU1ml71rO05KuWfriXTsqnlZkU2QLnxZ1VPYusCPJcTKp0Cl7JM865kgyRh9661z9+y/3VJV+tXLJHP14+ytyZJXwpPf+ztFaMHe6vn5/cOeXMMQdKTGG1DBH0nX/Y5Gu/uH2qtpyOsP/rfZbRh3psjOO1z89+kJNd88vWDRHP9nxsgr3s1FH+vwFv6NFc2do16sD+uv/2B7YgaZaMVf6l48v1+9/67Hivzuu0enHzdTjz+8LfG08YvT3f3C6Lvj7h4s23tmhYLkTertmtZdM5WuLOrpwydyRf7yuOPtkTY1F/v/t3XmwVOWZx/Hvj3tZFFlcIiWgASJuMXpVQlzQMmLc4oAZ4+gsGR1jzcTKaIxlJVgxzmScmWi0HMuydGKUGTJRKTeUoJMRFRQ3EBRkUwRBww4uIEhA4Jk/ztvcvk33hXO93Rcuv09VV59+z/ae5/Tt+z7nvOccbnxy1rZ6lV6sV+6f/4+GHrZd3/VNW7Zw+Sn9+WrvHnTfqz7dOWf1dnf8ue2iBs4/tjdbI5o0Av9iUF8enrq42aOVO9MQObRXtya3bSyd5+X5q3MdFW3p0ddKXXJ2dt4vYkcX1TbXaG0N++/TmZ+ecyR9e+7NL34/m4512QPnvugFu6XyNEzzfg929gh6axxp39E+r3ZDv1rXH1RalxvPZtWlaOFRy1qSdBLwzxFxdvp8PUBE/LLSPIMGDYqpU6fWqIbNm7/i0yZHLSHrJ/rg5A+4a8K71Nd12O5OIZ3qxNNXn8qcZWuzu4mkPtLXnX04t4+f1+ROH+X6uZYe+Ss9Avjhuo3MXrqWJR9/xkfrN7Hq04089PoH1KdG2hVDBnDFqQO2TVv6z/OB197n5080bah3rBMdlPUFrhfU1YnhDb0Z88YSImBzZI3LiOAfvzmQ/bp24udPNm00F7qHVHpYU9ZIPpFFH2b1Lr3neZ3gPy5uYFhDn23b+PzcFTww+X06dBAbN8e2e7R3rheStsVr9tI1vLrgQ0a+vBBJ2X23yTLWemXJ2VVnHLate8vY6Uua9iWmcvedzvXilRFDAbbt93IPqwIYO33Jdg+66tgh62fdoYOy/bxlK+cc3Yun3lreJFmo75AdgR/W0Iex05dsO7q/eeuWJnUvfCc/Wr+J25+dt113mrHTlzT93p11ON8YsH/ZBlRhPRHZ3YKKnzxcrl91Yb+05GK9HV00my27/B1/Sufd2XvMf1G1Wo+Vj3Xhu1zNh5q1tG4tmSbPdC1Vi5j578Js9yFpWkQMKjtuN0kk6oF5wFBgCfA68FcRMbvSPLtSItGcwo9puTuFFD8JtfgHt9yPfGucws37w17aaAPKdlsoLLdcd4YP123k1QWrWb1uE0MOPYBDe3Vrsn2Fiwz36lhf8T71s5euYe2Gz+m+V6eKt4ssrUNzXSvyTlvcKP54/SZemr+KRas/46HXP6iYLORpEPfu0WXb+gsxLk0Is+3vuMPGc6X9WG6aPN+H5vaxWVtzozU/x8zMCnb7RAJA0nnAHWS3fx0ZEf/W3PS7SyJRrCUNt/b6I1+8fcBuua3tfR+ZmZlZ+9cuEom8dsdEwszMzMxsV9JcItGhXKGZmZmZmVlznEiYmZmZmVluTiTMzMzMzCw3JxJmZmZmZpabEwkzMzMzM8vNiYSZmZmZmeXmRMLMzMzMzHJzImFmZmZmZrk5kTAzMzMzs9ycSJiZmZmZWW5OJMzMzMzMLDcnEmZmZmZmlpsTCTMzMzMzy82JhJmZmZmZ5eZEwszMzMzMcnMiYWZmZmZmuTmRMDMzMzOz3JxImJmZmZlZbk4kzMzMzMwsNycSZmZmZmaWmxMJMzMzMzPLzYmEmZmZmZnl5kTCzMzMzMxycyJhZmZmZma5OZEwMzMzM7PcnEiYmZmZmVluTiTMzMzMzCw3RURb16EqJK0C3m/DKhwArG7D9e9pHO/acaxry/GuHce6thzv2nGsa6u9xfvLEfGlciPabSLR1iRNjYhBbV2PPYXjXTuOdW053rXjWNeW4107jnVt7UnxdtcmMzMzMzPLzYmEmZmZmZnl5kSieu5t6wrsYRzv2nGsa8vxrh3HurYc79pxrGtrj4m3r5EwMzMzM7PcfEbCzMzMzMxycyJRBZLOkfSOpPmSRrR1fXZHkkZKWilpVlHZfpLGS3o3ve9bNO76FO93JJ1dVH6CpJlp3J2SVOtt2dVJOljSBElzJc2W9KNU7nhXgaQukqZImpHi/YtU7nhXiaQ6SW9KGpc+O9ZVImlRitN0SVNTmeNdBZJ6SnpU0tvp9/skx7o6JB2evtOF11pJ1zjeQET41YovoA5YAAwAOgEzgKPaul672ws4DTgemFVU9itgRBoeAdySho9Kce4M9E/xr0vjpgAnAQL+Fzi3rbdtV3sBBwHHp+FuwLwUU8e7OvEWsE8a7ghMBk50vKsa82uBB4Fx6bNjXb1YLwIOKClzvKsT61HAFWm4E9DTsa5J3OuA5cCXHe/wGYkqGAzMj4j3ImITMBoY3sZ12u1ExIvARyXFw8l+OEnvFxSVj46IjRGxEJgPDJZ0ENA9Il6N7K/3t0XzWBIRyyLijTT8KTAX6IPjXRWRWZc+dkyvwPGuCkl9gW8D9xUVO9a15Xi3MkndyQ643Q8QEZsi4hMc61oYCiyIiPdxvJ1IVEEf4I9FnxenMvviekXEMsgav8CBqbxSzPuk4dJyq0BSP+A4sqPkjneVpK4204GVwPiIcLyr5w7gJ8DWojLHunoCeEbSNEl/n8oc79Y3AFgF/FfqtnefpK441rVwCfBQGt7j4+1EovWV6+vmW2NVV6WYe1/kIGkf4DHgmohY29ykZcoc7xwiYktENAB9yY5SHd3M5I53C0k6H1gZEdN2dpYyZY51PqdExPHAucAPJZ3WzLSOd8vVk3X/vScijgPWk3WtqcSxbgWSOgHDgEd2NGmZsnYZbycSrW8xcHDR577A0jaqS3uzIp0WJL2vTOWVYr44DZeWWwlJHcmSiAci4vFU7HhXWeqKMBE4B8e7Gk4BhklaRNbN9AxJv8OxrpqIWJreVwJjyLr7Ot6tbzGwOJ3NBHiULLFwrKvrXOCNiFiRPu/x8XYi0fpeBwZK6p8y10uAsW1cp/ZiLHBpGr4UeLKo/BJJnSX1BwYCU9Jpxk8lnZjuivC3RfNYkmJzPzA3Im4vGuV4V4GkL0nqmYb3As4E3sbxbnURcX1E9I2IfmS/xc9HxN/gWFeFpK6SuhWGgbOAWTjerS4ilgN/lHR4KhoKzMGxrra/pLFbEzjevmtTNV7AeWR3vlkA/Kyt67M7vsj+UJcBn5Nl8N8H9geeA95N7/sVTf+zFO93KLoDAjCI7B/ZAuAu0kMY/WoS6yFkp1bfAqan13mOd9XifQzwZor3LODGVO54Vzfup9N41ybHujoxHkB2p5oZwOzC/z/Hu2rxbgCmpt+SJ4B9Heuqxntv4EOgR1HZHh9vP9nazMzMzMxyc9cmMzMzMzPLzYmEmZmZmZnl5kTCzMzMzMxycyJhZmZmZma5OZEwMzMzM7PcnEiYmeUgaV1b12FXImmRpJmSpkuaWlS+n6Txkt5N7/sWjbte0nxJ70g6O+f6rpZ0r6SxkurLjD9I0rg0fHphuNokXSDpqJzzDJPU3NOIS6ffkuI8XdLYovLRkgbmWbeZWWtwImFm1g5IqqvBOrZruCffjIiGiBhUVDYCeC4iBpLdX31EWsZRZA+H+yrZE73vzlP3iLgTuBKoAzqWmeRa4Dc7u7xWdAGQK5GIiLERcXOOWTakODdExLCi8nuAn+RZt5lZa3AiYWbWAulo90RJj0p6W9IDygyW9HiaZrikDZI6Seoi6b1U3iDpNUlvSRpTOFqflneLpCmS5kk6NZXXSbpV0utpnn8oqsMESQ8CM9OThZ+SNEPSLEkXl6n3REl3SHolTTM4lXeVNDKt401Jw1P5ZZIekfR74JkcIRoOjErDo8ga2oXy0RGxMSIWAvOBQh3Wpe2fJunZFMuJkt6TNCxN0wW4k+xBfhvKrPdC4A9ltntw2uY30/vhqbyfpEmS3kivk1N5B0l3S5otaZykpyV9N427WdKctC9uS/MMA25NZwu+kl5/SNsySdIRZep0maS70vBFaX/MkPRijjgDTALObCbRMzOrCv/omJm13HFkR9aXAi8DpwCvpXKAU8meYPp1st/byan8t8BVEfGCpH8B/gm4Jo2rj4jBks5L5WeSPdl9TUR8XVJn4GVJhUb9YODoiFgo6UJgaUR8G0BSjwr17hoRJ0s6DRgJHE32FNbnI+JyST2BKZKeTdOfBBwTER+VWVYAz0gK4NcRcW8q7xURywAiYpmkA1N5nxSjgsWpDKArMDEifippDPCvwLfIjvSPAsYCDwDdgSsl3RARywsLktQf+DgiNpap59vAaRGxWdKZwL+TJR0rgW9FxJ9S96CHyJ48++dAP+BrwIHAXGCkpP2A7wBHRERI6hkRn6SuRuMi4tFUl+eAH0TEu5K+AdwNnFGmXgU3AmdHxJIU/3K6KOs+thm4OSKeAIiIrZLmA8cC05pZh5lZq3IiYWbWclMiYjGApOlAv4h4SVn//yPJGvm3A6eRdcWZlBr3PSPihbSMUcAjRct8PL1PI2vIApwFHFM4Ig70AAYCm1IdFqbymcBtkm4ha9ROqlDvhwAi4kVJ3VPD9SxgmKTr0jRdgEPS8PgKSQTAKRGxNCUK4yW9HRHNHVFXmbJI75toPJswE9gYEZ9LmkmKRURc2MyyDwJWVRjXAxiVkoWgsVtUR+AuSQ3AFuCwVD4EeCQitgLLJU1I5WuBPwH3SXoK2O4aDEn7ACcDj0jbNrdzM/WGLBH9b0kP0/gdKHVIivUA4HlJMyNiQRq3EuiNEwkzqyF3bTIza7niI99baDw4Mwk4F/gceJasUToE2JkuK4VlFi9PZGcwCv3j+0dE4YzE+sKMETEPOIGsEf5LSTdWWEeU+SzgwqJ1HBIRc0vXsd2CIpam95XAGFI3JWCFpIMguwCarKEL2RmIg4sW0ZfsjA7A5xFRqNvWQixSY35nDnxtIEuAyrkJmBARRwN/VjTdj4EVZEfzBwGdUnm5hIeI2Ey2jY+RddfarhsV2f/WT4pi2RARRzZX8Yj4AXADWWymS9q/zDSFWL8HTKTxzBdpe8p19TIzqxonEmZmre9Fsq5Kr0bEKmB/4AhgdkSsAT4uXP8AfA94oexSGv0fWVeejgCSDpPUtXQiSb2BzyLid8BtwPEVlndxmn4IWZepNWkdVykdQpd0XIV5i9fXVVK3wjDZWY1ZafRY4NI0fCnwZFH5JZI6p65IA4EpO1rXTppH41mcUj2AJWn4spLyZSlZ+R7ZmSOAl4AL07USvYDTYdvZhh4R8TTZPm5I038KdAOIiLXAQkkXpXkk6djmKi7pKxExOSJuBFbTNNlC0r6pWxuSDiDrRjenaJLDgNnNrcPMrLW5a5OZWeubDPSi8QzEW8DKoqPtlwL/KWlv4D3g73awvPvIGshvpIb+KhovXi72NbILfreSnQ25ssLyPpb0Ctm1BpenspuAO4C30joWAefvoF69gDEp96gHHoyIwhH6m4GHJX0f+AC4CCAiZqfuO3PI+vr/MCK27GA9OyUi1ktaIOnQiJhfMvpXZF2brgWeLyq/G3gsNfon0Hj25TFgKFliNI9sn64hSxaeVHbRt8jOaACMBn4j6Wrgu8BfA/dIuoGs+9RoYEYz1b81dbsS2V2uSqc9Evh12rcdyK6RmAOQEp0NhWtSzMxqRY3/18zMrL2TNBG4LiKm7mja3ZGk7wAnRMQNrbCsfSJiXepmNIXsepDlO5qv1iT9GFgbEfe3dV3MbM/iMxJmZtZuRMSYctcXtNC4dCF6J+CmXTGJSD4B/qetK2Fmex6fkTAzMzMzs9x8sbWZmZmZmeXmRMLMzMzMzHJzImFmZmZmZrk5kTAzMzMzs9ycSJiZmZmZWW5OJMzMzMzMLLf/B62wgcYzRCB1AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 936x936 with 1 Axes>"
      ]
     },
     "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": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Inwoners per 500m² (inclusief lege (<5 inwoners) vierkanten)', ylabel='Afstand tot stemlokaal (meter)'>"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 936x936 with 1 Axes>"
      ]
     },
     "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": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "FIGSIZE = (13, 13)\n",
    "def plot_bargraph_with_groupings(df, groupby, colourby, title, xlabel, ylabel):\n",
    "    \"\"\"\n",
    "    Plots a dataframe showing the frequency of datapoints grouped by one column and coloured by another.\n",
    "    df : dataframe\n",
    "    groupby: the column to groupby\n",
    "    colourby: the column to color by\n",
    "    title: the graph title\n",
    "    xlabel: the x label,\n",
    "    ylabel: the y label\n",
    "    \"\"\"\n",
    "\n",
    "    import matplotlib.patches as mpatches\n",
    "\n",
    "    # Makes a mapping from the unique colourby column items to a random color.\n",
    "\n",
    "\n",
    "    # Find when the indicies of the soon to be bar graphs colors.\n",
    "    \n",
    "\n",
    "    # Makes the bargraph.\n",
    "    ax = df[groupby].value_counts().plot(kind='bar',\n",
    "                                         figsize=FIGSIZE,\n",
    "                                         title=title)\n",
    "    # Makes a legend using the ind_col_map\n",
    "    \n",
    "\n",
    "    # display the graph.\n",
    "    \n",
    "    ax.set_xlabel(xlabel)\n",
    "    ax.set_ylabel(ylabel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 936x936 with 1 Axes>"
      ]
     },
     "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": 42,
   "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": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 936x936 with 1 Axes>"
      ]
     },
     "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": 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)\n"
   ]
  },
  {
   "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"
   ]
  }
 ],
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