From 09a61964d673f567f51dc79c6e9c7e714f6b5aec Mon Sep 17 00:00:00 2001 From: Sicco van Sas Date: Fri, 6 May 2022 13:06:48 +0200 Subject: [PATCH 1/2] Update README --- README.md | 17 +++++++++++------ requirements.txt | 1 + 2 files changed, 12 insertions(+), 6 deletions(-) create mode 100644 requirements.txt diff --git a/README.md b/README.md index cc93b06..2d1b50a 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,13 @@ -# stembureau-meting +# Stembureau meting +Dit project heeft als doel de stemlokalen van de gemeenteraadsverkiezingen van 2022 te analyseren. Het wordt uitgevoerd door Open State Foundation in opdracht van het ministerie van Binnenlandse Zaken en Koninkrijksrelaties. -Dit project heeft als doel visualisaties te maken over de gemeenteraadsverkiezingen van 2022 met open data. Dit project was gedaan door de open state foundation in opdracht van het ministerie van binnenlandse zaken. +# Vereisten +De analyse wordt uitgevoerd via Python code in een Jupyter Notebook. De meeste informatie kun je direct bekijken op https://github.com/openstate/stembureau-meting/blob/main/jupyter/stembureau_data.ipynb. - -# Requirements - -[Anaconda](https://www.anaconda.com/) +Als je de code zelf wilt uitvoeren of aanpassen, installeer dan [Jupyter Notebook](https://docs.jupyter.org/en/latest/install/notebook-classic.html): +- Of door [Anaconda te installeren](https://www.anaconda.com/products/distribution) (dit is een grote installatie waarmee je ook Python installeert) +- Of als je al Python hebt op bv. een systeem dat Linux draait: + - `pip3 install --upgrade pip` + - `pip3 install jupyter` + - `pip3 install -r requirements.txt` + - `python3 -m notebook` hiermee start je de Notebook diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..28a31bb --- /dev/null +++ b/requirements.txt @@ -0,0 +1 @@ +geopandas==0.9.0 From 7ebb2d4f935ab35b19d1a2d27fddcf9405d4c96d Mon Sep 17 00:00:00 2001 From: Sicco van Sas Date: Fri, 6 May 2022 14:51:01 +0200 Subject: [PATCH 2/2] Some small mostly textual changes --- jupyter/stembureau_data.ipynb | 316 +++++++++++++++++++--------------- 1 file changed, 175 insertions(+), 141 deletions(-) diff --git a/jupyter/stembureau_data.ipynb b/jupyter/stembureau_data.ipynb index 8ed91ee..9320d86 100644 --- a/jupyter/stembureau_data.ipynb +++ b/jupyter/stembureau_data.ipynb @@ -4,17 +4,15 @@ "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", + "# Datasets gemeenteraadsverkiezingen 2022\n", + "Deze notebook heeft als doel de stemlokalen van de gemeenteraadsverkiezingen van 2022 te analyseren. 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 van de overheid als van 'Waar is mijn stemlokaal' (voor geografische data van de stemlokalen). Deze bronnen zijn voor de verkiezingen van 2022 gebruikt:\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 uitslagen per gemeente EML](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", + "- ['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 vab Open State Foundation en de Volkskrant (OSF/VK)](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", @@ -23,21 +21,23 @@ " - [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", "- [CBS schatting van kiesgerechtigden per gemeente](https://www.cbs.nl/nl-nl/maatwerk/2020/52/schatting-van-het-aantal-kiesgerechtigden-in-nederland)\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." + "# Data inladen en eerste analyse\n", + "## OSF/VK GeoJSON dataset: verkiezingsuitslagen per stembureau inclusief coördinaten\n", + "Als eerste importeren we de data voor de analyse, daarna kunnen we kijken hoe goed de data is, hoe we het aan kunnen vullen, en wat er mee te doen. We kijken eerst naar het GeoJSON bestand van Open State Foundation en de Volkskrant (OSF/VK). Daarin zijn de coördinaten van alle locaties van bijna alle stembureaus toegevoegd aan de lijst met stembureaus uit de officiële uitslagen zoals gepubliceerd door de Kiesraad. We kunnen een GeoJSON bestand direct inladen met geopandas." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "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", + "/home/sicco/.local/lib/python3.6/site-packages/fiona/collection.py:208: FeatureWarning: Empty field name at index 928\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", + "/home/sicco/.local/lib/python3.6/site-packages/geopandas/geodataframe.py:577: UserWarning: Empty field name at index 928\n", " for feature in features_lst:\n" ] } @@ -54,29 +54,30 @@ "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. " + "## CBS dataset: gemeentegrenzen en informatie\n", + "We importeren nu de gemeente shapefile kaart van het CBS, om de overlay van onze stemlokalen eroverheen te leggen." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", "text/plain": [ - "
" + "" ] }, "metadata": { @@ -87,12 +88,21 @@ ], "source": [ "nl_map = gpd.read_file(r'../data/shape/Netherlands_shapefile/gemeente_2021_v1.shp')\n", - "nl_map.to_crs(epsg=4326).plot()\n" + "plot = nl_map.to_crs(epsg=4326).plot()\n", + "plot.set_title('Plot van de gemeenten uit de CBS Wijk- en buurtkaart 2021')\n", + "plot\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "De CBS Wijk- en buurtkaart 2021 bevat ook naast de gemeentegrenzen ook informatie (bv. aantal inwoners) over de gemeenten. We printen dat hier uit om daar een beeld van te krijgen." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -159,26 +169,33 @@ "print(nl_map)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Hieronder plotten we de gegevens van stembureaus op de kaart van het CBS:" + ] + }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0.5,1,'Stembureaus op de gemeentekaart van het CBS')" ] }, - "execution_count": 5, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", "text/plain": [ - "
" + "" ] }, "metadata": { @@ -192,7 +209,8 @@ "\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)" + "df_geojson.plot(ax=ax)\n", + "ax.set_title('Stembureaus op de gemeentekaart van het CBS')" ] }, { @@ -997,16 +1015,16 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_27244/291552514.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", + "/home/sicco/.local/lib/python3.6/site-packages/ipykernel_launcher.py:5: 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" + " \"\"\"\n" ] }, { @@ -1081,8 +1099,10 @@ } ], "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", + "# De waarschuwing over de projectie die niet klopt kan genegeerd worden, we zoeken naar data die x = 0 is,\n", + "# de projectie gaat geen effect hebben op die data in Nederland.\n", + "\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", @@ -1093,7 +1113,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -1139,83 +1159,57 @@ "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", + " Geldige volmachtbewijzen ... Partij voor Logisch Beleid (PvLB) \\\n", + "0 90 ... NaN \n", + "1 44 ... NaN \n", + "2 54 ... NaN \n", + "3 166 ... NaN \n", + "4 51 ... NaN \n", + "... ... ... ... \n", + "12591 32 ... NaN \n", + "12592 40 ... NaN \n", + "12593 113 ... NaN \n", + "12594 19 ... NaN \n", + "12595 29 ... NaN \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", + " Socialisten 010 Jong Rotterdam VOOR Den Bosch Joep Gersjes \\\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 0.0 \n", + "12592 NaN NaN 2.0 \n", + "12593 NaN NaN 5.0 \n", + "12594 NaN NaN 1.0 \n", + "12595 NaN NaN 0.0 \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", + " Zorg Voor Gorkum één-Ermelo gmcode election \\\n", + "0 NaN NaN GM1680 GR2022_AaenHunze \n", + "1 NaN NaN GM1680 GR2022_AaenHunze \n", + "2 NaN NaN GM1680 GR2022_AaenHunze \n", + "3 NaN NaN GM1680 GR2022_AaenHunze \n", + "4 NaN NaN GM1680 GR2022_AaenHunze \n", + "... ... ... ... ... \n", + "12591 NaN NaN GM0796 GR2022_sHertogenbosch \n", + "12592 NaN NaN GM0796 GR2022_sHertogenbosch \n", + "12593 NaN NaN GM0796 GR2022_sHertogenbosch \n", + "12594 NaN NaN GM0796 GR2022_sHertogenbosch \n", + "12595 NaN NaN GM0796 GR2022_sHertogenbosch \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", + " electionName geometry \n", + "0 Gemeenteraad Aa en Hunze 2022 POINT (6.75899 53.00524) \n", + "1 Gemeenteraad Aa en Hunze 2022 POINT (6.75990 52.99975) \n", + "2 Gemeenteraad Aa en Hunze 2022 POINT (6.76600 53.00494) \n", + "3 Gemeenteraad Aa en Hunze 2022 POINT (6.64736 52.98281) \n", + "4 Gemeenteraad Aa en Hunze 2022 POINT (6.60459 52.95269) \n", + "... ... ... \n", + "12591 Gemeenteraad 's-Hertogenbosch 2022 POINT (5.43290 51.72810) \n", + "12592 Gemeenteraad 's-Hertogenbosch 2022 POINT (5.43290 51.72810) \n", + "12593 Gemeenteraad 's-Hertogenbosch 2022 POINT (5.45919 51.70595) \n", + "12594 Gemeenteraad 's-Hertogenbosch 2022 POINT (5.45919 51.70595) \n", + "12595 Gemeenteraad 's-Hertogenbosch 2022 POINT (5.45919 51.70595) \n", "\n", "[12532 rows x 973 columns]\n" ] @@ -1233,15 +1227,23 @@ "metadata": {}, "outputs": [], "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", + "# Let's also check if none fell through the cracks, it might be some mobile polls did actually have a location\n", + "# 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": "markdown", + "metadata": {}, + "source": [ + "## 'Waar is mijn stemlokaal' dataset (wims)" + ] + }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -1666,7 +1668,7 @@ "[9275 rows x 39 columns]" ] }, - "execution_count": 10, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" } @@ -1678,7 +1680,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -2103,22 +2105,24 @@ "[9275 rows x 40 columns]" ] }, - "execution_count": 11, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "\n", + "# Convert the wims data to a geopandas dataframe\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", + " df_wims,\n", + " geometry=gpd.points_from_xy(df_wims.Longitude, df_wims.Latitude)\n", + ").set_crs(epsg=4326, inplace=True)\n", "\n", "gdf_wims" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -2543,37 +2547,59 @@ "[8089 rows x 40 columns]" ] }, - "execution_count": 12, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "gdf_wims_dedupe = gdf_wims.drop_duplicates(subset =\"geometry\", keep = False)\n", - "df_geojson_dedupe = df_geojson_clean.drop_duplicates(subset =\"geometry\", keep = False)\n", + "# We only want to analyse stemlokalen so deduplicate the stembureaus based on their location's coordinates\n", + "gdf_wims_dedupe = gdf_wims.drop_duplicates(subset=\"geometry\", keep=False)\n", + "df_geojson_dedupe = df_geojson_clean.drop_duplicates(subset=\"geometry\", keep=False)\n", "gdf_wims_dedupe" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Voor dit onderzoek zijn we enkel geïnteresseerd in de locaties van stembureaus, oftewel de stemlokalen. Hierboven hebben we de stembureaus uit de wims dataset gededupliceerd op basis van de coördinaten van hun locatie.\n", + "\n", + "Het aantal stembureaus: 9275\n", + "\n", + "Het aantal stemlokalen: 8089\n", + "\n", + "Er zijn dus 1186 stembureaus gevestigd op een locatie van minimaal één ander stembureau." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plots van alle stemlokalen op de kaart\n", + "### Stemlokalen uit de wims dataset" + ] + }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", "text/plain": [ - "
" + "" ] }, "metadata": { @@ -2588,6 +2614,13 @@ "gdf_wims_dedupe.plot(ax=ax)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Stemlokalen uit de OSF/VK GeoJSON dataset" + ] + }, { "cell_type": "code", "execution_count": 14, @@ -2626,7 +2659,7 @@ "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." + "Nu we een kaart van nederland met de stemlokalen erop hebben, kunnen we als eerste voorbeeld gaan kijken hoe dit zich verhoudt met de bevolkingsdichtheid. De kaart is opgehaald van het CBS, eerst gaan we kijken hoe de kaart er op zichzelf met dezelfde projectie uitziet." ] }, { @@ -2666,34 +2699,35 @@ "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." + "Het verwerken van de 100m bij 100m vierkanten kaart duurde 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 (wat lang duurt), 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": 16, + "execution_count": 49, "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", - "7444 253385.654588\n", - "9711 263408.187856\n", - "4392 266925.200994\n", - "9297 271954.076837\n", - "0 NaN\n", - "Name: distance, Length: 11670, dtype: float64\n" + "12595 0.000000\n", + "7470 0.000000\n", + "1263 0.000000\n", + "7578 0.000000\n", + "7580 0.000000\n", + " ... \n", + "2235 499.159730\n", + "6809 499.369706\n", + "4749 499.451620\n", + "7965 499.453972\n", + "0 NaN\n", + "Name: distance, Length: 2357, dtype: float64\n" ] } ], "source": [ + "# Use Rijksdriehoekscoördinaten (EPSG:28992) as this uses meters as unit so we can calculate the distance in meters\n", "df_shifted = df_geojson_clean.to_crs('EPSG:28992')\n", "\n", "df_shifted['geometry (shifted)'] = df_shifted['geometry'].shift(periods=1)\n", @@ -2708,7 +2742,7 @@ "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." + "Los van bovenstaande resultaten blijkt het dat de 100m kaart niet dezelfde inwonersgegevens heeft als de 500m kaart. Deze hebben we echter nodig voor de analyse, dus we gaan verder met de 500 bij 500 meter kaart. Laten we nu een projectie proberen te maken met de bevolkingsdichtheid erop om het te vergelijken met de stemlokalen en hun posities en clustering." ] }, { @@ -5617,7 +5651,7 @@ "hash": "3d1ccb9efb47efc90847d5703ae4e5663eea6663e461c6dfd943b50a653adc65" }, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -5631,7 +5665,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.11" + "version": "3.6.9" } }, "nbformat": 4,