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Created March 4, 2021 03:30
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### La carte des populations françaises\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import geopandas as gpd\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib as mpl\n",
"mpl.rcParams['figure.dpi'] = 150"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"FICHIER_1 = \"./data/data-chap6.csv\" # donnees population, \n",
"FICHIER_2 = \"./data/communes-20190101.json\" # donnees geographiques"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"execution": {
"iopub.execute_input": "2021-01-29T18:05:06.110390Z",
"iopub.status.busy": "2021-01-29T18:05:06.109828Z",
"iopub.status.idle": "2021-01-29T18:05:48.232156Z",
"shell.execute_reply": "2021-01-29T18:05:48.230875Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/bussonniermatthias/miniconda3/envs/pyshs/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3145: DtypeWarning: Columns (1,3,15) have mixed types.Specify dtype option on import or set low_memory=False.\n",
" has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n"
]
}
],
"source": [
"tableau = pd.read_csv(FICHIER_1)\n",
"carte = gpd.read_file(FICHIER_2)\n",
"tableau[\"CODGEO\"] = tableau[\"CODGEO\"].apply(str)\n",
"d_sup = tableau.set_index(\"CODGEO\")[[\"P15_POP\",\"prop_f\"]]\n",
"carte = carte.join(d_sup,on=\"insee\")\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"def isint(value):\n",
" try:\n",
" int(value)\n",
" return True\n",
" except Exception:\n",
" return False"
]
},
{
"cell_type": "code",
"execution_count": 12,
"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>insee</th>\n",
" <th>nom</th>\n",
" <th>wikipedia</th>\n",
" <th>surf_ha</th>\n",
" <th>geometry</th>\n",
" <th>P15_POP</th>\n",
" <th>prop_f</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>64026</td>\n",
" <td>Anhaux</td>\n",
" <td>fr:Anhaux</td>\n",
" <td>1235</td>\n",
" <td>POLYGON ((-1.33245 43.12096, -1.33054 43.12566...</td>\n",
" <td>400.0</td>\n",
" <td>49.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>64274</td>\n",
" <td>Irouléguy</td>\n",
" <td>fr:Irouléguy</td>\n",
" <td>943</td>\n",
" <td>POLYGON ((-1.30020 43.20058, -1.29818 43.20077...</td>\n",
" <td>371.0</td>\n",
" <td>49.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>64066</td>\n",
" <td>Ascarat</td>\n",
" <td>fr:Ascarat</td>\n",
" <td>588</td>\n",
" <td>POLYGON ((-1.27637 43.20042, -1.27493 43.20230...</td>\n",
" <td>317.0</td>\n",
" <td>52.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>64275</td>\n",
" <td>Ispoure</td>\n",
" <td>fr:Ispoure</td>\n",
" <td>785</td>\n",
" <td>POLYGON ((-1.25629 43.19789, -1.25444 43.19776...</td>\n",
" <td>673.0</td>\n",
" <td>50.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>64166</td>\n",
" <td>Çaro</td>\n",
" <td>fr:Çaro</td>\n",
" <td>402</td>\n",
" <td>POLYGON ((-1.22116 43.16123, -1.21936 43.16190...</td>\n",
" <td>193.0</td>\n",
" <td>47.2</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" insee nom wikipedia surf_ha \\\n",
"7 64026 Anhaux fr:Anhaux 1235 \n",
"8 64274 Irouléguy fr:Irouléguy 943 \n",
"9 64066 Ascarat fr:Ascarat 588 \n",
"10 64275 Ispoure fr:Ispoure 785 \n",
"11 64166 Çaro fr:Çaro 402 \n",
"\n",
" geometry P15_POP prop_f \n",
"7 POLYGON ((-1.33245 43.12096, -1.33054 43.12566... 400.0 49.2 \n",
"8 POLYGON ((-1.30020 43.20058, -1.29818 43.20077... 371.0 49.7 \n",
"9 POLYGON ((-1.27637 43.20042, -1.27493 43.20230... 317.0 52.2 \n",
"10 POLYGON ((-1.25629 43.19789, -1.25444 43.19776... 673.0 50.5 \n",
"11 POLYGON ((-1.22116 43.16123, -1.21936 43.16190... 193.0 47.2 "
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"s = carte['insee'].apply(isint)\n",
"dpts = carte[s.values]['insee'].apply(lambda x:int(x[0:2]))\n",
"f_contiguous = carte[s.values][dpts < 97]\n",
"f_contiguous.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Jettons un coup d'oeil à nos données:"
]
},
{
"cell_type": "code",
"execution_count": 90,
"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>insee</th>\n",
" <th>nom</th>\n",
" <th>wikipedia</th>\n",
" <th>surf_ha</th>\n",
" <th>geometry</th>\n",
" <th>P15_POP</th>\n",
" <th>prop_f</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>64026</td>\n",
" <td>Anhaux</td>\n",
" <td>fr:Anhaux</td>\n",
" <td>1235</td>\n",
" <td>POLYGON ((-1.33245 43.12096, -1.33054 43.12566...</td>\n",
" <td>400.0</td>\n",
" <td>49.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>64274</td>\n",
" <td>Irouléguy</td>\n",
" <td>fr:Irouléguy</td>\n",
" <td>943</td>\n",
" <td>POLYGON ((-1.30020 43.20058, -1.29818 43.20077...</td>\n",
" <td>371.0</td>\n",
" <td>49.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>64066</td>\n",
" <td>Ascarat</td>\n",
" <td>fr:Ascarat</td>\n",
" <td>588</td>\n",
" <td>POLYGON ((-1.27637 43.20042, -1.27493 43.20230...</td>\n",
" <td>317.0</td>\n",
" <td>52.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>64275</td>\n",
" <td>Ispoure</td>\n",
" <td>fr:Ispoure</td>\n",
" <td>785</td>\n",
" <td>POLYGON ((-1.25629 43.19789, -1.25444 43.19776...</td>\n",
" <td>673.0</td>\n",
" <td>50.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>64166</td>\n",
" <td>Çaro</td>\n",
" <td>fr:Çaro</td>\n",
" <td>402</td>\n",
" <td>POLYGON ((-1.22116 43.16123, -1.21936 43.16190...</td>\n",
" <td>193.0</td>\n",
" <td>47.2</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",
" </tr>\n",
" <tr>\n",
" <th>34977</th>\n",
" <td>95219</td>\n",
" <td>Ermont</td>\n",
" <td>fr:Ermont</td>\n",
" <td>416</td>\n",
" <td>POLYGON ((2.24366 48.99420, 2.24912 48.99973, ...</td>\n",
" <td>28832.0</td>\n",
" <td>52.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34978</th>\n",
" <td>78172</td>\n",
" <td>Conflans-Sainte-Honorine</td>\n",
" <td>fr:Conflans-Sainte-Honorine</td>\n",
" <td>988</td>\n",
" <td>POLYGON ((2.07187 48.99338, 2.07147 48.99554, ...</td>\n",
" <td>35019.0</td>\n",
" <td>51.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34979</th>\n",
" <td>78005</td>\n",
" <td>Achères</td>\n",
" <td>fr:Achères (Yvelines)</td>\n",
" <td>972</td>\n",
" <td>POLYGON ((2.04907 48.95682, 2.04918 48.96010, ...</td>\n",
" <td>21053.0</td>\n",
" <td>50.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34980</th>\n",
" <td>78358</td>\n",
" <td>Maisons-Laffitte</td>\n",
" <td>fr:Maisons-Laffitte</td>\n",
" <td>693</td>\n",
" <td>POLYGON ((2.17312 48.96406, 2.17813 48.96383, ...</td>\n",
" <td>23371.0</td>\n",
" <td>53.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34981</th>\n",
" <td>95572</td>\n",
" <td>Saint-Ouen-l'Aumône</td>\n",
" <td>fr:Saint-Ouen-l'Aumône</td>\n",
" <td>1401</td>\n",
" <td>POLYGON ((2.09551 49.03600, 2.09820 49.03959, ...</td>\n",
" <td>24498.0</td>\n",
" <td>50.2</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>34491 rows × 7 columns</p>\n",
"</div>"
],
"text/plain": [
" insee nom wikipedia surf_ha \\\n",
"7 64026 Anhaux fr:Anhaux 1235 \n",
"8 64274 Irouléguy fr:Irouléguy 943 \n",
"9 64066 Ascarat fr:Ascarat 588 \n",
"10 64275 Ispoure fr:Ispoure 785 \n",
"11 64166 Çaro fr:Çaro 402 \n",
"... ... ... ... ... \n",
"34977 95219 Ermont fr:Ermont 416 \n",
"34978 78172 Conflans-Sainte-Honorine fr:Conflans-Sainte-Honorine 988 \n",
"34979 78005 Achères fr:Achères (Yvelines) 972 \n",
"34980 78358 Maisons-Laffitte fr:Maisons-Laffitte 693 \n",
"34981 95572 Saint-Ouen-l'Aumône fr:Saint-Ouen-l'Aumône 1401 \n",
"\n",
" geometry P15_POP prop_f \n",
"7 POLYGON ((-1.33245 43.12096, -1.33054 43.12566... 400.0 49.2 \n",
"8 POLYGON ((-1.30020 43.20058, -1.29818 43.20077... 371.0 49.7 \n",
"9 POLYGON ((-1.27637 43.20042, -1.27493 43.20230... 317.0 52.2 \n",
"10 POLYGON ((-1.25629 43.19789, -1.25444 43.19776... 673.0 50.5 \n",
"11 POLYGON ((-1.22116 43.16123, -1.21936 43.16190... 193.0 47.2 \n",
"... ... ... ... \n",
"34977 POLYGON ((2.24366 48.99420, 2.24912 48.99973, ... 28832.0 52.1 \n",
"34978 POLYGON ((2.07187 48.99338, 2.07147 48.99554, ... 35019.0 51.3 \n",
"34979 POLYGON ((2.04907 48.95682, 2.04918 48.96010, ... 21053.0 50.8 \n",
"34980 POLYGON ((2.17312 48.96406, 2.17813 48.96383, ... 23371.0 53.0 \n",
"34981 POLYGON ((2.09551 49.03600, 2.09820 49.03959, ... 24498.0 50.2 \n",
"\n",
"[34491 rows x 7 columns]"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"f_contiguous"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x600 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"f_contiguous.plot(ax=ax, column='prop_f', legend=True)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Remarques:\n",
" 1. nous observons des donnés manquantes\n",
" 2. certaines communes sont très bleues, où très jaune (étrange). \n",
" 3. legende vas de 20% à 100% (semble un peu extrème)\n",
"\n",
"Regardons un histogram de la population"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.hist(carte['prop_f'],bins=200);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- La distribution a l'aire ok; les pics, sont étranges; zoomons."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.hist(carte['prop_f'], range=(45, 55), bins=501);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- étrangement beaucoup de valeur \"exactement\" à 50/50\n",
"- valeurs sont discrètes – arrondi 1 chiffre après la virgule ?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Regardons le ratio de genre en function de la population pour chaque communes."
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Proportion Femme')"
]
},
"execution_count": 95,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.scatter(carte.P15_POP, carte.prop_f, alpha=1,s=0.1)\n",
"#ax.scatter(carte.P15_POP, np.floor(carte.P15_POP/2) / (carte.P15_POP) *100, color='C1', alpha=1,s=0.1)\n",
"#ax.scatter(carte.P15_POP, np.ceil(carte.P15_POP/2) / (carte.P15_POP) *100, color='C1', alpha=1,s=0.1)\n",
"#ax.set_ylim(20, 80)\n",
"ax.set_xscale('log')\n",
"ax.set_xlabel('Population 2015')\n",
"ax.set_ylabel('Proportion Femme')\n",
"# plt.xlim(0, 0.05)\n",
"# plt.ylim(0, 5*1e4)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"attributes": {
"caption": "\"Visualisation des données statistiques sur une carte\"",
"classes": [],
"fig": "'carte4'",
"id": ""
},
"execution": {
"iopub.execute_input": "2021-01-29T18:05:48.247294Z",
"iopub.status.busy": "2021-01-29T18:05:48.245449Z",
"iopub.status.idle": "2021-01-29T18:05:49.956419Z",
"shell.execute_reply": "2021-01-29T18:05:49.957346Z"
},
"scrolled": false
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e8a1ea1fab0f42af9dc65e39d5fd276f",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(Dropdown(description='num1', index=24, options=('01', '02', '03', '04', '05', '06', '07'…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from ipywidgets import interact\n",
"\n",
"known_departments = list(sorted(set(carte[\"insee\"].apply(lambda x:x[0:2]).values)))\n",
"\n",
"\n",
"def _do_one(dpt, ax1, ax2):\n",
" dpt.plot( column='prop_f',legend=True,figsize=(10,5), ax=ax1)\n",
" ax2.scatter(dpt.P15_POP, dpt.prop_f, alpha=1,s=0.1)\n",
" ax2.set_xscale('log')\n",
" ax2.set_xlabel('Population 2015')\n",
"\n",
"@interact(num1=known_departments, num2=known_departments)\n",
"def plot_dpt(num1='26', num2='32'):\n",
" fix, ((ax11,ax12), (ax21, ax22)) = plt.subplots(2, 2)\n",
" mon_dpt1 = carte[carte[\"insee\"].apply(lambda x:x[0:2] == num1)]\n",
" _do_one(mon_dpt1, ax11, ax21) \n",
" mon_dpt2 = carte[carte[\"insee\"].apply(lambda x:x[0:2] == num2)]\n",
" _do_one(mon_dpt2, ax12, ax22)\n",
" ax11.axis('off')\n",
" ax12.axis('off')\n",
" plt.grid(False)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"for num in known_departments:\n",
" fig, (ax1,ax2) = plt.subplots(1, 2)\n",
" dpt = carte[carte[\"insee\"].apply(lambda x:x[0:2] == num)]\n",
" _do_one(dpt, ax1, ax2)\n",
" fig.savefig(f'dpt_{num}.png')\n",
" plt.close()\n",
" \n",
" "
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {},
"outputs": [],
"source": [
"!open ."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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