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aed183ddfe546da953c01023c973aa92
mooc-rr
Commits
b0a9e170
Commit
b0a9e170
authored
Sep 04, 2025
by
aed183ddfe546da953c01023c973aa92
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+25617
-3
exercice.ipynb
module3/exo2/exercice.ipynb
+2046
-3
varicelle.csv
module3/exo2/varicelle.csv
+23571
-0
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module3/exo2/exercice.ipynb
View file @
b0a9e170
{
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import isoweek"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Les données sont disponibles du site Web du [Réseau Sentinelles](http://www.sentiweb.fr/). Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"data_url = \"https://www.sentiweb.fr/datasets/all/inc-7-RDD.csv\""
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"data_file = \"varicelle.csv\"\n",
"\n",
"import os\n",
"import urllib.request\n",
"if not os.path.exists(data_file):\n",
" urllib.request.urlretrieve(data_url, data_file)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"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>week</th>\n",
" <th>indicator</th>\n",
" <th>inc</th>\n",
" <th>inc_low</th>\n",
" <th>inc_up</th>\n",
" <th>inc100</th>\n",
" <th>inc100_low</th>\n",
" <th>inc100_up</th>\n",
" <th>geo_insee</th>\n",
" <th>geo_name</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>202535</td>\n",
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" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>666</td>\n",
" <td>0.0</td>\n",
" <td>1689.0</td>\n",
" <td>19</td>\n",
" <td>0.0</td>\n",
" <td>48.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>262</td>\n",
" <td>0.0</td>\n",
" <td>772.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>404</td>\n",
" <td>0.0</td>\n",
" <td>1196.0</td>\n",
" <td>7</td>\n",
" <td>0.0</td>\n",
" <td>20.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>250</td>\n",
" <td>0.0</td>\n",
" <td>897.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>338</td>\n",
" <td>0.0</td>\n",
" <td>844.0</td>\n",
" <td>5</td>\n",
" <td>0.0</td>\n",
" <td>13.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>31</td>\n",
" <td>0.0</td>\n",
" <td>124.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>45</td>\n",
" <td>0.0</td>\n",
" <td>181.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>7.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>67</td>\n",
" <td>0.0</td>\n",
" <td>388.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>47</td>\n",
" <td>0.0</td>\n",
" <td>138.0</td>\n",
" <td>13</td>\n",
" <td>0.0</td>\n",
" <td>39.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>273</td>\n",
" <td>0.0</td>\n",
" <td>689.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>71</td>\n",
" <td>0.0</td>\n",
" <td>285.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>95</td>\n",
" <td>0.0</td>\n",
" <td>710.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>21.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>260</td>\n",
" <td>0.0</td>\n",
" <td>774.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>12.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>116</td>\n",
" <td>0.0</td>\n",
" <td>415.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>125</td>\n",
" <td>0.0</td>\n",
" <td>446.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</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",
" </tr>\n",
" <tr>\n",
" <th>23539</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>2914</td>\n",
" <td>0.0</td>\n",
" <td>6580.0</td>\n",
" <td>50</td>\n",
" <td>0.0</td>\n",
" <td>114.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23540</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23541</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>5958</td>\n",
" <td>3668.0</td>\n",
" <td>8248.0</td>\n",
" <td>195</td>\n",
" <td>120.0</td>\n",
" <td>270.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23542</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>921</td>\n",
" <td>0.0</td>\n",
" <td>1962.0</td>\n",
" <td>22</td>\n",
" <td>0.0</td>\n",
" <td>46.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23543</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>543</td>\n",
" <td>0.0</td>\n",
" <td>1330.0</td>\n",
" <td>10</td>\n",
" <td>0.0</td>\n",
" <td>25.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23544</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>1342</td>\n",
" <td>26.0</td>\n",
" <td>2658.0</td>\n",
" <td>26</td>\n",
" <td>0.0</td>\n",
" <td>52.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23545</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>914</td>\n",
" <td>0.0</td>\n",
" <td>1920.0</td>\n",
" <td>14</td>\n",
" <td>0.0</td>\n",
" <td>29.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23546</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>374</td>\n",
" <td>0.0</td>\n",
" <td>953.0</td>\n",
" <td>14</td>\n",
" <td>0.0</td>\n",
" <td>35.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23547</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>1391</td>\n",
" <td>124.0</td>\n",
" <td>2658.0</td>\n",
" <td>50</td>\n",
" <td>5.0</td>\n",
" <td>95.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23548</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>383</td>\n",
" <td>0.0</td>\n",
" <td>1186.0</td>\n",
" <td>16</td>\n",
" <td>0.0</td>\n",
" <td>50.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23549</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23550</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>431</td>\n",
" <td>0.0</td>\n",
" <td>974.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>9.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23551</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>59</td>\n",
" <td>0.0</td>\n",
" <td>248.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23552</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>2881</td>\n",
" <td>0.0</td>\n",
" <td>5941.0</td>\n",
" <td>50</td>\n",
" <td>0.0</td>\n",
" <td>103.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23553</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23554</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>286</td>\n",
" <td>0.0</td>\n",
" <td>809.0</td>\n",
" <td>9</td>\n",
" <td>0.0</td>\n",
" <td>26.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23555</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>102</td>\n",
" <td>0.0</td>\n",
" <td>348.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>8.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23556</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23557</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23558</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>284</td>\n",
" <td>0.0</td>\n",
" <td>774.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>11.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23559</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>28</td>\n",
" <td>0.0</td>\n",
" <td>163.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23560</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>161</td>\n",
" <td>0.0</td>\n",
" <td>673.0</td>\n",
" <td>6</td>\n",
" <td>0.0</td>\n",
" <td>24.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23561</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>55</td>\n",
" <td>0.0</td>\n",
" <td>359.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23562</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23563</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23564</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23565</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>191</td>\n",
" <td>0.0</td>\n",
" <td>892.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23566</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23567</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23568</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>54</td>\n",
" <td>0.0</td>\n",
" <td>236.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>23569 rows × 10 columns</p>\n",
"</div>"
],
"text/plain": [
" week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n",
"0 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"1 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"2 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"3 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"4 202535 7 666 0.0 1689.0 19 0.0 48.0 \n",
"5 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"6 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"7 202535 7 262 0.0 772.0 2 0.0 6.0 \n",
"8 202535 7 404 0.0 1196.0 7 0.0 20.0 \n",
"9 202535 7 250 0.0 897.0 4 0.0 15.0 \n",
"10 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"11 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"12 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"13 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"14 202534 7 338 0.0 844.0 5 0.0 13.0 \n",
"15 202534 7 31 0.0 124.0 0 0.0 1.0 \n",
"16 202534 7 45 0.0 181.0 2 0.0 7.0 \n",
"17 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"18 202534 7 67 0.0 388.0 3 0.0 15.0 \n",
"19 202534 7 47 0.0 138.0 13 0.0 39.0 \n",
"20 202534 7 273 0.0 689.0 2 0.0 5.0 \n",
"21 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"22 202534 7 71 0.0 285.0 1 0.0 5.0 \n",
"23 202534 7 95 0.0 710.0 3 0.0 21.0 \n",
"24 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"25 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"26 202533 7 0 0.0 0.0 0 0.0 0.0 \n",
"27 202533 7 260 0.0 774.0 4 0.0 12.0 \n",
"28 202533 7 116 0.0 415.0 1 0.0 5.0 \n",
"29 202533 7 125 0.0 446.0 4 0.0 15.0 \n",
"... ... ... ... ... ... ... ... ... \n",
"23539 199051 7 2914 0.0 6580.0 50 0.0 114.0 \n",
"23540 199051 7 0 0.0 0.0 0 0.0 0.0 \n",
"23541 199051 7 5958 3668.0 8248.0 195 120.0 270.0 \n",
"23542 199051 7 921 0.0 1962.0 22 0.0 46.0 \n",
"23543 199050 7 543 0.0 1330.0 10 0.0 25.0 \n",
"23544 199050 7 1342 26.0 2658.0 26 0.0 52.0 \n",
"23545 199050 7 914 0.0 1920.0 14 0.0 29.0 \n",
"23546 199050 7 374 0.0 953.0 14 0.0 35.0 \n",
"23547 199050 7 1391 124.0 2658.0 50 5.0 95.0 \n",
"23548 199050 7 383 0.0 1186.0 16 0.0 50.0 \n",
"23549 199050 7 0 0.0 0.0 0 0.0 0.0 \n",
"23550 199050 7 431 0.0 974.0 4 0.0 9.0 \n",
"23551 199050 7 59 0.0 248.0 1 0.0 5.0 \n",
"23552 199050 7 2881 0.0 5941.0 50 0.0 103.0 \n",
"23553 199050 7 0 0.0 0.0 0 0.0 0.0 \n",
"23554 199050 7 286 0.0 809.0 9 0.0 26.0 \n",
"23555 199050 7 102 0.0 348.0 2 0.0 8.0 \n",
"23556 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23557 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23558 199049 7 284 0.0 774.0 4 0.0 11.0 \n",
"23559 199049 7 28 0.0 163.0 1 0.0 6.0 \n",
"23560 199049 7 161 0.0 673.0 6 0.0 24.0 \n",
"23561 199049 7 55 0.0 359.0 2 0.0 15.0 \n",
"23562 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23563 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23564 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23565 199049 7 191 0.0 892.0 3 0.0 15.0 \n",
"23566 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23567 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23568 199049 7 54 0.0 236.0 1 0.0 5.0 \n",
"\n",
" geo_insee geo_name \n",
"0 44 GRAND EST \n",
"1 75 NOUVELLE-AQUITAINE \n",
"2 84 AUVERGNE-RHONE-ALPES \n",
"3 27 BOURGOGNE-FRANCHE-COMTE \n",
"4 53 BRETAGNE \n",
"5 24 CENTRE-VAL-DE-LOIRE \n",
"6 94 CORSE \n",
"7 11 ILE-DE-FRANCE \n",
"8 76 OCCITANIE \n",
"9 32 HAUTS-DE-FRANCE \n",
"10 28 NORMANDIE \n",
"11 52 PAYS-DE-LA-LOIRE \n",
"12 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"13 44 GRAND EST \n",
"14 75 NOUVELLE-AQUITAINE \n",
"15 84 AUVERGNE-RHONE-ALPES \n",
"16 27 BOURGOGNE-FRANCHE-COMTE \n",
"17 53 BRETAGNE \n",
"18 24 CENTRE-VAL-DE-LOIRE \n",
"19 94 CORSE \n",
"20 11 ILE-DE-FRANCE \n",
"21 76 OCCITANIE \n",
"22 32 HAUTS-DE-FRANCE \n",
"23 28 NORMANDIE \n",
"24 52 PAYS-DE-LA-LOIRE \n",
"25 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"26 44 GRAND EST \n",
"27 75 NOUVELLE-AQUITAINE \n",
"28 84 AUVERGNE-RHONE-ALPES \n",
"29 27 BOURGOGNE-FRANCHE-COMTE \n",
"... ... ... \n",
"23539 32 HAUTS-DE-FRANCE \n",
"23540 28 NORMANDIE \n",
"23541 52 PAYS-DE-LA-LOIRE \n",
"23542 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"23543 44 GRAND EST \n",
"23544 75 NOUVELLE-AQUITAINE \n",
"23545 84 AUVERGNE-RHONE-ALPES \n",
"23546 27 BOURGOGNE-FRANCHE-COMTE \n",
"23547 53 BRETAGNE \n",
"23548 24 CENTRE-VAL-DE-LOIRE \n",
"23549 94 CORSE \n",
"23550 11 ILE-DE-FRANCE \n",
"23551 76 OCCITANIE \n",
"23552 32 HAUTS-DE-FRANCE \n",
"23553 28 NORMANDIE \n",
"23554 52 PAYS-DE-LA-LOIRE \n",
"23555 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"23556 44 GRAND EST \n",
"23557 75 NOUVELLE-AQUITAINE \n",
"23558 84 AUVERGNE-RHONE-ALPES \n",
"23559 27 BOURGOGNE-FRANCHE-COMTE \n",
"23560 53 BRETAGNE \n",
"23561 24 CENTRE-VAL-DE-LOIRE \n",
"23562 94 CORSE \n",
"23563 11 ILE-DE-FRANCE \n",
"23564 76 OCCITANIE \n",
"23565 32 HAUTS-DE-FRANCE \n",
"23566 28 NORMANDIE \n",
"23567 52 PAYS-DE-LA-LOIRE \n",
"23568 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"\n",
"[23569 rows x 10 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"raw_data = pd.read_csv(data_file, skiprows=1)\n",
"raw_data"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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" vertical-align: middle;\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>week</th>\n",
" <th>indicator</th>\n",
" <th>inc</th>\n",
" <th>inc_low</th>\n",
" <th>inc_up</th>\n",
" <th>inc100</th>\n",
" <th>inc100_low</th>\n",
" <th>inc100_up</th>\n",
" <th>geo_insee</th>\n",
" <th>geo_name</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>666</td>\n",
" <td>0.0</td>\n",
" <td>1689.0</td>\n",
" <td>19</td>\n",
" <td>0.0</td>\n",
" <td>48.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>262</td>\n",
" <td>0.0</td>\n",
" <td>772.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>404</td>\n",
" <td>0.0</td>\n",
" <td>1196.0</td>\n",
" <td>7</td>\n",
" <td>0.0</td>\n",
" <td>20.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>250</td>\n",
" <td>0.0</td>\n",
" <td>897.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>202535</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>338</td>\n",
" <td>0.0</td>\n",
" <td>844.0</td>\n",
" <td>5</td>\n",
" <td>0.0</td>\n",
" <td>13.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>31</td>\n",
" <td>0.0</td>\n",
" <td>124.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>45</td>\n",
" <td>0.0</td>\n",
" <td>181.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>7.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>67</td>\n",
" <td>0.0</td>\n",
" <td>388.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>47</td>\n",
" <td>0.0</td>\n",
" <td>138.0</td>\n",
" <td>13</td>\n",
" <td>0.0</td>\n",
" <td>39.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>273</td>\n",
" <td>0.0</td>\n",
" <td>689.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>71</td>\n",
" <td>0.0</td>\n",
" <td>285.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>95</td>\n",
" <td>0.0</td>\n",
" <td>710.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>21.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>202534</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>260</td>\n",
" <td>0.0</td>\n",
" <td>774.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>12.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>116</td>\n",
" <td>0.0</td>\n",
" <td>415.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>202533</td>\n",
" <td>7</td>\n",
" <td>125</td>\n",
" <td>0.0</td>\n",
" <td>446.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</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",
" </tr>\n",
" <tr>\n",
" <th>23539</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>2914</td>\n",
" <td>0.0</td>\n",
" <td>6580.0</td>\n",
" <td>50</td>\n",
" <td>0.0</td>\n",
" <td>114.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23540</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23541</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>5958</td>\n",
" <td>3668.0</td>\n",
" <td>8248.0</td>\n",
" <td>195</td>\n",
" <td>120.0</td>\n",
" <td>270.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23542</th>\n",
" <td>199051</td>\n",
" <td>7</td>\n",
" <td>921</td>\n",
" <td>0.0</td>\n",
" <td>1962.0</td>\n",
" <td>22</td>\n",
" <td>0.0</td>\n",
" <td>46.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23543</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>543</td>\n",
" <td>0.0</td>\n",
" <td>1330.0</td>\n",
" <td>10</td>\n",
" <td>0.0</td>\n",
" <td>25.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23544</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>1342</td>\n",
" <td>26.0</td>\n",
" <td>2658.0</td>\n",
" <td>26</td>\n",
" <td>0.0</td>\n",
" <td>52.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23545</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>914</td>\n",
" <td>0.0</td>\n",
" <td>1920.0</td>\n",
" <td>14</td>\n",
" <td>0.0</td>\n",
" <td>29.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23546</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>374</td>\n",
" <td>0.0</td>\n",
" <td>953.0</td>\n",
" <td>14</td>\n",
" <td>0.0</td>\n",
" <td>35.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23547</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>1391</td>\n",
" <td>124.0</td>\n",
" <td>2658.0</td>\n",
" <td>50</td>\n",
" <td>5.0</td>\n",
" <td>95.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23548</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>383</td>\n",
" <td>0.0</td>\n",
" <td>1186.0</td>\n",
" <td>16</td>\n",
" <td>0.0</td>\n",
" <td>50.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23549</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23550</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>431</td>\n",
" <td>0.0</td>\n",
" <td>974.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>9.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23551</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>59</td>\n",
" <td>0.0</td>\n",
" <td>248.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23552</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>2881</td>\n",
" <td>0.0</td>\n",
" <td>5941.0</td>\n",
" <td>50</td>\n",
" <td>0.0</td>\n",
" <td>103.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23553</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23554</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>286</td>\n",
" <td>0.0</td>\n",
" <td>809.0</td>\n",
" <td>9</td>\n",
" <td>0.0</td>\n",
" <td>26.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23555</th>\n",
" <td>199050</td>\n",
" <td>7</td>\n",
" <td>102</td>\n",
" <td>0.0</td>\n",
" <td>348.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>8.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23556</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>44</td>\n",
" <td>GRAND EST</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23557</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>75</td>\n",
" <td>NOUVELLE-AQUITAINE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23558</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>284</td>\n",
" <td>0.0</td>\n",
" <td>774.0</td>\n",
" <td>4</td>\n",
" <td>0.0</td>\n",
" <td>11.0</td>\n",
" <td>84</td>\n",
" <td>AUVERGNE-RHONE-ALPES</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23559</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>28</td>\n",
" <td>0.0</td>\n",
" <td>163.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>6.0</td>\n",
" <td>27</td>\n",
" <td>BOURGOGNE-FRANCHE-COMTE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23560</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>161</td>\n",
" <td>0.0</td>\n",
" <td>673.0</td>\n",
" <td>6</td>\n",
" <td>0.0</td>\n",
" <td>24.0</td>\n",
" <td>53</td>\n",
" <td>BRETAGNE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23561</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>55</td>\n",
" <td>0.0</td>\n",
" <td>359.0</td>\n",
" <td>2</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>24</td>\n",
" <td>CENTRE-VAL-DE-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23562</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>94</td>\n",
" <td>CORSE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23563</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>11</td>\n",
" <td>ILE-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23564</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>76</td>\n",
" <td>OCCITANIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23565</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>191</td>\n",
" <td>0.0</td>\n",
" <td>892.0</td>\n",
" <td>3</td>\n",
" <td>0.0</td>\n",
" <td>15.0</td>\n",
" <td>32</td>\n",
" <td>HAUTS-DE-FRANCE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23566</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>NORMANDIE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23567</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>52</td>\n",
" <td>PAYS-DE-LA-LOIRE</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23568</th>\n",
" <td>199049</td>\n",
" <td>7</td>\n",
" <td>54</td>\n",
" <td>0.0</td>\n",
" <td>236.0</td>\n",
" <td>1</td>\n",
" <td>0.0</td>\n",
" <td>5.0</td>\n",
" <td>93</td>\n",
" <td>PROVENCE-ALPES-COTE-D-AZUR</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>23010 rows × 10 columns</p>\n",
"</div>"
],
"text/plain": [
" week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n",
"0 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"1 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"2 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"3 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"4 202535 7 666 0.0 1689.0 19 0.0 48.0 \n",
"5 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"6 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"7 202535 7 262 0.0 772.0 2 0.0 6.0 \n",
"8 202535 7 404 0.0 1196.0 7 0.0 20.0 \n",
"9 202535 7 250 0.0 897.0 4 0.0 15.0 \n",
"10 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"11 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"12 202535 7 0 0.0 0.0 0 0.0 0.0 \n",
"13 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"14 202534 7 338 0.0 844.0 5 0.0 13.0 \n",
"15 202534 7 31 0.0 124.0 0 0.0 1.0 \n",
"16 202534 7 45 0.0 181.0 2 0.0 7.0 \n",
"17 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"18 202534 7 67 0.0 388.0 3 0.0 15.0 \n",
"19 202534 7 47 0.0 138.0 13 0.0 39.0 \n",
"20 202534 7 273 0.0 689.0 2 0.0 5.0 \n",
"21 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"22 202534 7 71 0.0 285.0 1 0.0 5.0 \n",
"23 202534 7 95 0.0 710.0 3 0.0 21.0 \n",
"24 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"25 202534 7 0 0.0 0.0 0 0.0 0.0 \n",
"26 202533 7 0 0.0 0.0 0 0.0 0.0 \n",
"27 202533 7 260 0.0 774.0 4 0.0 12.0 \n",
"28 202533 7 116 0.0 415.0 1 0.0 5.0 \n",
"29 202533 7 125 0.0 446.0 4 0.0 15.0 \n",
"... ... ... ... ... ... ... ... ... \n",
"23539 199051 7 2914 0.0 6580.0 50 0.0 114.0 \n",
"23540 199051 7 0 0.0 0.0 0 0.0 0.0 \n",
"23541 199051 7 5958 3668.0 8248.0 195 120.0 270.0 \n",
"23542 199051 7 921 0.0 1962.0 22 0.0 46.0 \n",
"23543 199050 7 543 0.0 1330.0 10 0.0 25.0 \n",
"23544 199050 7 1342 26.0 2658.0 26 0.0 52.0 \n",
"23545 199050 7 914 0.0 1920.0 14 0.0 29.0 \n",
"23546 199050 7 374 0.0 953.0 14 0.0 35.0 \n",
"23547 199050 7 1391 124.0 2658.0 50 5.0 95.0 \n",
"23548 199050 7 383 0.0 1186.0 16 0.0 50.0 \n",
"23549 199050 7 0 0.0 0.0 0 0.0 0.0 \n",
"23550 199050 7 431 0.0 974.0 4 0.0 9.0 \n",
"23551 199050 7 59 0.0 248.0 1 0.0 5.0 \n",
"23552 199050 7 2881 0.0 5941.0 50 0.0 103.0 \n",
"23553 199050 7 0 0.0 0.0 0 0.0 0.0 \n",
"23554 199050 7 286 0.0 809.0 9 0.0 26.0 \n",
"23555 199050 7 102 0.0 348.0 2 0.0 8.0 \n",
"23556 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23557 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23558 199049 7 284 0.0 774.0 4 0.0 11.0 \n",
"23559 199049 7 28 0.0 163.0 1 0.0 6.0 \n",
"23560 199049 7 161 0.0 673.0 6 0.0 24.0 \n",
"23561 199049 7 55 0.0 359.0 2 0.0 15.0 \n",
"23562 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23563 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23564 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23565 199049 7 191 0.0 892.0 3 0.0 15.0 \n",
"23566 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23567 199049 7 0 0.0 0.0 0 0.0 0.0 \n",
"23568 199049 7 54 0.0 236.0 1 0.0 5.0 \n",
"\n",
" geo_insee geo_name \n",
"0 44 GRAND EST \n",
"1 75 NOUVELLE-AQUITAINE \n",
"2 84 AUVERGNE-RHONE-ALPES \n",
"3 27 BOURGOGNE-FRANCHE-COMTE \n",
"4 53 BRETAGNE \n",
"5 24 CENTRE-VAL-DE-LOIRE \n",
"6 94 CORSE \n",
"7 11 ILE-DE-FRANCE \n",
"8 76 OCCITANIE \n",
"9 32 HAUTS-DE-FRANCE \n",
"10 28 NORMANDIE \n",
"11 52 PAYS-DE-LA-LOIRE \n",
"12 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"13 44 GRAND EST \n",
"14 75 NOUVELLE-AQUITAINE \n",
"15 84 AUVERGNE-RHONE-ALPES \n",
"16 27 BOURGOGNE-FRANCHE-COMTE \n",
"17 53 BRETAGNE \n",
"18 24 CENTRE-VAL-DE-LOIRE \n",
"19 94 CORSE \n",
"20 11 ILE-DE-FRANCE \n",
"21 76 OCCITANIE \n",
"22 32 HAUTS-DE-FRANCE \n",
"23 28 NORMANDIE \n",
"24 52 PAYS-DE-LA-LOIRE \n",
"25 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"26 44 GRAND EST \n",
"27 75 NOUVELLE-AQUITAINE \n",
"28 84 AUVERGNE-RHONE-ALPES \n",
"29 27 BOURGOGNE-FRANCHE-COMTE \n",
"... ... ... \n",
"23539 32 HAUTS-DE-FRANCE \n",
"23540 28 NORMANDIE \n",
"23541 52 PAYS-DE-LA-LOIRE \n",
"23542 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"23543 44 GRAND EST \n",
"23544 75 NOUVELLE-AQUITAINE \n",
"23545 84 AUVERGNE-RHONE-ALPES \n",
"23546 27 BOURGOGNE-FRANCHE-COMTE \n",
"23547 53 BRETAGNE \n",
"23548 24 CENTRE-VAL-DE-LOIRE \n",
"23549 94 CORSE \n",
"23550 11 ILE-DE-FRANCE \n",
"23551 76 OCCITANIE \n",
"23552 32 HAUTS-DE-FRANCE \n",
"23553 28 NORMANDIE \n",
"23554 52 PAYS-DE-LA-LOIRE \n",
"23555 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"23556 44 GRAND EST \n",
"23557 75 NOUVELLE-AQUITAINE \n",
"23558 84 AUVERGNE-RHONE-ALPES \n",
"23559 27 BOURGOGNE-FRANCHE-COMTE \n",
"23560 53 BRETAGNE \n",
"23561 24 CENTRE-VAL-DE-LOIRE \n",
"23562 94 CORSE \n",
"23563 11 ILE-DE-FRANCE \n",
"23564 76 OCCITANIE \n",
"23565 32 HAUTS-DE-FRANCE \n",
"23566 28 NORMANDIE \n",
"23567 52 PAYS-DE-LA-LOIRE \n",
"23568 93 PROVENCE-ALPES-COTE-D-AZUR \n",
"\n",
"[23010 rows x 10 columns]"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = raw_data.dropna().copy()\n",
"data"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"200619"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data[\"week\"][data[\"inc\"].astype(int).idxmax()]"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"202535"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data[\"week\"][data[\"inc\"].astype(int).idxmin()]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"metadata": {
"kernelspec": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3",
...
@@ -16,10 +2060,9 @@
...
@@ -16,10 +2060,9 @@
"name": "python",
"name": "python",
"nbconvert_exporter": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"pygments_lexer": "ipython3",
"version": "3.6.
3
"
"version": "3.6.
4
"
}
}
},
},
"nbformat": 4,
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 2
}
}
module3/exo2/varicelle.csv
0 → 100644
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