diff --git a/module3/exo2/data_varicelle.csv b/module3/exo2/data_varicelle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49d62fc879753564e08d78fe8ced9c0a14577833
--- /dev/null
+++ b/module3/exo2/data_varicelle.csv
@@ -0,0 +1,1576 @@
+# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202104],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2021-02-08T15:12:03+01:00
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
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+199105,7,10442,6544,14340,18,11,25,FR,France
+199104,7,7913,4563,11263,14,8,20,FR,France
+199103,7,15387,10484,20290,27,18,36,FR,France
+199102,7,16277,11046,21508,29,20,38,FR,France
+199101,7,15565,10271,20859,27,18,36,FR,France
+199052,7,19375,13295,25455,34,23,45,FR,France
+199051,7,19080,13807,24353,34,25,43,FR,France
+199050,7,11079,6660,15498,20,12,28,FR,France
+199049,7,1143,0,2610,2,0,5,FR,France
diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..9bb84bbe7d3143cecc0d4254adbea2db160cde4b 100644
--- a/module3/exo2/exercice.ipynb
+++ b/module3/exo2/exercice.ipynb
@@ -1,5 +1,3398 @@
{
- "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 de l'incidence de la varicelle sont disponibles du [site Web du Réseau Sentinelles](https://www.sentiweb.fr/france/fr/?). Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée. Nous téléchargeons toujours le jeu de données complet, qui commence en 1991 et se termine avec une semaine récente."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data_url ='https://www.sentiweb.fr/datasets/incidence-PAY-7.csv'"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant skiprows=1."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Nous testons d'abord si aucun fichier local est présent et si ce n'est pas le cas, nous fabriquons ce fichier local. le but est d'éviter d'avoir des problème si les données présentes sur le site d'origine venait à être modifiée. Les données utilisées pour l'étude pourrait à tous moment être retrouvées. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "import urllib.request\n",
+ "fileName = 'data_varicelle.csv'\n",
+ "if not os.path.exists(fileName):\n",
+ " urllib.request.urlretrieve(data_url, fileName) "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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\n",
+ " \n",
+ " | 1573 | \n",
+ " 199049 | \n",
+ " 7 | \n",
+ " 1143 | \n",
+ " 0 | \n",
+ " 2610 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 5 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1574 rows × 10 columns
\n",
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " week | \n",
+ " indicator | \n",
+ " inc | \n",
+ " inc_low | \n",
+ " inc_up | \n",
+ " inc100 | \n",
+ " inc100_low | \n",
+ " inc100_up | \n",
+ " geo_insee | \n",
+ " geo_name | \n",
+ "
\n",
+ " \n",
+ " | period | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 1990-12-03/1990-12-09 | \n",
+ " 199049 | \n",
+ " 7 | \n",
+ " 1143 | \n",
+ " 0 | \n",
+ " 2610 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 5 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1990-12-10/1990-12-16 | \n",
+ " 199050 | \n",
+ " 7 | \n",
+ " 11079 | \n",
+ " 6660 | \n",
+ " 15498 | \n",
+ " 20 | \n",
+ " 12 | \n",
+ " 28 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1990-12-17/1990-12-23 | \n",
+ " 199051 | \n",
+ " 7 | \n",
+ " 19080 | \n",
+ " 13807 | \n",
+ " 24353 | \n",
+ " 34 | \n",
+ " 25 | \n",
+ " 43 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1990-12-24/1990-12-30 | \n",
+ " 199052 | \n",
+ " 7 | \n",
+ " 19375 | \n",
+ " 13295 | \n",
+ " 25455 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1990-12-31/1991-01-06 | \n",
+ " 199101 | \n",
+ " 7 | \n",
+ " 15565 | \n",
+ " 10271 | \n",
+ " 20859 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-01-07/1991-01-13 | \n",
+ " 199102 | \n",
+ " 7 | \n",
+ " 16277 | \n",
+ " 11046 | \n",
+ " 21508 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-01-14/1991-01-20 | \n",
+ " 199103 | \n",
+ " 7 | \n",
+ " 15387 | \n",
+ " 10484 | \n",
+ " 20290 | \n",
+ " 27 | \n",
+ " 18 | \n",
+ " 36 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-01-21/1991-01-27 | \n",
+ " 199104 | \n",
+ " 7 | \n",
+ " 7913 | \n",
+ " 4563 | \n",
+ " 11263 | \n",
+ " 14 | \n",
+ " 8 | \n",
+ " 20 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-01-28/1991-02-03 | \n",
+ " 199105 | \n",
+ " 7 | \n",
+ " 10442 | \n",
+ " 6544 | \n",
+ " 14340 | \n",
+ " 18 | \n",
+ " 11 | \n",
+ " 25 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-02-04/1991-02-10 | \n",
+ " 199106 | \n",
+ " 7 | \n",
+ " 10877 | \n",
+ " 7013 | \n",
+ " 14741 | \n",
+ " 19 | \n",
+ " 12 | \n",
+ " 26 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-02-11/1991-02-17 | \n",
+ " 199107 | \n",
+ " 7 | \n",
+ " 12337 | \n",
+ " 8077 | \n",
+ " 16597 | \n",
+ " 22 | \n",
+ " 15 | \n",
+ " 29 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-02-18/1991-02-24 | \n",
+ " 199108 | \n",
+ " 7 | \n",
+ " 13289 | \n",
+ " 8813 | \n",
+ " 17765 | \n",
+ " 23 | \n",
+ " 15 | \n",
+ " 31 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-02-25/1991-03-03 | \n",
+ " 199109 | \n",
+ " 7 | \n",
+ " 13741 | \n",
+ " 8780 | \n",
+ " 18702 | \n",
+ " 24 | \n",
+ " 15 | \n",
+ " 33 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-03-04/1991-03-10 | \n",
+ " 199110 | \n",
+ " 7 | \n",
+ " 16643 | \n",
+ " 11372 | \n",
+ " 21914 | \n",
+ " 29 | \n",
+ " 20 | \n",
+ " 38 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-03-11/1991-03-17 | \n",
+ " 199111 | \n",
+ " 7 | \n",
+ " 15574 | \n",
+ " 11184 | \n",
+ " 19964 | \n",
+ " 27 | \n",
+ " 19 | \n",
+ " 35 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-03-18/1991-03-24 | \n",
+ " 199112 | \n",
+ " 7 | \n",
+ " 10864 | \n",
+ " 7331 | \n",
+ " 14397 | \n",
+ " 19 | \n",
+ " 13 | \n",
+ " 25 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-03-25/1991-03-31 | \n",
+ " 199113 | \n",
+ " 7 | \n",
+ " 9567 | \n",
+ " 6041 | \n",
+ " 13093 | \n",
+ " 17 | \n",
+ " 11 | \n",
+ " 23 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-04-01/1991-04-07 | \n",
+ " 199114 | \n",
+ " 7 | \n",
+ " 12265 | \n",
+ " 7684 | \n",
+ " 16846 | \n",
+ " 22 | \n",
+ " 14 | \n",
+ " 30 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-04-08/1991-04-14 | \n",
+ " 199115 | \n",
+ " 7 | \n",
+ " 13975 | \n",
+ " 9781 | \n",
+ " 18169 | \n",
+ " 25 | \n",
+ " 18 | \n",
+ " 32 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-04-15/1991-04-21 | \n",
+ " 199116 | \n",
+ " 7 | \n",
+ " 14857 | \n",
+ " 10068 | \n",
+ " 19646 | \n",
+ " 26 | \n",
+ " 18 | \n",
+ " 34 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-04-22/1991-04-28 | \n",
+ " 199117 | \n",
+ " 7 | \n",
+ " 13462 | \n",
+ " 8877 | \n",
+ " 18047 | \n",
+ " 24 | \n",
+ " 16 | \n",
+ " 32 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-04-29/1991-05-05 | \n",
+ " 199118 | \n",
+ " 7 | \n",
+ " 21385 | \n",
+ " 13882 | \n",
+ " 28888 | \n",
+ " 38 | \n",
+ " 25 | \n",
+ " 51 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-06/1991-05-12 | \n",
+ " 199119 | \n",
+ " 7 | \n",
+ " 16739 | \n",
+ " 11246 | \n",
+ " 22232 | \n",
+ " 29 | \n",
+ " 19 | \n",
+ " 39 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-13/1991-05-19 | \n",
+ " 199120 | \n",
+ " 7 | \n",
+ " 19053 | \n",
+ " 12742 | \n",
+ " 25364 | \n",
+ " 34 | \n",
+ " 23 | \n",
+ " 45 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-20/1991-05-26 | \n",
+ " 199121 | \n",
+ " 7 | \n",
+ " 14903 | \n",
+ " 8975 | \n",
+ " 20831 | \n",
+ " 26 | \n",
+ " 16 | \n",
+ " 36 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-05-27/1991-06-02 | \n",
+ " 199122 | \n",
+ " 7 | \n",
+ " 15452 | \n",
+ " 9953 | \n",
+ " 20951 | \n",
+ " 27 | \n",
+ " 17 | \n",
+ " 37 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-03/1991-06-09 | \n",
+ " 199123 | \n",
+ " 7 | \n",
+ " 11947 | \n",
+ " 7671 | \n",
+ " 16223 | \n",
+ " 21 | \n",
+ " 13 | \n",
+ " 29 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-10/1991-06-16 | \n",
+ " 199124 | \n",
+ " 7 | \n",
+ " 16171 | \n",
+ " 10071 | \n",
+ " 22271 | \n",
+ " 28 | \n",
+ " 17 | \n",
+ " 39 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-17/1991-06-23 | \n",
+ " 199125 | \n",
+ " 7 | \n",
+ " 16169 | \n",
+ " 10700 | \n",
+ " 21638 | \n",
+ " 28 | \n",
+ " 18 | \n",
+ " 38 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 1991-06-24/1991-06-30 | \n",
+ " 199126 | \n",
+ " 7 | \n",
+ " 17608 | \n",
+ " 11304 | \n",
+ " 23912 | \n",
+ " 31 | \n",
+ " 20 | \n",
+ " 42 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ " ... | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-06/2020-07-12 | \n",
+ " 202028 | \n",
+ " 7 | \n",
+ " 728 | \n",
+ " 0 | \n",
+ " 1515 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-13/2020-07-19 | \n",
+ " 202029 | \n",
+ " 7 | \n",
+ " 841 | \n",
+ " 10 | \n",
+ " 1672 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-20/2020-07-26 | \n",
+ " 202030 | \n",
+ " 7 | \n",
+ " 1385 | \n",
+ " 75 | \n",
+ " 2695 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-07-27/2020-08-02 | \n",
+ " 202031 | \n",
+ " 7 | \n",
+ " 1303 | \n",
+ " 100 | \n",
+ " 2506 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-03/2020-08-09 | \n",
+ " 202032 | \n",
+ " 7 | \n",
+ " 2650 | \n",
+ " 689 | \n",
+ " 4611 | \n",
+ " 4 | \n",
+ " 1 | \n",
+ " 7 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-10/2020-08-16 | \n",
+ " 202033 | \n",
+ " 7 | \n",
+ " 1284 | \n",
+ " 177 | \n",
+ " 2391 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-17/2020-08-23 | \n",
+ " 202034 | \n",
+ " 7 | \n",
+ " 2272 | \n",
+ " 371 | \n",
+ " 4173 | \n",
+ " 3 | \n",
+ " 0 | \n",
+ " 6 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-24/2020-08-30 | \n",
+ " 202035 | \n",
+ " 7 | \n",
+ " 828 | \n",
+ " 0 | \n",
+ " 1694 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-08-31/2020-09-06 | \n",
+ " 202036 | \n",
+ " 7 | \n",
+ " 919 | \n",
+ " 100 | \n",
+ " 1738 | \n",
+ " 1 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-09-07/2020-09-13 | \n",
+ " 202037 | \n",
+ " 7 | \n",
+ " 1584 | \n",
+ " 405 | \n",
+ " 2763 | \n",
+ " 2 | \n",
+ " 0 | \n",
+ " 4 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-09-14/2020-09-20 | \n",
+ " 202038 | \n",
+ " 7 | \n",
+ " 2253 | \n",
+ " 782 | \n",
+ " 3724 | \n",
+ " 3 | \n",
+ " 1 | \n",
+ " 5 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-09-21/2020-09-27 | \n",
+ " 202039 | \n",
+ " 7 | \n",
+ " 1049 | \n",
+ " 237 | \n",
+ " 1861 | \n",
+ " 2 | \n",
+ " 1 | \n",
+ " 3 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-09-28/2020-10-04 | \n",
+ " 202040 | \n",
+ " 7 | \n",
+ " 2078 | \n",
+ " 675 | \n",
+ " 3481 | \n",
+ " 3 | \n",
+ " 1 | \n",
+ " 5 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-10-05/2020-10-11 | \n",
+ " 202041 | \n",
+ " 7 | \n",
+ " 3961 | \n",
+ " 2099 | \n",
+ " 5823 | \n",
+ " 6 | \n",
+ " 3 | \n",
+ " 9 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-10-12/2020-10-18 | \n",
+ " 202042 | \n",
+ " 7 | \n",
+ " 4000 | \n",
+ " 1979 | \n",
+ " 6021 | \n",
+ " 6 | \n",
+ " 3 | \n",
+ " 9 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-10-19/2020-10-25 | \n",
+ " 202043 | \n",
+ " 7 | \n",
+ " 4376 | \n",
+ " 2505 | \n",
+ " 6247 | \n",
+ " 7 | \n",
+ " 4 | \n",
+ " 10 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-10-26/2020-11-01 | \n",
+ " 202044 | \n",
+ " 7 | \n",
+ " 4391 | \n",
+ " 2375 | \n",
+ " 6407 | \n",
+ " 7 | \n",
+ " 4 | \n",
+ " 10 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-11-02/2020-11-08 | \n",
+ " 202045 | \n",
+ " 7 | \n",
+ " 3696 | \n",
+ " 2016 | \n",
+ " 5376 | \n",
+ " 6 | \n",
+ " 3 | \n",
+ " 9 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-11-09/2020-11-15 | \n",
+ " 202046 | \n",
+ " 7 | \n",
+ " 3752 | \n",
+ " 1963 | \n",
+ " 5541 | \n",
+ " 6 | \n",
+ " 3 | \n",
+ " 9 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-11-16/2020-11-22 | \n",
+ " 202047 | \n",
+ " 7 | \n",
+ " 4999 | \n",
+ " 2963 | \n",
+ " 7035 | \n",
+ " 8 | \n",
+ " 5 | \n",
+ " 11 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-11-23/2020-11-29 | \n",
+ " 202048 | \n",
+ " 7 | \n",
+ " 6683 | \n",
+ " 4312 | \n",
+ " 9054 | \n",
+ " 10 | \n",
+ " 6 | \n",
+ " 14 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-11-30/2020-12-06 | \n",
+ " 202049 | \n",
+ " 7 | \n",
+ " 5026 | \n",
+ " 3145 | \n",
+ " 6907 | \n",
+ " 8 | \n",
+ " 5 | \n",
+ " 11 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-07/2020-12-13 | \n",
+ " 202050 | \n",
+ " 7 | \n",
+ " 7063 | \n",
+ " 4744 | \n",
+ " 9382 | \n",
+ " 11 | \n",
+ " 7 | \n",
+ " 15 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-14/2020-12-20 | \n",
+ " 202051 | \n",
+ " 7 | \n",
+ " 10564 | \n",
+ " 7574 | \n",
+ " 13554 | \n",
+ " 16 | \n",
+ " 11 | \n",
+ " 21 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-21/2020-12-27 | \n",
+ " 202052 | \n",
+ " 7 | \n",
+ " 12012 | \n",
+ " 8285 | \n",
+ " 15739 | \n",
+ " 18 | \n",
+ " 12 | \n",
+ " 24 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2020-12-28/2021-01-03 | \n",
+ " 202053 | \n",
+ " 7 | \n",
+ " 11978 | \n",
+ " 8406 | \n",
+ " 15550 | \n",
+ " 18 | \n",
+ " 13 | \n",
+ " 23 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-04/2021-01-10 | \n",
+ " 202101 | \n",
+ " 7 | \n",
+ " 10525 | \n",
+ " 7750 | \n",
+ " 13300 | \n",
+ " 16 | \n",
+ " 12 | \n",
+ " 20 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-11/2021-01-17 | \n",
+ " 202102 | \n",
+ " 7 | \n",
+ " 7795 | \n",
+ " 5430 | \n",
+ " 10160 | \n",
+ " 12 | \n",
+ " 8 | \n",
+ " 16 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-18/2021-01-24 | \n",
+ " 202103 | \n",
+ " 7 | \n",
+ " 8799 | \n",
+ " 6269 | \n",
+ " 11329 | \n",
+ " 13 | \n",
+ " 9 | \n",
+ " 17 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ " | 2021-01-25/2021-01-31 | \n",
+ " 202104 | \n",
+ " 7 | \n",
+ " 11410 | \n",
+ " 8184 | \n",
+ " 14636 | \n",
+ " 17 | \n",
+ " 12 | \n",
+ " 22 | \n",
+ " FR | \n",
+ " France | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1574 rows × 10 columns
\n",
+ "