diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..540b20939cfeebc96cda4e28b191f190beb383df 100644
--- a/module3/exo2/exercice.ipynb
+++ b/module3/exo2/exercice.ipynb
@@ -1,5 +1,1371 @@
 {
- "cells": [],
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Incidence de la varicelle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "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 du syndrome grippal 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. Nous téléchargeons toujours le jeu de données complet, qui commence en 1990 et se termine avec une semaine récente."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-7.csv\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Afin d'éviter de télécharger les données depuis l'URL donnée précédemment à chaque exécution et pour nous prémunir d'une modification ou disparition des données on les récupère en local. C'est ce fichier local dont le nom est dans la variable `data_file` que l'on utilisera. Les données sont téléchargés uniquement si le fichier local manque."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Les données sont déjà présentes en local.\n"
+     ]
+    }
+   ],
+   "source": [
+    "data_file = \"incidence_varicelle.csv\"\n",
+    "\n",
+    "import os\n",
+    "if not os.access(data_file, os.R_OK):\n",
+    "    import urllib.request\n",
+    "    print(\"Les données n'existent pas en local, on les télécharges.\")\n",
+    "    urllib.request.urlretrieve(data_url, data_file)\n",
+    "    if os.access(data_file, os.R_OK):\n",
+    "        print(\"Fichier récupéré.\")\n",
+    "    else:\n",
+    "        raise Exception(\"Le fichier n'a pas pu être récupéré !\")\n",
+    "else:\n",
+    "    print(\"Les données sont déjà présentes en local.\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Le format de données est le même que pour le syndrome grippal."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "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>202022</td>\n",
+       "      <td>7</td>\n",
+       "      <td>280</td>\n",
+       "      <td>0</td>\n",
+       "      <td>638</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202021</td>\n",
+       "      <td>7</td>\n",
+       "      <td>602</td>\n",
+       "      <td>36</td>\n",
+       "      <td>1168</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202020</td>\n",
+       "      <td>7</td>\n",
+       "      <td>824</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1628</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202019</td>\n",
+       "      <td>7</td>\n",
+       "      <td>310</td>\n",
+       "      <td>0</td>\n",
+       "      <td>753</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202018</td>\n",
+       "      <td>7</td>\n",
+       "      <td>849</td>\n",
+       "      <td>98</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>202017</td>\n",
+       "      <td>7</td>\n",
+       "      <td>272</td>\n",
+       "      <td>0</td>\n",
+       "      <td>658</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>202016</td>\n",
+       "      <td>7</td>\n",
+       "      <td>758</td>\n",
+       "      <td>78</td>\n",
+       "      <td>1438</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>202015</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1918</td>\n",
+       "      <td>675</td>\n",
+       "      <td>3161</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>202014</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>5531</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>202013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7326</td>\n",
+       "      <td>5236</td>\n",
+       "      <td>9416</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>202012</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8123</td>\n",
+       "      <td>5790</td>\n",
+       "      <td>10456</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>202011</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10198</td>\n",
+       "      <td>7568</td>\n",
+       "      <td>12828</td>\n",
+       "      <td>15</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>202010</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9011</td>\n",
+       "      <td>6691</td>\n",
+       "      <td>11331</td>\n",
+       "      <td>14</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>202009</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13631</td>\n",
+       "      <td>10544</td>\n",
+       "      <td>16718</td>\n",
+       "      <td>21</td>\n",
+       "      <td>16</td>\n",
+       "      <td>26</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>202008</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10424</td>\n",
+       "      <td>7708</td>\n",
+       "      <td>13140</td>\n",
+       "      <td>16</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>202007</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8959</td>\n",
+       "      <td>6574</td>\n",
+       "      <td>11344</td>\n",
+       "      <td>14</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>202006</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9264</td>\n",
+       "      <td>6925</td>\n",
+       "      <td>11603</td>\n",
+       "      <td>14</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>202005</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8505</td>\n",
+       "      <td>6314</td>\n",
+       "      <td>10696</td>\n",
+       "      <td>13</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>202004</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7991</td>\n",
+       "      <td>5831</td>\n",
+       "      <td>10151</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>202003</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5968</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>7836</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>202002</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6534</td>\n",
+       "      <td>4530</td>\n",
+       "      <td>8538</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>202001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9835</td>\n",
+       "      <td>7019</td>\n",
+       "      <td>12651</td>\n",
+       "      <td>15</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>201952</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7941</td>\n",
+       "      <td>5246</td>\n",
+       "      <td>10636</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>201951</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5823</td>\n",
+       "      <td>3675</td>\n",
+       "      <td>7971</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>201950</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6424</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>8572</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>201949</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6621</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>8702</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>201948</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5542</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>7701</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>201947</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7536</td>\n",
+       "      <td>5058</td>\n",
+       "      <td>10014</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>201946</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2638</td>\n",
+       "      <td>1316</td>\n",
+       "      <td>3960</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>201945</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4492</td>\n",
+       "      <td>2615</td>\n",
+       "      <td>6369</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</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>1509</th>\n",
+       "      <td>199126</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17608</td>\n",
+       "      <td>11304</td>\n",
+       "      <td>23912</td>\n",
+       "      <td>31</td>\n",
+       "      <td>20</td>\n",
+       "      <td>42</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1510</th>\n",
+       "      <td>199125</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16169</td>\n",
+       "      <td>10700</td>\n",
+       "      <td>21638</td>\n",
+       "      <td>28</td>\n",
+       "      <td>18</td>\n",
+       "      <td>38</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1511</th>\n",
+       "      <td>199124</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16171</td>\n",
+       "      <td>10071</td>\n",
+       "      <td>22271</td>\n",
+       "      <td>28</td>\n",
+       "      <td>17</td>\n",
+       "      <td>39</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1512</th>\n",
+       "      <td>199123</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11947</td>\n",
+       "      <td>7671</td>\n",
+       "      <td>16223</td>\n",
+       "      <td>21</td>\n",
+       "      <td>13</td>\n",
+       "      <td>29</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1513</th>\n",
+       "      <td>199122</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15452</td>\n",
+       "      <td>9953</td>\n",
+       "      <td>20951</td>\n",
+       "      <td>27</td>\n",
+       "      <td>17</td>\n",
+       "      <td>37</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1514</th>\n",
+       "      <td>199121</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14903</td>\n",
+       "      <td>8975</td>\n",
+       "      <td>20831</td>\n",
+       "      <td>26</td>\n",
+       "      <td>16</td>\n",
+       "      <td>36</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1515</th>\n",
+       "      <td>199120</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19053</td>\n",
+       "      <td>12742</td>\n",
+       "      <td>25364</td>\n",
+       "      <td>34</td>\n",
+       "      <td>23</td>\n",
+       "      <td>45</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1516</th>\n",
+       "      <td>199119</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16739</td>\n",
+       "      <td>11246</td>\n",
+       "      <td>22232</td>\n",
+       "      <td>29</td>\n",
+       "      <td>19</td>\n",
+       "      <td>39</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1517</th>\n",
+       "      <td>199118</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21385</td>\n",
+       "      <td>13882</td>\n",
+       "      <td>28888</td>\n",
+       "      <td>38</td>\n",
+       "      <td>25</td>\n",
+       "      <td>51</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1518</th>\n",
+       "      <td>199117</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13462</td>\n",
+       "      <td>8877</td>\n",
+       "      <td>18047</td>\n",
+       "      <td>24</td>\n",
+       "      <td>16</td>\n",
+       "      <td>32</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1519</th>\n",
+       "      <td>199116</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14857</td>\n",
+       "      <td>10068</td>\n",
+       "      <td>19646</td>\n",
+       "      <td>26</td>\n",
+       "      <td>18</td>\n",
+       "      <td>34</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1520</th>\n",
+       "      <td>199115</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13975</td>\n",
+       "      <td>9781</td>\n",
+       "      <td>18169</td>\n",
+       "      <td>25</td>\n",
+       "      <td>18</td>\n",
+       "      <td>32</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1521</th>\n",
+       "      <td>199114</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12265</td>\n",
+       "      <td>7684</td>\n",
+       "      <td>16846</td>\n",
+       "      <td>22</td>\n",
+       "      <td>14</td>\n",
+       "      <td>30</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1522</th>\n",
+       "      <td>199113</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9567</td>\n",
+       "      <td>6041</td>\n",
+       "      <td>13093</td>\n",
+       "      <td>17</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1523</th>\n",
+       "      <td>199112</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10864</td>\n",
+       "      <td>7331</td>\n",
+       "      <td>14397</td>\n",
+       "      <td>19</td>\n",
+       "      <td>13</td>\n",
+       "      <td>25</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1524</th>\n",
+       "      <td>199111</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15574</td>\n",
+       "      <td>11184</td>\n",
+       "      <td>19964</td>\n",
+       "      <td>27</td>\n",
+       "      <td>19</td>\n",
+       "      <td>35</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1525</th>\n",
+       "      <td>199110</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16643</td>\n",
+       "      <td>11372</td>\n",
+       "      <td>21914</td>\n",
+       "      <td>29</td>\n",
+       "      <td>20</td>\n",
+       "      <td>38</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1526</th>\n",
+       "      <td>199109</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13741</td>\n",
+       "      <td>8780</td>\n",
+       "      <td>18702</td>\n",
+       "      <td>24</td>\n",
+       "      <td>15</td>\n",
+       "      <td>33</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1527</th>\n",
+       "      <td>199108</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13289</td>\n",
+       "      <td>8813</td>\n",
+       "      <td>17765</td>\n",
+       "      <td>23</td>\n",
+       "      <td>15</td>\n",
+       "      <td>31</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1528</th>\n",
+       "      <td>199107</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12337</td>\n",
+       "      <td>8077</td>\n",
+       "      <td>16597</td>\n",
+       "      <td>22</td>\n",
+       "      <td>15</td>\n",
+       "      <td>29</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1529</th>\n",
+       "      <td>199106</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10877</td>\n",
+       "      <td>7013</td>\n",
+       "      <td>14741</td>\n",
+       "      <td>19</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1530</th>\n",
+       "      <td>199105</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10442</td>\n",
+       "      <td>6544</td>\n",
+       "      <td>14340</td>\n",
+       "      <td>18</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1531</th>\n",
+       "      <td>199104</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7913</td>\n",
+       "      <td>4563</td>\n",
+       "      <td>11263</td>\n",
+       "      <td>14</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1532</th>\n",
+       "      <td>199103</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15387</td>\n",
+       "      <td>10484</td>\n",
+       "      <td>20290</td>\n",
+       "      <td>27</td>\n",
+       "      <td>18</td>\n",
+       "      <td>36</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1533</th>\n",
+       "      <td>199102</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16277</td>\n",
+       "      <td>11046</td>\n",
+       "      <td>21508</td>\n",
+       "      <td>29</td>\n",
+       "      <td>20</td>\n",
+       "      <td>38</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1534</th>\n",
+       "      <td>199101</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15565</td>\n",
+       "      <td>10271</td>\n",
+       "      <td>20859</td>\n",
+       "      <td>27</td>\n",
+       "      <td>18</td>\n",
+       "      <td>36</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1535</th>\n",
+       "      <td>199052</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19375</td>\n",
+       "      <td>13295</td>\n",
+       "      <td>25455</td>\n",
+       "      <td>34</td>\n",
+       "      <td>23</td>\n",
+       "      <td>45</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1536</th>\n",
+       "      <td>199051</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19080</td>\n",
+       "      <td>13807</td>\n",
+       "      <td>24353</td>\n",
+       "      <td>34</td>\n",
+       "      <td>25</td>\n",
+       "      <td>43</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1537</th>\n",
+       "      <td>199050</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11079</td>\n",
+       "      <td>6660</td>\n",
+       "      <td>15498</td>\n",
+       "      <td>20</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1538</th>\n",
+       "      <td>199049</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2610</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>5</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1539 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator    inc  inc_low  inc_up  inc100  inc100_low  \\\n",
+       "0     202022          7    280        0     638       0           0   \n",
+       "1     202021          7    602       36    1168       1           0   \n",
+       "2     202020          7    824       20    1628       1           0   \n",
+       "3     202019          7    310        0     753       0           0   \n",
+       "4     202018          7    849       98    1600       1           0   \n",
+       "5     202017          7    272        0     658       0           0   \n",
+       "6     202016          7    758       78    1438       1           0   \n",
+       "7     202015          7   1918      675    3161       3           1   \n",
+       "8     202014          7   3879     2227    5531       6           3   \n",
+       "9     202013          7   7326     5236    9416      11           8   \n",
+       "10    202012          7   8123     5790   10456      12           8   \n",
+       "11    202011          7  10198     7568   12828      15          11   \n",
+       "12    202010          7   9011     6691   11331      14          10   \n",
+       "13    202009          7  13631    10544   16718      21          16   \n",
+       "14    202008          7  10424     7708   13140      16          12   \n",
+       "15    202007          7   8959     6574   11344      14          10   \n",
+       "16    202006          7   9264     6925   11603      14          10   \n",
+       "17    202005          7   8505     6314   10696      13          10   \n",
+       "18    202004          7   7991     5831   10151      12           9   \n",
+       "19    202003          7   5968     4100    7836       9           6   \n",
+       "20    202002          7   6534     4530    8538      10           7   \n",
+       "21    202001          7   9835     7019   12651      15          11   \n",
+       "22    201952          7   7941     5246   10636      12           8   \n",
+       "23    201951          7   5823     3675    7971       9           6   \n",
+       "24    201950          7   6424     4276    8572      10           7   \n",
+       "25    201949          7   6621     4540    8702      10           7   \n",
+       "26    201948          7   5542     3383    7701       8           5   \n",
+       "27    201947          7   7536     5058   10014      11           7   \n",
+       "28    201946          7   2638     1316    3960       4           2   \n",
+       "29    201945          7   4492     2615    6369       7           4   \n",
+       "...      ...        ...    ...      ...     ...     ...         ...   \n",
+       "1509  199126          7  17608    11304   23912      31          20   \n",
+       "1510  199125          7  16169    10700   21638      28          18   \n",
+       "1511  199124          7  16171    10071   22271      28          17   \n",
+       "1512  199123          7  11947     7671   16223      21          13   \n",
+       "1513  199122          7  15452     9953   20951      27          17   \n",
+       "1514  199121          7  14903     8975   20831      26          16   \n",
+       "1515  199120          7  19053    12742   25364      34          23   \n",
+       "1516  199119          7  16739    11246   22232      29          19   \n",
+       "1517  199118          7  21385    13882   28888      38          25   \n",
+       "1518  199117          7  13462     8877   18047      24          16   \n",
+       "1519  199116          7  14857    10068   19646      26          18   \n",
+       "1520  199115          7  13975     9781   18169      25          18   \n",
+       "1521  199114          7  12265     7684   16846      22          14   \n",
+       "1522  199113          7   9567     6041   13093      17          11   \n",
+       "1523  199112          7  10864     7331   14397      19          13   \n",
+       "1524  199111          7  15574    11184   19964      27          19   \n",
+       "1525  199110          7  16643    11372   21914      29          20   \n",
+       "1526  199109          7  13741     8780   18702      24          15   \n",
+       "1527  199108          7  13289     8813   17765      23          15   \n",
+       "1528  199107          7  12337     8077   16597      22          15   \n",
+       "1529  199106          7  10877     7013   14741      19          12   \n",
+       "1530  199105          7  10442     6544   14340      18          11   \n",
+       "1531  199104          7   7913     4563   11263      14           8   \n",
+       "1532  199103          7  15387    10484   20290      27          18   \n",
+       "1533  199102          7  16277    11046   21508      29          20   \n",
+       "1534  199101          7  15565    10271   20859      27          18   \n",
+       "1535  199052          7  19375    13295   25455      34          23   \n",
+       "1536  199051          7  19080    13807   24353      34          25   \n",
+       "1537  199050          7  11079     6660   15498      20          12   \n",
+       "1538  199049          7   1143        0    2610       2           0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0             1        FR   France  \n",
+       "1             2        FR   France  \n",
+       "2             2        FR   France  \n",
+       "3             1        FR   France  \n",
+       "4             2        FR   France  \n",
+       "5             1        FR   France  \n",
+       "6             2        FR   France  \n",
+       "7             5        FR   France  \n",
+       "8             9        FR   France  \n",
+       "9            14        FR   France  \n",
+       "10           16        FR   France  \n",
+       "11           19        FR   France  \n",
+       "12           18        FR   France  \n",
+       "13           26        FR   France  \n",
+       "14           20        FR   France  \n",
+       "15           18        FR   France  \n",
+       "16           18        FR   France  \n",
+       "17           16        FR   France  \n",
+       "18           15        FR   France  \n",
+       "19           12        FR   France  \n",
+       "20           13        FR   France  \n",
+       "21           19        FR   France  \n",
+       "22           16        FR   France  \n",
+       "23           12        FR   France  \n",
+       "24           13        FR   France  \n",
+       "25           13        FR   France  \n",
+       "26           11        FR   France  \n",
+       "27           15        FR   France  \n",
+       "28            6        FR   France  \n",
+       "29           10        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "1509         42        FR   France  \n",
+       "1510         38        FR   France  \n",
+       "1511         39        FR   France  \n",
+       "1512         29        FR   France  \n",
+       "1513         37        FR   France  \n",
+       "1514         36        FR   France  \n",
+       "1515         45        FR   France  \n",
+       "1516         39        FR   France  \n",
+       "1517         51        FR   France  \n",
+       "1518         32        FR   France  \n",
+       "1519         34        FR   France  \n",
+       "1520         32        FR   France  \n",
+       "1521         30        FR   France  \n",
+       "1522         23        FR   France  \n",
+       "1523         25        FR   France  \n",
+       "1524         35        FR   France  \n",
+       "1525         38        FR   France  \n",
+       "1526         33        FR   France  \n",
+       "1527         31        FR   France  \n",
+       "1528         29        FR   France  \n",
+       "1529         26        FR   France  \n",
+       "1530         25        FR   France  \n",
+       "1531         20        FR   France  \n",
+       "1532         36        FR   France  \n",
+       "1533         38        FR   France  \n",
+       "1534         36        FR   France  \n",
+       "1535         45        FR   France  \n",
+       "1536         43        FR   France  \n",
+       "1537         28        FR   France  \n",
+       "1538          5        FR   France  \n",
+       "\n",
+       "[1539 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data = pd.read_csv(data_file, skiprows=1)\n",
+    "raw_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Y a-t-il des points manquants dans ce jeux de données ?"
+   ]
+  },
+  {
+   "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",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "Empty DataFrame\n",
+       "Columns: [week, indicator, inc, inc_low, inc_up, inc100, inc100_low, inc100_up, geo_insee, geo_name]\n",
+       "Index: []"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data[raw_data.isnull().any(axis=1)]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Visiblement non, pas de point manquant."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Les semaines sont numérotés de la même façon que pour le syndrome grippal on va donc les décoder suivant la même procédure."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def convert_week(year_and_week_int):\n",
+    "    year_and_week_str = str(year_and_week_int)\n",
+    "    year = int(year_and_week_str[:4])\n",
+    "    week = int(year_and_week_str[4:])\n",
+    "    w = isoweek.Week(year, week)\n",
+    "    return pd.Period(w.day(0), 'W')\n",
+    "\n",
+    "raw_data['period'] = [convert_week(yw) for yw in raw_data['week']] # ici on utilise raw_data car on a pas eu à retoucher aux données.\n",
+    "\n",
+    "# Tri par ordre chronologique\n",
+    "sorted_data = raw_data.set_index('period').sort_index()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Comme pour le syndrone gripal nous vérifions la cohérence des données. Entre la fin d'une période et le début de la période qui suit, la différence temporelle doit être zéro, ou au moins très faible. Nous laissons une \"marge d'erreur\" d'une seconde.\n",
+    "\n",
+    "Il ne devrait y avoir aucun trou car nous avons normalement toutes les semaines."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Aucun problème trouvé.\n"
+     ]
+    }
+   ],
+   "source": [
+    "periods = sorted_data.index\n",
+    "il_y_a_un_probleme = False\n",
+    "for p1, p2 in zip(periods[:-1], periods[1:]):\n",
+    "    delta = p2.to_timestamp() - p1.end_time\n",
+    "    if delta > pd.Timedelta('1s'):\n",
+    "        print(p1, p2)\n",
+    "        il_y_a_un_probleme = True\n",
+    "\n",
+    "if not il_y_a_un_probleme:\n",
+    "    print(\"Aucun problème trouvé.\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Un premier regard sur les données !"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fe77a145518>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sorted_data['inc'].plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Un zoom sur les dernières années montre mieux la situation."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fe7773630f0>"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sorted_data['inc'][-200:].plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Etude de la variabilité moyenne sur un an.\n",
+    "\n",
+    "contrairement à la grippe il n'y a pas de période large où l'on peut dire qu'il n'y a rien. Il y a bien des chutes importantes vers le 3e trimestre mais il faudra être plus précis pour découper les données en années."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[]"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import statistics\n",
+    "\n",
+    "weeks_t = dict()\n",
+    "for i in range(len(sorted_data[\"week\"])):\n",
+    "    num_week = int(str(sorted_data[\"week\"][i])[-2:])\n",
+    "    num_inc = int(sorted_data[\"inc\"][i])\n",
+    "    if not num_week in weeks_t:\n",
+    "        weeks_t[num_week] = []\n",
+    "    weeks_t[num_week].append(num_inc)\n",
+    "\n",
+    "weeks = dict()\n",
+    "for week in weeks_t:\n",
+    "    weeks[week] = statistics.mean(weeks_t[week])\n",
+    "\n",
+    "plt.bar(list(weeks.keys()), list(weeks.values()), align='center')\n",
+    "plt.plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "On essaye de voir où ce trouve le minimum"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Le minimum est de 2896.9 durant la semaine 36.\n",
+      "Semaine 35 : 3435.7\n",
+      "Semaine 36 : 2896.9\n",
+      "Semaine 37 : 2912.3\n"
+     ]
+    }
+   ],
+   "source": [
+    "val_min = min(weeks.values())\n",
+    "week_min = None\n",
+    "for week in weeks:\n",
+    "    if val_min == weeks[week]:\n",
+    "        week_min = week\n",
+    "\n",
+    "print(\"Le minimum est de %.1f durant la semaine %i.\" % (val_min, week_min))\n",
+    "\n",
+    "for delta in range(-1, 2):\n",
+    "    print(\"Semaine %d : %.1f\" % ((week_min+delta), weeks[week_min+delta]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "On va donc couper l'année entre la semaine 36 et 37."
+   ]
+  }
+ ],
  "metadata": {
   "kernelspec": {
    "display_name": "Python 3",
@@ -16,10 +1382,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.3"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
  "nbformat_minor": 2
 }
-
diff --git a/module3/exo2/incidence_varicelle.csv b/module3/exo2/incidence_varicelle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..888c02ad03ed0fee2949c28151e203ca892906b8
--- /dev/null
+++ b/module3/exo2/incidence_varicelle.csv
@@ -0,0 +1,1541 @@
+# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202022],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2020-06-10T16:30:39+02:00
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
+202022,7,280,0,638,0,0,1,FR,France
+202021,7,602,36,1168,1,0,2,FR,France
+202020,7,824,20,1628,1,0,2,FR,France
+202019,7,310,0,753,0,0,1,FR,France
+202018,7,849,98,1600,1,0,2,FR,France
+202017,7,272,0,658,0,0,1,FR,France
+202016,7,758,78,1438,1,0,2,FR,France
+202015,7,1918,675,3161,3,1,5,FR,France
+202014,7,3879,2227,5531,6,3,9,FR,France
+202013,7,7326,5236,9416,11,8,14,FR,France
+202012,7,8123,5790,10456,12,8,16,FR,France
+202011,7,10198,7568,12828,15,11,19,FR,France
+202010,7,9011,6691,11331,14,10,18,FR,France
+202009,7,13631,10544,16718,21,16,26,FR,France
+202008,7,10424,7708,13140,16,12,20,FR,France
+202007,7,8959,6574,11344,14,10,18,FR,France
+202006,7,9264,6925,11603,14,10,18,FR,France
+202005,7,8505,6314,10696,13,10,16,FR,France
+202004,7,7991,5831,10151,12,9,15,FR,France
+202003,7,5968,4100,7836,9,6,12,FR,France
+202002,7,6534,4530,8538,10,7,13,FR,France
+202001,7,9835,7019,12651,15,11,19,FR,France
+201952,7,7941,5246,10636,12,8,16,FR,France
+201951,7,5823,3675,7971,9,6,12,FR,France
+201950,7,6424,4276,8572,10,7,13,FR,France
+201949,7,6621,4540,8702,10,7,13,FR,France
+201948,7,5542,3383,7701,8,5,11,FR,France
+201947,7,7536,5058,10014,11,7,15,FR,France
+201946,7,2638,1316,3960,4,2,6,FR,France
+201945,7,4492,2615,6369,7,4,10,FR,France
+201944,7,5728,3627,7829,9,6,12,FR,France
+201943,7,4834,2751,6917,7,4,10,FR,France
+201942,7,6279,3989,8569,10,7,13,FR,France
+201941,7,4130,2030,6230,6,3,9,FR,France
+201940,7,4211,2218,6204,6,3,9,FR,France
+201939,7,3137,1310,4964,5,2,8,FR,France
+201938,7,3078,1416,4740,5,2,8,FR,France
+201937,7,970,162,1778,1,0,2,FR,France
+201936,7,1277,263,2291,2,0,4,FR,France
+201935,7,922,0,1857,1,0,2,FR,France
+201934,7,1997,605,3389,3,1,5,FR,France
+201933,7,3279,1103,5455,5,2,8,FR,France
+201932,7,3627,1576,5678,6,3,9,FR,France
+201931,7,7611,4605,10617,12,7,17,FR,France
+201930,7,8875,5629,12121,13,8,18,FR,France
+201929,7,10658,7151,14165,16,11,21,FR,France
+201928,7,11251,7604,14898,17,11,23,FR,France
+201927,7,16602,12349,20855,25,19,31,FR,France
+201926,7,18851,14491,23211,29,22,36,FR,France
+201925,7,18309,13972,22646,28,21,35,FR,France
+201924,7,13382,9659,17105,20,14,26,FR,France
+201923,7,19264,15027,23501,29,23,35,FR,France
+201922,7,16861,12783,20939,26,20,32,FR,France
+201921,7,17572,13140,22004,27,20,34,FR,France
+201920,7,16180,12310,20050,25,19,31,FR,France
+201919,7,16646,12721,20571,25,19,31,FR,France
+201918,7,13803,10159,17447,21,15,27,FR,France
+201917,7,15868,11815,19921,24,18,30,FR,France
+201916,7,17127,12815,21439,26,19,33,FR,France
+201915,7,21449,16525,26373,33,26,40,FR,France
+201914,7,16131,12254,20008,25,19,31,FR,France
+201913,7,17264,13409,21119,26,20,32,FR,France
+201912,7,14133,10499,17767,21,15,27,FR,France
+201911,7,12655,9528,15782,19,14,24,FR,France
+201910,7,14062,10547,17577,21,16,26,FR,France
+201909,7,13725,10221,17229,21,16,26,FR,France
+201908,7,17186,13156,21216,26,20,32,FR,France
+201907,7,10206,7388,13024,16,12,20,FR,France
+201906,7,13504,10402,16606,21,16,26,FR,France
+201905,7,12799,9843,15755,19,15,23,FR,France
+201904,7,11842,9041,14643,18,14,22,FR,France
+201903,7,8616,6114,11118,13,9,17,FR,France
+201902,7,12005,9035,14975,18,13,23,FR,France
+201901,7,15951,12224,19678,24,18,30,FR,France
+201852,7,16234,11915,20553,25,18,32,FR,France
+201851,7,16859,12787,20931,26,20,32,FR,France
+201850,7,11554,8405,14703,18,13,23,FR,France
+201849,7,12632,9322,15942,19,14,24,FR,France
+201848,7,8093,5509,10677,12,8,16,FR,France
+201847,7,8670,5920,11420,13,9,17,FR,France
+201846,7,7039,4453,9625,11,7,15,FR,France
+201845,7,7479,4820,10138,11,7,15,FR,France
+201844,7,7749,4931,10567,12,8,16,FR,France
+201843,7,8705,5414,11996,13,8,18,FR,France
+201842,7,4640,2523,6757,7,4,10,FR,France
+201841,7,2956,1207,4705,4,1,7,FR,France
+201840,7,3858,1827,5889,6,3,9,FR,France
+201839,7,2584,870,4298,4,1,7,FR,France
+201838,7,2401,761,4041,4,2,6,FR,France
+201837,7,1891,501,3281,3,1,5,FR,France
+201836,7,559,0,1335,1,0,2,FR,France
+201835,7,872,0,1916,1,0,3,FR,France
+201834,7,3736,1415,6057,6,2,10,FR,France
+201833,7,3803,1130,6476,6,2,10,FR,France
+201832,7,3225,1155,5295,5,2,8,FR,France
+201831,7,6610,3565,9655,10,5,15,FR,France
+201830,7,9338,5780,12896,14,9,19,FR,France
+201829,7,8513,5059,11967,13,8,18,FR,France
+201828,7,12115,7907,16323,18,12,24,FR,France
+201827,7,13975,9739,18211,21,15,27,FR,France
+201826,7,15317,11019,19615,23,16,30,FR,France
+201825,7,11282,7840,14724,17,12,22,FR,France
+201824,7,16554,12219,20889,25,18,32,FR,France
+201823,7,9511,6385,12637,14,9,19,FR,France
+201822,7,15972,11793,20151,24,18,30,FR,France
+201821,7,10909,7627,14191,17,12,22,FR,France
+201820,7,13417,9692,17142,20,14,26,FR,France
+201819,7,16718,12351,21085,25,18,32,FR,France
+201818,7,16120,11128,21112,25,17,33,FR,France
+201817,7,16154,11960,20348,25,19,31,FR,France
+201816,7,18341,13836,22846,28,21,35,FR,France
+201815,7,17946,13622,22270,27,20,34,FR,France
+201814,7,15036,10780,19292,23,17,29,FR,France
+201813,7,16373,12472,20274,25,19,31,FR,France
+201812,7,18819,14373,23265,29,22,36,FR,France
+201811,7,15478,11427,19529,24,18,30,FR,France
+201810,7,15753,11901,19605,24,18,30,FR,France
+201809,7,13217,9653,16781,20,15,25,FR,France
+201808,7,13390,9832,16948,20,15,25,FR,France
+201807,7,13453,10096,16810,20,15,25,FR,France
+201806,7,15491,11679,19303,24,18,30,FR,France
+201805,7,15078,11374,18782,23,17,29,FR,France
+201804,7,14562,10973,18151,22,17,27,FR,France
+201803,7,7972,5473,10471,12,8,16,FR,France
+201802,7,10976,7974,13978,17,12,22,FR,France
+201801,7,11471,8430,14512,17,12,22,FR,France
+201752,7,11120,7732,14508,17,12,22,FR,France
+201751,7,8055,5279,10831,12,8,16,FR,France
+201750,7,10095,7184,13006,15,11,19,FR,France
+201749,7,11214,8103,14325,17,12,22,FR,France
+201748,7,8686,5706,11666,13,8,18,FR,France
+201747,7,8741,5969,11513,13,9,17,FR,France
+201746,7,5708,3483,7933,9,6,12,FR,France
+201745,7,4902,2777,7027,8,5,11,FR,France
+201744,7,5645,3125,8165,9,5,13,FR,France
+201743,7,6892,3966,9818,11,7,15,FR,France
+201742,7,4490,2218,6762,7,4,10,FR,France
+201741,7,2516,1110,3922,4,2,6,FR,France
+201740,7,4902,2504,7300,8,4,12,FR,France
+201739,7,2901,917,4885,4,1,7,FR,France
+201738,7,2138,736,3540,3,1,5,FR,France
+201737,7,2360,700,4020,4,1,7,FR,France
+201736,7,1903,450,3356,3,1,5,FR,France
+201735,7,3419,1409,5429,5,2,8,FR,France
+201734,7,3886,1559,6213,6,2,10,FR,France
+201733,7,3133,829,5437,5,1,9,FR,France
+201732,7,4194,1599,6789,6,2,10,FR,France
+201731,7,7130,3572,10688,11,6,16,FR,France
+201730,7,7368,3708,11028,11,5,17,FR,France
+201729,7,15320,10560,20080,24,17,31,FR,France
+201728,7,14764,9589,19939,23,15,31,FR,France
+201727,7,12000,7980,16020,18,12,24,FR,France
+201726,7,11914,8364,15464,18,13,23,FR,France
+201725,7,16264,12303,20225,25,19,31,FR,France
+201724,7,16473,12221,20725,25,18,32,FR,France
+201723,7,15607,11196,20018,24,17,31,FR,France
+201722,7,19102,14187,24017,29,21,37,FR,France
+201721,7,21160,15647,26673,32,24,40,FR,France
+201720,7,19412,14439,24385,30,22,38,FR,France
+201719,7,20724,15468,25980,32,24,40,FR,France
+201718,7,14497,10154,18840,22,15,29,FR,France
+201717,7,17548,12284,22812,27,19,35,FR,France
+201716,7,14963,10491,19435,23,16,30,FR,France
+201715,7,16400,11762,21038,25,18,32,FR,France
+201714,7,18892,13332,24452,29,20,38,FR,France
+201713,7,21702,16488,26916,33,25,41,FR,France
+201712,7,18534,14161,22907,28,21,35,FR,France
+201711,7,18361,12709,24013,28,19,37,FR,France
+201710,7,10218,6896,13540,16,11,21,FR,France
+201709,7,12248,8571,15925,19,13,25,FR,France
+201708,7,14721,10712,18730,23,17,29,FR,France
+201707,7,10991,7538,14444,17,12,22,FR,France
+201706,7,9627,6502,12752,15,10,20,FR,France
+201705,7,8885,6064,11706,14,10,18,FR,France
+201704,7,9227,6249,12205,14,9,19,FR,France
+201703,7,8791,6072,11510,13,9,17,FR,France
+201702,7,9034,6097,11971,14,9,19,FR,France
+201701,7,7803,5142,10464,12,8,16,FR,France
+201652,7,7665,4768,10562,12,8,16,FR,France
+201651,7,9916,5966,13866,15,9,21,FR,France
+201650,7,8866,5849,11883,14,9,19,FR,France
+201649,7,7919,5039,10799,12,8,16,FR,France
+201648,7,6906,4242,9570,11,7,15,FR,France
+201647,7,6877,4083,9671,11,7,15,FR,France
+201646,7,4683,2458,6908,7,4,10,FR,France
+201645,7,3807,1499,6115,6,2,10,FR,France
+201644,7,4879,2029,7729,7,3,11,FR,France
+201643,7,9264,4949,13579,14,7,21,FR,France
+201642,7,7301,3877,10725,11,6,16,FR,France
+201641,7,5849,2950,8748,9,5,13,FR,France
+201640,7,5023,2267,7779,8,4,12,FR,France
+201639,7,2437,595,4279,4,1,7,FR,France
+201638,7,2550,0,5121,4,0,8,FR,France
+201637,7,3031,501,5561,5,1,9,FR,France
+201636,7,1621,33,3209,2,0,4,FR,France
+201635,7,1554,38,3070,2,0,4,FR,France
+201634,7,3089,711,5467,5,1,9,FR,France
+201633,7,3373,671,6075,5,1,9,FR,France
+201632,7,4670,936,8404,7,1,13,FR,France
+201631,7,13619,5986,21252,21,9,33,FR,France
+201630,7,14149,8423,19875,22,13,31,FR,France
+201629,7,15769,9829,21709,24,15,33,FR,France
+201628,7,19968,12709,27227,31,20,42,FR,France
+201627,7,23790,16940,30640,37,26,48,FR,France
+201626,7,26083,19873,32293,40,30,50,FR,France
+201625,7,19250,13742,24758,30,22,38,FR,France
+201624,7,16465,11779,21151,25,18,32,FR,France
+201623,7,21642,16030,27254,33,24,42,FR,France
+201622,7,21913,16307,27519,34,25,43,FR,France
+201621,7,22707,16878,28536,35,26,44,FR,France
+201620,7,20389,14741,26037,31,22,40,FR,France
+201619,7,19685,14453,24917,30,22,38,FR,France
+201618,7,19785,14138,25432,30,21,39,FR,France
+201617,7,20489,14781,26197,31,22,40,FR,France
+201616,7,23848,18353,29343,37,29,45,FR,France
+201615,7,30982,24510,37454,48,38,58,FR,France
+201614,7,30996,24507,37485,48,38,58,FR,France
+201613,7,20260,15476,25044,31,24,38,FR,France
+201612,7,19129,14501,23757,29,22,36,FR,France
+201611,7,16660,12252,21068,26,19,33,FR,France
+201610,7,16812,12677,20947,26,20,32,FR,France
+201609,7,18118,13735,22501,28,21,35,FR,France
+201608,7,17557,13397,21717,27,21,33,FR,France
+201607,7,22222,17422,27022,34,27,41,FR,France
+201606,7,24486,19563,29409,38,30,46,FR,France
+201605,7,20906,16470,25342,32,25,39,FR,France
+201604,7,17717,13394,22040,27,20,34,FR,France
+201603,7,17146,13088,21204,26,20,32,FR,France
+201602,7,9960,6845,13075,15,10,20,FR,France
+201601,7,16221,12114,20328,25,19,31,FR,France
+201553,7,14386,10110,18662,22,15,29,FR,France
+201552,7,12550,8407,16693,19,13,25,FR,France
+201551,7,16168,11913,20423,25,18,32,FR,France
+201550,7,14600,10277,18923,23,16,30,FR,France
+201549,7,10580,7148,14012,16,11,21,FR,France
+201548,7,6694,3816,9572,10,6,14,FR,France
+201547,7,7224,4543,9905,11,7,15,FR,France
+201546,7,6377,3768,8986,10,6,14,FR,France
+201545,7,7838,4650,11026,12,7,17,FR,France
+201544,7,10638,7012,14264,16,10,22,FR,France
+201543,7,8228,4766,11690,13,8,18,FR,France
+201542,7,6730,3669,9791,10,5,15,FR,France
+201541,7,8455,5347,11563,13,8,18,FR,France
+201540,7,6242,3556,8928,10,6,14,FR,France
+201539,7,5142,2663,7621,8,4,12,FR,France
+201538,7,4845,2170,7520,8,4,12,FR,France
+201537,7,1710,315,3105,3,1,5,FR,France
+201536,7,3852,1413,6291,6,2,10,FR,France
+201535,7,3158,1104,5212,5,2,8,FR,France
+201534,7,6626,2734,10518,10,4,16,FR,France
+201533,7,3005,815,5195,5,2,8,FR,France
+201532,7,4592,1514,7670,7,2,12,FR,France
+201531,7,5901,2320,9482,9,3,15,FR,France
+201530,7,11437,6572,16302,18,10,26,FR,France
+201529,7,16251,10104,22398,25,15,35,FR,France
+201528,7,19181,12819,25543,30,20,40,FR,France
+201527,7,20526,14918,26134,32,23,41,FR,France
+201526,7,20491,15043,25939,32,24,40,FR,France
+201525,7,18253,13349,23157,28,20,36,FR,France
+201524,7,20522,15347,25697,32,24,40,FR,France
+201523,7,22298,16988,27608,35,27,43,FR,France
+201522,7,16681,11603,21759,26,18,34,FR,France
+201521,7,19208,13976,24440,30,22,38,FR,France
+201520,7,15791,10998,20584,24,17,31,FR,France
+201519,7,17661,12845,22477,27,20,34,FR,France
+201518,7,18126,13142,23110,28,20,36,FR,France
+201517,7,22059,16386,27732,34,25,43,FR,France
+201516,7,22837,17103,28571,35,26,44,FR,France
+201515,7,20116,14743,25489,31,23,39,FR,France
+201514,7,19969,14683,25255,31,23,39,FR,France
+201513,7,14076,10028,18124,22,16,28,FR,France
+201512,7,13120,9230,17010,20,14,26,FR,France
+201511,7,12073,8302,15844,19,13,25,FR,France
+201510,7,11340,7811,14869,18,13,23,FR,France
+201509,7,9509,6202,12816,15,10,20,FR,France
+201508,7,10045,6921,13169,16,11,21,FR,France
+201507,7,13810,9930,17690,21,15,27,FR,France
+201506,7,14586,10675,18497,23,17,29,FR,France
+201505,7,8379,5519,11239,13,9,17,FR,France
+201504,7,12373,8955,15791,19,14,24,FR,France
+201503,7,8408,5545,11271,13,9,17,FR,France
+201502,7,9656,6569,12743,15,10,20,FR,France
+201501,7,15419,10638,20200,24,17,31,FR,France
+201452,7,12109,7254,16964,19,11,27,FR,France
+201451,7,13237,9282,17192,21,15,27,FR,France
+201450,7,12272,8434,16110,19,13,25,FR,France
+201449,7,6652,4023,9281,10,6,14,FR,France
+201448,7,3785,1414,6156,6,2,10,FR,France
+201447,7,4213,2058,6368,7,4,10,FR,France
+201446,7,2638,808,4468,4,1,7,FR,France
+201445,7,5138,2609,7667,8,4,12,FR,France
+201444,7,7639,4394,10884,12,7,17,FR,France
+201443,7,9721,6051,13391,15,9,21,FR,France
+201442,7,7702,4827,10577,12,8,16,FR,France
+201441,7,7853,4576,11130,12,7,17,FR,France
+201440,7,5643,2875,8411,9,5,13,FR,France
+201439,7,3067,959,5175,5,2,8,FR,France
+201438,7,1431,130,2732,2,0,4,FR,France
+201437,7,1034,0,2338,2,0,4,FR,France
+201436,7,2765,707,4823,4,1,7,FR,France
+201435,7,3052,734,5370,5,1,9,FR,France
+201434,7,6443,1010,11876,10,2,18,FR,France
+201433,7,5893,1698,10088,9,2,16,FR,France
+201432,7,5574,1636,9512,9,3,15,FR,France
+201431,7,11224,5825,16623,17,9,25,FR,France
+201430,7,13856,7742,19970,22,12,32,FR,France
+201429,7,13818,8249,19387,22,13,31,FR,France
+201428,7,14452,8576,20328,23,14,32,FR,France
+201427,7,10934,6552,15316,17,10,24,FR,France
+201426,7,13972,9090,18854,22,14,30,FR,France
+201425,7,15684,10131,21237,24,15,33,FR,France
+201424,7,21981,15632,28330,34,24,44,FR,France
+201423,7,24015,16956,31074,37,26,48,FR,France
+201422,7,19748,13406,26090,31,21,41,FR,France
+201421,7,18296,12087,24505,28,18,38,FR,France
+201420,7,17693,11979,23407,28,19,37,FR,France
+201419,7,18515,12667,24363,29,20,38,FR,France
+201418,7,22172,15443,28901,35,25,45,FR,France
+201417,7,22727,16224,29230,35,25,45,FR,France
+201416,7,17010,11590,22430,26,18,34,FR,France
+201415,7,20239,14242,26236,32,23,41,FR,France
+201414,7,17565,12341,22789,27,19,35,FR,France
+201413,7,17723,12128,23318,28,19,37,FR,France
+201412,7,14097,9068,19126,22,14,30,FR,France
+201411,7,15073,10122,20024,23,15,31,FR,France
+201410,7,16941,11407,22475,26,17,35,FR,France
+201409,7,15621,10397,20845,24,16,32,FR,France
+201408,7,19870,14111,25629,31,22,40,FR,France
+201407,7,15327,10359,20295,24,16,32,FR,France
+201406,7,16534,11424,21644,26,18,34,FR,France
+201405,7,12071,7897,16245,19,12,26,FR,France
+201404,7,15767,10826,20708,25,17,33,FR,France
+201403,7,12852,8190,17514,20,13,27,FR,France
+201402,7,12465,7896,17034,19,12,26,FR,France
+201401,7,22504,15572,29436,35,24,46,FR,France
+201352,7,13843,8314,19372,22,13,31,FR,France
+201351,7,12787,7843,17731,20,12,28,FR,France
+201350,7,11421,7184,15658,18,11,25,FR,France
+201349,7,10146,6171,14121,16,10,22,FR,France
+201348,7,6708,3361,10055,11,6,16,FR,France
+201347,7,9940,5667,14213,16,9,23,FR,France
+201346,7,5110,2148,8072,8,3,13,FR,France
+201345,7,7669,3726,11612,12,6,18,FR,France
+201344,7,10655,5983,15327,17,10,24,FR,France
+201343,7,8192,3927,12457,13,6,20,FR,France
+201342,7,12324,7315,17333,19,11,27,FR,France
+201341,7,9487,5101,13873,15,8,22,FR,France
+201340,7,4114,1452,6776,6,2,10,FR,France
+201339,7,5037,1810,8264,8,3,13,FR,France
+201338,7,4449,1499,7399,7,2,12,FR,France
+201337,7,5212,1954,8470,8,3,13,FR,France
+201336,7,3481,606,6356,5,0,10,FR,France
+201335,7,3486,281,6691,5,0,10,FR,France
+201334,7,3994,670,7318,6,1,11,FR,France
+201333,7,3758,372,7144,6,1,11,FR,France
+201332,7,2986,635,5337,5,1,9,FR,France
+201331,7,9137,3957,14317,14,6,22,FR,France
+201330,7,13810,6870,20750,22,11,33,FR,France
+201329,7,12278,6878,17678,19,11,27,FR,France
+201328,7,17146,10622,23670,27,17,37,FR,France
+201327,7,13859,8697,19021,22,14,30,FR,France
+201326,7,17956,11585,24327,28,18,38,FR,France
+201325,7,24609,17743,31475,39,28,50,FR,France
+201324,7,23981,17469,30493,38,28,48,FR,France
+201323,7,15848,10235,21461,25,16,34,FR,France
+201322,7,12528,7759,17297,20,13,27,FR,France
+201321,7,10637,6458,14816,17,10,24,FR,France
+201320,7,12435,7726,17144,19,12,26,FR,France
+201319,7,14230,8491,19969,22,13,31,FR,France
+201318,7,17735,11898,23572,28,19,37,FR,France
+201317,7,25213,18328,32098,39,28,50,FR,France
+201316,7,23918,16084,31752,37,25,49,FR,France
+201315,7,15307,10483,20131,24,16,32,FR,France
+201314,7,19302,13484,25120,30,21,39,FR,France
+201313,7,18224,11953,24495,29,19,39,FR,France
+201312,7,17413,11819,23007,27,18,36,FR,France
+201311,7,16229,10756,21702,25,16,34,FR,France
+201310,7,16515,10966,22064,26,17,35,FR,France
+201309,7,16338,11305,21371,26,18,34,FR,France
+201308,7,17915,12458,23372,28,19,37,FR,France
+201307,7,12245,7795,16695,19,12,26,FR,France
+201306,7,13305,8249,18361,21,13,29,FR,France
+201305,7,11184,6677,15691,18,11,25,FR,France
+201304,7,16505,11326,21684,26,18,34,FR,France
+201303,7,10434,6735,14133,16,10,22,FR,France
+201302,7,14746,9924,19568,23,15,31,FR,France
+201301,7,22537,16290,28784,35,25,45,FR,France
+201252,7,14682,9011,20353,23,14,32,FR,France
+201251,7,15811,10483,21139,25,17,33,FR,France
+201250,7,19840,13797,25883,31,21,41,FR,France
+201249,7,11967,7591,16343,19,12,26,FR,France
+201248,7,12897,8376,17418,20,13,27,FR,France
+201247,7,11934,7042,16826,19,11,27,FR,France
+201246,7,10741,6201,15281,17,10,24,FR,France
+201245,7,20339,12476,28202,32,20,44,FR,France
+201244,7,8472,4834,12110,13,7,19,FR,France
+201243,7,11375,7120,15630,18,11,25,FR,France
+201242,7,11450,6987,15913,18,11,25,FR,France
+201241,7,8700,4885,12515,14,8,20,FR,France
+201240,7,9175,5327,13023,14,8,20,FR,France
+201239,7,4058,1438,6678,6,2,10,FR,France
+201238,7,2684,621,4747,4,1,7,FR,France
+201237,7,2505,0,5339,4,0,8,FR,France
+201236,7,3930,291,7569,6,0,12,FR,France
+201235,7,3515,884,6146,6,2,10,FR,France
+201234,7,5663,2195,9131,9,4,14,FR,France
+201233,7,7969,3171,12767,13,5,21,FR,France
+201232,7,9206,2073,16339,14,3,25,FR,France
+201231,7,7579,3540,11618,12,6,18,FR,France
+201230,7,11253,5812,16694,18,9,27,FR,France
+201229,7,20711,13977,27445,33,22,44,FR,France
+201228,7,16966,9789,24143,27,16,38,FR,France
+201227,7,17733,11174,24292,28,18,38,FR,France
+201226,7,20974,13153,28795,33,21,45,FR,France
+201225,7,25480,17130,33830,40,27,53,FR,France
+201224,7,17872,11690,24054,28,18,38,FR,France
+201223,7,22034,15327,28741,35,24,46,FR,France
+201222,7,18774,11901,25647,30,19,41,FR,France
+201221,7,18515,9501,27529,29,15,43,FR,France
+201220,7,17026,9608,24444,27,15,39,FR,France
+201219,7,13599,8726,18472,21,13,29,FR,France
+201218,7,16482,10836,22128,26,17,35,FR,France
+201217,7,18041,12040,24042,28,19,37,FR,France
+201216,7,16251,10239,22263,26,17,35,FR,France
+201215,7,10203,5281,15125,16,8,24,FR,France
+201214,7,7426,3526,11326,12,6,18,FR,France
+201213,7,12507,5913,19101,20,10,30,FR,France
+201212,7,12006,6344,17668,19,10,28,FR,France
+201211,7,11997,7398,16596,19,12,26,FR,France
+201210,7,15569,9700,21438,25,16,34,FR,France
+201209,7,18085,12427,23743,28,19,37,FR,France
+201208,7,13515,8822,18208,21,14,28,FR,France
+201207,7,12594,7774,17414,20,12,28,FR,France
+201206,7,15273,9953,20593,24,16,32,FR,France
+201205,7,12192,7305,17079,19,11,27,FR,France
+201204,7,10248,4996,15500,16,8,24,FR,France
+201203,7,11474,6843,16105,18,11,25,FR,France
+201202,7,13651,8191,19111,21,12,30,FR,France
+201201,7,14028,9063,18993,22,14,30,FR,France
+201152,7,21306,14321,28291,34,23,45,FR,France
+201151,7,14945,8910,20980,24,14,34,FR,France
+201150,7,10051,5417,14685,16,9,23,FR,France
+201149,7,10075,5049,15101,16,8,24,FR,France
+201148,7,9018,5083,12953,14,8,20,FR,France
+201147,7,10055,4853,15257,16,8,24,FR,France
+201146,7,7721,3993,11449,12,6,18,FR,France
+201145,7,5764,1962,9566,9,3,15,FR,France
+201144,7,6178,2704,9652,10,5,15,FR,France
+201143,7,6168,2653,9683,10,4,16,FR,France
+201142,7,6713,3036,10390,11,5,17,FR,France
+201141,7,4184,1543,6825,7,3,11,FR,France
+201140,7,3114,618,5610,5,1,9,FR,France
+201139,7,2504,414,4594,4,1,7,FR,France
+201138,7,3386,585,6187,5,1,9,FR,France
+201137,7,1183,9,2357,2,0,4,FR,France
+201136,7,3367,478,6256,5,0,10,FR,France
+201135,7,5945,2380,9510,9,3,15,FR,France
+201134,7,3180,891,5469,5,1,9,FR,France
+201133,7,4960,1053,8867,8,2,14,FR,France
+201132,7,7230,1500,12960,11,2,20,FR,France
+201131,7,10789,4593,16985,17,7,27,FR,France
+201130,7,23137,9828,36446,37,16,58,FR,France
+201129,7,10056,4896,15216,16,8,24,FR,France
+201128,7,13428,7761,19095,21,12,30,FR,France
+201127,7,20770,13604,27936,33,22,44,FR,France
+201126,7,16862,10623,23101,27,17,37,FR,France
+201125,7,19411,12763,26059,31,20,42,FR,France
+201124,7,18584,12337,24831,29,19,39,FR,France
+201123,7,20707,14800,26614,33,24,42,FR,France
+201122,7,16995,11552,22438,27,18,36,FR,France
+201121,7,19179,12997,25361,30,20,40,FR,France
+201120,7,21512,15082,27942,34,24,44,FR,France
+201119,7,18038,12286,23790,29,20,38,FR,France
+201118,7,18512,13142,23882,29,21,37,FR,France
+201117,7,20715,14602,26828,33,23,43,FR,France
+201116,7,18128,12859,23397,29,21,37,FR,France
+201115,7,22169,16454,27884,35,26,44,FR,France
+201114,7,17431,12573,22289,28,20,36,FR,France
+201113,7,15637,10796,20478,25,17,33,FR,France
+201112,7,14856,9810,19902,24,16,32,FR,France
+201111,7,12156,7712,16600,19,12,26,FR,France
+201110,7,12987,8644,17330,21,14,28,FR,France
+201109,7,11971,7656,16286,19,12,26,FR,France
+201108,7,17295,11843,22747,27,18,36,FR,France
+201107,7,12488,7431,17545,20,12,28,FR,France
+201106,7,9801,6179,13423,16,10,22,FR,France
+201105,7,10857,7046,14668,17,11,23,FR,France
+201104,7,13749,9496,18002,22,15,29,FR,France
+201103,7,12936,8875,16997,20,14,26,FR,France
+201102,7,9451,6208,12694,15,10,20,FR,France
+201101,7,14380,10066,18694,23,16,30,FR,France
+201052,7,13112,8997,17227,21,14,28,FR,France
+201051,7,12055,8046,16064,19,13,25,FR,France
+201050,7,8281,5242,11320,13,8,18,FR,France
+201049,7,12525,8601,16449,20,14,26,FR,France
+201048,7,9048,5627,12469,14,9,19,FR,France
+201047,7,7329,4256,10402,12,7,17,FR,France
+201046,7,8955,5377,12533,14,8,20,FR,France
+201045,7,4800,2269,7331,8,4,12,FR,France
+201044,7,11274,7155,15393,18,11,25,FR,France
+201043,7,8144,4621,11667,13,7,19,FR,France
+201042,7,9178,5507,12849,15,9,21,FR,France
+201041,7,7110,3983,10237,11,6,16,FR,France
+201040,7,5196,2450,7942,8,4,12,FR,France
+201039,7,3415,964,5866,5,1,9,FR,France
+201038,7,3057,681,5433,5,1,9,FR,France
+201037,7,1056,0,2338,2,0,4,FR,France
+201036,7,1629,241,3017,3,1,5,FR,France
+201035,7,5847,1895,9799,9,3,15,FR,France
+201034,7,4649,1665,7633,7,2,12,FR,France
+201033,7,3972,1372,6572,6,2,10,FR,France
+201032,7,4307,1345,7269,7,2,12,FR,France
+201031,7,7403,3912,10894,12,6,18,FR,France
+201030,7,8502,4404,12600,14,7,21,FR,France
+201029,7,14481,8874,20088,23,14,32,FR,France
+201028,7,28483,18947,38019,45,30,60,FR,France
+201027,7,25965,18206,33724,41,29,53,FR,France
+201026,7,22628,16253,29003,36,26,46,FR,France
+201025,7,21027,15245,26809,33,24,42,FR,France
+201024,7,26164,19503,32825,42,31,53,FR,France
+201023,7,19858,14032,25684,32,23,41,FR,France
+201022,7,22275,16460,28090,35,26,44,FR,France
+201021,7,24815,18263,31367,40,30,50,FR,France
+201020,7,22370,16020,28720,36,26,46,FR,France
+201019,7,25552,18564,32540,41,30,52,FR,France
+201018,7,18894,13264,24524,30,21,39,FR,France
+201017,7,17512,12221,22803,28,20,36,FR,France
+201016,7,21439,15519,27359,34,25,43,FR,France
+201015,7,26362,19735,32989,42,31,53,FR,France
+201014,7,20168,14274,26062,32,23,41,FR,France
+201013,7,18917,13394,24440,30,21,39,FR,France
+201012,7,18171,12995,23347,29,21,37,FR,France
+201011,7,13401,9041,17761,21,14,28,FR,France
+201010,7,18123,12614,23632,29,20,38,FR,France
+201009,7,21145,14746,27544,34,24,44,FR,France
+201008,7,30549,21013,40085,49,34,64,FR,France
+201007,7,25017,17142,32892,40,27,53,FR,France
+201006,7,22358,13688,31028,36,22,50,FR,France
+201005,7,26817,18132,35502,43,29,57,FR,France
+201004,7,14384,8912,19856,23,14,32,FR,France
+201003,7,11821,7294,16348,19,12,26,FR,France
+201002,7,12756,7177,18335,20,11,29,FR,France
+201001,7,14182,9107,19257,23,15,31,FR,France
+200953,7,28213,17662,38764,45,28,62,FR,France
+200952,7,15203,9597,20809,24,15,33,FR,France
+200951,7,17611,11223,23999,28,18,38,FR,France
+200950,7,17430,9879,24981,28,16,40,FR,France
+200949,7,7199,3960,10438,11,6,16,FR,France
+200948,7,14656,9570,19742,23,15,31,FR,France
+200947,7,7051,3901,10201,11,6,16,FR,France
+200946,7,4662,2107,7217,7,3,11,FR,France
+200945,7,15603,9790,21416,25,16,34,FR,France
+200944,7,13165,6629,19701,21,11,31,FR,France
+200943,7,9872,5298,14446,16,9,23,FR,France
+200942,7,13992,7999,19985,22,12,32,FR,France
+200941,7,7811,4267,11355,12,6,18,FR,France
+200940,7,12414,7441,17387,20,12,28,FR,France
+200939,7,4090,921,7259,7,2,12,FR,France
+200938,7,2802,999,4605,4,1,7,FR,France
+200937,7,1989,362,3616,3,0,6,FR,France
+200936,7,1681,212,3150,3,1,5,FR,France
+200935,7,3605,1131,6079,6,2,10,FR,France
+200934,7,8863,3112,14614,14,5,23,FR,France
+200933,7,6592,965,12219,10,1,19,FR,France
+200932,7,9370,4069,14671,15,7,23,FR,France
+200931,7,18728,0,38349,30,0,61,FR,France
+200930,7,10418,5698,15138,17,9,25,FR,France
+200929,7,14716,8450,20982,23,13,33,FR,France
+200928,7,21297,14200,28394,34,23,45,FR,France
+200927,7,22300,14361,30239,36,23,49,FR,France
+200926,7,24817,17154,32480,40,28,52,FR,France
+200925,7,22427,15617,29237,36,25,47,FR,France
+200924,7,14666,9828,19504,23,15,31,FR,France
+200923,7,18094,10701,25487,29,17,41,FR,France
+200922,7,20358,14457,26259,32,23,41,FR,France
+200921,7,23147,16066,30228,37,26,48,FR,France
+200920,7,27753,19893,35613,44,31,57,FR,France
+200919,7,29529,19088,39970,47,30,64,FR,France
+200918,7,17676,11359,23993,28,18,38,FR,France
+200917,7,21880,15613,28147,35,25,45,FR,France
+200916,7,23899,16714,31084,38,27,49,FR,France
+200915,7,21717,14784,28650,35,24,46,FR,France
+200914,7,22143,14930,29356,35,24,46,FR,France
+200913,7,23445,16436,30454,37,26,48,FR,France
+200912,7,17997,11343,24651,29,18,40,FR,France
+200911,7,22428,14154,30702,36,23,49,FR,France
+200910,7,21362,13994,28730,34,22,46,FR,France
+200909,7,26922,18447,35397,43,30,56,FR,France
+200908,7,20424,13766,27082,33,22,44,FR,France
+200907,7,23181,15024,31338,37,24,50,FR,France
+200906,7,29147,20804,37490,46,33,59,FR,France
+200905,7,14176,8933,19419,23,15,31,FR,France
+200904,7,14887,10004,19770,24,16,32,FR,France
+200903,7,12650,7578,17722,20,12,28,FR,France
+200902,7,22806,13997,31615,36,22,50,FR,France
+200901,7,27073,17648,36498,43,28,58,FR,France
+200852,7,13485,8749,18221,22,14,30,FR,France
+200851,7,10984,7406,14562,18,12,24,FR,France
+200850,7,12868,7126,18610,21,12,30,FR,France
+200849,7,11365,4402,18328,19,8,30,FR,France
+200848,7,14199,5494,22904,23,9,37,FR,France
+200847,7,15819,7899,23739,26,13,39,FR,France
+200846,7,8147,4546,11748,13,7,19,FR,France
+200845,7,10538,5244,15832,17,8,26,FR,France
+200844,7,10753,6665,14841,18,11,25,FR,France
+200843,7,9420,5654,13186,15,9,21,FR,France
+200842,7,10865,5017,16713,18,8,28,FR,France
+200841,7,8583,3541,13625,14,6,22,FR,France
+200840,7,8164,3051,13277,13,5,21,FR,France
+200839,7,5477,2331,8623,9,4,14,FR,France
+200838,7,3780,1129,6431,6,2,10,FR,France
+200837,7,4612,1860,7364,8,4,12,FR,France
+200836,7,2821,365,5277,5,1,9,FR,France
+200835,7,2304,0,4896,4,0,8,FR,France
+200834,7,4452,915,7989,7,1,13,FR,France
+200833,7,5347,1116,9578,9,2,16,FR,France
+200832,7,5294,1512,9076,9,3,15,FR,France
+200831,7,10207,5298,15116,17,9,25,FR,France
+200830,7,10220,5331,15109,17,9,25,FR,France
+200829,7,10071,5148,14994,16,8,24,FR,France
+200828,7,9826,4460,15192,16,7,25,FR,France
+200827,7,11768,6077,17459,19,10,28,FR,France
+200826,7,15584,10821,20347,25,17,33,FR,France
+200825,7,21617,15364,27870,35,25,45,FR,France
+200824,7,18253,12292,24214,30,20,40,FR,France
+200823,7,14388,8610,20166,23,14,32,FR,France
+200822,7,13560,7829,19291,22,13,31,FR,France
+200821,7,19074,4085,34063,31,7,55,FR,France
+200820,7,18272,12040,24504,30,20,40,FR,France
+200819,7,16110,10352,21868,26,17,35,FR,France
+200818,7,17377,11105,23649,28,18,38,FR,France
+200817,7,27000,19317,34683,44,31,57,FR,France
+200816,7,23002,15304,30700,37,24,50,FR,France
+200815,7,25454,15856,35052,41,25,57,FR,France
+200814,7,22236,15623,28849,36,25,47,FR,France
+200813,7,20308,13107,27509,33,21,45,FR,France
+200812,7,22462,15587,29337,37,26,48,FR,France
+200811,7,20505,13958,27052,33,22,44,FR,France
+200810,7,18078,11784,24372,29,19,39,FR,France
+200809,7,20474,14073,26875,33,23,43,FR,France
+200808,7,21441,15042,27840,35,25,45,FR,France
+200807,7,17894,12348,23440,29,20,38,FR,France
+200806,7,16310,11091,21529,27,18,36,FR,France
+200805,7,16684,11106,22262,27,18,36,FR,France
+200804,7,20997,14662,27332,34,24,44,FR,France
+200803,7,19263,11093,27433,31,18,44,FR,France
+200802,7,20501,13032,27970,33,21,45,FR,France
+200801,7,20780,14093,27467,34,23,45,FR,France
+200752,7,18010,11329,24691,29,18,40,FR,France
+200751,7,20052,12509,27595,33,21,45,FR,France
+200750,7,19059,12513,25605,31,20,42,FR,France
+200749,7,18394,12805,23983,30,21,39,FR,France
+200748,7,10765,5871,15659,18,10,26,FR,France
+200747,7,10703,1791,19615,17,2,32,FR,France
+200746,7,12318,4207,20429,20,7,33,FR,France
+200745,7,12352,0,29660,20,0,48,FR,France
+200744,7,7897,3419,12375,13,6,20,FR,France
+200743,7,5788,2306,9270,9,3,15,FR,France
+200742,7,5993,2329,9657,10,4,16,FR,France
+200741,7,7130,0,17274,12,0,29,FR,France
+200740,7,8146,940,15352,13,1,25,FR,France
+200739,7,3916,500,7332,6,0,12,FR,France
+200738,7,2691,462,4920,4,0,8,FR,France
+200737,7,4100,1263,6937,7,2,12,FR,France
+200736,7,1580,0,3223,3,0,6,FR,France
+200735,7,3471,0,7162,6,0,12,FR,France
+200734,7,3333,0,6764,5,0,11,FR,France
+200733,7,3241,451,6031,5,0,10,FR,France
+200732,7,7321,2112,12530,12,4,20,FR,France
+200731,7,9932,3688,16176,16,6,26,FR,France
+200730,7,9879,3616,16142,16,6,26,FR,France
+200729,7,17227,7803,26651,28,13,43,FR,France
+200728,7,14874,7763,21985,24,12,36,FR,France
+200727,7,13500,7382,19618,22,12,32,FR,France
+200726,7,15454,9522,21386,25,15,35,FR,France
+200725,7,20567,13847,27287,34,23,45,FR,France
+200724,7,26470,18336,34604,43,30,56,FR,France
+200723,7,23443,15824,31062,38,26,50,FR,France
+200722,7,18811,11559,26063,31,19,43,FR,France
+200721,7,15325,9347,21303,25,15,35,FR,France
+200720,7,17507,11589,23425,29,19,39,FR,France
+200719,7,22692,15113,30271,37,25,49,FR,France
+200718,7,20630,13394,27866,34,22,46,FR,France
+200717,7,23755,14388,33122,39,24,54,FR,France
+200716,7,23388,16188,30588,38,26,50,FR,France
+200715,7,25695,17711,33679,42,29,55,FR,France
+200714,7,16974,9959,23989,28,17,39,FR,France
+200713,7,24625,16598,32652,40,27,53,FR,France
+200712,7,20303,11331,29275,33,18,48,FR,France
+200711,7,33056,21724,44388,54,36,72,FR,France
+200710,7,20775,12182,29368,34,20,48,FR,France
+200709,7,18750,12252,25248,31,20,42,FR,France
+200708,7,19458,12998,25918,32,21,43,FR,France
+200707,7,20978,14822,27134,34,24,44,FR,France
+200706,7,14466,9375,19557,24,16,32,FR,France
+200705,7,15339,9771,20907,25,16,34,FR,France
+200704,7,19661,13333,25989,32,22,42,FR,France
+200703,7,16211,10323,22099,26,16,36,FR,France
+200702,7,15631,10037,21225,25,16,34,FR,France
+200701,7,16483,10582,22384,27,17,37,FR,France
+200652,7,20472,13371,27573,34,22,46,FR,France
+200651,7,20557,12905,28209,34,21,47,FR,France
+200650,7,11364,6541,16187,19,11,27,FR,France
+200649,7,12518,6273,18763,21,11,31,FR,France
+200648,7,8028,2783,13273,13,4,22,FR,France
+200647,7,6240,2268,10212,10,3,17,FR,France
+200646,7,4953,1841,8065,8,3,13,FR,France
+200645,7,4064,1178,6950,7,2,12,FR,France
+200644,7,5300,1084,9516,9,2,16,FR,France
+200643,7,3518,1027,6009,6,2,10,FR,France
+200642,7,2885,539,5231,5,1,9,FR,France
+200641,7,4405,123,8687,7,0,14,FR,France
+200640,7,2513,0,5505,4,0,9,FR,France
+200639,7,992,0,2812,2,0,5,FR,France
+200638,7,1363,0,3045,2,0,5,FR,France
+200637,7,992,0,2711,2,0,5,FR,France
+200636,7,820,0,2313,1,0,3,FR,France
+200635,7,614,0,1628,1,0,3,FR,France
+200634,7,1149,0,2623,2,0,4,FR,France
+200633,7,161,0,630,0,0,1,FR,France
+200632,7,476,0,1785,1,0,3,FR,France
+200631,7,6255,754,11756,10,1,19,FR,France
+200630,7,7140,2123,12157,12,4,20,FR,France
+200629,7,6227,2488,9966,10,4,16,FR,France
+200628,7,13044,6388,19700,21,10,32,FR,France
+200627,7,18263,9407,27119,30,15,45,FR,France
+200626,7,12465,6504,18426,20,10,30,FR,France
+200625,7,14114,8492,19736,23,14,32,FR,France
+200624,7,14773,9362,20184,24,15,33,FR,France
+200623,7,12338,7512,17164,20,12,28,FR,France
+200622,7,12669,7540,17798,21,13,29,FR,France
+200621,7,15426,9709,21143,25,16,34,FR,France
+200620,7,10366,6001,14731,17,10,24,FR,France
+200619,7,13862,8779,18945,23,15,31,FR,France
+200618,7,11495,6482,16508,19,11,27,FR,France
+200617,7,16230,9656,22804,27,16,38,FR,France
+200616,7,17624,10886,24362,29,18,40,FR,France
+200615,7,18171,11485,24857,30,19,41,FR,France
+200614,7,19218,13041,25395,31,21,41,FR,France
+200613,7,16805,11064,22546,28,19,37,FR,France
+200612,7,17604,12029,23179,29,20,38,FR,France
+200611,7,15789,10289,21289,26,17,35,FR,France
+200610,7,16775,11238,22312,27,18,36,FR,France
+200609,7,16734,11153,22315,27,18,36,FR,France
+200608,7,16964,11317,22611,28,19,37,FR,France
+200607,7,11878,7047,16709,19,11,27,FR,France
+200606,7,18915,13000,24830,31,21,41,FR,France
+200605,7,16029,10665,21393,26,17,35,FR,France
+200604,7,11400,7136,15664,19,12,26,FR,France
+200603,7,15577,10494,20660,26,18,34,FR,France
+200602,7,10313,6274,14352,17,10,24,FR,France
+200601,7,20058,13481,26635,33,22,44,FR,France
+200552,7,16588,9246,23930,27,15,39,FR,France
+200551,7,27150,14219,40081,45,24,66,FR,France
+200550,7,14340,8527,20153,24,14,34,FR,France
+200549,7,12056,6953,17159,20,12,28,FR,France
+200548,7,15056,8846,21266,25,15,35,FR,France
+200547,7,14805,7691,21919,24,12,36,FR,France
+200546,7,8390,2583,14197,14,4,24,FR,France
+200545,7,11513,3776,19250,19,6,32,FR,France
+200544,7,10086,2788,17384,17,5,29,FR,France
+200543,7,9316,2080,16552,15,3,27,FR,France
+200542,7,8373,3760,12986,14,6,22,FR,France
+200541,7,11587,6045,17129,19,10,28,FR,France
+200540,7,12374,6622,18126,20,11,29,FR,France
+200539,7,4450,1509,7391,7,2,12,FR,France
+200538,7,2272,67,4477,4,0,8,FR,France
+200537,7,1677,0,3664,3,0,6,FR,France
+200536,7,3369,510,6228,6,1,11,FR,France
+200535,7,3124,482,5766,5,1,9,FR,France
+200534,7,6673,1394,11952,11,2,20,FR,France
+200533,7,8588,1696,15480,14,3,25,FR,France
+200532,7,7859,2362,13356,13,4,22,FR,France
+200531,7,9570,3334,15806,16,6,26,FR,France
+200530,7,6172,0,13912,10,0,23,FR,France
+200529,7,12452,5092,19812,21,9,33,FR,France
+200528,7,18277,5762,30792,30,9,51,FR,France
+200527,7,17547,9967,25127,29,16,42,FR,France
+200526,7,27248,18071,36425,45,30,60,FR,France
+200525,7,14089,8408,19770,23,14,32,FR,France
+200524,7,15632,9553,21711,26,16,36,FR,France
+200523,7,20069,12360,27778,33,20,46,FR,France
+200522,7,20392,9119,31665,34,15,53,FR,France
+200521,7,13623,8254,18992,22,13,31,FR,France
+200520,7,17482,10870,24094,29,18,40,FR,France
+200519,7,12622,7407,17837,21,12,30,FR,France
+200518,7,10630,5706,15554,18,10,26,FR,France
+200517,7,14979,8429,21529,25,14,36,FR,France
+200516,7,11520,6566,16474,19,11,27,FR,France
+200515,7,9114,4530,13698,15,7,23,FR,France
+200514,7,16876,10333,23419,28,17,39,FR,France
+200513,7,12513,7324,17702,21,12,30,FR,France
+200512,7,15395,9108,21682,25,15,35,FR,France
+200511,7,12702,7588,17816,21,13,29,FR,France
+200510,7,11279,6465,16093,19,11,27,FR,France
+200509,7,13085,7767,18403,22,13,31,FR,France
+200508,7,10359,6162,14556,17,10,24,FR,France
+200507,7,18640,12932,24348,31,22,40,FR,France
+200506,7,11814,7295,16333,20,13,27,FR,France
+200505,7,15387,10293,20481,25,17,33,FR,France
+200504,7,12525,7897,17153,21,13,29,FR,France
+200503,7,15946,10225,21667,26,17,35,FR,France
+200502,7,12669,7600,17738,21,13,29,FR,France
+200501,7,14192,8841,19543,23,14,32,FR,France
+200453,7,17869,11244,24494,30,19,41,FR,France
+200452,7,16974,10864,23084,28,18,38,FR,France
+200451,7,14890,9250,20530,25,16,34,FR,France
+200450,7,17657,10659,24655,29,17,41,FR,France
+200449,7,16219,8194,24244,27,14,40,FR,France
+200448,7,7162,2532,11792,12,4,20,FR,France
+200447,7,8816,4136,13496,15,7,23,FR,France
+200446,7,6806,2939,10673,11,5,17,FR,France
+200445,7,9065,2889,15241,15,5,25,FR,France
+200444,7,9795,4169,15421,16,7,25,FR,France
+200443,7,5673,2412,8934,9,4,14,FR,France
+200442,7,3038,802,5274,5,1,9,FR,France
+200441,7,5061,1296,8826,8,2,14,FR,France
+200440,7,3409,690,6128,6,1,11,FR,France
+200439,7,5226,1044,9408,9,2,16,FR,France
+200438,7,3412,0,7137,6,0,12,FR,France
+200437,7,4351,537,8165,7,1,13,FR,France
+200436,7,5121,1260,8982,9,3,15,FR,France
+200435,7,7279,2610,11948,12,4,20,FR,France
+200434,7,6425,1962,10888,11,4,18,FR,France
+200433,7,11183,5394,16972,19,9,29,FR,France
+200432,7,15854,7918,23790,26,13,39,FR,France
+200431,7,17793,5261,30325,30,9,51,FR,France
+200430,7,23244,14352,32136,39,24,54,FR,France
+200429,7,34645,23193,46097,58,39,77,FR,France
+200428,7,19481,11767,27195,32,19,45,FR,France
+200427,7,21322,8377,34267,35,13,57,FR,France
+200426,7,17171,7899,26443,29,14,44,FR,France
+200425,7,26606,17976,35236,44,30,58,FR,France
+200424,7,26142,17142,35142,43,28,58,FR,France
+200423,7,23643,15715,31571,39,26,52,FR,France
+200422,7,16119,9794,22444,27,16,38,FR,France
+200421,7,20283,12915,27651,34,22,46,FR,France
+200420,7,15730,9735,21725,26,16,36,FR,France
+200419,7,22791,15145,30437,38,25,51,FR,France
+200418,7,17807,11014,24600,30,19,41,FR,France
+200417,7,19913,12212,27614,33,20,46,FR,France
+200416,7,19289,11424,27154,32,19,45,FR,France
+200415,7,20587,13594,27580,34,22,46,FR,France
+200414,7,24610,16629,32591,41,28,54,FR,France
+200413,7,22910,15782,30038,38,26,50,FR,France
+200412,7,23468,15220,31716,39,25,53,FR,France
+200411,7,23977,16337,31617,40,27,53,FR,France
+200410,7,25519,15764,35274,42,26,58,FR,France
+200409,7,26592,17202,35982,44,28,60,FR,France
+200408,7,22820,15102,30538,38,25,51,FR,France
+200407,7,23871,16628,31114,40,28,52,FR,France
+200406,7,24567,15700,33434,41,26,56,FR,France
+200405,7,12869,7824,17914,21,13,29,FR,France
+200404,7,13172,8314,18030,22,14,30,FR,France
+200403,7,6442,3015,9869,11,5,17,FR,France
+200402,7,11126,6305,15947,18,10,26,FR,France
+200401,7,24971,13819,36123,41,22,60,FR,France
+200352,7,4920,0,22288,8,0,37,FR,France
+200351,7,10235,2435,18035,17,4,30,FR,France
+200350,7,9805,5520,14090,16,9,23,FR,France
+200349,7,11685,7721,15649,20,13,27,FR,France
+200348,7,6201,3319,9083,10,5,15,FR,France
+200347,7,4897,1842,7952,8,3,13,FR,France
+200346,7,4596,1236,7956,8,2,14,FR,France
+200345,7,3501,1090,5912,6,2,10,FR,France
+200344,7,3469,894,6044,6,2,10,FR,France
+200343,7,4671,1766,7576,8,3,13,FR,France
+200342,7,3855,955,6755,6,1,11,FR,France
+200341,7,3179,427,5931,5,0,10,FR,France
+200340,7,6983,2852,11114,12,5,19,FR,France
+200339,7,952,0,2308,2,0,4,FR,France
+200338,7,1628,0,3406,3,0,6,FR,France
+200337,7,2995,0,6029,5,0,10,FR,France
+200336,7,3595,0,7784,6,0,13,FR,France
+200335,7,1340,0,4253,2,0,7,FR,France
+200334,7,3842,0,10414,6,0,17,FR,France
+200333,7,7269,0,18830,12,0,31,FR,France
+200332,7,2908,0,6463,5,0,11,FR,France
+200331,7,2053,0,4640,3,0,7,FR,France
+200330,7,5106,259,9953,9,1,17,FR,France
+200329,7,8195,0,21289,14,0,36,FR,France
+200328,7,9002,3511,14493,15,6,24,FR,France
+200327,7,4902,1397,8407,8,2,14,FR,France
+200326,7,17746,7867,27625,30,13,47,FR,France
+200325,7,8190,3460,12920,14,6,22,FR,France
+200324,7,33803,13366,54240,56,22,90,FR,France
+200323,7,14278,6733,21823,24,11,37,FR,France
+200322,7,13397,7140,19654,22,12,32,FR,France
+200321,7,12113,3506,20720,20,6,34,FR,France
+200320,7,10454,5534,15374,17,9,25,FR,France
+200319,7,12833,6772,18894,21,11,31,FR,France
+200318,7,25572,16325,34819,43,28,58,FR,France
+200317,7,21556,11493,31619,36,19,53,FR,France
+200316,7,20007,12091,27923,33,20,46,FR,France
+200315,7,26837,18106,35568,45,30,60,FR,France
+200314,7,19148,10594,27702,32,18,46,FR,France
+200313,7,27087,16490,37684,45,27,63,FR,France
+200312,7,24322,15256,33388,41,26,56,FR,France
+200311,7,21652,12929,30375,36,21,51,FR,France
+200310,7,29033,19506,38560,49,33,65,FR,France
+200309,7,28198,17625,38771,47,29,65,FR,France
+200308,7,36298,22548,50048,61,38,84,FR,France
+200307,7,27050,14994,39106,45,25,65,FR,France
+200306,7,25101,14828,35374,42,25,59,FR,France
+200305,7,15588,7493,23683,26,12,40,FR,France
+200304,7,17141,9713,24569,29,17,41,FR,France
+200303,7,18329,11799,24859,31,20,42,FR,France
+200302,7,18829,10035,27623,31,16,46,FR,France
+200301,7,22582,11488,33676,38,19,57,FR,France
+200252,7,20417,12258,28576,34,20,48,FR,France
+200251,7,22444,14164,30724,38,24,52,FR,France
+200250,7,10873,6406,15340,18,10,26,FR,France
+200249,7,16468,2559,30377,28,5,51,FR,France
+200248,7,10264,4123,16405,17,7,27,FR,France
+200247,7,12129,4283,19975,20,7,33,FR,France
+200246,7,5507,1186,9828,9,2,16,FR,France
+200245,7,9335,4813,13857,16,8,24,FR,France
+200244,7,9388,2462,16314,16,4,28,FR,France
+200243,7,10756,4601,16911,18,8,28,FR,France
+200242,7,8703,3946,13460,15,7,23,FR,France
+200241,7,7695,3062,12328,13,5,21,FR,France
+200240,7,7097,2512,11682,12,4,20,FR,France
+200239,7,6215,2540,9890,10,4,16,FR,France
+200238,7,4237,1165,7309,7,2,12,FR,France
+200237,7,1210,0,2674,2,0,4,FR,France
+200236,7,2671,314,5028,4,0,8,FR,France
+200235,7,1193,0,3093,2,0,5,FR,France
+200234,7,5394,1014,9774,9,2,16,FR,France
+200233,7,5395,510,10280,9,1,17,FR,France
+200232,7,11308,1117,21499,19,2,36,FR,France
+200231,7,7163,1350,12976,12,2,22,FR,France
+200230,7,10184,3615,16753,17,6,28,FR,France
+200229,7,11146,5228,17064,19,9,29,FR,France
+200228,7,15908,8318,23498,27,14,40,FR,France
+200227,7,12124,441,23807,20,0,40,FR,France
+200226,7,18706,4188,33224,31,7,55,FR,France
+200225,7,18807,9408,28206,32,16,48,FR,France
+200224,7,15035,9084,20986,25,15,35,FR,France
+200223,7,12617,6916,18318,21,11,31,FR,France
+200222,7,18851,10747,26955,32,18,46,FR,France
+200221,7,14282,7527,21037,24,13,35,FR,France
+200220,7,12558,6860,18256,21,11,31,FR,France
+200219,7,18605,11518,25692,31,19,43,FR,France
+200218,7,10857,5495,16219,18,9,27,FR,France
+200217,7,16252,9537,22967,27,16,38,FR,France
+200216,7,10284,5016,15552,17,8,26,FR,France
+200215,7,19217,9502,28932,32,16,48,FR,France
+200214,7,15585,6215,24955,26,10,42,FR,France
+200213,7,29411,13274,45548,49,22,76,FR,France
+200212,7,12354,7208,17500,21,12,30,FR,France
+200211,7,11781,7053,16509,20,12,28,FR,France
+200210,7,9450,5283,13617,16,9,23,FR,France
+200209,7,11735,5297,18173,20,9,31,FR,France
+200208,7,8153,3653,12653,14,6,22,FR,France
+200207,7,6992,3354,10630,12,6,18,FR,France
+200206,7,7857,3052,12662,13,5,21,FR,France
+200205,7,7405,2868,11942,12,4,20,FR,France
+200204,7,13562,7935,19189,23,14,32,FR,France
+200203,7,8152,4543,11761,14,8,20,FR,France
+200202,7,9486,4411,14561,16,7,25,FR,France
+200201,7,6329,1565,11093,11,3,19,FR,France
+200152,7,5566,2267,8865,9,3,15,FR,France
+200151,7,6045,2630,9460,10,4,16,FR,France
+200150,7,11601,4100,19102,20,7,33,FR,France
+200149,7,5828,851,10805,10,2,18,FR,France
+200148,7,9965,5007,14923,17,9,25,FR,France
+200147,7,6292,2021,10563,11,4,18,FR,France
+200146,7,5424,2218,8630,9,4,14,FR,France
+200145,7,9468,5023,13913,16,8,24,FR,France
+200144,7,4941,1881,8001,8,3,13,FR,France
+200143,7,6978,3201,10755,12,6,18,FR,France
+200142,7,6726,3147,10305,11,5,17,FR,France
+200141,7,5410,1849,8971,9,3,15,FR,France
+200140,7,3320,637,6003,6,1,11,FR,France
+200139,7,1152,0,2569,2,0,4,FR,France
+200138,7,864,0,2411,1,0,4,FR,France
+200137,7,1234,0,3393,2,0,6,FR,France
+200136,7,391,0,1256,1,0,2,FR,France
+200135,7,2539,0,6274,4,0,10,FR,France
+200134,7,1946,0,4439,3,0,7,FR,France
+200133,7,655,0,2046,1,0,3,FR,France
+200132,7,4619,0,10912,8,0,19,FR,France
+200131,7,7622,1190,14054,13,2,24,FR,France
+200130,7,13686,4678,22694,23,8,38,FR,France
+200129,7,12966,4727,21205,22,8,36,FR,France
+200128,7,20908,11957,29859,35,20,50,FR,France
+200127,7,26634,17739,35529,45,30,60,FR,France
+200126,7,13863,7666,20060,23,13,33,FR,France
+200125,7,17329,9452,25206,29,16,42,FR,France
+200124,7,10961,6673,15249,19,12,26,FR,France
+200123,7,7892,3888,11896,13,6,20,FR,France
+200122,7,10912,4621,17203,18,7,29,FR,France
+200121,7,10194,5217,15171,17,9,25,FR,France
+200120,7,10390,5710,15070,18,10,26,FR,France
+200119,7,10976,5927,16025,19,10,28,FR,France
+200118,7,11933,6833,17033,20,11,29,FR,France
+200117,7,16250,9256,23244,27,15,39,FR,France
+200116,7,14131,8691,19571,24,15,33,FR,France
+200115,7,11033,6411,15655,19,11,27,FR,France
+200114,7,18381,12349,24413,31,21,41,FR,France
+200113,7,15253,9582,20924,26,16,36,FR,France
+200112,7,12761,8155,17367,22,14,30,FR,France
+200111,7,11592,6790,16394,20,12,28,FR,France
+200110,7,11220,6697,15743,19,11,27,FR,France
+200109,7,10984,6431,15537,19,11,27,FR,France
+200108,7,18335,10145,26525,31,17,45,FR,France
+200107,7,17404,10389,24419,29,17,41,FR,France
+200106,7,18382,10498,26266,31,18,44,FR,France
+200105,7,13455,7904,19006,23,14,32,FR,France
+200104,7,16438,10780,22096,28,18,38,FR,France
+200103,7,18174,12049,24299,31,21,41,FR,France
+200102,7,22905,16080,29730,39,27,51,FR,France
+200101,7,29487,21117,37857,50,36,64,FR,France
+200052,7,17041,10342,23740,29,18,40,FR,France
+200051,7,11749,7358,16140,20,13,27,FR,France
+200050,7,14215,8706,19724,24,15,33,FR,France
+200049,7,10172,5845,14499,17,10,24,FR,France
+200048,7,13683,8322,19044,23,14,32,FR,France
+200047,7,9924,5066,14782,17,9,25,FR,France
+200046,7,11103,5449,16757,19,9,29,FR,France
+200045,7,7870,3542,12198,13,6,20,FR,France
+200044,7,11328,6118,16538,19,10,28,FR,France
+200043,7,5292,1687,8897,9,3,15,FR,France
+200042,7,4410,1293,7527,8,3,13,FR,France
+200041,7,5242,1813,8671,9,3,15,FR,France
+200040,7,4066,1351,6781,7,2,12,FR,France
+200039,7,4574,885,8263,8,2,14,FR,France
+200038,7,8241,3875,12607,14,7,21,FR,France
+200037,7,3124,423,5825,5,0,10,FR,France
+200036,7,731,0,2044,1,0,3,FR,France
+200035,7,6605,959,12251,11,1,21,FR,France
+200034,7,6924,931,12917,12,2,22,FR,France
+200033,7,10713,3957,17469,18,7,29,FR,France
+200032,7,15736,5003,26469,27,9,45,FR,France
+200031,7,13088,5542,20634,22,9,35,FR,France
+200030,7,16422,9062,23782,28,15,41,FR,France
+200029,7,16543,8116,24970,28,14,42,FR,France
+200028,7,12868,5178,20558,22,9,35,FR,France
+200027,7,18228,10887,25569,31,19,43,FR,France
+200026,7,17377,10789,23965,30,19,41,FR,France
+200025,7,22600,15119,30081,38,25,51,FR,France
+200024,7,16046,10504,21588,27,18,36,FR,France
+200023,7,11887,6681,17093,20,11,29,FR,France
+200022,7,26275,18762,33788,45,32,58,FR,France
+200021,7,15921,9967,21875,27,17,37,FR,France
+200020,7,19178,12565,25791,33,22,44,FR,France
+200019,7,17152,10424,23880,29,18,40,FR,France
+200018,7,17571,10754,24388,30,18,42,FR,France
+200017,7,9999,5672,14326,17,10,24,FR,France
+200016,7,17506,11461,23551,30,20,40,FR,France
+200015,7,23333,14747,31919,40,25,55,FR,France
+200014,7,15027,9838,20216,26,17,35,FR,France
+200013,7,17924,12383,23465,30,21,39,FR,France
+200012,7,15415,9917,20913,26,17,35,FR,France
+200011,7,12359,7372,17346,21,13,29,FR,France
+200010,7,13858,9167,18549,24,16,32,FR,France
+200009,7,9096,5451,12741,15,9,21,FR,France
+200008,7,10596,6574,14618,18,11,25,FR,France
+200007,7,13593,8816,18370,23,15,31,FR,France
+200006,7,9017,5391,12643,15,9,21,FR,France
+200005,7,12681,7750,17612,22,14,30,FR,France
+200004,7,11889,7253,16525,20,12,28,FR,France
+200003,7,9171,5628,12714,16,10,22,FR,France
+200002,7,10268,5957,14579,17,10,24,FR,France
+200001,7,10986,6521,15451,19,11,27,FR,France
+199952,7,10358,5667,15049,18,10,26,FR,France
+199951,7,10099,6132,14066,17,10,24,FR,France
+199950,7,10439,6481,14397,18,11,25,FR,France
+199949,7,7736,4269,11203,13,7,19,FR,France
+199948,7,11414,6754,16074,20,12,28,FR,France
+199947,7,7639,2705,12573,13,5,21,FR,France
+199946,7,6544,0,15074,11,0,26,FR,France
+199945,7,11273,3165,19381,19,5,33,FR,France
+199944,7,8049,3828,12270,14,7,21,FR,France
+199943,7,7788,4226,11350,13,7,19,FR,France
+199942,7,6779,3659,9899,12,7,17,FR,France
+199941,7,5213,2646,7780,9,5,13,FR,France
+199940,7,5018,2256,7780,9,4,14,FR,France
+199939,7,3108,1141,5075,5,2,8,FR,France
+199938,7,2095,143,4047,4,1,7,FR,France
+199937,7,3611,1095,6127,6,2,10,FR,France
+199936,7,2085,116,4054,4,1,7,FR,France
+199935,7,1102,0,2231,2,0,4,FR,France
+199934,7,2813,468,5158,5,1,9,FR,France
+199933,7,7210,2996,11424,12,5,19,FR,France
+199932,7,6981,2822,11140,12,5,19,FR,France
+199931,7,6389,2284,10494,11,4,18,FR,France
+199930,7,10567,4364,16770,18,7,29,FR,France
+199929,7,18284,11145,25423,31,19,43,FR,France
+199928,7,21079,13832,28326,36,24,48,FR,France
+199927,7,18824,12647,25001,32,21,43,FR,France
+199926,7,18098,12190,24006,31,21,41,FR,France
+199925,7,23863,16911,30815,41,29,53,FR,France
+199924,7,18038,12162,23914,31,21,41,FR,France
+199923,7,19660,13601,25719,34,24,44,FR,France
+199922,7,18093,12570,23616,31,22,40,FR,France
+199921,7,15850,10129,21571,27,17,37,FR,France
+199920,7,12241,7408,17074,21,13,29,FR,France
+199919,7,10738,6273,15203,18,10,26,FR,France
+199918,7,20739,14823,26655,35,25,45,FR,France
+199917,7,13993,9229,18757,24,16,32,FR,France
+199916,7,16199,10966,21432,28,19,37,FR,France
+199915,7,19936,13939,25933,34,24,44,FR,France
+199914,7,22907,15999,29815,39,27,51,FR,France
+199913,7,18404,11277,25531,31,19,43,FR,France
+199912,7,19242,13136,25348,33,23,43,FR,France
+199911,7,14923,9872,19974,26,17,35,FR,France
+199910,7,16058,10370,21746,27,17,37,FR,France
+199909,7,11125,6841,15409,19,12,26,FR,France
+199908,7,10840,7075,14605,19,13,25,FR,France
+199907,7,13655,9263,18047,23,15,31,FR,France
+199906,7,17654,12681,22627,30,21,39,FR,France
+199905,7,16838,11942,21734,29,21,37,FR,France
+199904,7,17056,12124,21988,29,21,37,FR,France
+199903,7,18805,13967,23643,32,24,40,FR,France
+199902,7,14863,10135,19591,25,17,33,FR,France
+199901,7,13707,9075,18339,23,15,31,FR,France
+199853,7,24797,17975,31619,43,31,55,FR,France
+199852,7,23616,16902,30330,41,29,53,FR,France
+199851,7,13919,9478,18360,24,16,32,FR,France
+199850,7,20556,15164,25948,35,26,44,FR,France
+199849,7,16232,11327,21137,28,20,36,FR,France
+199848,7,11998,7691,16305,21,14,28,FR,France
+199847,7,13617,8934,18300,23,15,31,FR,France
+199846,7,7646,4419,10873,13,7,19,FR,France
+199845,7,15930,10713,21147,27,18,36,FR,France
+199844,7,14145,9390,18900,24,16,32,FR,France
+199843,7,16707,11447,21967,29,20,38,FR,France
+199842,7,12475,7806,17144,21,13,29,FR,France
+199841,7,13018,8151,17885,22,14,30,FR,France
+199840,7,7396,3653,11139,13,7,19,FR,France
+199839,7,4467,1896,7038,8,4,12,FR,France
+199838,7,3421,1176,5666,6,2,10,FR,France
+199837,7,4489,2136,6842,8,4,12,FR,France
+199836,7,6355,2914,9796,11,5,17,FR,France
+199835,7,7689,3867,11511,13,6,20,FR,France
+199834,7,7235,3191,11279,12,5,19,FR,France
+199833,7,11431,6018,16844,20,11,29,FR,France
+199832,7,20493,9237,31749,35,16,54,FR,France
+199831,7,15619,9125,22113,27,16,38,FR,France
+199830,7,19360,12617,26103,33,21,45,FR,France
+199829,7,17816,11414,24218,31,20,42,FR,France
+199828,7,20757,14385,27129,36,25,47,FR,France
+199827,7,20714,14671,26757,36,26,46,FR,France
+199826,7,24479,17611,31347,42,30,54,FR,France
+199825,7,24462,17924,31000,42,31,53,FR,France
+199824,7,18928,13945,23911,32,23,41,FR,France
+199823,7,13478,8876,18080,23,15,31,FR,France
+199822,7,13213,8997,17429,23,16,30,FR,France
+199821,7,10741,6627,14855,18,11,25,FR,France
+199820,7,23223,17217,29229,40,30,50,FR,France
+199819,7,16130,10667,21593,28,19,37,FR,France
+199818,7,15802,10374,21230,27,18,36,FR,France
+199817,7,14119,8452,19786,24,14,34,FR,France
+199816,7,11744,7632,15856,20,13,27,FR,France
+199815,7,17422,12372,22472,30,21,39,FR,France
+199814,7,20962,15699,26225,36,27,45,FR,France
+199813,7,17029,12181,21877,29,21,37,FR,France
+199812,7,14960,10393,19527,26,18,34,FR,France
+199811,7,13687,9540,17834,23,16,30,FR,France
+199810,7,14294,9623,18965,25,17,33,FR,France
+199809,7,12550,8183,16917,22,15,29,FR,France
+199808,7,15378,10656,20100,26,18,34,FR,France
+199807,7,14618,10083,19153,25,17,33,FR,France
+199806,7,15316,10683,19949,26,18,34,FR,France
+199805,7,11805,7653,15957,20,13,27,FR,France
+199804,7,15746,10733,20759,27,18,36,FR,France
+199803,7,13085,8916,17254,22,15,29,FR,France
+199802,7,10764,6882,14646,18,11,25,FR,France
+199801,7,19222,13376,25068,33,23,43,FR,France
+199752,7,18582,12576,24588,32,22,42,FR,France
+199751,7,10933,6829,15037,19,12,26,FR,France
+199750,7,9622,6005,13239,17,11,23,FR,France
+199749,7,12183,8157,16209,21,14,28,FR,France
+199748,7,7368,4022,10714,13,7,19,FR,France
+199747,7,10482,6595,14369,18,11,25,FR,France
+199746,7,8391,4342,12440,14,7,21,FR,France
+199745,7,7499,3716,11282,13,6,20,FR,France
+199744,7,5492,2442,8542,9,4,14,FR,France
+199743,7,4829,2314,7344,8,4,12,FR,France
+199742,7,4781,2027,7535,8,3,13,FR,France
+199741,7,6622,3367,9877,11,5,17,FR,France
+199740,7,2851,764,4938,5,1,9,FR,France
+199739,7,3242,851,5633,6,2,10,FR,France
+199738,7,2916,579,5253,5,1,9,FR,France
+199737,7,4944,2248,7640,9,4,14,FR,France
+199736,7,2767,679,4855,5,1,9,FR,France
+199735,7,1245,12,2478,2,0,4,FR,France
+199734,7,6971,2145,11797,12,4,20,FR,France
+199733,7,11167,5245,17089,19,9,29,FR,France
+199732,7,12349,6916,17782,21,12,30,FR,France
+199731,7,13276,8068,18484,23,14,32,FR,France
+199730,7,16463,10419,22507,28,18,38,FR,France
+199729,7,12458,6536,18380,21,11,31,FR,France
+199728,7,14155,8553,19757,24,14,34,FR,France
+199727,7,16611,11473,21749,29,20,38,FR,France
+199726,7,14303,10203,18403,25,18,32,FR,France
+199725,7,11562,7487,15637,20,13,27,FR,France
+199724,7,20722,15143,26301,36,26,46,FR,France
+199723,7,11958,8064,15852,21,14,28,FR,France
+199722,7,19175,14023,24327,33,24,42,FR,France
+199721,7,15933,11074,20792,27,19,35,FR,France
+199720,7,16512,11798,21226,28,20,36,FR,France
+199719,7,14490,10231,18749,25,18,32,FR,France
+199718,7,14033,9863,18203,24,17,31,FR,France
+199717,7,17029,12579,21479,29,21,37,FR,France
+199716,7,14686,10709,18663,25,18,32,FR,France
+199715,7,19100,14311,23889,33,25,41,FR,France
+199714,7,17746,13153,22339,31,23,39,FR,France
+199713,7,17384,12873,21895,30,22,38,FR,France
+199712,7,13589,9321,17857,23,16,30,FR,France
+199711,7,16033,11789,20277,28,21,35,FR,France
+199710,7,12351,8688,16014,21,15,27,FR,France
+199709,7,16809,12329,21289,29,21,37,FR,France
+199708,7,9660,6429,12891,17,11,23,FR,France
+199707,7,16751,12377,21125,29,21,37,FR,France
+199706,7,17151,13029,21273,30,23,37,FR,France
+199705,7,12543,9128,15958,22,16,28,FR,France
+199704,7,14475,10891,18059,25,19,31,FR,France
+199703,7,12135,8727,15543,21,15,27,FR,France
+199702,7,15541,11574,19508,27,20,34,FR,France
+199701,7,14432,10701,18163,25,19,31,FR,France
+199652,7,15556,11735,19377,27,20,34,FR,France
+199651,7,14038,10500,17576,24,18,30,FR,France
+199650,7,14236,10857,17615,25,19,31,FR,France
+199649,7,10776,7924,13628,19,14,24,FR,France
+199648,7,7489,4949,10029,13,9,17,FR,France
+199647,7,11826,8573,15079,20,14,26,FR,France
+199646,7,10269,7201,13337,18,13,23,FR,France
+199645,7,17313,12967,21659,30,22,38,FR,France
+199644,7,12095,8643,15547,21,15,27,FR,France
+199643,7,14958,10739,19177,26,19,33,FR,France
+199642,7,14106,10196,18016,24,17,31,FR,France
+199641,7,10302,6968,13636,18,12,24,FR,France
+199640,7,9514,5990,13038,16,10,22,FR,France
+199639,7,6376,3651,9101,11,6,16,FR,France
+199638,7,3835,1587,6083,7,3,11,FR,France
+199637,7,2746,1100,4392,5,2,8,FR,France
+199636,7,4577,2320,6834,8,4,12,FR,France
+199635,7,2624,902,4346,5,2,8,FR,France
+199634,7,6280,3139,9421,11,6,16,FR,France
+199633,7,10194,5347,15041,18,10,26,FR,France
+199632,7,10116,5942,14290,17,10,24,FR,France
+199631,7,14292,9640,18944,25,17,33,FR,France
+199630,7,20862,14786,26938,36,26,46,FR,France
+199629,7,17243,12463,22023,30,22,38,FR,France
+199628,7,16021,11796,20246,28,21,35,FR,France
+199627,7,19880,14406,25354,34,25,43,FR,France
+199626,7,12565,8783,16347,22,15,29,FR,France
+199625,7,19360,14570,24150,33,25,41,FR,France
+199624,7,20778,15610,25946,36,27,45,FR,France
+199623,7,17991,13162,22820,31,23,39,FR,France
+199622,7,18294,13971,22617,32,25,39,FR,France
+199621,7,14000,10136,17864,24,17,31,FR,France
+199620,7,16598,12361,20835,29,22,36,FR,France
+199619,7,11710,8148,15272,20,14,26,FR,France
+199618,7,12140,8325,15955,21,14,28,FR,France
+199617,7,17984,13059,22909,31,22,40,FR,France
+199616,7,10796,7250,14342,19,13,25,FR,France
+199615,7,12766,9101,16431,22,16,28,FR,France
+199614,7,14952,10656,19248,26,19,33,FR,France
+199613,7,12861,9266,16456,22,16,28,FR,France
+199612,7,11592,8202,14982,20,14,26,FR,France
+199611,7,15991,12026,19956,28,21,35,FR,France
+199610,7,13551,9873,17229,23,17,29,FR,France
+199609,7,9737,6799,12675,17,12,22,FR,France
+199608,7,11835,8569,15101,20,14,26,FR,France
+199607,7,9296,6455,12137,16,11,21,FR,France
+199606,7,11330,8078,14582,20,14,26,FR,France
+199605,7,10249,7092,13406,18,13,23,FR,France
+199604,7,9004,6336,11672,16,11,21,FR,France
+199603,7,5904,3709,8099,10,6,14,FR,France
+199602,7,6166,4027,8305,11,7,15,FR,France
+199601,7,7238,4902,9574,12,8,16,FR,France
+199552,7,7808,5225,10391,14,10,18,FR,France
+199551,7,10505,7602,13408,18,13,23,FR,France
+199550,7,9513,7014,12012,16,12,20,FR,France
+199549,7,10263,7482,13044,18,13,23,FR,France
+199548,7,9491,6551,12431,16,11,21,FR,France
+199547,7,11221,8016,14426,19,13,25,FR,France
+199546,7,5104,2852,7356,9,5,13,FR,France
+199545,7,5017,2797,7237,9,5,13,FR,France
+199544,7,8374,5440,11308,14,9,19,FR,France
+199543,7,6365,3429,9301,11,6,16,FR,France
+199542,7,5827,3427,8227,10,6,14,FR,France
+199541,7,5884,3274,8494,10,5,15,FR,France
+199540,7,4653,2571,6735,8,4,12,FR,France
+199539,7,4334,2014,6654,8,4,12,FR,France
+199538,7,3821,1909,5733,7,4,10,FR,France
+199537,7,2297,884,3710,4,2,6,FR,France
+199536,7,2317,870,3764,4,1,7,FR,France
+199535,7,2531,1035,4027,4,1,7,FR,France
+199534,7,5067,2070,8064,9,4,14,FR,France
+199533,7,4709,1793,7625,8,3,13,FR,France
+199532,7,8030,3945,12115,14,7,21,FR,France
+199531,7,12034,7228,16840,21,13,29,FR,France
+199530,7,16283,11419,21147,28,20,36,FR,France
+199529,7,15520,11209,19831,27,20,34,FR,France
+199528,7,21385,16186,26584,37,28,46,FR,France
+199527,7,31707,25490,37924,55,44,66,FR,France
+199526,7,23680,18921,28439,41,33,49,FR,France
+199525,7,27941,22665,33217,48,39,57,FR,France
+199524,7,24813,19263,30363,43,33,53,FR,France
+199523,7,19371,14610,24132,34,26,42,FR,France
+199522,7,16158,12114,20202,28,21,35,FR,France
+199521,7,14986,10952,19020,26,19,33,FR,France
+199520,7,12831,9059,16603,22,15,29,FR,France
+199519,7,15806,11585,20027,27,20,34,FR,France
+199518,7,15333,10987,19679,27,19,35,FR,France
+199517,7,15551,11471,19631,27,20,34,FR,France
+199516,7,15939,12349,19529,28,22,34,FR,France
+199515,7,16126,12689,19563,28,22,34,FR,France
+199514,7,15247,11965,18529,26,20,32,FR,France
+199513,7,16864,13368,20360,29,23,35,FR,France
+199512,7,15875,12429,19321,27,21,33,FR,France
+199511,7,12844,9644,16044,22,16,28,FR,France
+199510,7,15346,11782,18910,27,21,33,FR,France
+199509,7,14754,11260,18248,26,20,32,FR,France
+199508,7,14521,11077,17965,25,19,31,FR,France
+199507,7,14315,10809,17821,25,19,31,FR,France
+199506,7,18089,14383,21795,31,25,37,FR,France
+199505,7,13414,10176,16652,23,17,29,FR,France
+199504,7,15743,12316,19170,27,21,33,FR,France
+199503,7,13763,10614,16912,24,19,29,FR,France
+199502,7,11495,8490,14500,20,15,25,FR,France
+199501,7,13733,10266,17200,24,18,30,FR,France
+199452,7,12696,9453,15939,22,16,28,FR,France
+199451,7,10390,7458,13322,18,13,23,FR,France
+199450,7,8048,5524,10572,14,10,18,FR,France
+199449,7,8212,5651,10773,14,10,18,FR,France
+199448,7,6481,4250,8712,11,7,15,FR,France
+199447,7,7140,4666,9614,12,8,16,FR,France
+199446,7,5021,2972,7070,9,5,13,FR,France
+199445,7,6759,4267,9251,12,8,16,FR,France
+199444,7,9276,5996,12556,16,10,22,FR,France
+199443,7,5622,3091,8153,10,6,14,FR,France
+199442,7,5848,3383,8313,10,6,14,FR,France
+199441,7,4921,2796,7046,9,5,13,FR,France
+199440,7,5936,3694,8178,10,6,14,FR,France
+199439,7,4090,2080,6100,7,4,10,FR,France
+199438,7,2734,1164,4304,5,2,8,FR,France
+199437,7,4364,1957,6771,8,4,12,FR,France
+199436,7,1991,509,3473,3,0,6,FR,France
+199435,7,3676,1494,5858,6,2,10,FR,France
+199434,7,6830,3728,9932,12,7,17,FR,France
+199433,7,6933,3534,10332,12,6,18,FR,France
+199432,7,4851,2299,7403,8,4,12,FR,France
+199431,7,7346,3935,10757,13,7,19,FR,France
+199430,7,17674,12807,22541,31,23,39,FR,France
+199429,7,17175,12461,21889,30,22,38,FR,France
+199428,7,16743,12021,21465,29,21,37,FR,France
+199427,7,22335,17343,27327,39,30,48,FR,France
+199426,7,23679,18832,28526,41,33,49,FR,France
+199425,7,24951,20263,29639,43,35,51,FR,France
+199424,7,29139,22549,35729,51,40,62,FR,France
+199423,7,13583,3641,23525,24,7,41,FR,France
+199422,7,16336,4640,28032,28,8,48,FR,France
+199421,7,16477,11025,21929,29,20,38,FR,France
+199420,7,12872,9458,16286,22,16,28,FR,France
+199419,7,13769,10440,17098,24,18,30,FR,France
+199418,7,13066,9917,16215,23,18,28,FR,France
+199417,7,18648,14838,22458,32,25,39,FR,France
+199416,7,17629,13660,21598,31,24,38,FR,France
+199415,7,23128,18550,27706,40,32,48,FR,France
+199414,7,20128,15971,24285,35,28,42,FR,France
+199413,7,16259,12721,19797,28,22,34,FR,France
+199412,7,15215,11581,18849,26,20,32,FR,France
+199411,7,16439,12812,20066,29,23,35,FR,France
+199410,7,20681,16433,24929,36,29,43,FR,France
+199409,7,22652,17519,27785,39,30,48,FR,France
+199408,7,22067,17044,27090,38,29,47,FR,France
+199407,7,15332,11563,19101,27,20,34,FR,France
+199406,7,15321,11710,18932,27,21,33,FR,France
+199405,7,15264,11523,19005,27,21,33,FR,France
+199404,7,10871,7697,14045,19,13,25,FR,France
+199403,7,10882,7808,13956,19,14,24,FR,France
+199402,7,11834,8348,15320,21,15,27,FR,France
+199401,7,11104,8142,14066,19,14,24,FR,France
+199352,7,9874,6746,13002,17,12,22,FR,France
+199351,7,9565,6818,12312,17,12,22,FR,France
+199350,7,6195,4181,8209,11,7,15,FR,France
+199349,7,10095,7443,12747,18,13,23,FR,France
+199348,7,6413,4261,8565,11,7,15,FR,France
+199347,7,7543,4934,10152,13,8,18,FR,France
+199346,7,7862,5175,10549,14,9,19,FR,France
+199345,7,5648,3511,7785,10,6,14,FR,France
+199344,7,6964,4509,9419,12,8,16,FR,France
+199343,7,5976,3632,8320,10,6,14,FR,France
+199342,7,7669,4853,10485,13,8,18,FR,France
+199341,7,9657,6648,12666,17,12,22,FR,France
+199340,7,5725,3082,8368,10,5,15,FR,France
+199339,7,5520,3207,7833,10,6,14,FR,France
+199338,7,2179,888,3470,4,2,6,FR,France
+199337,7,1762,557,2967,3,1,5,FR,France
+199336,7,3214,1526,4902,6,3,9,FR,France
+199335,7,2335,910,3760,4,2,6,FR,France
+199334,7,3770,1712,5828,7,3,11,FR,France
+199333,7,5925,3250,8600,10,5,15,FR,France
+199332,7,12711,8079,17343,22,14,30,FR,France
+199331,7,12481,7874,17088,22,14,30,FR,France
+199330,7,12584,8619,16549,22,15,29,FR,France
+199329,7,13179,8991,17367,23,16,30,FR,France
+199328,7,15293,11335,19251,27,20,34,FR,France
+199327,7,14134,9791,18477,25,17,33,FR,France
+199326,7,17937,13577,22297,31,23,39,FR,France
+199325,7,19581,14916,24246,34,26,42,FR,France
+199324,7,18285,13450,23120,32,24,40,FR,France
+199323,7,16003,11927,20079,28,21,35,FR,France
+199322,7,12652,8597,16707,22,15,29,FR,France
+199321,7,15218,10970,19466,27,20,34,FR,France
+199320,7,11343,7655,15031,20,14,26,FR,France
+199319,7,12086,8856,15316,21,15,27,FR,France
+199318,7,18898,14305,23491,33,25,41,FR,France
+199317,7,14969,10565,19373,26,18,34,FR,France
+199316,7,15102,11226,18978,26,19,33,FR,France
+199315,7,15058,11183,18933,26,19,33,FR,France
+199314,7,12425,9045,15805,22,16,28,FR,France
+199313,7,12266,8927,15605,21,15,27,FR,France
+199312,7,10821,7884,13758,19,14,24,FR,France
+199311,7,11021,8006,14036,19,14,24,FR,France
+199310,7,15847,12158,19536,28,22,34,FR,France
+199309,7,15084,11059,19109,26,19,33,FR,France
+199308,7,16967,12936,20998,30,23,37,FR,France
+199307,7,16057,12350,19764,28,22,34,FR,France
+199306,7,15887,12275,19499,28,22,34,FR,France
+199305,7,15954,12443,19465,28,22,34,FR,France
+199304,7,12374,9426,15322,22,17,27,FR,France
+199303,7,15283,11831,18735,27,21,33,FR,France
+199302,7,13366,10262,16470,23,18,28,FR,France
+199301,7,18678,14977,22379,33,27,39,FR,France
+199253,7,17829,13827,21831,31,24,38,FR,France
+199252,7,14330,10582,18078,25,18,32,FR,France
+199251,7,14635,11262,18008,26,20,32,FR,France
+199250,7,15252,11566,18938,27,21,33,FR,France
+199249,7,14411,11187,17635,25,19,31,FR,France
+199248,7,10048,7396,12700,18,13,23,FR,France
+199247,7,13069,9752,16386,23,17,29,FR,France
+199246,7,6900,4727,9073,12,8,16,FR,France
+199245,7,10791,7794,13788,19,14,24,FR,France
+199244,7,10205,7482,12928,18,13,23,FR,France
+199243,7,7196,4908,9484,13,9,17,FR,France
+199242,7,5748,3738,7758,10,6,14,FR,France
+199241,7,3587,2045,5129,6,3,9,FR,France
+199240,7,5654,3442,7866,10,6,14,FR,France
+199239,7,4747,2751,6743,8,5,11,FR,France
+199238,7,2842,1306,4378,5,2,8,FR,France
+199237,7,4103,2203,6003,7,4,10,FR,France
+199236,7,2801,1200,4402,5,2,8,FR,France
+199235,7,6428,3717,9139,11,6,16,FR,France
+199234,7,7517,4190,10844,13,7,19,FR,France
+199233,7,9951,5955,13947,17,10,24,FR,France
+199232,7,16090,11337,20843,28,20,36,FR,France
+199231,7,17156,12441,21871,30,22,38,FR,France
+199230,7,21780,16301,27259,38,28,48,FR,France
+199229,7,18926,13397,24455,33,23,43,FR,France
+199228,7,28144,20384,35904,49,35,63,FR,France
+199227,7,29388,22331,36445,51,39,63,FR,France
+199226,7,27933,21686,34180,49,38,60,FR,France
+199225,7,26446,21153,31739,46,37,55,FR,France
+199224,7,19614,14769,24459,34,26,42,FR,France
+199223,7,23628,17852,29404,41,31,51,FR,France
+199222,7,20438,14868,26008,36,26,46,FR,France
+199221,7,22595,17395,27795,40,31,49,FR,France
+199220,7,21092,15963,26221,37,28,46,FR,France
+199219,7,19210,13934,24486,34,25,43,FR,France
+199218,7,30273,22605,37941,53,40,66,FR,France
+199217,7,19162,14251,24073,34,25,43,FR,France
+199216,7,15583,11158,20008,27,19,35,FR,France
+199215,7,15473,10723,20223,27,19,35,FR,France
+199214,7,14455,10040,18870,25,17,33,FR,France
+199213,7,17146,12105,22187,30,21,39,FR,France
+199212,7,15838,10923,20753,28,19,37,FR,France
+199211,7,20003,13824,26182,35,24,46,FR,France
+199210,7,22906,16060,29752,40,28,52,FR,France
+199209,7,21824,15687,27961,38,27,49,FR,France
+199208,7,15243,10265,20221,27,18,36,FR,France
+199207,7,22633,16160,29106,40,29,51,FR,France
+199206,7,17009,12219,21799,30,22,38,FR,France
+199205,7,15997,11590,20404,28,20,36,FR,France
+199204,7,20690,15075,26305,36,26,46,FR,France
+199203,7,18586,12684,24488,33,23,43,FR,France
+199202,7,16588,10590,22586,29,18,40,FR,France
+199201,7,23607,16552,30662,41,29,53,FR,France
+199152,7,15184,10392,19976,27,19,35,FR,France
+199151,7,15043,10624,19462,26,18,34,FR,France
+199150,7,14115,9737,18493,25,17,33,FR,France
+199149,7,13304,8548,18060,23,15,31,FR,France
+199148,7,15370,10164,20576,27,18,36,FR,France
+199147,7,12813,8139,17487,23,15,31,FR,France
+199146,7,6453,3123,9783,11,5,17,FR,France
+199145,7,8048,4083,12013,14,7,21,FR,France
+199144,7,9882,5623,14141,17,10,24,FR,France
+199143,7,14307,8645,19969,25,15,35,FR,France
+199142,7,6419,3334,9504,11,6,16,FR,France
+199141,7,6168,3113,9223,11,6,16,FR,France
+199140,7,3615,1159,6071,6,2,10,FR,France
+199139,7,3105,472,5738,5,0,10,FR,France
+199138,7,4446,1435,7457,8,3,13,FR,France
+199137,7,1457,0,3262,3,0,6,FR,France
+199136,7,3053,29,6077,5,0,10,FR,France
+199135,7,805,0,2556,1,0,4,FR,France
+199134,7,5512,856,10168,10,2,18,FR,France
+199133,7,7347,2903,11791,13,5,21,FR,France
+199132,7,16099,7334,24864,28,13,43,FR,France
+199131,7,16803,8145,25461,30,15,45,FR,France
+199130,7,15915,6368,25462,28,11,45,FR,France
+199129,7,23744,14703,32785,42,26,58,FR,France
+199128,7,24222,15617,32827,43,28,58,FR,France
+199127,7,20309,12868,27750,36,23,49,FR,France
+199126,7,17608,11304,23912,31,20,42,FR,France
+199125,7,16169,10700,21638,28,18,38,FR,France
+199124,7,16171,10071,22271,28,17,39,FR,France
+199123,7,11947,7671,16223,21,13,29,FR,France
+199122,7,15452,9953,20951,27,17,37,FR,France
+199121,7,14903,8975,20831,26,16,36,FR,France
+199120,7,19053,12742,25364,34,23,45,FR,France
+199119,7,16739,11246,22232,29,19,39,FR,France
+199118,7,21385,13882,28888,38,25,51,FR,France
+199117,7,13462,8877,18047,24,16,32,FR,France
+199116,7,14857,10068,19646,26,18,34,FR,France
+199115,7,13975,9781,18169,25,18,32,FR,France
+199114,7,12265,7684,16846,22,14,30,FR,France
+199113,7,9567,6041,13093,17,11,23,FR,France
+199112,7,10864,7331,14397,19,13,25,FR,France
+199111,7,15574,11184,19964,27,19,35,FR,France
+199110,7,16643,11372,21914,29,20,38,FR,France
+199109,7,13741,8780,18702,24,15,33,FR,France
+199108,7,13289,8813,17765,23,15,31,FR,France
+199107,7,12337,8077,16597,22,15,29,FR,France
+199106,7,10877,7013,14741,19,12,26,FR,France
+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