diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..01858427ffb3e3b4a3f08a679427a8f5ca59954b 100644
--- a/module3/exo2/exercice.ipynb
+++ b/module3/exo2/exercice.ipynb
@@ -1,5 +1,1511 @@
 {
- "cells": [],
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Incidence de la varicelle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "import isoweek"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Les données de l'incidence 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": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-7.csv\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Voici l'explication des colonnes données [sur le site d'origine](https://ns.sentiweb.fr/incidence/csv-schema-v1.json):\n",
+    "\n",
+    "| Nom de colonne | Libellé de colonne                                                                                                                |\n",
+    "|----------------|-----------------------------------------------------------------------------------------------------------------------------------|\n",
+    "| week           | Semaine calendaire (ISO 8601)                                                                                                     |\n",
+    "| indicator      | Code de l'indicateur de surveillance                                                                                              |\n",
+    "| inc            | Estimation de l'incidence de consultations en nombre de cas                                                                       |\n",
+    "| inc_low        | Estimation de la borne inférieure de l'IC95% du nombre de cas de consultation                                                     |\n",
+    "| inc_up         | Estimation de la borne supérieure de l'IC95% du nombre de cas de consultation                                                     |\n",
+    "| inc100         | Estimation du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants)                                   |\n",
+    "| inc100_low     | Estimation de la borne inférieure de l'IC95% du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants) |\n",
+    "| inc100_up      | Estimation de la borne supérieure de l'IC95% du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants) |\n",
+    "| geo_insee      | Code de la zone géographique concernée (Code INSEE) http://www.insee.fr/fr/methodes/nomenclatures/cog/                            |\n",
+    "| geo_name       | Libellé de la zone géographique (ce libellé peut être modifié sans préavis)                                                       |\n",
+    "\n",
+    "Pour plus de reproductibilité, nous allons télécharger les données sous format csv d'abord puis nous allons lire ce fichier plutôt que l'url directement."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_file = \"varicelle.csv\"\n",
+    "\n",
+    "import os\n",
+    "import urllib.request\n",
+    "if not os.path.exists(data_file):\n",
+    "    urllib.request.urlretrieve(data_url, data_file)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant `skiprows=1`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "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>202321</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13155</td>\n",
+       "      <td>7879</td>\n",
+       "      <td>18431</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>1</th>\n",
+       "      <td>202320</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9078</td>\n",
+       "      <td>4647</td>\n",
+       "      <td>13509</td>\n",
+       "      <td>14</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202319</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9344</td>\n",
+       "      <td>6091</td>\n",
+       "      <td>12597</td>\n",
+       "      <td>14</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202318</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10671</td>\n",
+       "      <td>7291</td>\n",
+       "      <td>14051</td>\n",
+       "      <td>16</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202317</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9184</td>\n",
+       "      <td>6162</td>\n",
+       "      <td>12206</td>\n",
+       "      <td>14</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>202316</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11387</td>\n",
+       "      <td>8014</td>\n",
+       "      <td>14760</td>\n",
+       "      <td>17</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>202315</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14040</td>\n",
+       "      <td>7613</td>\n",
+       "      <td>20467</td>\n",
+       "      <td>21</td>\n",
+       "      <td>11</td>\n",
+       "      <td>31</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>202314</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15247</td>\n",
+       "      <td>11032</td>\n",
+       "      <td>19462</td>\n",
+       "      <td>23</td>\n",
+       "      <td>17</td>\n",
+       "      <td>29</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>202313</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13322</td>\n",
+       "      <td>9700</td>\n",
+       "      <td>16944</td>\n",
+       "      <td>20</td>\n",
+       "      <td>15</td>\n",
+       "      <td>25</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>202312</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10374</td>\n",
+       "      <td>7218</td>\n",
+       "      <td>13530</td>\n",
+       "      <td>16</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>202311</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4919</td>\n",
+       "      <td>2880</td>\n",
+       "      <td>6958</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>11</th>\n",
+       "      <td>202310</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4854</td>\n",
+       "      <td>2731</td>\n",
+       "      <td>6977</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>12</th>\n",
+       "      <td>202309</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7004</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>9460</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>13</th>\n",
+       "      <td>202308</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8175</td>\n",
+       "      <td>5316</td>\n",
+       "      <td>11034</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>14</th>\n",
+       "      <td>202307</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6595</td>\n",
+       "      <td>3782</td>\n",
+       "      <td>9408</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>202306</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9595</td>\n",
+       "      <td>6017</td>\n",
+       "      <td>13173</td>\n",
+       "      <td>14</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>202305</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6237</td>\n",
+       "      <td>3907</td>\n",
+       "      <td>8567</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>202304</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6299</td>\n",
+       "      <td>3973</td>\n",
+       "      <td>8625</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>18</th>\n",
+       "      <td>202303</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6063</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>8328</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>19</th>\n",
+       "      <td>202302</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6576</td>\n",
+       "      <td>3060</td>\n",
+       "      <td>10092</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>202301</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8153</td>\n",
+       "      <td>5470</td>\n",
+       "      <td>10836</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>21</th>\n",
+       "      <td>202252</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5171</td>\n",
+       "      <td>2717</td>\n",
+       "      <td>7625</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>202251</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6226</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>8630</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>202250</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6590</td>\n",
+       "      <td>3100</td>\n",
+       "      <td>10080</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>202249</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5095</td>\n",
+       "      <td>3212</td>\n",
+       "      <td>6978</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>25</th>\n",
+       "      <td>202248</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4985</td>\n",
+       "      <td>3043</td>\n",
+       "      <td>6927</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>26</th>\n",
+       "      <td>202247</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6087</td>\n",
+       "      <td>3733</td>\n",
+       "      <td>8441</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>202246</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3033</td>\n",
+       "      <td>1392</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>202245</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>1720</td>\n",
+       "      <td>5934</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>29</th>\n",
+       "      <td>202244</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>6311</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>...</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>1665</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>1666</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>1667</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>1668</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>1669</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>1670</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>1671</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>1672</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>1673</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>1674</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>1675</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>1676</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>1677</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>1678</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>1679</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>1680</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>1681</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>1682</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>1683</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>1684</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>1685</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>1686</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>1687</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>1688</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>1689</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>1690</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>1691</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>1692</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>1693</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>1694</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>1695 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator    inc  inc_low  inc_up  inc100  inc100_low  \\\n",
+       "0     202321          7  13155     7879   18431      20          12   \n",
+       "1     202320          7   9078     4647   13509      14           7   \n",
+       "2     202319          7   9344     6091   12597      14           9   \n",
+       "3     202318          7  10671     7291   14051      16          11   \n",
+       "4     202317          7   9184     6162   12206      14           9   \n",
+       "5     202316          7  11387     8014   14760      17          12   \n",
+       "6     202315          7  14040     7613   20467      21          11   \n",
+       "7     202314          7  15247    11032   19462      23          17   \n",
+       "8     202313          7  13322     9700   16944      20          15   \n",
+       "9     202312          7  10374     7218   13530      16          11   \n",
+       "10    202311          7   4919     2880    6958       7           4   \n",
+       "11    202310          7   4854     2731    6977       7           4   \n",
+       "12    202309          7   7004     4548    9460      11           7   \n",
+       "13    202308          7   8175     5316   11034      12           8   \n",
+       "14    202307          7   6595     3782    9408      10           6   \n",
+       "15    202306          7   9595     6017   13173      14           9   \n",
+       "16    202305          7   6237     3907    8567       9           5   \n",
+       "17    202304          7   6299     3973    8625       9           6   \n",
+       "18    202303          7   6063     3798    8328       9           6   \n",
+       "19    202302          7   6576     3060   10092      10           5   \n",
+       "20    202301          7   8153     5470   10836      12           8   \n",
+       "21    202252          7   5171     2717    7625       8           4   \n",
+       "22    202251          7   6226     3822    8630       9           5   \n",
+       "23    202250          7   6590     3100   10080      10           5   \n",
+       "24    202249          7   5095     3212    6978       8           5   \n",
+       "25    202248          7   4985     3043    6927       8           5   \n",
+       "26    202247          7   6087     3733    8441       9           5   \n",
+       "27    202246          7   3033     1392    4674       5           3   \n",
+       "28    202245          7   3827     1720    5934       6           3   \n",
+       "29    202244          7   4271     2231    6311       6           3   \n",
+       "...      ...        ...    ...      ...     ...     ...         ...   \n",
+       "1665  199126          7  17608    11304   23912      31          20   \n",
+       "1666  199125          7  16169    10700   21638      28          18   \n",
+       "1667  199124          7  16171    10071   22271      28          17   \n",
+       "1668  199123          7  11947     7671   16223      21          13   \n",
+       "1669  199122          7  15452     9953   20951      27          17   \n",
+       "1670  199121          7  14903     8975   20831      26          16   \n",
+       "1671  199120          7  19053    12742   25364      34          23   \n",
+       "1672  199119          7  16739    11246   22232      29          19   \n",
+       "1673  199118          7  21385    13882   28888      38          25   \n",
+       "1674  199117          7  13462     8877   18047      24          16   \n",
+       "1675  199116          7  14857    10068   19646      26          18   \n",
+       "1676  199115          7  13975     9781   18169      25          18   \n",
+       "1677  199114          7  12265     7684   16846      22          14   \n",
+       "1678  199113          7   9567     6041   13093      17          11   \n",
+       "1679  199112          7  10864     7331   14397      19          13   \n",
+       "1680  199111          7  15574    11184   19964      27          19   \n",
+       "1681  199110          7  16643    11372   21914      29          20   \n",
+       "1682  199109          7  13741     8780   18702      24          15   \n",
+       "1683  199108          7  13289     8813   17765      23          15   \n",
+       "1684  199107          7  12337     8077   16597      22          15   \n",
+       "1685  199106          7  10877     7013   14741      19          12   \n",
+       "1686  199105          7  10442     6544   14340      18          11   \n",
+       "1687  199104          7   7913     4563   11263      14           8   \n",
+       "1688  199103          7  15387    10484   20290      27          18   \n",
+       "1689  199102          7  16277    11046   21508      29          20   \n",
+       "1690  199101          7  15565    10271   20859      27          18   \n",
+       "1691  199052          7  19375    13295   25455      34          23   \n",
+       "1692  199051          7  19080    13807   24353      34          25   \n",
+       "1693  199050          7  11079     6660   15498      20          12   \n",
+       "1694  199049          7   1143        0    2610       2           0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0            28        FR   France  \n",
+       "1            21        FR   France  \n",
+       "2            19        FR   France  \n",
+       "3            21        FR   France  \n",
+       "4            19        FR   France  \n",
+       "5            22        FR   France  \n",
+       "6            31        FR   France  \n",
+       "7            29        FR   France  \n",
+       "8            25        FR   France  \n",
+       "9            21        FR   France  \n",
+       "10           10        FR   France  \n",
+       "11           10        FR   France  \n",
+       "12           15        FR   France  \n",
+       "13           16        FR   France  \n",
+       "14           14        FR   France  \n",
+       "15           19        FR   France  \n",
+       "16           13        FR   France  \n",
+       "17           12        FR   France  \n",
+       "18           12        FR   France  \n",
+       "19           15        FR   France  \n",
+       "20           16        FR   France  \n",
+       "21           12        FR   France  \n",
+       "22           13        FR   France  \n",
+       "23           15        FR   France  \n",
+       "24           11        FR   France  \n",
+       "25           11        FR   France  \n",
+       "26           13        FR   France  \n",
+       "27            7        FR   France  \n",
+       "28            9        FR   France  \n",
+       "29            9        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "1665         42        FR   France  \n",
+       "1666         38        FR   France  \n",
+       "1667         39        FR   France  \n",
+       "1668         29        FR   France  \n",
+       "1669         37        FR   France  \n",
+       "1670         36        FR   France  \n",
+       "1671         45        FR   France  \n",
+       "1672         39        FR   France  \n",
+       "1673         51        FR   France  \n",
+       "1674         32        FR   France  \n",
+       "1675         34        FR   France  \n",
+       "1676         32        FR   France  \n",
+       "1677         30        FR   France  \n",
+       "1678         23        FR   France  \n",
+       "1679         25        FR   France  \n",
+       "1680         35        FR   France  \n",
+       "1681         38        FR   France  \n",
+       "1682         33        FR   France  \n",
+       "1683         31        FR   France  \n",
+       "1684         29        FR   France  \n",
+       "1685         26        FR   France  \n",
+       "1686         25        FR   France  \n",
+       "1687         20        FR   France  \n",
+       "1688         36        FR   France  \n",
+       "1689         38        FR   France  \n",
+       "1690         36        FR   France  \n",
+       "1691         45        FR   France  \n",
+       "1692         43        FR   France  \n",
+       "1693         28        FR   France  \n",
+       "1694          5        FR   France  \n",
+       "\n",
+       "[1695 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 4,
+     "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 ? Non, il n'y a donc rien à enlever pour ça. Nous allons néanmoins créer une copie de données données brutes avant de les modifier/travailler dessus."
+   ]
+  },
+  {
+   "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",
+       "  </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": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data[raw_data.isnull().any(axis=1)]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data = raw_data.copy()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nos données utilisent une convention inhabituelle: le numéro de\n",
+    "semaine est collé à l'année, donnant l'impression qu'il s'agit\n",
+    "de nombre entier. C'est comme ça que Pandas les interprète.\n",
+    "  \n",
+    "Un deuxième problème est que Pandas ne comprend pas les numéros de\n",
+    "semaine.  Il faut lui fournir les dates de début et de fin de\n",
+    "semaine. Nous utilisons pour cela la bibliothèque `isoweek`.\n",
+    "\n",
+    "Comme la conversion des semaines est devenu assez complexe, nous\n",
+    "écrivons une petite fonction Python pour cela. Ensuite, nous\n",
+    "l'appliquons à tous les points de nos donnés. Les résultats vont\n",
+    "dans une nouvelle colonne 'period'."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "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",
+    "data['period'] = [convert_week(yw) for yw in data['week']]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Il restent deux petites modifications à faire.\n",
+    "\n",
+    "Premièrement, nous définissons les périodes d'observation\n",
+    "comme nouvel index de notre jeux de données. Ceci en fait\n",
+    "une suite chronologique, ce qui sera pratique par la suite.\n",
+    "\n",
+    "Deuxièmement, nous trions les points par période, dans\n",
+    "le sens chronologique."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sorted_data = data.set_index('period').sort_index()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous vérifions la cohérence des données. Entre la fin d'une période et\n",
+    "le début de la période qui suit, la différence temporelle doit être\n",
+    "zéro, ou au moins très faible. Nous laissons une \"marge d'erreur\"\n",
+    "d'une seconde.\n",
+    "\n",
+    "Ceci s'avère tout à fait juste."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "periods = sorted_data.index\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)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Un premier regard sur les données !"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fea5fe94160>"
+      ]
+     },
+     "execution_count": 12,
+     "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 des pics en hiver. Le creux des incidences se trouve en fin d'été."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fea5d5a8518>"
+      ]
+     },
+     "execution_count": 13,
+     "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 l'incidence annuelle"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Etant donné que le pic de l'épidémie se situe en hiver, à cheval\n",
+    "entre deux années civiles, nous définissons la période de référence\n",
+    "entre deux minima de l'incidence, du 1er août de l'année $N$ au\n",
+    "1er août de l'année $N+1$.\n",
+    "\n",
+    "Notre tâche est un peu compliquée par le fait que l'année ne comporte\n",
+    "pas un nombre entier de semaines. Nous modifions donc un peu nos périodes\n",
+    "de référence: à la place du 1er septembre de chaque année, nous utilisons le\n",
+    "premier jour de la semaine qui contient le 1er septembre.\n",
+    "\n",
+    "Comme l'incidence de varicelle est très faible en fin d'été, cette\n",
+    "modification ne risque pas de fausser nos conclusions.\n",
+    "\n",
+    "Encore un petit détail: les données commencent à la fin de l'année 1990, ce qui\n",
+    "rend la première année incomplète. Nous commençons donc l'analyse en 1991."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_august_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n",
+    "                     for y in range(1991,\n",
+    "                                    sorted_data.index[-1].year)]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "En partant de cette liste des semaines qui contiennent un 1er août, nous obtenons nos intervalles d'environ un an comme les périodes entre deux semaines adjacentes dans cette liste. Nous calculons les sommes des incidences hebdomadaires pour toutes ces périodes.\n",
+    "\n",
+    "Nous vérifions également que ces périodes contiennent entre 51 et 52 semaines, pour nous protéger contre des éventuelles erreurs dans notre code."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "year = []\n",
+    "yearly_incidence = []\n",
+    "for week1, week2 in zip(first_august_week[:-1],\n",
+    "                        first_august_week[1:]):\n",
+    "    one_year = sorted_data['inc'][week1:week2-1]\n",
+    "    assert abs(len(one_year)-52) < 2\n",
+    "    yearly_incidence.append(one_year.sum())\n",
+    "    year.append(week2.year)\n",
+    "yearly_incidence = pd.Series(data=yearly_incidence, index=year)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Voici les incidences annuelles."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fea5d548400>"
+      ]
+     },
+     "execution_count": 16,
+     "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": [
+    "yearly_incidence.plot(style='*')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Une liste triée permet de plus facilement repérer les valeurs les plus élevées (à la fin)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2021     743449\n",
+       "2014    1600941\n",
+       "1991    1659249\n",
+       "1995    1840410\n",
+       "2020    2010315\n",
+       "2022    2060304\n",
+       "2012    2175217\n",
+       "2003    2234584\n",
+       "2019    2254386\n",
+       "2006    2307352\n",
+       "2017    2321583\n",
+       "2001    2529279\n",
+       "1992    2574578\n",
+       "1993    2703886\n",
+       "2018    2705325\n",
+       "1988    2765617\n",
+       "2007    2780164\n",
+       "1987    2855570\n",
+       "2016    2856393\n",
+       "2011    2857040\n",
+       "2008    2973918\n",
+       "1998    3034904\n",
+       "2002    3125418\n",
+       "2009    3444020\n",
+       "1994    3514763\n",
+       "1996    3539413\n",
+       "2004    3567744\n",
+       "1997    3620066\n",
+       "2015    3654892\n",
+       "2000    3826372\n",
+       "2005    3835025\n",
+       "1999    3908112\n",
+       "2010    4111392\n",
+       "2013    4182691\n",
+       "1986    5115251\n",
+       "1990    5235827\n",
+       "1989    5466192\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "yearly_incidence.sort_values()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Enfin, un histogramme montre que les épidémies ont une incidence autour de 600 000 et 700 000. Quelques rares épidémies ont une incidence beaucoup plus faible."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fea5d47bb00>"
+      ]
+     },
+     "execution_count": 18,
+     "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": [
+    "yearly_incidence.hist(xrot=20)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
  "metadata": {
   "kernelspec": {
    "display_name": "Python 3",
@@ -16,10 +1522,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.3"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 1
 }
-
diff --git a/module3/exo2/varicelle.csv b/module3/exo2/varicelle.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e492859cb4060585d09bafe7b294898945a2
--- /dev/null
+++ b/module3/exo2/varicelle.csv
@@ -0,0 +1,1697 @@
+# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202321],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2023-05-31T20:44:57+02:00
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
+202321,7,13155,7879,18431,20,12,28,FR,France
+202320,7,9078,4647,13509,14,7,21,FR,France
+202319,7,9344,6091,12597,14,9,19,FR,France
+202318,7,10671,7291,14051,16,11,21,FR,France
+202317,7,9184,6162,12206,14,9,19,FR,France
+202316,7,11387,8014,14760,17,12,22,FR,France
+202315,7,14040,7613,20467,21,11,31,FR,France
+202314,7,15247,11032,19462,23,17,29,FR,France
+202313,7,13322,9700,16944,20,15,25,FR,France
+202312,7,10374,7218,13530,16,11,21,FR,France
+202311,7,4919,2880,6958,7,4,10,FR,France
+202310,7,4854,2731,6977,7,4,10,FR,France
+202309,7,7004,4548,9460,11,7,15,FR,France
+202308,7,8175,5316,11034,12,8,16,FR,France
+202307,7,6595,3782,9408,10,6,14,FR,France
+202306,7,9595,6017,13173,14,9,19,FR,France
+202305,7,6237,3907,8567,9,5,13,FR,France
+202304,7,6299,3973,8625,9,6,12,FR,France
+202303,7,6063,3798,8328,9,6,12,FR,France
+202302,7,6576,3060,10092,10,5,15,FR,France
+202301,7,8153,5470,10836,12,8,16,FR,France
+202252,7,5171,2717,7625,8,4,12,FR,France
+202251,7,6226,3822,8630,9,5,13,FR,France
+202250,7,6590,3100,10080,10,5,15,FR,France
+202249,7,5095,3212,6978,8,5,11,FR,France
+202248,7,4985,3043,6927,8,5,11,FR,France
+202247,7,6087,3733,8441,9,5,13,FR,France
+202246,7,3033,1392,4674,5,3,7,FR,France
+202245,7,3827,1720,5934,6,3,9,FR,France
+202244,7,4271,2231,6311,6,3,9,FR,France
+202243,7,5863,3302,8424,9,5,13,FR,France
+202242,7,3770,1950,5590,6,3,9,FR,France
+202241,7,4177,2219,6135,6,3,9,FR,France
+202240,7,4883,1472,8294,7,2,12,FR,France
+202239,7,2041,331,3751,3,0,6,FR,France
+202238,7,1771,419,3123,3,1,5,FR,France
+202237,7,1725,499,2951,3,1,5,FR,France
+202236,7,1069,178,1960,2,1,3,FR,France
+202235,7,1581,400,2762,2,0,4,FR,France
+202234,7,2266,788,3744,3,1,5,FR,France
+202233,7,7340,0,17399,11,0,26,FR,France
+202232,7,7801,4086,11516,12,6,18,FR,France
+202231,7,6896,4170,9622,10,6,14,FR,France
+202230,7,9039,5770,12308,14,9,19,FR,France
+202229,7,14851,10060,19642,22,15,29,FR,France
+202228,7,15471,11028,19914,23,16,30,FR,France
+202227,7,21191,16198,26184,32,24,40,FR,France
+202226,7,16854,12806,20902,25,19,31,FR,France
+202225,7,22266,18027,26505,34,28,40,FR,France
+202224,7,22458,18105,26811,34,27,41,FR,France
+202223,7,18772,14875,22669,28,22,34,FR,France
+202222,7,18965,14985,22945,29,23,35,FR,France
+202221,7,20310,16307,24313,31,25,37,FR,France
+202220,7,23585,19004,28166,36,29,43,FR,France
+202219,7,18593,14181,23005,28,21,35,FR,France
+202218,7,17851,13963,21739,27,21,33,FR,France
+202217,7,20314,16001,24627,31,24,38,FR,France
+202216,7,19660,14860,24460,30,23,37,FR,France
+202215,7,17799,13715,21883,27,21,33,FR,France
+202214,7,17005,13162,20848,26,20,32,FR,France
+202213,7,15448,11659,19237,23,17,29,FR,France
+202212,7,14702,10794,18610,22,16,28,FR,France
+202211,7,11729,8347,15111,18,13,23,FR,France
+202210,7,13314,10036,16592,20,15,25,FR,France
+202209,7,10485,7600,13370,16,12,20,FR,France
+202208,7,12088,8741,15435,18,13,23,FR,France
+202207,7,14003,10789,17217,21,16,26,FR,France
+202206,7,9798,7048,12548,15,11,19,FR,France
+202205,7,10851,7797,13905,16,11,21,FR,France
+202204,7,9547,6721,12373,14,10,18,FR,France
+202203,7,13972,10680,17264,21,16,26,FR,France
+202202,7,8495,6026,10964,13,9,17,FR,France
+202201,7,13793,10597,16989,21,16,26,FR,France
+202152,7,13239,9611,16867,20,15,25,FR,France
+202151,7,13326,9629,17023,20,14,26,FR,France
+202150,7,14128,10312,17944,21,15,27,FR,France
+202149,7,13674,10369,16979,21,16,26,FR,France
+202148,7,11549,8503,14595,17,12,22,FR,France
+202147,7,11419,8376,14462,17,12,22,FR,France
+202146,7,8216,5724,10708,12,8,16,FR,France
+202145,7,8965,6468,11462,14,10,18,FR,France
+202144,7,8736,5636,11836,13,8,18,FR,France
+202143,7,8145,5164,11126,12,7,17,FR,France
+202142,7,9443,6037,12849,14,9,19,FR,France
+202141,7,4021,2239,5803,6,3,9,FR,France
+202140,7,4441,2454,6428,7,4,10,FR,France
+202139,7,2291,1056,3526,3,1,5,FR,France
+202138,7,4325,2267,6383,7,4,10,FR,France
+202137,7,1964,754,3174,3,1,5,FR,France
+202136,7,3441,1730,5152,5,2,8,FR,France
+202135,7,2562,1107,4017,4,2,6,FR,France
+202134,7,1429,378,2480,2,0,4,FR,France
+202133,7,3829,1830,5828,6,3,9,FR,France
+202132,7,4108,1895,6321,6,3,9,FR,France
+202131,7,4793,2301,7285,7,3,11,FR,France
+202130,7,7190,4191,10189,11,6,16,FR,France
+202129,7,6800,4109,9491,10,6,14,FR,France
+202128,7,9734,0,21731,15,0,33,FR,France
+202127,7,9026,4316,13736,14,7,21,FR,France
+202126,7,7284,4108,10460,11,6,16,FR,France
+202125,7,9351,6540,12162,14,10,18,FR,France
+202124,7,12034,8937,15131,18,13,23,FR,France
+202123,7,9116,6420,11812,14,10,18,FR,France
+202122,7,4817,2752,6882,7,4,10,FR,France
+202121,7,6092,3458,8726,9,5,13,FR,France
+202120,7,7485,4601,10369,11,7,15,FR,France
+202119,7,6654,4370,8938,10,7,13,FR,France
+202118,7,3912,2110,5714,6,3,9,FR,France
+202117,7,4686,2878,6494,7,4,10,FR,France
+202116,7,4780,2891,6669,7,4,10,FR,France
+202115,7,11215,7627,14803,17,12,22,FR,France
+202114,7,11197,7994,14400,17,12,22,FR,France
+202113,7,9714,6289,13139,15,10,20,FR,France
+202112,7,11520,8415,14625,17,12,22,FR,France
+202111,7,9386,6678,12094,14,10,18,FR,France
+202110,7,9056,6452,11660,14,10,18,FR,France
+202109,7,10988,7938,14038,17,12,22,FR,France
+202108,7,11281,8361,14201,17,13,21,FR,France
+202107,7,13561,10315,16807,21,16,26,FR,France
+202106,7,13401,9810,16992,20,15,25,FR,France
+202105,7,12210,8988,15432,18,13,23,FR,France
+202104,7,12026,8826,15226,18,13,23,FR,France
+202103,7,8913,6375,11451,13,9,17,FR,France
+202102,7,7795,5430,10160,12,8,16,FR,France
+202101,7,10525,7750,13300,16,12,20,FR,France
+202053,7,11978,8406,15550,18,13,23,FR,France
+202052,7,12012,8285,15739,18,12,24,FR,France
+202051,7,10564,7574,13554,16,11,21,FR,France
+202050,7,7063,4744,9382,11,7,15,FR,France
+202049,7,5026,3145,6907,8,5,11,FR,France
+202048,7,6683,4312,9054,10,6,14,FR,France
+202047,7,4999,2963,7035,8,5,11,FR,France
+202046,7,3752,1963,5541,6,3,9,FR,France
+202045,7,3696,2016,5376,6,3,9,FR,France
+202044,7,4391,2375,6407,7,4,10,FR,France
+202043,7,4376,2505,6247,7,4,10,FR,France
+202042,7,4000,1979,6021,6,3,9,FR,France
+202041,7,3961,2099,5823,6,3,9,FR,France
+202040,7,2078,675,3481,3,1,5,FR,France
+202039,7,1049,237,1861,2,1,3,FR,France
+202038,7,2251,781,3721,3,1,5,FR,France
+202037,7,1584,405,2763,2,0,4,FR,France
+202036,7,919,100,1738,1,0,2,FR,France
+202035,7,828,0,1694,1,0,2,FR,France
+202034,7,2272,371,4173,3,0,6,FR,France
+202033,7,1284,177,2391,2,0,4,FR,France
+202032,7,2650,689,4611,4,1,7,FR,France
+202031,7,1303,100,2506,2,0,4,FR,France
+202030,7,1385,75,2695,2,0,4,FR,France
+202029,7,841,10,1672,1,0,2,FR,France
+202028,7,728,0,1515,1,0,2,FR,France
+202027,7,986,149,1823,1,0,2,FR,France
+202026,7,694,0,1454,1,0,2,FR,France
+202025,7,228,0,597,0,0,1,FR,France
+202024,7,388,0,959,1,0,2,FR,France
+202023,7,558,1,1115,1,0,2,FR,France
+202022,7,277,0,633,0,0,1,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