diff --git a/journal/Readme.md b/journal/Readme.md
index 92f0301da37ec78a8f3bee70e5ca3c31e027ba4e..cb6f371dabda35539eb204a63c1e0d5ac38700fd 100644
--- a/journal/Readme.md
+++ b/journal/Readme.md
@@ -31,8 +31,18 @@ pourquoi pas ajouter des marques pages.
 
 ## Module 2
 
+L'exercice avec le module Challenger est super interessant bien que je n'ai pas 
+réussit avoir les points sur le quizz. Quand on hésite entre deux réponses...
+
 ## Module 3
 
+L'étude de cas sur l'analyse du syndrôme grippal est très bien détaillé ce qui permet
+une appréhension rapide du problème et du processus de traitement et d'analyse
+des données.
+
+La partie plus autonôme sur la varicelle à vraiment permit de bien appréhender
+l'analyse.
+
 ## Module 4
 
 *Ré-exécuter n'est pas répliquer.*
diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb
index 59d72b5b58a3ae26346460dd39e62a39c55243d7..0a39dae98739ee088a7088b68b8c314f2614f54e 100644
--- a/module3/exo1/analyse-syndrome-grippal.ipynb
+++ b/module3/exo1/analyse-syndrome-grippal.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -28,7 +28,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {
     "collapsed": true
    },
@@ -61,11 +61,228 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "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>202222</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22047</td>\n",
+       "      <td>17173.0</td>\n",
+       "      <td>26921.0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202221</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13505</td>\n",
+       "      <td>10130.0</td>\n",
+       "      <td>16880.0</td>\n",
+       "      <td>20</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202220</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19787</td>\n",
+       "      <td>15756.0</td>\n",
+       "      <td>23818.0</td>\n",
+       "      <td>30</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202219</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17884</td>\n",
+       "      <td>14079.0</td>\n",
+       "      <td>21689.0</td>\n",
+       "      <td>27</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202218</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30353</td>\n",
+       "      <td>25089.0</td>\n",
+       "      <td>35617.0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>54.0</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>1957</th>\n",
+       "      <td>198448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>78620</td>\n",
+       "      <td>60634.0</td>\n",
+       "      <td>96606.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1958</th>\n",
+       "      <td>198447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>72029</td>\n",
+       "      <td>54274.0</td>\n",
+       "      <td>89784.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1959</th>\n",
+       "      <td>198446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87330</td>\n",
+       "      <td>67686.0</td>\n",
+       "      <td>106974.0</td>\n",
+       "      <td>159</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1960</th>\n",
+       "      <td>198445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>135223</td>\n",
+       "      <td>101414.0</td>\n",
+       "      <td>169032.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1961</th>\n",
+       "      <td>198444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>68422</td>\n",
+       "      <td>20056.0</td>\n",
+       "      <td>116788.0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1962 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator     inc   inc_low    inc_up  inc100  inc100_low  \\\n",
+       "0     202222          3   22047   17173.0   26921.0      33        26.0   \n",
+       "1     202221          3   13505   10130.0   16880.0      20        15.0   \n",
+       "2     202220          3   19787   15756.0   23818.0      30        24.0   \n",
+       "3     202219          3   17884   14079.0   21689.0      27        21.0   \n",
+       "4     202218          3   30353   25089.0   35617.0      46        38.0   \n",
+       "...      ...        ...     ...       ...       ...     ...         ...   \n",
+       "1957  198448          3   78620   60634.0   96606.0     143       110.0   \n",
+       "1958  198447          3   72029   54274.0   89784.0     131        99.0   \n",
+       "1959  198446          3   87330   67686.0  106974.0     159       123.0   \n",
+       "1960  198445          3  135223  101414.0  169032.0     246       184.0   \n",
+       "1961  198444          3   68422   20056.0  116788.0     125        37.0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0          40.0        FR   France  \n",
+       "1          25.0        FR   France  \n",
+       "2          36.0        FR   France  \n",
+       "3          33.0        FR   France  \n",
+       "4          54.0        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "1957      176.0        FR   France  \n",
+       "1958      163.0        FR   France  \n",
+       "1959      195.0        FR   France  \n",
+       "1960      308.0        FR   France  \n",
+       "1961      213.0        FR   France  \n",
+       "\n",
+       "[1962 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "raw_data = pd.read_csv(data_url, skiprows=1)\n",
+    "raw_data = pd.read_csv(data_url, skiprows=1, encoding='latin1') # Problème d'encodage, j'ajoute \"encoding='latin1'\" pour corriger le problème.\n",
     "raw_data"
    ]
   },
@@ -78,9 +295,73 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "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>1725</th>\n",
+       "      <td>198919</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator  inc  inc_low  inc_up  inc100  inc100_low  inc100_up  \\\n",
+       "1725  198919          3    0      NaN     NaN       0         NaN        NaN   \n",
+       "\n",
+       "     geo_insee geo_name  \n",
+       "1725        FR   France  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "raw_data[raw_data.isnull().any(axis=1)]"
    ]
@@ -94,9 +375,226 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "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>202222</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22047</td>\n",
+       "      <td>17173.0</td>\n",
+       "      <td>26921.0</td>\n",
+       "      <td>33</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202221</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13505</td>\n",
+       "      <td>10130.0</td>\n",
+       "      <td>16880.0</td>\n",
+       "      <td>20</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202220</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19787</td>\n",
+       "      <td>15756.0</td>\n",
+       "      <td>23818.0</td>\n",
+       "      <td>30</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202219</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17884</td>\n",
+       "      <td>14079.0</td>\n",
+       "      <td>21689.0</td>\n",
+       "      <td>27</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202218</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30353</td>\n",
+       "      <td>25089.0</td>\n",
+       "      <td>35617.0</td>\n",
+       "      <td>46</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>54.0</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>1957</th>\n",
+       "      <td>198448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>78620</td>\n",
+       "      <td>60634.0</td>\n",
+       "      <td>96606.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1958</th>\n",
+       "      <td>198447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>72029</td>\n",
+       "      <td>54274.0</td>\n",
+       "      <td>89784.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1959</th>\n",
+       "      <td>198446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87330</td>\n",
+       "      <td>67686.0</td>\n",
+       "      <td>106974.0</td>\n",
+       "      <td>159</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1960</th>\n",
+       "      <td>198445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>135223</td>\n",
+       "      <td>101414.0</td>\n",
+       "      <td>169032.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1961</th>\n",
+       "      <td>198444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>68422</td>\n",
+       "      <td>20056.0</td>\n",
+       "      <td>116788.0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>1961 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator     inc   inc_low    inc_up  inc100  inc100_low  \\\n",
+       "0     202222          3   22047   17173.0   26921.0      33        26.0   \n",
+       "1     202221          3   13505   10130.0   16880.0      20        15.0   \n",
+       "2     202220          3   19787   15756.0   23818.0      30        24.0   \n",
+       "3     202219          3   17884   14079.0   21689.0      27        21.0   \n",
+       "4     202218          3   30353   25089.0   35617.0      46        38.0   \n",
+       "...      ...        ...     ...       ...       ...     ...         ...   \n",
+       "1957  198448          3   78620   60634.0   96606.0     143       110.0   \n",
+       "1958  198447          3   72029   54274.0   89784.0     131        99.0   \n",
+       "1959  198446          3   87330   67686.0  106974.0     159       123.0   \n",
+       "1960  198445          3  135223  101414.0  169032.0     246       184.0   \n",
+       "1961  198444          3   68422   20056.0  116788.0     125        37.0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0          40.0        FR   France  \n",
+       "1          25.0        FR   France  \n",
+       "2          36.0        FR   France  \n",
+       "3          33.0        FR   France  \n",
+       "4          54.0        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "1957      176.0        FR   France  \n",
+       "1958      163.0        FR   France  \n",
+       "1959      195.0        FR   France  \n",
+       "1960      308.0        FR   France  \n",
+       "1961      213.0        FR   France  \n",
+       "\n",
+       "[1961 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "data = raw_data.dropna().copy()\n",
     "data"
@@ -122,7 +620,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -152,7 +650,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {
     "collapsed": true
    },
@@ -179,9 +677,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n"
+     ]
+    }
+   ],
    "source": [
     "periods = sorted_data.index\n",
     "for p1, p2 in zip(periods[:-1], periods[1:]):\n",
@@ -199,9 +705,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='period'>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "sorted_data['inc'].plot()"
    ]
@@ -215,9 +744,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='period'>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "sorted_data['inc'][-200:].plot()"
    ]
@@ -252,7 +804,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {
     "collapsed": true
    },
@@ -274,7 +826,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -298,9 +850,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "yearly_incidence.plot(style='*')"
    ]
@@ -314,9 +889,56 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2021     938731\n",
+       "2014    1600941\n",
+       "1991    1659249\n",
+       "1995    1840410\n",
+       "2020    2053781\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": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "yearly_incidence.sort_values()"
    ]
@@ -331,9 +953,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "yearly_incidence.hist(xrot=20)"
    ]
@@ -349,8 +994,11 @@
   }
  ],
  "metadata": {
+  "interpreter": {
+   "hash": "68a78512f08647dba0d657fd7997aaa8ad8c9d9af1a9b906b8cea64366ea2030"
+  },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3.9.13 64-bit (windows store)",
    "language": "python",
    "name": "python3"
   },
@@ -364,7 +1012,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.1"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,
diff --git a/module3/exo1/incidence-PAY-3.csv b/module3/exo1/incidence-PAY-3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22983ad467dee04931b2f0f271850e02b7418a52
--- /dev/null
+++ b/module3/exo1/incidence-PAY-3.csv
@@ -0,0 +1,1964 @@
+# @source="r�seau Sentinelles, INSERM, Sorbonne Universit�, http://www.sentiweb.fr", @meta={"period":[198444,202222],"geo":["PAY","1"],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false}, @date=2022-06-10T09:58:01+02:00
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
+202222,3,22047,17173,26921,33,26,40,FR,France
+202221,3,13505,10130,16880,20,15,25,FR,France
+202220,3,19787,15756,23818,30,24,36,FR,France
+202219,3,17884,14079,21689,27,21,33,FR,France
+202218,3,30353,25089,35617,46,38,54,FR,France
+202217,3,36006,30373,41639,54,46,62,FR,France
+202216,3,49949,42836,57062,75,64,86,FR,France
+202215,3,100806,90824,110788,152,137,167,FR,France
+202214,3,155441,143891,166991,234,217,251,FR,France
+202213,3,191914,179558,204270,289,270,308,FR,France
+202212,3,166224,155035,177413,251,234,268,FR,France
+202211,3,122849,113306,132392,185,171,199,FR,France
+202210,3,87904,79741,96067,133,121,145,FR,France
+202209,3,50182,43958,56406,76,67,85,FR,France
+202208,3,30963,25942,35984,47,39,55,FR,France
+202207,3,34882,29446,40318,53,45,61,FR,France
+202206,3,46623,40398,52848,70,61,79,FR,France
+202205,3,62970,56043,69897,95,85,105,FR,France
+202204,3,72209,64804,79614,109,98,120,FR,France
+202203,3,74613,67144,82082,113,102,124,FR,France
+202202,3,55920,49511,62329,84,74,94,FR,France
+202201,3,57629,50699,64559,87,77,97,FR,France
+202152,3,54349,47029,61669,82,71,93,FR,France
+202151,3,41698,35359,48037,63,53,73,FR,France
+202150,3,38117,32497,43737,58,49,67,FR,France
+202149,3,40168,34716,45620,61,53,69,FR,France
+202148,3,41842,36364,47320,63,55,71,FR,France
+202147,3,36598,31338,41858,55,47,63,FR,France
+202146,3,30059,25302,34816,46,39,53,FR,France
+202145,3,20364,16564,24164,31,25,37,FR,France
+202144,3,18999,15042,22956,29,23,35,FR,France
+202143,3,27040,21935,32145,41,33,49,FR,France
+202142,3,28343,23382,33304,43,35,51,FR,France
+202141,3,25043,20586,29500,38,31,45,FR,France
+202140,3,26286,21842,30730,40,33,47,FR,France
+202139,3,22155,18014,26296,34,28,40,FR,France
+202138,3,15614,12310,18918,24,19,29,FR,France
+202137,3,13673,10404,16942,21,16,26,FR,France
+202136,3,10289,7505,13073,16,12,20,FR,France
+202135,3,12609,9282,15936,19,14,24,FR,France
+202134,3,13081,9540,16622,20,15,25,FR,France
+202133,3,10392,7042,13742,16,11,21,FR,France
+202132,3,15586,11009,20163,24,17,31,FR,France
+202131,3,18855,13664,24046,29,21,37,FR,France
+202130,3,13991,9695,18287,21,14,28,FR,France
+202129,3,13626,9618,17634,21,15,27,FR,France
+202128,3,8636,5430,11842,13,8,18,FR,France
+202127,3,10693,6838,14548,16,10,22,FR,France
+202126,3,7086,4109,10063,11,6,16,FR,France
+202125,3,7942,5540,10344,12,8,16,FR,France
+202124,3,4855,3011,6699,7,4,10,FR,France
+202123,3,6710,4455,8965,10,7,13,FR,France
+202122,3,7879,5495,10263,12,8,16,FR,France
+202121,3,7827,5403,10251,12,8,16,FR,France
+202120,3,10278,7540,13016,16,12,20,FR,France
+202119,3,9539,6860,12218,14,10,18,FR,France
+202118,3,12135,9165,15105,18,14,22,FR,France
+202117,3,12058,8891,15225,18,13,23,FR,France
+202116,3,16505,12735,20275,25,19,31,FR,France
+202115,3,19306,15398,23214,29,23,35,FR,France
+202114,3,21073,17099,25047,32,26,38,FR,France
+202113,3,26413,22094,30732,40,33,47,FR,France
+202112,3,30658,25919,35397,46,39,53,FR,France
+202111,3,24988,20718,29258,38,32,44,FR,France
+202110,3,19539,15951,23127,30,25,35,FR,France
+202109,3,17572,13926,21218,27,21,33,FR,France
+202108,3,20882,16907,24857,32,26,38,FR,France
+202107,3,22393,18303,26483,34,28,40,FR,France
+202106,3,23183,19134,27232,35,29,41,FR,France
+202105,3,22426,18445,26407,34,28,40,FR,France
+202104,3,25804,21491,30117,39,32,46,FR,France
+202103,3,21810,17894,25726,33,27,39,FR,France
+202102,3,17320,13906,20734,26,21,31,FR,France
+202101,3,21799,17778,25820,33,27,39,FR,France
+202053,3,21220,16498,25942,32,25,39,FR,France
+202052,3,16428,12285,20571,25,19,31,FR,France
+202051,3,21619,17370,25868,33,27,39,FR,France
+202050,3,16845,13220,20470,26,20,32,FR,France
+202049,3,12939,9923,15955,20,15,25,FR,France
+202048,3,13804,10641,16967,21,16,26,FR,France
+202047,3,19085,15285,22885,29,23,35,FR,France
+202046,3,24801,20503,29099,38,31,45,FR,France
+202045,3,42516,36857,48175,65,56,74,FR,France
+202044,3,44567,38521,50613,68,59,77,FR,France
+202043,3,43799,37581,50017,67,58,76,FR,France
+202042,3,35183,29847,40519,53,45,61,FR,France
+202041,3,27926,23251,32601,42,35,49,FR,France
+202040,3,20443,16381,24505,31,25,37,FR,France
+202039,3,19810,15900,23720,30,24,36,FR,France
+202038,3,25559,21141,29977,39,32,46,FR,France
+202037,3,18485,14649,22321,28,22,34,FR,France
+202036,3,10390,7646,13134,16,12,20,FR,France
+202035,3,9918,6842,12994,15,10,20,FR,France
+202034,3,6084,3090,9078,9,4,14,FR,France
+202033,3,6106,3411,8801,9,5,13,FR,France
+202032,3,5918,3330,8506,9,5,13,FR,France
+202031,3,4351,2269,6433,7,4,10,FR,France
+202030,3,8179,5442,10916,12,8,16,FR,France
+202029,3,8687,5860,11514,13,9,17,FR,France
+202028,3,8325,5688,10962,13,9,17,FR,France
+202027,3,4066,2406,5726,6,3,9,FR,France
+202026,3,4039,2389,5689,6,3,9,FR,France
+202025,3,2853,1488,4218,4,2,6,FR,France
+202024,3,3058,1690,4426,5,3,7,FR,France
+202023,3,4168,2468,5868,6,3,9,FR,France
+202022,3,3580,1947,5213,5,3,7,FR,France
+202021,3,6114,4026,8202,9,6,12,FR,France
+202020,3,9315,6775,11855,14,10,18,FR,France
+202019,3,11679,8722,14636,18,14,22,FR,France
+202018,3,16398,12851,19945,25,20,30,FR,France
+202017,3,18082,14454,21710,27,21,33,FR,France
+202016,3,24165,19893,28437,37,31,43,FR,France
+202015,3,41049,35377,46721,62,53,71,FR,France
+202014,3,71666,64531,78801,109,98,120,FR,France
+202013,3,107742,99187,116297,164,151,177,FR,France
+202012,3,107283,98610,115956,163,150,176,FR,France
+202011,3,112943,104468,121418,172,159,185,FR,France
+202010,3,105145,96812,113478,160,147,173,FR,France
+202009,3,110696,102066,119326,168,155,181,FR,France
+202008,3,143753,133984,153522,218,203,233,FR,France
+202007,3,183610,172812,194408,279,263,295,FR,France
+202006,3,206669,195481,217857,314,297,331,FR,France
+202005,3,187957,177445,198469,285,269,301,FR,France
+202004,3,122331,113492,131170,186,173,199,FR,France
+202003,3,78413,71330,85496,119,108,130,FR,France
+202002,3,53614,47654,59574,81,72,90,FR,France
+202001,3,36850,31608,42092,56,48,64,FR,France
+201952,3,28135,23220,33050,43,36,50,FR,France
+201951,3,29786,25042,34530,45,38,52,FR,France
+201950,3,34223,29156,39290,52,44,60,FR,France
+201949,3,25662,21414,29910,39,33,45,FR,France
+201948,3,22367,18055,26679,34,27,41,FR,France
+201947,3,18669,14759,22579,28,22,34,FR,France
+201946,3,16030,12567,19493,24,19,29,FR,France
+201945,3,10138,7160,13116,15,10,20,FR,France
+201944,3,7822,5010,10634,12,8,16,FR,France
+201943,3,9487,6448,12526,14,9,19,FR,France
+201942,3,7747,5243,10251,12,8,16,FR,France
+201941,3,7122,4720,9524,11,7,15,FR,France
+201940,3,8505,5784,11226,13,9,17,FR,France
+201939,3,7091,4462,9720,11,7,15,FR,France
+201938,3,4897,2891,6903,7,4,10,FR,France
+201937,3,3172,1367,4977,5,2,8,FR,France
+201936,3,2295,728,3862,3,1,5,FR,France
+201935,3,1010,2,2018,2,0,4,FR,France
+201934,3,1672,279,3065,3,1,5,FR,France
+201933,3,1593,68,3118,2,0,4,FR,France
+201932,3,1592,71,3113,2,0,4,FR,France
+201931,3,2337,695,3979,4,2,6,FR,France
+201930,3,1944,415,3473,3,1,5,FR,France
+201929,3,2096,420,3772,3,0,6,FR,France
+201928,3,1195,125,2265,2,0,4,FR,France
+201927,3,2466,848,4084,4,2,6,FR,France
+201926,3,1798,402,3194,3,1,5,FR,France
+201925,3,1544,389,2699,2,0,4,FR,France
+201924,3,876,17,1735,1,0,2,FR,France
+201923,3,2004,748,3260,3,1,5,FR,France
+201922,3,2181,602,3760,3,1,5,FR,France
+201921,3,2585,1102,4068,4,2,6,FR,France
+201920,3,2891,1202,4580,4,1,7,FR,France
+201919,3,3221,1509,4933,5,2,8,FR,France
+201918,3,1385,278,2492,2,0,4,FR,France
+201917,3,3166,1348,4984,5,2,8,FR,France
+201916,3,3842,1973,5711,6,3,9,FR,France
+201915,3,5932,3669,8195,9,6,12,FR,France
+201914,3,12675,9167,16183,19,14,24,FR,France
+201913,3,16513,12530,20496,25,19,31,FR,France
+201912,3,22184,17786,26582,34,27,41,FR,France
+201911,3,31553,26556,36550,48,40,56,FR,France
+201910,3,49742,43268,56216,76,66,86,FR,France
+201909,3,88354,79564,97144,134,121,147,FR,France
+201908,3,172604,160024,185184,262,243,281,FR,France
+201907,3,307338,291220,323456,467,443,491,FR,France
+201906,3,394286,376782,411790,599,572,626,FR,France
+201905,3,355785,339295,372275,540,515,565,FR,France
+201904,3,241090,227261,254919,366,345,387,FR,France
+201903,3,147063,135890,158236,223,206,240,FR,France
+201902,3,75548,67632,83464,115,103,127,FR,France
+201901,3,50295,43525,57065,76,66,86,FR,France
+201852,3,37903,31375,44431,58,48,68,FR,France
+201851,3,39259,32977,45541,60,50,70,FR,France
+201850,3,27781,22638,32924,42,34,50,FR,France
+201849,3,19738,15481,23995,30,24,36,FR,France
+201848,3,19501,15275,23727,30,24,36,FR,France
+201847,3,15949,12105,19793,24,18,30,FR,France
+201846,3,11278,7957,14599,17,12,22,FR,France
+201845,3,11065,7791,14339,17,12,22,FR,France
+201844,3,6586,3875,9297,10,6,14,FR,France
+201843,3,6550,3988,9112,10,6,14,FR,France
+201842,3,7787,5129,10445,12,8,16,FR,France
+201841,3,8048,5098,10998,12,8,16,FR,France
+201840,3,7409,4717,10101,11,7,15,FR,France
+201839,3,7174,4235,10113,11,7,15,FR,France
+201838,3,7349,4399,10299,11,7,15,FR,France
+201837,3,4915,2386,7444,7,3,11,FR,France
+201836,3,3215,1349,5081,5,2,8,FR,France
+201835,3,1506,239,2773,2,0,4,FR,France
+201834,3,1368,116,2620,2,0,4,FR,France
+201833,3,1962,5,3919,3,0,6,FR,France
+201832,3,1839,183,3495,3,0,6,FR,France
+201831,3,2048,242,3854,3,0,6,FR,France
+201830,3,1951,202,3700,3,0,6,FR,France
+201829,3,1951,252,3650,3,0,6,FR,France
+201828,3,1654,52,3256,3,1,5,FR,France
+201827,3,3266,1145,5387,5,2,8,FR,France
+201826,3,3758,1493,6023,6,3,9,FR,France
+201825,3,4580,2220,6940,7,3,11,FR,France
+201824,3,3223,1351,5095,5,2,8,FR,France
+201823,3,1207,136,2278,2,0,4,FR,France
+201822,3,3202,1330,5074,5,2,8,FR,France
+201821,3,2537,763,4311,4,1,7,FR,France
+201820,3,2694,967,4421,4,1,7,FR,France
+201819,3,1025,0,2098,2,0,4,FR,France
+201818,3,3541,1416,5666,5,2,8,FR,France
+201817,3,2573,1003,4143,4,2,6,FR,France
+201816,3,4818,2724,6912,7,4,10,FR,France
+201815,3,16311,12168,20454,25,19,31,FR,France
+201814,3,22666,18092,27240,35,28,42,FR,France
+201813,3,32680,25536,39824,50,39,61,FR,France
+201812,3,52040,44590,59490,79,68,90,FR,France
+201811,3,65159,56506,73812,99,86,112,FR,France
+201810,3,93512,83989,103035,142,128,156,FR,France
+201809,3,108545,98645,118445,165,150,180,FR,France
+201808,3,131870,120950,142790,201,184,218,FR,France
+201807,3,141138,130177,152099,215,198,232,FR,France
+201806,3,138810,128164,149456,211,195,227,FR,France
+201805,3,157839,146646,169032,240,223,257,FR,France
+201804,3,175483,163835,187131,267,249,285,FR,France
+201803,3,178329,166640,190018,271,253,289,FR,France
+201802,3,198079,185663,210495,302,283,321,FR,France
+201801,3,235493,220941,250045,358,336,380,FR,France
+201752,3,299114,279359,318869,459,429,489,FR,France
+201751,3,229448,214366,244530,352,329,375,FR,France
+201750,3,129535,118787,140283,199,183,215,FR,France
+201749,3,63789,56120,71458,98,86,110,FR,France
+201748,3,37568,31541,43595,58,49,67,FR,France
+201747,3,24972,19923,30021,38,30,46,FR,France
+201746,3,13398,9948,16848,21,16,26,FR,France
+201745,3,14035,8091,19979,22,13,31,FR,France
+201744,3,8544,5318,11770,13,8,18,FR,France
+201743,3,7300,4402,10198,11,7,15,FR,France
+201742,3,9966,6503,13429,15,10,20,FR,France
+201741,3,12434,8718,16150,19,13,25,FR,France
+201740,3,12725,8690,16760,20,14,26,FR,France
+201739,3,14949,10534,19364,23,16,30,FR,France
+201738,3,11463,7438,15488,18,12,24,FR,France
+201737,3,9716,6364,13068,15,10,20,FR,France
+201736,3,2815,917,4713,4,1,7,FR,France
+201735,3,2794,850,4738,4,1,7,FR,France
+201734,3,2497,879,4115,4,2,6,FR,France
+201733,3,2406,766,4046,4,1,7,FR,France
+201732,3,2667,879,4455,4,1,7,FR,France
+201731,3,3256,1158,5354,5,2,8,FR,France
+201730,3,3759,1299,6219,6,2,10,FR,France
+201729,3,5014,1989,8039,8,3,13,FR,France
+201728,3,5271,2576,7966,8,4,12,FR,France
+201727,3,3924,1432,6416,6,2,10,FR,France
+201726,3,3171,1166,5176,5,2,8,FR,France
+201725,3,837,0,1721,1,0,2,FR,France
+201724,3,1566,248,2884,2,0,4,FR,France
+201723,3,1664,203,3125,3,1,5,FR,France
+201722,3,1305,92,2518,2,0,4,FR,France
+201721,3,971,0,2046,1,0,3,FR,France
+201720,3,2686,793,4579,4,1,7,FR,France
+201719,3,3461,1490,5432,5,2,8,FR,France
+201718,3,2102,515,3689,3,1,5,FR,France
+201717,3,2071,428,3714,3,0,6,FR,France
+201716,3,1380,222,2538,2,0,4,FR,France
+201715,3,479,0,1242,1,0,2,FR,France
+201714,3,1110,0,2549,2,0,4,FR,France
+201713,3,7594,3808,11380,12,6,18,FR,France
+201712,3,8780,4834,12726,13,7,19,FR,France
+201711,3,7814,4329,11299,12,7,17,FR,France
+201710,3,11802,7964,15640,18,12,24,FR,France
+201709,3,13111,9099,17123,20,14,26,FR,France
+201708,3,29545,23136,35954,45,35,55,FR,France
+201707,3,59590,49764,69416,91,76,106,FR,France
+201706,3,93628,82560,104696,144,127,161,FR,France
+201705,3,193677,179255,208099,297,275,319,FR,France
+201704,3,256428,240618,272238,394,370,418,FR,France
+201703,3,267276,251345,283207,410,386,434,FR,France
+201702,3,260588,245070,276106,400,376,424,FR,France
+201701,3,255535,239743,271327,392,368,416,FR,France
+201652,3,224489,207799,241179,345,319,371,FR,France
+201651,3,187704,172655,202753,288,265,311,FR,France
+201650,3,126570,115081,138059,194,176,212,FR,France
+201649,3,76390,67374,85406,117,103,131,FR,France
+201648,3,40502,33949,47055,62,52,72,FR,France
+201647,3,22270,17612,26928,34,27,41,FR,France
+201646,3,20816,16125,25507,32,25,39,FR,France
+201645,3,15957,11448,20466,24,17,31,FR,France
+201644,3,15145,10357,19933,23,16,30,FR,France
+201643,3,9378,5830,12926,14,9,19,FR,France
+201642,3,12920,9044,16796,20,14,26,FR,France
+201641,3,13909,9709,18109,21,15,27,FR,France
+201640,3,13379,8969,17789,21,14,28,FR,France
+201639,3,10598,6814,14382,16,10,22,FR,France
+201638,3,5969,3073,8865,9,5,13,FR,France
+201637,3,4065,1538,6592,6,2,10,FR,France
+201636,3,2372,473,4271,4,1,7,FR,France
+201635,3,3420,1350,5490,5,2,8,FR,France
+201634,3,2233,0,4643,3,0,7,FR,France
+201633,3,1567,0,3938,2,0,6,FR,France
+201632,3,2100,93,4107,3,0,6,FR,France
+201631,3,3691,0,9120,6,0,14,FR,France
+201630,3,3209,644,5774,5,1,9,FR,France
+201629,3,1469,0,3073,2,0,4,FR,France
+201628,3,2725,357,5093,4,0,8,FR,France
+201627,3,5905,2343,9467,9,4,14,FR,France
+201626,3,4186,1636,6736,6,2,10,FR,France
+201625,3,4611,1560,7662,7,2,12,FR,France
+201624,3,4977,2404,7550,8,4,12,FR,France
+201623,3,4893,2416,7370,8,4,12,FR,France
+201622,3,5667,3015,8319,9,5,13,FR,France
+201621,3,5603,2475,8731,9,4,14,FR,France
+201620,3,3908,1679,6137,6,3,9,FR,France
+201619,3,4738,2308,7168,7,3,11,FR,France
+201618,3,8204,4394,12014,13,7,19,FR,France
+201617,3,13385,8822,17948,21,14,28,FR,France
+201616,3,25670,19632,31708,39,30,48,FR,France
+201615,3,48441,39824,57058,74,61,87,FR,France
+201614,3,92603,81261,103945,142,125,159,FR,France
+201613,3,170654,156387,184921,262,240,284,FR,France
+201612,3,272174,254338,290010,418,391,445,FR,France
+201611,3,304543,286453,322633,467,439,495,FR,France
+201610,3,261822,245799,277845,402,377,427,FR,France
+201609,3,229943,214533,245353,353,329,377,FR,France
+201608,3,195067,180874,209260,299,277,321,FR,France
+201607,3,207359,193223,221495,318,296,340,FR,France
+201606,3,196143,182672,209614,301,280,322,FR,France
+201605,3,178963,166296,191630,275,256,294,FR,France
+201604,3,148473,136591,160355,228,210,246,FR,France
+201603,3,75277,66630,83924,116,103,129,FR,France
+201602,3,44617,37821,51413,68,58,78,FR,France
+201601,3,42263,35556,48970,65,55,75,FR,France
+201553,3,24835,19106,30564,38,29,47,FR,France
+201552,3,19495,14319,24671,30,22,38,FR,France
+201551,3,29080,23014,35146,45,36,54,FR,France
+201550,3,25043,19812,30274,39,31,47,FR,France
+201549,3,21479,16686,26272,33,26,40,FR,France
+201548,3,16428,12273,20583,25,19,31,FR,France
+201547,3,14959,10856,19062,23,17,29,FR,France
+201546,3,12599,8237,16961,20,13,27,FR,France
+201545,3,13577,9192,17962,21,14,28,FR,France
+201544,3,14596,10025,19167,23,16,30,FR,France
+201543,3,16749,11745,21753,26,18,34,FR,France
+201542,3,18675,13613,23737,29,21,37,FR,France
+201541,3,13585,9830,17340,21,15,27,FR,France
+201540,3,13100,9349,16851,20,14,26,FR,France
+201539,3,8595,5671,11519,13,8,18,FR,France
+201538,3,8402,4929,11875,13,8,18,FR,France
+201537,3,8817,4089,13545,14,7,21,FR,France
+201536,3,1922,440,3404,3,1,5,FR,France
+201535,3,229,0,644,0,0,1,FR,France
+201534,3,760,0,1618,1,0,2,FR,France
+201533,3,1537,208,2866,2,0,4,FR,France
+201532,3,1594,66,3122,2,0,4,FR,France
+201531,3,2845,475,5215,4,0,8,FR,France
+201530,3,2447,353,4541,4,1,7,FR,France
+201529,3,2389,332,4446,4,1,7,FR,France
+201528,3,2089,105,4073,3,0,6,FR,France
+201527,3,2257,393,4121,3,0,6,FR,France
+201526,3,2536,774,4298,4,1,7,FR,France
+201525,3,2607,680,4534,4,1,7,FR,France
+201524,3,2849,1000,4698,4,1,7,FR,France
+201523,3,2702,857,4547,4,1,7,FR,France
+201522,3,4262,1989,6535,7,3,11,FR,France
+201521,3,5547,2875,8219,9,5,13,FR,France
+201520,3,4594,2040,7148,7,3,11,FR,France
+201519,3,6307,3256,9358,10,5,15,FR,France
+201518,3,3664,1544,5784,6,3,9,FR,France
+201517,3,6382,3523,9241,10,6,14,FR,France
+201516,3,12098,7913,16283,19,13,25,FR,France
+201515,3,19458,14192,24724,30,22,38,FR,France
+201514,3,30940,24617,37263,48,38,58,FR,France
+201513,3,49563,41986,57140,77,65,89,FR,France
+201512,3,70024,61079,78969,109,95,123,FR,France
+201511,3,99295,88838,109752,154,138,170,FR,France
+201510,3,143931,131682,156180,223,204,242,FR,France
+201509,3,238947,222902,254992,370,345,395,FR,France
+201508,3,409972,388670,431274,635,602,668,FR,France
+201507,3,517750,494301,541199,802,766,838,FR,France
+201506,3,533317,510627,556007,827,792,862,FR,France
+201505,3,457911,436964,478858,710,678,742,FR,France
+201504,3,292161,275491,308831,453,427,479,FR,France
+201503,3,153931,141290,166572,239,219,259,FR,France
+201502,3,104096,93358,114834,161,144,178,FR,France
+201501,3,70962,60505,81419,110,94,126,FR,France
+201452,3,63168,52705,73631,98,82,114,FR,France
+201451,3,45346,38002,52690,71,60,82,FR,France
+201450,3,42182,35049,49315,66,55,77,FR,France
+201449,3,33537,27281,39793,52,42,62,FR,France
+201448,3,28156,21896,34416,44,34,54,FR,France
+201447,3,18158,13186,23130,28,20,36,FR,France
+201446,3,14764,10174,19354,23,16,30,FR,France
+201445,3,16172,11449,20895,25,18,32,FR,France
+201444,3,15500,10464,20536,24,16,32,FR,France
+201443,3,16011,10653,21369,25,17,33,FR,France
+201442,3,21651,15828,27474,34,25,43,FR,France
+201441,3,22486,16295,28677,35,25,45,FR,France
+201440,3,16526,11583,21469,26,18,34,FR,France
+201439,3,8583,5054,12112,13,8,18,FR,France
+201438,3,10567,6496,14638,16,10,22,FR,France
+201437,3,7714,3780,11648,12,6,18,FR,France
+201436,3,5018,1949,8087,8,3,13,FR,France
+201435,3,2268,355,4181,4,1,7,FR,France
+201434,3,2367,250,4484,4,1,7,FR,France
+201433,3,2358,0,4875,4,0,8,FR,France
+201432,3,3229,447,6011,5,1,9,FR,France
+201431,3,4143,349,7937,6,0,12,FR,France
+201430,3,4631,902,8360,7,1,13,FR,France
+201429,3,5122,1258,8986,8,2,14,FR,France
+201428,3,4145,1200,7090,6,1,11,FR,France
+201427,3,4823,1997,7649,8,4,12,FR,France
+201426,3,3858,1235,6481,6,2,10,FR,France
+201425,3,4564,1276,7852,7,2,12,FR,France
+201424,3,2007,249,3765,3,0,6,FR,France
+201423,3,5164,1853,8475,8,3,13,FR,France
+201422,3,6907,1856,11958,11,3,19,FR,France
+201421,3,4523,1039,8007,7,2,12,FR,France
+201420,3,5881,2432,9330,9,4,14,FR,France
+201419,3,3588,1277,5899,6,2,10,FR,France
+201418,3,4708,1654,7762,7,2,12,FR,France
+201417,3,2989,625,5353,5,1,9,FR,France
+201416,3,7057,3381,10733,11,5,17,FR,France
+201415,3,10800,6762,14838,17,11,23,FR,France
+201414,3,19217,13490,24944,30,21,39,FR,France
+201413,3,21577,15435,27719,34,24,44,FR,France
+201412,3,23524,17260,29788,37,27,47,FR,France
+201411,3,44513,35939,53087,69,56,82,FR,France
+201410,3,86105,73497,98713,134,114,154,FR,France
+201409,3,147035,131889,162181,229,205,253,FR,France
+201408,3,188419,171950,204888,293,267,319,FR,France
+201407,3,208726,191283,226169,325,298,352,FR,France
+201406,3,160403,145280,175526,250,226,274,FR,France
+201405,3,120261,107176,133346,187,167,207,FR,France
+201404,3,85280,74414,96146,133,116,150,FR,France
+201403,3,64159,54089,74229,100,84,116,FR,France
+201402,3,46850,38202,55498,73,60,86,FR,France
+201401,3,35624,27451,43797,55,42,68,FR,France
+201352,3,30142,22721,37563,47,35,59,FR,France
+201351,3,29787,23215,36359,47,37,57,FR,France
+201350,3,24055,18214,29896,38,29,47,FR,France
+201349,3,18071,13058,23084,28,20,36,FR,France
+201348,3,17606,12195,23017,28,20,36,FR,France
+201347,3,22636,16343,28929,35,25,45,FR,France
+201346,3,13340,8367,18313,21,13,29,FR,France
+201345,3,10596,6057,15135,17,10,24,FR,France
+201344,3,10193,5622,14764,16,9,23,FR,France
+201343,3,15780,9497,22063,25,15,35,FR,France
+201342,3,14830,9545,20115,23,15,31,FR,France
+201341,3,12391,7265,17517,19,11,27,FR,France
+201340,3,9794,5140,14448,15,8,22,FR,France
+201339,3,5371,1704,9038,8,2,14,FR,France
+201338,3,9324,4198,14450,15,7,23,FR,France
+201337,3,5027,1752,8302,8,3,13,FR,France
+201336,3,4639,1425,7853,7,2,12,FR,France
+201335,3,1291,0,3112,2,0,5,FR,France
+201334,3,1889,0,4912,3,0,8,FR,France
+201333,3,4740,348,9132,7,0,14,FR,France
+201332,3,4709,549,8869,7,0,14,FR,France
+201331,3,2270,0,5811,4,0,10,FR,France
+201330,3,2169,0,4630,3,0,7,FR,France
+201329,3,1696,0,3558,3,0,6,FR,France
+201328,3,983,0,2168,2,0,4,FR,France
+201327,3,4278,1327,7229,7,2,12,FR,France
+201326,3,3488,839,6137,5,1,9,FR,France
+201325,3,2735,0,5826,4,0,9,FR,France
+201324,3,7245,2997,11493,11,4,18,FR,France
+201323,3,16094,8918,23270,25,14,36,FR,France
+201322,3,7245,2923,11567,11,4,18,FR,France
+201321,3,5974,2401,9547,9,3,15,FR,France
+201320,3,3831,1245,6417,6,2,10,FR,France
+201319,3,1166,0,2680,2,0,4,FR,France
+201318,3,3415,757,6073,5,1,9,FR,France
+201317,3,7941,2950,12932,12,4,20,FR,France
+201316,3,9520,4758,14282,15,8,22,FR,France
+201315,3,19357,13311,25403,30,21,39,FR,France
+201314,3,36855,27737,45973,58,44,72,FR,France
+201313,3,43236,34048,52424,68,54,82,FR,France
+201312,3,60822,50414,71230,95,79,111,FR,France
+201311,3,84308,72456,96160,132,113,151,FR,France
+201310,3,165558,148471,182645,259,232,286,FR,France
+201309,3,259984,239067,280901,407,374,440,FR,France
+201308,3,351626,327537,375715,550,512,588,FR,France
+201307,3,470076,443682,496470,736,695,777,FR,France
+201306,3,471647,445112,498182,738,696,780,FR,France
+201305,3,492026,464729,519323,770,727,813,FR,France
+201304,3,391525,367182,415868,613,575,651,FR,France
+201303,3,224661,207134,242188,352,325,379,FR,France
+201302,3,184159,168343,199975,288,263,313,FR,France
+201301,3,163491,147340,179642,256,231,281,FR,France
+201252,3,159290,141978,176602,251,224,278,FR,France
+201251,3,113901,99835,127967,179,157,201,FR,France
+201250,3,79918,68086,91750,126,107,145,FR,France
+201249,3,47537,38711,56363,75,61,89,FR,France
+201248,3,43006,32863,53149,68,52,84,FR,France
+201247,3,39223,29140,49306,62,46,78,FR,France
+201246,3,26436,18286,34586,42,29,55,FR,France
+201245,3,18893,12799,24987,30,20,40,FR,France
+201244,3,13106,8784,17428,21,14,28,FR,France
+201243,3,17791,11284,24298,28,18,38,FR,France
+201242,3,13096,8369,17823,21,14,28,FR,France
+201241,3,18675,12010,25340,29,19,39,FR,France
+201240,3,17873,11545,24201,28,18,38,FR,France
+201239,3,20257,14180,26334,32,22,42,FR,France
+201238,3,14715,9178,20252,23,14,32,FR,France
+201237,3,7775,3509,12041,12,5,19,FR,France
+201236,3,6384,2420,10348,10,4,16,FR,France
+201235,3,8277,2206,14348,13,3,23,FR,France
+201234,3,3858,0,8641,6,0,14,FR,France
+201233,3,6492,840,12144,10,1,19,FR,France
+201232,3,6381,0,14034,10,0,22,FR,France
+201231,3,2696,0,5763,4,0,9,FR,France
+201230,3,1834,0,4194,3,0,7,FR,France
+201229,3,6329,1424,11234,10,2,18,FR,France
+201228,3,4628,1091,8165,7,1,13,FR,France
+201227,3,4162,1487,6837,7,3,11,FR,France
+201226,3,4819,1097,8541,8,2,14,FR,France
+201225,3,2669,530,4808,4,1,7,FR,France
+201224,3,5977,2335,9619,9,3,15,FR,France
+201223,3,2361,576,4146,4,1,7,FR,France
+201222,3,5772,2435,9109,9,4,14,FR,France
+201221,3,3722,821,6623,6,1,11,FR,France
+201220,3,2731,897,4565,4,1,7,FR,France
+201219,3,3267,1317,5217,5,2,8,FR,France
+201218,3,2328,569,4087,4,1,7,FR,France
+201217,3,6982,2701,11263,11,4,18,FR,France
+201216,3,11455,6874,16036,18,11,25,FR,France
+201215,3,20437,13435,27439,32,21,43,FR,France
+201214,3,36740,27799,45681,58,44,72,FR,France
+201213,3,62917,50171,75663,99,79,119,FR,France
+201212,3,84738,71566,97910,133,112,154,FR,France
+201211,3,128945,113778,144112,203,179,227,FR,France
+201210,3,174704,157337,192071,275,248,302,FR,France
+201209,3,225648,206810,244486,355,325,385,FR,France
+201208,3,287293,264901,309685,452,417,487,FR,France
+201207,3,263557,242711,284403,415,382,448,FR,France
+201206,3,175123,158942,191304,276,251,301,FR,France
+201205,3,106110,92524,119696,167,146,188,FR,France
+201204,3,67778,56784,78772,107,90,124,FR,France
+201203,3,49440,40981,57899,78,65,91,FR,France
+201202,3,40507,32652,48362,64,52,76,FR,France
+201201,3,45104,35640,54568,71,56,86,FR,France
+201152,3,36532,28367,44697,58,45,71,FR,France
+201151,3,25835,19002,32668,41,30,52,FR,France
+201150,3,24155,18145,30165,38,28,48,FR,France
+201149,3,27209,20376,34042,43,32,54,FR,France
+201148,3,32358,24451,40265,51,38,64,FR,France
+201147,3,17627,11780,23474,28,19,37,FR,France
+201146,3,22368,15730,29006,35,24,46,FR,France
+201145,3,18104,11995,24213,29,19,39,FR,France
+201144,3,14050,8471,19629,22,13,31,FR,France
+201143,3,21522,14251,28793,34,22,46,FR,France
+201142,3,16932,11363,22501,27,18,36,FR,France
+201141,3,7486,4024,10948,12,7,17,FR,France
+201140,3,14053,8659,19447,22,13,31,FR,France
+201139,3,17021,11062,22980,27,18,36,FR,France
+201138,3,14007,8465,19549,22,13,31,FR,France
+201137,3,8365,4174,12556,13,6,20,FR,France
+201136,3,4606,1714,7498,7,2,12,FR,France
+201135,3,4178,1634,6722,7,3,11,FR,France
+201134,3,3312,683,5941,5,1,9,FR,France
+201133,3,2421,0,5277,4,0,9,FR,France
+201132,3,2590,119,5061,4,0,8,FR,France
+201131,3,2409,320,4498,4,1,7,FR,France
+201130,3,3972,1395,6549,6,2,10,FR,France
+201129,3,2265,717,3813,4,2,6,FR,France
+201128,3,1977,255,3699,3,0,6,FR,France
+201127,3,3524,551,6497,6,1,11,FR,France
+201126,3,1155,0,2685,2,0,4,FR,France
+201125,3,3791,1006,6576,6,2,10,FR,France
+201124,3,3507,1149,5865,6,2,10,FR,France
+201123,3,3406,1170,5642,5,1,9,FR,France
+201122,3,3122,1125,5119,5,2,8,FR,France
+201121,3,2694,769,4619,4,1,7,FR,France
+201120,3,3951,1443,6459,6,2,10,FR,France
+201119,3,5416,1995,8837,9,4,14,FR,France
+201118,3,5306,1815,8797,8,2,14,FR,France
+201117,3,2659,310,5008,4,0,8,FR,France
+201116,3,5061,1988,8134,8,3,13,FR,France
+201115,3,6557,3038,10076,10,4,16,FR,France
+201114,3,7352,3784,10920,12,6,18,FR,France
+201113,3,8749,5213,12285,14,8,20,FR,France
+201112,3,12491,7845,17137,20,13,27,FR,France
+201111,3,14619,10009,19229,23,16,30,FR,France
+201110,3,33628,26073,41183,53,41,65,FR,France
+201109,3,54522,46057,62987,86,73,99,FR,France
+201108,3,78392,67885,88899,124,107,141,FR,France
+201107,3,149219,134798,163640,236,213,259,FR,France
+201106,3,216579,200236,232922,343,317,369,FR,France
+201105,3,278192,260235,296149,440,412,468,FR,France
+201104,3,278218,259626,296810,440,411,469,FR,France
+201103,3,275882,257313,294451,437,408,466,FR,France
+201102,3,308949,288320,329578,489,456,522,FR,France
+201101,3,309933,288190,331676,490,456,524,FR,France
+201052,3,228105,208046,248164,363,331,395,FR,France
+201051,3,158957,142576,175338,253,227,279,FR,France
+201050,3,104874,91639,118109,167,146,188,FR,France
+201049,3,54971,46418,63524,88,74,102,FR,France
+201048,3,36982,29304,44660,59,47,71,FR,France
+201047,3,26598,20123,33073,42,32,52,FR,France
+201046,3,15465,10915,20015,25,18,32,FR,France
+201045,3,9040,5772,12308,14,9,19,FR,France
+201044,3,15833,10255,21411,25,16,34,FR,France
+201043,3,16002,11001,21003,25,17,33,FR,France
+201042,3,18709,13376,24042,30,22,38,FR,France
+201041,3,17352,12182,22522,28,20,36,FR,France
+201040,3,18331,12824,23838,29,20,38,FR,France
+201039,3,11978,7913,16043,19,13,25,FR,France
+201038,3,8936,4906,12966,14,8,20,FR,France
+201037,3,5318,2551,8085,8,4,12,FR,France
+201036,3,4954,2058,7850,8,3,13,FR,France
+201035,3,4279,1604,6954,7,3,11,FR,France
+201034,3,4926,566,9286,8,1,15,FR,France
+201033,3,2950,0,6507,5,0,11,FR,France
+201032,3,671,0,1522,1,0,2,FR,France
+201031,3,2732,509,4955,4,0,8,FR,France
+201030,3,3989,1068,6910,6,1,11,FR,France
+201029,3,4123,1531,6715,7,3,11,FR,France
+201028,3,1209,0,2640,2,0,4,FR,France
+201027,3,2494,433,4555,4,1,7,FR,France
+201026,3,5808,2454,9162,9,4,14,FR,France
+201025,3,8019,4395,11643,13,7,19,FR,France
+201024,3,3584,1657,5511,6,3,9,FR,France
+201023,3,4016,1905,6127,6,3,9,FR,France
+201022,3,6251,3664,8838,10,6,14,FR,France
+201021,3,3860,1636,6084,6,2,10,FR,France
+201020,3,2470,442,4498,4,1,7,FR,France
+201019,3,2273,636,3910,4,1,7,FR,France
+201018,3,4095,1639,6551,7,3,11,FR,France
+201017,3,2216,817,3615,4,2,6,FR,France
+201016,3,3471,1085,5857,6,2,10,FR,France
+201015,3,3990,1376,6604,6,2,10,FR,France
+201014,3,6188,3191,9185,10,5,15,FR,France
+201013,3,6705,3665,9745,11,6,16,FR,France
+201012,3,6727,3582,9872,11,6,16,FR,France
+201011,3,8692,5002,12382,14,8,20,FR,France
+201010,3,8844,5465,12223,14,9,19,FR,France
+201009,3,12081,7334,16828,19,11,27,FR,France
+201008,3,15433,10422,20444,25,17,33,FR,France
+201007,3,19690,11728,27652,31,18,44,FR,France
+201006,3,27858,18883,36833,44,30,58,FR,France
+201005,3,22197,17019,27375,35,27,43,FR,France
+201004,3,33817,26151,41483,54,42,66,FR,France
+201003,3,36236,27936,44536,58,45,71,FR,France
+201002,3,40691,32891,48491,65,53,77,FR,France
+201001,3,66574,56164,76984,106,89,123,FR,France
+200953,3,96141,81818,110464,153,130,176,FR,France
+200952,3,172872,153238,192506,275,244,306,FR,France
+200951,3,247809,229140,266478,395,365,425,FR,France
+200950,3,379424,355974,402874,604,567,641,FR,France
+200949,3,473718,447756,499680,754,713,795,FR,France
+200948,3,467551,441506,493596,744,703,785,FR,France
+200947,3,378924,355752,402096,603,566,640,FR,France
+200946,3,223847,203918,243776,356,324,388,FR,France
+200945,3,147046,131155,162937,234,209,259,FR,France
+200944,3,170231,151298,189164,271,241,301,FR,France
+200943,3,131408,114883,147933,209,183,235,FR,France
+200942,3,99387,84491,114283,158,134,182,FR,France
+200941,3,100802,86381,115223,160,137,183,FR,France
+200940,3,111587,97628,125546,178,156,200,FR,France
+200939,3,121267,106153,136381,193,169,217,FR,France
+200938,3,137924,121242,154606,220,193,247,FR,France
+200937,3,101332,87522,115142,161,139,183,FR,France
+200936,3,46024,36435,55613,73,58,88,FR,France
+200935,3,31660,23669,39651,50,37,63,FR,France
+200934,3,24985,17699,32271,40,28,52,FR,France
+200933,3,24435,16308,32562,39,26,52,FR,France
+200932,3,23151,14624,31678,37,23,51,FR,France
+200931,3,30255,9818,50692,48,15,81,FR,France
+200930,3,13868,7861,19875,22,12,32,FR,France
+200929,3,10704,5314,16094,17,8,26,FR,France
+200928,3,15516,273,30759,25,1,49,FR,France
+200927,3,10354,2760,17948,16,4,28,FR,France
+200926,3,9932,5257,14607,16,9,23,FR,France
+200925,3,7619,4026,11212,12,6,18,FR,France
+200924,3,7794,3409,12179,12,5,19,FR,France
+200923,3,4342,1975,6709,7,3,11,FR,France
+200922,3,6390,3020,9760,10,5,15,FR,France
+200921,3,7118,3704,10532,11,6,16,FR,France
+200920,3,9482,5804,13160,15,9,21,FR,France
+200919,3,7538,4299,10777,12,7,17,FR,France
+200918,3,9627,5121,14133,15,8,22,FR,France
+200917,3,9537,5267,13807,15,8,22,FR,France
+200916,3,14666,9218,20114,23,14,32,FR,France
+200915,3,17533,12137,22929,28,19,37,FR,France
+200914,3,26324,19150,33498,42,31,53,FR,France
+200913,3,27737,20781,34693,44,33,55,FR,France
+200912,3,38811,29935,47687,62,48,76,FR,France
+200911,3,40410,30705,50115,64,49,79,FR,France
+200910,3,53395,41943,64847,85,67,103,FR,France
+200909,3,70558,57400,83716,112,91,133,FR,France
+200908,3,109100,94840,123360,174,151,197,FR,France
+200907,3,141531,125101,157961,225,199,251,FR,France
+200906,3,276274,252759,299789,440,403,477,FR,France
+200905,3,401868,375032,428704,640,597,683,FR,France
+200904,3,545313,512892,577734,868,816,920,FR,France
+200903,3,520957,487271,554643,829,775,883,FR,France
+200902,3,287145,262869,311421,457,418,496,FR,France
+200901,3,200349,180878,219820,319,288,350,FR,France
+200852,3,198418,115769,281067,323,188,458,FR,France
+200851,3,112588,96656,128520,184,158,210,FR,France
+200850,3,51746,43319,60173,84,70,98,FR,France
+200849,3,34950,27527,42373,57,45,69,FR,France
+200848,3,25604,18563,32645,42,31,53,FR,France
+200847,3,18706,10838,26574,30,17,43,FR,France
+200846,3,10899,5461,16337,18,9,27,FR,France
+200845,3,12472,7082,17862,20,11,29,FR,France
+200844,3,9772,5661,13883,16,9,23,FR,France
+200843,3,9345,5541,13149,15,9,21,FR,France
+200842,3,9087,5572,12602,15,9,21,FR,France
+200841,3,9925,5637,14213,16,9,23,FR,France
+200840,3,7869,4535,11203,13,8,18,FR,France
+200839,3,2195,506,3884,4,1,7,FR,France
+200838,3,3679,1481,5877,6,2,10,FR,France
+200837,3,2429,561,4297,4,1,7,FR,France
+200836,3,2512,492,4532,4,1,7,FR,France
+200835,3,1901,0,4869,3,0,8,FR,France
+200834,3,2552,0,6509,4,0,10,FR,France
+200833,3,7229,0,16106,12,0,26,FR,France
+200832,3,4378,107,8649,7,0,14,FR,France
+200831,3,3972,621,7323,6,1,11,FR,France
+200830,3,3821,643,6999,6,1,11,FR,France
+200829,3,2055,0,4225,3,0,7,FR,France
+200828,3,3257,208,6306,5,0,10,FR,France
+200827,3,2862,474,5250,5,1,9,FR,France
+200826,3,897,0,2062,1,0,3,FR,France
+200825,3,2006,360,3652,3,0,6,FR,France
+200824,3,3217,823,5611,5,1,9,FR,France
+200823,3,2906,1006,4806,5,2,8,FR,France
+200822,3,1792,451,3133,3,1,5,FR,France
+200821,3,3642,925,6359,6,2,10,FR,France
+200820,3,6452,2790,10114,11,5,17,FR,France
+200819,3,5173,1485,8861,8,2,14,FR,France
+200818,3,5315,1770,8860,9,3,15,FR,France
+200817,3,10150,5835,14465,17,10,24,FR,France
+200816,3,11876,7054,16698,19,11,27,FR,France
+200815,3,22871,16253,29489,37,26,48,FR,France
+200814,3,45610,27907,63313,74,45,103,FR,France
+200813,3,38600,29300,47900,63,48,78,FR,France
+200812,3,53169,43299,63039,87,71,103,FR,France
+200811,3,62014,50430,73598,101,82,120,FR,France
+200810,3,90342,75729,104955,147,123,171,FR,France
+200809,3,119696,104205,135187,195,170,220,FR,France
+200808,3,198688,180749,216627,324,295,353,FR,France
+200807,3,286498,264535,308461,467,431,503,FR,France
+200806,3,377097,350714,403480,615,572,658,FR,France
+200805,3,344050,320436,367664,561,523,599,FR,France
+200804,3,290196,268193,312199,473,437,509,FR,France
+200803,3,260268,233385,287151,424,380,468,FR,France
+200802,3,160872,145311,176433,262,237,287,FR,France
+200801,3,102562,88547,116577,167,144,190,FR,France
+200752,3,86742,72295,101189,141,117,165,FR,France
+200751,3,61954,51764,72144,101,84,118,FR,France
+200750,3,45366,36923,53809,74,60,88,FR,France
+200749,3,38351,26177,50525,63,43,83,FR,France
+200748,3,48174,35418,60930,79,58,100,FR,France
+200747,3,30716,23351,38081,50,38,62,FR,France
+200746,3,18204,12267,24141,30,20,40,FR,France
+200745,3,15521,10195,20847,25,16,34,FR,France
+200744,3,13904,9072,18736,23,15,31,FR,France
+200743,3,16212,10778,21646,26,17,35,FR,France
+200742,3,20197,13955,26439,33,23,43,FR,France
+200741,3,12987,8464,17510,21,14,28,FR,France
+200740,3,13517,2983,24051,22,5,39,FR,France
+200739,3,15985,7519,24451,26,12,40,FR,France
+200738,3,4769,837,8701,8,2,14,FR,France
+200737,3,1449,300,2598,2,0,4,FR,France
+200736,3,1100,0,2424,2,0,4,FR,France
+200735,3,1177,0,2872,2,0,5,FR,France
+200734,3,3353,654,6052,5,1,9,FR,France
+200733,3,4189,360,8018,7,1,13,FR,France
+200732,3,132,0,688,0,0,1,FR,France
+200731,3,1965,0,4461,3,0,7,FR,France
+200730,3,2158,0,4583,4,0,8,FR,France
+200729,3,3406,240,6572,6,1,11,FR,France
+200728,3,1459,0,3467,2,0,5,FR,France
+200727,3,1453,0,3382,2,0,5,FR,France
+200726,3,157,0,513,0,0,1,FR,France
+200725,3,3699,0,7778,6,0,13,FR,France
+200724,3,2854,481,5227,5,1,9,FR,France
+200723,3,5343,2164,8522,9,4,14,FR,France
+200722,3,7689,4224,11154,13,7,19,FR,France
+200721,3,4319,1659,6979,7,3,11,FR,France
+200720,3,6400,2685,10115,10,4,16,FR,France
+200719,3,3012,703,5321,5,1,9,FR,France
+200718,3,2232,348,4116,4,1,7,FR,France
+200717,3,4705,1736,7674,8,3,13,FR,France
+200716,3,3817,1438,6196,6,2,10,FR,France
+200715,3,4757,717,8797,8,1,15,FR,France
+200714,3,11377,6957,15797,19,12,26,FR,France
+200713,3,21271,13093,29449,35,22,48,FR,France
+200712,3,25433,17717,33149,41,28,54,FR,France
+200711,3,30764,23356,38172,50,38,62,FR,France
+200710,3,49469,40368,58570,81,66,96,FR,France
+200709,3,138901,117018,160784,226,190,262,FR,France
+200708,3,316747,284988,348506,516,464,568,FR,France
+200707,3,417698,386505,448891,681,630,732,FR,France
+200706,3,500016,466668,533364,815,761,869,FR,France
+200705,3,375457,346822,404092,612,565,659,FR,France
+200704,3,209878,189332,230424,342,309,375,FR,France
+200703,3,126161,110596,141726,206,181,231,FR,France
+200702,3,82849,69493,96205,135,113,157,FR,France
+200701,3,70842,58613,83071,115,95,135,FR,France
+200652,3,78190,64191,92189,128,105,151,FR,France
+200651,3,62734,50210,75258,103,82,124,FR,France
+200650,3,35668,27280,44056,58,44,72,FR,France
+200649,3,18773,13164,24382,31,22,40,FR,France
+200648,3,16439,11225,21653,27,18,36,FR,France
+200647,3,16104,9343,22865,26,15,37,FR,France
+200646,3,14032,5590,22474,23,9,37,FR,France
+200645,3,12285,7745,16825,20,13,27,FR,France
+200644,3,8031,4172,11890,13,7,19,FR,France
+200643,3,21157,12483,29831,35,21,49,FR,France
+200642,3,16673,8249,25097,27,13,41,FR,France
+200641,3,13920,9081,18759,23,15,31,FR,France
+200640,3,11950,7132,16768,20,12,28,FR,France
+200639,3,8945,4333,13557,15,7,23,FR,France
+200638,3,2532,138,4926,4,0,8,FR,France
+200637,3,1786,233,3339,3,0,6,FR,France
+200636,3,1107,0,2346,2,0,4,FR,France
+200635,3,2170,0,4760,4,0,8,FR,France
+200634,3,1572,0,3756,3,0,7,FR,France
+200633,3,0,0,0,0,0,0,FR,France
+200632,3,0,0,0,0,0,0,FR,France
+200631,3,1773,0,3892,3,0,6,FR,France
+200630,3,665,0,1614,1,0,3,FR,France
+200629,3,1339,0,3260,2,0,5,FR,France
+200628,3,843,0,2245,1,0,3,FR,France
+200627,3,1351,0,3031,2,0,5,FR,France
+200626,3,4564,1506,7622,7,2,12,FR,France
+200625,3,6259,2072,10446,10,3,17,FR,France
+200624,3,4279,964,7594,7,2,12,FR,France
+200623,3,4532,1489,7575,7,2,12,FR,France
+200622,3,5807,2667,8947,10,5,15,FR,France
+200621,3,4661,1761,7561,8,3,13,FR,France
+200620,3,8859,4754,12964,15,8,22,FR,France
+200619,3,5083,2011,8155,8,3,13,FR,France
+200618,3,4454,1632,7276,7,2,12,FR,France
+200617,3,17762,11802,23722,29,19,39,FR,France
+200616,3,22096,15420,28772,36,25,47,FR,France
+200615,3,26969,19631,34307,44,32,56,FR,France
+200614,3,40321,31022,49620,66,51,81,FR,France
+200613,3,77053,63531,90575,126,104,148,FR,France
+200612,3,108004,93005,123003,177,152,202,FR,France
+200611,3,122437,106388,138486,201,175,227,FR,France
+200610,3,124749,109104,140394,204,178,230,FR,France
+200609,3,164150,146099,182201,269,239,299,FR,France
+200608,3,199088,178830,219346,326,293,359,FR,France
+200607,3,243908,221071,266745,400,363,437,FR,France
+200606,3,256758,235190,278326,421,386,456,FR,France
+200605,3,184928,166901,202955,303,273,333,FR,France
+200604,3,104620,90909,118331,171,149,193,FR,France
+200603,3,66255,55727,76783,109,92,126,FR,France
+200602,3,39211,31418,47004,64,51,77,FR,France
+200601,3,34603,26269,42937,57,43,71,FR,France
+200552,3,32132,24389,39875,53,40,66,FR,France
+200551,3,40344,28397,52291,67,47,87,FR,France
+200550,3,36880,28635,45125,61,47,75,FR,France
+200549,3,27589,20576,34602,46,34,58,FR,France
+200548,3,24860,17839,31881,41,29,53,FR,France
+200547,3,26884,19810,33958,44,32,56,FR,France
+200546,3,23967,17155,30779,40,29,51,FR,France
+200545,3,14609,8709,20509,24,14,34,FR,France
+200544,3,20481,13625,27337,34,23,45,FR,France
+200543,3,18045,11916,24174,30,20,40,FR,France
+200542,3,23653,15209,32097,39,25,53,FR,France
+200541,3,26466,18270,34662,44,30,58,FR,France
+200540,3,26647,18088,35206,44,30,58,FR,France
+200539,3,23994,15381,32607,40,26,54,FR,France
+200538,3,21881,13979,29783,36,23,49,FR,France
+200537,3,10347,5384,15310,17,9,25,FR,France
+200536,3,7082,2806,11358,12,5,19,FR,France
+200535,3,2448,0,4987,4,0,8,FR,France
+200534,3,5281,539,10023,9,1,17,FR,France
+200533,3,2815,0,6252,5,0,11,FR,France
+200532,3,1572,0,3690,3,0,6,FR,France
+200531,3,3767,0,10955,6,0,18,FR,France
+200530,3,2203,0,5072,4,0,9,FR,France
+200529,3,3965,739,7191,7,2,12,FR,France
+200528,3,1988,96,3880,3,0,6,FR,France
+200527,3,2305,0,4713,4,0,8,FR,France
+200526,3,4720,1385,8055,8,2,14,FR,France
+200525,3,2354,0,4747,4,0,8,FR,France
+200524,3,5892,2029,9755,10,4,16,FR,France
+200523,3,5246,1722,8770,9,3,15,FR,France
+200522,3,3935,1031,6839,6,1,11,FR,France
+200521,3,4284,474,8094,7,1,13,FR,France
+200520,3,7841,3611,12071,13,6,20,FR,France
+200519,3,7638,3346,11930,13,6,20,FR,France
+200518,3,2755,388,5122,5,1,9,FR,France
+200517,3,7166,3530,10802,12,6,18,FR,France
+200516,3,9741,5344,14138,16,9,23,FR,France
+200515,3,14881,9018,20744,25,15,35,FR,France
+200514,3,21988,14834,29142,36,24,48,FR,France
+200513,3,42971,33053,52889,71,55,87,FR,France
+200512,3,90040,75374,104706,149,125,173,FR,France
+200511,3,183032,161407,204657,302,266,338,FR,France
+200510,3,222526,199990,245062,367,330,404,FR,France
+200509,3,251784,229464,274104,416,379,453,FR,France
+200508,3,277423,254825,300021,458,421,495,FR,France
+200507,3,459444,430026,488862,759,710,808,FR,France
+200506,3,568610,536207,601013,939,885,993,FR,France
+200505,3,568285,534912,601658,938,883,993,FR,France
+200504,3,316856,292011,341701,523,482,564,FR,France
+200503,3,154208,137061,171355,255,227,283,FR,France
+200502,3,88853,75576,102130,147,125,169,FR,France
+200501,3,55801,45339,66263,92,75,109,FR,France
+200453,3,40695,31926,49464,68,53,83,FR,France
+200452,3,32687,24316,41058,54,40,68,FR,France
+200451,3,46209,36017,56401,77,60,94,FR,France
+200450,3,42358,31865,52851,70,53,87,FR,France
+200449,3,27092,17910,36274,45,30,60,FR,France
+200448,3,30522,21236,39808,51,36,66,FR,France
+200447,3,21148,13386,28910,35,22,48,FR,France
+200446,3,13934,8335,19533,23,14,32,FR,France
+200445,3,15658,9703,21613,26,16,36,FR,France
+200444,3,23166,14852,31480,38,24,52,FR,France
+200443,3,16780,10545,23015,28,18,38,FR,France
+200442,3,20480,13909,27051,34,23,45,FR,France
+200441,3,15852,9789,21915,26,16,36,FR,France
+200440,3,25639,17291,33987,43,29,57,FR,France
+200439,3,22680,13222,32138,38,22,54,FR,France
+200438,3,17483,9417,25549,29,16,42,FR,France
+200437,3,9103,4768,13438,15,8,22,FR,France
+200436,3,7753,3596,11910,13,6,20,FR,France
+200435,3,4408,775,8041,7,1,13,FR,France
+200434,3,4501,610,8392,7,1,13,FR,France
+200433,3,1697,0,4046,3,0,7,FR,France
+200432,3,3496,0,8181,6,0,14,FR,France
+200431,3,2949,20,5878,5,0,10,FR,France
+200430,3,3557,642,6472,6,1,11,FR,France
+200429,3,5164,1162,9166,9,2,16,FR,France
+200428,3,6358,2224,10492,11,4,18,FR,France
+200427,3,7486,3040,11932,12,5,19,FR,France
+200426,3,7113,0,14709,12,0,25,FR,France
+200425,3,3275,508,6042,5,0,10,FR,France
+200424,3,6737,2394,11080,11,4,18,FR,France
+200423,3,9792,807,18777,16,1,31,FR,France
+200422,3,8077,3482,12672,13,5,21,FR,France
+200421,3,8073,3588,12558,13,6,20,FR,France
+200420,3,7885,3454,12316,13,6,20,FR,France
+200419,3,7235,3101,11369,12,5,19,FR,France
+200418,3,5108,1830,8386,8,3,13,FR,France
+200417,3,3647,523,6771,6,1,11,FR,France
+200416,3,5265,1359,9171,9,3,15,FR,France
+200415,3,8272,3655,12889,14,6,22,FR,France
+200414,3,15657,8888,22426,26,15,37,FR,France
+200413,3,8316,4067,12565,14,7,21,FR,France
+200412,3,12482,6899,18065,21,12,30,FR,France
+200411,3,13964,7879,20049,23,13,33,FR,France
+200410,3,22531,14164,30898,37,23,51,FR,France
+200409,3,12618,7283,17953,21,12,30,FR,France
+200408,3,17738,11055,24421,29,18,40,FR,France
+200407,3,25484,17228,33740,42,28,56,FR,France
+200406,3,27452,19505,35399,46,33,59,FR,France
+200405,3,35110,25869,44351,58,43,73,FR,France
+200404,3,44571,35266,53876,74,59,89,FR,France
+200403,3,60482,50389,70575,100,83,117,FR,France
+200402,3,95234,81407,109061,158,135,181,FR,France
+200401,3,109116,84565,133667,181,140,222,FR,France
+200352,3,72239,5520,138958,121,10,232,FR,France
+200351,3,445464,389214,501714,744,650,838,FR,France
+200350,3,522427,491781,553073,873,822,924,FR,France
+200349,3,555492,524706,586278,928,877,979,FR,France
+200348,3,514668,485364,543972,860,811,909,FR,France
+200347,3,332927,305972,359882,556,511,601,FR,France
+200346,3,146101,126840,165362,244,212,276,FR,France
+200345,3,95565,80900,110230,160,135,185,FR,France
+200344,3,54703,43193,66213,91,72,110,FR,France
+200343,3,45834,36611,55057,77,62,92,FR,France
+200342,3,39010,28885,49135,65,48,82,FR,France
+200341,3,29579,21478,37680,49,35,63,FR,France
+200340,3,30862,19484,42240,52,33,71,FR,France
+200339,3,26592,18927,34257,44,31,57,FR,France
+200338,3,14811,8777,20845,25,15,35,FR,France
+200337,3,14735,7495,21975,25,13,37,FR,France
+200336,3,10951,3732,18170,18,6,30,FR,France
+200335,3,1504,0,3349,3,0,6,FR,France
+200334,3,2194,0,4889,4,0,9,FR,France
+200333,3,1504,0,3921,3,0,7,FR,France
+200332,3,1619,0,4072,3,0,7,FR,France
+200331,3,5164,0,10601,9,0,18,FR,France
+200330,3,3183,28,6338,5,0,10,FR,France
+200329,3,6801,450,13152,11,0,22,FR,France
+200328,3,3975,609,7341,7,1,13,FR,France
+200327,3,2293,0,4605,4,0,8,FR,France
+200326,3,5333,2138,8528,9,4,14,FR,France
+200325,3,2602,0,5228,4,0,8,FR,France
+200324,3,8429,0,19483,14,0,32,FR,France
+200323,3,4821,1479,8163,8,2,14,FR,France
+200322,3,2573,158,4988,4,0,8,FR,France
+200321,3,5563,2465,8661,9,4,14,FR,France
+200320,3,7554,3748,11360,13,7,19,FR,France
+200319,3,8325,3777,12873,14,6,22,FR,France
+200318,3,12268,6392,18144,20,10,30,FR,France
+200317,3,46253,36234,56272,77,60,94,FR,France
+200316,3,50759,39835,61683,85,67,103,FR,France
+200315,3,69269,55778,82760,116,93,139,FR,France
+200314,3,70084,55374,84794,117,92,142,FR,France
+200313,3,70335,56370,84300,118,95,141,FR,France
+200312,3,88582,73568,103596,148,123,173,FR,France
+200311,3,99729,83353,116105,167,140,194,FR,France
+200310,3,121516,104361,138671,203,174,232,FR,France
+200309,3,177255,151800,202710,296,253,339,FR,France
+200308,3,222638,194269,251007,372,325,419,FR,France
+200307,3,237104,207851,266357,396,347,445,FR,France
+200306,3,206955,177973,235937,346,298,394,FR,France
+200305,3,151864,125877,177851,254,211,297,FR,France
+200304,3,95356,76211,114501,159,127,191,FR,France
+200303,3,50983,38264,63702,85,64,106,FR,France
+200302,3,31447,21706,41188,53,37,69,FR,France
+200301,3,31228,19202,43254,52,32,72,FR,France
+200252,3,47016,33692,60340,79,57,101,FR,France
+200251,3,47629,36912,58346,80,62,98,FR,France
+200250,3,35221,26217,44225,59,44,74,FR,France
+200249,3,24656,16900,32412,41,28,54,FR,France
+200248,3,19799,12868,26730,33,21,45,FR,France
+200247,3,16449,9214,23684,28,16,40,FR,France
+200246,3,12753,5779,19727,21,9,33,FR,France
+200245,3,19304,8475,30133,32,14,50,FR,France
+200244,3,18082,10671,25493,30,18,42,FR,France
+200243,3,14326,7548,21104,24,13,35,FR,France
+200242,3,13774,7800,19748,23,13,33,FR,France
+200241,3,11036,5650,16422,19,10,28,FR,France
+200240,3,8137,3375,12899,14,6,22,FR,France
+200239,3,15989,9892,22086,27,17,37,FR,France
+200238,3,7067,3299,10835,12,6,18,FR,France
+200237,3,12409,4981,19837,21,9,33,FR,France
+200236,3,1679,0,4072,3,0,7,FR,France
+200235,3,2126,0,6301,4,0,11,FR,France
+200234,3,2843,0,7483,5,0,13,FR,France
+200233,3,2670,0,5462,4,0,9,FR,France
+200232,3,1087,0,3003,2,0,5,FR,France
+200231,3,5455,399,10511,9,1,17,FR,France
+200230,3,3601,0,7836,6,0,13,FR,France
+200229,3,5576,379,10773,9,0,18,FR,France
+200228,3,6602,0,14289,11,0,24,FR,France
+200227,3,1882,0,6151,3,0,10,FR,France
+200226,3,4523,0,12320,8,0,21,FR,France
+200225,3,4765,1076,8454,8,2,14,FR,France
+200224,3,12063,7174,16952,20,12,28,FR,France
+200223,3,15468,9806,21130,26,16,36,FR,France
+200222,3,4854,1696,8012,8,3,13,FR,France
+200221,3,5901,2212,9590,10,4,16,FR,France
+200220,3,3803,1215,6391,6,2,10,FR,France
+200219,3,6139,2598,9680,10,4,16,FR,France
+200218,3,6083,2646,9520,10,4,16,FR,France
+200217,3,7223,2678,11768,12,4,20,FR,France
+200216,3,17762,9887,25637,30,17,43,FR,France
+200215,3,21654,13662,29646,36,23,49,FR,France
+200214,3,23877,15709,32045,40,26,54,FR,France
+200213,3,27497,16289,38705,46,27,65,FR,France
+200212,3,33510,20938,46082,56,35,77,FR,France
+200211,3,40426,29171,51681,68,49,87,FR,France
+200210,3,42915,24537,61293,72,41,103,FR,France
+200209,3,63735,48368,79102,107,81,133,FR,France
+200208,3,117204,95548,138860,197,161,233,FR,France
+200207,3,170251,137065,203437,286,230,342,FR,France
+200206,3,325084,296111,354057,546,497,595,FR,France
+200205,3,456186,422559,489813,767,710,824,FR,France
+200204,3,504715,470859,538571,848,791,905,FR,France
+200203,3,383720,353019,414421,645,593,697,FR,France
+200202,3,244028,217752,270304,410,366,454,FR,France
+200201,3,115422,95696,135148,194,161,227,FR,France
+200152,3,57999,43225,72773,98,73,123,FR,France
+200151,3,45961,36017,55905,78,61,95,FR,France
+200150,3,31309,22878,39740,53,39,67,FR,France
+200149,3,34792,23268,46316,59,40,78,FR,France
+200148,3,43283,20164,66402,73,34,112,FR,France
+200147,3,27455,20021,34889,46,33,59,FR,France
+200146,3,21127,14294,27960,36,24,48,FR,France
+200145,3,20766,13979,27553,35,24,46,FR,France
+200144,3,11410,6593,16227,19,11,27,FR,France
+200143,3,23311,15652,30970,39,26,52,FR,France
+200142,3,18963,11652,26274,32,20,44,FR,France
+200141,3,20241,14032,26450,34,24,44,FR,France
+200140,3,18113,9971,26255,31,17,45,FR,France
+200139,3,25407,7785,43029,43,13,73,FR,France
+200138,3,9736,4985,14487,16,8,24,FR,France
+200137,3,8025,3527,12523,14,6,22,FR,France
+200136,3,4663,654,8672,8,1,15,FR,France
+200135,3,4399,0,9810,7,0,16,FR,France
+200134,3,2990,0,6419,5,0,11,FR,France
+200133,3,0,0,0,0,0,0,FR,France
+200132,3,0,0,0,0,0,0,FR,France
+200131,3,18999,4286,33712,32,7,57,FR,France
+200130,3,2144,0,5670,4,0,10,FR,France
+200129,3,2408,0,5215,4,0,9,FR,France
+200128,3,3555,553,6557,6,1,11,FR,France
+200127,3,4739,1122,8356,8,2,14,FR,France
+200126,3,3335,466,6204,6,1,11,FR,France
+200125,3,2643,527,4759,4,0,8,FR,France
+200124,3,4784,2158,7410,8,4,12,FR,France
+200123,3,6299,3161,9437,11,6,16,FR,France
+200122,3,4544,2006,7082,8,4,12,FR,France
+200121,3,8925,4094,13756,15,7,23,FR,France
+200120,3,15269,8883,21655,26,15,37,FR,France
+200119,3,17369,10575,24163,29,18,40,FR,France
+200118,3,21043,14262,27824,36,25,47,FR,France
+200117,3,25787,19109,32465,44,33,55,FR,France
+200116,3,24025,16833,31217,41,29,53,FR,France
+200115,3,24188,17340,31036,41,29,53,FR,France
+200114,3,40429,31774,49084,68,53,83,FR,France
+200113,3,48644,39517,57771,82,67,97,FR,France
+200112,3,45411,35780,55042,77,61,93,FR,France
+200111,3,49809,40534,59084,84,68,100,FR,France
+200110,3,46649,37240,56058,79,63,95,FR,France
+200109,3,58623,47346,69900,99,80,118,FR,France
+200108,3,77423,63237,91609,131,107,155,FR,France
+200107,3,126970,107898,146042,215,183,247,FR,France
+200106,3,225969,198142,253796,382,335,429,FR,France
+200105,3,278674,249486,307862,471,422,520,FR,France
+200104,3,209193,189129,229257,354,320,388,FR,France
+200103,3,139823,124243,155403,236,210,262,FR,France
+200102,3,105356,92392,118320,178,156,200,FR,France
+200101,3,98930,84599,113261,167,143,191,FR,France
+200052,3,143525,124203,162847,244,211,277,FR,France
+200051,3,125224,108719,141729,213,185,241,FR,France
+200050,3,99177,84857,113497,169,145,193,FR,France
+200049,3,74170,54196,94144,126,92,160,FR,France
+200048,3,43642,34064,53220,74,58,90,FR,France
+200047,3,64848,11322,118374,110,19,201,FR,France
+200046,3,20598,14053,27143,35,24,46,FR,France
+200045,3,25375,17229,33521,43,29,57,FR,France
+200044,3,16330,9762,22898,28,17,39,FR,France
+200043,3,36951,27693,46209,63,47,79,FR,France
+200042,3,41200,30772,51628,70,52,88,FR,France
+200041,3,40022,30939,49105,68,53,83,FR,France
+200040,3,27237,19986,34488,46,34,58,FR,France
+200039,3,19338,12649,26027,33,22,44,FR,France
+200038,3,7417,3193,11641,13,6,20,FR,France
+200037,3,2243,0,4722,4,0,8,FR,France
+200036,3,2990,0,6416,5,0,11,FR,France
+200035,3,5590,0,12003,10,0,21,FR,France
+200034,3,5188,0,12418,9,0,21,FR,France
+200033,3,1690,0,3859,3,0,7,FR,France
+200032,3,1405,0,4239,2,0,7,FR,France
+200031,3,2159,0,4744,4,0,8,FR,France
+200030,3,218,0,783,0,0,1,FR,France
+200029,3,1532,0,3751,3,0,7,FR,France
+200028,3,1071,0,2881,2,0,5,FR,France
+200027,3,2427,150,4704,4,0,8,FR,France
+200026,3,1997,0,4996,3,0,8,FR,France
+200025,3,4239,221,8257,7,0,14,FR,France
+200024,3,5411,1122,9700,9,2,16,FR,France
+200023,3,8757,4101,13413,15,7,23,FR,France
+200022,3,4966,1694,8238,8,2,14,FR,France
+200021,3,4271,1389,7153,7,2,12,FR,France
+200020,3,4520,1478,7562,8,3,13,FR,France
+200019,3,13867,8548,19186,24,15,33,FR,France
+200018,3,5386,2261,8511,9,4,14,FR,France
+200017,3,7018,1581,12455,12,3,21,FR,France
+200016,3,5328,1433,9223,9,2,16,FR,France
+200015,3,12020,6436,17604,20,11,29,FR,France
+200014,3,10942,5691,16193,19,10,28,FR,France
+200013,3,8572,3443,13701,15,6,24,FR,France
+200012,3,7081,3097,11065,12,5,19,FR,France
+200011,3,12172,7447,16897,21,13,29,FR,France
+200010,3,9091,5450,12732,15,9,21,FR,France
+200009,3,14631,9200,20062,25,16,34,FR,France
+200008,3,23647,17172,30122,40,29,51,FR,France
+200007,3,59173,48440,69906,101,83,119,FR,France
+200006,3,146517,129961,163073,249,221,277,FR,France
+200005,3,261687,239983,283391,445,408,482,FR,France
+200004,3,374822,349785,399859,637,594,680,FR,France
+200003,3,484233,456706,511760,824,777,871,FR,France
+200002,3,521069,492185,549953,886,837,935,FR,France
+200001,3,541945,511326,572564,922,870,974,FR,France
+199952,3,387655,360652,414658,663,617,709,FR,France
+199951,3,272075,250906,293244,465,429,501,FR,France
+199950,3,181113,164571,197655,310,282,338,FR,France
+199949,3,112328,99058,125598,192,169,215,FR,France
+199948,3,58710,48651,68769,100,83,117,FR,France
+199947,3,35912,23462,48362,61,40,82,FR,France
+199946,3,8601,1503,15699,15,3,27,FR,France
+199945,3,17781,10817,24745,30,18,42,FR,France
+199944,3,18238,12870,23606,31,22,40,FR,France
+199943,3,18135,12601,23669,31,22,40,FR,France
+199942,3,19183,13258,25108,33,23,43,FR,France
+199941,3,25171,18689,31653,43,32,54,FR,France
+199940,3,24185,16184,32186,41,27,55,FR,France
+199939,3,28553,20776,36330,49,36,62,FR,France
+199938,3,12430,7759,17101,21,13,29,FR,France
+199937,3,7543,4283,10803,13,7,19,FR,France
+199936,3,8191,2827,13555,14,5,23,FR,France
+199935,3,3334,1188,5480,6,2,10,FR,France
+199934,3,7600,0,27730,13,0,47,FR,France
+199933,3,9757,354,19160,17,1,33,FR,France
+199932,3,7149,0,15077,12,0,26,FR,France
+199931,3,2640,0,5463,5,0,10,FR,France
+199930,3,1478,0,3153,3,0,6,FR,France
+199929,3,3983,498,7468,7,1,13,FR,France
+199928,3,3731,712,6750,6,1,11,FR,France
+199927,3,5004,1597,8411,9,3,15,FR,France
+199926,3,3459,699,6219,6,1,11,FR,France
+199925,3,5302,2057,8547,9,3,15,FR,France
+199924,3,4327,1646,7008,7,2,12,FR,France
+199923,3,5370,2374,8366,9,4,14,FR,France
+199922,3,4404,1643,7165,8,3,13,FR,France
+199921,3,4180,1485,6875,7,2,12,FR,France
+199920,3,6073,2775,9371,10,4,16,FR,France
+199919,3,6241,3220,9262,11,6,16,FR,France
+199918,3,3057,678,5436,5,1,9,FR,France
+199917,3,2904,701,5107,5,1,9,FR,France
+199916,3,7539,3360,11718,13,6,20,FR,France
+199915,3,11535,6814,16256,20,12,28,FR,France
+199914,3,18730,13131,24329,32,22,42,FR,France
+199913,3,38453,29560,47346,66,51,81,FR,France
+199912,3,58090,48072,68108,99,82,116,FR,France
+199911,3,91329,78686,103972,156,134,178,FR,France
+199910,3,147976,131058,164894,253,224,282,FR,France
+199909,3,207450,188710,226190,355,323,387,FR,France
+199908,3,313293,292280,334306,536,500,572,FR,France
+199907,3,524136,496702,551570,896,849,943,FR,France
+199906,3,493908,466605,521211,844,797,891,FR,France
+199905,3,476884,449696,504072,815,769,861,FR,France
+199904,3,368514,345131,391897,630,590,670,FR,France
+199903,3,242388,224208,260568,414,383,445,FR,France
+199902,3,160657,145209,176105,275,249,301,FR,France
+199901,3,130133,115125,145141,222,196,248,FR,France
+199853,3,107611,92301,122921,185,159,211,FR,France
+199852,3,72373,61032,83714,124,105,143,FR,France
+199851,3,78179,67156,89202,134,115,153,FR,France
+199850,3,54775,45478,64072,94,78,110,FR,France
+199849,3,33385,26332,40438,57,45,69,FR,France
+199848,3,22636,16668,28604,39,29,49,FR,France
+199847,3,14505,9746,19264,25,17,33,FR,France
+199846,3,13804,9049,18559,24,16,32,FR,France
+199845,3,13021,8113,17929,22,14,30,FR,France
+199844,3,12631,7410,17852,22,13,31,FR,France
+199843,3,12180,7125,17235,21,12,30,FR,France
+199842,3,18885,12726,25044,32,21,43,FR,France
+199841,3,24196,17506,30886,42,31,53,FR,France
+199840,3,20235,14114,26356,35,25,45,FR,France
+199839,3,17075,11538,22612,29,20,38,FR,France
+199838,3,10837,6336,15338,19,11,27,FR,France
+199837,3,6968,3227,10709,12,6,18,FR,France
+199836,3,3033,580,5486,5,1,9,FR,France
+199835,3,2491,0,5022,4,0,8,FR,France
+199834,3,3853,589,7117,7,1,13,FR,France
+199833,3,2934,0,6598,5,0,11,FR,France
+199832,3,1308,0,2894,2,0,5,FR,France
+199831,3,12147,0,29237,21,0,50,FR,France
+199830,3,5309,1628,8990,9,3,15,FR,France
+199829,3,6486,2465,10507,11,4,18,FR,France
+199828,3,9577,4464,14690,16,7,25,FR,France
+199827,3,12358,7158,17558,21,12,30,FR,France
+199826,3,10415,6547,14283,18,11,25,FR,France
+199825,3,18246,13050,23442,31,22,40,FR,France
+199824,3,16263,11126,21400,28,19,37,FR,France
+199823,3,8553,4911,12195,15,9,21,FR,France
+199822,3,5181,2669,7693,9,5,13,FR,France
+199821,3,4751,2416,7086,8,4,12,FR,France
+199820,3,12129,8099,16159,21,14,28,FR,France
+199819,3,24118,17906,30330,41,30,52,FR,France
+199818,3,31612,24512,38712,54,42,66,FR,France
+199817,3,61148,51894,70402,105,89,121,FR,France
+199816,3,123195,109878,136512,211,188,234,FR,France
+199815,3,171603,156715,186491,294,268,320,FR,France
+199814,3,319092,298398,339786,547,512,582,FR,France
+199813,3,298212,278513,317911,512,478,546,FR,France
+199812,3,263585,246356,280814,452,422,482,FR,France
+199811,3,220578,204894,236262,378,351,405,FR,France
+199810,3,202354,186304,218404,347,319,375,FR,France
+199809,3,227553,209970,245136,390,360,420,FR,France
+199808,3,271362,252005,290719,465,432,498,FR,France
+199807,3,190187,173694,206680,326,298,354,FR,France
+199806,3,88217,76829,99605,151,131,171,FR,France
+199805,3,45180,36970,53390,77,63,91,FR,France
+199804,3,30005,23272,36738,51,39,63,FR,France
+199803,3,23900,18221,29579,41,31,51,FR,France
+199802,3,31143,23994,38292,53,41,65,FR,France
+199801,3,24809,17786,31832,43,31,55,FR,France
+199752,3,29039,21984,36094,50,38,62,FR,France
+199751,3,34924,27737,42111,60,48,72,FR,France
+199750,3,33527,26388,40666,58,46,70,FR,France
+199749,3,15978,11147,20809,27,19,35,FR,France
+199748,3,11507,7744,15270,20,14,26,FR,France
+199747,3,11059,7151,14967,19,12,26,FR,France
+199746,3,8073,4613,11533,14,8,20,FR,France
+199745,3,18202,13113,23291,31,22,40,FR,France
+199744,3,19770,14405,25135,34,25,43,FR,France
+199743,3,16707,11945,21469,29,21,37,FR,France
+199742,3,15340,10351,20329,26,17,35,FR,France
+199741,3,16933,11941,21925,29,20,38,FR,France
+199740,3,13292,8709,17875,23,15,31,FR,France
+199739,3,10189,6279,14099,18,11,25,FR,France
+199738,3,3231,1061,5401,6,2,10,FR,France
+199737,3,4542,1949,7135,8,4,12,FR,France
+199736,3,5131,2205,8057,9,4,14,FR,France
+199735,3,1842,0,3740,3,0,6,FR,France
+199734,3,3226,0,6717,6,0,12,FR,France
+199733,3,1799,0,4368,3,0,7,FR,France
+199732,3,2086,0,4411,4,0,8,FR,France
+199731,3,1386,0,3332,2,0,5,FR,France
+199730,3,2116,0,4919,4,0,9,FR,France
+199729,3,1973,0,4347,3,0,7,FR,France
+199728,3,1560,216,2904,3,1,5,FR,France
+199727,3,2540,754,4326,4,1,7,FR,France
+199726,3,5582,2699,8465,10,5,15,FR,France
+199725,3,4012,1090,6934,7,2,12,FR,France
+199724,3,4696,1824,7568,8,3,13,FR,France
+199723,3,4709,2136,7282,8,4,12,FR,France
+199722,3,2283,665,3901,4,1,7,FR,France
+199721,3,2108,664,3552,4,2,6,FR,France
+199720,3,3257,1519,4995,6,3,9,FR,France
+199719,3,4646,2436,6856,8,4,12,FR,France
+199718,3,5246,2764,7728,9,5,13,FR,France
+199717,3,14236,9906,18566,24,17,31,FR,France
+199716,3,12169,8111,16227,21,14,28,FR,France
+199715,3,9516,6192,12840,16,10,22,FR,France
+199714,3,13602,9659,17545,23,16,30,FR,France
+199713,3,18032,13345,22719,31,23,39,FR,France
+199712,3,17199,12707,21691,30,22,38,FR,France
+199711,3,19988,15419,24557,34,26,42,FR,France
+199710,3,21903,17338,26468,38,30,46,FR,France
+199709,3,29860,24261,35459,51,41,61,FR,France
+199708,3,55445,47857,63033,95,82,108,FR,France
+199707,3,70876,62518,79234,122,108,136,FR,France
+199706,3,76906,68152,85660,132,117,147,FR,France
+199705,3,95900,86095,105705,165,148,182,FR,France
+199704,3,96896,87079,106713,167,150,184,FR,France
+199703,3,143844,131917,155771,248,227,269,FR,France
+199702,3,211578,197395,225761,364,340,388,FR,France
+199701,3,280440,263783,297097,483,454,512,FR,France
+199652,3,388201,369211,407191,670,637,703,FR,France
+199651,3,640627,617388,663866,1106,1066,1146,FR,France
+199650,3,535205,514568,555842,924,888,960,FR,France
+199649,3,411498,393335,429661,710,679,741,FR,France
+199648,3,195568,182563,208573,338,316,360,FR,France
+199647,3,71980,63619,80341,124,110,138,FR,France
+199646,3,32138,26358,37918,55,45,65,FR,France
+199645,3,25551,20136,30966,44,35,53,FR,France
+199644,3,10753,7230,14276,19,13,25,FR,France
+199643,3,12971,9311,16631,22,16,28,FR,France
+199642,3,11929,8472,15386,21,15,27,FR,France
+199641,3,9918,6674,13162,17,11,23,FR,France
+199640,3,10765,7067,14463,19,13,25,FR,France
+199639,3,8377,5183,11571,14,8,20,FR,France
+199638,3,9470,5965,12975,16,10,22,FR,France
+199637,3,2925,829,5021,5,1,9,FR,France
+199636,3,1122,23,2221,2,0,4,FR,France
+199635,3,1674,93,3255,3,0,6,FR,France
+199634,3,1273,122,2424,2,0,4,FR,France
+199633,3,540,0,1246,1,0,2,FR,France
+199632,3,1453,176,2730,3,1,5,FR,France
+199631,3,3010,752,5268,5,1,9,FR,France
+199630,3,2992,706,5278,5,1,9,FR,France
+199629,3,1559,144,2974,3,1,5,FR,France
+199628,3,3109,541,5677,5,1,9,FR,France
+199627,3,4456,1595,7317,8,3,13,FR,France
+199626,3,2871,1138,4604,5,2,8,FR,France
+199625,3,2308,856,3760,4,1,7,FR,France
+199624,3,2490,1067,3913,4,2,6,FR,France
+199623,3,2819,1262,4376,5,2,8,FR,France
+199622,3,4005,1984,6026,7,4,10,FR,France
+199621,3,7042,4291,9793,12,7,17,FR,France
+199620,3,10619,7365,13873,18,12,24,FR,France
+199619,3,11898,8065,15731,21,14,28,FR,France
+199618,3,18338,13352,23324,32,23,41,FR,France
+199617,3,24954,19100,30808,43,33,53,FR,France
+199616,3,29313,23868,34758,51,42,60,FR,France
+199615,3,51703,43644,59762,89,75,103,FR,France
+199614,3,44414,36774,52054,77,64,90,FR,France
+199613,3,30622,25062,36182,53,43,63,FR,France
+199612,3,31818,25852,37784,55,45,65,FR,France
+199611,3,24427,19499,29355,42,33,51,FR,France
+199610,3,20910,16198,25622,36,28,44,FR,France
+199609,3,19594,15228,23960,34,26,42,FR,France
+199608,3,19046,14850,23242,33,26,40,FR,France
+199607,3,23041,18338,27744,40,32,48,FR,France
+199606,3,21810,17153,26467,38,30,46,FR,France
+199605,3,25275,20410,30140,44,36,52,FR,France
+199604,3,43359,36948,49770,75,64,86,FR,France
+199603,3,54691,48016,61366,94,82,106,FR,France
+199602,3,105606,96106,115106,182,166,198,FR,France
+199601,3,223830,209274,238386,386,361,411,FR,France
+199552,3,397122,378252,415992,688,655,721,FR,France
+199551,3,749988,725434,774542,1299,1256,1342,FR,France
+199550,3,604926,583100,626752,1047,1009,1085,FR,France
+199549,3,375500,358200,392800,650,620,680,FR,France
+199548,3,206446,193457,219435,357,335,379,FR,France
+199547,3,120472,110526,130418,209,192,226,FR,France
+199546,3,62380,55042,69718,108,95,121,FR,France
+199545,3,29791,24523,35059,52,43,61,FR,France
+199544,3,13168,9820,16516,23,17,29,FR,France
+199543,3,16188,12389,19987,28,21,35,FR,France
+199542,3,15178,11387,18969,26,19,33,FR,France
+199541,3,14980,10851,19109,26,19,33,FR,France
+199540,3,16245,11610,20880,28,20,36,FR,France
+199539,3,18499,13844,23154,32,24,40,FR,France
+199538,3,13123,9410,16836,23,17,29,FR,France
+199537,3,4895,2666,7124,8,4,12,FR,France
+199536,3,3659,1574,5744,6,2,10,FR,France
+199535,3,2496,644,4348,4,1,7,FR,France
+199534,3,1887,214,3560,3,0,6,FR,France
+199533,3,905,0,2007,2,0,4,FR,France
+199532,3,700,0,1699,1,0,3,FR,France
+199531,3,1946,92,3800,3,0,6,FR,France
+199530,3,1898,46,3750,3,0,6,FR,France
+199529,3,2148,687,3609,4,1,7,FR,France
+199528,3,3312,1430,5194,6,3,9,FR,France
+199527,3,4853,2683,7023,8,4,12,FR,France
+199526,3,4986,2911,7061,9,5,13,FR,France
+199525,3,4571,2520,6622,8,4,12,FR,France
+199524,3,8058,5054,11062,14,9,19,FR,France
+199523,3,13820,9801,17839,24,17,31,FR,France
+199522,3,14124,9999,18249,24,17,31,FR,France
+199521,3,11931,8655,15207,21,15,27,FR,France
+199520,3,18846,14311,23381,33,25,41,FR,France
+199519,3,26261,21488,31034,45,37,53,FR,France
+199518,3,39231,33258,45204,68,58,78,FR,France
+199517,3,88640,79343,97937,153,137,169,FR,France
+199516,3,140488,129439,151537,243,224,262,FR,France
+199515,3,181007,169110,192904,313,292,334,FR,France
+199514,3,248704,235144,262264,431,408,454,FR,France
+199513,3,209839,197191,222487,363,341,385,FR,France
+199512,3,122434,112497,132371,212,195,229,FR,France
+199511,3,81730,73346,90114,142,127,157,FR,France
+199510,3,49387,42703,56071,86,74,98,FR,France
+199509,3,39696,33259,46133,69,58,80,FR,France
+199508,3,38008,32225,43791,66,56,76,FR,France
+199507,3,30550,25479,35621,53,44,62,FR,France
+199506,3,37351,32007,42695,65,56,74,FR,France
+199505,3,27876,23218,32534,48,40,56,FR,France
+199504,3,27643,22818,32468,48,40,56,FR,France
+199503,3,24844,20391,29297,43,35,51,FR,France
+199502,3,23480,19249,27711,41,34,48,FR,France
+199501,3,26556,21916,31196,46,38,54,FR,France
+199452,3,22036,17495,26577,38,30,46,FR,France
+199451,3,26912,21750,32074,47,38,56,FR,France
+199450,3,28831,23470,34192,50,41,59,FR,France
+199449,3,21161,16559,25763,37,29,45,FR,France
+199448,3,18487,14456,22518,32,25,39,FR,France
+199447,3,15206,11578,18834,26,20,32,FR,France
+199446,3,14252,10525,17979,25,19,31,FR,France
+199445,3,12152,8448,15856,21,15,27,FR,France
+199444,3,11307,7688,14926,20,14,26,FR,France
+199443,3,11254,8002,14506,20,14,26,FR,France
+199442,3,14406,10653,18159,25,18,32,FR,France
+199441,3,14073,10341,17805,24,18,30,FR,France
+199440,3,15962,11850,20074,28,21,35,FR,France
+199439,3,15878,11643,20113,28,21,35,FR,France
+199438,3,15366,11100,19632,27,20,34,FR,France
+199437,3,5949,3561,8337,10,6,14,FR,France
+199436,3,2806,1133,4479,5,2,8,FR,France
+199435,3,4556,2358,6754,8,4,12,FR,France
+199434,3,3459,1444,5474,6,2,10,FR,France
+199433,3,4272,977,7567,7,1,13,FR,France
+199432,3,4786,1613,7959,8,2,14,FR,France
+199431,3,5027,1580,8474,9,3,15,FR,France
+199430,3,2100,520,3680,4,1,7,FR,France
+199429,3,1188,0,2384,2,0,4,FR,France
+199428,3,1581,316,2846,3,1,5,FR,France
+199427,3,713,0,1459,1,0,2,FR,France
+199426,3,990,80,1900,2,0,4,FR,France
+199425,3,5431,3222,7640,9,5,13,FR,France
+199424,3,6288,3723,8853,11,7,15,FR,France
+199423,3,6440,1052,11828,11,2,20,FR,France
+199422,3,845,0,2449,1,0,4,FR,France
+199421,3,2197,395,3999,4,1,7,FR,France
+199420,3,2217,852,3582,4,2,6,FR,France
+199419,3,1483,406,2560,3,1,5,FR,France
+199418,3,3705,1940,5470,6,3,9,FR,France
+199417,3,2288,1064,3512,4,2,6,FR,France
+199416,3,5156,3176,7136,9,6,12,FR,France
+199415,3,6952,4678,9226,12,8,16,FR,France
+199414,3,4671,2784,6558,8,5,11,FR,France
+199413,3,3343,1641,5045,6,3,9,FR,France
+199412,3,4305,2412,6198,7,4,10,FR,France
+199411,3,5399,3327,7471,9,5,13,FR,France
+199410,3,4548,2529,6567,8,4,12,FR,France
+199409,3,5635,3251,8019,10,6,14,FR,France
+199408,3,9539,6652,12426,17,12,22,FR,France
+199407,3,14639,11188,18090,25,19,31,FR,France
+199406,3,17308,13395,21221,30,23,37,FR,France
+199405,3,18489,14290,22688,32,25,39,FR,France
+199404,3,23712,19048,28376,41,33,49,FR,France
+199403,3,29882,24817,34947,52,43,61,FR,France
+199402,3,47402,41415,53389,82,72,92,FR,France
+199401,3,118119,108182,128056,205,188,222,FR,France
+199352,3,233137,218608,247666,406,381,431,FR,France
+199351,3,377472,359792,395152,658,627,689,FR,France
+199350,3,627639,607097,648181,1094,1058,1130,FR,France
+199349,3,898045,873419,922671,1565,1522,1608,FR,France
+199348,3,527582,507752,547412,920,885,955,FR,France
+199347,3,241371,226769,255973,421,396,446,FR,France
+199346,3,76034,68003,84065,133,119,147,FR,France
+199345,3,32289,27022,37556,56,47,65,FR,France
+199344,3,17832,14015,21649,31,24,38,FR,France
+199343,3,15098,11333,18863,26,19,33,FR,France
+199342,3,19187,14893,23481,33,26,40,FR,France
+199341,3,18285,14384,22186,32,25,39,FR,France
+199340,3,13805,10348,17262,24,18,30,FR,France
+199339,3,14783,11173,18393,26,20,32,FR,France
+199338,3,10492,7329,13655,18,12,24,FR,France
+199337,3,7023,4503,9543,12,8,16,FR,France
+199336,3,4361,2445,6277,8,5,11,FR,France
+199335,3,5589,3066,8112,10,6,14,FR,France
+199334,3,2984,1209,4759,5,2,8,FR,France
+199333,3,3217,758,5676,6,2,10,FR,France
+199332,3,3755,1051,6459,7,2,12,FR,France
+199331,3,4163,1768,6558,7,3,11,FR,France
+199330,3,4055,1907,6203,7,3,11,FR,France
+199329,3,3714,1668,5760,6,2,10,FR,France
+199328,3,1774,484,3064,3,1,5,FR,France
+199327,3,2574,918,4230,4,1,7,FR,France
+199326,3,3048,1450,4646,5,2,8,FR,France
+199325,3,8348,5260,11436,15,10,20,FR,France
+199324,3,6624,3747,9501,12,7,17,FR,France
+199323,3,7424,4302,10546,13,8,18,FR,France
+199322,3,3432,1849,5015,6,3,9,FR,France
+199321,3,5942,3670,8214,10,6,14,FR,France
+199320,3,5137,3157,7117,9,6,12,FR,France
+199319,3,4593,2725,6461,8,5,11,FR,France
+199318,3,5027,3075,6979,9,6,12,FR,France
+199317,3,8111,5138,11084,14,9,19,FR,France
+199316,3,24932,19468,30396,43,33,53,FR,France
+199315,3,22181,17147,27215,39,30,48,FR,France
+199314,3,38266,30865,45667,67,54,80,FR,France
+199313,3,62987,54506,71468,110,95,125,FR,France
+199312,3,63493,55956,71030,111,98,124,FR,France
+199311,3,80548,72628,88468,140,126,154,FR,France
+199310,3,127910,117688,138132,223,205,241,FR,France
+199309,3,184150,171378,196922,321,299,343,FR,France
+199308,3,222932,209051,236813,389,365,413,FR,France
+199307,3,248494,234936,262052,433,409,457,FR,France
+199306,3,286939,271830,302048,500,474,526,FR,France
+199305,3,255890,241516,270264,446,421,471,FR,France
+199304,3,193107,181261,204953,337,316,358,FR,France
+199303,3,147854,137256,158452,258,240,276,FR,France
+199302,3,90269,82164,98374,157,143,171,FR,France
+199301,3,75288,67244,83332,131,117,145,FR,France
+199253,3,56622,49107,64137,99,86,112,FR,France
+199252,3,49588,42568,56608,87,75,99,FR,France
+199251,3,41156,35024,47288,72,61,83,FR,France
+199250,3,40100,34699,45501,70,61,79,FR,France
+199249,3,39146,33847,44445,69,60,78,FR,France
+199248,3,32392,27499,37285,57,48,66,FR,France
+199247,3,26276,21797,30755,46,38,54,FR,France
+199246,3,22758,18462,27054,40,32,48,FR,France
+199245,3,22023,17804,26242,39,32,46,FR,France
+199244,3,27619,22945,32293,48,40,56,FR,France
+199243,3,24969,20704,29234,44,37,51,FR,France
+199242,3,29980,25261,34699,52,44,60,FR,France
+199241,3,24091,19953,28229,42,35,49,FR,France
+199240,3,17593,13885,21301,31,25,37,FR,France
+199239,3,13535,10301,16769,24,18,30,FR,France
+199238,3,9837,7106,12568,17,12,22,FR,France
+199237,3,7480,5130,9830,13,9,17,FR,France
+199236,3,5155,2958,7352,9,5,13,FR,France
+199235,3,6383,3687,9079,11,6,16,FR,France
+199234,3,2953,922,4984,5,1,9,FR,France
+199233,3,4046,1549,6543,7,3,11,FR,France
+199232,3,4963,2215,7711,9,4,14,FR,France
+199231,3,4233,1733,6733,7,3,11,FR,France
+199230,3,3091,1145,5037,5,2,8,FR,France
+199229,3,3586,1583,5589,6,2,10,FR,France
+199228,3,4179,2133,6225,7,3,11,FR,France
+199227,3,5568,3134,8002,10,6,14,FR,France
+199226,3,5886,3229,8543,10,5,15,FR,France
+199225,3,5304,2805,7803,9,5,13,FR,France
+199224,3,5928,3482,8374,10,6,14,FR,France
+199223,3,3914,1855,5973,7,3,11,FR,France
+199222,3,4899,2641,7157,9,5,13,FR,France
+199221,3,5059,2889,7229,9,5,13,FR,France
+199220,3,4308,2226,6390,8,4,12,FR,France
+199219,3,2982,1181,4783,5,2,8,FR,France
+199218,3,3887,1777,5997,7,3,11,FR,France
+199217,3,3614,1216,6012,6,2,10,FR,France
+199216,3,5460,2934,7986,10,6,14,FR,France
+199215,3,8642,5029,12255,15,9,21,FR,France
+199214,3,11346,7536,15156,20,13,27,FR,France
+199213,3,11693,8096,15290,20,14,26,FR,France
+199212,3,11752,7834,15670,21,14,28,FR,France
+199211,3,11689,7575,15803,20,13,27,FR,France
+199210,3,19224,12971,25477,34,23,45,FR,France
+199209,3,26629,20275,32983,47,36,58,FR,France
+199208,3,37667,30887,44447,66,54,78,FR,France
+199207,3,57312,48777,65847,100,85,115,FR,France
+199206,3,112450,99989,124911,197,175,219,FR,France
+199205,3,165474,151342,179606,290,265,315,FR,France
+199204,3,147959,133595,162323,259,234,284,FR,France
+199203,3,137893,122944,152842,241,215,267,FR,France
+199202,3,185852,166558,205146,325,291,359,FR,France
+199201,3,247688,222574,272802,434,390,478,FR,France
+199152,3,349815,325499,374131,615,572,658,FR,France
+199151,3,378413,355928,400898,666,626,706,FR,France
+199150,3,198721,182878,214564,350,322,378,FR,France
+199149,3,93903,82992,104814,165,146,184,FR,France
+199148,3,45173,37384,52962,79,65,93,FR,France
+199147,3,35691,28224,43158,63,50,76,FR,France
+199146,3,23685,17531,29839,42,31,53,FR,France
+199145,3,19565,13551,25579,34,23,45,FR,France
+199144,3,21571,15477,27665,38,27,49,FR,France
+199143,3,28842,21958,35726,51,39,63,FR,France
+199142,3,27483,20385,34581,48,36,60,FR,France
+199141,3,28185,20655,35715,50,37,63,FR,France
+199140,3,26740,16049,37431,47,28,66,FR,France
+199139,3,14373,8734,20012,25,15,35,FR,France
+199138,3,7460,3700,11220,13,6,20,FR,France
+199137,3,2429,434,4424,4,0,8,FR,France
+199136,3,2380,0,4882,4,0,8,FR,France
+199135,3,2372,0,5025,4,0,9,FR,France
+199134,3,2099,0,5104,4,0,9,FR,France
+199133,3,1654,0,4102,3,0,7,FR,France
+199132,3,625,0,2190,1,0,4,FR,France
+199131,3,2464,0,5830,4,0,10,FR,France
+199130,3,2382,0,6857,4,0,12,FR,France
+199129,3,3837,40,7634,7,0,14,FR,France
+199128,3,3297,152,6442,6,0,12,FR,France
+199127,3,3164,934,5394,6,2,10,FR,France
+199126,3,6376,3324,9428,11,6,16,FR,France
+199125,3,8218,4776,11660,14,8,20,FR,France
+199124,3,8223,4660,11786,14,8,20,FR,France
+199123,3,6801,3596,10006,12,6,18,FR,France
+199122,3,6050,2682,9418,11,5,17,FR,France
+199121,3,6391,3385,9397,11,6,16,FR,France
+199120,3,8633,4683,12583,15,8,22,FR,France
+199119,3,7785,3986,11584,14,7,21,FR,France
+199118,3,10856,6457,15255,19,11,27,FR,France
+199117,3,15603,10950,20256,27,19,35,FR,France
+199116,3,15665,11184,20146,28,20,36,FR,France
+199115,3,15062,10715,19409,26,18,34,FR,France
+199114,3,27862,21583,34141,49,38,60,FR,France
+199113,3,32179,25829,38529,57,46,68,FR,France
+199112,3,27873,22312,33434,49,39,59,FR,France
+199111,3,46186,38876,53496,81,68,94,FR,France
+199110,3,88750,77784,99716,156,137,175,FR,France
+199109,3,139093,124326,153860,245,219,271,FR,France
+199108,3,216369,198630,234108,381,350,412,FR,France
+199107,3,208836,191789,225883,367,337,397,FR,France
+199106,3,134737,121280,148194,237,213,261,FR,France
+199105,3,73564,62716,84412,129,110,148,FR,France
+199104,3,48253,39031,57475,85,69,101,FR,France
+199103,3,29382,22258,36506,52,39,65,FR,France
+199102,3,29759,22044,37474,52,38,66,FR,France
+199101,3,42927,33706,52148,76,60,92,FR,France
+199052,3,41262,31607,50917,73,56,90,FR,France
+199051,3,46924,37544,56304,83,66,100,FR,France
+199050,3,44125,36137,52113,78,64,92,FR,France
+199049,3,38379,30603,46155,68,54,82,FR,France
+199048,3,29571,22315,36827,52,39,65,FR,France
+199047,3,23358,15890,30826,41,28,54,FR,France
+199046,3,20246,7930,32562,36,14,58,FR,France
+199045,3,17571,11591,23551,31,20,42,FR,France
+199044,3,16182,10305,22059,29,19,39,FR,France
+199043,3,17579,11588,23570,31,20,42,FR,France
+199042,3,13011,7875,18147,23,14,32,FR,France
+199041,3,19723,13330,26116,35,24,46,FR,France
+199040,3,20433,14614,26252,36,26,46,FR,France
+199039,3,15618,10315,20921,28,19,37,FR,France
+199038,3,11146,6197,16095,20,11,29,FR,France
+199037,3,4051,1022,7080,7,2,12,FR,France
+199036,3,2542,124,4960,4,0,8,FR,France
+199035,3,934,0,2681,2,0,5,FR,France
+199034,3,201,0,595,0,0,1,FR,France
+199033,3,0,0,0,0,0,0,FR,France
+199032,3,1399,0,3849,2,0,6,FR,France
+199031,3,881,0,2206,2,0,4,FR,France
+199030,3,425,0,1262,1,0,2,FR,France
+199029,3,1077,0,2643,2,0,5,FR,France
+199028,3,959,0,2252,2,0,4,FR,France
+199027,3,2948,793,5103,5,1,9,FR,France
+199026,3,7236,2651,11821,13,5,21,FR,France
+199025,3,7879,3136,12622,14,6,22,FR,France
+199024,3,5727,2460,8994,10,4,16,FR,France
+199023,3,3655,1043,6267,6,1,11,FR,France
+199022,3,4196,1292,7100,7,2,12,FR,France
+199021,3,1004,0,2367,2,0,4,FR,France
+199020,3,4506,1771,7241,8,3,13,FR,France
+199019,3,5897,2440,9354,10,4,16,FR,France
+199018,3,1738,141,3335,3,0,6,FR,France
+199017,3,5278,2197,8359,9,4,14,FR,France
+199016,3,8129,3754,12504,14,6,22,FR,France
+199015,3,11707,5831,17583,21,11,31,FR,France
+199014,3,12862,8177,17547,23,15,31,FR,France
+199013,3,21879,15088,28670,39,27,51,FR,France
+199012,3,17035,11135,22935,30,20,40,FR,France
+199011,3,20018,14311,25725,35,25,45,FR,France
+199010,3,16294,11045,21543,29,20,38,FR,France
+199009,3,21793,15460,28126,39,28,50,FR,France
+199008,3,26110,19342,32878,46,34,58,FR,France
+199007,3,61742,49720,73764,109,88,130,FR,France
+199006,3,399984,353345,446623,707,625,789,FR,France
+199005,3,161765,146354,177176,286,259,313,FR,France
+199004,3,287771,267698,307844,509,474,544,FR,France
+199003,3,315466,296550,334382,558,525,591,FR,France
+199002,3,345060,326087,364033,610,576,644,FR,France
+199001,3,483600,460913,506287,855,815,895,FR,France
+198952,3,581149,556023,606275,1035,990,1080,FR,France
+198951,3,821540,793846,849234,1463,1414,1512,FR,France
+198950,3,749283,723633,774933,1334,1288,1380,FR,France
+198949,3,358043,340053,376033,638,606,670,FR,France
+198948,3,119087,108253,129921,212,193,231,FR,France
+198947,3,40963,33897,48029,73,60,86,FR,France
+198946,3,23547,17952,29142,42,32,52,FR,France
+198945,3,22711,16999,28423,40,30,50,FR,France
+198944,3,23405,17475,29335,42,31,53,FR,France
+198943,3,29549,23287,35811,53,42,64,FR,France
+198942,3,39410,32172,46648,70,57,83,FR,France
+198941,3,43763,35245,52281,78,63,93,FR,France
+198940,3,31453,24288,38618,56,43,69,FR,France
+198939,3,24622,18425,30819,44,33,55,FR,France
+198938,3,18296,13483,23109,33,24,42,FR,France
+198937,3,12022,8082,15962,21,14,28,FR,France
+198936,3,4769,2299,7239,8,4,12,FR,France
+198935,3,4661,1696,7626,8,3,13,FR,France
+198934,3,6039,2185,9893,11,4,18,FR,France
+198933,3,7940,3858,12022,14,7,21,FR,France
+198932,3,7114,2361,11867,13,5,21,FR,France
+198931,3,2721,0,5478,5,0,10,FR,France
+198930,3,3168,561,5775,6,1,11,FR,France
+198929,3,3909,1504,6314,7,3,11,FR,France
+198928,3,1284,105,2463,2,0,4,FR,France
+198927,3,3641,1350,5932,6,2,10,FR,France
+198926,3,5753,2885,8621,10,5,15,FR,France
+198925,3,6299,3454,9144,11,6,16,FR,France
+198924,3,6337,3537,9137,11,6,16,FR,France
+198923,3,11779,7984,15574,21,14,28,FR,France
+198922,3,9104,4764,13444,16,8,24,FR,France
+198921,3,9554,4316,14792,17,8,26,FR,France
+198920,3,6093,1023,11163,11,2,20,FR,France
+198919,3,0,,,0,,,FR,France
+198918,3,13452,1365,25539,24,2,46,FR,France
+198917,3,10949,7147,14751,19,12,26,FR,France
+198916,3,10908,7494,14322,19,13,25,FR,France
+198915,3,9667,6209,13125,17,11,23,FR,France
+198914,3,15230,10469,19991,27,19,35,FR,France
+198913,3,10564,6767,14361,19,12,26,FR,France
+198912,3,13419,9542,17296,24,17,31,FR,France
+198911,3,16633,12140,21126,30,22,38,FR,France
+198910,3,12387,8750,16024,22,16,28,FR,France
+198909,3,12895,9183,16607,23,16,30,FR,France
+198908,3,19746,15258,24234,35,27,43,FR,France
+198907,3,27277,21760,32794,49,39,59,FR,France
+198906,3,47844,40320,55368,85,72,98,FR,France
+198905,3,52840,45665,60015,94,81,107,FR,France
+198904,3,54942,47750,62134,98,85,111,FR,France
+198903,3,66010,58065,73955,118,104,132,FR,France
+198902,3,112284,102003,122565,200,182,218,FR,France
+198901,3,202266,188305,216227,360,335,385,FR,France
+198852,3,467971,447033,488909,837,800,874,FR,France
+198851,3,872748,846468,899028,1562,1515,1609,FR,France
+198850,3,1001824,974799,1028849,1793,1745,1841,FR,France
+198849,3,966523,940068,992978,1729,1682,1776,FR,France
+198848,3,637811,614785,660837,1141,1100,1182,FR,France
+198847,3,246062,231234,260890,440,413,467,FR,France
+198846,3,92484,83160,101808,165,148,182,FR,France
+198845,3,53940,46148,61732,97,83,111,FR,France
+198844,3,42106,35336,48876,75,63,87,FR,France
+198843,3,38252,31909,44595,68,57,79,FR,France
+198842,3,45495,38467,52523,81,68,94,FR,France
+198841,3,46336,39344,53328,83,70,96,FR,France
+198840,3,39882,33507,46257,71,60,82,FR,France
+198839,3,43730,36755,50705,78,66,90,FR,France
+198838,3,35243,29367,41119,63,52,74,FR,France
+198837,3,15537,11911,19163,28,22,34,FR,France
+198836,3,7539,4840,10238,13,8,18,FR,France
+198835,3,7797,4762,10832,14,9,19,FR,France
+198834,3,4950,2005,7895,9,4,14,FR,France
+198833,3,7937,3861,12013,14,7,21,FR,France
+198832,3,7033,2595,11471,13,5,21,FR,France
+198831,3,8758,3591,13925,16,7,25,FR,France
+198830,3,4205,1224,7186,8,3,13,FR,France
+198829,3,6103,1013,11193,11,2,20,FR,France
+198828,3,8562,3483,13641,15,6,24,FR,France
+198827,3,4690,2196,7184,8,4,12,FR,France
+198826,3,7065,3905,10225,13,7,19,FR,France
+198825,3,7657,4664,10650,14,9,19,FR,France
+198824,3,6676,3978,9374,12,7,17,FR,France
+198823,3,8695,5755,11635,16,11,21,FR,France
+198822,3,11566,8282,14850,21,15,27,FR,France
+198821,3,11107,7742,14472,20,14,26,FR,France
+198820,3,14118,10223,18013,25,18,32,FR,France
+198819,3,18260,13847,22673,33,25,41,FR,France
+198818,3,20415,16281,24549,37,30,44,FR,France
+198817,3,21750,17436,26064,39,31,47,FR,France
+198816,3,33730,27496,39964,60,49,71,FR,France
+198815,3,70616,61754,79478,126,110,142,FR,France
+198814,3,123868,113211,134525,222,203,241,FR,France
+198813,3,193710,181519,205901,347,325,369,FR,France
+198812,3,283445,268834,298056,507,481,533,FR,France
+198811,3,316175,300858,331492,566,539,593,FR,France
+198810,3,235142,222004,248280,421,397,445,FR,France
+198809,3,135564,125263,145865,243,225,261,FR,France
+198808,3,87753,78449,97057,157,140,174,FR,France
+198807,3,77099,68423,85775,138,122,154,FR,France
+198806,3,69349,61502,77196,124,110,138,FR,France
+198805,3,72705,64952,80458,130,116,144,FR,France
+198804,3,72818,64944,80692,130,116,144,FR,France
+198803,3,68869,60922,76816,123,109,137,FR,France
+198802,3,59743,51907,67579,107,93,121,FR,France
+198801,3,60929,52573,69285,109,94,124,FR,France
+198753,3,47257,38170,56344,85,69,101,FR,France
+198752,3,11935,2353,21517,21,4,38,FR,France
+198751,3,47744,34266,61222,86,62,110,FR,France
+198750,3,57767,50181,65353,104,90,118,FR,France
+198749,3,49380,42461,56299,89,77,101,FR,France
+198748,3,41871,35115,48627,75,63,87,FR,France
+198747,3,29688,23465,35911,53,42,64,FR,France
+198746,3,37216,30199,44233,67,54,80,FR,France
+198745,3,35456,29024,41888,64,52,76,FR,France
+198744,3,41024,33829,48219,74,61,87,FR,France
+198743,3,46356,38370,54342,83,69,97,FR,France
+198742,3,38021,30236,45806,68,54,82,FR,France
+198741,3,42021,32016,52026,76,58,94,FR,France
+198740,3,24641,15930,33352,44,28,60,FR,France
+198739,3,32328,23548,41108,58,42,74,FR,France
+198738,3,16782,11870,21694,30,21,39,FR,France
+198737,3,11208,6542,15874,20,12,28,FR,France
+198736,3,7906,4014,11798,14,7,21,FR,France
+198735,3,6149,2970,9328,11,5,17,FR,France
+198734,3,6631,2734,10528,12,5,19,FR,France
+198733,3,6404,1834,10974,12,4,20,FR,France
+198732,3,7215,2353,12077,13,4,22,FR,France
+198731,3,8233,3655,12811,15,7,23,FR,France
+198730,3,4642,1301,7983,8,2,14,FR,France
+198729,3,4389,913,7865,8,2,14,FR,France
+198728,3,2702,138,5266,5,0,10,FR,France
+198727,3,10171,5904,14438,18,10,26,FR,France
+198726,3,12341,7824,16858,22,14,30,FR,France
+198725,3,23413,15490,31336,42,28,56,FR,France
+198724,3,11289,7282,15296,20,13,27,FR,France
+198723,3,15857,10943,20771,29,20,38,FR,France
+198722,3,14887,9743,20031,27,18,36,FR,France
+198721,3,17619,12649,22589,32,23,41,FR,France
+198720,3,10344,6454,14234,19,12,26,FR,France
+198719,3,12539,7943,17135,23,15,31,FR,France
+198718,3,16095,10330,21860,29,19,39,FR,France
+198717,3,21256,14850,27662,38,26,50,FR,France
+198716,3,32416,25100,39732,58,45,71,FR,France
+198715,3,44292,36456,52128,80,66,94,FR,France
+198714,3,50642,41866,59418,91,75,107,FR,France
+198713,3,62246,52749,71743,112,95,129,FR,France
+198712,3,59625,50653,68597,107,91,123,FR,France
+198711,3,53561,45035,62087,96,81,111,FR,France
+198710,3,93067,80519,105615,167,144,190,FR,France
+198709,3,147006,133519,160493,264,240,288,FR,France
+198708,3,217779,202179,233379,391,363,419,FR,France
+198707,3,288180,270718,305642,518,487,549,FR,France
+198706,3,296702,279051,314353,533,501,565,FR,France
+198705,3,236046,219483,252609,424,394,454,FR,France
+198704,3,158333,143625,173041,285,259,311,FR,France
+198703,3,103841,91699,115983,187,165,209,FR,France
+198702,3,74213,64014,84412,133,115,151,FR,France
+198701,3,69745,59207,80283,125,106,144,FR,France
+198652,3,76263,64958,87568,138,118,158,FR,France
+198651,3,72920,63047,82793,132,114,150,FR,France
+198650,3,73413,64019,82807,133,116,150,FR,France
+198649,3,56296,48229,64363,102,87,117,FR,France
+198648,3,46031,38578,53484,83,70,96,FR,France
+198647,3,36740,29710,43770,66,53,79,FR,France
+198646,3,32134,25327,38941,58,46,70,FR,France
+198645,3,38964,31382,46546,70,56,84,FR,France
+198644,3,28646,22048,35244,52,40,64,FR,France
+198643,3,27532,20842,34222,50,38,62,FR,France
+198642,3,31815,25124,38506,57,45,69,FR,France
+198641,3,32864,25939,39789,59,47,71,FR,France
+198640,3,33516,26776,40256,60,48,72,FR,France
+198639,3,28665,22477,34853,52,41,63,FR,France
+198638,3,26615,20479,32751,48,37,59,FR,France
+198637,3,15998,10802,21194,29,20,38,FR,France
+198636,3,9182,4982,13382,17,9,25,FR,France
+198635,3,10587,4470,16704,19,8,30,FR,France
+198634,3,5762,858,10666,10,1,19,FR,France
+198633,3,3115,554,5676,6,1,11,FR,France
+198632,3,1027,0,2311,2,0,4,FR,France
+198631,3,2247,0,4574,4,0,8,FR,France
+198630,3,2346,141,4551,4,0,8,FR,France
+198629,3,3654,931,6377,7,2,12,FR,France
+198628,3,2327,0,5318,4,0,9,FR,France
+198627,3,7529,3353,11705,14,6,22,FR,France
+198626,3,8778,5106,12450,16,9,23,FR,France
+198625,3,11075,6804,15346,20,12,28,FR,France
+198624,3,11160,7252,15068,20,13,27,FR,France
+198623,3,14372,9896,18848,26,18,34,FR,France
+198622,3,9717,5594,13840,18,11,25,FR,France
+198621,3,14460,9575,19345,26,17,35,FR,France
+198620,3,17133,12106,22160,31,22,40,FR,France
+198619,3,22177,16008,28346,40,29,51,FR,France
+198618,3,31736,24115,39357,57,43,71,FR,France
+198617,3,34874,27440,42308,63,50,76,FR,France
+198616,3,41196,32894,49498,74,59,89,FR,France
+198615,3,42659,33537,51781,77,61,93,FR,France
+198614,3,49792,39728,59856,90,72,108,FR,France
+198613,3,87249,63562,110936,157,114,200,FR,France
+198612,3,124777,97237,152317,225,175,275,FR,France
+198611,3,168146,151035,185257,303,272,334,FR,France
+198610,3,257305,231225,283385,464,417,511,FR,France
+198609,3,321140,296644,345636,580,536,624,FR,France
+198608,3,448786,419219,478353,810,757,863,FR,France
+198607,3,490723,460150,521296,886,831,941,FR,France
+198606,3,439300,411764,466836,793,743,843,FR,France
+198605,3,364727,339868,389586,658,613,703,FR,France
+198604,3,348509,322464,374554,629,582,676,FR,France
+198603,3,271539,248654,294424,490,449,531,FR,France
+198602,3,178138,159344,196932,322,288,356,FR,France
+198601,3,112614,96539,128689,203,174,232,FR,France
+198552,3,86452,72250,100654,157,131,183,FR,France
+198551,3,114666,99538,129794,208,181,235,FR,France
+198550,3,86031,73604,98458,156,133,179,FR,France
+198549,3,65931,55326,76536,120,101,139,FR,France
+198548,3,68291,57581,79001,124,105,143,FR,France
+198547,3,66177,55221,77133,120,100,140,FR,France
+198546,3,70534,58788,82280,128,107,149,FR,France
+198545,3,57514,47167,67861,104,85,123,FR,France
+198544,3,67356,55744,78968,122,101,143,FR,France
+198543,3,87402,74208,100596,158,134,182,FR,France
+198542,3,76218,64604,87832,138,117,159,FR,France
+198541,3,45712,36755,54669,83,67,99,FR,France
+198540,3,49739,40335,59143,90,73,107,FR,France
+198539,3,39819,31234,48404,72,56,88,FR,France
+198538,3,27605,20614,34596,50,37,63,FR,France
+198537,3,22219,15626,28812,40,28,52,FR,France
+198536,3,27986,18992,36980,51,35,67,FR,France
+198535,3,30215,18546,41884,55,34,76,FR,France
+198534,3,40389,24786,55992,73,45,101,FR,France
+198533,3,22611,8819,36403,41,16,66,FR,France
+198532,3,7488,1851,13125,14,4,24,FR,France
+198531,3,16958,8479,25437,31,16,46,FR,France
+198530,3,11598,5507,17689,21,10,32,FR,France
+198529,3,13054,6474,19634,24,12,36,FR,France
+198528,3,14588,7659,21517,26,13,39,FR,France
+198527,3,19670,11761,27579,36,22,50,FR,France
+198526,3,18609,12637,24581,34,23,45,FR,France
+198525,3,19362,12454,26270,35,22,48,FR,France
+198524,3,19855,13577,26133,36,25,47,FR,France
+198523,3,19373,10010,28736,35,18,52,FR,France
+198522,3,24099,17190,31008,44,31,57,FR,France
+198521,3,26096,19621,32571,47,35,59,FR,France
+198520,3,27896,20885,34907,51,38,64,FR,France
+198519,3,43154,32821,53487,78,59,97,FR,France
+198518,3,40555,29935,51175,74,55,93,FR,France
+198517,3,34053,24366,43740,62,44,80,FR,France
+198516,3,50362,36451,64273,91,66,116,FR,France
+198515,3,63881,45538,82224,116,83,149,FR,France
+198514,3,134545,114400,154690,244,207,281,FR,France
+198513,3,197206,176080,218332,357,319,395,FR,France
+198512,3,245240,223304,267176,445,405,485,FR,France
+198511,3,276205,252399,300011,501,458,544,FR,France
+198510,3,353231,326279,380183,640,591,689,FR,France
+198509,3,369895,341109,398681,670,618,722,FR,France
+198508,3,389886,359529,420243,707,652,762,FR,France
+198507,3,471852,432599,511105,855,784,926,FR,France
+198506,3,565825,518011,613639,1026,939,1113,FR,France
+198505,3,637302,592795,681809,1155,1074,1236,FR,France
+198504,3,424937,390794,459080,770,708,832,FR,France
+198503,3,213901,174689,253113,388,317,459,FR,France
+198502,3,97586,80949,114223,177,147,207,FR,France
+198501,3,85489,65918,105060,155,120,190,FR,France
+198452,3,84830,60602,109058,154,110,198,FR,France
+198451,3,101726,80242,123210,185,146,224,FR,France
+198450,3,123680,101401,145959,225,184,266,FR,France
+198449,3,101073,81684,120462,184,149,219,FR,France
+198448,3,78620,60634,96606,143,110,176,FR,France
+198447,3,72029,54274,89784,131,99,163,FR,France
+198446,3,87330,67686,106974,159,123,195,FR,France
+198445,3,135223,101414,169032,246,184,308,FR,France
+198444,3,68422,20056,116788,125,37,213,FR,France
diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb
index 0bbbe371b01e359e381e43239412d77bf53fb1fb..233d84b317af1209344370e50a546e05cbc9ba5f 100644
--- a/module3/exo2/exercice.ipynb
+++ b/module3/exo2/exercice.ipynb
@@ -1,8 +1,624 @@
 {
- "cells": [],
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Incidence de la varicelle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "import isoweek"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous téléchargeons dans un premier temps les données de sur la varicelle. Les données sont importé en local.\n",
+    "Nous retirons la première ligne qui est un commentaire."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "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>202222</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21286</td>\n",
+       "      <td>16284</td>\n",
+       "      <td>26288</td>\n",
+       "      <td>32</td>\n",
+       "      <td>24</td>\n",
+       "      <td>40</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202221</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19889</td>\n",
+       "      <td>15896</td>\n",
+       "      <td>23882</td>\n",
+       "      <td>30</td>\n",
+       "      <td>24</td>\n",
+       "      <td>36</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202220</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23585</td>\n",
+       "      <td>19004</td>\n",
+       "      <td>28166</td>\n",
+       "      <td>36</td>\n",
+       "      <td>29</td>\n",
+       "      <td>43</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202219</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18593</td>\n",
+       "      <td>14181</td>\n",
+       "      <td>23005</td>\n",
+       "      <td>28</td>\n",
+       "      <td>21</td>\n",
+       "      <td>35</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202218</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17851</td>\n",
+       "      <td>13963</td>\n",
+       "      <td>21739</td>\n",
+       "      <td>27</td>\n",
+       "      <td>21</td>\n",
+       "      <td>33</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>1639</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>1640</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>1641</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>1642</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>1643</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>1644 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator    inc  inc_low  inc_up  inc100  inc100_low  \\\n",
+       "0     202222          7  21286    16284   26288      32          24   \n",
+       "1     202221          7  19889    15896   23882      30          24   \n",
+       "2     202220          7  23585    19004   28166      36          29   \n",
+       "3     202219          7  18593    14181   23005      28          21   \n",
+       "4     202218          7  17851    13963   21739      27          21   \n",
+       "...      ...        ...    ...      ...     ...     ...         ...   \n",
+       "1639  199101          7  15565    10271   20859      27          18   \n",
+       "1640  199052          7  19375    13295   25455      34          23   \n",
+       "1641  199051          7  19080    13807   24353      34          25   \n",
+       "1642  199050          7  11079     6660   15498      20          12   \n",
+       "1643  199049          7   1143        0    2610       2           0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0            40        FR   France  \n",
+       "1            36        FR   France  \n",
+       "2            43        FR   France  \n",
+       "3            35        FR   France  \n",
+       "4            33        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "1639         36        FR   France  \n",
+       "1640         45        FR   France  \n",
+       "1641         43        FR   France  \n",
+       "1642         28        FR   France  \n",
+       "1643          5        FR   France  \n",
+       "\n",
+       "[1644 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data = pd.read_csv(\"incidence-PAY-7.csv\", skiprows=1, encoding='latin1') # encodage utf-8\n",
+    "raw_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous recherchons les éventuelles points manquants."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "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": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data[raw_data.isnull().any(axis=1)]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Il n'y a ici aucun point manquant. Nous pouvons donc passer à l'analyse sans devoir supprimer une ligne.\n",
+    "\n",
+    "Nous définissons ensuite une fonction pour formater les semaines."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def convert_week(year_and_week_int):\n",
+    "    year_and_week_str = str(year_and_week_int)\n",
+    "    year = int(year_and_week_str[:4])\n",
+    "    week = int(year_and_week_str[4:])\n",
+    "    w = isoweek.Week(year, week)\n",
+    "    return pd.Period(w.day(0), 'W')\n",
+    "\n",
+    "raw_data['period'] = [convert_week(yw) for yw in raw_data['week']]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous définissons les périodes d'observation comme index de notre jeux de données.\n",
+    "\n",
+    "Puis les points sont triés par période dans le sens chronologique."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "sorted_data = raw_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."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "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": [
+    "Nous affichons une première fois les données pour avoir un premier rendu."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='period'>"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "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 au début de chaque année scolaire et l'épidémie se maintient jusqu'à la fin de l'année scolaire (début de l'été).\n",
+    "La varicelle touchant principalement les enfants. Des pics moins importants sont observé pour l'année 2020 et 2021 dû aux confinements imposée par la situtation sanitaire durant cette période.\n",
+    "\n",
+    "Nous remarquons un grands pic pour l'hiver 2022. En effet, les enfants ayant été peu atteint lors des années précédentes se retrouvent donc tous touché la même année."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='period'>"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "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\n",
+    "\n",
+    "Nous définissons la période d'une année. Il nous est imposé une année commençant le 1er septembre, début de l'année scolaire.\n",
+    "\n",
+    "Dans le même temps, l'année 1990 commençant à la semaine 49, elle ne donne pas assez d'information et n'aura que peu d'influence le résultat finale.\n",
+    "Nous retirons cette année pour débuter en 1991."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_sept_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W') for y in range(1991, sorted_data.index[-1].year)]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Nous vérfions également que les années contiennent entre 51 et 52 semaines."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "year = []\n",
+    "yearly_incidence = []\n",
+    "for week1, week2 in zip(first_sept_week[:-1],\n",
+    "                        first_sept_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": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "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 répérer les valeurs les plus élevées (à la fin)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2020    221186\n",
+       "2021    376290\n",
+       "2002    516689\n",
+       "2018    542312\n",
+       "2017    551041\n",
+       "1996    564901\n",
+       "2019    584066\n",
+       "2015    604382\n",
+       "2000    617597\n",
+       "2001    619041\n",
+       "2012    624573\n",
+       "2005    628464\n",
+       "2006    632833\n",
+       "2011    642368\n",
+       "1993    643387\n",
+       "1995    652478\n",
+       "1994    661409\n",
+       "1998    677775\n",
+       "1997    683434\n",
+       "2014    685769\n",
+       "2013    698332\n",
+       "2007    717352\n",
+       "2008    749478\n",
+       "1999    756456\n",
+       "2003    758363\n",
+       "2004    777388\n",
+       "2016    782114\n",
+       "2010    829911\n",
+       "1992    832939\n",
+       "2009    842373\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 52,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "yearly_incidence.sort_values()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Conclusion\n",
+    "\n",
+    "L'année avec l'épidémie la plus forte est l'année 2010 d'après les résultats de l'analyse.\n",
+    "Comme nous pouvions nous y attendre, l'année avec l'épidémie la plus faible est 2020. Touchant principalement les enfants, la varicelle à beaucoup moins circulé lors cette année dû aux confinements survenus au début de l'année scolaire 2020/2021. "
+   ]
+  }
+ ],
  "metadata": {
+  "interpreter": {
+   "hash": "68a78512f08647dba0d657fd7997aaa8ad8c9d9af1a9b906b8cea64366ea2030"
+  },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3.9.13 64-bit (windows store)",
    "language": "python",
    "name": "python3"
   },
@@ -16,10 +632,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.3"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,
  "nbformat_minor": 2
 }
-
diff --git a/module3/exo2/incidence-PAY-7.csv b/module3/exo2/incidence-PAY-7.csv
new file mode 100644
index 0000000000000000000000000000000000000000..648d03925a561f091284740a831326020abcf3c7
--- /dev/null
+++ b/module3/exo2/incidence-PAY-7.csv
@@ -0,0 +1,1646 @@
+# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202222],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2022-06-10T10:12:56+02:00
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
+202222,7,21286,16284,26288,32,24,40,FR,France
+202221,7,19889,15896,23882,30,24,36,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