diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb index 0bbbe371b01e359e381e43239412d77bf53fb1fb..82f991536daea19899995b50bc64e718556b0307 100644 --- a/module3/exo2/exercice.ipynb +++ b/module3/exo2/exercice.ipynb @@ -1,5 +1,2184 @@ { - "cells": [], + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import isoweek" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-7.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "data_file = \"varicelle.csv\"\n", + "\n", + "import os\n", + "import urllib.request\n", + "if not os.path.exists(data_file):\n", + " urllib.request.urlretrieve(data_url, data_file)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02022017161871190020474241830FRFrance
1202152713203956616840201426FRFrance
2202151713326962917023201426FRFrance
32021507141281031217944211527FRFrance
42021497136741036916979211626FRFrance
5202148711549850314595171222FRFrance
6202147711419837614462171222FRFrance
72021467821657241070812816FRFrance
820214578965646811462141018FRFrance
92021447873656361183613818FRFrance
102021437814551641112612717FRFrance
112021427944360371284914919FRFrance
122021417402122395803639FRFrance
1320214074441245464287410FRFrance
142021397229110563526315FRFrance
1520213874325226763837410FRFrance
16202137719647543174315FRFrance
172021367344117305152528FRFrance
182021357256211074017426FRFrance
19202134714293782480204FRFrance
202021337382918305828639FRFrance
212021327410818956321639FRFrance
2220213174793230172857311FRFrance
232021307719041911018911616FRFrance
24202129768004109949110614FRFrance
252021287973402173115033FRFrance
262021277902643161373614721FRFrance
272021267728441081046011616FRFrance
2820212579351654012162141018FRFrance
29202124712034893715131181323FRFrance
.................................
15931991267176081130423912312042FRFrance
15941991257161691070021638281838FRFrance
15951991247161711007122271281739FRFrance
1596199123711947767116223211329FRFrance
1597199122715452995320951271737FRFrance
1598199121714903897520831261636FRFrance
15991991207190531274225364342345FRFrance
16001991197167391124622232291939FRFrance
16011991187213851388228888382551FRFrance
1602199117713462887718047241632FRFrance
16031991167148571006819646261834FRFrance
1604199115713975978118169251832FRFrance
1605199114712265768416846221430FRFrance
160619911379567604113093171123FRFrance
1607199112710864733114397191325FRFrance
16081991117155741118419964271935FRFrance
16091991107166431137221914292038FRFrance
1610199109713741878018702241533FRFrance
1611199108713289881317765231531FRFrance
1612199107712337807716597221529FRFrance
1613199106710877701314741191226FRFrance
1614199105710442654414340181125FRFrance
16151991047791345631126314820FRFrance
16161991037153871048420290271836FRFrance
16171991027162771104621508292038FRFrance
16181991017155651027120859271836FRFrance
16191990527193751329525455342345FRFrance
16201990517190801380724353342543FRFrance
1621199050711079666015498201228FRFrance
16221990497114302610205FRFrance
\n", + "

1623 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202201 7 16187 11900 20474 24 18 \n", + "1 202152 7 13203 9566 16840 20 14 \n", + "2 202151 7 13326 9629 17023 20 14 \n", + "3 202150 7 14128 10312 17944 21 15 \n", + "4 202149 7 13674 10369 16979 21 16 \n", + "5 202148 7 11549 8503 14595 17 12 \n", + "6 202147 7 11419 8376 14462 17 12 \n", + "7 202146 7 8216 5724 10708 12 8 \n", + "8 202145 7 8965 6468 11462 14 10 \n", + "9 202144 7 8736 5636 11836 13 8 \n", + "10 202143 7 8145 5164 11126 12 7 \n", + "11 202142 7 9443 6037 12849 14 9 \n", + "12 202141 7 4021 2239 5803 6 3 \n", + "13 202140 7 4441 2454 6428 7 4 \n", + "14 202139 7 2291 1056 3526 3 1 \n", + "15 202138 7 4325 2267 6383 7 4 \n", + "16 202137 7 1964 754 3174 3 1 \n", + "17 202136 7 3441 1730 5152 5 2 \n", + "18 202135 7 2562 1107 4017 4 2 \n", + "19 202134 7 1429 378 2480 2 0 \n", + "20 202133 7 3829 1830 5828 6 3 \n", + "21 202132 7 4108 1895 6321 6 3 \n", + "22 202131 7 4793 2301 7285 7 3 \n", + "23 202130 7 7190 4191 10189 11 6 \n", + "24 202129 7 6800 4109 9491 10 6 \n", + "25 202128 7 9734 0 21731 15 0 \n", + "26 202127 7 9026 4316 13736 14 7 \n", + "27 202126 7 7284 4108 10460 11 6 \n", + "28 202125 7 9351 6540 12162 14 10 \n", + "29 202124 7 12034 8937 15131 18 13 \n", + "... ... ... ... ... ... ... ... \n", + "1593 199126 7 17608 11304 23912 31 20 \n", + "1594 199125 7 16169 10700 21638 28 18 \n", + "1595 199124 7 16171 10071 22271 28 17 \n", + "1596 199123 7 11947 7671 16223 21 13 \n", + "1597 199122 7 15452 9953 20951 27 17 \n", + "1598 199121 7 14903 8975 20831 26 16 \n", + "1599 199120 7 19053 12742 25364 34 23 \n", + "1600 199119 7 16739 11246 22232 29 19 \n", + "1601 199118 7 21385 13882 28888 38 25 \n", + "1602 199117 7 13462 8877 18047 24 16 \n", + "1603 199116 7 14857 10068 19646 26 18 \n", + "1604 199115 7 13975 9781 18169 25 18 \n", + "1605 199114 7 12265 7684 16846 22 14 \n", + "1606 199113 7 9567 6041 13093 17 11 \n", + "1607 199112 7 10864 7331 14397 19 13 \n", + "1608 199111 7 15574 11184 19964 27 19 \n", + "1609 199110 7 16643 11372 21914 29 20 \n", + "1610 199109 7 13741 8780 18702 24 15 \n", + "1611 199108 7 13289 8813 17765 23 15 \n", + "1612 199107 7 12337 8077 16597 22 15 \n", + "1613 199106 7 10877 7013 14741 19 12 \n", + "1614 199105 7 10442 6544 14340 18 11 \n", + "1615 199104 7 7913 4563 11263 14 8 \n", + "1616 199103 7 15387 10484 20290 27 18 \n", + "1617 199102 7 16277 11046 21508 29 20 \n", + "1618 199101 7 15565 10271 20859 27 18 \n", + "1619 199052 7 19375 13295 25455 34 23 \n", + "1620 199051 7 19080 13807 24353 34 25 \n", + "1621 199050 7 11079 6660 15498 20 12 \n", + "1622 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 30 FR France \n", + "1 26 FR France \n", + "2 26 FR France \n", + "3 27 FR France \n", + "4 26 FR France \n", + "5 22 FR France \n", + "6 22 FR France \n", + "7 16 FR France \n", + "8 18 FR France \n", + "9 18 FR France \n", + "10 17 FR France \n", + "11 19 FR France \n", + "12 9 FR France \n", + "13 10 FR France \n", + "14 5 FR France \n", + "15 10 FR France \n", + "16 5 FR France \n", + "17 8 FR France \n", + "18 6 FR France \n", + "19 4 FR France \n", + "20 9 FR France \n", + "21 9 FR France \n", + "22 11 FR France \n", + "23 16 FR France \n", + "24 14 FR France \n", + "25 33 FR France \n", + "26 21 FR France \n", + "27 16 FR France \n", + "28 18 FR France \n", + "29 23 FR France \n", + "... ... ... ... \n", + "1593 42 FR France \n", + "1594 38 FR France \n", + "1595 39 FR France \n", + "1596 29 FR France \n", + "1597 37 FR France \n", + "1598 36 FR France \n", + "1599 45 FR France \n", + "1600 39 FR France \n", + "1601 51 FR France \n", + "1602 32 FR France \n", + "1603 34 FR France \n", + "1604 32 FR France \n", + "1605 30 FR France \n", + "1606 23 FR France \n", + "1607 25 FR France \n", + "1608 35 FR France \n", + "1609 38 FR France \n", + "1610 33 FR France \n", + "1611 31 FR France \n", + "1612 29 FR France \n", + "1613 26 FR France \n", + "1614 25 FR France \n", + "1615 20 FR France \n", + "1616 36 FR France \n", + "1617 38 FR France \n", + "1618 36 FR France \n", + "1619 45 FR France \n", + "1620 43 FR France \n", + "1621 28 FR France \n", + "1622 5 FR France \n", + "\n", + "[1623 rows x 10 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_file, skiprows=1)\n", + "raw_data" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
02022017161871190020474241830FRFrance
1202152713203956616840201426FRFrance
2202151713326962917023201426FRFrance
32021507141281031217944211527FRFrance
42021497136741036916979211626FRFrance
5202148711549850314595171222FRFrance
6202147711419837614462171222FRFrance
72021467821657241070812816FRFrance
820214578965646811462141018FRFrance
92021447873656361183613818FRFrance
102021437814551641112612717FRFrance
112021427944360371284914919FRFrance
122021417402122395803639FRFrance
1320214074441245464287410FRFrance
142021397229110563526315FRFrance
1520213874325226763837410FRFrance
16202137719647543174315FRFrance
172021367344117305152528FRFrance
182021357256211074017426FRFrance
19202134714293782480204FRFrance
202021337382918305828639FRFrance
212021327410818956321639FRFrance
2220213174793230172857311FRFrance
232021307719041911018911616FRFrance
24202129768004109949110614FRFrance
252021287973402173115033FRFrance
262021277902643161373614721FRFrance
272021267728441081046011616FRFrance
2820212579351654012162141018FRFrance
29202124712034893715131181323FRFrance
.................................
15931991267176081130423912312042FRFrance
15941991257161691070021638281838FRFrance
15951991247161711007122271281739FRFrance
1596199123711947767116223211329FRFrance
1597199122715452995320951271737FRFrance
1598199121714903897520831261636FRFrance
15991991207190531274225364342345FRFrance
16001991197167391124622232291939FRFrance
16011991187213851388228888382551FRFrance
1602199117713462887718047241632FRFrance
16031991167148571006819646261834FRFrance
1604199115713975978118169251832FRFrance
1605199114712265768416846221430FRFrance
160619911379567604113093171123FRFrance
1607199112710864733114397191325FRFrance
16081991117155741118419964271935FRFrance
16091991107166431137221914292038FRFrance
1610199109713741878018702241533FRFrance
1611199108713289881317765231531FRFrance
1612199107712337807716597221529FRFrance
1613199106710877701314741191226FRFrance
1614199105710442654414340181125FRFrance
16151991047791345631126314820FRFrance
16161991037153871048420290271836FRFrance
16171991027162771104621508292038FRFrance
16181991017155651027120859271836FRFrance
16191990527193751329525455342345FRFrance
16201990517190801380724353342543FRFrance
1621199050711079666015498201228FRFrance
16221990497114302610205FRFrance
\n", + "

1623 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202201 7 16187 11900 20474 24 18 \n", + "1 202152 7 13203 9566 16840 20 14 \n", + "2 202151 7 13326 9629 17023 20 14 \n", + "3 202150 7 14128 10312 17944 21 15 \n", + "4 202149 7 13674 10369 16979 21 16 \n", + "5 202148 7 11549 8503 14595 17 12 \n", + "6 202147 7 11419 8376 14462 17 12 \n", + "7 202146 7 8216 5724 10708 12 8 \n", + "8 202145 7 8965 6468 11462 14 10 \n", + "9 202144 7 8736 5636 11836 13 8 \n", + "10 202143 7 8145 5164 11126 12 7 \n", + "11 202142 7 9443 6037 12849 14 9 \n", + "12 202141 7 4021 2239 5803 6 3 \n", + "13 202140 7 4441 2454 6428 7 4 \n", + "14 202139 7 2291 1056 3526 3 1 \n", + "15 202138 7 4325 2267 6383 7 4 \n", + "16 202137 7 1964 754 3174 3 1 \n", + "17 202136 7 3441 1730 5152 5 2 \n", + "18 202135 7 2562 1107 4017 4 2 \n", + "19 202134 7 1429 378 2480 2 0 \n", + "20 202133 7 3829 1830 5828 6 3 \n", + "21 202132 7 4108 1895 6321 6 3 \n", + "22 202131 7 4793 2301 7285 7 3 \n", + "23 202130 7 7190 4191 10189 11 6 \n", + "24 202129 7 6800 4109 9491 10 6 \n", + "25 202128 7 9734 0 21731 15 0 \n", + "26 202127 7 9026 4316 13736 14 7 \n", + "27 202126 7 7284 4108 10460 11 6 \n", + "28 202125 7 9351 6540 12162 14 10 \n", + "29 202124 7 12034 8937 15131 18 13 \n", + "... ... ... ... ... ... ... ... \n", + "1593 199126 7 17608 11304 23912 31 20 \n", + "1594 199125 7 16169 10700 21638 28 18 \n", + "1595 199124 7 16171 10071 22271 28 17 \n", + "1596 199123 7 11947 7671 16223 21 13 \n", + "1597 199122 7 15452 9953 20951 27 17 \n", + "1598 199121 7 14903 8975 20831 26 16 \n", + "1599 199120 7 19053 12742 25364 34 23 \n", + "1600 199119 7 16739 11246 22232 29 19 \n", + "1601 199118 7 21385 13882 28888 38 25 \n", + "1602 199117 7 13462 8877 18047 24 16 \n", + "1603 199116 7 14857 10068 19646 26 18 \n", + "1604 199115 7 13975 9781 18169 25 18 \n", + "1605 199114 7 12265 7684 16846 22 14 \n", + "1606 199113 7 9567 6041 13093 17 11 \n", + "1607 199112 7 10864 7331 14397 19 13 \n", + "1608 199111 7 15574 11184 19964 27 19 \n", + "1609 199110 7 16643 11372 21914 29 20 \n", + "1610 199109 7 13741 8780 18702 24 15 \n", + "1611 199108 7 13289 8813 17765 23 15 \n", + "1612 199107 7 12337 8077 16597 22 15 \n", + "1613 199106 7 10877 7013 14741 19 12 \n", + "1614 199105 7 10442 6544 14340 18 11 \n", + "1615 199104 7 7913 4563 11263 14 8 \n", + "1616 199103 7 15387 10484 20290 27 18 \n", + "1617 199102 7 16277 11046 21508 29 20 \n", + "1618 199101 7 15565 10271 20859 27 18 \n", + "1619 199052 7 19375 13295 25455 34 23 \n", + "1620 199051 7 19080 13807 24353 34 25 \n", + "1621 199050 7 11079 6660 15498 20 12 \n", + "1622 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 30 FR France \n", + "1 26 FR France \n", + "2 26 FR France \n", + "3 27 FR France \n", + "4 26 FR France \n", + "5 22 FR France \n", + "6 22 FR France \n", + "7 16 FR France \n", + "8 18 FR France \n", + "9 18 FR France \n", + "10 17 FR France \n", + "11 19 FR France \n", + "12 9 FR France \n", + "13 10 FR France \n", + "14 5 FR France \n", + "15 10 FR France \n", + "16 5 FR France \n", + "17 8 FR France \n", + "18 6 FR France \n", + "19 4 FR France \n", + "20 9 FR France \n", + "21 9 FR France \n", + "22 11 FR France \n", + "23 16 FR France \n", + "24 14 FR France \n", + "25 33 FR France \n", + "26 21 FR France \n", + "27 16 FR France \n", + "28 18 FR France \n", + "29 23 FR France \n", + "... ... ... ... \n", + "1593 42 FR France \n", + "1594 38 FR France \n", + "1595 39 FR France \n", + "1596 29 FR France \n", + "1597 37 FR France \n", + "1598 36 FR France \n", + "1599 45 FR France \n", + "1600 39 FR France \n", + "1601 51 FR France \n", + "1602 32 FR France \n", + "1603 34 FR France \n", + "1604 32 FR France \n", + "1605 30 FR France \n", + "1606 23 FR France \n", + "1607 25 FR France \n", + "1608 35 FR France \n", + "1609 38 FR France \n", + "1610 33 FR France \n", + "1611 31 FR France \n", + "1612 29 FR France \n", + "1613 26 FR France \n", + "1614 25 FR France \n", + "1615 20 FR France \n", + "1616 36 FR France \n", + "1617 38 FR France \n", + "1618 36 FR France \n", + "1619 45 FR France \n", + "1620 43 FR France \n", + "1621 28 FR France \n", + "1622 5 FR France \n", + "\n", + "[1623 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data[raw_data.isnull().any(axis=1)]\n", + "data = raw_data.dropna().copy()\n", + "data\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def convert_week(year_and_week_int):\n", + " year_and_week_str = str(year_and_week_int)\n", + " year = int(year_and_week_str[:4])\n", + " week = int(year_and_week_str[4:])\n", + " w = isoweek.Week(year, week)\n", + " return pd.Period(w.day(0), 'W')\n", + "\n", + "data['period'] = [convert_week(yw) for yw in data['week']]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "sorted_data = data.set_index('period').sort_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "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": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sorted_data['inc'].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sorted_data['inc'][-200:].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "first_september_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n", + " for y in range(1990,\n", + " sorted_data.index[-1].year)]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "year = []\n", + "yearly_incidence = []\n", + "for week1, week2 in zip(first_september_week[:-1],\n", + " first_september_week[1:]):\n", + " one_year = sorted_data['inc'][week1:week2-1]\n", + "\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": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2020 221186\n", + "2021 376290\n", + "2002 516689\n", + "2018 542312\n", + "2017 551041\n", + "1991 553090\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": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "yearly_incidence.sort_values()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +2195,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 } - diff --git a/module3/exo2/varicelle.csv b/module3/exo2/varicelle.csv new file mode 100644 index 0000000000000000000000000000000000000000..e9d80ce5ada8d82c5c6a6bee2e00686c2b6411f9 --- /dev/null +++ b/module3/exo2/varicelle.csv @@ -0,0 +1,1625 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202201],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2022-01-15T10:59:30+01:00 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202201,7,16187,11900,20474,24,18,30,FR,France +202152,7,13203,9566,16840,20,14,26,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