From f61404cee59851525b12a62f797261ba5269fda6 Mon Sep 17 00:00:00 2001 From: 0aade9bda4da2e2df33798a7f001f704 <0aade9bda4da2e2df33798a7f001f704@app-learninglab.inria.fr> Date: Wed, 30 Sep 2020 12:47:04 +0000 Subject: [PATCH] Module 3 exo 2 --- module3/exo2/exercice.ipynb | 1215 ++++++++++++++++++++++++++- module3/exo2/varicelles.csv | 1557 +++++++++++++++++++++++++++++++++++ 2 files changed, 2769 insertions(+), 3 deletions(-) create mode 100644 module3/exo2/varicelles.csv diff --git a/module3/exo2/exercice.ipynb b/module3/exo2/exercice.ipynb index 0bbbe37..8939f43 100644 --- a/module3/exo2/exercice.ipynb +++ b/module3/exo2/exercice.ipynb @@ -1,5 +1,1215 @@ { - "cells": [], + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import pandas as pd\n", + "import matplotlib as plt\n", + "import isoweek" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "data_url = \"https://www.sentiweb.fr/datasets/incidence-PAY-7.csv\"\n", + "data_file = \"varicelles.csv\"\n", + "\n", + "import os.path\n", + "import urllib.request as ureq\n", + "if not os.path.exists(data_file):\n", + " ureq.urlretrieve(data_url,data_file)" + ] + }, + { + "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
0202038722867873785315FRFrance
1202037715844052763204FRFrance
220203679191001738102FRFrance
3202035782801694102FRFrance
4202034722723714173306FRFrance
5202033712841772391204FRFrance
6202032726506894611417FRFrance
7202031713031002506204FRFrance
820203071385752695204FRFrance
92020297841101672102FRFrance
10202028772801515102FRFrance
1120202779861491823102FRFrance
12202026769401454102FRFrance
1320202572280597001FRFrance
1420202473880959102FRFrance
15202023755811115102FRFrance
1620202272770633001FRFrance
172020217602361168102FRFrance
182020207824201628102FRFrance
1920201973100753001FRFrance
202020187849981600102FRFrance
2120201772720658001FRFrance
222020167758781438102FRFrance
23202015719186753161315FRFrance
242020147387922275531639FRFrance
25202013773265236941611814FRFrance
262020127812357901045612816FRFrance
27202011710198756812828151119FRFrance
2820201079011669111331141018FRFrance
292020097136311054416718211626FRFrance
.................................
15251991267176081130423912312042FRFrance
15261991257161691070021638281838FRFrance
15271991247161711007122271281739FRFrance
1528199123711947767116223211329FRFrance
1529199122715452995320951271737FRFrance
1530199121714903897520831261636FRFrance
15311991207190531274225364342345FRFrance
15321991197167391124622232291939FRFrance
15331991187213851388228888382551FRFrance
1534199117713462887718047241632FRFrance
15351991167148571006819646261834FRFrance
1536199115713975978118169251832FRFrance
1537199114712265768416846221430FRFrance
153819911379567604113093171123FRFrance
1539199112710864733114397191325FRFrance
15401991117155741118419964271935FRFrance
15411991107166431137221914292038FRFrance
1542199109713741878018702241533FRFrance
1543199108713289881317765231531FRFrance
1544199107712337807716597221529FRFrance
1545199106710877701314741191226FRFrance
1546199105710442654414340181125FRFrance
15471991047791345631126314820FRFrance
15481991037153871048420290271836FRFrance
15491991027162771104621508292038FRFrance
15501991017155651027120859271836FRFrance
15511990527193751329525455342345FRFrance
15521990517190801380724353342543FRFrance
1553199050711079666015498201228FRFrance
15541990497114302610205FRFrance
\n", + "

1555 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202038 7 2286 787 3785 3 1 \n", + "1 202037 7 1584 405 2763 2 0 \n", + "2 202036 7 919 100 1738 1 0 \n", + "3 202035 7 828 0 1694 1 0 \n", + "4 202034 7 2272 371 4173 3 0 \n", + "5 202033 7 1284 177 2391 2 0 \n", + "6 202032 7 2650 689 4611 4 1 \n", + "7 202031 7 1303 100 2506 2 0 \n", + "8 202030 7 1385 75 2695 2 0 \n", + "9 202029 7 841 10 1672 1 0 \n", + "10 202028 7 728 0 1515 1 0 \n", + "11 202027 7 986 149 1823 1 0 \n", + "12 202026 7 694 0 1454 1 0 \n", + "13 202025 7 228 0 597 0 0 \n", + "14 202024 7 388 0 959 1 0 \n", + "15 202023 7 558 1 1115 1 0 \n", + "16 202022 7 277 0 633 0 0 \n", + "17 202021 7 602 36 1168 1 0 \n", + "18 202020 7 824 20 1628 1 0 \n", + "19 202019 7 310 0 753 0 0 \n", + "20 202018 7 849 98 1600 1 0 \n", + "21 202017 7 272 0 658 0 0 \n", + "22 202016 7 758 78 1438 1 0 \n", + "23 202015 7 1918 675 3161 3 1 \n", + "24 202014 7 3879 2227 5531 6 3 \n", + "25 202013 7 7326 5236 9416 11 8 \n", + "26 202012 7 8123 5790 10456 12 8 \n", + "27 202011 7 10198 7568 12828 15 11 \n", + "28 202010 7 9011 6691 11331 14 10 \n", + "29 202009 7 13631 10544 16718 21 16 \n", + "... ... ... ... ... ... ... ... \n", + "1525 199126 7 17608 11304 23912 31 20 \n", + "1526 199125 7 16169 10700 21638 28 18 \n", + "1527 199124 7 16171 10071 22271 28 17 \n", + "1528 199123 7 11947 7671 16223 21 13 \n", + "1529 199122 7 15452 9953 20951 27 17 \n", + "1530 199121 7 14903 8975 20831 26 16 \n", + "1531 199120 7 19053 12742 25364 34 23 \n", + "1532 199119 7 16739 11246 22232 29 19 \n", + "1533 199118 7 21385 13882 28888 38 25 \n", + "1534 199117 7 13462 8877 18047 24 16 \n", + "1535 199116 7 14857 10068 19646 26 18 \n", + "1536 199115 7 13975 9781 18169 25 18 \n", + "1537 199114 7 12265 7684 16846 22 14 \n", + "1538 199113 7 9567 6041 13093 17 11 \n", + "1539 199112 7 10864 7331 14397 19 13 \n", + "1540 199111 7 15574 11184 19964 27 19 \n", + "1541 199110 7 16643 11372 21914 29 20 \n", + "1542 199109 7 13741 8780 18702 24 15 \n", + "1543 199108 7 13289 8813 17765 23 15 \n", + "1544 199107 7 12337 8077 16597 22 15 \n", + "1545 199106 7 10877 7013 14741 19 12 \n", + "1546 199105 7 10442 6544 14340 18 11 \n", + "1547 199104 7 7913 4563 11263 14 8 \n", + "1548 199103 7 15387 10484 20290 27 18 \n", + "1549 199102 7 16277 11046 21508 29 20 \n", + "1550 199101 7 15565 10271 20859 27 18 \n", + "1551 199052 7 19375 13295 25455 34 23 \n", + "1552 199051 7 19080 13807 24353 34 25 \n", + "1553 199050 7 11079 6660 15498 20 12 \n", + "1554 199049 7 1143 0 2610 2 0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 5 FR France \n", + "1 4 FR France \n", + "2 2 FR France \n", + "3 2 FR France \n", + "4 6 FR France \n", + "5 4 FR France \n", + "6 7 FR France \n", + "7 4 FR France \n", + "8 4 FR France \n", + "9 2 FR France \n", + "10 2 FR France \n", + "11 2 FR France \n", + "12 2 FR France \n", + "13 1 FR France \n", + "14 2 FR France \n", + "15 2 FR France \n", + "16 1 FR France \n", + "17 2 FR France \n", + "18 2 FR France \n", + "19 1 FR France \n", + "20 2 FR France \n", + "21 1 FR France \n", + "22 2 FR France \n", + "23 5 FR France \n", + "24 9 FR France \n", + "25 14 FR France \n", + "26 16 FR France \n", + "27 19 FR France \n", + "28 18 FR France \n", + "29 26 FR France \n", + "... ... ... ... \n", + "1525 42 FR France \n", + "1526 38 FR France \n", + "1527 39 FR France \n", + "1528 29 FR France \n", + "1529 37 FR France \n", + "1530 36 FR France \n", + "1531 45 FR France \n", + "1532 39 FR France \n", + "1533 51 FR France \n", + "1534 32 FR France \n", + "1535 34 FR France \n", + "1536 32 FR France \n", + "1537 30 FR France \n", + "1538 23 FR France \n", + "1539 25 FR France \n", + "1540 35 FR France \n", + "1541 38 FR France \n", + "1542 33 FR France \n", + "1543 31 FR France \n", + "1544 29 FR France \n", + "1545 26 FR France \n", + "1546 25 FR France \n", + "1547 20 FR France \n", + "1548 36 FR France \n", + "1549 38 FR France \n", + "1550 36 FR France \n", + "1551 45 FR France \n", + "1552 43 FR France \n", + "1553 28 FR France \n", + "1554 5 FR France \n", + "\n", + "[1555 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data = pd.read_csv(data_file, skiprows=1)\n", + "raw_data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(raw_data[raw_data.isnull().any(axis=1)])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "data = raw_data\n", + "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": 14, + "metadata": {}, + "outputs": [], + "source": [ + "sorted_data = data.set_index('period').sort_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "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": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "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": 20, + "metadata": {}, + "outputs": [], + "source": [ + "first_september_week = [pd.Period(pd.Timestamp(y, 9, 1), 'W')\n", + " for y in range(1991,sorted_data.index[-1].year)]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "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", + " assert abs(len(one_year)-52) < 2\n", + " yearly_incidence.append(one_year.sum())\n", + " year.append(week2.year)\n", + "yearly_incidence = pd.Series(data=yearly_incidence, index=year)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yearly_incidence.plot(style='*')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2002 516689\n", + "2018 542312\n", + "2017 551041\n", + "1996 564901\n", + "2019 584066\n", + "2015 604382\n", + "2000 617597\n", + "2001 619041\n", + "2012 624573\n", + "2005 628464\n", + "2006 632833\n", + "2011 642368\n", + "1993 643387\n", + "1995 652478\n", + "1994 661409\n", + "1998 677775\n", + "1997 683434\n", + "2014 685769\n", + "2013 698332\n", + "2007 717352\n", + "2008 749478\n", + "1999 756456\n", + "2003 758363\n", + "2004 777388\n", + "2016 782114\n", + "2010 829911\n", + "1992 832939\n", + "2009 842373\n", + "dtype: int64" + ] + }, + "execution_count": 24, + "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 +1226,9 @@ "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/varicelles.csv b/module3/exo2/varicelles.csv new file mode 100644 index 0000000..ac91975 --- /dev/null +++ b/module3/exo2/varicelles.csv @@ -0,0 +1,1557 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[199049,202038],"geo":["PAY","1"],"geo_ref":"insee","indicator":"7","type":"all","conf_int":true,"compact":false}, @date=2020-09-30T14:29:38+02:00 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202038,7,2286,787,3785,3,1,5,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 -- 2.18.1