From d011cd4b5636fd986d4ef2edfd27e2c8f64fa28a Mon Sep 17 00:00:00 2001 From: fc2986ad170ae71676bee5a052d06e97 Date: Thu, 18 Jun 2026 13:27:57 +0000 Subject: [PATCH] Module 3, exercise 1 --- module2/exo4/exercice.ipynb | 13 +- module3/exo1/analyse-syndrome-grippal.ipynb | 2360 ++++++++++++++++++- module3/exo1/incidence_grippe.csv | 2173 +++++++++++++++++ 3 files changed, 4505 insertions(+), 41 deletions(-) create mode 100644 module3/exo1/incidence_grippe.csv diff --git a/module2/exo4/exercice.ipynb b/module2/exo4/exercice.ipynb index 0bbbe37..c6f02f6 100644 --- a/module2/exo4/exercice.ipynb +++ b/module2/exo4/exercice.ipynb @@ -1,5 +1,13 @@ { - "cells": [], + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +24,9 @@ "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/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5..70059ea 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -9,14 +9,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", - "import isoweek" + "import isoweek\n", + "from pathlib import Path" ] }, { @@ -28,13 +29,16 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 2, + "metadata": {}, "outputs": [], "source": [ - "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" + "DATA_FILE_PATH = Path(\"./incidence_grippe.csv\")\n", + "\n", + "if not DATA_FILE_PATH.exists():\n", + " data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"\n", + " raw_data = pd.read_csv(data_url, skiprows=1)\n", + " raw_data.to_csv(DATA_FILE_PATH)\n" ] }, { @@ -56,16 +60,1045 @@ "| geo_insee | Code de la zone géographique concernée (Code INSEE) http://www.insee.fr/fr/methodes/nomenclatures/cog/ |\n", "| geo_name | Libellé de la zone géographique (ce libellé peut être modifié sans préavis) |\n", "\n", - "La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant `skiprows=1`." + "~~La première ligne du fichier CSV est un commentaire, que nous ignorons en précisant `skiprows=1`~~. Les données ne contiennent désormais plus le commentaire, il n'est donc plus utile d'utiliser le paramètre `skiprows`" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Unnamed: 0weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
0020262431681711657.021977.02517.033.0FRFrance
1120262331569011393.019987.02317.029.0FRFrance
222026223112697864.014674.01712.022.0FRFrance
3320262131400510391.017619.02116.026.0FRFrance
442026203138189441.018195.02115.027.0FRFrance
552026193102406610.013870.01510.020.0FRFrance
662026183119068174.015638.01812.024.0FRFrance
7720261731480810600.019016.02216.028.0FRFrance
8820261632192217127.026717.03326.040.0FRFrance
9920261532128616456.026116.03225.039.0FRFrance
101020261432993224335.035529.04436.052.0FRFrance
111120261333543229247.041617.05344.062.0FRFrance
121220261233155526214.036896.04739.055.0FRFrance
131320261133009324854.035332.04537.053.0FRFrance
141420261032858323633.033533.04235.049.0FRFrance
151520260933899832459.045537.05848.068.0FRFrance
161620260835937851437.067319.08876.0100.0FRFrance
171720260739239482032.0102756.0137122.0152.0FRFrance
18182026063134736123217.0146255.0200183.0217.0FRFrance
19192026053150982139724.0162240.0224207.0241.0FRFrance
20202026043164364152918.0175810.0244227.0261.0FRFrance
21212026033164566152843.0176289.0244227.0261.0FRFrance
22222026023179098166260.0191936.0266247.0285.0FRFrance
23232026013189561174025.0205097.0281258.0304.0FRFrance
24242025523188897173943.0203851.0282260.0304.0FRFrance
25252025513227262213214.0241310.0339318.0360.0FRFrance
26262025503177308165277.0189339.0265247.0283.0FRFrance
27272025493133049122068.0144030.0199183.0215.0FRFrance
282820254838260973827.091391.0123110.0136.0FRFrance
292920254735886051442.066278.08877.099.0FRFrance
....................................
2142214219852132609619621.032571.04735.059.0FRFrance
2143214319852032789620885.034907.05138.064.0FRFrance
2144214419851934315432821.053487.07859.097.0FRFrance
2145214519851834055529935.051175.07455.093.0FRFrance
2146214619851733405324366.043740.06244.080.0FRFrance
2147214719851635036236451.064273.09166.0116.0FRFrance
2148214819851536388145538.082224.011683.0149.0FRFrance
214921491985143134545114400.0154690.0244207.0281.0FRFrance
215021501985133197206176080.0218332.0357319.0395.0FRFrance
215121511985123245240223304.0267176.0445405.0485.0FRFrance
215221521985113276205252399.0300011.0501458.0544.0FRFrance
215321531985103353231326279.0380183.0640591.0689.0FRFrance
215421541985093369895341109.0398681.0670618.0722.0FRFrance
215521551985083389886359529.0420243.0707652.0762.0FRFrance
215621561985073471852432599.0511105.0855784.0926.0FRFrance
215721571985063565825518011.0613639.01026939.01113.0FRFrance
215821581985053637302592795.0681809.011551074.01236.0FRFrance
215921591985043424937390794.0459080.0770708.0832.0FRFrance
216021601985033213901174689.0253113.0388317.0459.0FRFrance
2161216119850239758680949.0114223.0177147.0207.0FRFrance
2162216219850138548965918.0105060.0155120.0190.0FRFrance
2163216319845238483060602.0109058.0154110.0198.0FRFrance
21642164198451310172680242.0123210.0185146.0224.0FRFrance
216521651984503123680101401.0145959.0225184.0266.0FRFrance
21662166198449310107381684.0120462.0184149.0219.0FRFrance
2167216719844837862060634.096606.0143110.0176.0FRFrance
2168216819844737202954274.089784.013199.0163.0FRFrance
2169216919844638733067686.0106974.0159123.0195.0FRFrance
217021701984453135223101414.0169032.0246184.0308.0FRFrance
2171217119844436842220056.0116788.012537.0213.0FRFrance
\n", + "

2172 rows × 11 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 week indicator inc inc_low inc_up inc100 \\\n", + "0 0 202624 3 16817 11657.0 21977.0 25 \n", + "1 1 202623 3 15690 11393.0 19987.0 23 \n", + "2 2 202622 3 11269 7864.0 14674.0 17 \n", + "3 3 202621 3 14005 10391.0 17619.0 21 \n", + "4 4 202620 3 13818 9441.0 18195.0 21 \n", + "5 5 202619 3 10240 6610.0 13870.0 15 \n", + "6 6 202618 3 11906 8174.0 15638.0 18 \n", + "7 7 202617 3 14808 10600.0 19016.0 22 \n", + "8 8 202616 3 21922 17127.0 26717.0 33 \n", + "9 9 202615 3 21286 16456.0 26116.0 32 \n", + "10 10 202614 3 29932 24335.0 35529.0 44 \n", + "11 11 202613 3 35432 29247.0 41617.0 53 \n", + "12 12 202612 3 31555 26214.0 36896.0 47 \n", + "13 13 202611 3 30093 24854.0 35332.0 45 \n", + "14 14 202610 3 28583 23633.0 33533.0 42 \n", + "15 15 202609 3 38998 32459.0 45537.0 58 \n", + "16 16 202608 3 59378 51437.0 67319.0 88 \n", + "17 17 202607 3 92394 82032.0 102756.0 137 \n", + "18 18 202606 3 134736 123217.0 146255.0 200 \n", + "19 19 202605 3 150982 139724.0 162240.0 224 \n", + "20 20 202604 3 164364 152918.0 175810.0 244 \n", + "21 21 202603 3 164566 152843.0 176289.0 244 \n", + "22 22 202602 3 179098 166260.0 191936.0 266 \n", + "23 23 202601 3 189561 174025.0 205097.0 281 \n", + "24 24 202552 3 188897 173943.0 203851.0 282 \n", + "25 25 202551 3 227262 213214.0 241310.0 339 \n", + "26 26 202550 3 177308 165277.0 189339.0 265 \n", + "27 27 202549 3 133049 122068.0 144030.0 199 \n", + "28 28 202548 3 82609 73827.0 91391.0 123 \n", + "29 29 202547 3 58860 51442.0 66278.0 88 \n", + "... ... ... ... ... ... ... ... \n", + "2142 2142 198521 3 26096 19621.0 32571.0 47 \n", + "2143 2143 198520 3 27896 20885.0 34907.0 51 \n", + "2144 2144 198519 3 43154 32821.0 53487.0 78 \n", + "2145 2145 198518 3 40555 29935.0 51175.0 74 \n", + "2146 2146 198517 3 34053 24366.0 43740.0 62 \n", + "2147 2147 198516 3 50362 36451.0 64273.0 91 \n", + "2148 2148 198515 3 63881 45538.0 82224.0 116 \n", + "2149 2149 198514 3 134545 114400.0 154690.0 244 \n", + "2150 2150 198513 3 197206 176080.0 218332.0 357 \n", + "2151 2151 198512 3 245240 223304.0 267176.0 445 \n", + "2152 2152 198511 3 276205 252399.0 300011.0 501 \n", + "2153 2153 198510 3 353231 326279.0 380183.0 640 \n", + "2154 2154 198509 3 369895 341109.0 398681.0 670 \n", + "2155 2155 198508 3 389886 359529.0 420243.0 707 \n", + "2156 2156 198507 3 471852 432599.0 511105.0 855 \n", + "2157 2157 198506 3 565825 518011.0 613639.0 1026 \n", + "2158 2158 198505 3 637302 592795.0 681809.0 1155 \n", + "2159 2159 198504 3 424937 390794.0 459080.0 770 \n", + "2160 2160 198503 3 213901 174689.0 253113.0 388 \n", + "2161 2161 198502 3 97586 80949.0 114223.0 177 \n", + "2162 2162 198501 3 85489 65918.0 105060.0 155 \n", + "2163 2163 198452 3 84830 60602.0 109058.0 154 \n", + "2164 2164 198451 3 101726 80242.0 123210.0 185 \n", + "2165 2165 198450 3 123680 101401.0 145959.0 225 \n", + "2166 2166 198449 3 101073 81684.0 120462.0 184 \n", + "2167 2167 198448 3 78620 60634.0 96606.0 143 \n", + "2168 2168 198447 3 72029 54274.0 89784.0 131 \n", + "2169 2169 198446 3 87330 67686.0 106974.0 159 \n", + "2170 2170 198445 3 135223 101414.0 169032.0 246 \n", + "2171 2171 198444 3 68422 20056.0 116788.0 125 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "0 17.0 33.0 FR France \n", + "1 17.0 29.0 FR France \n", + "2 12.0 22.0 FR France \n", + "3 16.0 26.0 FR France \n", + "4 15.0 27.0 FR France \n", + "5 10.0 20.0 FR France \n", + "6 12.0 24.0 FR France \n", + "7 16.0 28.0 FR France \n", + "8 26.0 40.0 FR France \n", + "9 25.0 39.0 FR France \n", + "10 36.0 52.0 FR France \n", + "11 44.0 62.0 FR France \n", + "12 39.0 55.0 FR France \n", + "13 37.0 53.0 FR France \n", + "14 35.0 49.0 FR France \n", + "15 48.0 68.0 FR France \n", + "16 76.0 100.0 FR France \n", + "17 122.0 152.0 FR France \n", + "18 183.0 217.0 FR France \n", + "19 207.0 241.0 FR France \n", + "20 227.0 261.0 FR France \n", + "21 227.0 261.0 FR France \n", + "22 247.0 285.0 FR France \n", + "23 258.0 304.0 FR France \n", + "24 260.0 304.0 FR France \n", + "25 318.0 360.0 FR France \n", + "26 247.0 283.0 FR France \n", + "27 183.0 215.0 FR France \n", + "28 110.0 136.0 FR France \n", + "29 77.0 99.0 FR France \n", + "... ... ... ... ... \n", + "2142 35.0 59.0 FR France \n", + "2143 38.0 64.0 FR France \n", + "2144 59.0 97.0 FR France \n", + "2145 55.0 93.0 FR France \n", + "2146 44.0 80.0 FR France \n", + "2147 66.0 116.0 FR France \n", + "2148 83.0 149.0 FR France \n", + "2149 207.0 281.0 FR France \n", + "2150 319.0 395.0 FR France \n", + "2151 405.0 485.0 FR France \n", + "2152 458.0 544.0 FR France \n", + "2153 591.0 689.0 FR France \n", + "2154 618.0 722.0 FR France \n", + "2155 652.0 762.0 FR France \n", + "2156 784.0 926.0 FR France \n", + "2157 939.0 1113.0 FR France \n", + "2158 1074.0 1236.0 FR France \n", + "2159 708.0 832.0 FR France \n", + "2160 317.0 459.0 FR France \n", + "2161 147.0 207.0 FR France \n", + "2162 120.0 190.0 FR France \n", + "2163 110.0 198.0 FR France \n", + "2164 146.0 224.0 FR France \n", + "2165 184.0 266.0 FR France \n", + "2166 149.0 219.0 FR France \n", + "2167 110.0 176.0 FR France \n", + "2168 99.0 163.0 FR France \n", + "2169 123.0 195.0 FR France \n", + "2170 184.0 308.0 FR France \n", + "2171 37.0 213.0 FR France \n", + "\n", + "[2172 rows x 11 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "raw_data = pd.read_csv(DATA_FILE_PATH)\n", "raw_data" ] }, @@ -78,9 +1111,75 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "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", + "
Unnamed: 0weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
193519351989193-NaNNaN-NaNNaNFRFrance
\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "1935 1935 198919 3 - NaN NaN - NaN \n", + "\n", + " inc100_up geo_insee geo_name \n", + "1935 NaN FR France " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] @@ -94,9 +1193,1038 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Unnamed: 0weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
0020262431681711657.021977.02517.033.0FRFrance
1120262331569011393.019987.02317.029.0FRFrance
222026223112697864.014674.01712.022.0FRFrance
3320262131400510391.017619.02116.026.0FRFrance
442026203138189441.018195.02115.027.0FRFrance
552026193102406610.013870.01510.020.0FRFrance
662026183119068174.015638.01812.024.0FRFrance
7720261731480810600.019016.02216.028.0FRFrance
8820261632192217127.026717.03326.040.0FRFrance
9920261532128616456.026116.03225.039.0FRFrance
101020261432993224335.035529.04436.052.0FRFrance
111120261333543229247.041617.05344.062.0FRFrance
121220261233155526214.036896.04739.055.0FRFrance
131320261133009324854.035332.04537.053.0FRFrance
141420261032858323633.033533.04235.049.0FRFrance
151520260933899832459.045537.05848.068.0FRFrance
161620260835937851437.067319.08876.0100.0FRFrance
171720260739239482032.0102756.0137122.0152.0FRFrance
18182026063134736123217.0146255.0200183.0217.0FRFrance
19192026053150982139724.0162240.0224207.0241.0FRFrance
20202026043164364152918.0175810.0244227.0261.0FRFrance
21212026033164566152843.0176289.0244227.0261.0FRFrance
22222026023179098166260.0191936.0266247.0285.0FRFrance
23232026013189561174025.0205097.0281258.0304.0FRFrance
24242025523188897173943.0203851.0282260.0304.0FRFrance
25252025513227262213214.0241310.0339318.0360.0FRFrance
26262025503177308165277.0189339.0265247.0283.0FRFrance
27272025493133049122068.0144030.0199183.0215.0FRFrance
282820254838260973827.091391.0123110.0136.0FRFrance
292920254735886051442.066278.08877.099.0FRFrance
....................................
2142214219852132609619621.032571.04735.059.0FRFrance
2143214319852032789620885.034907.05138.064.0FRFrance
2144214419851934315432821.053487.07859.097.0FRFrance
2145214519851834055529935.051175.07455.093.0FRFrance
2146214619851733405324366.043740.06244.080.0FRFrance
2147214719851635036236451.064273.09166.0116.0FRFrance
2148214819851536388145538.082224.011683.0149.0FRFrance
214921491985143134545114400.0154690.0244207.0281.0FRFrance
215021501985133197206176080.0218332.0357319.0395.0FRFrance
215121511985123245240223304.0267176.0445405.0485.0FRFrance
215221521985113276205252399.0300011.0501458.0544.0FRFrance
215321531985103353231326279.0380183.0640591.0689.0FRFrance
215421541985093369895341109.0398681.0670618.0722.0FRFrance
215521551985083389886359529.0420243.0707652.0762.0FRFrance
215621561985073471852432599.0511105.0855784.0926.0FRFrance
215721571985063565825518011.0613639.01026939.01113.0FRFrance
215821581985053637302592795.0681809.011551074.01236.0FRFrance
215921591985043424937390794.0459080.0770708.0832.0FRFrance
216021601985033213901174689.0253113.0388317.0459.0FRFrance
2161216119850239758680949.0114223.0177147.0207.0FRFrance
2162216219850138548965918.0105060.0155120.0190.0FRFrance
2163216319845238483060602.0109058.0154110.0198.0FRFrance
21642164198451310172680242.0123210.0185146.0224.0FRFrance
216521651984503123680101401.0145959.0225184.0266.0FRFrance
21662166198449310107381684.0120462.0184149.0219.0FRFrance
2167216719844837862060634.096606.0143110.0176.0FRFrance
2168216819844737202954274.089784.013199.0163.0FRFrance
2169216919844638733067686.0106974.0159123.0195.0FRFrance
217021701984453135223101414.0169032.0246184.0308.0FRFrance
2171217119844436842220056.0116788.012537.0213.0FRFrance
\n", + "

2171 rows × 11 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 week indicator inc inc_low inc_up inc100 \\\n", + "0 0 202624 3 16817 11657.0 21977.0 25 \n", + "1 1 202623 3 15690 11393.0 19987.0 23 \n", + "2 2 202622 3 11269 7864.0 14674.0 17 \n", + "3 3 202621 3 14005 10391.0 17619.0 21 \n", + "4 4 202620 3 13818 9441.0 18195.0 21 \n", + "5 5 202619 3 10240 6610.0 13870.0 15 \n", + "6 6 202618 3 11906 8174.0 15638.0 18 \n", + "7 7 202617 3 14808 10600.0 19016.0 22 \n", + "8 8 202616 3 21922 17127.0 26717.0 33 \n", + "9 9 202615 3 21286 16456.0 26116.0 32 \n", + "10 10 202614 3 29932 24335.0 35529.0 44 \n", + "11 11 202613 3 35432 29247.0 41617.0 53 \n", + "12 12 202612 3 31555 26214.0 36896.0 47 \n", + "13 13 202611 3 30093 24854.0 35332.0 45 \n", + "14 14 202610 3 28583 23633.0 33533.0 42 \n", + "15 15 202609 3 38998 32459.0 45537.0 58 \n", + "16 16 202608 3 59378 51437.0 67319.0 88 \n", + "17 17 202607 3 92394 82032.0 102756.0 137 \n", + "18 18 202606 3 134736 123217.0 146255.0 200 \n", + "19 19 202605 3 150982 139724.0 162240.0 224 \n", + "20 20 202604 3 164364 152918.0 175810.0 244 \n", + "21 21 202603 3 164566 152843.0 176289.0 244 \n", + "22 22 202602 3 179098 166260.0 191936.0 266 \n", + "23 23 202601 3 189561 174025.0 205097.0 281 \n", + "24 24 202552 3 188897 173943.0 203851.0 282 \n", + "25 25 202551 3 227262 213214.0 241310.0 339 \n", + "26 26 202550 3 177308 165277.0 189339.0 265 \n", + "27 27 202549 3 133049 122068.0 144030.0 199 \n", + "28 28 202548 3 82609 73827.0 91391.0 123 \n", + "29 29 202547 3 58860 51442.0 66278.0 88 \n", + "... ... ... ... ... ... ... ... \n", + "2142 2142 198521 3 26096 19621.0 32571.0 47 \n", + "2143 2143 198520 3 27896 20885.0 34907.0 51 \n", + "2144 2144 198519 3 43154 32821.0 53487.0 78 \n", + "2145 2145 198518 3 40555 29935.0 51175.0 74 \n", + "2146 2146 198517 3 34053 24366.0 43740.0 62 \n", + "2147 2147 198516 3 50362 36451.0 64273.0 91 \n", + "2148 2148 198515 3 63881 45538.0 82224.0 116 \n", + "2149 2149 198514 3 134545 114400.0 154690.0 244 \n", + "2150 2150 198513 3 197206 176080.0 218332.0 357 \n", + "2151 2151 198512 3 245240 223304.0 267176.0 445 \n", + "2152 2152 198511 3 276205 252399.0 300011.0 501 \n", + "2153 2153 198510 3 353231 326279.0 380183.0 640 \n", + "2154 2154 198509 3 369895 341109.0 398681.0 670 \n", + "2155 2155 198508 3 389886 359529.0 420243.0 707 \n", + "2156 2156 198507 3 471852 432599.0 511105.0 855 \n", + "2157 2157 198506 3 565825 518011.0 613639.0 1026 \n", + "2158 2158 198505 3 637302 592795.0 681809.0 1155 \n", + "2159 2159 198504 3 424937 390794.0 459080.0 770 \n", + "2160 2160 198503 3 213901 174689.0 253113.0 388 \n", + "2161 2161 198502 3 97586 80949.0 114223.0 177 \n", + "2162 2162 198501 3 85489 65918.0 105060.0 155 \n", + "2163 2163 198452 3 84830 60602.0 109058.0 154 \n", + "2164 2164 198451 3 101726 80242.0 123210.0 185 \n", + "2165 2165 198450 3 123680 101401.0 145959.0 225 \n", + "2166 2166 198449 3 101073 81684.0 120462.0 184 \n", + "2167 2167 198448 3 78620 60634.0 96606.0 143 \n", + "2168 2168 198447 3 72029 54274.0 89784.0 131 \n", + "2169 2169 198446 3 87330 67686.0 106974.0 159 \n", + "2170 2170 198445 3 135223 101414.0 169032.0 246 \n", + "2171 2171 198444 3 68422 20056.0 116788.0 125 \n", + "\n", + " inc100_low inc100_up geo_insee geo_name \n", + "0 17.0 33.0 FR France \n", + "1 17.0 29.0 FR France \n", + "2 12.0 22.0 FR France \n", + "3 16.0 26.0 FR France \n", + "4 15.0 27.0 FR France \n", + "5 10.0 20.0 FR France \n", + "6 12.0 24.0 FR France \n", + "7 16.0 28.0 FR France \n", + "8 26.0 40.0 FR France \n", + "9 25.0 39.0 FR France \n", + "10 36.0 52.0 FR France \n", + "11 44.0 62.0 FR France \n", + "12 39.0 55.0 FR France \n", + "13 37.0 53.0 FR France \n", + "14 35.0 49.0 FR France \n", + "15 48.0 68.0 FR France \n", + "16 76.0 100.0 FR France \n", + "17 122.0 152.0 FR France \n", + "18 183.0 217.0 FR France \n", + "19 207.0 241.0 FR France \n", + "20 227.0 261.0 FR France \n", + "21 227.0 261.0 FR France \n", + "22 247.0 285.0 FR France \n", + "23 258.0 304.0 FR France \n", + "24 260.0 304.0 FR France \n", + "25 318.0 360.0 FR France \n", + "26 247.0 283.0 FR France \n", + "27 183.0 215.0 FR France \n", + "28 110.0 136.0 FR France \n", + "29 77.0 99.0 FR France \n", + "... ... ... ... ... \n", + "2142 35.0 59.0 FR France \n", + "2143 38.0 64.0 FR France \n", + "2144 59.0 97.0 FR France \n", + "2145 55.0 93.0 FR France \n", + "2146 44.0 80.0 FR France \n", + "2147 66.0 116.0 FR France \n", + "2148 83.0 149.0 FR France \n", + "2149 207.0 281.0 FR France \n", + "2150 319.0 395.0 FR France \n", + "2151 405.0 485.0 FR France \n", + "2152 458.0 544.0 FR France \n", + "2153 591.0 689.0 FR France \n", + "2154 618.0 722.0 FR France \n", + "2155 652.0 762.0 FR France \n", + "2156 784.0 926.0 FR France \n", + "2157 939.0 1113.0 FR France \n", + "2158 1074.0 1236.0 FR France \n", + "2159 708.0 832.0 FR France \n", + "2160 317.0 459.0 FR France \n", + "2161 147.0 207.0 FR France \n", + "2162 120.0 190.0 FR France \n", + "2163 110.0 198.0 FR France \n", + "2164 146.0 224.0 FR France \n", + "2165 184.0 266.0 FR France \n", + "2166 149.0 219.0 FR France \n", + "2167 110.0 176.0 FR France \n", + "2168 99.0 163.0 FR France \n", + "2169 123.0 195.0 FR France \n", + "2170 184.0 308.0 FR France \n", + "2171 37.0 213.0 FR France \n", + "\n", + "[2171 rows x 11 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2250,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2280,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 8, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2305,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n" + ] + } + ], "source": [ "periods = sorted_data.index\n", "for p1, p2 in zip(periods[:-1], periods[1:]):\n", @@ -190,6 +2324,15 @@ " print(p1, p2)" ] }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "sorted_data['inc'] = sorted_data['inc'].astype(int)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -199,9 +2342,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZQAAAEKCAYAAAA1qaOTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAIABJREFUeJztnXeYHEeZ/7/vzGzUrnKwguV1kKPASQgHbAMGB5JNNhxYGHPGHHcc3P04bO44cxiDDT6C8REMtnEAnAg2GAdZzmBLlrOCFWzJ0ipLu1pp885O/f7oqp7q7urqnpmeJL+f59lnZru7wlR311tvqCoSQoBhGIZhSiVV7QowDMMw+wYsUBiGYZhEYIHCMAzDJAILFIZhGCYRWKAwDMMwicAChWEYhkkEFigMwzBMIrBAYRiGYRKBBQrDMAyTCJlqV6CSTJ48WXR0dFS7GgzDMHXFs88+u1MIMSXqujeUQOno6MDSpUurXQ2GYZi6gohej3Mdm7wYhmGYRGCBwjAMwyQCCxSGYRgmEVigMAzDMInAAoVhGIZJhEiBQkQ3ENF2IlqmHZtIRAuJaI38nKCdu5SI1hLRKiI6Uzt+PBG9LM9dQ0QkjzcR0e3y+GIi6tDSLJBlrCGiBdrxA+W1a2TaxtKbgmEYhimFOBrKrwGc5Tt2CYBFQog5ABbJ/0FERwI4D8BRMs1PiSgt0/wMwEUA5sg/leeFALqFEIcA+CGAq2ReEwFcBuCtAOYDuEwTXFcB+KEsv1vmwTAMw1SRSIEihHgcQJfv8DkAbpLfbwJwrnb8NiHEkBBiHYC1AOYT0XQAY4UQTwlnz+GbfWlUXncBOF1qL2cCWCiE6BJCdANYCOAsee6d8lp/+fsUG7v68djqHdWuBsMwTCyKndg4TQixBQCEEFuIaKo8PhPA09p1nfLYiPzuP67SbJR5ZYmoB8Ak/bgvzSQAu4UQWUNe+xRvv/pRjOYE1l/53mpXhWEYJpKknfJkOCYsx4tJY8srWCGii4hoKREt3bGjvkb7o7nQn8UwDFNzFCtQtkkzFuTndnm8E8D+2nWzAGyWx2cZjnvSEFEGwDg4JrawvHYCGC+v9ecVQAhxnRBinhBi3pQpkUvRMAzDMEVSrEC5B4CKuloA4G7t+HkycutAOM73JdI8tpeITpA+kPN9aVReHwHwsPSzPADgDCKaIJ3xZwB4QJ57RF7rL59hGIapEpE+FCL6HYC3A5hMRJ1wIq+uBHAHEV0IYAOAjwKAEGI5Ed0BYAWALIAvCiFGZVZfgBMx1gLgPvkHANcDuIWI1sLRTM6TeXUR0eUAnpHXfUsIoYIDvgbgNiL6NoDnZR4MwzBMFSFnwP/GYN68eaKeVhvuuOReAGCnPMMwVYWInhVCzIu6jmfKMwzDMInAAoVhGIZJBBYoDMMwTCKwQGEYhmESgQUKwzAMkwgsUBiGYZhEYIFSB7yRQrsZhqlfWKDUASxPGIapB1ig1AEsTxiGqQdYoNQBbPJiGKYeYIFSB/Aq9gzD1AMsUOoAwUYvhmHqABYodQBbvBiGqQdYoNQBLFAYhqkHWKDUAbVi8urqG0bHJffi7hc2VbsqDMPUICxQ6oBaccq/tqMXAHDT39dXtyIMw9QkLFDqAA4bZhimHmCBUgfUiobCMAxjgwVKPVAjAoWo2jVgGKaWYYFSB+RqzORVW7VhGKZWYIHCFACrKAzDhMMCpQ5gjYBhmHqABQrDMAyTCCxQ6oBaCxuuseowDFMjsEBhYsNRXgzD2GCBUgfUmkJQa/VhGKY2YIHCxIYVFIZhbLBAqQPYZ8EwTD3AAqUOqJXVhhmGYWywQKlTevpHcOh/3Ye/v7qz8oWzysQwjIGSBAoRfYWIlhPRMiL6HRE1E9FEIlpIRGvk5wTt+kuJaC0RrSKiM7XjxxPRy/LcNUROPBERNRHR7fL4YiLq0NIskGWsIaIFpfyOmsfQf7+0aTeGszn83yNrK1YN4jAvhmEsFC1QiGgmgC8BmCeEmAsgDeA8AJcAWCSEmANgkfwfRHSkPH8UgLMA/JSI0jK7nwG4CMAc+XeWPH4hgG4hxCEAfgjgKpnXRACXAXgrgPkALtMF1xsBqqKLnPUThmFMlGryygBoIaIMgFYAmwGcA+Amef4mAOfK7+cAuE0IMSSEWAdgLYD5RDQdwFghxFPCmcF3sy+NyusuAKdL7eVMAAuFEF1CiG4AC5EXQvsc3IEzDFMPFC1QhBCbAFwNYAOALQB6hBAPApgmhNgir9kCYKpMMhPARi2LTnlspvzuP+5JI4TIAugBMMmSF8MwDFMlSjF5TYCjQRwIYAaAMUT0KVsSwzFhOV5sGn89LyKipUS0dMeOHZbq1S614gNXjV4r9WEYprYoxeT1LgDrhBA7hBAjAP4A4CQA26QZC/Jzu7y+E8D+WvpZcExknfK7/7gnjTSrjQPQZckrgBDiOiHEPCHEvClTphT5U2uXSnbu7JNnGMZGKQJlA4ATiKhV+jVOB7ASwD0AVNTVAgB3y+/3ADhPRm4dCMf5vkSaxfYS0Qkyn/N9aVReHwHwsPSzPADgDCKaIDWlM+SxfRLTPJRqdu48L4ZhGBOZYhMKIRYT0V0AngOQBfA8gOsAtAG4g4guhCN0PiqvX05EdwBYIa//ohBiVGb3BQC/BtAC4D75BwDXA7iFiNbC0UzOk3l1EdHlAJ6R131LCNFV7G9hGIZhSqdogQIAQojL4ITv6gzB0VZM118B4ArD8aUA5hqOD0IKJMO5GwDcUGCV6xL2WTAMUw/wTPk6wCZPKupD4eUhGYaxwAKlTqlm184aE8MwJlig1AG1smMjR3kxDGODBUqdU42IqxqRbwzD1BgsUOoAYwdeZ9rCjr1D+NgvnsLO3qFqV4VhmDLBAqXOqRdt4aa/r8eSdV347eIN1a4KwzBlggVKnVKvEVf1WWuGYeLAAoUpmDpRihiGqTAsUOqAWjFrlRLlxcu1MMy+DwuUOqfeumkOPWaYfRcWKHVArS0OyTAMY4IFSh1QKyYvRTETLWvtNzAMkzwsUJiKQqxaMcw+CwuUOoAH9wzD1AMsUOqdCkqbUsxWLBQZZt+HBUodYPJZsOGIYZhagwUKwzAMkwgsUOqAWjMXccQWwzAmWKDUKSpaqpIz0EvyobAQYph9HhYodYCpM1bRt9XoqEsRYhw1zDD7LixQmNjwelwMw9hggVIX1H9HzsKIYfZ9WKDUAbXif0iiHvW6jwvDMNGwQKlzqiFrakXAMQxTW7BAqQNM/Xd1nPHVSswwTD3AAqVOKWbF38TKLiFtWJTXzt4hDGVHS8iZYZhqwwKlAO5fthUrNu+peLkm2VEdU1f5Sp337Yfwjzc/W7b8GYYpP5lqV6CeuPhWp8Nbf+V7q1yTPNXUVAohTi0fX72j7PVgGKZ8sIZSB5hCbuvOhyLhGC+G2XdhgVKnVHNeR71oRQzDVBYWKHWAsf+uhobCcoRhGAslCRQiGk9EdxHRK0S0kohOJKKJRLSQiNbIzwna9ZcS0VoiWkVEZ2rHjyeil+W5a0iufEhETUR0uzy+mIg6tDQLZBlriGhBKb+jHqm3vp21GobZ9ylVQ/kxgPuFEIcDOBrASgCXAFgkhJgDYJH8H0R0JIDzABwF4CwAPyWitMznZwAuAjBH/p0lj18IoFsIcQiAHwK4SuY1EcBlAN4KYD6Ay3TBta9h64sr202XXhovDskw+y5FCxQiGgvgVADXA4AQYlgIsRvAOQBukpfdBOBc+f0cALcJIYaEEOsArAUwn4imAxgrhHhKOMPYm31pVF53AThdai9nAlgohOgSQnQDWIi8ENrnqBWnvFt20vmx9sIw+wSlaCgHAdgB4EYiep6IfkVEYwBME0JsAQD5OVVePxPARi19pzw2U373H/ekEUJkAfQAmGTJ6w2DEjKV7IvLtR8KyxOG2TcoRaBkABwH4GdCiGMB9EGat0IwGTuE5XixabyFEl1EREuJaOmOHfU5z8E4sbGanXAJZZsWh2R5wjD7BqUIlE4AnUKIxfL/u+AImG3SjAX5uV27fn8t/SwAm+XxWYbjnjRElAEwDkCXJa8AQojrhBDzhBDzpkyZUsTPrG0q2RmXq6wcqygMs09QtEARQmwFsJGIDpOHTgewAsA9AFTU1QIAd8vv9wA4T0ZuHQjH+b5EmsX2EtEJ0j9yvi+NyusjAB6WfpYHAJxBRBOkM/4MeewNQ711wbb6sjxhmH2DUpde+RcAvyGiRgCvAbgAjpC6g4guBLABwEcBQAixnIjugCN0sgC+KIRQqwF+AcCvAbQAuE/+AY7D/xYiWgtHMzlP5tVFRJcDeEZe9y0hRFeJv6WuqIYjO5H9UAzGSt58i2H2DUoSKEKIFwDMM5w6PeT6KwBcYTi+FMBcw/FBSIFkOHcDgBsKqW+9UiuLQ5arbNZQGGbfgGfK1ytVmSlfnkLfaALlLy9tRscl92JX71C1q8IwicICpQ6wmoSqYvoqvEz75Mw3lkS56e/rAQBrt/dWtyIMkzAsUOqUanTC5SpxX9NQHl+9A3sHR6pdDYapOCxQ6oCam4eSMPtS2PCWngGcf8MSfOX2F6tdFYapOCxQ6pSq7IdSykx5i36z74gTYGDYCVxcu31v6DVqcmclf3d33zAWv7argiUyb0RYoNQBttXrq7IVcAlpyRA3XE7h+NeXt+BXT7xWvgJ8qN9n/UmyCSo5KPjEL5/Gx697unIFMm9IeAvgOqBWFk8sm9+mjD/vn37zHADgc6ccVL5CNJS4rJFb5vLKVkdjEkIYhTrDJAFrKHVKrQiZuNiquy/5UNRvqdXItVxtVivAg8u3ouOSe7Gxq7/aVWEKgAVKHVAjGza6hZbS/8de1bNANnb1I1cDveVoLnoVaFeLqUakXp0I7z+/tAUA8NyG7irXhCkEFih1ikigc68VSu3k1u3swynfewTXPrI2oRoVz8ho5bcVKIQarVaAlgana1JBDkx9wAKlDqiVSYFlm4dSYnplFlmyrvrLuSkNpVbdFPViXmxpcDZz7WeBUlewQKlb9p3FIUvt5IazOQBAY6b6j3M2l4u8hvI2r4pTJ/IE6ZRzL+tFADIO1X8DmRjUxhbAtRrlNTLqdOIN6WTVgo1d/Vi5ZU9BadxwbqsPpXrqC/fPTDlhgVKnVGX+SW3KEwy7AiX8cR4twmF/yvcewdk/fqKgNOXusJ/f0I1XthYm5HRqNfqM2TdggVIH7AtLr9gc75Uwealryo9yykf/pmJ+9Qd/+nec9aPChJynzDp7bpj6ggVKQvQMjOCq+19xzS+VopIdRBJFGcOGS8xYaShNNoFSofuifotNIaqmw76SPonhbA4nfncRHli+teC0VIXVBJjSYYGSEFfd/wp+9uir+MtLxq3tS8I8D2XfmcNQsslLaSgWk1elBH1+SZza7Akrun5Y/zC29AziG39aVsFSmWrCAiUhVKc2kk3+lbWZvOpFQ7HvKV/ajxiJ4UOpmECJoaH4r60klSxTCfihipkbmWrDAiUhKj37uSqLQyYSNpz84pBxfCiVmkSvhKM1yquKJi+T8F65ZU9ZZ9APZQufS1Kj03iYCFigJEQ5bb62l72SS2koYZl0h1jqT1DCImWpWKWWZRGGb+HXVn8u0eOrd+DsHz+B25/ZmHhZyl8zOFK8hlKrpkPGDAuUhFCdWS2NhMtXdrJpKtFpVKqdCjF5VQN/tdRaWZ3dA2Uvi9n3YYESkyhNwNVQyvAaWf0PlVx6pUwz5UvNV6W3aU6Vim5S98P2vFRzYqO/HbJy7bFyrDLAs9zfeLBASQiquIbi/axkmUlTasfjmuLKWEYBldE/7JfWiXZZfGHFJ+Ww4fqEBUpM9AfbNPpMUfi5JMt2j6mRcOKlWepRUlqLH6iEfD3YfCiVlSdWn01VnfK+1i6r76+EtLwJWH3CAiUm+sth6ivcfcIrPKKqpFkhCWFZjomNcdJXKnhBFKKhlLUmIWX6Ci1ndCKbvN54sECJid4hmdaFKlcElJ63tz7ez3omqc7ebvJKpIhIRAE2r2p0uIEiqXwDoX3h2WQKgwVKTLwaSngHXylVPS9QKhk2XF/56lTMKa+KifEYVGP3xIpqtDWSB1M5WKDERH8PTS+lGgGXRZwYfSihp8pGKX2RNWy4VJNXieUnSQHypEpbEHhxfX9lKKuUuT/sQalPWKDERDc7mZdCL6fJy3Kuop1S6YWZWy4ZJ0q5woYL0SQKubYac1X89XNDmNk+xSQAC5QiMG3K55q8KjS2Uh1DZZ3y5ckjxiaHsbC1fbm0q8C1qi4W6ZYPMa8BH4o6XsGyKp0HUzlKFihElCai54noL/L/iUS0kIjWyM8J2rWXEtFaIlpFRGdqx48nopfluWtIvnFE1EREt8vji4moQ0uzQJaxhogWlPo7oogyecWZXJdE2e4xy7laxKplldidxUldSuddUNoYl7qRVTUgUMrp8itJYLLNqy5JQkP5VwArtf8vAbBICDEHwCL5P4joSADnATgKwFkAfkpEaZnmZwAuAjBH/p0lj18IoFsIcQiAHwK4SuY1EcBlAN4KYD6Ay3TBVW5GTQIlxuS6RKlTp7ypvrU+U74Q01Qh0X61tI1zrc1DyedRJyMmBkCJAoWIZgF4L4BfaYfPAXCT/H4TgHO147cJIYaEEOsArAUwn4imAxgrhHhKOL3Nzb40Kq+7AJwutZczASwUQnQJIboBLEReCJUFj4ZSYeO3MWy4GhMbkzBhlJ5FUZRyywrp1Appo2r4UPxl8jwUJklK1VB+BOA/AOhW8GlCiC0AID+nyuMzAehLmnbKYzPld/9xTxohRBZAD4BJlrzKhv7CmTqCQia0JcmWnkFs6Ul+YT8TpXQ6tr6lEh1PKZpcQRavGNF+Snupjg/F55Qv6yrZyefJ1DZFCxQieh+A7UKIZ+MmMRwTluPFpvEWSnQRES0loqU7duyIVVET+sthNnk5lKOTMPpQtGPf+NPyxMuMW48k8ig9bFhE5lOShpKsC6Woa5PCX2Z5502VEjZcHSfK9U+uw8au/qqUvS9QioZyMoAPENF6ALcBeCcR3QpgmzRjQX5ul9d3AthfSz8LwGZ5fJbhuCcNEWUAjAPQZckrgBDiOiHEPCHEvClTphT3S+Gb2GjonZQgqfSaUfVGeMB1EnmH51Qpp7zSAOJ01NVxyof4UMpQVhLvQiWbqLtvGJf/ZQU+df3iyhW6j1G0QBFCXCqEmCWE6IDjbH9YCPEpAPcAUFFXCwDcLb/fA+A8Gbl1IBzn+xJpFttLRCdI/8j5vjQqr4/IMgSABwCcQUQTpDP+DHmsIhjnoZQx7MrYCVfFoVue1CWvNiy8n0mXUZBAiXGNEjU1FTbMJi/X8tA7mK1yTeqXTBnyvBLAHUR0IYANAD4KAEKI5UR0B4AVALIAviiEUHuDfgHArwG0ALhP/gHA9QBuIaK1cDST82ReXUR0OYBn5HXfEkJ0leG3uOgjO2PYsHuunLUwU6jVorO7H6/u6MNphxamsSUxoi5LlJfv01xu6fnHujaGD0WR1PwbxVB2FD0DI5ja3hx6TdDkpY6XYyBUgsmrjKt3R1FncrCmSESgCCEeBfCo/L4LwOkh110B4ArD8aUA5hqOD0IKJMO5GwDcUGydC8Vj8jJ2iiL0XMllW8KUi+HsHz2BvUNZrL/yvaVUK0FKa7NcDBWlpJnyBXX8yWozhfDPv30eC1dss95XfzuU01eRhMCs1Z0vGTM8Uz4mHqe8aaa8/CzHC5C0yWvvUHEqfa065eMs8FvKfSnMh+J82rTGcs2UX7hiW+Q1oUWW5bktPdNqmAV5TmXxsECJi/ZcD2eDEqXSq/8mUUqhdS1f2HDR2cr00dphSRpKua4t07NiyzegoZRxccgkfl4lNZR68/nUIixQYqJ3pv3DwRF+OcOGo1SUYkdUwyZVq8yY93Yp1eSl8rGUW7EoL/UtTpRXcfWJwtYJB5ZecY+Xw1SbQNoK9vI8EbN0WKDERH/W+kdGQ6+rJ5vvyGiBGkq5TF4l5qk6AqvJqwTZWdg8lOiL81FexdUniqSj0oqlNI1WaZ1J1SYa1W68+3DxsEApgiGDQCmrU9649ErpmEx31nokMeI0UOthw4UtX+982n0opdfJRiGmP1cYl6EqpS13o/KopIZSsaIS4ZFV23Ha9x/BUDZ8gFtpWKDERH/WjE75GJ1akiRRjnlfF0uZpRdpzqPUsGFXQ7F1pMXnX9jikAVcWzYfSvxz5XxeS1vupgoaSp1JlP+5Zzle39WPTd2VWXopDixQYqK/HFmD/SS//EdlbNF6OcWq6AU75ROZh2I4VmKebj9QJh9KYYtDSrNJrHzLg21U7z+TF8bJU0qerl+sgrNC6s2H0tzgLNY+OFJ5X2gYLFBioj9qtv1QqrMLX2HX500uydclDFvHUOp7HC/Kq5T8i09rRoYNl+kG2DRPfxuVU7NOYkHOSvbxdaaguAJlYKR2ZvazQIlJ5DwUV6BUSEMpIT81ejYtcmmtRwll5vMI5lKyD0V91okPRVE+p3z4Of9PKacmUMptdQcJFezlCzUBV5vGtNN9FxpcU05YoMTEu6d8UKJUfHFIrZxCTV7uxLpCK5vAbyuHySuO2aY0gVLAtVWcKe/ma62wT0Mpo0mpbD63MpFvtzoJ8yrj1gPFwgIlLhEaSj5apri7u7N3CNmQeSGmHJPQUAqtarkmNsZts4dWbMPlf1kROK7keyHO6EIoaqa8pVMq9zpVtnGC/1ycOTxF16OE0VUcM2bS1JmCglQZ12ErFhYoMdFvmclUpNTlYl6AwZFRzPv2Q/jPPy4zl2302WhO+SJHVIXWtVzvdtxsP3fzUlz/5DpDeuH5NFExDaWAa6sRNhw4VdZw9xLSVsGHUm8mL/Xes4ZS54waNAn1LBbzTGZlor+8ZNzSJXFScohcqA8lCaKEYzHEGWVXbC0v+Wmdh+LmW3SVrNgFivdc/rk1p9m+dxDzvr0Qj7yy3Xi+2HpEoQYHldVQnLLqZWJjOXfbLBYWKDHxOOUNNzCJCWLZkB4m8eelSJNLIjZxkw+lxIzjdDoVW8urCPNY0hQiWPMdt/n6tdt6sbN3GL94/NUiKlJ4EkXUIGFLzwCO+Mb9eGXrnuILCZRZQz1zDFJlWmS0FFigxCTKKa/U5bAO5enXdoWq1MXYi/VLC7WhFjtCLuW5tbqJS3wf4kTYJTHJLta18jPWfijVMHn57oSroYQ8DOmUCuAovB5JmLzCfsvCFdswMDKKW59+PXaePQMjOOtHj2PNtr3G83Vm8XI1lFoy1bFAiUlU2LDNh/LCxt0477qn8b8PrjLnnfPmYSvbPeYRcMU9UAX7UBLQUUw5lL70SrR2WLF5KDGuLdYpr19vS2t7HvzJojruVKp482gSodphP6WYwJLHV+/AK1v34kcPrTGer6WRfhxUtCYLlDpEv2WmB88WNqxWJ176ercx71JDjocKXJPLndhoSfbg8q0Y9K1ZlsT7Vo6w4ThzKSodNhxvT/ni61FsRFtQoMR79myd1iOrtmPDrv6C6hFF3ikfJlEKd3QoE1HYc1JvS68UO5+snLBAiYln6RWDE8WmobQ2Ohtj+jtoRXRnFzyvJzHVx4aKDgkr9/kN3bjolmfxnb+uLChfG+UK6QXi+a8qvcFWvHwLq4cI+R7MN77JS/0XliZnea4VF9z4DE67+hFDWcUT1ydZSBlRAyl1P+rEJ++GDbOGUod4nfIGgRLhRLRRzPNQyiMUtdptz8AIAOB136gzicfWPDos1eQVnUvYSPd797+CW55ab80/6eXgowR6aN4xTV4FzUPJ2Ttudf1LnT0RdTOlLUErjMijGJOXmyZMQ6mhkX4catHklcie8m80TKqxbSQXZSuPPm8/lrRTnlzTQIyKFIi544lOF6bdAdo8FFtHGlLITx91opc+fWJHeP6FmLxiXFvsQqL6T7ALDZsPxayhRAWMFIXHRCdimQHz16vyzeeLCe11n+sw4VlDHXMc8u9x7dSbNZQiMIX32kxeUSGQxWko+USFpo/a0zxsF79SHttSF4cMm/QJ6DPlixu1R1GcDyU6v0KrpLehvT1tJi8vURGGScwlcepUYFrX5GVOaMvvtiUbsKUnuKR71HbHrsmrTmxetaihsECJif4A25zyxaj+UeejHpdCR7ruyCbkQQybMFXSQMjSicbRsFZsyc83CE7Oi6GhJNQxRl4b49KoyYRx8i7WXxQYJJRhsOOm1XwVhUcUej8Decv80r4ebPueQVzyh5dx8a3PBdJEmclqaaQfB/Wehs1fqwYsUGKidyomJ7gtUitqBBEpUKJMXoU+TxHL17tLOiQ4pdLNyWgSjE6vdxyh61GVaU2jYjbYso9yw58VwFkxYc/giL2cok1e/v/LqaHo+RSWNkpzUu9U2tfQW3oGAQA9/cOBNG6UV1iedSZQlqzrAlBbpjoWKDGJ0lBck5fFvxIn70oQZXtNhWooJXQuSoswnIvTaaVT+Uc1eH15NZSC0sa41qYVbOzqxz//9nl86XfPW+thE54FzUOJSBP17NrO6/UtVhsLy17VV82TUWzd4wiU9uaGQJook1e5FussFyp4ppYEIQuUmOi3zPTyqUPmCLBSTV6mUX3xL2uUDyVsWey4pTy0YhvedtXDnj3rS33k01q/EdwX3VyGt42KL7swH4qDbcFOVX/TiguKNdt6rfUoZM8TU9n+/8Pyi5yfElMbKrTPi+vb8WsoKnijIR1s/6gJpcWsBlAqP3/sVfwgZMJzXNiHUod4twC2aCgW7SWMUp+HYpOHveR5p7HZ3h7FN+5ehs7uAezsHQrmGWG+CyOtjUT914f5UKK0yrgkvT6XusS0MZL6nWoyrCldVJ0K2wLYnl9Uu9mf7RI0lGAWvnKdz7RPQ1HmaP9xQB9IheRZhZH+lfe9gmseXltU2o5JrQBYoNQ9trW8jCYv19xT3EubtA8lakKUEpjFaiim64X7Gd4+NlLaSDR0G9vAOlUicE0xhCW9/ZkNgXWh3D3lY0R5ZS3PkclP55mHYqlvMTs2ht2DKGEad9vlggV6RL3Ucb/Ja0RKmpThBuTnoYQUWUOmozgoAVhLAoXnocREv2UmDcU1YxjubdQGUMWgacG0AAAgAElEQVQ8yKbOOi5RJi8lMMN8KFHOb1Nfag1ljfEDMunCNRRPh1bKZk8hab/2+5cBAOuvfG++bnHyEzah4b3Gm067zmKeKWyRzBJNXjH9NZVyyiuBYtJQ3EFNqJByPovdX6jS5CLWAKwGrKHERH8GTTfQpqFE+1BM5dlHo54sC/WhRCRT5oRSo6ZMv8GobcXIK5aGEuIfcL7HKCSEgqK83E4pmmHjvjqWDl4XKEnNQ8l5y/UTaa61CDbvPJQCTV6uYDWfD3PKD0shbdJQStG2ahHVBqb+5a5nO/H3tTsrXSXWUOKTv2n2sGHDuSLChqOe7VImNtrKBcI1FDddhPPSOCNZeD48xOls9BFnMGxYaU7hJD0PJXTCXZz8lMnLtCac5TmKe88LMXlFbWQV6UOJafIq1ikfPugxn1AaisnkOBphKailkX4c3GfFUO//d+eLALzacyVgDSUm+kNos30btZeokZGhg/YqIPb0YaPVdTv78Miq4E57UTNslUkvTBOIi8fPYwntjZOvPuKMOznP60MpQaAYkoZvNeActy0z4pq8DDfethS/129m6chjhvI6/6s05uv132nUvi1lZTUNrOiJjSHpRtxBj/e8q7kY2j/Kl+lqlzVk8dqwqx9PrjFrGup+7BMTG4lofyJ6hIhWEtFyIvpXeXwiES0kojXyc4KW5lIiWktEq4joTO348UT0sjx3Dcm3kYiaiOh2eXwxEXVoaRbIMtYQ0YJif0dc9FtmNXkZXoBiJjYWsr5X2KXvuPpRXHDjM4Hj+cUhzenczcL8ZcZcgyo/g1cLGw4xS+n52tBfmrgaSty1r6Iw3Z+ol9jWJ6nsTFFetvBz7zyUcKyhvP48Lc8t4H12o+rkZ8QjUEIvMxI14VJpd/7z6rhJKLh5hq42bNeKqsGp338En7p+sfGcat99ZWJjFsC/CyGOAHACgC8S0ZEALgGwSAgxB8Ai+T/kufMAHAXgLAA/JaK0zOtnAC4CMEf+nSWPXwigWwhxCIAfArhK5jURwGUA3gpgPoDLdMFVDvSHzNQRqPPmOSr2B7UYv4JXg4m4OCyPiE4k6JSPVzeFKcrK1D5x6j+czS8OGaY5hc2xMJ0rhMI0lBj5yRYcMfhQbAMT/Ughs+G958xtFMfkZRtImfDMQzLkf93jr6LjknuNHWKUD+W3izfI8n31sfigonyDUf3yE2t24PHVO+wXVRDVD+0TExuFEFuEEM/J73sBrAQwE8A5AG6Sl90E4Fz5/RwAtwkhhoQQ6wCsBTCfiKYDGCuEeEo4T93NvjQqr7sAnC61lzMBLBRCdAkhugEsRF4IlYXIF8vyIEf5HGxrg4VSQmcZtdpwNkRDMRRtRX/ZbXuXx8lO9zeECY4wU1hYuXExap2hPhRlN7Hl53zafHGm7D31sPyeQoSNqkK4tmrP1ypQPPcseP7qB1cDMG8QJ3yffgbkBMagySt81B41sIt6jz59/RKcf8MS6zWVYjQn3DbYJ0xeOtIUdSyAxQCmCSG2AI7QATBVXjYTwEYtWac8NlN+9x/3pBFCZAH0AJhkyctUt4uIaCkRLd2xo/jRRVwfSiGdjyLKKZ909Im7F3WUmcPfQbuf9vqYTF62+Q5xfB3HH6ApoH7NyV9vQ14lbbdrOD8asqlZrGLkNSYNxRo1FU+e2J3yIXN1ogI0nO+FDXxGInwoDTLQwrQ1QdggIap81bkWYymoJdORH3/dNnb1h56rJiULFCJqA/B7AF8WQuyxXWo4JizHi03jPSjEdUKIeUKIeVOmTLFUz47+4NpGlsYHOWLEHx3rHzymJylU3riLP0aZvPxlmuVMKHrnaFuOPI4mQRQd5eVv+1Im1nkjlIJpw0aF8eSJc5VRoNic7TG10qBJUEvnKzJqC2CPD6VAk9dI1i5QMnLFz8FsUKCEmTH9BJ4FSyitLRhCz6uWnPIKf4h51nNfKl2bcEoSKETUAEeY/EYI8Qd5eJs0Y0F+qjCjTgD7a8lnAdgsj88yHPekIaIMgHEAuix5VQTb0ivFRHlFdrIRfoeCN9iK2LExTNtynfJR+UuBZdZQgtfrh6Kip0z1ch3ZAYFiN7nYJ1uGd8K2esbBNXkVOOKPG4YbFvkEBO+dbf4U4J2oW4qGYrpMrbc1OGKZjxPSWTZmUsbys5bfo/Iyzf8x5ZUkuZzAl373PJ7f0F1Uen+dk/IPJk0pUV4E4HoAK4UQP9BO3QNggfy+AMDd2vHzZOTWgXCc70ukWWwvEZ0g8zzfl0bl9READ0s/ywMAziCiCdIZf4Y8VjZsPhQhhPuyG23fkVFewWPeOQcGgVLCPJSUGzZsPh+69EqhGorhoY+KaIvjHA5c4448/ffFnF5hEwqezttwPmyUq4qxR3k5Fw0bfAdWgWIRDPo5f9X0AU3QKW8vV8/XuPCpZXSs+1BM2SutM2vJJGwOkBJWAZ9QDA1lyCDAVL7lYmfvEO55cTP+8eZni0rvN7F6LCYWO2mlzWGlTGw8GcCnAbxMRC/IY18HcCWAO4joQgAbAHwUAIQQy4noDgAr4ESIfVEIoXTdLwD4NYAWAPfJP8ARWLcQ0Vo4msl5Mq8uIrocgIqJ/ZYQoquE3xKJun+ZFAU6Lv1f80sXJVBMD789T4+GEkMD0k1GroYSUq+ofcajdBTXh6K9BHmtx1Q/BK4L1MkyOo+joZid3MainOsjBHqoJhVDW1RXRN33QDpdQPou1J+RgAbnMT368wy/L4F8C9TUhiNMXgpz+HR4vQZGRkNNYnHW1OsfNm8nXda+N2Kl4yj8fY7XFBmebu9QFuNagkv5l4uiBYoQ4kmED8ROD0lzBYArDMeXAphrOD4IKZAM524AcEPc+paKehgb0qnAiCrKzpzXXqJH3wqvySVCYFjPOuXrq3mrWedhfoCwiY16fjZUUaOGDt1svrOPgv11CYvy8re9Z1KeZcRqwiuwg+dDfShKQ7FObPR+6ti1pvBztt/quQ++p+WFjT3O8QjzJ2AeCZfilDeV4dbT8s6MWCL+3MU1Le/hpt3B7YHD6pEU7u8pMr2/7T27YfoHUtr/ewZGKipQeKZ8TNQ9akhThK2+sI4LMHdY+qHIUNuIp9RfvjJ5hdlzw/bpiNrnO1CuIeQ0cn5FREft5OErJ0RDiRIocRc2NP3ekjof1z9Q2LNi1UIs/qJRi+lJbTEQZ2JjoRpK3ImN5hUDwtN5zHu+83GivMIopy/CnYRYrIbi0+L0ZyGgvWjn1CZclYIFSmycm9SYSRlMXsV3XGFposxAUf4BW/lqWaw7n+00XB3Dh2ItTbON54IjVGMHEfFb9fROPbzXqP/t98Wep58oH5Up0k+vi9WHYinfdiu9YdC++sTUUOJEc4UdL3TzuGGPUz78OltwQlSEXcAnZNGuq7lzqnpeCjFVe9IXMFjSz0VtJZ00LFBiktdQokxewbTFrDas99pRTvkPHzcrcN6bv1lDCb0+xLGp/ov7Hpg6dHNEm73TCsvLf872YpnKtc358Drl449247SNa6IrcPBhCxSwjdq9UV6F1dsbjGKaN2PTUOyCTD2FxmX8LelsWpNdQ9HrVpj5rlTU4MrrTC9AoPjq63lnLMJmD2sotYm6fw1pg4ZisWeGHfOcjxAYxgddO9TckA6e1whqKHaBon5fWPRN5FpeKh+PqSV85KgTvs5SePnK+evvmDxCyJCv3YcSoaGEOuUd4mywVWidbJqwTXhGBSfYyo0cLNkESkynvH2RTLtWFOqUNxSnX2ueTBlaxZJRwlV/LKK3BggXPja/rX4tm7xqFPUwZgw+FP0BLzS0EggZPWuHSp245H9f/XtI+FG/zx99k3eUxizX0Ckb/UH6bw0d+Yd38O6aRoGXzlwXN51FRdGvNvtQ7GHDNmyrKtjDhsPLiWsCidpcKlBXy0jYf97PcEynvH1LbUOdLJpP3ikfvpoFkF+6RSeuhlJMKK5JC7OZ7gDg4lvzIcY2H4pdQwluJV1OWKDERN2/RoOGEjeaKHR0aJoJH+GX8XR4EV4N/0ufjrjrYS9l3ImN+Xzy321mHq8mEdLhWYSD6rj8eXvvSzDPf7/jRXPFAc+OiKb7FuZDUXWz7fpnX1UhNJnvd4d3MIF5KCHtYDOb5POKeLYt9Y2a2OguAWTaF0b58QxPm21eTX5iY7A8/dLNuwcD59VvjZooHzYx0oYavOjRf9mIoIUHV2zLX2uJ8vI/9/q1rKHUIBt29bv7iph8KFEdoq0z9adX6EeiQm2jBlb+ziJqi9O8yStMQ4ko0LKWl3n5+vC65tOHd2yq47LPQwnm+0TIPhNOnewdaZQT22byymtrhWko+imbn8T/nIVNyj33//6m5W0uVx88GTUJm4aStQuUfL7BDtomGEYNwR7+c1FRXve9vMVwPryOproVgmlZfe/yKfY8bZFcNg2l0gKFd2yMwek/eNQ1qzSkgxMbIyNh3JejAIGiHYqa2BhF2BIqjSGqSt7k5ddQvJ9h5FczDnboUSPHcKFrvh7I2+oLDRu2YSsPiJ7DYysuH4lkKjc8oc0XYlo3TaG3g35PX+zs0fK219Wfj+m8n7jzUOwmL9M5rXy/YBXq0y78po9rDpx3LQmhNXUYyeaApoiLfJj8kYU8n/7BncqPyP7c9w6xyavm0H0JDemUveOyRHmFdZamF8ozQg55adVoJ+oFCAgU+e/YkAlPqp5hnWbUw59fUiP4wkSNysPnoYS/fMMhGkqccFlT/lHl+cvymo6izSHu8xARiRQ8p5Xpu+smbdCUzhTd5L/GVNewa7zPvvf8yKhwQ9StAsVi8jJeH0NDiVr/rs8wW94WOKLnZ/O9hTFiMKfp9yJaQ/GWqbS/loa01WdWjHmuFFigFIiah2LqcEyTHoH8wxgn1l9hM28ACF1yOU7+Ku+wzk/ZtAMvuvvC2cszvZiqqKi0hYYNO+s6KQHotzPHHwH666X/G6WhmL7b/Fr20Xf+mN9cYRu42CPA8t+HI3w/wfqYy3ePCXM7AE6H2ZRJy/yN2RvT6WVF+W38p7Pus2AXCqYoL9ueRnp+pqVioojSUKKmFvjfRbWHTGtj2hrlZVsnrRywQCmQBmkm0m/i7n7nxXcc9qYHx/kMXdE1QqCEmbxU+G+UNSes84ky2/hHYurq6D3uvfnoZUbOQwnVimC8Rn+5A7v3ebQIa5UDHVf0ZFXz6DLODHqVXdRM+V1yFrvCExXkd8pbOv4wk5eCKBmTl//8cDaHpgbnfbE9M6aBjb1zt2koIlAvf55NmZQ1bDhqZYQRw6KeUbhhw5oTxWMSLNCH4moojWmrCb4Y4VcKLFAKJGNYB+uffvMcAEeNti10l6TJKydEZPivIrTckIdNveBCmDvlyD7T0GG6E84i/EFR+3079TN3kP6OKcpcE5a/v06mOmdD6qCOr97WG1qWbUVc/ZB/EUObgNQ7Wf9quvpvM61wLEQ8k1eUhuL/PcOjOTS5y8wH81bHTO9M2J7x/mOBAA1L26ryWhvT9iXzI4TYx697KnhBBCZBru9UGeXo92saQ3IPmZaGdKB/0N/rMBNnuWCBUiAN8gXRHwB9sTmTipkPEzXnWczSKjkhkFYaSlTYcKjJK6wTyX/XX6T8Nr7xOmfTyN3WsThlm/MWIXUydeZuvhHzUMKu1esLRNv4Pd91v1Fo+4a3hc2hmrUIFL3+Q74Nq8KEnzd92OAiXGAEzvvaaWQ0F7pvCZDXBIyCylUXgnXy+ub86cKjvIRwfDrNDWmjhpIfMNl/57Y9Q4HzUahnVh8CegRKIKJSgAg4e+5+Mr33/JCroWSsUX0sUGocFRllip1vaUi7IyQdmz0YCNNQ9PTBNDkh3FWDowiL8grbR0Ef6Xtnu+c/rZtTqbQeDUVpPXZtLE7YsMfpqNmS7Uu6h1Y3kL+/DNNLGWZW0H+zafIcoEV5RYz4/dqEPlixOeX9e7RH/RYg3CRoc7oDvvvi1xZGhetDMeWf11AsYcOmzl0PTvCdj9JsUkRobkibJzZa7kuppqO8ySt/bNijofic7qM5CAG0NWVCzwNAa4Pdh8ImrxpH7TJn6owbM8EIMCB8noRi1Li3eLha7xzTorwinpng/Iz8p+nl0YVI+CKI4eWZRnqjlhddPxS2mF3YGkjqxWpuCNqSPRtSRTSSbZRnEvj6MX20qwvjvpCQzbyGEv6sAAaB4nkmvOl0IeIXKF6TV7DMt3RMCNUMbU53p77BQYN7LptDs8WHYpvgOSTb1Oawd/IwnzOnc/yOjg8l3G9jagq9zKNnjQteEIHpPdLv7+duWuo5p+rX1pwxpldmzRaDU149g+kUsYZS64xtdkJtTS+BCin2vzxhS4MoouynYWGMRWsoEZ2ER2X2mLzsdcpfF3yp7TOY89dt6jbvVeExi3lsxM73qPBJUxMfOX1svg5Wk5ddQ9GjsfTfHLqRk2b+CxthA8GQT9sSKrpQ85tzwjSUWRNa8MFjZ+K42RNC76d3J0j74CPglI+I8spZOn+lQZh8PrYgCHeGvaFthRBIpZxO2G8WVGmcupoGEJqgLybKy02ff2f13/bK1r2e69U9bHc1lHyZ//Crp/HjRWvQkCZkUsHIUnVPmjMpY/uVExYoBTJhTCOAvPPv63982T3XLkcTfjUzbJ6EImoEHDbrNx2xyGNY+qiopDDbrtevE16eendGDZ1N1KoAYROxlE0ZMPsEmhsMS+LIstIpMo6Q9Q7btmyL0WmsnVdRfv50YXMAbIJO7/D9o0tvlJcXXYgEnPIhAmU0J9CQJhBR6P0c1QYu5uCE8LkUIx6nvOkZlnkYJu2p3+rXtvRyTGH6I5b6uCavjNmHYgueiWM2tGE0eVnyUfXLayj5a/+2dhcAx/ye9gmU1dv24uPXPQ3AHAFWbligFMiUdmeKrOosf7t4g3vuI8c7y8ibVH8g3OGsj3DdvT0iZhnnRPQij2751s15gg/1gDayHgmx28eZea77k2wzyIVw9mhJpwh7Q0xe2ZxAsxzt6i+QevGaG9JOtJJhRJ1JmTtM2xa1UW2kmyl3Dwx76mnKX2ckF96O+r3yd6a7+/PlBDUU3eTl01BC/DLZnEA6lUKKwk2COSFcM69p8OHRqDwDkRxyIr8Stnl5FTXQ8p4blPkQBX+LXo/mTDqoxemDmMAgAdKHYjZ52aK81H1JUXECxZ3Zrh2zaQ+uyavJsYjkNfx85dqaM0ilyPM771y60f3elEmzyauW+cLbD3ZHXP4XZMa4ZvecZx+InHAXeQuLpFmtqbvuqC1KQ8lpUV4Rnbv/oRqN8JHophrPCEf/ailStY1pJrAxVBbOyLG9OYO9gyF+h5xw5zTobX/NojUAgC09g4H81feGdMooAPXOyqbFRa0UG6ahmEbXgNMu7qjfMKpX+Duc/757ufvd/3OUiai9OWN1yg/77kkmRUiReUIu4PzORsPcq/z5fH56J63eAaW1+7Um/Rp/IIsa0IxvacBQNhe6lExTQzpgjvT4mXxF5iKivFRW5k29VPBHpqh5KCZNwX9/l6zrcr+r+zmmSQpkt63yadqaMs5gScu7dyj/u9qbi6trKbBAKYCDp7SF7se+uWfQnfSoP+RPrs0vQGjqTIezOSx6ZXv+GmVXjticSI/yinIi2kwnYfZr17wUoinFWUpDT2vaYCiflzMabWsKFyjZUWE0n6hVYzOGDlp9z6TJ2EbD2ZwbRePvYPTOKMoxvH3vkPHaMPu/EHB/i79eWYtA0QkzeY1vbQj+FllIUyblDbOWgi0VosGp+jYaNEOFPnjSI6eU4FICZdCvNeVEfpDhy1fVf1xLA4QIatiqjVsaU0Ht2/Nse9vP8aE4UV7++gD5tje1hRKI7c2Zgn0oQgh3oyvd5DXkey8/++tnADgWC7Vwp2tGl79FfyZaGtNIk3dtwYHh/PvT1pQxRp2WExYoMThlzmQAwIePm4lMSgmN4I3KpIPCRo9aMjkKt+/1LqPtju712cBGHwqQstw9ffTtFyi6MDJ1EgPDo27wQdjkK5tAUeWNGH0owetVgEF7c0OoDyWbyzt49bY/99gZAIDz3rJ/aB0zqaCGMpzNobt/xO3Y+4bCzUQmp7wqZ0JrA9Zuz2uYox7nrWlU7hxT5QYnA5q1CSBvbgWCz8SA1gkHNRTns7khHbgnjoZizhNw2rBRPtdGZ7WWny7IRlyB0iDP+czAFl+RenbHtTR4/vdfP6YxE0jrnX3ureuoHjY8HLw3w65ACf7OQU0DHDYIIxt3PduJXzz+mlMHrVj/gEE9+1t68oEp41oakU4ReuVAS79/I1lHQIZZPtqbg+1TbligxOCqD78Zj3/1HSAi40gYcKIx1Dn9Jir1/c0y1HChtscBANz09/UA8kLLtPugKVpoVOgTG4PoJgZ/qGg2J0JNd055WUwb63ReG7v682VanMn+/AFvh5j3oZhHuZlUCu1NGasPxe2EDVrAGKlpeDUU59PxoXjLvUPamnf1OX6J/mGvIPNoeCEmRwCYNaHVY2bIjgpX6zFpGHmBYh71ZzVHtt9cceDkMe73oIbiXDu22SRQnKubG3waSk4gnSZXszYtejiaE8bJvG65WudqFihmDVB/Pv1toDr7ca1OAIz/96i8w5YdcU10Fh/KkMHkpe6XaeCn/DrtzQ0Fz+2458XNWh2CGujnTzvIc70ebt7SkMaE1kZ0S/+Zfv+IgDQR+rXfoi/t0tbcwCavWmTG+BbMntQKAEjL0Zr/5fvReccYtRc1cnxJLhX+2Ood7rlcTuCXT6wDABw1wxE46uWJ2iRHCIFMOvxF119Ckw/FFSiGGboDI6M4dFo7AG/Ulf4i2fw2rr1X1iEnzTxAeEhmJk1oa86EaiijOaE5eL1+ihQ5nYv/t6pOvyETNOn4O3v/6rNRYcOqDm1NGfRrdR7NCbcuJoeyasOwNa5GRnNobkiDKKihDI2MuvM6/O04KM+1NARDYtW1zQ3pQCBCJkVuB2wSgLlcfjKvaSSsB3DoJq+RrPKhmDWUXk2A+5/fwYCG4k2rtLjWxqDTOZsT7ux849pimVSoycu2f4sbddVU+Kh/7fb8Mjz6+6bu07+9+1A0pAmH7+e8c/oui80NKUwa04iuvmHsGRzB9U+uc8+lU4TZk1qxu38EXXJgpN97p65s8qppwjSU04+YZjZ5SWGgRiFT2/P7MOiCokMKLPVQq5fooMljsGqbN0YdcF70tNSYTB3egGG0qBgV+RnM/pd571AWI6MCM8a3AMiPzJzfHP7C6Yz4nPL+uRkdl9yLXzz2qnssK00v7c0ZV7X3o/tQ/FFeTZm0K2z0Dk7ZqJsz6UDH7e+Qb3lqved/fZRoMm++vqsPgKMZ6cKob3jU7QhNHbTqmFobgxoV4GhDDekUGtPBOQSDIzm0yN/pV1FWbN6DIbkY40CIcHSEjU9DSaXcDthU36HsKFqbzOHw+u8BvG0/POp8HxuioXjb1/87lUBRDn2fyctdHSET3BpXEyimbQ4aMyk0ZxzTn7/th3zC1lSn9uYMsjlR0DbAKmAE8L4L9y/bCsDRVt/35hnok0JWN5O3NKYxYUwDuvqG8bW7XsJ10nQGOAKlY5KjtW7b45ShWzPGNmcwkgsGNZQTFigForSQXb1DgQdyvFTRd2hO2u7+EbQ2pnHJWYeDfCGHx16+0P3uH9VecKPjoDvugAno6hv2jNy39gzi8TU7QOT4bUwayjuuftT9Hojz1yKm/L9hp6z7/hMcgaK/zJ75HyHLtvQNZV1h4y7Up6VTExdVdJZTvxwyqZTdKZ/LaVFeXg2lqSGFMbKD1l8oVfeWxnRAQ/F3GA+t3O75f9mm/OZTfpNXz8AI/vSCY8YY05T2mMu6+obczZtMHbQaYaoJa/56jWRzaEw7WoN/ZD6YHXVH/H6H7pNrd0IIYP3Ofry6o88zUlWDiyntTe5zpIID0kRuB2yKSusbHsVkOffKNKq/7Zl8mKouNNR9aG5IozGdCqT1CJSQKK8wDUW9Q62N3rBhIYQnKi24Qu8oGtMpV8vzCzm9I/eXOaSZvIDC9kRxBwHIWx427Or3TGZsa8oPpvSowfEtjZgoNZT7pABSEJHbRuq96dfMr2OaMoEFXssNC5QCUc7si299Dt974BUAwBlHTgMAzJnaBgBYuyOv4t62ZIOMmiJMaG105yw86dt+VmkMQ9mcx2+x/wRHc9F9C5/81dPoHx517NupVEAD8Y9IPL6M0Zwnusmfdo1Uz2fJcr3LiuTz9TuxFa/vytd9xGe+S1H+xWz2vGTCNXntDTF5DWVzaGlQo/p8nYdGHDNGqwyv7NM692FNQ/GvBfadvzr3Tjnz/fzvwtUAgEljGj3zPwDvsvKtjRm3LYQQ2NU7jP0nOm1nMt8pgWIKgc6O5nDns53Y3DOIxkzwvg4Mj7qO+TDBu2LLHgDAGm21Y9VBT2lvQs/ACHI54QqZlsaU2wEbBcpQ1p3Ma5q74amf9qx0yoHDrAktaG1KB5ah6fP5nXQ2yOdfjb79grmzewBtTRlHWzCEpqu29WsRw1lHQ1GDN79A0QeC/vqqwclY3+TlXb1DuHPpRqsWoEJ/gbyQ0xeUda7JP0fKfPWZkzocDaW1Ed39QbN3mvITH3uHnPP9I/l6u76xCpq9WKAUSFdf/qH7xWOO+nnmUc6KoNPlXJQN0hzyytY96BsedUfs41oa3NHHSvniK9RLMJTNeUbZHZOdzkl/wF/b0SfrMuxoKL4Hxv/w6Wn3yI5IdUx+O/2Ta3aitTGNEw6a5BEAgHfEF+Y8P/en+X3K/WuYTRyTj1LyCJRRafJqymA4mwv4AO5+YRNe39Xvjsa8Gopj8lIaisfsIuve1JDyaAI7NYHw6RMPwOdPPcg1p/mZ1zHBYwMH8m0IAGMa8xrKnoEssjmBgyaPQSZFbsdgQkXR6R3rq/K+As66cEGT1yimtCmBoi33ot1DNajRl+VRz9NRM8ZhOJvDxu5+9yAhI5oAABshSURBVJkY05TBTKmNrtsZXHK/dyiLtqYMmjJBR7Ya0c+d6Sxho0dOqTae2t6Mae3NgRV6e31+J51tewbR3JByza5+QdczMIIp7U1oTKeNS9UojcBk0lImL8BrzhVCYGfvEPYb2xyoHwD88flNALQwXpn2intX4qt3vYRlm7zvs+LVHb3Y2atPSAWO+daDblCIwglHdp79rr5hjG9twDc/cBQAuBqKn2ljm7H/hBakCHhhw24AjoZy0JQx+Pa5c11N7M5nNwbSlgsWKAVy3OwJAICZ8mEH8lvpEhFmT2x1R1gf/8XTnrTjWhpcv8kVf13pOdekOUbVw/yr8+e5mkSvQSPoG86iwbCp12bf6Oe7973ifv/Jw46pSY3+9NH3M+u7cMvTr2P2xFa0NKYDE8D0jkt3HCqWbepxO8HxrflomKwrUPJbDuvx+COjOWTSKdec4Pej/OttLwAAdshOakSLWusfHkVLQxqtctSpOsr1O/vw1Ku7kEk5fiZ9BLlH811lUim5tlPOaBo4bL+x2Lpn0CPk9M68tSmD/uFR5HICf3vV0TqbMilMHNOIXb3hAuXo/cd56gt4R8iNmVRA2A9mc5g6NqihKB/Of733CPzne48A4NUWegZG0JAm14zZM5B37o5pzOCI/RyB8PRr+Yl1gNPJ9g1lMaYpjZbG4GTAc691Bg/nvWU2GjMpT5k7e4dB5IRVj2tpCAxAVKj1xDGNged3Z+8wJrc1hZqm7nlxM7r7h9GQIU8bqcGEemf8UV69Q1m0N2fQLJ8VPZiiZ2AEI6PCjaTza+DPyQ7bXXpJlvuyNI129Zvv9b0vbQkc290/4gqof3r7wQDy5r3d/SPY1TeEibIcADhEDhJ0zj1mBq780Jsxqa0Jh0xtc81n/cOjeMsBE/GpEw5wZ+XrE2LLDQuUApk6thlvPXCiZz92pQYDkALF6dCV8PgfOdIY39qA13b0BcxdgFdDUZ3M+NYGNxzWtHLtUDaHhnTKY3MF8uYG9UIqegZGcOPf1gPIBwHond5Hf+5sHKQ/nDc99bp7vn84H2Vk0lDe95Mn3e+H79ceCDDQ51EcNCX/kuwddF70vPA0m3MeX70DYxrT7sj4oRXb8OCKbRjf2uAKFDUaf/vVj2Lxui537oFu8tKDIdKpfIDB4nW7MJoTOEdOKjtw8hgcMLEVQuQnUAJ5YXrZ+4/EGFnuwMioa6o8bL+xmDa2GQ+vyvtlhrKjeNcPHnP/f9PM8QDy9/Xnj72KT12/GADw539+G5oyKY+mmssJDGdzmNDqzEvQhaLSkMY0ZVxnv66p7eodwuS2JkyVo+91O/tc5+6U9iZ31K07fAHHxJUTTr7O+lfejv+1nY5GReRoBXrHv6t3CBNaG5FJpzCmKR3ooH//3CZMbmvCfmObPVpGV98wVm7Zg0ltTe4AQ/dtqDkau/tHXHOvGiwogTY2JCjCec4aMF513lobKmHeIQVKmAblRsSN5pDLCddE/PquPvzfI2txxg8fc4WNEAIPrdyGSWMaMUkTEIq2pgz+46zDAcD1u63Ysgebdg96BqxvP2xqIO2l7zkC41qd3zFzfAseXLEN77j6UWzdM+ia9N5y4MRAunLDAqUITj10isdkNUO7+ftPbMXGrn4IIdDamMa7jpiGBSd1AHCWkti0ewCfun6xGyKoUCagXb1DHnOE6mT1TlCN7hec2IFNuwdw37Ktbqz7ixt34+JbnwUALL70XTj5kEk4dFqbm7fiAKmh6Kq0Mvu85037ucfUSzmaE3hizU7XnOC3Aev8+7sPxYTWRnfUdt/LW+Tvz79U+mi8Z2AE41oaXHvwBs2H9JvFeYF242fegoltjfjLS5uxu38Yn7vZWfJ7QmujK3j9c3aEcEb7egert+XgSA7H7O907n9+cQu++9eVeHGjMxr9yPGzcNAUp51Wbc3f7+/e52iXHzx2phsB1TecdQXnMfuPR2d3P3bsHXIjeVZv7XVNZ//w1tkB4XmlpkXOnTkWsya0enxpR//PgwCc52T6uGZs1FZl/snDawE4Tmp1f/R22Nk7hEltjThy+lgQ5U2mTlnjQteE++pdLwJw2re5wetY1+dWvPuIaWhpSLtt/IfnOvGbxRtcId/mm7D6UudurNvZh529zkhcv9+fu+kZvLJ1L6a0NWK87DCVCXdwZBT/+cdl7rXtzRnkRP63qoGVMgv6n4W9gyNob864o/9u7dl/Vfo9D5b3u0dbn02ZAq/80JvcAIbBkRzueq7Tvea/716O7z+wCqu39WKVHJDd9WwnXurswa6+YTx16en45fnzPPVRc70A4Fhp+bjxb+uxqbsfsybk+5Rx2uA1nzYfLarE3Top4NUze9SMcfjSOw8B4JjYKxHtVdcChYjOIqJVRLSWiC6pVLlnHjXN/T61vcl1wgKOE7J3KItHV+1A//AoTjgoP0pQUWCAIyx0oXLYtHZMbmvEopXb3ZevrSnjvlT/9Jvn8ODyrRjKOj6ZC07uwDfed6Sb/rFVzvyWW57Od8DjWhswtb0Zq7f1oqtv2DWTtDSkcdIhk9CYTnnMY9PHNWP/iS34wceOAeBMxlQjpZ/LMN/u/hHMmtCCpeu73XQvd/ag45J7AQDve/N0/Mvpc9CQTmHt9l70DWXx7XudDviUOZPdjrSzO9+JvLypBw3pFA6WWsunr18CIQS6+4bdDuQzJ3XgHYdPRZoI2/YM4aQrH3bTTxijayjOb1QvlbpHr+7owzWL1mDP4IhnxHvUjLF4x+FTMXN8C37/XCd+pcX5z5rQgiNnjEWKnCCM+5dtwVH/fb+rAY5vbXQ1lP6hUTy5difGNmfQmEm5naAS7iqsE3ACMMYYgggURIQDJuVNpz0DI26wwtT2JswY34LtMr9dvUPuAqVT2prc0akeefbUa7swrqUBjZkUprU3u4776eOa3c5KPdOq0+npH8FfpLlmXEuDnF2e76C/9Lvn8+07thktjflNq/7tDkcQqXZqa0pj3c4+HP6N+wAAF93stMn+E1twwkETsWZ7r1tfZVoayubcAYjq+H+7eAMelssUXf3Ro13B0NU3DCEE/lEOMNTIXNVXCIGv3fUSdvYOozGd0gRVXmi8sNExXZ1xpDOYWq8Flyzf7LTX0fuPd9+HDV19xvXAAOB5OSB5aGV+EnNjJuXROgDvQHSCrNPjq3dgZ++wR2Do/O4fT8DPP3Wc59hsrf8B8mZ5IG8JOPvHT4T6eZKkbgUKEaUB/B+AswEcCeATRHSkPVUyHDK1HTPGmW+4mqdygVyXR7eFTtfSPPt6t0cQZdIpHDS5Dfe+vAVfveslAI7JS5+3ctEtz+Jffuu8yHOmtiOdIjzy/94OwIl8WrKuyx19n3/iAQCcDhMAPnPjEjce/jf/+FY0ZdKY0t6Em556Hb1DWewdHMH6Xf344LGzXG3poMljsGn3AG5+aj2Wrnfs6zde8BYcO3sCntvQja6+YQyOjOL5jXnh8uV3HQog7xS+Qeug584ch2X/cya+/p7DsXcwi027B/C+nzzhtoduK96xdwgrNa1AdXzq9+mjz9MOneqaenb3j+D5Dd2eUfjS1536/WDhapz4nUXokZ39ry94izuz+NBpbQETyf4TW9GUSXsi+/wTIFW5v3tmA3b1Drnmli+dPse95oM//RuWbc6HIX/yrbPdDuPOpZ2eaK4bPuOMYsc2N6B/eBTb9w7iqVd3ueff++bpmNzWiLXbe7Fi8x6PI39ex0TX/NrZPYDd/cP41ROvYXAkh+dedzq5MU1pd7UGfX6EMqu8vKkHi1Zu89Q3m3N8C89v3I3RnPCYO++6+EQAziClbyjr8bMpYasCJgZHnGd0qxSGN35mvvsOvLixx+PP+/K75qAxk0J7c8ZdnkiZ5ObOHIuPHD/Lfbd29Q1j2aY97u+Zd4DTod4qB1ebewZxu3SCp4g0QeT8jt39w/j5Y6/ikKltmD2pFZPbmvCq1CYHhkddH95BU8Zgjpzwu3LL3tDoqd88/To+9NO/4YHl2zxtdMT0duP1gDOI+BepTQDAfJ+56q6LT8TVHz0aJx48CWfNne459/X3HIFrPnEsVn/7bNx18YmYOzO/AdjBmmn5yBljUW4y0ZfULPMBrBVCvAYARHQbgHMArKhE4bd//kSc8r1H8JmTOzzHP3z8LHzzz/kqzDsg/2AsOKkD97y42R3xHLFfO777oTe5NtoPHDMDS9bnHaNtTRkQEe68+ETXv6FWLp7U5rwUB04eg3EtDfjTC5vxpxc2Y0JrA46eNQ7fOmcuAKfz+va9K/FSZ487Wp4lR0YXn3YQvnH3csy97AG3zBMODGpUyqk3e2Ir3nHYVLywYTf+/OJmHKfNowGA6z59vCsULj93Lv74/CY3/PbaTx7rPugnH+IsM3OypmXceuFb5blJ+NvaXZj/nUWevD947Eyn7hNa0d2f7+xuuXA+Tpkzxf3/2kfW4tpH1mrtPwEXnHwgvvjb5wA4Dmx1f94m6wE4HY3O18463B3pmTqO1d8+G4AzygbyEX+fmD8bAPCVd81x59o8v2E3npcj71e/8x5PBNbfX92FOf/pjNyv+vCb8M7DHU1BmSLnX7EI8zucezJzfAuaG5yItl19w3jPNU+4+fzhn05CYybl+km+/8AqfP+BVe75Xy1wBNXcmeNcIfSoHIzobfGBa/NReoAzX+bUOZPRkCLct2wrDv76Xz3n58m6tTSmseiV7ThE/paGNGH5t84C4HUqf+wXznPcMakVB08Z42oJn/hlPoDl86cdhOPle7N3MItbn96A6eNasHXPIKa2N+H2i5wOWkWnqYUUAed5V36Q+5dvxb/f8SJ+r5mmPnNSh2sWvOr+V9DZ3e9qYkfPGu/W7c5nOzF35jh3MAI4mmVTJo2Dp4zxtO3Cr5yKP72wCf/27sPwyV8+jcXaqsE//PjRbhsRER76t1OxpWcQn75+CU47NP/cAs4g5KXOHswY34yTDp7sOTevY6Kbj5/mhjQ+cPQM9zqdo2aMxYePm4UTDpoYe0O+UqhbDQXATAB6PFynPFYR9p/Yiue/8W5cfOrBnuPtzQ34zgff5P6vlmwBnBt/++edl2FyWyMuOu1gTG5rcker//DW2W6UyTfff6Q7en5Lx0Qs/a93uao6ABx/QF6tPVgz73T3j+Bo6RMAnBH0779wovs/ETBZ2pg/9pb9A/ZZ3ZF33nzvHI1zZaf+oePMzXzGUXnfS1tTxp2fo36D4rBp7R4n5edPPcgdPV37ieMCD/6r33mP20lcevbheL98eQDghIMmud/fdcQ0T7o7Pn8i7vrCSXjvm6fj8nPnBuqrlq4BgM++7UDPuc+fml9f6Zvv9yq+13ziWNeWru/6CMANOyUi3P/lU1xTHOBoQfpv04MUgLyjHvC2/ZL1XcikCE/8xzsA5AWyjpqvBHhNsgDw9sOmuGl+9PFj8LF5s/CN9x3ptingPM8qeETnpW+egfGtjXjH4UHH8JNfe4f7/UTtPgDAvV86xf1ucg4/8JVTQUQ4zOdLnDSmEV894zD3/w8f5+wxpDrwS84+3PWXHTatHScd7C33CnmfL5ADPSVMGtMp3P/lUzB7UqtnvavfLN6AnoERnH74VPy3NCGrOl12z3L8+cXNmD2xFa9cfpabRn/OzzhyGuZMa8dXzzwc6RTh+x85GkRO+PZdF5+IDx47y1O/Q6a245Q5U/D3S96Jz57sfeYa0inc9Nn5+O6H3hxor2JJpQj/+7Gj8dF55vlWSUOVnJafJET0UQBnCiE+J///NID5Qoh/8V13EYCLAGD27NnHv/7664G8kkYIgbtf2IzDp7fj8P2CaubA8Khr6y6EwZFRPLFmJ955+FRPxzQwPIpfPfEaNu0ewOu7+vGTTx7rCg1F/3AWNz/1Ot4zd7pHyOW3oxUgIuMoZtmmHsyZ1uZOvlS/8ZpFa/H8xm68/80z8IFjZrgTqfRrbntmIw6d1uaOOBV7B0dw59JOrNyyB//9/iPdiB7AieRZtXUvnlizE1965xw3mkXnkVXbccR+Y7GfZkbM5ZyZ0qu37cXU9nxUk85Xbn8Bq7ftxc2fnY9JvjbqGRjBpX94CZ+cfwDeNsfbaQ9nc7hv2Rb0DIzgE/Nne35r31AWK7fswd/W7sJnTu4wOlFf6tyNQ6a2uSYywAnD7h3K4rdLNmDeARMDZg4hBL58+wu4+4XNuPuLJ3sGCjv2DuHXf1+HXz6+Dt/+4Fx8zNdh/OG5TuwdzOLgKW047oDxnnJtLF3fhaZMGr9d8jouOesIT9v3D2fxcmcPXuzcjQUndXieh+FsDqu37cVoTmDWhJZA2z4kNeutewZx2qFTPObeXE5g3a4+TBrTiKFsLuA/GBwZxaOrtmPF5j34/GkHuwJFsbGrHw+u2IYPHD3DFdJbewZx7SNrMKYpgw8cPQPTx7V4zM+v7+rDtQ+vxVlz9wMR8PZDp7rBCUPZUdy2ZCOWberBQVPa8IFjZnj8H/3DWdy/bCtmT2zF3JnjPHOq1O8h8i7UWO8Q0bNCiHmR19WxQDkRwDeFEGfK/y8FACHEd8PSzJs3TyxdurRCNWQYhtk3iCtQ6tnk9QyAOUR0IBE1AjgPwD1VrhPDMMwblrp1ygshskT0zwAeAJAGcIMQonJTQhmGYRgPdStQAEAI8VcAf428kGEYhik79WzyYhiGYWoIFigMwzBMIrBAYRiGYRKBBQrDMAyTCCxQGIZhmESo24mNxUBEewGsAjAOQE/IZbZzswFssBRRbL7FnouqUyn51lMblVKncrXDvnTfuI2i61NKvtV4tgst8zAhRPjqlgohxBvmD8BS+Xmd5RrbuR0R+Rebb1HnoupUYr5100al1KmM7bDP3Dduo+j6lLkdEr9vhZap+s6ovzeqyevPRZ7bXaZ8iz0H2OtUSr711EZR54tto6jzb5T7xm3ksC8926WUGcobzeS1VMRYj6Zc6ctBrdWp1uoDcJ3iUGv1AWqvTrVWH6BydYpbzhtNQ7muyunLQa3VqdbqA3Cd4lBr9QFqr061Vh+gcnWKVc4bSkNhGIZhyscbTUNhGIZhysQbXqAQ0Q1EtJ2IlmnHjiaip4joZSL6MxGNlccbiOgmeXyl2oNFnnuUiFYR0QvyL7jFXfL1aSSiG+XxF4no7Vqa4+XxtUR0DZWw20+CdUqqjfYnokfkPVhORP8qj08kooVEtEZ+TtDSXCrbYhURnakdT6SdEq5Tye1UaH2IaJK8vpeIrvXlVZU2iqhTNdro3UT0rGyLZ4nonTXQRrY6JfK+FUScULB9+Q/AqQCOA7BMO/YMgNPk988CuFx+/ySA2+T3VgDrAXTI/x8FMK/C9fkigBvl96kAngWQkv8vAXAiAAJwH4Cza6BOSbXRdADHye/tAFYDOBLA9wBcIo9fAuAq+f1IAC8CaAJwIIBXAaSTbKeE61RyOxVRnzEA3gbgYgDX+vKqVhvZ6lSNNjoWwAz5fS6ATTXQRrY6ldxGBde/koXV6h+ADng7yz3I+5f2B7BCfv8EnHC6DIBJ8mZPTPrmFVCf/wPwKe26RQDmy4fyFe34JwD8opp1SrqNfHW7G8C74UxanS6PTQewSn6/FMCl2vUPyJc/8XYqtU7laqeo+mjXfQZa513NNgqrU7XbSB4nALvgDAiq3kb+OpWrjaL+3vAmrxCWAfiA/P5ROB0mANwFoA/AFjizU68WQnRp6W6UquU3ilV5C6zPiwDOIaIMER0I4Hh5biaATi19pzyWJIXWSZFoGxFRB5xR2mIA04QQWwBAfioVfyaAjVoy1R5laacS66RIrJ1i1ieMarZRFNVsow8DeF4IMYTaaSO9Topy9UlGWKCY+SyALxLRs3DUzmF5fD6AUQAz4Jgp/p2IDpLn/kEI8SYAp8i/T1egPjfAeXiXAvgRgL8DyMIZqfhJOpyv0DoBCbcREbUB+D2ALwsh9tguNRwTluPVrBOQYDsVUJ/QLAzHKtVGNqrWRkR0FICrAHxeHTJcVtE2MtQJKG+fZIQFigEhxCtCiDOEEMcD+B0c+zbg+FDuF0KMCCG2A/gbgHkyzSb5uRfAb+EIn7LWRwiRFUJ8RQhxjBDiHADjAayB06HP0rKYBWBzUvUpsk6JthERNcB54X4jhPiDPLyNiKbL89MBbJfHO+HVklR7JNpOCdUpsXYqsD5hVLONQqlWGxHRLAB/BHC+EEL1C1Vto5A6lbVPCoMFigEVDUFEKQD/BeDn8tQGAO8khzEATgDwijTvTJZpGgC8D45JqKz1IaJWWQ8Q0bsBZIUQK6RKvJeITpBq7vlwbLGJUWidkmwj+ZuuB7BSCPED7dQ9ABbI7wuQ/833ADiPiJqkGW4OgCVJtlNSdUqqnYqoj5Eqt1FYPlVpIyIaD+BeOL6vv6mLq9lGYXUqd58USiUdNrX4B2d0vQXACJyRxoUA/hWOw301gCuRdz63AbgTwHIAKwB8VR4fAyea6SV57seQETtlrk8HHGfdSgAPAThAy2cenAfoVQDXqjTVqlPCbfQ2OCaFlwC8IP/eAydQYhEcjWgRZMCETPOfsi1WQYvASaqdkqpTUu1UZH3WA+gC0Cvv85E10EaBOlWrjeAMnPq0a18AMLWabRRWp6TaqNA/ninPMAzDJAKbvBiGYZhEYIHCMAzDJAILFIZhGCYRWKAwDMMwicAChWEYhkkEFigMUyMQ0cVEdH4B13eQtgI0w1SbTLUrwDCMMxFNCPHz6CsZpnZhgcIwCSEX87sfzmJ+x8KZ9Hk+gCMA/ADOxNidAD4jhNhCRI/CWevsZAD3EFE7gF4hxNVEdAyc1Qda4UyW+6wQopuIjoezXlo/gCcr9+sYJho2eTFMshwG4DohxJvhLPH/RQA/AfAR4ax7dgOAK7TrxwshThNC/K8vn5sBfE3m8zKAy+TxGwF8SQhxYjl/BMMUA2soDJMsG0V+TaVbAXwdzsZHC+Xq4Wk4y9gobvdnQETj4Aiax+ShmwDcaTh+C4Czk/8JDFMcLFAYJln8axntBbDcolH0FZA3GfJnmJqBTV4MkyyziUgJj08AeBrAFHWMiBrk3hWhCCF6AHQT0Sny0KcBPCaE2A2gh4jeJo//Q/LVZ5jiYQ2FYZJlJYAFRPQLOCvD/gTO9r7XSJNVBs7GY8sj8lkA4OdE1ArgNQAXyOMXALiBiPplvgxTM/BqwwyTEDLK6y9CiLlVrgrDVAU2eTEMwzCJwBoKwzAMkwisoTAMwzCJwAKFYRiGSQQWKAzDMEwisEBhGIZhEoEFCsMwDJMILFAYhmGYRPj/cOJs7vsRfwUAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "sorted_data['inc'].plot()" ] @@ -215,9 +2381,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "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()" ] @@ -252,10 +2441,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 15, + "metadata": {}, "outputs": [], "source": [ "first_august_week = [pd.Period(pd.Timestamp(y, 8, 1), 'W')\n", @@ -274,7 +2461,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -298,9 +2485,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "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='*')" ] @@ -314,9 +2524,60 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "2021 743449\n", + "2014 1600941\n", + "1991 1659249\n", + "1995 1840410\n", + "2020 2010315\n", + "2022 2060304\n", + "2012 2175217\n", + "2003 2234584\n", + "2019 2254386\n", + "2006 2307352\n", + "2017 2321583\n", + "2001 2529279\n", + "1992 2574578\n", + "1993 2703886\n", + "2018 2705325\n", + "1988 2765617\n", + "2007 2780164\n", + "1987 2855570\n", + "2016 2856393\n", + "2011 2857040\n", + "2023 2873501\n", + "2008 2973918\n", + "1998 3034904\n", + "2002 3125418\n", + "2009 3444020\n", + "1994 3514763\n", + "1996 3539413\n", + "2004 3567744\n", + "1997 3620066\n", + "2015 3654892\n", + "2024 3670417\n", + "2000 3826372\n", + "2005 3835025\n", + "1999 3908112\n", + "2010 4111392\n", + "2013 4182691\n", + "2025 4366002\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2592,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "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.hist(xrot=20)" ] @@ -364,7 +2648,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/incidence_grippe.csv b/module3/exo1/incidence_grippe.csv new file mode 100644 index 0000000..426d506 --- /dev/null +++ b/module3/exo1/incidence_grippe.csv @@ -0,0 +1,2173 @@ +,week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +0,202624,3,16817,11657.0,21977.0,25,17.0,33.0,FR,France +1,202623,3,15690,11393.0,19987.0,23,17.0,29.0,FR,France +2,202622,3,11269,7864.0,14674.0,17,12.0,22.0,FR,France +3,202621,3,14005,10391.0,17619.0,21,16.0,26.0,FR,France +4,202620,3,13818,9441.0,18195.0,21,15.0,27.0,FR,France +5,202619,3,10240,6610.0,13870.0,15,10.0,20.0,FR,France +6,202618,3,11906,8174.0,15638.0,18,12.0,24.0,FR,France +7,202617,3,14808,10600.0,19016.0,22,16.0,28.0,FR,France +8,202616,3,21922,17127.0,26717.0,33,26.0,40.0,FR,France +9,202615,3,21286,16456.0,26116.0,32,25.0,39.0,FR,France +10,202614,3,29932,24335.0,35529.0,44,36.0,52.0,FR,France +11,202613,3,35432,29247.0,41617.0,53,44.0,62.0,FR,France +12,202612,3,31555,26214.0,36896.0,47,39.0,55.0,FR,France +13,202611,3,30093,24854.0,35332.0,45,37.0,53.0,FR,France +14,202610,3,28583,23633.0,33533.0,42,35.0,49.0,FR,France +15,202609,3,38998,32459.0,45537.0,58,48.0,68.0,FR,France +16,202608,3,59378,51437.0,67319.0,88,76.0,100.0,FR,France +17,202607,3,92394,82032.0,102756.0,137,122.0,152.0,FR,France +18,202606,3,134736,123217.0,146255.0,200,183.0,217.0,FR,France +19,202605,3,150982,139724.0,162240.0,224,207.0,241.0,FR,France +20,202604,3,164364,152918.0,175810.0,244,227.0,261.0,FR,France +21,202603,3,164566,152843.0,176289.0,244,227.0,261.0,FR,France +22,202602,3,179098,166260.0,191936.0,266,247.0,285.0,FR,France +23,202601,3,189561,174025.0,205097.0,281,258.0,304.0,FR,France +24,202552,3,188897,173943.0,203851.0,282,260.0,304.0,FR,France +25,202551,3,227262,213214.0,241310.0,339,318.0,360.0,FR,France +26,202550,3,177308,165277.0,189339.0,265,247.0,283.0,FR,France +27,202549,3,133049,122068.0,144030.0,199,183.0,215.0,FR,France +28,202548,3,82609,73827.0,91391.0,123,110.0,136.0,FR,France +29,202547,3,58860,51442.0,66278.0,88,77.0,99.0,FR,France +30,202546,3,40657,34407.0,46907.0,61,52.0,70.0,FR,France +31,202545,3,47645,40423.0,54867.0,71,60.0,82.0,FR,France +32,202544,3,44837,38385.0,51289.0,67,57.0,77.0,FR,France +33,202543,3,55400,47640.0,63160.0,83,71.0,95.0,FR,France +34,202542,3,75239,66515.0,83963.0,112,99.0,125.0,FR,France +35,202541,3,86860,77648.0,96072.0,130,116.0,144.0,FR,France +36,202540,3,79169,71180.0,87158.0,118,106.0,130.0,FR,France +37,202539,3,72930,64872.0,80988.0,109,97.0,121.0,FR,France +38,202538,3,61435,54131.0,68739.0,92,81.0,103.0,FR,France +39,202537,3,46373,39689.0,53057.0,69,59.0,79.0,FR,France +40,202536,3,25581,20702.0,30460.0,38,31.0,45.0,FR,France +41,202535,3,22717,17480.0,27954.0,34,26.0,42.0,FR,France +42,202534,3,21429,16177.0,26681.0,32,24.0,40.0,FR,France +43,202533,3,16766,12022.0,21510.0,25,18.0,32.0,FR,France +44,202532,3,19900,14303.0,25497.0,30,22.0,38.0,FR,France +45,202531,3,18470,12625.0,24315.0,28,19.0,37.0,FR,France +46,202530,3,19166,14283.0,24049.0,29,22.0,36.0,FR,France +47,202529,3,18673,13815.0,23531.0,28,21.0,35.0,FR,France +48,202528,3,23285,18131.0,28439.0,35,27.0,43.0,FR,France +49,202527,3,21453,17129.0,25777.0,32,26.0,38.0,FR,France +50,202526,3,21945,17422.0,26468.0,33,26.0,40.0,FR,France +51,202525,3,23323,18546.0,28100.0,35,28.0,42.0,FR,France +52,202524,3,23154,18577.0,27731.0,35,28.0,42.0,FR,France +53,202523,3,24391,19307.0,29475.0,36,28.0,44.0,FR,France +54,202522,3,18755,14333.0,23177.0,28,21.0,35.0,FR,France +55,202521,3,23760,18671.0,28849.0,35,27.0,43.0,FR,France +56,202520,3,20265,15814.0,24716.0,30,23.0,37.0,FR,France +57,202519,3,16264,12394.0,20134.0,24,18.0,30.0,FR,France +58,202518,3,18115,13975.0,22255.0,27,21.0,33.0,FR,France +59,202517,3,22150,17291.0,27009.0,33,26.0,40.0,FR,France +60,202516,3,28564,22550.0,34578.0,43,34.0,52.0,FR,France +61,202515,3,35721,29592.0,41850.0,53,44.0,62.0,FR,France +62,202514,3,37579,31232.0,43926.0,56,47.0,65.0,FR,France +63,202513,3,39673,33686.0,45660.0,59,50.0,68.0,FR,France +64,202512,3,52543,45627.0,59459.0,78,68.0,88.0,FR,France +65,202511,3,59469,52154.0,66784.0,89,78.0,100.0,FR,France +66,202510,3,60334,53048.0,67620.0,90,79.0,101.0,FR,France +67,202509,3,84531,74994.0,94068.0,126,112.0,140.0,FR,France +68,202508,3,136020,124824.0,147216.0,203,186.0,220.0,FR,France +69,202507,3,208952,195988.0,221916.0,312,293.0,331.0,FR,France +70,202506,3,273519,258159.0,288879.0,408,385.0,431.0,FR,France +71,202505,3,334395,318416.0,350374.0,499,475.0,523.0,FR,France +72,202504,3,350043,332885.0,367201.0,522,496.0,548.0,FR,France +73,202503,3,252772,238917.0,266627.0,377,356.0,398.0,FR,France +74,202502,3,257247,242991.0,271503.0,384,363.0,405.0,FR,France +75,202501,3,231549,214627.0,248471.0,345,320.0,370.0,FR,France +76,202452,3,201726,185870.0,217582.0,302,278.0,326.0,FR,France +77,202451,3,201697,187843.0,215551.0,302,281.0,323.0,FR,France +78,202450,3,136694,126369.0,147019.0,205,190.0,220.0,FR,France +79,202449,3,108487,99037.0,117937.0,163,149.0,177.0,FR,France +80,202448,3,87381,78687.0,96075.0,131,118.0,144.0,FR,France +81,202447,3,76286,67626.0,84946.0,114,101.0,127.0,FR,France +82,202446,3,56399,49006.0,63792.0,85,74.0,96.0,FR,France +83,202445,3,47347,40843.0,53851.0,71,61.0,81.0,FR,France +84,202444,3,36039,30122.0,41956.0,54,45.0,63.0,FR,France +85,202443,3,46572,39928.0,53216.0,70,60.0,80.0,FR,France +86,202442,3,67785,60009.0,75561.0,102,90.0,114.0,FR,France +87,202441,3,79435,71386.0,87484.0,119,107.0,131.0,FR,France +88,202440,3,84965,76555.0,93375.0,127,114.0,140.0,FR,France +89,202439,3,91660,82937.0,100383.0,137,124.0,150.0,FR,France +90,202438,3,91786,82903.0,100669.0,138,125.0,151.0,FR,France +91,202437,3,56460,49319.0,63601.0,85,74.0,96.0,FR,France +92,202436,3,33657,27906.0,39408.0,50,41.0,59.0,FR,France +93,202435,3,27454,22069.0,32839.0,41,33.0,49.0,FR,France +94,202434,3,26717,21003.0,32431.0,40,31.0,49.0,FR,France +95,202433,3,20623,15349.0,25897.0,31,23.0,39.0,FR,France +96,202432,3,23187,17532.0,28842.0,35,27.0,43.0,FR,France +97,202431,3,26035,20267.0,31803.0,39,30.0,48.0,FR,France +98,202430,3,36393,28593.0,44193.0,55,43.0,67.0,FR,France +99,202429,3,39560,32592.0,46528.0,59,49.0,69.0,FR,France +100,202428,3,54342,45781.0,62903.0,81,68.0,94.0,FR,France +101,202427,3,47364,40234.0,54494.0,71,60.0,82.0,FR,France +102,202426,3,44219,36956.0,51482.0,66,55.0,77.0,FR,France +103,202425,3,47204,40300.0,54108.0,71,61.0,81.0,FR,France +104,202424,3,41110,34671.0,47549.0,62,52.0,72.0,FR,France +105,202423,3,35875,30610.0,41140.0,54,46.0,62.0,FR,France +106,202422,3,33772,28274.0,39270.0,51,43.0,59.0,FR,France +107,202421,3,21963,17556.0,26370.0,33,26.0,40.0,FR,France +108,202420,3,20057,15780.0,24334.0,30,24.0,36.0,FR,France +109,202419,3,15375,11274.0,19476.0,23,17.0,29.0,FR,France +110,202418,3,22409,17653.0,27165.0,34,27.0,41.0,FR,France +111,202417,3,27042,21410.0,32674.0,41,33.0,49.0,FR,France +112,202416,3,28882,23305.0,34459.0,43,35.0,51.0,FR,France +113,202415,3,30229,24648.0,35810.0,45,37.0,53.0,FR,France +114,202414,3,31813,26529.0,37097.0,48,40.0,56.0,FR,France +115,202413,3,35090,29607.0,40573.0,53,45.0,61.0,FR,France +116,202412,3,40639,34582.0,46696.0,61,52.0,70.0,FR,France +117,202411,3,50268,43331.0,57205.0,75,65.0,85.0,FR,France +118,202410,3,60107,52623.0,67591.0,90,79.0,101.0,FR,France +119,202409,3,71121,62920.0,79322.0,107,95.0,119.0,FR,France +120,202408,3,104566,94520.0,114612.0,157,142.0,172.0,FR,France +121,202407,3,138078,127050.0,149106.0,207,190.0,224.0,FR,France +122,202406,3,190062,177955.0,202169.0,285,267.0,303.0,FR,France +123,202405,3,216237,203595.0,228879.0,324,305.0,343.0,FR,France +124,202404,3,213196,200547.0,225845.0,320,301.0,339.0,FR,France +125,202403,3,163457,152276.0,174638.0,245,228.0,262.0,FR,France +126,202402,3,129436,119453.0,139419.0,194,179.0,209.0,FR,France +127,202401,3,120769,109452.0,132086.0,181,164.0,198.0,FR,France +128,202352,3,115446,103738.0,127154.0,174,156.0,192.0,FR,France +129,202351,3,148755,136546.0,160964.0,224,206.0,242.0,FR,France +130,202350,3,147971,136787.0,159155.0,223,206.0,240.0,FR,France +131,202349,3,147552,136422.0,158682.0,222,205.0,239.0,FR,France +132,202348,3,124204,113479.0,134929.0,187,171.0,203.0,FR,France +133,202347,3,110948,100694.0,121202.0,167,152.0,182.0,FR,France +134,202346,3,83894,75134.0,92654.0,126,113.0,139.0,FR,France +135,202345,3,72003,63178.0,80828.0,108,95.0,121.0,FR,France +136,202344,3,49952,42813.0,57091.0,75,64.0,86.0,FR,France +137,202343,3,44982,38170.0,51794.0,68,58.0,78.0,FR,France +138,202342,3,56842,49277.0,64407.0,86,75.0,97.0,FR,France +139,202341,3,58357,51032.0,65682.0,88,77.0,99.0,FR,France +140,202340,3,68894,60069.0,77719.0,104,91.0,117.0,FR,France +141,202339,3,72003,63452.0,80554.0,108,95.0,121.0,FR,France +142,202338,3,63218,55227.0,71209.0,95,83.0,107.0,FR,France +143,202337,3,49085,42079.0,56091.0,74,63.0,85.0,FR,France +144,202336,3,38247,32237.0,44257.0,58,49.0,67.0,FR,France +145,202335,3,31695,26013.0,37377.0,48,39.0,57.0,FR,France +146,202334,3,26663,21057.0,32269.0,40,32.0,48.0,FR,France +147,202333,3,19144,13161.0,25127.0,29,20.0,38.0,FR,France +148,202332,3,14641,10285.0,18997.0,22,15.0,29.0,FR,France +149,202331,3,15286,10705.0,19867.0,23,16.0,30.0,FR,France +150,202330,3,13205,8647.0,17763.0,20,13.0,27.0,FR,France +151,202329,3,11122,7113.0,15131.0,17,11.0,23.0,FR,France +152,202328,3,9179,5703.0,12655.0,14,9.0,19.0,FR,France +153,202327,3,8999,5763.0,12235.0,14,9.0,19.0,FR,France +154,202326,3,9023,5934.0,12112.0,14,9.0,19.0,FR,France +155,202325,3,10090,6739.0,13441.0,15,10.0,20.0,FR,France +156,202324,3,11308,7639.0,14977.0,17,11.0,23.0,FR,France +157,202323,3,14300,10661.0,17939.0,22,17.0,27.0,FR,France +158,202322,3,18303,13822.0,22784.0,28,21.0,35.0,FR,France +159,202321,3,16460,12188.0,20732.0,25,19.0,31.0,FR,France +160,202320,3,16162,11963.0,20361.0,24,18.0,30.0,FR,France +161,202319,3,16901,12577.0,21225.0,25,18.0,32.0,FR,France +162,202318,3,19929,15402.0,24456.0,30,23.0,37.0,FR,France +163,202317,3,27007,21779.0,32235.0,41,33.0,49.0,FR,France +164,202316,3,27875,22767.0,32983.0,42,34.0,50.0,FR,France +165,202315,3,37455,30993.0,43917.0,56,46.0,66.0,FR,France +166,202314,3,48060,40671.0,55449.0,72,61.0,83.0,FR,France +167,202313,3,64859,56800.0,72918.0,98,86.0,110.0,FR,France +168,202312,3,72750,64499.0,81001.0,109,97.0,121.0,FR,France +169,202311,3,74638,66420.0,82856.0,112,100.0,124.0,FR,France +170,202310,3,76368,68243.0,84493.0,115,103.0,127.0,FR,France +171,202309,3,62062,54778.0,69346.0,93,82.0,104.0,FR,France +172,202308,3,76391,68065.0,84717.0,115,102.0,128.0,FR,France +173,202307,3,89851,80397.0,99305.0,135,121.0,149.0,FR,France +174,202306,3,97368,87636.0,107100.0,146,131.0,161.0,FR,France +175,202305,3,95469,86268.0,104670.0,144,130.0,158.0,FR,France +176,202304,3,74901,66916.0,82886.0,113,101.0,125.0,FR,France +177,202303,3,69570,61893.0,77247.0,105,93.0,117.0,FR,France +178,202302,3,78260,70090.0,86430.0,118,106.0,130.0,FR,France +179,202301,3,121773,111024.0,132522.0,183,167.0,199.0,FR,France +180,202252,3,155371,142004.0,168738.0,234,214.0,254.0,FR,France +181,202251,3,248319,232128.0,264510.0,374,350.0,398.0,FR,France +182,202250,3,234143,219402.0,248884.0,353,331.0,375.0,FR,France +183,202249,3,163384,151691.0,175077.0,246,228.0,264.0,FR,France +184,202248,3,121691,111744.0,131638.0,184,169.0,199.0,FR,France +185,202247,3,96416,87230.0,105602.0,145,131.0,159.0,FR,France +186,202246,3,67735,60075.0,75395.0,102,90.0,114.0,FR,France +187,202245,3,45306,38909.0,51703.0,68,58.0,78.0,FR,France +188,202244,3,34713,28880.0,40546.0,52,43.0,61.0,FR,France +189,202243,3,44769,36884.0,52654.0,68,56.0,80.0,FR,France +190,202242,3,47462,40773.0,54151.0,72,62.0,82.0,FR,France +191,202241,3,48583,42388.0,54778.0,73,64.0,82.0,FR,France +192,202240,3,41927,36115.0,47739.0,63,54.0,72.0,FR,France +193,202239,3,39902,34168.0,45636.0,60,51.0,69.0,FR,France +194,202238,3,28781,23733.0,33829.0,43,35.0,51.0,FR,France +195,202237,3,21395,17076.0,25714.0,32,25.0,39.0,FR,France +196,202236,3,14120,10487.0,17753.0,21,16.0,26.0,FR,France +197,202235,3,9283,6485.0,12081.0,14,10.0,18.0,FR,France +198,202234,3,7498,4731.0,10265.0,11,7.0,15.0,FR,France +199,202233,3,7586,4442.0,10730.0,11,6.0,16.0,FR,France +200,202232,3,12222,7749.0,16695.0,18,11.0,25.0,FR,France +201,202231,3,13257,8905.0,17609.0,20,13.0,27.0,FR,France +202,202230,3,15006,10738.0,19274.0,23,17.0,29.0,FR,France +203,202229,3,20801,15829.0,25773.0,31,24.0,38.0,FR,France +204,202228,3,23387,17970.0,28804.0,35,27.0,43.0,FR,France +205,202227,3,36015,29709.0,42321.0,54,44.0,64.0,FR,France +206,202226,3,29421,24314.0,34528.0,44,36.0,52.0,FR,France +207,202225,3,22840,18538.0,27142.0,34,28.0,40.0,FR,France +208,202224,3,19294,15406.0,23182.0,29,23.0,35.0,FR,France +209,202223,3,17159,13450.0,20868.0,26,20.0,32.0,FR,France +210,202222,3,14230,10924.0,17536.0,21,16.0,26.0,FR,France +211,202221,3,11804,8686.0,14922.0,18,13.0,23.0,FR,France +212,202220,3,17355,13600.0,21110.0,26,20.0,32.0,FR,France +213,202219,3,17178,13462.0,20894.0,26,20.0,32.0,FR,France +214,202218,3,27569,22584.0,32554.0,42,34.0,50.0,FR,France +215,202217,3,35950,30255.0,41645.0,54,45.0,63.0,FR,France +216,202216,3,54405,46976.0,61834.0,82,71.0,93.0,FR,France +217,202215,3,106385,96079.0,116691.0,160,144.0,176.0,FR,France +218,202214,3,159637,147889.0,171385.0,241,223.0,259.0,FR,France +219,202213,3,187355,175153.0,199557.0,283,265.0,301.0,FR,France +220,202212,3,159809,148839.0,170779.0,241,224.0,258.0,FR,France +221,202211,3,113273,104095.0,122451.0,171,157.0,185.0,FR,France +222,202210,3,80177,72368.0,87986.0,121,109.0,133.0,FR,France +223,202209,3,43750,37938.0,49562.0,66,57.0,75.0,FR,France +224,202208,3,28034,23245.0,32823.0,42,35.0,49.0,FR,France +225,202207,3,31636,26432.0,36840.0,48,40.0,56.0,FR,France +226,202206,3,42557,36599.0,48515.0,64,55.0,73.0,FR,France +227,202205,3,60757,53958.0,67556.0,92,82.0,102.0,FR,France +228,202204,3,66266,59163.0,73369.0,100,89.0,111.0,FR,France +229,202203,3,67412,60291.0,74533.0,102,91.0,113.0,FR,France +230,202202,3,52140,45949.0,58331.0,79,70.0,88.0,FR,France +231,202201,3,54128,47329.0,60927.0,82,72.0,92.0,FR,France +232,202152,3,47704,40795.0,54613.0,72,62.0,82.0,FR,France +233,202151,3,35349,29486.0,41212.0,54,45.0,63.0,FR,France +234,202150,3,33994,28706.0,39282.0,51,43.0,59.0,FR,France +235,202149,3,34014,28982.0,39046.0,51,43.0,59.0,FR,France +236,202148,3,34805,29778.0,39832.0,53,45.0,61.0,FR,France +237,202147,3,30075,25306.0,34844.0,46,39.0,53.0,FR,France +238,202146,3,23814,19612.0,28016.0,36,30.0,42.0,FR,France +239,202145,3,15536,12190.0,18882.0,24,19.0,29.0,FR,France +240,202144,3,15187,11671.0,18703.0,23,18.0,28.0,FR,France +241,202143,3,19326,15025.0,23627.0,29,22.0,36.0,FR,France +242,202142,3,22672,18238.0,27106.0,34,27.0,41.0,FR,France +243,202141,3,18960,15099.0,22821.0,29,23.0,35.0,FR,France +244,202140,3,17994,14318.0,21670.0,27,21.0,33.0,FR,France +245,202139,3,15052,11668.0,18436.0,23,18.0,28.0,FR,France +246,202138,3,11419,8602.0,14236.0,17,13.0,21.0,FR,France +247,202137,3,9530,6793.0,12267.0,14,10.0,18.0,FR,France +248,202136,3,7817,5342.0,10292.0,12,8.0,16.0,FR,France +249,202135,3,8055,5388.0,10722.0,12,8.0,16.0,FR,France +250,202134,3,8603,5639.0,11567.0,13,9.0,17.0,FR,France +251,202133,3,6737,3925.0,9549.0,10,6.0,14.0,FR,France +252,202132,3,8699,5303.0,12095.0,13,8.0,18.0,FR,France +253,202131,3,10665,6766.0,14564.0,16,10.0,22.0,FR,France +254,202130,3,8567,5241.0,11893.0,13,8.0,18.0,FR,France +255,202129,3,8493,5378.0,11608.0,13,8.0,18.0,FR,France +256,202128,3,5925,3110.0,8740.0,9,5.0,13.0,FR,France +257,202127,3,5534,3022.0,8046.0,8,4.0,12.0,FR,France +258,202126,3,4073,2066.0,6080.0,6,3.0,9.0,FR,France +259,202125,3,3659,2076.0,5242.0,6,4.0,8.0,FR,France +260,202124,3,3166,1659.0,4673.0,5,3.0,7.0,FR,France +261,202123,3,3842,2184.0,5500.0,6,3.0,9.0,FR,France +262,202122,3,4723,2869.0,6577.0,7,4.0,10.0,FR,France +263,202121,3,5572,3533.0,7611.0,8,5.0,11.0,FR,France +264,202120,3,7469,5128.0,9810.0,11,7.0,15.0,FR,France +265,202119,3,6658,4440.0,8876.0,10,7.0,13.0,FR,France +266,202118,3,6411,4249.0,8573.0,10,7.0,13.0,FR,France +267,202117,3,8211,5657.0,10765.0,12,8.0,16.0,FR,France +268,202116,3,12448,9252.0,15644.0,19,14.0,24.0,FR,France +269,202115,3,15512,12062.0,18962.0,23,18.0,28.0,FR,France +270,202114,3,17316,13724.0,20908.0,26,21.0,31.0,FR,France +271,202113,3,22165,18137.0,26193.0,34,28.0,40.0,FR,France +272,202112,3,25903,21582.0,30224.0,39,32.0,46.0,FR,France +273,202111,3,20134,16351.0,23917.0,30,24.0,36.0,FR,France +274,202110,3,16895,13527.0,20263.0,26,21.0,31.0,FR,France +275,202109,3,13211,10035.0,16387.0,20,15.0,25.0,FR,France +276,202108,3,16398,12827.0,19969.0,25,20.0,30.0,FR,France +277,202107,3,18894,15116.0,22672.0,29,23.0,35.0,FR,France +278,202106,3,19658,15802.0,23514.0,30,24.0,36.0,FR,France +279,202105,3,19086,15419.0,22753.0,29,23.0,35.0,FR,France +280,202104,3,22822,18658.0,26986.0,35,29.0,41.0,FR,France +281,202103,3,19811,16030.0,23592.0,30,24.0,36.0,FR,France +282,202102,3,16315,12933.0,19697.0,25,20.0,30.0,FR,France +283,202101,3,19301,15463.0,23139.0,29,23.0,35.0,FR,France +284,202053,3,14614,10694.0,18534.0,22,16.0,28.0,FR,France +285,202052,3,11028,7506.0,14550.0,17,12.0,22.0,FR,France +286,202051,3,12111,9016.0,15206.0,18,13.0,23.0,FR,France +287,202050,3,12421,9354.0,15488.0,19,14.0,24.0,FR,France +288,202049,3,11427,8505.0,14349.0,17,13.0,21.0,FR,France +289,202048,3,13672,10387.0,16957.0,21,16.0,26.0,FR,France +290,202047,3,15021,11641.0,18401.0,23,18.0,28.0,FR,France +291,202046,3,22523,18413.0,26633.0,34,28.0,40.0,FR,France +292,202045,3,36865,31522.0,42208.0,56,48.0,64.0,FR,France +293,202044,3,38970,33265.0,44675.0,59,50.0,68.0,FR,France +294,202043,3,36794,31144.0,42444.0,56,47.0,65.0,FR,France +295,202042,3,30581,25622.0,35540.0,46,38.0,54.0,FR,France +296,202041,3,24197,19849.0,28545.0,37,30.0,44.0,FR,France +297,202040,3,18194,14366.0,22022.0,28,22.0,34.0,FR,France +298,202039,3,18607,14641.0,22573.0,28,22.0,34.0,FR,France +299,202038,3,23252,18902.0,27602.0,35,28.0,42.0,FR,France +300,202037,3,14028,10699.0,17357.0,21,16.0,26.0,FR,France +301,202036,3,5364,3404.0,7324.0,8,5.0,11.0,FR,France +302,202035,3,3960,2027.0,5893.0,6,3.0,9.0,FR,France +303,202034,3,3098,1118.0,5078.0,5,2.0,8.0,FR,France +304,202033,3,1900,348.0,3452.0,3,1.0,5.0,FR,France +305,202032,3,2073,369.0,3777.0,3,0.0,6.0,FR,France +306,202031,3,3144,1228.0,5060.0,5,2.0,8.0,FR,France +307,202030,3,4833,2546.0,7120.0,7,4.0,10.0,FR,France +308,202029,3,5730,3374.0,8086.0,9,5.0,13.0,FR,France +309,202028,3,4330,2406.0,6254.0,7,4.0,10.0,FR,France +310,202027,3,2029,797.0,3261.0,3,1.0,5.0,FR,France +311,202026,3,1322,344.0,2300.0,2,1.0,3.0,FR,France +312,202025,3,1395,373.0,2417.0,2,0.0,4.0,FR,France +313,202024,3,1166,333.0,1999.0,2,1.0,3.0,FR,France +314,202023,3,1408,434.0,2382.0,2,1.0,3.0,FR,France +315,202022,3,1743,620.0,2866.0,3,1.0,5.0,FR,France +316,202021,3,3318,1749.0,4887.0,5,3.0,7.0,FR,France +317,202020,3,7745,5375.0,10115.0,12,8.0,16.0,FR,France +318,202019,3,8590,6087.0,11093.0,13,9.0,17.0,FR,France +319,202018,3,12223,9182.0,15264.0,19,14.0,24.0,FR,France +320,202017,3,15685,12264.0,19106.0,24,19.0,29.0,FR,France +321,202016,3,21122,17112.0,25132.0,32,26.0,38.0,FR,France +322,202015,3,34593,29369.0,39817.0,53,45.0,61.0,FR,France +323,202014,3,74213,66885.0,81541.0,113,102.0,124.0,FR,France +324,202013,3,110261,101606.0,118916.0,167,154.0,180.0,FR,France +325,202012,3,105276,96720.0,113832.0,160,147.0,173.0,FR,France +326,202011,3,112943,104468.0,121418.0,172,159.0,185.0,FR,France +327,202010,3,105145,96812.0,113478.0,160,147.0,173.0,FR,France +328,202009,3,110696,102066.0,119326.0,168,155.0,181.0,FR,France +329,202008,3,143753,133984.0,153522.0,218,203.0,233.0,FR,France +330,202007,3,183610,172812.0,194408.0,279,263.0,295.0,FR,France +331,202006,3,206669,195481.0,217857.0,314,297.0,331.0,FR,France +332,202005,3,187957,177445.0,198469.0,285,269.0,301.0,FR,France +333,202004,3,122331,113492.0,131170.0,186,173.0,199.0,FR,France +334,202003,3,78413,71330.0,85496.0,119,108.0,130.0,FR,France +335,202002,3,53614,47654.0,59574.0,81,72.0,90.0,FR,France +336,202001,3,36850,31608.0,42092.0,56,48.0,64.0,FR,France +337,201952,3,28135,23220.0,33050.0,43,36.0,50.0,FR,France +338,201951,3,29786,25042.0,34530.0,45,38.0,52.0,FR,France +339,201950,3,34223,29156.0,39290.0,52,44.0,60.0,FR,France +340,201949,3,25662,21414.0,29910.0,39,33.0,45.0,FR,France +341,201948,3,22367,18055.0,26679.0,34,27.0,41.0,FR,France +342,201947,3,18669,14759.0,22579.0,28,22.0,34.0,FR,France +343,201946,3,16030,12567.0,19493.0,24,19.0,29.0,FR,France +344,201945,3,10138,7160.0,13116.0,15,10.0,20.0,FR,France +345,201944,3,7822,5010.0,10634.0,12,8.0,16.0,FR,France +346,201943,3,9487,6448.0,12526.0,14,9.0,19.0,FR,France +347,201942,3,7747,5243.0,10251.0,12,8.0,16.0,FR,France +348,201941,3,7122,4720.0,9524.0,11,7.0,15.0,FR,France +349,201940,3,8505,5784.0,11226.0,13,9.0,17.0,FR,France +350,201939,3,7091,4462.0,9720.0,11,7.0,15.0,FR,France +351,201938,3,4897,2891.0,6903.0,7,4.0,10.0,FR,France +352,201937,3,3172,1367.0,4977.0,5,2.0,8.0,FR,France +353,201936,3,2295,728.0,3862.0,3,1.0,5.0,FR,France +354,201935,3,1010,2.0,2018.0,2,0.0,4.0,FR,France +355,201934,3,1672,279.0,3065.0,3,1.0,5.0,FR,France +356,201933,3,1593,68.0,3118.0,2,0.0,4.0,FR,France +357,201932,3,1592,71.0,3113.0,2,0.0,4.0,FR,France +358,201931,3,2337,695.0,3979.0,4,2.0,6.0,FR,France +359,201930,3,1944,415.0,3473.0,3,1.0,5.0,FR,France +360,201929,3,2096,420.0,3772.0,3,0.0,6.0,FR,France +361,201928,3,1195,125.0,2265.0,2,0.0,4.0,FR,France +362,201927,3,2466,848.0,4084.0,4,2.0,6.0,FR,France +363,201926,3,1798,402.0,3194.0,3,1.0,5.0,FR,France +364,201925,3,1544,389.0,2699.0,2,0.0,4.0,FR,France +365,201924,3,876,17.0,1735.0,1,0.0,2.0,FR,France +366,201923,3,2004,748.0,3260.0,3,1.0,5.0,FR,France +367,201922,3,2181,602.0,3760.0,3,1.0,5.0,FR,France +368,201921,3,2585,1102.0,4068.0,4,2.0,6.0,FR,France +369,201920,3,2891,1202.0,4580.0,4,1.0,7.0,FR,France +370,201919,3,3221,1509.0,4933.0,5,2.0,8.0,FR,France +371,201918,3,1385,278.0,2492.0,2,0.0,4.0,FR,France +372,201917,3,3166,1348.0,4984.0,5,2.0,8.0,FR,France +373,201916,3,3842,1973.0,5711.0,6,3.0,9.0,FR,France +374,201915,3,5932,3669.0,8195.0,9,6.0,12.0,FR,France +375,201914,3,12675,9167.0,16183.0,19,14.0,24.0,FR,France +376,201913,3,16513,12530.0,20496.0,25,19.0,31.0,FR,France +377,201912,3,22184,17786.0,26582.0,34,27.0,41.0,FR,France +378,201911,3,31553,26556.0,36550.0,48,40.0,56.0,FR,France +379,201910,3,49742,43268.0,56216.0,76,66.0,86.0,FR,France +380,201909,3,88354,79564.0,97144.0,134,121.0,147.0,FR,France +381,201908,3,172604,160024.0,185184.0,262,243.0,281.0,FR,France +382,201907,3,307338,291220.0,323456.0,467,443.0,491.0,FR,France +383,201906,3,394286,376782.0,411790.0,599,572.0,626.0,FR,France +384,201905,3,355785,339295.0,372275.0,540,515.0,565.0,FR,France +385,201904,3,241090,227261.0,254919.0,366,345.0,387.0,FR,France +386,201903,3,147063,135890.0,158236.0,223,206.0,240.0,FR,France +387,201902,3,75548,67632.0,83464.0,115,103.0,127.0,FR,France +388,201901,3,50295,43525.0,57065.0,76,66.0,86.0,FR,France +389,201852,3,37903,31375.0,44431.0,58,48.0,68.0,FR,France +390,201851,3,39259,32977.0,45541.0,60,50.0,70.0,FR,France +391,201850,3,27781,22638.0,32924.0,42,34.0,50.0,FR,France +392,201849,3,19738,15481.0,23995.0,30,24.0,36.0,FR,France +393,201848,3,19501,15275.0,23727.0,30,24.0,36.0,FR,France +394,201847,3,15949,12105.0,19793.0,24,18.0,30.0,FR,France +395,201846,3,11278,7957.0,14599.0,17,12.0,22.0,FR,France +396,201845,3,11065,7791.0,14339.0,17,12.0,22.0,FR,France +397,201844,3,6586,3875.0,9297.0,10,6.0,14.0,FR,France +398,201843,3,6550,3988.0,9112.0,10,6.0,14.0,FR,France +399,201842,3,7787,5129.0,10445.0,12,8.0,16.0,FR,France +400,201841,3,8048,5098.0,10998.0,12,8.0,16.0,FR,France +401,201840,3,7409,4717.0,10101.0,11,7.0,15.0,FR,France +402,201839,3,7174,4235.0,10113.0,11,7.0,15.0,FR,France +403,201838,3,7349,4399.0,10299.0,11,7.0,15.0,FR,France +404,201837,3,4915,2386.0,7444.0,7,3.0,11.0,FR,France +405,201836,3,3215,1349.0,5081.0,5,2.0,8.0,FR,France +406,201835,3,1506,239.0,2773.0,2,0.0,4.0,FR,France +407,201834,3,1368,116.0,2620.0,2,0.0,4.0,FR,France +408,201833,3,1962,5.0,3919.0,3,0.0,6.0,FR,France +409,201832,3,1839,183.0,3495.0,3,0.0,6.0,FR,France +410,201831,3,2048,242.0,3854.0,3,0.0,6.0,FR,France +411,201830,3,1951,202.0,3700.0,3,0.0,6.0,FR,France +412,201829,3,1951,252.0,3650.0,3,0.0,6.0,FR,France +413,201828,3,1654,52.0,3256.0,3,1.0,5.0,FR,France +414,201827,3,3266,1145.0,5387.0,5,2.0,8.0,FR,France +415,201826,3,3758,1493.0,6023.0,6,3.0,9.0,FR,France +416,201825,3,4580,2220.0,6940.0,7,3.0,11.0,FR,France +417,201824,3,3223,1351.0,5095.0,5,2.0,8.0,FR,France +418,201823,3,1207,136.0,2278.0,2,0.0,4.0,FR,France +419,201822,3,3202,1330.0,5074.0,5,2.0,8.0,FR,France +420,201821,3,2537,763.0,4311.0,4,1.0,7.0,FR,France +421,201820,3,2694,967.0,4421.0,4,1.0,7.0,FR,France +422,201819,3,1025,0.0,2098.0,2,0.0,4.0,FR,France +423,201818,3,3541,1416.0,5666.0,5,2.0,8.0,FR,France +424,201817,3,2573,1003.0,4143.0,4,2.0,6.0,FR,France +425,201816,3,4818,2724.0,6912.0,7,4.0,10.0,FR,France +426,201815,3,16311,12168.0,20454.0,25,19.0,31.0,FR,France +427,201814,3,22666,18092.0,27240.0,35,28.0,42.0,FR,France +428,201813,3,32680,25536.0,39824.0,50,39.0,61.0,FR,France +429,201812,3,52040,44590.0,59490.0,79,68.0,90.0,FR,France +430,201811,3,65159,56506.0,73812.0,99,86.0,112.0,FR,France +431,201810,3,93512,83989.0,103035.0,142,128.0,156.0,FR,France +432,201809,3,108545,98645.0,118445.0,165,150.0,180.0,FR,France +433,201808,3,131870,120950.0,142790.0,201,184.0,218.0,FR,France +434,201807,3,141138,130177.0,152099.0,215,198.0,232.0,FR,France +435,201806,3,138810,128164.0,149456.0,211,195.0,227.0,FR,France +436,201805,3,157839,146646.0,169032.0,240,223.0,257.0,FR,France +437,201804,3,175483,163835.0,187131.0,267,249.0,285.0,FR,France +438,201803,3,178329,166640.0,190018.0,271,253.0,289.0,FR,France +439,201802,3,198079,185663.0,210495.0,302,283.0,321.0,FR,France +440,201801,3,235493,220941.0,250045.0,358,336.0,380.0,FR,France +441,201752,3,299114,279359.0,318869.0,459,429.0,489.0,FR,France +442,201751,3,229448,214366.0,244530.0,352,329.0,375.0,FR,France +443,201750,3,129535,118787.0,140283.0,199,183.0,215.0,FR,France +444,201749,3,63789,56120.0,71458.0,98,86.0,110.0,FR,France +445,201748,3,37568,31541.0,43595.0,58,49.0,67.0,FR,France +446,201747,3,24972,19923.0,30021.0,38,30.0,46.0,FR,France +447,201746,3,13398,9948.0,16848.0,21,16.0,26.0,FR,France +448,201745,3,14035,8091.0,19979.0,22,13.0,31.0,FR,France +449,201744,3,8544,5318.0,11770.0,13,8.0,18.0,FR,France +450,201743,3,7300,4402.0,10198.0,11,7.0,15.0,FR,France +451,201742,3,9966,6503.0,13429.0,15,10.0,20.0,FR,France +452,201741,3,12434,8718.0,16150.0,19,13.0,25.0,FR,France +453,201740,3,12725,8690.0,16760.0,20,14.0,26.0,FR,France +454,201739,3,14949,10534.0,19364.0,23,16.0,30.0,FR,France +455,201738,3,11463,7438.0,15488.0,18,12.0,24.0,FR,France +456,201737,3,9716,6364.0,13068.0,15,10.0,20.0,FR,France +457,201736,3,2815,917.0,4713.0,4,1.0,7.0,FR,France +458,201735,3,2794,850.0,4738.0,4,1.0,7.0,FR,France +459,201734,3,2497,879.0,4115.0,4,2.0,6.0,FR,France +460,201733,3,2406,766.0,4046.0,4,1.0,7.0,FR,France +461,201732,3,2667,879.0,4455.0,4,1.0,7.0,FR,France +462,201731,3,3256,1158.0,5354.0,5,2.0,8.0,FR,France +463,201730,3,3759,1299.0,6219.0,6,2.0,10.0,FR,France +464,201729,3,5014,1989.0,8039.0,8,3.0,13.0,FR,France +465,201728,3,5271,2576.0,7966.0,8,4.0,12.0,FR,France +466,201727,3,3924,1432.0,6416.0,6,2.0,10.0,FR,France +467,201726,3,3171,1166.0,5176.0,5,2.0,8.0,FR,France +468,201725,3,837,0.0,1721.0,1,0.0,2.0,FR,France +469,201724,3,1566,248.0,2884.0,2,0.0,4.0,FR,France +470,201723,3,1664,203.0,3125.0,3,1.0,5.0,FR,France +471,201722,3,1305,92.0,2518.0,2,0.0,4.0,FR,France +472,201721,3,971,0.0,2046.0,1,0.0,3.0,FR,France +473,201720,3,2686,793.0,4579.0,4,1.0,7.0,FR,France +474,201719,3,3461,1490.0,5432.0,5,2.0,8.0,FR,France +475,201718,3,2102,515.0,3689.0,3,1.0,5.0,FR,France +476,201717,3,2071,428.0,3714.0,3,0.0,6.0,FR,France +477,201716,3,1380,222.0,2538.0,2,0.0,4.0,FR,France +478,201715,3,479,0.0,1242.0,1,0.0,2.0,FR,France +479,201714,3,1110,0.0,2549.0,2,0.0,4.0,FR,France +480,201713,3,7594,3808.0,11380.0,12,6.0,18.0,FR,France +481,201712,3,8780,4834.0,12726.0,13,7.0,19.0,FR,France +482,201711,3,7814,4329.0,11299.0,12,7.0,17.0,FR,France +483,201710,3,11802,7964.0,15640.0,18,12.0,24.0,FR,France +484,201709,3,13111,9099.0,17123.0,20,14.0,26.0,FR,France +485,201708,3,29545,23136.0,35954.0,45,35.0,55.0,FR,France +486,201707,3,59590,49764.0,69416.0,91,76.0,106.0,FR,France +487,201706,3,93628,82560.0,104696.0,144,127.0,161.0,FR,France +488,201705,3,193677,179255.0,208099.0,297,275.0,319.0,FR,France +489,201704,3,256428,240618.0,272238.0,394,370.0,418.0,FR,France +490,201703,3,267276,251345.0,283207.0,410,386.0,434.0,FR,France +491,201702,3,260588,245070.0,276106.0,400,376.0,424.0,FR,France +492,201701,3,255535,239743.0,271327.0,392,368.0,416.0,FR,France +493,201652,3,224489,207799.0,241179.0,345,319.0,371.0,FR,France +494,201651,3,187704,172655.0,202753.0,288,265.0,311.0,FR,France +495,201650,3,126570,115081.0,138059.0,194,176.0,212.0,FR,France +496,201649,3,76390,67374.0,85406.0,117,103.0,131.0,FR,France +497,201648,3,40502,33949.0,47055.0,62,52.0,72.0,FR,France +498,201647,3,22270,17612.0,26928.0,34,27.0,41.0,FR,France +499,201646,3,20816,16125.0,25507.0,32,25.0,39.0,FR,France +500,201645,3,15957,11448.0,20466.0,24,17.0,31.0,FR,France +501,201644,3,15145,10357.0,19933.0,23,16.0,30.0,FR,France +502,201643,3,9378,5830.0,12926.0,14,9.0,19.0,FR,France +503,201642,3,12920,9044.0,16796.0,20,14.0,26.0,FR,France +504,201641,3,13909,9709.0,18109.0,21,15.0,27.0,FR,France +505,201640,3,13379,8969.0,17789.0,21,14.0,28.0,FR,France +506,201639,3,10598,6814.0,14382.0,16,10.0,22.0,FR,France +507,201638,3,5969,3073.0,8865.0,9,5.0,13.0,FR,France +508,201637,3,4065,1538.0,6592.0,6,2.0,10.0,FR,France +509,201636,3,2372,473.0,4271.0,4,1.0,7.0,FR,France +510,201635,3,3420,1350.0,5490.0,5,2.0,8.0,FR,France +511,201634,3,2233,0.0,4643.0,3,0.0,7.0,FR,France +512,201633,3,1567,0.0,3938.0,2,0.0,6.0,FR,France +513,201632,3,2100,93.0,4107.0,3,0.0,6.0,FR,France +514,201631,3,3691,0.0,9120.0,6,0.0,14.0,FR,France +515,201630,3,3209,644.0,5774.0,5,1.0,9.0,FR,France +516,201629,3,1469,0.0,3073.0,2,0.0,4.0,FR,France +517,201628,3,2725,357.0,5093.0,4,0.0,8.0,FR,France +518,201627,3,5905,2343.0,9467.0,9,4.0,14.0,FR,France +519,201626,3,4186,1636.0,6736.0,6,2.0,10.0,FR,France +520,201625,3,4611,1560.0,7662.0,7,2.0,12.0,FR,France +521,201624,3,4977,2404.0,7550.0,8,4.0,12.0,FR,France +522,201623,3,4893,2416.0,7370.0,8,4.0,12.0,FR,France +523,201622,3,5667,3015.0,8319.0,9,5.0,13.0,FR,France +524,201621,3,5603,2475.0,8731.0,9,4.0,14.0,FR,France +525,201620,3,3908,1679.0,6137.0,6,3.0,9.0,FR,France +526,201619,3,4738,2308.0,7168.0,7,3.0,11.0,FR,France +527,201618,3,8204,4394.0,12014.0,13,7.0,19.0,FR,France +528,201617,3,13385,8822.0,17948.0,21,14.0,28.0,FR,France +529,201616,3,25670,19632.0,31708.0,39,30.0,48.0,FR,France +530,201615,3,48441,39824.0,57058.0,74,61.0,87.0,FR,France +531,201614,3,92603,81261.0,103945.0,142,125.0,159.0,FR,France +532,201613,3,170654,156387.0,184921.0,262,240.0,284.0,FR,France +533,201612,3,272174,254338.0,290010.0,418,391.0,445.0,FR,France +534,201611,3,304543,286453.0,322633.0,467,439.0,495.0,FR,France +535,201610,3,261822,245799.0,277845.0,402,377.0,427.0,FR,France +536,201609,3,229943,214533.0,245353.0,353,329.0,377.0,FR,France +537,201608,3,195067,180874.0,209260.0,299,277.0,321.0,FR,France +538,201607,3,207359,193223.0,221495.0,318,296.0,340.0,FR,France +539,201606,3,196143,182672.0,209614.0,301,280.0,322.0,FR,France +540,201605,3,178963,166296.0,191630.0,275,256.0,294.0,FR,France +541,201604,3,148473,136591.0,160355.0,228,210.0,246.0,FR,France +542,201603,3,75277,66630.0,83924.0,116,103.0,129.0,FR,France +543,201602,3,44617,37821.0,51413.0,68,58.0,78.0,FR,France +544,201601,3,42263,35556.0,48970.0,65,55.0,75.0,FR,France +545,201553,3,24835,19106.0,30564.0,38,29.0,47.0,FR,France +546,201552,3,19495,14319.0,24671.0,30,22.0,38.0,FR,France +547,201551,3,29080,23014.0,35146.0,45,36.0,54.0,FR,France +548,201550,3,25043,19812.0,30274.0,39,31.0,47.0,FR,France +549,201549,3,21479,16686.0,26272.0,33,26.0,40.0,FR,France +550,201548,3,16428,12273.0,20583.0,25,19.0,31.0,FR,France +551,201547,3,14959,10856.0,19062.0,23,17.0,29.0,FR,France +552,201546,3,12599,8237.0,16961.0,20,13.0,27.0,FR,France +553,201545,3,13577,9192.0,17962.0,21,14.0,28.0,FR,France +554,201544,3,14596,10025.0,19167.0,23,16.0,30.0,FR,France +555,201543,3,16749,11745.0,21753.0,26,18.0,34.0,FR,France +556,201542,3,18675,13613.0,23737.0,29,21.0,37.0,FR,France +557,201541,3,13585,9830.0,17340.0,21,15.0,27.0,FR,France +558,201540,3,13100,9349.0,16851.0,20,14.0,26.0,FR,France +559,201539,3,8595,5671.0,11519.0,13,8.0,18.0,FR,France +560,201538,3,8402,4929.0,11875.0,13,8.0,18.0,FR,France +561,201537,3,8817,4089.0,13545.0,14,7.0,21.0,FR,France +562,201536,3,1922,440.0,3404.0,3,1.0,5.0,FR,France +563,201535,3,229,0.0,644.0,0,0.0,1.0,FR,France +564,201534,3,760,0.0,1618.0,1,0.0,2.0,FR,France +565,201533,3,1537,208.0,2866.0,2,0.0,4.0,FR,France +566,201532,3,1594,66.0,3122.0,2,0.0,4.0,FR,France +567,201531,3,2845,475.0,5215.0,4,0.0,8.0,FR,France +568,201530,3,2447,353.0,4541.0,4,1.0,7.0,FR,France +569,201529,3,2389,332.0,4446.0,4,1.0,7.0,FR,France +570,201528,3,2089,105.0,4073.0,3,0.0,6.0,FR,France +571,201527,3,2257,393.0,4121.0,3,0.0,6.0,FR,France +572,201526,3,2536,774.0,4298.0,4,1.0,7.0,FR,France +573,201525,3,2607,680.0,4534.0,4,1.0,7.0,FR,France +574,201524,3,2849,1000.0,4698.0,4,1.0,7.0,FR,France +575,201523,3,2702,857.0,4547.0,4,1.0,7.0,FR,France +576,201522,3,4262,1989.0,6535.0,7,3.0,11.0,FR,France +577,201521,3,5547,2875.0,8219.0,9,5.0,13.0,FR,France +578,201520,3,4594,2040.0,7148.0,7,3.0,11.0,FR,France +579,201519,3,6307,3256.0,9358.0,10,5.0,15.0,FR,France +580,201518,3,3664,1544.0,5784.0,6,3.0,9.0,FR,France +581,201517,3,6382,3523.0,9241.0,10,6.0,14.0,FR,France +582,201516,3,12098,7913.0,16283.0,19,13.0,25.0,FR,France +583,201515,3,19458,14192.0,24724.0,30,22.0,38.0,FR,France +584,201514,3,30940,24617.0,37263.0,48,38.0,58.0,FR,France +585,201513,3,49563,41986.0,57140.0,77,65.0,89.0,FR,France +586,201512,3,70024,61079.0,78969.0,109,95.0,123.0,FR,France +587,201511,3,99295,88838.0,109752.0,154,138.0,170.0,FR,France +588,201510,3,143931,131682.0,156180.0,223,204.0,242.0,FR,France +589,201509,3,238947,222902.0,254992.0,370,345.0,395.0,FR,France +590,201508,3,409972,388670.0,431274.0,635,602.0,668.0,FR,France +591,201507,3,517750,494301.0,541199.0,802,766.0,838.0,FR,France +592,201506,3,533317,510627.0,556007.0,827,792.0,862.0,FR,France +593,201505,3,457911,436964.0,478858.0,710,678.0,742.0,FR,France +594,201504,3,292161,275491.0,308831.0,453,427.0,479.0,FR,France +595,201503,3,153931,141290.0,166572.0,239,219.0,259.0,FR,France +596,201502,3,104096,93358.0,114834.0,161,144.0,178.0,FR,France +597,201501,3,70962,60505.0,81419.0,110,94.0,126.0,FR,France +598,201452,3,63168,52705.0,73631.0,98,82.0,114.0,FR,France +599,201451,3,45346,38002.0,52690.0,71,60.0,82.0,FR,France +600,201450,3,42182,35049.0,49315.0,66,55.0,77.0,FR,France +601,201449,3,33537,27281.0,39793.0,52,42.0,62.0,FR,France +602,201448,3,28156,21896.0,34416.0,44,34.0,54.0,FR,France +603,201447,3,18158,13186.0,23130.0,28,20.0,36.0,FR,France +604,201446,3,14764,10174.0,19354.0,23,16.0,30.0,FR,France +605,201445,3,16172,11449.0,20895.0,25,18.0,32.0,FR,France +606,201444,3,15500,10464.0,20536.0,24,16.0,32.0,FR,France +607,201443,3,16011,10653.0,21369.0,25,17.0,33.0,FR,France +608,201442,3,21651,15828.0,27474.0,34,25.0,43.0,FR,France +609,201441,3,22486,16295.0,28677.0,35,25.0,45.0,FR,France +610,201440,3,16526,11583.0,21469.0,26,18.0,34.0,FR,France +611,201439,3,8583,5054.0,12112.0,13,8.0,18.0,FR,France +612,201438,3,10567,6496.0,14638.0,16,10.0,22.0,FR,France +613,201437,3,7714,3780.0,11648.0,12,6.0,18.0,FR,France +614,201436,3,5018,1949.0,8087.0,8,3.0,13.0,FR,France +615,201435,3,2268,355.0,4181.0,4,1.0,7.0,FR,France +616,201434,3,2367,250.0,4484.0,4,1.0,7.0,FR,France +617,201433,3,2358,0.0,4875.0,4,0.0,8.0,FR,France +618,201432,3,3229,447.0,6011.0,5,1.0,9.0,FR,France +619,201431,3,4143,349.0,7937.0,6,0.0,12.0,FR,France +620,201430,3,4631,902.0,8360.0,7,1.0,13.0,FR,France +621,201429,3,5122,1258.0,8986.0,8,2.0,14.0,FR,France +622,201428,3,4145,1200.0,7090.0,6,1.0,11.0,FR,France +623,201427,3,4823,1997.0,7649.0,8,4.0,12.0,FR,France +624,201426,3,3858,1235.0,6481.0,6,2.0,10.0,FR,France +625,201425,3,4564,1276.0,7852.0,7,2.0,12.0,FR,France +626,201424,3,2007,249.0,3765.0,3,0.0,6.0,FR,France +627,201423,3,5164,1853.0,8475.0,8,3.0,13.0,FR,France +628,201422,3,6907,1856.0,11958.0,11,3.0,19.0,FR,France +629,201421,3,4523,1039.0,8007.0,7,2.0,12.0,FR,France +630,201420,3,5881,2432.0,9330.0,9,4.0,14.0,FR,France +631,201419,3,3588,1277.0,5899.0,6,2.0,10.0,FR,France +632,201418,3,4708,1654.0,7762.0,7,2.0,12.0,FR,France +633,201417,3,2989,625.0,5353.0,5,1.0,9.0,FR,France +634,201416,3,7057,3381.0,10733.0,11,5.0,17.0,FR,France +635,201415,3,10800,6762.0,14838.0,17,11.0,23.0,FR,France +636,201414,3,19217,13490.0,24944.0,30,21.0,39.0,FR,France +637,201413,3,21577,15435.0,27719.0,34,24.0,44.0,FR,France +638,201412,3,23524,17260.0,29788.0,37,27.0,47.0,FR,France +639,201411,3,44513,35939.0,53087.0,69,56.0,82.0,FR,France +640,201410,3,86105,73497.0,98713.0,134,114.0,154.0,FR,France +641,201409,3,147035,131889.0,162181.0,229,205.0,253.0,FR,France +642,201408,3,188419,171950.0,204888.0,293,267.0,319.0,FR,France +643,201407,3,208726,191283.0,226169.0,325,298.0,352.0,FR,France +644,201406,3,160403,145280.0,175526.0,250,226.0,274.0,FR,France +645,201405,3,120261,107176.0,133346.0,187,167.0,207.0,FR,France +646,201404,3,85280,74414.0,96146.0,133,116.0,150.0,FR,France +647,201403,3,64159,54089.0,74229.0,100,84.0,116.0,FR,France +648,201402,3,46850,38202.0,55498.0,73,60.0,86.0,FR,France +649,201401,3,35624,27451.0,43797.0,55,42.0,68.0,FR,France +650,201352,3,30142,22721.0,37563.0,47,35.0,59.0,FR,France +651,201351,3,29787,23215.0,36359.0,47,37.0,57.0,FR,France +652,201350,3,24055,18214.0,29896.0,38,29.0,47.0,FR,France +653,201349,3,18071,13058.0,23084.0,28,20.0,36.0,FR,France +654,201348,3,17606,12195.0,23017.0,28,20.0,36.0,FR,France +655,201347,3,22636,16343.0,28929.0,35,25.0,45.0,FR,France +656,201346,3,13340,8367.0,18313.0,21,13.0,29.0,FR,France +657,201345,3,10596,6057.0,15135.0,17,10.0,24.0,FR,France +658,201344,3,10193,5622.0,14764.0,16,9.0,23.0,FR,France +659,201343,3,15780,9497.0,22063.0,25,15.0,35.0,FR,France +660,201342,3,14830,9545.0,20115.0,23,15.0,31.0,FR,France +661,201341,3,12391,7265.0,17517.0,19,11.0,27.0,FR,France +662,201340,3,9794,5140.0,14448.0,15,8.0,22.0,FR,France +663,201339,3,5371,1704.0,9038.0,8,2.0,14.0,FR,France +664,201338,3,9324,4198.0,14450.0,15,7.0,23.0,FR,France +665,201337,3,5027,1752.0,8302.0,8,3.0,13.0,FR,France +666,201336,3,4639,1425.0,7853.0,7,2.0,12.0,FR,France +667,201335,3,1291,0.0,3112.0,2,0.0,5.0,FR,France +668,201334,3,1889,0.0,4912.0,3,0.0,8.0,FR,France +669,201333,3,4740,348.0,9132.0,7,0.0,14.0,FR,France +670,201332,3,4709,549.0,8869.0,7,0.0,14.0,FR,France +671,201331,3,2270,0.0,5811.0,4,0.0,10.0,FR,France +672,201330,3,2169,0.0,4630.0,3,0.0,7.0,FR,France +673,201329,3,1696,0.0,3558.0,3,0.0,6.0,FR,France +674,201328,3,983,0.0,2168.0,2,0.0,4.0,FR,France +675,201327,3,4278,1327.0,7229.0,7,2.0,12.0,FR,France +676,201326,3,3488,839.0,6137.0,5,1.0,9.0,FR,France +677,201325,3,2735,0.0,5826.0,4,0.0,9.0,FR,France +678,201324,3,7245,2997.0,11493.0,11,4.0,18.0,FR,France +679,201323,3,16094,8918.0,23270.0,25,14.0,36.0,FR,France +680,201322,3,7245,2923.0,11567.0,11,4.0,18.0,FR,France +681,201321,3,5974,2401.0,9547.0,9,3.0,15.0,FR,France +682,201320,3,3831,1245.0,6417.0,6,2.0,10.0,FR,France +683,201319,3,1166,0.0,2680.0,2,0.0,4.0,FR,France +684,201318,3,3415,757.0,6073.0,5,1.0,9.0,FR,France +685,201317,3,7941,2950.0,12932.0,12,4.0,20.0,FR,France +686,201316,3,9520,4758.0,14282.0,15,8.0,22.0,FR,France +687,201315,3,19357,13311.0,25403.0,30,21.0,39.0,FR,France +688,201314,3,36855,27737.0,45973.0,58,44.0,72.0,FR,France +689,201313,3,43236,34048.0,52424.0,68,54.0,82.0,FR,France +690,201312,3,60822,50414.0,71230.0,95,79.0,111.0,FR,France +691,201311,3,84308,72456.0,96160.0,132,113.0,151.0,FR,France +692,201310,3,165558,148471.0,182645.0,259,232.0,286.0,FR,France +693,201309,3,259984,239067.0,280901.0,407,374.0,440.0,FR,France +694,201308,3,351626,327537.0,375715.0,550,512.0,588.0,FR,France +695,201307,3,470076,443682.0,496470.0,736,695.0,777.0,FR,France +696,201306,3,471647,445112.0,498182.0,738,696.0,780.0,FR,France +697,201305,3,492026,464729.0,519323.0,770,727.0,813.0,FR,France +698,201304,3,391525,367182.0,415868.0,613,575.0,651.0,FR,France +699,201303,3,224661,207134.0,242188.0,352,325.0,379.0,FR,France +700,201302,3,184159,168343.0,199975.0,288,263.0,313.0,FR,France +701,201301,3,163491,147340.0,179642.0,256,231.0,281.0,FR,France +702,201252,3,159290,141978.0,176602.0,251,224.0,278.0,FR,France +703,201251,3,113901,99835.0,127967.0,179,157.0,201.0,FR,France +704,201250,3,79918,68086.0,91750.0,126,107.0,145.0,FR,France +705,201249,3,47537,38711.0,56363.0,75,61.0,89.0,FR,France +706,201248,3,43006,32863.0,53149.0,68,52.0,84.0,FR,France +707,201247,3,39223,29140.0,49306.0,62,46.0,78.0,FR,France +708,201246,3,26436,18286.0,34586.0,42,29.0,55.0,FR,France +709,201245,3,18893,12799.0,24987.0,30,20.0,40.0,FR,France +710,201244,3,13106,8784.0,17428.0,21,14.0,28.0,FR,France +711,201243,3,17791,11284.0,24298.0,28,18.0,38.0,FR,France +712,201242,3,13096,8369.0,17823.0,21,14.0,28.0,FR,France +713,201241,3,18675,12010.0,25340.0,29,19.0,39.0,FR,France +714,201240,3,17873,11545.0,24201.0,28,18.0,38.0,FR,France +715,201239,3,20257,14180.0,26334.0,32,22.0,42.0,FR,France +716,201238,3,14715,9178.0,20252.0,23,14.0,32.0,FR,France +717,201237,3,7775,3509.0,12041.0,12,5.0,19.0,FR,France +718,201236,3,6384,2420.0,10348.0,10,4.0,16.0,FR,France +719,201235,3,8277,2206.0,14348.0,13,3.0,23.0,FR,France +720,201234,3,3858,0.0,8641.0,6,0.0,14.0,FR,France +721,201233,3,6492,840.0,12144.0,10,1.0,19.0,FR,France +722,201232,3,6381,0.0,14034.0,10,0.0,22.0,FR,France +723,201231,3,2696,0.0,5763.0,4,0.0,9.0,FR,France +724,201230,3,1834,0.0,4194.0,3,0.0,7.0,FR,France +725,201229,3,6329,1424.0,11234.0,10,2.0,18.0,FR,France +726,201228,3,4628,1091.0,8165.0,7,1.0,13.0,FR,France +727,201227,3,4162,1487.0,6837.0,7,3.0,11.0,FR,France +728,201226,3,4819,1097.0,8541.0,8,2.0,14.0,FR,France +729,201225,3,2669,530.0,4808.0,4,1.0,7.0,FR,France +730,201224,3,5977,2335.0,9619.0,9,3.0,15.0,FR,France +731,201223,3,2361,576.0,4146.0,4,1.0,7.0,FR,France +732,201222,3,5772,2435.0,9109.0,9,4.0,14.0,FR,France +733,201221,3,3722,821.0,6623.0,6,1.0,11.0,FR,France +734,201220,3,2731,897.0,4565.0,4,1.0,7.0,FR,France +735,201219,3,3267,1317.0,5217.0,5,2.0,8.0,FR,France +736,201218,3,2328,569.0,4087.0,4,1.0,7.0,FR,France +737,201217,3,6982,2701.0,11263.0,11,4.0,18.0,FR,France +738,201216,3,11455,6874.0,16036.0,18,11.0,25.0,FR,France +739,201215,3,20437,13435.0,27439.0,32,21.0,43.0,FR,France +740,201214,3,36740,27799.0,45681.0,58,44.0,72.0,FR,France +741,201213,3,62917,50171.0,75663.0,99,79.0,119.0,FR,France +742,201212,3,84738,71566.0,97910.0,133,112.0,154.0,FR,France +743,201211,3,128945,113778.0,144112.0,203,179.0,227.0,FR,France +744,201210,3,174704,157337.0,192071.0,275,248.0,302.0,FR,France +745,201209,3,225648,206810.0,244486.0,355,325.0,385.0,FR,France +746,201208,3,287293,264901.0,309685.0,452,417.0,487.0,FR,France +747,201207,3,263557,242711.0,284403.0,415,382.0,448.0,FR,France +748,201206,3,175123,158942.0,191304.0,276,251.0,301.0,FR,France +749,201205,3,106110,92524.0,119696.0,167,146.0,188.0,FR,France +750,201204,3,67778,56784.0,78772.0,107,90.0,124.0,FR,France +751,201203,3,49440,40981.0,57899.0,78,65.0,91.0,FR,France +752,201202,3,40507,32652.0,48362.0,64,52.0,76.0,FR,France +753,201201,3,45104,35640.0,54568.0,71,56.0,86.0,FR,France +754,201152,3,36532,28367.0,44697.0,58,45.0,71.0,FR,France +755,201151,3,25835,19002.0,32668.0,41,30.0,52.0,FR,France +756,201150,3,24155,18145.0,30165.0,38,28.0,48.0,FR,France +757,201149,3,27209,20376.0,34042.0,43,32.0,54.0,FR,France +758,201148,3,32358,24451.0,40265.0,51,38.0,64.0,FR,France +759,201147,3,17627,11780.0,23474.0,28,19.0,37.0,FR,France +760,201146,3,22368,15730.0,29006.0,35,24.0,46.0,FR,France +761,201145,3,18104,11995.0,24213.0,29,19.0,39.0,FR,France +762,201144,3,14050,8471.0,19629.0,22,13.0,31.0,FR,France +763,201143,3,21522,14251.0,28793.0,34,22.0,46.0,FR,France +764,201142,3,16932,11363.0,22501.0,27,18.0,36.0,FR,France +765,201141,3,7486,4024.0,10948.0,12,7.0,17.0,FR,France +766,201140,3,14053,8659.0,19447.0,22,13.0,31.0,FR,France +767,201139,3,17021,11062.0,22980.0,27,18.0,36.0,FR,France +768,201138,3,14007,8465.0,19549.0,22,13.0,31.0,FR,France +769,201137,3,8365,4174.0,12556.0,13,6.0,20.0,FR,France +770,201136,3,4606,1714.0,7498.0,7,2.0,12.0,FR,France +771,201135,3,4178,1634.0,6722.0,7,3.0,11.0,FR,France +772,201134,3,3312,683.0,5941.0,5,1.0,9.0,FR,France +773,201133,3,2421,0.0,5277.0,4,0.0,9.0,FR,France +774,201132,3,2590,119.0,5061.0,4,0.0,8.0,FR,France +775,201131,3,2409,320.0,4498.0,4,1.0,7.0,FR,France +776,201130,3,3972,1395.0,6549.0,6,2.0,10.0,FR,France +777,201129,3,2265,717.0,3813.0,4,2.0,6.0,FR,France +778,201128,3,1977,255.0,3699.0,3,0.0,6.0,FR,France +779,201127,3,3524,551.0,6497.0,6,1.0,11.0,FR,France +780,201126,3,1155,0.0,2685.0,2,0.0,4.0,FR,France +781,201125,3,3791,1006.0,6576.0,6,2.0,10.0,FR,France +782,201124,3,3507,1149.0,5865.0,6,2.0,10.0,FR,France +783,201123,3,3406,1170.0,5642.0,5,1.0,9.0,FR,France +784,201122,3,3122,1125.0,5119.0,5,2.0,8.0,FR,France +785,201121,3,2694,769.0,4619.0,4,1.0,7.0,FR,France +786,201120,3,3951,1443.0,6459.0,6,2.0,10.0,FR,France +787,201119,3,5416,1995.0,8837.0,9,4.0,14.0,FR,France +788,201118,3,5306,1815.0,8797.0,8,2.0,14.0,FR,France +789,201117,3,2659,310.0,5008.0,4,0.0,8.0,FR,France +790,201116,3,5061,1988.0,8134.0,8,3.0,13.0,FR,France +791,201115,3,6557,3038.0,10076.0,10,4.0,16.0,FR,France +792,201114,3,7352,3784.0,10920.0,12,6.0,18.0,FR,France +793,201113,3,8749,5213.0,12285.0,14,8.0,20.0,FR,France +794,201112,3,12491,7845.0,17137.0,20,13.0,27.0,FR,France +795,201111,3,14619,10009.0,19229.0,23,16.0,30.0,FR,France +796,201110,3,33628,26073.0,41183.0,53,41.0,65.0,FR,France +797,201109,3,54522,46057.0,62987.0,86,73.0,99.0,FR,France +798,201108,3,78392,67885.0,88899.0,124,107.0,141.0,FR,France +799,201107,3,149219,134798.0,163640.0,236,213.0,259.0,FR,France +800,201106,3,216579,200236.0,232922.0,343,317.0,369.0,FR,France +801,201105,3,278192,260235.0,296149.0,440,412.0,468.0,FR,France +802,201104,3,278218,259626.0,296810.0,440,411.0,469.0,FR,France +803,201103,3,275882,257313.0,294451.0,437,408.0,466.0,FR,France +804,201102,3,308949,288320.0,329578.0,489,456.0,522.0,FR,France +805,201101,3,309933,288190.0,331676.0,490,456.0,524.0,FR,France +806,201052,3,228105,208046.0,248164.0,363,331.0,395.0,FR,France +807,201051,3,158957,142576.0,175338.0,253,227.0,279.0,FR,France +808,201050,3,104874,91639.0,118109.0,167,146.0,188.0,FR,France +809,201049,3,54971,46418.0,63524.0,88,74.0,102.0,FR,France +810,201048,3,36982,29304.0,44660.0,59,47.0,71.0,FR,France +811,201047,3,26598,20123.0,33073.0,42,32.0,52.0,FR,France +812,201046,3,15465,10915.0,20015.0,25,18.0,32.0,FR,France +813,201045,3,9040,5772.0,12308.0,14,9.0,19.0,FR,France +814,201044,3,15833,10255.0,21411.0,25,16.0,34.0,FR,France +815,201043,3,16002,11001.0,21003.0,25,17.0,33.0,FR,France +816,201042,3,18709,13376.0,24042.0,30,22.0,38.0,FR,France +817,201041,3,17352,12182.0,22522.0,28,20.0,36.0,FR,France +818,201040,3,18331,12824.0,23838.0,29,20.0,38.0,FR,France +819,201039,3,11978,7913.0,16043.0,19,13.0,25.0,FR,France +820,201038,3,8936,4906.0,12966.0,14,8.0,20.0,FR,France +821,201037,3,5318,2551.0,8085.0,8,4.0,12.0,FR,France +822,201036,3,4954,2058.0,7850.0,8,3.0,13.0,FR,France +823,201035,3,4279,1604.0,6954.0,7,3.0,11.0,FR,France +824,201034,3,4926,566.0,9286.0,8,1.0,15.0,FR,France +825,201033,3,2950,0.0,6507.0,5,0.0,11.0,FR,France +826,201032,3,671,0.0,1522.0,1,0.0,2.0,FR,France +827,201031,3,2732,509.0,4955.0,4,0.0,8.0,FR,France +828,201030,3,3989,1068.0,6910.0,6,1.0,11.0,FR,France +829,201029,3,4123,1531.0,6715.0,7,3.0,11.0,FR,France +830,201028,3,1209,0.0,2640.0,2,0.0,4.0,FR,France +831,201027,3,2494,433.0,4555.0,4,1.0,7.0,FR,France +832,201026,3,5808,2454.0,9162.0,9,4.0,14.0,FR,France +833,201025,3,8019,4395.0,11643.0,13,7.0,19.0,FR,France +834,201024,3,3584,1657.0,5511.0,6,3.0,9.0,FR,France +835,201023,3,4016,1905.0,6127.0,6,3.0,9.0,FR,France +836,201022,3,6251,3664.0,8838.0,10,6.0,14.0,FR,France +837,201021,3,3860,1636.0,6084.0,6,2.0,10.0,FR,France +838,201020,3,2470,442.0,4498.0,4,1.0,7.0,FR,France +839,201019,3,2273,636.0,3910.0,4,1.0,7.0,FR,France +840,201018,3,4095,1639.0,6551.0,7,3.0,11.0,FR,France +841,201017,3,2216,817.0,3615.0,4,2.0,6.0,FR,France +842,201016,3,3471,1085.0,5857.0,6,2.0,10.0,FR,France +843,201015,3,3990,1376.0,6604.0,6,2.0,10.0,FR,France +844,201014,3,6188,3191.0,9185.0,10,5.0,15.0,FR,France +845,201013,3,6705,3665.0,9745.0,11,6.0,16.0,FR,France +846,201012,3,6727,3582.0,9872.0,11,6.0,16.0,FR,France +847,201011,3,8692,5002.0,12382.0,14,8.0,20.0,FR,France +848,201010,3,8844,5465.0,12223.0,14,9.0,19.0,FR,France +849,201009,3,12081,7334.0,16828.0,19,11.0,27.0,FR,France +850,201008,3,15433,10422.0,20444.0,25,17.0,33.0,FR,France +851,201007,3,19690,11728.0,27652.0,31,18.0,44.0,FR,France +852,201006,3,27858,18883.0,36833.0,44,30.0,58.0,FR,France +853,201005,3,22197,17019.0,27375.0,35,27.0,43.0,FR,France +854,201004,3,33817,26151.0,41483.0,54,42.0,66.0,FR,France +855,201003,3,36236,27936.0,44536.0,58,45.0,71.0,FR,France +856,201002,3,40691,32891.0,48491.0,65,53.0,77.0,FR,France +857,201001,3,66574,56164.0,76984.0,106,89.0,123.0,FR,France +858,200953,3,96141,81818.0,110464.0,153,130.0,176.0,FR,France +859,200952,3,172872,153238.0,192506.0,275,244.0,306.0,FR,France +860,200951,3,247809,229140.0,266478.0,395,365.0,425.0,FR,France +861,200950,3,379424,355974.0,402874.0,604,567.0,641.0,FR,France +862,200949,3,473718,447756.0,499680.0,754,713.0,795.0,FR,France +863,200948,3,467551,441506.0,493596.0,744,703.0,785.0,FR,France +864,200947,3,378924,355752.0,402096.0,603,566.0,640.0,FR,France +865,200946,3,223847,203918.0,243776.0,356,324.0,388.0,FR,France +866,200945,3,147046,131155.0,162937.0,234,209.0,259.0,FR,France +867,200944,3,170231,151298.0,189164.0,271,241.0,301.0,FR,France +868,200943,3,131408,114883.0,147933.0,209,183.0,235.0,FR,France +869,200942,3,99387,84491.0,114283.0,158,134.0,182.0,FR,France +870,200941,3,100802,86381.0,115223.0,160,137.0,183.0,FR,France +871,200940,3,111587,97628.0,125546.0,178,156.0,200.0,FR,France +872,200939,3,121267,106153.0,136381.0,193,169.0,217.0,FR,France +873,200938,3,137924,121242.0,154606.0,220,193.0,247.0,FR,France +874,200937,3,101332,87522.0,115142.0,161,139.0,183.0,FR,France +875,200936,3,46024,36435.0,55613.0,73,58.0,88.0,FR,France +876,200935,3,31660,23669.0,39651.0,50,37.0,63.0,FR,France +877,200934,3,24985,17699.0,32271.0,40,28.0,52.0,FR,France +878,200933,3,24435,16308.0,32562.0,39,26.0,52.0,FR,France +879,200932,3,23151,14624.0,31678.0,37,23.0,51.0,FR,France +880,200931,3,30255,9818.0,50692.0,48,15.0,81.0,FR,France +881,200930,3,13868,7861.0,19875.0,22,12.0,32.0,FR,France +882,200929,3,10704,5314.0,16094.0,17,8.0,26.0,FR,France +883,200928,3,15516,273.0,30759.0,25,1.0,49.0,FR,France +884,200927,3,10354,2760.0,17948.0,16,4.0,28.0,FR,France +885,200926,3,9932,5257.0,14607.0,16,9.0,23.0,FR,France +886,200925,3,7619,4026.0,11212.0,12,6.0,18.0,FR,France +887,200924,3,7794,3409.0,12179.0,12,5.0,19.0,FR,France +888,200923,3,4342,1975.0,6709.0,7,3.0,11.0,FR,France +889,200922,3,6390,3020.0,9760.0,10,5.0,15.0,FR,France +890,200921,3,7118,3704.0,10532.0,11,6.0,16.0,FR,France +891,200920,3,9482,5804.0,13160.0,15,9.0,21.0,FR,France +892,200919,3,7538,4299.0,10777.0,12,7.0,17.0,FR,France +893,200918,3,9627,5121.0,14133.0,15,8.0,22.0,FR,France +894,200917,3,9537,5267.0,13807.0,15,8.0,22.0,FR,France +895,200916,3,14666,9218.0,20114.0,23,14.0,32.0,FR,France +896,200915,3,17533,12137.0,22929.0,28,19.0,37.0,FR,France +897,200914,3,26324,19150.0,33498.0,42,31.0,53.0,FR,France +898,200913,3,27737,20781.0,34693.0,44,33.0,55.0,FR,France +899,200912,3,38811,29935.0,47687.0,62,48.0,76.0,FR,France +900,200911,3,40410,30705.0,50115.0,64,49.0,79.0,FR,France +901,200910,3,53395,41943.0,64847.0,85,67.0,103.0,FR,France +902,200909,3,70558,57400.0,83716.0,112,91.0,133.0,FR,France +903,200908,3,109100,94840.0,123360.0,174,151.0,197.0,FR,France +904,200907,3,141531,125101.0,157961.0,225,199.0,251.0,FR,France +905,200906,3,276274,252759.0,299789.0,440,403.0,477.0,FR,France +906,200905,3,401868,375032.0,428704.0,640,597.0,683.0,FR,France +907,200904,3,545313,512892.0,577734.0,868,816.0,920.0,FR,France +908,200903,3,520957,487271.0,554643.0,829,775.0,883.0,FR,France +909,200902,3,287145,262869.0,311421.0,457,418.0,496.0,FR,France +910,200901,3,200349,180878.0,219820.0,319,288.0,350.0,FR,France +911,200852,3,198418,115769.0,281067.0,323,188.0,458.0,FR,France +912,200851,3,112588,96656.0,128520.0,184,158.0,210.0,FR,France +913,200850,3,51746,43319.0,60173.0,84,70.0,98.0,FR,France +914,200849,3,34950,27527.0,42373.0,57,45.0,69.0,FR,France +915,200848,3,25604,18563.0,32645.0,42,31.0,53.0,FR,France +916,200847,3,18706,10838.0,26574.0,30,17.0,43.0,FR,France +917,200846,3,10899,5461.0,16337.0,18,9.0,27.0,FR,France +918,200845,3,12472,7082.0,17862.0,20,11.0,29.0,FR,France +919,200844,3,9772,5661.0,13883.0,16,9.0,23.0,FR,France +920,200843,3,9345,5541.0,13149.0,15,9.0,21.0,FR,France +921,200842,3,9087,5572.0,12602.0,15,9.0,21.0,FR,France +922,200841,3,9925,5637.0,14213.0,16,9.0,23.0,FR,France +923,200840,3,7869,4535.0,11203.0,13,8.0,18.0,FR,France +924,200839,3,2195,506.0,3884.0,4,1.0,7.0,FR,France +925,200838,3,3679,1481.0,5877.0,6,2.0,10.0,FR,France +926,200837,3,2429,561.0,4297.0,4,1.0,7.0,FR,France +927,200836,3,2512,492.0,4532.0,4,1.0,7.0,FR,France +928,200835,3,1901,0.0,4869.0,3,0.0,8.0,FR,France +929,200834,3,2552,0.0,6509.0,4,0.0,10.0,FR,France +930,200833,3,7229,0.0,16106.0,12,0.0,26.0,FR,France +931,200832,3,4378,107.0,8649.0,7,0.0,14.0,FR,France +932,200831,3,3972,621.0,7323.0,6,1.0,11.0,FR,France +933,200830,3,3821,643.0,6999.0,6,1.0,11.0,FR,France +934,200829,3,2055,0.0,4225.0,3,0.0,7.0,FR,France +935,200828,3,3257,208.0,6306.0,5,0.0,10.0,FR,France +936,200827,3,2862,474.0,5250.0,5,1.0,9.0,FR,France +937,200826,3,897,0.0,2062.0,1,0.0,3.0,FR,France +938,200825,3,2006,360.0,3652.0,3,0.0,6.0,FR,France +939,200824,3,3217,823.0,5611.0,5,1.0,9.0,FR,France +940,200823,3,2906,1006.0,4806.0,5,2.0,8.0,FR,France +941,200822,3,1792,451.0,3133.0,3,1.0,5.0,FR,France +942,200821,3,3642,925.0,6359.0,6,2.0,10.0,FR,France +943,200820,3,6452,2790.0,10114.0,11,5.0,17.0,FR,France +944,200819,3,5173,1485.0,8861.0,8,2.0,14.0,FR,France +945,200818,3,5315,1770.0,8860.0,9,3.0,15.0,FR,France +946,200817,3,10150,5835.0,14465.0,17,10.0,24.0,FR,France +947,200816,3,11876,7054.0,16698.0,19,11.0,27.0,FR,France +948,200815,3,22871,16253.0,29489.0,37,26.0,48.0,FR,France +949,200814,3,45610,27907.0,63313.0,74,45.0,103.0,FR,France +950,200813,3,38600,29300.0,47900.0,63,48.0,78.0,FR,France +951,200812,3,53169,43299.0,63039.0,87,71.0,103.0,FR,France +952,200811,3,62014,50430.0,73598.0,101,82.0,120.0,FR,France +953,200810,3,90342,75729.0,104955.0,147,123.0,171.0,FR,France +954,200809,3,119696,104205.0,135187.0,195,170.0,220.0,FR,France +955,200808,3,198688,180749.0,216627.0,324,295.0,353.0,FR,France +956,200807,3,286498,264535.0,308461.0,467,431.0,503.0,FR,France +957,200806,3,377097,350714.0,403480.0,615,572.0,658.0,FR,France +958,200805,3,344050,320436.0,367664.0,561,523.0,599.0,FR,France +959,200804,3,290196,268193.0,312199.0,473,437.0,509.0,FR,France +960,200803,3,260268,233385.0,287151.0,424,380.0,468.0,FR,France +961,200802,3,160872,145311.0,176433.0,262,237.0,287.0,FR,France +962,200801,3,102562,88547.0,116577.0,167,144.0,190.0,FR,France +963,200752,3,86742,72295.0,101189.0,141,117.0,165.0,FR,France +964,200751,3,61954,51764.0,72144.0,101,84.0,118.0,FR,France +965,200750,3,45366,36923.0,53809.0,74,60.0,88.0,FR,France +966,200749,3,38351,26177.0,50525.0,63,43.0,83.0,FR,France +967,200748,3,48174,35418.0,60930.0,79,58.0,100.0,FR,France +968,200747,3,30716,23351.0,38081.0,50,38.0,62.0,FR,France +969,200746,3,18204,12267.0,24141.0,30,20.0,40.0,FR,France +970,200745,3,15521,10195.0,20847.0,25,16.0,34.0,FR,France +971,200744,3,13904,9072.0,18736.0,23,15.0,31.0,FR,France +972,200743,3,16212,10778.0,21646.0,26,17.0,35.0,FR,France +973,200742,3,20197,13955.0,26439.0,33,23.0,43.0,FR,France +974,200741,3,12987,8464.0,17510.0,21,14.0,28.0,FR,France +975,200740,3,13517,2983.0,24051.0,22,5.0,39.0,FR,France +976,200739,3,15985,7519.0,24451.0,26,12.0,40.0,FR,France +977,200738,3,4769,837.0,8701.0,8,2.0,14.0,FR,France +978,200737,3,1449,300.0,2598.0,2,0.0,4.0,FR,France +979,200736,3,1100,0.0,2424.0,2,0.0,4.0,FR,France +980,200735,3,1177,0.0,2872.0,2,0.0,5.0,FR,France +981,200734,3,3353,654.0,6052.0,5,1.0,9.0,FR,France +982,200733,3,4189,360.0,8018.0,7,1.0,13.0,FR,France +983,200732,3,132,0.0,688.0,0,0.0,1.0,FR,France +984,200731,3,1965,0.0,4461.0,3,0.0,7.0,FR,France +985,200730,3,2158,0.0,4583.0,4,0.0,8.0,FR,France +986,200729,3,3406,240.0,6572.0,6,1.0,11.0,FR,France +987,200728,3,1459,0.0,3467.0,2,0.0,5.0,FR,France +988,200727,3,1453,0.0,3382.0,2,0.0,5.0,FR,France +989,200726,3,157,0.0,513.0,0,0.0,1.0,FR,France +990,200725,3,3699,0.0,7778.0,6,0.0,13.0,FR,France +991,200724,3,2854,481.0,5227.0,5,1.0,9.0,FR,France +992,200723,3,5343,2164.0,8522.0,9,4.0,14.0,FR,France +993,200722,3,7689,4224.0,11154.0,13,7.0,19.0,FR,France +994,200721,3,4319,1659.0,6979.0,7,3.0,11.0,FR,France +995,200720,3,6400,2685.0,10115.0,10,4.0,16.0,FR,France +996,200719,3,3012,703.0,5321.0,5,1.0,9.0,FR,France +997,200718,3,2232,348.0,4116.0,4,1.0,7.0,FR,France +998,200717,3,4705,1736.0,7674.0,8,3.0,13.0,FR,France +999,200716,3,3817,1438.0,6196.0,6,2.0,10.0,FR,France +1000,200715,3,4757,717.0,8797.0,8,1.0,15.0,FR,France +1001,200714,3,11377,6957.0,15797.0,19,12.0,26.0,FR,France +1002,200713,3,21271,13093.0,29449.0,35,22.0,48.0,FR,France +1003,200712,3,25433,17717.0,33149.0,41,28.0,54.0,FR,France +1004,200711,3,30764,23356.0,38172.0,50,38.0,62.0,FR,France +1005,200710,3,49469,40368.0,58570.0,81,66.0,96.0,FR,France +1006,200709,3,138901,117018.0,160784.0,226,190.0,262.0,FR,France +1007,200708,3,316747,284988.0,348506.0,516,464.0,568.0,FR,France +1008,200707,3,417698,386505.0,448891.0,681,630.0,732.0,FR,France +1009,200706,3,500016,466668.0,533364.0,815,761.0,869.0,FR,France +1010,200705,3,375457,346822.0,404092.0,612,565.0,659.0,FR,France +1011,200704,3,209878,189332.0,230424.0,342,309.0,375.0,FR,France +1012,200703,3,126161,110596.0,141726.0,206,181.0,231.0,FR,France +1013,200702,3,82849,69493.0,96205.0,135,113.0,157.0,FR,France +1014,200701,3,70842,58613.0,83071.0,115,95.0,135.0,FR,France +1015,200652,3,78190,64191.0,92189.0,128,105.0,151.0,FR,France +1016,200651,3,62734,50210.0,75258.0,103,82.0,124.0,FR,France +1017,200650,3,35668,27280.0,44056.0,58,44.0,72.0,FR,France +1018,200649,3,18773,13164.0,24382.0,31,22.0,40.0,FR,France +1019,200648,3,16439,11225.0,21653.0,27,18.0,36.0,FR,France +1020,200647,3,16104,9343.0,22865.0,26,15.0,37.0,FR,France +1021,200646,3,14032,5590.0,22474.0,23,9.0,37.0,FR,France +1022,200645,3,12285,7745.0,16825.0,20,13.0,27.0,FR,France +1023,200644,3,8031,4172.0,11890.0,13,7.0,19.0,FR,France +1024,200643,3,21157,12483.0,29831.0,35,21.0,49.0,FR,France +1025,200642,3,16673,8249.0,25097.0,27,13.0,41.0,FR,France +1026,200641,3,13920,9081.0,18759.0,23,15.0,31.0,FR,France +1027,200640,3,11950,7132.0,16768.0,20,12.0,28.0,FR,France +1028,200639,3,8945,4333.0,13557.0,15,7.0,23.0,FR,France +1029,200638,3,2532,138.0,4926.0,4,0.0,8.0,FR,France +1030,200637,3,1786,233.0,3339.0,3,0.0,6.0,FR,France +1031,200636,3,1107,0.0,2346.0,2,0.0,4.0,FR,France +1032,200635,3,2170,0.0,4760.0,4,0.0,8.0,FR,France +1033,200634,3,1572,0.0,3756.0,3,0.0,7.0,FR,France +1034,200633,3,0,0.0,0.0,0,0.0,0.0,FR,France +1035,200632,3,0,0.0,0.0,0,0.0,0.0,FR,France +1036,200631,3,1773,0.0,3892.0,3,0.0,6.0,FR,France +1037,200630,3,665,0.0,1614.0,1,0.0,3.0,FR,France +1038,200629,3,1339,0.0,3260.0,2,0.0,5.0,FR,France +1039,200628,3,843,0.0,2245.0,1,0.0,3.0,FR,France +1040,200627,3,1351,0.0,3031.0,2,0.0,5.0,FR,France +1041,200626,3,4564,1506.0,7622.0,7,2.0,12.0,FR,France +1042,200625,3,6259,2072.0,10446.0,10,3.0,17.0,FR,France +1043,200624,3,4279,964.0,7594.0,7,2.0,12.0,FR,France +1044,200623,3,4532,1489.0,7575.0,7,2.0,12.0,FR,France +1045,200622,3,5807,2667.0,8947.0,10,5.0,15.0,FR,France +1046,200621,3,4661,1761.0,7561.0,8,3.0,13.0,FR,France +1047,200620,3,8859,4754.0,12964.0,15,8.0,22.0,FR,France +1048,200619,3,5083,2011.0,8155.0,8,3.0,13.0,FR,France +1049,200618,3,4454,1632.0,7276.0,7,2.0,12.0,FR,France +1050,200617,3,17762,11802.0,23722.0,29,19.0,39.0,FR,France +1051,200616,3,22096,15420.0,28772.0,36,25.0,47.0,FR,France +1052,200615,3,26969,19631.0,34307.0,44,32.0,56.0,FR,France +1053,200614,3,40321,31022.0,49620.0,66,51.0,81.0,FR,France +1054,200613,3,77053,63531.0,90575.0,126,104.0,148.0,FR,France +1055,200612,3,108004,93005.0,123003.0,177,152.0,202.0,FR,France +1056,200611,3,122437,106388.0,138486.0,201,175.0,227.0,FR,France +1057,200610,3,124749,109104.0,140394.0,204,178.0,230.0,FR,France +1058,200609,3,164150,146099.0,182201.0,269,239.0,299.0,FR,France +1059,200608,3,199088,178830.0,219346.0,326,293.0,359.0,FR,France +1060,200607,3,243908,221071.0,266745.0,400,363.0,437.0,FR,France +1061,200606,3,256758,235190.0,278326.0,421,386.0,456.0,FR,France +1062,200605,3,184928,166901.0,202955.0,303,273.0,333.0,FR,France +1063,200604,3,104620,90909.0,118331.0,171,149.0,193.0,FR,France +1064,200603,3,66255,55727.0,76783.0,109,92.0,126.0,FR,France +1065,200602,3,39211,31418.0,47004.0,64,51.0,77.0,FR,France +1066,200601,3,34603,26269.0,42937.0,57,43.0,71.0,FR,France +1067,200552,3,32132,24389.0,39875.0,53,40.0,66.0,FR,France +1068,200551,3,40344,28397.0,52291.0,67,47.0,87.0,FR,France +1069,200550,3,36880,28635.0,45125.0,61,47.0,75.0,FR,France +1070,200549,3,27589,20576.0,34602.0,46,34.0,58.0,FR,France +1071,200548,3,24860,17839.0,31881.0,41,29.0,53.0,FR,France +1072,200547,3,26884,19810.0,33958.0,44,32.0,56.0,FR,France +1073,200546,3,23967,17155.0,30779.0,40,29.0,51.0,FR,France +1074,200545,3,14609,8709.0,20509.0,24,14.0,34.0,FR,France +1075,200544,3,20481,13625.0,27337.0,34,23.0,45.0,FR,France +1076,200543,3,18045,11916.0,24174.0,30,20.0,40.0,FR,France +1077,200542,3,23653,15209.0,32097.0,39,25.0,53.0,FR,France +1078,200541,3,26466,18270.0,34662.0,44,30.0,58.0,FR,France +1079,200540,3,26647,18088.0,35206.0,44,30.0,58.0,FR,France +1080,200539,3,23994,15381.0,32607.0,40,26.0,54.0,FR,France +1081,200538,3,21881,13979.0,29783.0,36,23.0,49.0,FR,France +1082,200537,3,10347,5384.0,15310.0,17,9.0,25.0,FR,France +1083,200536,3,7082,2806.0,11358.0,12,5.0,19.0,FR,France +1084,200535,3,2448,0.0,4987.0,4,0.0,8.0,FR,France +1085,200534,3,5281,539.0,10023.0,9,1.0,17.0,FR,France +1086,200533,3,2815,0.0,6252.0,5,0.0,11.0,FR,France +1087,200532,3,1572,0.0,3690.0,3,0.0,6.0,FR,France +1088,200531,3,3767,0.0,10955.0,6,0.0,18.0,FR,France +1089,200530,3,2203,0.0,5072.0,4,0.0,9.0,FR,France +1090,200529,3,3965,739.0,7191.0,7,2.0,12.0,FR,France +1091,200528,3,1988,96.0,3880.0,3,0.0,6.0,FR,France +1092,200527,3,2305,0.0,4713.0,4,0.0,8.0,FR,France +1093,200526,3,4720,1385.0,8055.0,8,2.0,14.0,FR,France +1094,200525,3,2354,0.0,4747.0,4,0.0,8.0,FR,France +1095,200524,3,5892,2029.0,9755.0,10,4.0,16.0,FR,France +1096,200523,3,5246,1722.0,8770.0,9,3.0,15.0,FR,France +1097,200522,3,3935,1031.0,6839.0,6,1.0,11.0,FR,France +1098,200521,3,4284,474.0,8094.0,7,1.0,13.0,FR,France +1099,200520,3,7841,3611.0,12071.0,13,6.0,20.0,FR,France +1100,200519,3,7638,3346.0,11930.0,13,6.0,20.0,FR,France +1101,200518,3,2755,388.0,5122.0,5,1.0,9.0,FR,France +1102,200517,3,7166,3530.0,10802.0,12,6.0,18.0,FR,France +1103,200516,3,9741,5344.0,14138.0,16,9.0,23.0,FR,France +1104,200515,3,14881,9018.0,20744.0,25,15.0,35.0,FR,France +1105,200514,3,21988,14834.0,29142.0,36,24.0,48.0,FR,France +1106,200513,3,42971,33053.0,52889.0,71,55.0,87.0,FR,France +1107,200512,3,90040,75374.0,104706.0,149,125.0,173.0,FR,France +1108,200511,3,183032,161407.0,204657.0,302,266.0,338.0,FR,France +1109,200510,3,222526,199990.0,245062.0,367,330.0,404.0,FR,France +1110,200509,3,251784,229464.0,274104.0,416,379.0,453.0,FR,France +1111,200508,3,277423,254825.0,300021.0,458,421.0,495.0,FR,France +1112,200507,3,459444,430026.0,488862.0,759,710.0,808.0,FR,France +1113,200506,3,568610,536207.0,601013.0,939,885.0,993.0,FR,France +1114,200505,3,568285,534912.0,601658.0,938,883.0,993.0,FR,France +1115,200504,3,316856,292011.0,341701.0,523,482.0,564.0,FR,France +1116,200503,3,154208,137061.0,171355.0,255,227.0,283.0,FR,France +1117,200502,3,88853,75576.0,102130.0,147,125.0,169.0,FR,France +1118,200501,3,55801,45339.0,66263.0,92,75.0,109.0,FR,France +1119,200453,3,40695,31926.0,49464.0,68,53.0,83.0,FR,France +1120,200452,3,32687,24316.0,41058.0,54,40.0,68.0,FR,France +1121,200451,3,46209,36017.0,56401.0,77,60.0,94.0,FR,France +1122,200450,3,42358,31865.0,52851.0,70,53.0,87.0,FR,France +1123,200449,3,27092,17910.0,36274.0,45,30.0,60.0,FR,France +1124,200448,3,30522,21236.0,39808.0,51,36.0,66.0,FR,France +1125,200447,3,21148,13386.0,28910.0,35,22.0,48.0,FR,France +1126,200446,3,13934,8335.0,19533.0,23,14.0,32.0,FR,France +1127,200445,3,15658,9703.0,21613.0,26,16.0,36.0,FR,France +1128,200444,3,23166,14852.0,31480.0,38,24.0,52.0,FR,France +1129,200443,3,16780,10545.0,23015.0,28,18.0,38.0,FR,France +1130,200442,3,20480,13909.0,27051.0,34,23.0,45.0,FR,France +1131,200441,3,15852,9789.0,21915.0,26,16.0,36.0,FR,France +1132,200440,3,25639,17291.0,33987.0,43,29.0,57.0,FR,France +1133,200439,3,22680,13222.0,32138.0,38,22.0,54.0,FR,France +1134,200438,3,17483,9417.0,25549.0,29,16.0,42.0,FR,France +1135,200437,3,9103,4768.0,13438.0,15,8.0,22.0,FR,France +1136,200436,3,7753,3596.0,11910.0,13,6.0,20.0,FR,France +1137,200435,3,4408,775.0,8041.0,7,1.0,13.0,FR,France +1138,200434,3,4501,610.0,8392.0,7,1.0,13.0,FR,France +1139,200433,3,1697,0.0,4046.0,3,0.0,7.0,FR,France +1140,200432,3,3496,0.0,8181.0,6,0.0,14.0,FR,France +1141,200431,3,2949,20.0,5878.0,5,0.0,10.0,FR,France +1142,200430,3,3557,642.0,6472.0,6,1.0,11.0,FR,France +1143,200429,3,5164,1162.0,9166.0,9,2.0,16.0,FR,France +1144,200428,3,6358,2224.0,10492.0,11,4.0,18.0,FR,France +1145,200427,3,7486,3040.0,11932.0,12,5.0,19.0,FR,France +1146,200426,3,7113,0.0,14709.0,12,0.0,25.0,FR,France +1147,200425,3,3275,508.0,6042.0,5,0.0,10.0,FR,France +1148,200424,3,6737,2394.0,11080.0,11,4.0,18.0,FR,France +1149,200423,3,9792,807.0,18777.0,16,1.0,31.0,FR,France +1150,200422,3,8077,3482.0,12672.0,13,5.0,21.0,FR,France +1151,200421,3,8073,3588.0,12558.0,13,6.0,20.0,FR,France +1152,200420,3,7885,3454.0,12316.0,13,6.0,20.0,FR,France +1153,200419,3,7235,3101.0,11369.0,12,5.0,19.0,FR,France +1154,200418,3,5108,1830.0,8386.0,8,3.0,13.0,FR,France +1155,200417,3,3647,523.0,6771.0,6,1.0,11.0,FR,France +1156,200416,3,5265,1359.0,9171.0,9,3.0,15.0,FR,France +1157,200415,3,8272,3655.0,12889.0,14,6.0,22.0,FR,France +1158,200414,3,15657,8888.0,22426.0,26,15.0,37.0,FR,France +1159,200413,3,8316,4067.0,12565.0,14,7.0,21.0,FR,France +1160,200412,3,12482,6899.0,18065.0,21,12.0,30.0,FR,France +1161,200411,3,13964,7879.0,20049.0,23,13.0,33.0,FR,France +1162,200410,3,22531,14164.0,30898.0,37,23.0,51.0,FR,France +1163,200409,3,12618,7283.0,17953.0,21,12.0,30.0,FR,France +1164,200408,3,17738,11055.0,24421.0,29,18.0,40.0,FR,France +1165,200407,3,25484,17228.0,33740.0,42,28.0,56.0,FR,France +1166,200406,3,27452,19505.0,35399.0,46,33.0,59.0,FR,France +1167,200405,3,35110,25869.0,44351.0,58,43.0,73.0,FR,France +1168,200404,3,44571,35266.0,53876.0,74,59.0,89.0,FR,France +1169,200403,3,60482,50389.0,70575.0,100,83.0,117.0,FR,France +1170,200402,3,95234,81407.0,109061.0,158,135.0,181.0,FR,France +1171,200401,3,109116,84565.0,133667.0,181,140.0,222.0,FR,France +1172,200352,3,72239,5520.0,138958.0,121,10.0,232.0,FR,France +1173,200351,3,445464,389214.0,501714.0,744,650.0,838.0,FR,France +1174,200350,3,522427,491781.0,553073.0,873,822.0,924.0,FR,France +1175,200349,3,555492,524706.0,586278.0,928,877.0,979.0,FR,France +1176,200348,3,514668,485364.0,543972.0,860,811.0,909.0,FR,France +1177,200347,3,332927,305972.0,359882.0,556,511.0,601.0,FR,France +1178,200346,3,146101,126840.0,165362.0,244,212.0,276.0,FR,France +1179,200345,3,95565,80900.0,110230.0,160,135.0,185.0,FR,France +1180,200344,3,54703,43193.0,66213.0,91,72.0,110.0,FR,France +1181,200343,3,45834,36611.0,55057.0,77,62.0,92.0,FR,France +1182,200342,3,39010,28885.0,49135.0,65,48.0,82.0,FR,France +1183,200341,3,29579,21478.0,37680.0,49,35.0,63.0,FR,France +1184,200340,3,30862,19484.0,42240.0,52,33.0,71.0,FR,France +1185,200339,3,26592,18927.0,34257.0,44,31.0,57.0,FR,France +1186,200338,3,14811,8777.0,20845.0,25,15.0,35.0,FR,France +1187,200337,3,14735,7495.0,21975.0,25,13.0,37.0,FR,France +1188,200336,3,10951,3732.0,18170.0,18,6.0,30.0,FR,France +1189,200335,3,1504,0.0,3349.0,3,0.0,6.0,FR,France +1190,200334,3,2194,0.0,4889.0,4,0.0,9.0,FR,France +1191,200333,3,1504,0.0,3921.0,3,0.0,7.0,FR,France +1192,200332,3,1619,0.0,4072.0,3,0.0,7.0,FR,France +1193,200331,3,5164,0.0,10601.0,9,0.0,18.0,FR,France +1194,200330,3,3183,28.0,6338.0,5,0.0,10.0,FR,France +1195,200329,3,6801,450.0,13152.0,11,0.0,22.0,FR,France +1196,200328,3,3975,609.0,7341.0,7,1.0,13.0,FR,France +1197,200327,3,2293,0.0,4605.0,4,0.0,8.0,FR,France +1198,200326,3,5333,2138.0,8528.0,9,4.0,14.0,FR,France +1199,200325,3,2602,0.0,5228.0,4,0.0,8.0,FR,France +1200,200324,3,8429,0.0,19483.0,14,0.0,32.0,FR,France +1201,200323,3,4821,1479.0,8163.0,8,2.0,14.0,FR,France +1202,200322,3,2573,158.0,4988.0,4,0.0,8.0,FR,France +1203,200321,3,5563,2465.0,8661.0,9,4.0,14.0,FR,France +1204,200320,3,7554,3748.0,11360.0,13,7.0,19.0,FR,France +1205,200319,3,8325,3777.0,12873.0,14,6.0,22.0,FR,France +1206,200318,3,12268,6392.0,18144.0,20,10.0,30.0,FR,France +1207,200317,3,46253,36234.0,56272.0,77,60.0,94.0,FR,France +1208,200316,3,50759,39835.0,61683.0,85,67.0,103.0,FR,France +1209,200315,3,69269,55778.0,82760.0,116,93.0,139.0,FR,France +1210,200314,3,70084,55374.0,84794.0,117,92.0,142.0,FR,France +1211,200313,3,70335,56370.0,84300.0,118,95.0,141.0,FR,France +1212,200312,3,88582,73568.0,103596.0,148,123.0,173.0,FR,France +1213,200311,3,99729,83353.0,116105.0,167,140.0,194.0,FR,France +1214,200310,3,121516,104361.0,138671.0,203,174.0,232.0,FR,France +1215,200309,3,177255,151800.0,202710.0,296,253.0,339.0,FR,France +1216,200308,3,222638,194269.0,251007.0,372,325.0,419.0,FR,France +1217,200307,3,237104,207851.0,266357.0,396,347.0,445.0,FR,France +1218,200306,3,206955,177973.0,235937.0,346,298.0,394.0,FR,France +1219,200305,3,151864,125877.0,177851.0,254,211.0,297.0,FR,France +1220,200304,3,95356,76211.0,114501.0,159,127.0,191.0,FR,France +1221,200303,3,50983,38264.0,63702.0,85,64.0,106.0,FR,France +1222,200302,3,31447,21706.0,41188.0,53,37.0,69.0,FR,France +1223,200301,3,31228,19202.0,43254.0,52,32.0,72.0,FR,France +1224,200252,3,47016,33692.0,60340.0,79,57.0,101.0,FR,France +1225,200251,3,47629,36912.0,58346.0,80,62.0,98.0,FR,France +1226,200250,3,35221,26217.0,44225.0,59,44.0,74.0,FR,France +1227,200249,3,24656,16900.0,32412.0,41,28.0,54.0,FR,France +1228,200248,3,19799,12868.0,26730.0,33,21.0,45.0,FR,France +1229,200247,3,16449,9214.0,23684.0,28,16.0,40.0,FR,France +1230,200246,3,12753,5779.0,19727.0,21,9.0,33.0,FR,France +1231,200245,3,19304,8475.0,30133.0,32,14.0,50.0,FR,France +1232,200244,3,18082,10671.0,25493.0,30,18.0,42.0,FR,France +1233,200243,3,14326,7548.0,21104.0,24,13.0,35.0,FR,France +1234,200242,3,13774,7800.0,19748.0,23,13.0,33.0,FR,France +1235,200241,3,11036,5650.0,16422.0,19,10.0,28.0,FR,France +1236,200240,3,8137,3375.0,12899.0,14,6.0,22.0,FR,France +1237,200239,3,15989,9892.0,22086.0,27,17.0,37.0,FR,France +1238,200238,3,7067,3299.0,10835.0,12,6.0,18.0,FR,France +1239,200237,3,12409,4981.0,19837.0,21,9.0,33.0,FR,France +1240,200236,3,1679,0.0,4072.0,3,0.0,7.0,FR,France +1241,200235,3,2126,0.0,6301.0,4,0.0,11.0,FR,France +1242,200234,3,2843,0.0,7483.0,5,0.0,13.0,FR,France +1243,200233,3,2670,0.0,5462.0,4,0.0,9.0,FR,France +1244,200232,3,1087,0.0,3003.0,2,0.0,5.0,FR,France +1245,200231,3,5455,399.0,10511.0,9,1.0,17.0,FR,France +1246,200230,3,3601,0.0,7836.0,6,0.0,13.0,FR,France +1247,200229,3,5576,379.0,10773.0,9,0.0,18.0,FR,France +1248,200228,3,6602,0.0,14289.0,11,0.0,24.0,FR,France +1249,200227,3,1882,0.0,6151.0,3,0.0,10.0,FR,France +1250,200226,3,4523,0.0,12320.0,8,0.0,21.0,FR,France +1251,200225,3,4765,1076.0,8454.0,8,2.0,14.0,FR,France +1252,200224,3,12063,7174.0,16952.0,20,12.0,28.0,FR,France +1253,200223,3,15468,9806.0,21130.0,26,16.0,36.0,FR,France +1254,200222,3,4854,1696.0,8012.0,8,3.0,13.0,FR,France +1255,200221,3,5901,2212.0,9590.0,10,4.0,16.0,FR,France +1256,200220,3,3803,1215.0,6391.0,6,2.0,10.0,FR,France +1257,200219,3,6139,2598.0,9680.0,10,4.0,16.0,FR,France +1258,200218,3,6083,2646.0,9520.0,10,4.0,16.0,FR,France +1259,200217,3,7223,2678.0,11768.0,12,4.0,20.0,FR,France +1260,200216,3,17762,9887.0,25637.0,30,17.0,43.0,FR,France +1261,200215,3,21654,13662.0,29646.0,36,23.0,49.0,FR,France +1262,200214,3,23877,15709.0,32045.0,40,26.0,54.0,FR,France +1263,200213,3,27497,16289.0,38705.0,46,27.0,65.0,FR,France +1264,200212,3,33510,20938.0,46082.0,56,35.0,77.0,FR,France +1265,200211,3,40426,29171.0,51681.0,68,49.0,87.0,FR,France +1266,200210,3,42915,24537.0,61293.0,72,41.0,103.0,FR,France +1267,200209,3,63735,48368.0,79102.0,107,81.0,133.0,FR,France +1268,200208,3,117204,95548.0,138860.0,197,161.0,233.0,FR,France +1269,200207,3,170251,137065.0,203437.0,286,230.0,342.0,FR,France +1270,200206,3,325084,296111.0,354057.0,546,497.0,595.0,FR,France +1271,200205,3,456186,422559.0,489813.0,767,710.0,824.0,FR,France +1272,200204,3,504715,470859.0,538571.0,848,791.0,905.0,FR,France +1273,200203,3,383720,353019.0,414421.0,645,593.0,697.0,FR,France +1274,200202,3,244028,217752.0,270304.0,410,366.0,454.0,FR,France +1275,200201,3,115422,95696.0,135148.0,194,161.0,227.0,FR,France +1276,200152,3,57999,43225.0,72773.0,98,73.0,123.0,FR,France +1277,200151,3,45961,36017.0,55905.0,78,61.0,95.0,FR,France +1278,200150,3,31309,22878.0,39740.0,53,39.0,67.0,FR,France +1279,200149,3,34792,23268.0,46316.0,59,40.0,78.0,FR,France +1280,200148,3,43283,20164.0,66402.0,73,34.0,112.0,FR,France +1281,200147,3,27455,20021.0,34889.0,46,33.0,59.0,FR,France +1282,200146,3,21127,14294.0,27960.0,36,24.0,48.0,FR,France +1283,200145,3,20766,13979.0,27553.0,35,24.0,46.0,FR,France +1284,200144,3,11410,6593.0,16227.0,19,11.0,27.0,FR,France +1285,200143,3,23311,15652.0,30970.0,39,26.0,52.0,FR,France +1286,200142,3,18963,11652.0,26274.0,32,20.0,44.0,FR,France +1287,200141,3,20241,14032.0,26450.0,34,24.0,44.0,FR,France +1288,200140,3,18113,9971.0,26255.0,31,17.0,45.0,FR,France +1289,200139,3,25407,7785.0,43029.0,43,13.0,73.0,FR,France +1290,200138,3,9736,4985.0,14487.0,16,8.0,24.0,FR,France +1291,200137,3,8025,3527.0,12523.0,14,6.0,22.0,FR,France +1292,200136,3,4663,654.0,8672.0,8,1.0,15.0,FR,France +1293,200135,3,4399,0.0,9810.0,7,0.0,16.0,FR,France +1294,200134,3,2990,0.0,6419.0,5,0.0,11.0,FR,France +1295,200133,3,0,0.0,0.0,0,0.0,0.0,FR,France +1296,200132,3,0,0.0,0.0,0,0.0,0.0,FR,France +1297,200131,3,18999,4286.0,33712.0,32,7.0,57.0,FR,France +1298,200130,3,2144,0.0,5670.0,4,0.0,10.0,FR,France +1299,200129,3,2408,0.0,5215.0,4,0.0,9.0,FR,France +1300,200128,3,3555,553.0,6557.0,6,1.0,11.0,FR,France +1301,200127,3,4739,1122.0,8356.0,8,2.0,14.0,FR,France +1302,200126,3,3335,466.0,6204.0,6,1.0,11.0,FR,France +1303,200125,3,2643,527.0,4759.0,4,0.0,8.0,FR,France +1304,200124,3,4784,2158.0,7410.0,8,4.0,12.0,FR,France +1305,200123,3,6299,3161.0,9437.0,11,6.0,16.0,FR,France +1306,200122,3,4544,2006.0,7082.0,8,4.0,12.0,FR,France +1307,200121,3,8925,4094.0,13756.0,15,7.0,23.0,FR,France +1308,200120,3,15269,8883.0,21655.0,26,15.0,37.0,FR,France +1309,200119,3,17369,10575.0,24163.0,29,18.0,40.0,FR,France +1310,200118,3,21043,14262.0,27824.0,36,25.0,47.0,FR,France +1311,200117,3,25787,19109.0,32465.0,44,33.0,55.0,FR,France +1312,200116,3,24025,16833.0,31217.0,41,29.0,53.0,FR,France +1313,200115,3,24188,17340.0,31036.0,41,29.0,53.0,FR,France +1314,200114,3,40429,31774.0,49084.0,68,53.0,83.0,FR,France +1315,200113,3,48644,39517.0,57771.0,82,67.0,97.0,FR,France +1316,200112,3,45411,35780.0,55042.0,77,61.0,93.0,FR,France +1317,200111,3,49809,40534.0,59084.0,84,68.0,100.0,FR,France +1318,200110,3,46649,37240.0,56058.0,79,63.0,95.0,FR,France +1319,200109,3,58623,47346.0,69900.0,99,80.0,118.0,FR,France +1320,200108,3,77423,63237.0,91609.0,131,107.0,155.0,FR,France +1321,200107,3,126970,107898.0,146042.0,215,183.0,247.0,FR,France +1322,200106,3,225969,198142.0,253796.0,382,335.0,429.0,FR,France +1323,200105,3,278674,249486.0,307862.0,471,422.0,520.0,FR,France +1324,200104,3,209193,189129.0,229257.0,354,320.0,388.0,FR,France +1325,200103,3,139823,124243.0,155403.0,236,210.0,262.0,FR,France +1326,200102,3,105356,92392.0,118320.0,178,156.0,200.0,FR,France +1327,200101,3,98930,84599.0,113261.0,167,143.0,191.0,FR,France +1328,200052,3,143525,124203.0,162847.0,244,211.0,277.0,FR,France +1329,200051,3,125224,108719.0,141729.0,213,185.0,241.0,FR,France +1330,200050,3,99177,84857.0,113497.0,169,145.0,193.0,FR,France +1331,200049,3,74170,54196.0,94144.0,126,92.0,160.0,FR,France +1332,200048,3,43642,34064.0,53220.0,74,58.0,90.0,FR,France +1333,200047,3,64848,11322.0,118374.0,110,19.0,201.0,FR,France +1334,200046,3,20598,14053.0,27143.0,35,24.0,46.0,FR,France +1335,200045,3,25375,17229.0,33521.0,43,29.0,57.0,FR,France +1336,200044,3,16330,9762.0,22898.0,28,17.0,39.0,FR,France +1337,200043,3,36951,27693.0,46209.0,63,47.0,79.0,FR,France +1338,200042,3,41200,30772.0,51628.0,70,52.0,88.0,FR,France +1339,200041,3,40022,30939.0,49105.0,68,53.0,83.0,FR,France +1340,200040,3,27237,19986.0,34488.0,46,34.0,58.0,FR,France +1341,200039,3,19338,12649.0,26027.0,33,22.0,44.0,FR,France +1342,200038,3,7417,3193.0,11641.0,13,6.0,20.0,FR,France +1343,200037,3,2243,0.0,4722.0,4,0.0,8.0,FR,France +1344,200036,3,2990,0.0,6416.0,5,0.0,11.0,FR,France +1345,200035,3,5590,0.0,12003.0,10,0.0,21.0,FR,France +1346,200034,3,5188,0.0,12418.0,9,0.0,21.0,FR,France +1347,200033,3,1690,0.0,3859.0,3,0.0,7.0,FR,France +1348,200032,3,1405,0.0,4239.0,2,0.0,7.0,FR,France +1349,200031,3,2159,0.0,4744.0,4,0.0,8.0,FR,France +1350,200030,3,218,0.0,783.0,0,0.0,1.0,FR,France +1351,200029,3,1532,0.0,3751.0,3,0.0,7.0,FR,France +1352,200028,3,1071,0.0,2881.0,2,0.0,5.0,FR,France +1353,200027,3,2427,150.0,4704.0,4,0.0,8.0,FR,France +1354,200026,3,1997,0.0,4996.0,3,0.0,8.0,FR,France +1355,200025,3,4239,221.0,8257.0,7,0.0,14.0,FR,France +1356,200024,3,5411,1122.0,9700.0,9,2.0,16.0,FR,France +1357,200023,3,8757,4101.0,13413.0,15,7.0,23.0,FR,France +1358,200022,3,4966,1694.0,8238.0,8,2.0,14.0,FR,France +1359,200021,3,4271,1389.0,7153.0,7,2.0,12.0,FR,France +1360,200020,3,4520,1478.0,7562.0,8,3.0,13.0,FR,France +1361,200019,3,13867,8548.0,19186.0,24,15.0,33.0,FR,France +1362,200018,3,5386,2261.0,8511.0,9,4.0,14.0,FR,France +1363,200017,3,7018,1581.0,12455.0,12,3.0,21.0,FR,France +1364,200016,3,5328,1433.0,9223.0,9,2.0,16.0,FR,France +1365,200015,3,12020,6436.0,17604.0,20,11.0,29.0,FR,France +1366,200014,3,10942,5691.0,16193.0,19,10.0,28.0,FR,France +1367,200013,3,8572,3443.0,13701.0,15,6.0,24.0,FR,France +1368,200012,3,7081,3097.0,11065.0,12,5.0,19.0,FR,France +1369,200011,3,12172,7447.0,16897.0,21,13.0,29.0,FR,France +1370,200010,3,9091,5450.0,12732.0,15,9.0,21.0,FR,France +1371,200009,3,14631,9200.0,20062.0,25,16.0,34.0,FR,France +1372,200008,3,23647,17172.0,30122.0,40,29.0,51.0,FR,France +1373,200007,3,59173,48440.0,69906.0,101,83.0,119.0,FR,France +1374,200006,3,146517,129961.0,163073.0,249,221.0,277.0,FR,France +1375,200005,3,261687,239983.0,283391.0,445,408.0,482.0,FR,France +1376,200004,3,374822,349785.0,399859.0,637,594.0,680.0,FR,France +1377,200003,3,484233,456706.0,511760.0,824,777.0,871.0,FR,France +1378,200002,3,521069,492185.0,549953.0,886,837.0,935.0,FR,France +1379,200001,3,541945,511326.0,572564.0,922,870.0,974.0,FR,France +1380,199952,3,387655,360652.0,414658.0,663,617.0,709.0,FR,France +1381,199951,3,272075,250906.0,293244.0,465,429.0,501.0,FR,France +1382,199950,3,181113,164571.0,197655.0,310,282.0,338.0,FR,France +1383,199949,3,112328,99058.0,125598.0,192,169.0,215.0,FR,France +1384,199948,3,58710,48651.0,68769.0,100,83.0,117.0,FR,France +1385,199947,3,35912,23462.0,48362.0,61,40.0,82.0,FR,France +1386,199946,3,8601,1503.0,15699.0,15,3.0,27.0,FR,France +1387,199945,3,17781,10817.0,24745.0,30,18.0,42.0,FR,France +1388,199944,3,18238,12870.0,23606.0,31,22.0,40.0,FR,France +1389,199943,3,18135,12601.0,23669.0,31,22.0,40.0,FR,France +1390,199942,3,19183,13258.0,25108.0,33,23.0,43.0,FR,France +1391,199941,3,25171,18689.0,31653.0,43,32.0,54.0,FR,France +1392,199940,3,24185,16184.0,32186.0,41,27.0,55.0,FR,France +1393,199939,3,28553,20776.0,36330.0,49,36.0,62.0,FR,France +1394,199938,3,12430,7759.0,17101.0,21,13.0,29.0,FR,France +1395,199937,3,7543,4283.0,10803.0,13,7.0,19.0,FR,France +1396,199936,3,8191,2827.0,13555.0,14,5.0,23.0,FR,France +1397,199935,3,3334,1188.0,5480.0,6,2.0,10.0,FR,France +1398,199934,3,7600,0.0,27730.0,13,0.0,47.0,FR,France +1399,199933,3,9757,354.0,19160.0,17,1.0,33.0,FR,France +1400,199932,3,7149,0.0,15077.0,12,0.0,26.0,FR,France +1401,199931,3,2640,0.0,5463.0,5,0.0,10.0,FR,France +1402,199930,3,1478,0.0,3153.0,3,0.0,6.0,FR,France +1403,199929,3,3983,498.0,7468.0,7,1.0,13.0,FR,France +1404,199928,3,3731,712.0,6750.0,6,1.0,11.0,FR,France +1405,199927,3,5004,1597.0,8411.0,9,3.0,15.0,FR,France +1406,199926,3,3459,699.0,6219.0,6,1.0,11.0,FR,France +1407,199925,3,5302,2057.0,8547.0,9,3.0,15.0,FR,France +1408,199924,3,4327,1646.0,7008.0,7,2.0,12.0,FR,France +1409,199923,3,5370,2374.0,8366.0,9,4.0,14.0,FR,France +1410,199922,3,4404,1643.0,7165.0,8,3.0,13.0,FR,France +1411,199921,3,4180,1485.0,6875.0,7,2.0,12.0,FR,France +1412,199920,3,6073,2775.0,9371.0,10,4.0,16.0,FR,France +1413,199919,3,6241,3220.0,9262.0,11,6.0,16.0,FR,France +1414,199918,3,3057,678.0,5436.0,5,1.0,9.0,FR,France +1415,199917,3,2904,701.0,5107.0,5,1.0,9.0,FR,France +1416,199916,3,7539,3360.0,11718.0,13,6.0,20.0,FR,France +1417,199915,3,11535,6814.0,16256.0,20,12.0,28.0,FR,France +1418,199914,3,18730,13131.0,24329.0,32,22.0,42.0,FR,France +1419,199913,3,38453,29560.0,47346.0,66,51.0,81.0,FR,France +1420,199912,3,58090,48072.0,68108.0,99,82.0,116.0,FR,France +1421,199911,3,91329,78686.0,103972.0,156,134.0,178.0,FR,France +1422,199910,3,147976,131058.0,164894.0,253,224.0,282.0,FR,France +1423,199909,3,207450,188710.0,226190.0,355,323.0,387.0,FR,France +1424,199908,3,313293,292280.0,334306.0,536,500.0,572.0,FR,France +1425,199907,3,524136,496702.0,551570.0,896,849.0,943.0,FR,France +1426,199906,3,493908,466605.0,521211.0,844,797.0,891.0,FR,France +1427,199905,3,476884,449696.0,504072.0,815,769.0,861.0,FR,France +1428,199904,3,368514,345131.0,391897.0,630,590.0,670.0,FR,France +1429,199903,3,242388,224208.0,260568.0,414,383.0,445.0,FR,France +1430,199902,3,160657,145209.0,176105.0,275,249.0,301.0,FR,France +1431,199901,3,130133,115125.0,145141.0,222,196.0,248.0,FR,France +1432,199853,3,107611,92301.0,122921.0,185,159.0,211.0,FR,France +1433,199852,3,72373,61032.0,83714.0,124,105.0,143.0,FR,France +1434,199851,3,78179,67156.0,89202.0,134,115.0,153.0,FR,France +1435,199850,3,54775,45478.0,64072.0,94,78.0,110.0,FR,France +1436,199849,3,33385,26332.0,40438.0,57,45.0,69.0,FR,France +1437,199848,3,22636,16668.0,28604.0,39,29.0,49.0,FR,France +1438,199847,3,14505,9746.0,19264.0,25,17.0,33.0,FR,France +1439,199846,3,13804,9049.0,18559.0,24,16.0,32.0,FR,France +1440,199845,3,13021,8113.0,17929.0,22,14.0,30.0,FR,France +1441,199844,3,12631,7410.0,17852.0,22,13.0,31.0,FR,France +1442,199843,3,12180,7125.0,17235.0,21,12.0,30.0,FR,France +1443,199842,3,18885,12726.0,25044.0,32,21.0,43.0,FR,France +1444,199841,3,24196,17506.0,30886.0,42,31.0,53.0,FR,France +1445,199840,3,20235,14114.0,26356.0,35,25.0,45.0,FR,France +1446,199839,3,17075,11538.0,22612.0,29,20.0,38.0,FR,France +1447,199838,3,10837,6336.0,15338.0,19,11.0,27.0,FR,France +1448,199837,3,6968,3227.0,10709.0,12,6.0,18.0,FR,France +1449,199836,3,3033,580.0,5486.0,5,1.0,9.0,FR,France +1450,199835,3,2491,0.0,5022.0,4,0.0,8.0,FR,France +1451,199834,3,3853,589.0,7117.0,7,1.0,13.0,FR,France +1452,199833,3,2934,0.0,6598.0,5,0.0,11.0,FR,France +1453,199832,3,1308,0.0,2894.0,2,0.0,5.0,FR,France +1454,199831,3,12147,0.0,29237.0,21,0.0,50.0,FR,France +1455,199830,3,5309,1628.0,8990.0,9,3.0,15.0,FR,France +1456,199829,3,6486,2465.0,10507.0,11,4.0,18.0,FR,France +1457,199828,3,9577,4464.0,14690.0,16,7.0,25.0,FR,France +1458,199827,3,12358,7158.0,17558.0,21,12.0,30.0,FR,France +1459,199826,3,10415,6547.0,14283.0,18,11.0,25.0,FR,France +1460,199825,3,18246,13050.0,23442.0,31,22.0,40.0,FR,France +1461,199824,3,16263,11126.0,21400.0,28,19.0,37.0,FR,France +1462,199823,3,8553,4911.0,12195.0,15,9.0,21.0,FR,France +1463,199822,3,5181,2669.0,7693.0,9,5.0,13.0,FR,France +1464,199821,3,4751,2416.0,7086.0,8,4.0,12.0,FR,France +1465,199820,3,12129,8099.0,16159.0,21,14.0,28.0,FR,France +1466,199819,3,24118,17906.0,30330.0,41,30.0,52.0,FR,France +1467,199818,3,31612,24512.0,38712.0,54,42.0,66.0,FR,France +1468,199817,3,61148,51894.0,70402.0,105,89.0,121.0,FR,France +1469,199816,3,123195,109878.0,136512.0,211,188.0,234.0,FR,France +1470,199815,3,171603,156715.0,186491.0,294,268.0,320.0,FR,France +1471,199814,3,319092,298398.0,339786.0,547,512.0,582.0,FR,France +1472,199813,3,298212,278513.0,317911.0,512,478.0,546.0,FR,France +1473,199812,3,263585,246356.0,280814.0,452,422.0,482.0,FR,France +1474,199811,3,220578,204894.0,236262.0,378,351.0,405.0,FR,France +1475,199810,3,202354,186304.0,218404.0,347,319.0,375.0,FR,France +1476,199809,3,227553,209970.0,245136.0,390,360.0,420.0,FR,France +1477,199808,3,271362,252005.0,290719.0,465,432.0,498.0,FR,France +1478,199807,3,190187,173694.0,206680.0,326,298.0,354.0,FR,France +1479,199806,3,88217,76829.0,99605.0,151,131.0,171.0,FR,France +1480,199805,3,45180,36970.0,53390.0,77,63.0,91.0,FR,France +1481,199804,3,30005,23272.0,36738.0,51,39.0,63.0,FR,France +1482,199803,3,23900,18221.0,29579.0,41,31.0,51.0,FR,France +1483,199802,3,31143,23994.0,38292.0,53,41.0,65.0,FR,France +1484,199801,3,24809,17786.0,31832.0,43,31.0,55.0,FR,France +1485,199752,3,29039,21984.0,36094.0,50,38.0,62.0,FR,France +1486,199751,3,34924,27737.0,42111.0,60,48.0,72.0,FR,France +1487,199750,3,33527,26388.0,40666.0,58,46.0,70.0,FR,France +1488,199749,3,15978,11147.0,20809.0,27,19.0,35.0,FR,France +1489,199748,3,11507,7744.0,15270.0,20,14.0,26.0,FR,France +1490,199747,3,11059,7151.0,14967.0,19,12.0,26.0,FR,France +1491,199746,3,8073,4613.0,11533.0,14,8.0,20.0,FR,France +1492,199745,3,18202,13113.0,23291.0,31,22.0,40.0,FR,France +1493,199744,3,19770,14405.0,25135.0,34,25.0,43.0,FR,France +1494,199743,3,16707,11945.0,21469.0,29,21.0,37.0,FR,France +1495,199742,3,15340,10351.0,20329.0,26,17.0,35.0,FR,France +1496,199741,3,16933,11941.0,21925.0,29,20.0,38.0,FR,France +1497,199740,3,13292,8709.0,17875.0,23,15.0,31.0,FR,France +1498,199739,3,10189,6279.0,14099.0,18,11.0,25.0,FR,France +1499,199738,3,3231,1061.0,5401.0,6,2.0,10.0,FR,France +1500,199737,3,4542,1949.0,7135.0,8,4.0,12.0,FR,France +1501,199736,3,5131,2205.0,8057.0,9,4.0,14.0,FR,France +1502,199735,3,1842,0.0,3740.0,3,0.0,6.0,FR,France +1503,199734,3,3226,0.0,6717.0,6,0.0,12.0,FR,France +1504,199733,3,1799,0.0,4368.0,3,0.0,7.0,FR,France +1505,199732,3,2086,0.0,4411.0,4,0.0,8.0,FR,France +1506,199731,3,1386,0.0,3332.0,2,0.0,5.0,FR,France +1507,199730,3,2116,0.0,4919.0,4,0.0,9.0,FR,France +1508,199729,3,1973,0.0,4347.0,3,0.0,7.0,FR,France +1509,199728,3,1560,216.0,2904.0,3,1.0,5.0,FR,France +1510,199727,3,2540,754.0,4326.0,4,1.0,7.0,FR,France +1511,199726,3,5582,2699.0,8465.0,10,5.0,15.0,FR,France +1512,199725,3,4012,1090.0,6934.0,7,2.0,12.0,FR,France +1513,199724,3,4696,1824.0,7568.0,8,3.0,13.0,FR,France +1514,199723,3,4709,2136.0,7282.0,8,4.0,12.0,FR,France +1515,199722,3,2283,665.0,3901.0,4,1.0,7.0,FR,France +1516,199721,3,2108,664.0,3552.0,4,2.0,6.0,FR,France +1517,199720,3,3257,1519.0,4995.0,6,3.0,9.0,FR,France +1518,199719,3,4646,2436.0,6856.0,8,4.0,12.0,FR,France +1519,199718,3,5246,2764.0,7728.0,9,5.0,13.0,FR,France +1520,199717,3,14236,9906.0,18566.0,24,17.0,31.0,FR,France +1521,199716,3,12169,8111.0,16227.0,21,14.0,28.0,FR,France +1522,199715,3,9516,6192.0,12840.0,16,10.0,22.0,FR,France +1523,199714,3,13602,9659.0,17545.0,23,16.0,30.0,FR,France +1524,199713,3,18032,13345.0,22719.0,31,23.0,39.0,FR,France +1525,199712,3,17199,12707.0,21691.0,30,22.0,38.0,FR,France +1526,199711,3,19988,15419.0,24557.0,34,26.0,42.0,FR,France +1527,199710,3,21903,17338.0,26468.0,38,30.0,46.0,FR,France +1528,199709,3,29860,24261.0,35459.0,51,41.0,61.0,FR,France +1529,199708,3,55445,47857.0,63033.0,95,82.0,108.0,FR,France +1530,199707,3,70876,62518.0,79234.0,122,108.0,136.0,FR,France +1531,199706,3,76906,68152.0,85660.0,132,117.0,147.0,FR,France +1532,199705,3,95900,86095.0,105705.0,165,148.0,182.0,FR,France +1533,199704,3,96896,87079.0,106713.0,167,150.0,184.0,FR,France +1534,199703,3,143844,131917.0,155771.0,248,227.0,269.0,FR,France +1535,199702,3,211578,197395.0,225761.0,364,340.0,388.0,FR,France +1536,199701,3,280440,263783.0,297097.0,483,454.0,512.0,FR,France +1537,199652,3,388201,369211.0,407191.0,670,637.0,703.0,FR,France +1538,199651,3,640627,617388.0,663866.0,1106,1066.0,1146.0,FR,France +1539,199650,3,535205,514568.0,555842.0,924,888.0,960.0,FR,France +1540,199649,3,411498,393335.0,429661.0,710,679.0,741.0,FR,France +1541,199648,3,195568,182563.0,208573.0,338,316.0,360.0,FR,France +1542,199647,3,71980,63619.0,80341.0,124,110.0,138.0,FR,France +1543,199646,3,32138,26358.0,37918.0,55,45.0,65.0,FR,France +1544,199645,3,25551,20136.0,30966.0,44,35.0,53.0,FR,France +1545,199644,3,10753,7230.0,14276.0,19,13.0,25.0,FR,France +1546,199643,3,12971,9311.0,16631.0,22,16.0,28.0,FR,France +1547,199642,3,11929,8472.0,15386.0,21,15.0,27.0,FR,France +1548,199641,3,9918,6674.0,13162.0,17,11.0,23.0,FR,France +1549,199640,3,10765,7067.0,14463.0,19,13.0,25.0,FR,France +1550,199639,3,8377,5183.0,11571.0,14,8.0,20.0,FR,France +1551,199638,3,9470,5965.0,12975.0,16,10.0,22.0,FR,France +1552,199637,3,2925,829.0,5021.0,5,1.0,9.0,FR,France +1553,199636,3,1122,23.0,2221.0,2,0.0,4.0,FR,France +1554,199635,3,1674,93.0,3255.0,3,0.0,6.0,FR,France +1555,199634,3,1273,122.0,2424.0,2,0.0,4.0,FR,France +1556,199633,3,540,0.0,1246.0,1,0.0,2.0,FR,France +1557,199632,3,1453,176.0,2730.0,3,1.0,5.0,FR,France +1558,199631,3,3010,752.0,5268.0,5,1.0,9.0,FR,France +1559,199630,3,2992,706.0,5278.0,5,1.0,9.0,FR,France +1560,199629,3,1559,144.0,2974.0,3,1.0,5.0,FR,France +1561,199628,3,3109,541.0,5677.0,5,1.0,9.0,FR,France +1562,199627,3,4456,1595.0,7317.0,8,3.0,13.0,FR,France +1563,199626,3,2871,1138.0,4604.0,5,2.0,8.0,FR,France +1564,199625,3,2308,856.0,3760.0,4,1.0,7.0,FR,France +1565,199624,3,2490,1067.0,3913.0,4,2.0,6.0,FR,France +1566,199623,3,2819,1262.0,4376.0,5,2.0,8.0,FR,France +1567,199622,3,4005,1984.0,6026.0,7,4.0,10.0,FR,France +1568,199621,3,7042,4291.0,9793.0,12,7.0,17.0,FR,France +1569,199620,3,10619,7365.0,13873.0,18,12.0,24.0,FR,France +1570,199619,3,11898,8065.0,15731.0,21,14.0,28.0,FR,France +1571,199618,3,18338,13352.0,23324.0,32,23.0,41.0,FR,France +1572,199617,3,24954,19100.0,30808.0,43,33.0,53.0,FR,France +1573,199616,3,29313,23868.0,34758.0,51,42.0,60.0,FR,France +1574,199615,3,51703,43644.0,59762.0,89,75.0,103.0,FR,France +1575,199614,3,44414,36774.0,52054.0,77,64.0,90.0,FR,France +1576,199613,3,30622,25062.0,36182.0,53,43.0,63.0,FR,France +1577,199612,3,31818,25852.0,37784.0,55,45.0,65.0,FR,France +1578,199611,3,24427,19499.0,29355.0,42,33.0,51.0,FR,France +1579,199610,3,20910,16198.0,25622.0,36,28.0,44.0,FR,France +1580,199609,3,19594,15228.0,23960.0,34,26.0,42.0,FR,France +1581,199608,3,19046,14850.0,23242.0,33,26.0,40.0,FR,France +1582,199607,3,23041,18338.0,27744.0,40,32.0,48.0,FR,France +1583,199606,3,21810,17153.0,26467.0,38,30.0,46.0,FR,France +1584,199605,3,25275,20410.0,30140.0,44,36.0,52.0,FR,France +1585,199604,3,43359,36948.0,49770.0,75,64.0,86.0,FR,France +1586,199603,3,54691,48016.0,61366.0,94,82.0,106.0,FR,France +1587,199602,3,105606,96106.0,115106.0,182,166.0,198.0,FR,France +1588,199601,3,223830,209274.0,238386.0,386,361.0,411.0,FR,France +1589,199552,3,397122,378252.0,415992.0,688,655.0,721.0,FR,France +1590,199551,3,749988,725434.0,774542.0,1299,1256.0,1342.0,FR,France +1591,199550,3,604926,583100.0,626752.0,1047,1009.0,1085.0,FR,France +1592,199549,3,375500,358200.0,392800.0,650,620.0,680.0,FR,France +1593,199548,3,206446,193457.0,219435.0,357,335.0,379.0,FR,France +1594,199547,3,120472,110526.0,130418.0,209,192.0,226.0,FR,France +1595,199546,3,62380,55042.0,69718.0,108,95.0,121.0,FR,France +1596,199545,3,29791,24523.0,35059.0,52,43.0,61.0,FR,France +1597,199544,3,13168,9820.0,16516.0,23,17.0,29.0,FR,France +1598,199543,3,16188,12389.0,19987.0,28,21.0,35.0,FR,France +1599,199542,3,15178,11387.0,18969.0,26,19.0,33.0,FR,France +1600,199541,3,14980,10851.0,19109.0,26,19.0,33.0,FR,France +1601,199540,3,16245,11610.0,20880.0,28,20.0,36.0,FR,France +1602,199539,3,18499,13844.0,23154.0,32,24.0,40.0,FR,France +1603,199538,3,13123,9410.0,16836.0,23,17.0,29.0,FR,France +1604,199537,3,4895,2666.0,7124.0,8,4.0,12.0,FR,France +1605,199536,3,3659,1574.0,5744.0,6,2.0,10.0,FR,France +1606,199535,3,2496,644.0,4348.0,4,1.0,7.0,FR,France +1607,199534,3,1887,214.0,3560.0,3,0.0,6.0,FR,France +1608,199533,3,905,0.0,2007.0,2,0.0,4.0,FR,France +1609,199532,3,700,0.0,1699.0,1,0.0,3.0,FR,France +1610,199531,3,1946,92.0,3800.0,3,0.0,6.0,FR,France +1611,199530,3,1898,46.0,3750.0,3,0.0,6.0,FR,France +1612,199529,3,2148,687.0,3609.0,4,1.0,7.0,FR,France +1613,199528,3,3312,1430.0,5194.0,6,3.0,9.0,FR,France +1614,199527,3,4853,2683.0,7023.0,8,4.0,12.0,FR,France +1615,199526,3,4986,2911.0,7061.0,9,5.0,13.0,FR,France +1616,199525,3,4571,2520.0,6622.0,8,4.0,12.0,FR,France +1617,199524,3,8058,5054.0,11062.0,14,9.0,19.0,FR,France +1618,199523,3,13820,9801.0,17839.0,24,17.0,31.0,FR,France +1619,199522,3,14124,9999.0,18249.0,24,17.0,31.0,FR,France +1620,199521,3,11931,8655.0,15207.0,21,15.0,27.0,FR,France +1621,199520,3,18846,14311.0,23381.0,33,25.0,41.0,FR,France +1622,199519,3,26261,21488.0,31034.0,45,37.0,53.0,FR,France +1623,199518,3,39231,33258.0,45204.0,68,58.0,78.0,FR,France +1624,199517,3,88640,79343.0,97937.0,153,137.0,169.0,FR,France +1625,199516,3,140488,129439.0,151537.0,243,224.0,262.0,FR,France +1626,199515,3,181007,169110.0,192904.0,313,292.0,334.0,FR,France +1627,199514,3,248704,235144.0,262264.0,431,408.0,454.0,FR,France +1628,199513,3,209839,197191.0,222487.0,363,341.0,385.0,FR,France +1629,199512,3,122434,112497.0,132371.0,212,195.0,229.0,FR,France +1630,199511,3,81730,73346.0,90114.0,142,127.0,157.0,FR,France +1631,199510,3,49387,42703.0,56071.0,86,74.0,98.0,FR,France +1632,199509,3,39696,33259.0,46133.0,69,58.0,80.0,FR,France +1633,199508,3,38008,32225.0,43791.0,66,56.0,76.0,FR,France +1634,199507,3,30550,25479.0,35621.0,53,44.0,62.0,FR,France +1635,199506,3,37351,32007.0,42695.0,65,56.0,74.0,FR,France +1636,199505,3,27876,23218.0,32534.0,48,40.0,56.0,FR,France +1637,199504,3,27643,22818.0,32468.0,48,40.0,56.0,FR,France +1638,199503,3,24844,20391.0,29297.0,43,35.0,51.0,FR,France +1639,199502,3,23480,19249.0,27711.0,41,34.0,48.0,FR,France +1640,199501,3,26556,21916.0,31196.0,46,38.0,54.0,FR,France +1641,199452,3,22036,17495.0,26577.0,38,30.0,46.0,FR,France +1642,199451,3,26912,21750.0,32074.0,47,38.0,56.0,FR,France +1643,199450,3,28831,23470.0,34192.0,50,41.0,59.0,FR,France +1644,199449,3,21161,16559.0,25763.0,37,29.0,45.0,FR,France +1645,199448,3,18487,14456.0,22518.0,32,25.0,39.0,FR,France +1646,199447,3,15206,11578.0,18834.0,26,20.0,32.0,FR,France +1647,199446,3,14252,10525.0,17979.0,25,19.0,31.0,FR,France +1648,199445,3,12152,8448.0,15856.0,21,15.0,27.0,FR,France +1649,199444,3,11307,7688.0,14926.0,20,14.0,26.0,FR,France +1650,199443,3,11254,8002.0,14506.0,20,14.0,26.0,FR,France +1651,199442,3,14406,10653.0,18159.0,25,18.0,32.0,FR,France +1652,199441,3,14073,10341.0,17805.0,24,18.0,30.0,FR,France +1653,199440,3,15962,11850.0,20074.0,28,21.0,35.0,FR,France +1654,199439,3,15878,11643.0,20113.0,28,21.0,35.0,FR,France +1655,199438,3,15366,11100.0,19632.0,27,20.0,34.0,FR,France +1656,199437,3,5949,3561.0,8337.0,10,6.0,14.0,FR,France +1657,199436,3,2806,1133.0,4479.0,5,2.0,8.0,FR,France +1658,199435,3,4556,2358.0,6754.0,8,4.0,12.0,FR,France +1659,199434,3,3459,1444.0,5474.0,6,2.0,10.0,FR,France +1660,199433,3,4272,977.0,7567.0,7,1.0,13.0,FR,France +1661,199432,3,4786,1613.0,7959.0,8,2.0,14.0,FR,France +1662,199431,3,5027,1580.0,8474.0,9,3.0,15.0,FR,France +1663,199430,3,2100,520.0,3680.0,4,1.0,7.0,FR,France +1664,199429,3,1188,0.0,2384.0,2,0.0,4.0,FR,France +1665,199428,3,1581,316.0,2846.0,3,1.0,5.0,FR,France +1666,199427,3,713,0.0,1459.0,1,0.0,2.0,FR,France +1667,199426,3,990,80.0,1900.0,2,0.0,4.0,FR,France +1668,199425,3,5431,3222.0,7640.0,9,5.0,13.0,FR,France +1669,199424,3,6288,3723.0,8853.0,11,7.0,15.0,FR,France +1670,199423,3,6440,1052.0,11828.0,11,2.0,20.0,FR,France +1671,199422,3,845,0.0,2449.0,1,0.0,4.0,FR,France +1672,199421,3,2197,395.0,3999.0,4,1.0,7.0,FR,France +1673,199420,3,2217,852.0,3582.0,4,2.0,6.0,FR,France +1674,199419,3,1483,406.0,2560.0,3,1.0,5.0,FR,France +1675,199418,3,3705,1940.0,5470.0,6,3.0,9.0,FR,France +1676,199417,3,2288,1064.0,3512.0,4,2.0,6.0,FR,France +1677,199416,3,5156,3176.0,7136.0,9,6.0,12.0,FR,France +1678,199415,3,6952,4678.0,9226.0,12,8.0,16.0,FR,France +1679,199414,3,4671,2784.0,6558.0,8,5.0,11.0,FR,France +1680,199413,3,3343,1641.0,5045.0,6,3.0,9.0,FR,France +1681,199412,3,4305,2412.0,6198.0,7,4.0,10.0,FR,France +1682,199411,3,5399,3327.0,7471.0,9,5.0,13.0,FR,France +1683,199410,3,4548,2529.0,6567.0,8,4.0,12.0,FR,France +1684,199409,3,5635,3251.0,8019.0,10,6.0,14.0,FR,France +1685,199408,3,9539,6652.0,12426.0,17,12.0,22.0,FR,France +1686,199407,3,14639,11188.0,18090.0,25,19.0,31.0,FR,France +1687,199406,3,17308,13395.0,21221.0,30,23.0,37.0,FR,France +1688,199405,3,18489,14290.0,22688.0,32,25.0,39.0,FR,France +1689,199404,3,23712,19048.0,28376.0,41,33.0,49.0,FR,France +1690,199403,3,29882,24817.0,34947.0,52,43.0,61.0,FR,France +1691,199402,3,47402,41415.0,53389.0,82,72.0,92.0,FR,France +1692,199401,3,118119,108182.0,128056.0,205,188.0,222.0,FR,France +1693,199352,3,233137,218608.0,247666.0,406,381.0,431.0,FR,France +1694,199351,3,377472,359792.0,395152.0,658,627.0,689.0,FR,France +1695,199350,3,627639,607097.0,648181.0,1094,1058.0,1130.0,FR,France +1696,199349,3,898045,873419.0,922671.0,1565,1522.0,1608.0,FR,France +1697,199348,3,527582,507752.0,547412.0,920,885.0,955.0,FR,France +1698,199347,3,241371,226769.0,255973.0,421,396.0,446.0,FR,France +1699,199346,3,76034,68003.0,84065.0,133,119.0,147.0,FR,France +1700,199345,3,32289,27022.0,37556.0,56,47.0,65.0,FR,France +1701,199344,3,17832,14015.0,21649.0,31,24.0,38.0,FR,France +1702,199343,3,15098,11333.0,18863.0,26,19.0,33.0,FR,France +1703,199342,3,19187,14893.0,23481.0,33,26.0,40.0,FR,France +1704,199341,3,18285,14384.0,22186.0,32,25.0,39.0,FR,France +1705,199340,3,13805,10348.0,17262.0,24,18.0,30.0,FR,France +1706,199339,3,14783,11173.0,18393.0,26,20.0,32.0,FR,France +1707,199338,3,10492,7329.0,13655.0,18,12.0,24.0,FR,France +1708,199337,3,7023,4503.0,9543.0,12,8.0,16.0,FR,France +1709,199336,3,4361,2445.0,6277.0,8,5.0,11.0,FR,France +1710,199335,3,5589,3066.0,8112.0,10,6.0,14.0,FR,France +1711,199334,3,2984,1209.0,4759.0,5,2.0,8.0,FR,France +1712,199333,3,3217,758.0,5676.0,6,2.0,10.0,FR,France +1713,199332,3,3755,1051.0,6459.0,7,2.0,12.0,FR,France +1714,199331,3,4163,1768.0,6558.0,7,3.0,11.0,FR,France +1715,199330,3,4055,1907.0,6203.0,7,3.0,11.0,FR,France +1716,199329,3,3714,1668.0,5760.0,6,2.0,10.0,FR,France +1717,199328,3,1774,484.0,3064.0,3,1.0,5.0,FR,France +1718,199327,3,2574,918.0,4230.0,4,1.0,7.0,FR,France +1719,199326,3,3048,1450.0,4646.0,5,2.0,8.0,FR,France +1720,199325,3,8348,5260.0,11436.0,15,10.0,20.0,FR,France +1721,199324,3,6624,3747.0,9501.0,12,7.0,17.0,FR,France +1722,199323,3,7424,4302.0,10546.0,13,8.0,18.0,FR,France +1723,199322,3,3432,1849.0,5015.0,6,3.0,9.0,FR,France +1724,199321,3,5942,3670.0,8214.0,10,6.0,14.0,FR,France +1725,199320,3,5137,3157.0,7117.0,9,6.0,12.0,FR,France +1726,199319,3,4593,2725.0,6461.0,8,5.0,11.0,FR,France +1727,199318,3,5027,3075.0,6979.0,9,6.0,12.0,FR,France +1728,199317,3,8111,5138.0,11084.0,14,9.0,19.0,FR,France +1729,199316,3,24932,19468.0,30396.0,43,33.0,53.0,FR,France +1730,199315,3,22181,17147.0,27215.0,39,30.0,48.0,FR,France +1731,199314,3,38266,30865.0,45667.0,67,54.0,80.0,FR,France +1732,199313,3,62987,54506.0,71468.0,110,95.0,125.0,FR,France +1733,199312,3,63493,55956.0,71030.0,111,98.0,124.0,FR,France +1734,199311,3,80548,72628.0,88468.0,140,126.0,154.0,FR,France +1735,199310,3,127910,117688.0,138132.0,223,205.0,241.0,FR,France +1736,199309,3,184150,171378.0,196922.0,321,299.0,343.0,FR,France +1737,199308,3,222932,209051.0,236813.0,389,365.0,413.0,FR,France +1738,199307,3,248494,234936.0,262052.0,433,409.0,457.0,FR,France +1739,199306,3,286939,271830.0,302048.0,500,474.0,526.0,FR,France +1740,199305,3,255890,241516.0,270264.0,446,421.0,471.0,FR,France +1741,199304,3,193107,181261.0,204953.0,337,316.0,358.0,FR,France +1742,199303,3,147854,137256.0,158452.0,258,240.0,276.0,FR,France +1743,199302,3,90269,82164.0,98374.0,157,143.0,171.0,FR,France +1744,199301,3,75288,67244.0,83332.0,131,117.0,145.0,FR,France +1745,199253,3,56622,49107.0,64137.0,99,86.0,112.0,FR,France +1746,199252,3,49588,42568.0,56608.0,87,75.0,99.0,FR,France +1747,199251,3,41156,35024.0,47288.0,72,61.0,83.0,FR,France +1748,199250,3,40100,34699.0,45501.0,70,61.0,79.0,FR,France +1749,199249,3,39146,33847.0,44445.0,69,60.0,78.0,FR,France +1750,199248,3,32392,27499.0,37285.0,57,48.0,66.0,FR,France +1751,199247,3,26276,21797.0,30755.0,46,38.0,54.0,FR,France +1752,199246,3,22758,18462.0,27054.0,40,32.0,48.0,FR,France +1753,199245,3,22023,17804.0,26242.0,39,32.0,46.0,FR,France +1754,199244,3,27619,22945.0,32293.0,48,40.0,56.0,FR,France +1755,199243,3,24969,20704.0,29234.0,44,37.0,51.0,FR,France +1756,199242,3,29980,25261.0,34699.0,52,44.0,60.0,FR,France +1757,199241,3,24091,19953.0,28229.0,42,35.0,49.0,FR,France +1758,199240,3,17593,13885.0,21301.0,31,25.0,37.0,FR,France +1759,199239,3,13535,10301.0,16769.0,24,18.0,30.0,FR,France +1760,199238,3,9837,7106.0,12568.0,17,12.0,22.0,FR,France +1761,199237,3,7480,5130.0,9830.0,13,9.0,17.0,FR,France +1762,199236,3,5155,2958.0,7352.0,9,5.0,13.0,FR,France +1763,199235,3,6383,3687.0,9079.0,11,6.0,16.0,FR,France +1764,199234,3,2953,922.0,4984.0,5,1.0,9.0,FR,France +1765,199233,3,4046,1549.0,6543.0,7,3.0,11.0,FR,France +1766,199232,3,4963,2215.0,7711.0,9,4.0,14.0,FR,France +1767,199231,3,4233,1733.0,6733.0,7,3.0,11.0,FR,France +1768,199230,3,3091,1145.0,5037.0,5,2.0,8.0,FR,France +1769,199229,3,3586,1583.0,5589.0,6,2.0,10.0,FR,France +1770,199228,3,4179,2133.0,6225.0,7,3.0,11.0,FR,France +1771,199227,3,5568,3134.0,8002.0,10,6.0,14.0,FR,France +1772,199226,3,5886,3229.0,8543.0,10,5.0,15.0,FR,France +1773,199225,3,5304,2805.0,7803.0,9,5.0,13.0,FR,France +1774,199224,3,5928,3482.0,8374.0,10,6.0,14.0,FR,France +1775,199223,3,3914,1855.0,5973.0,7,3.0,11.0,FR,France +1776,199222,3,4899,2641.0,7157.0,9,5.0,13.0,FR,France +1777,199221,3,5059,2889.0,7229.0,9,5.0,13.0,FR,France +1778,199220,3,4308,2226.0,6390.0,8,4.0,12.0,FR,France +1779,199219,3,2982,1181.0,4783.0,5,2.0,8.0,FR,France +1780,199218,3,3887,1777.0,5997.0,7,3.0,11.0,FR,France +1781,199217,3,3614,1216.0,6012.0,6,2.0,10.0,FR,France +1782,199216,3,5460,2934.0,7986.0,10,6.0,14.0,FR,France +1783,199215,3,8642,5029.0,12255.0,15,9.0,21.0,FR,France +1784,199214,3,11346,7536.0,15156.0,20,13.0,27.0,FR,France +1785,199213,3,11693,8096.0,15290.0,20,14.0,26.0,FR,France +1786,199212,3,11752,7834.0,15670.0,21,14.0,28.0,FR,France +1787,199211,3,11689,7575.0,15803.0,20,13.0,27.0,FR,France +1788,199210,3,19224,12971.0,25477.0,34,23.0,45.0,FR,France +1789,199209,3,26629,20275.0,32983.0,47,36.0,58.0,FR,France +1790,199208,3,37667,30887.0,44447.0,66,54.0,78.0,FR,France +1791,199207,3,57312,48777.0,65847.0,100,85.0,115.0,FR,France +1792,199206,3,112450,99989.0,124911.0,197,175.0,219.0,FR,France +1793,199205,3,165474,151342.0,179606.0,290,265.0,315.0,FR,France +1794,199204,3,147959,133595.0,162323.0,259,234.0,284.0,FR,France +1795,199203,3,137893,122944.0,152842.0,241,215.0,267.0,FR,France +1796,199202,3,185852,166558.0,205146.0,325,291.0,359.0,FR,France +1797,199201,3,247688,222574.0,272802.0,434,390.0,478.0,FR,France +1798,199152,3,349815,325499.0,374131.0,615,572.0,658.0,FR,France +1799,199151,3,378413,355928.0,400898.0,666,626.0,706.0,FR,France +1800,199150,3,198721,182878.0,214564.0,350,322.0,378.0,FR,France +1801,199149,3,93903,82992.0,104814.0,165,146.0,184.0,FR,France +1802,199148,3,45173,37384.0,52962.0,79,65.0,93.0,FR,France +1803,199147,3,35691,28224.0,43158.0,63,50.0,76.0,FR,France +1804,199146,3,23685,17531.0,29839.0,42,31.0,53.0,FR,France +1805,199145,3,19565,13551.0,25579.0,34,23.0,45.0,FR,France +1806,199144,3,21571,15477.0,27665.0,38,27.0,49.0,FR,France +1807,199143,3,28842,21958.0,35726.0,51,39.0,63.0,FR,France +1808,199142,3,27483,20385.0,34581.0,48,36.0,60.0,FR,France +1809,199141,3,28185,20655.0,35715.0,50,37.0,63.0,FR,France +1810,199140,3,26740,16049.0,37431.0,47,28.0,66.0,FR,France +1811,199139,3,14373,8734.0,20012.0,25,15.0,35.0,FR,France +1812,199138,3,7460,3700.0,11220.0,13,6.0,20.0,FR,France +1813,199137,3,2429,434.0,4424.0,4,0.0,8.0,FR,France +1814,199136,3,2380,0.0,4882.0,4,0.0,8.0,FR,France +1815,199135,3,2372,0.0,5025.0,4,0.0,9.0,FR,France +1816,199134,3,2099,0.0,5104.0,4,0.0,9.0,FR,France +1817,199133,3,1654,0.0,4102.0,3,0.0,7.0,FR,France +1818,199132,3,625,0.0,2190.0,1,0.0,4.0,FR,France +1819,199131,3,2464,0.0,5830.0,4,0.0,10.0,FR,France +1820,199130,3,2382,0.0,6857.0,4,0.0,12.0,FR,France +1821,199129,3,3837,40.0,7634.0,7,0.0,14.0,FR,France +1822,199128,3,3297,152.0,6442.0,6,0.0,12.0,FR,France +1823,199127,3,3164,934.0,5394.0,6,2.0,10.0,FR,France +1824,199126,3,6376,3324.0,9428.0,11,6.0,16.0,FR,France +1825,199125,3,8218,4776.0,11660.0,14,8.0,20.0,FR,France +1826,199124,3,8223,4660.0,11786.0,14,8.0,20.0,FR,France +1827,199123,3,6801,3596.0,10006.0,12,6.0,18.0,FR,France +1828,199122,3,6050,2682.0,9418.0,11,5.0,17.0,FR,France +1829,199121,3,6391,3385.0,9397.0,11,6.0,16.0,FR,France +1830,199120,3,8633,4683.0,12583.0,15,8.0,22.0,FR,France +1831,199119,3,7785,3986.0,11584.0,14,7.0,21.0,FR,France +1832,199118,3,10856,6457.0,15255.0,19,11.0,27.0,FR,France +1833,199117,3,15603,10950.0,20256.0,27,19.0,35.0,FR,France +1834,199116,3,15665,11184.0,20146.0,28,20.0,36.0,FR,France +1835,199115,3,15062,10715.0,19409.0,26,18.0,34.0,FR,France +1836,199114,3,27862,21583.0,34141.0,49,38.0,60.0,FR,France +1837,199113,3,32179,25829.0,38529.0,57,46.0,68.0,FR,France +1838,199112,3,27873,22312.0,33434.0,49,39.0,59.0,FR,France +1839,199111,3,46186,38876.0,53496.0,81,68.0,94.0,FR,France +1840,199110,3,88750,77784.0,99716.0,156,137.0,175.0,FR,France +1841,199109,3,139093,124326.0,153860.0,245,219.0,271.0,FR,France +1842,199108,3,216369,198630.0,234108.0,381,350.0,412.0,FR,France +1843,199107,3,208836,191789.0,225883.0,367,337.0,397.0,FR,France +1844,199106,3,134737,121280.0,148194.0,237,213.0,261.0,FR,France +1845,199105,3,73564,62716.0,84412.0,129,110.0,148.0,FR,France +1846,199104,3,48253,39031.0,57475.0,85,69.0,101.0,FR,France +1847,199103,3,29382,22258.0,36506.0,52,39.0,65.0,FR,France +1848,199102,3,29759,22044.0,37474.0,52,38.0,66.0,FR,France +1849,199101,3,42927,33706.0,52148.0,76,60.0,92.0,FR,France +1850,199052,3,41262,31607.0,50917.0,73,56.0,90.0,FR,France +1851,199051,3,46924,37544.0,56304.0,83,66.0,100.0,FR,France +1852,199050,3,44125,36137.0,52113.0,78,64.0,92.0,FR,France +1853,199049,3,38379,30603.0,46155.0,68,54.0,82.0,FR,France +1854,199048,3,29571,22315.0,36827.0,52,39.0,65.0,FR,France +1855,199047,3,23358,15890.0,30826.0,41,28.0,54.0,FR,France +1856,199046,3,20246,7930.0,32562.0,36,14.0,58.0,FR,France +1857,199045,3,17571,11591.0,23551.0,31,20.0,42.0,FR,France +1858,199044,3,16182,10305.0,22059.0,29,19.0,39.0,FR,France +1859,199043,3,17579,11588.0,23570.0,31,20.0,42.0,FR,France +1860,199042,3,13011,7875.0,18147.0,23,14.0,32.0,FR,France +1861,199041,3,19723,13330.0,26116.0,35,24.0,46.0,FR,France +1862,199040,3,20433,14614.0,26252.0,36,26.0,46.0,FR,France +1863,199039,3,15618,10315.0,20921.0,28,19.0,37.0,FR,France +1864,199038,3,11146,6197.0,16095.0,20,11.0,29.0,FR,France +1865,199037,3,4051,1022.0,7080.0,7,2.0,12.0,FR,France +1866,199036,3,2542,124.0,4960.0,4,0.0,8.0,FR,France +1867,199035,3,934,0.0,2681.0,2,0.0,5.0,FR,France +1868,199034,3,201,0.0,595.0,0,0.0,1.0,FR,France +1869,199033,3,0,0.0,0.0,0,0.0,0.0,FR,France +1870,199032,3,1399,0.0,3849.0,2,0.0,6.0,FR,France +1871,199031,3,881,0.0,2206.0,2,0.0,4.0,FR,France +1872,199030,3,425,0.0,1262.0,1,0.0,2.0,FR,France +1873,199029,3,1077,0.0,2643.0,2,0.0,5.0,FR,France +1874,199028,3,959,0.0,2252.0,2,0.0,4.0,FR,France +1875,199027,3,2948,793.0,5103.0,5,1.0,9.0,FR,France +1876,199026,3,7236,2651.0,11821.0,13,5.0,21.0,FR,France +1877,199025,3,7879,3136.0,12622.0,14,6.0,22.0,FR,France +1878,199024,3,5727,2460.0,8994.0,10,4.0,16.0,FR,France +1879,199023,3,3655,1043.0,6267.0,6,1.0,11.0,FR,France +1880,199022,3,4196,1292.0,7100.0,7,2.0,12.0,FR,France +1881,199021,3,1004,0.0,2367.0,2,0.0,4.0,FR,France +1882,199020,3,4506,1771.0,7241.0,8,3.0,13.0,FR,France +1883,199019,3,5897,2440.0,9354.0,10,4.0,16.0,FR,France +1884,199018,3,1738,141.0,3335.0,3,0.0,6.0,FR,France +1885,199017,3,5278,2197.0,8359.0,9,4.0,14.0,FR,France +1886,199016,3,8129,3754.0,12504.0,14,6.0,22.0,FR,France +1887,199015,3,11707,5831.0,17583.0,21,11.0,31.0,FR,France +1888,199014,3,12862,8177.0,17547.0,23,15.0,31.0,FR,France +1889,199013,3,21879,15088.0,28670.0,39,27.0,51.0,FR,France +1890,199012,3,17035,11135.0,22935.0,30,20.0,40.0,FR,France +1891,199011,3,20018,14311.0,25725.0,35,25.0,45.0,FR,France +1892,199010,3,16294,11045.0,21543.0,29,20.0,38.0,FR,France +1893,199009,3,21793,15460.0,28126.0,39,28.0,50.0,FR,France +1894,199008,3,26110,19342.0,32878.0,46,34.0,58.0,FR,France +1895,199007,3,61742,49720.0,73764.0,109,88.0,130.0,FR,France +1896,199006,3,399984,353345.0,446623.0,707,625.0,789.0,FR,France +1897,199005,3,161765,146354.0,177176.0,286,259.0,313.0,FR,France +1898,199004,3,287771,267698.0,307844.0,509,474.0,544.0,FR,France +1899,199003,3,315466,296550.0,334382.0,558,525.0,591.0,FR,France +1900,199002,3,345060,326087.0,364033.0,610,576.0,644.0,FR,France +1901,199001,3,483600,460913.0,506287.0,855,815.0,895.0,FR,France +1902,198952,3,581149,556023.0,606275.0,1035,990.0,1080.0,FR,France +1903,198951,3,821540,793846.0,849234.0,1463,1414.0,1512.0,FR,France +1904,198950,3,749283,723633.0,774933.0,1334,1288.0,1380.0,FR,France +1905,198949,3,358043,340053.0,376033.0,638,606.0,670.0,FR,France +1906,198948,3,119087,108253.0,129921.0,212,193.0,231.0,FR,France +1907,198947,3,40963,33897.0,48029.0,73,60.0,86.0,FR,France +1908,198946,3,23547,17952.0,29142.0,42,32.0,52.0,FR,France +1909,198945,3,22711,16999.0,28423.0,40,30.0,50.0,FR,France +1910,198944,3,23405,17475.0,29335.0,42,31.0,53.0,FR,France +1911,198943,3,29549,23287.0,35811.0,53,42.0,64.0,FR,France +1912,198942,3,39410,32172.0,46648.0,70,57.0,83.0,FR,France +1913,198941,3,43763,35245.0,52281.0,78,63.0,93.0,FR,France +1914,198940,3,31453,24288.0,38618.0,56,43.0,69.0,FR,France +1915,198939,3,24622,18425.0,30819.0,44,33.0,55.0,FR,France +1916,198938,3,18296,13483.0,23109.0,33,24.0,42.0,FR,France +1917,198937,3,12022,8082.0,15962.0,21,14.0,28.0,FR,France +1918,198936,3,4769,2299.0,7239.0,8,4.0,12.0,FR,France +1919,198935,3,4661,1696.0,7626.0,8,3.0,13.0,FR,France +1920,198934,3,6039,2185.0,9893.0,11,4.0,18.0,FR,France +1921,198933,3,7940,3858.0,12022.0,14,7.0,21.0,FR,France +1922,198932,3,7114,2361.0,11867.0,13,5.0,21.0,FR,France +1923,198931,3,2721,0.0,5478.0,5,0.0,10.0,FR,France +1924,198930,3,3168,561.0,5775.0,6,1.0,11.0,FR,France +1925,198929,3,3909,1504.0,6314.0,7,3.0,11.0,FR,France +1926,198928,3,1284,105.0,2463.0,2,0.0,4.0,FR,France +1927,198927,3,3641,1350.0,5932.0,6,2.0,10.0,FR,France +1928,198926,3,5753,2885.0,8621.0,10,5.0,15.0,FR,France +1929,198925,3,6299,3454.0,9144.0,11,6.0,16.0,FR,France +1930,198924,3,6337,3537.0,9137.0,11,6.0,16.0,FR,France +1931,198923,3,11779,7984.0,15574.0,21,14.0,28.0,FR,France +1932,198922,3,9104,4764.0,13444.0,16,8.0,24.0,FR,France +1933,198921,3,9554,4316.0,14792.0,17,8.0,26.0,FR,France +1934,198920,3,6093,1023.0,11163.0,11,2.0,20.0,FR,France +1935,198919,3,-,,,-,,,FR,France +1936,198918,3,13452,1365.0,25539.0,24,2.0,46.0,FR,France +1937,198917,3,10949,7147.0,14751.0,19,12.0,26.0,FR,France +1938,198916,3,10908,7494.0,14322.0,19,13.0,25.0,FR,France +1939,198915,3,9667,6209.0,13125.0,17,11.0,23.0,FR,France +1940,198914,3,15230,10469.0,19991.0,27,19.0,35.0,FR,France +1941,198913,3,10564,6767.0,14361.0,19,12.0,26.0,FR,France +1942,198912,3,13419,9542.0,17296.0,24,17.0,31.0,FR,France +1943,198911,3,16633,12140.0,21126.0,30,22.0,38.0,FR,France +1944,198910,3,12387,8750.0,16024.0,22,16.0,28.0,FR,France +1945,198909,3,12895,9183.0,16607.0,23,16.0,30.0,FR,France +1946,198908,3,19746,15258.0,24234.0,35,27.0,43.0,FR,France +1947,198907,3,27277,21760.0,32794.0,49,39.0,59.0,FR,France +1948,198906,3,47844,40320.0,55368.0,85,72.0,98.0,FR,France +1949,198905,3,52840,45665.0,60015.0,94,81.0,107.0,FR,France +1950,198904,3,54942,47750.0,62134.0,98,85.0,111.0,FR,France +1951,198903,3,66010,58065.0,73955.0,118,104.0,132.0,FR,France +1952,198902,3,112284,102003.0,122565.0,200,182.0,218.0,FR,France +1953,198901,3,202266,188305.0,216227.0,360,335.0,385.0,FR,France +1954,198852,3,467971,447033.0,488909.0,837,800.0,874.0,FR,France +1955,198851,3,872748,846468.0,899028.0,1562,1515.0,1609.0,FR,France +1956,198850,3,1001824,974799.0,1028849.0,1793,1745.0,1841.0,FR,France +1957,198849,3,966523,940068.0,992978.0,1729,1682.0,1776.0,FR,France +1958,198848,3,637811,614785.0,660837.0,1141,1100.0,1182.0,FR,France +1959,198847,3,246062,231234.0,260890.0,440,413.0,467.0,FR,France +1960,198846,3,92484,83160.0,101808.0,165,148.0,182.0,FR,France +1961,198845,3,53940,46148.0,61732.0,97,83.0,111.0,FR,France +1962,198844,3,42106,35336.0,48876.0,75,63.0,87.0,FR,France +1963,198843,3,38252,31909.0,44595.0,68,57.0,79.0,FR,France +1964,198842,3,45495,38467.0,52523.0,81,68.0,94.0,FR,France +1965,198841,3,46336,39344.0,53328.0,83,70.0,96.0,FR,France +1966,198840,3,39882,33507.0,46257.0,71,60.0,82.0,FR,France +1967,198839,3,43730,36755.0,50705.0,78,66.0,90.0,FR,France +1968,198838,3,35243,29367.0,41119.0,63,52.0,74.0,FR,France +1969,198837,3,15537,11911.0,19163.0,28,22.0,34.0,FR,France +1970,198836,3,7539,4840.0,10238.0,13,8.0,18.0,FR,France +1971,198835,3,7797,4762.0,10832.0,14,9.0,19.0,FR,France +1972,198834,3,4950,2005.0,7895.0,9,4.0,14.0,FR,France +1973,198833,3,7937,3861.0,12013.0,14,7.0,21.0,FR,France +1974,198832,3,7033,2595.0,11471.0,13,5.0,21.0,FR,France +1975,198831,3,8758,3591.0,13925.0,16,7.0,25.0,FR,France +1976,198830,3,4205,1224.0,7186.0,8,3.0,13.0,FR,France +1977,198829,3,6103,1013.0,11193.0,11,2.0,20.0,FR,France +1978,198828,3,8562,3483.0,13641.0,15,6.0,24.0,FR,France +1979,198827,3,4690,2196.0,7184.0,8,4.0,12.0,FR,France +1980,198826,3,7065,3905.0,10225.0,13,7.0,19.0,FR,France +1981,198825,3,7657,4664.0,10650.0,14,9.0,19.0,FR,France +1982,198824,3,6676,3978.0,9374.0,12,7.0,17.0,FR,France +1983,198823,3,8695,5755.0,11635.0,16,11.0,21.0,FR,France +1984,198822,3,11566,8282.0,14850.0,21,15.0,27.0,FR,France +1985,198821,3,11107,7742.0,14472.0,20,14.0,26.0,FR,France +1986,198820,3,14118,10223.0,18013.0,25,18.0,32.0,FR,France +1987,198819,3,18260,13847.0,22673.0,33,25.0,41.0,FR,France +1988,198818,3,20415,16281.0,24549.0,37,30.0,44.0,FR,France +1989,198817,3,21750,17436.0,26064.0,39,31.0,47.0,FR,France +1990,198816,3,33730,27496.0,39964.0,60,49.0,71.0,FR,France +1991,198815,3,70616,61754.0,79478.0,126,110.0,142.0,FR,France +1992,198814,3,123868,113211.0,134525.0,222,203.0,241.0,FR,France +1993,198813,3,193710,181519.0,205901.0,347,325.0,369.0,FR,France +1994,198812,3,283445,268834.0,298056.0,507,481.0,533.0,FR,France +1995,198811,3,316175,300858.0,331492.0,566,539.0,593.0,FR,France +1996,198810,3,235142,222004.0,248280.0,421,397.0,445.0,FR,France +1997,198809,3,135564,125263.0,145865.0,243,225.0,261.0,FR,France +1998,198808,3,87753,78449.0,97057.0,157,140.0,174.0,FR,France +1999,198807,3,77099,68423.0,85775.0,138,122.0,154.0,FR,France +2000,198806,3,69349,61502.0,77196.0,124,110.0,138.0,FR,France +2001,198805,3,72705,64952.0,80458.0,130,116.0,144.0,FR,France +2002,198804,3,72818,64944.0,80692.0,130,116.0,144.0,FR,France +2003,198803,3,68869,60922.0,76816.0,123,109.0,137.0,FR,France +2004,198802,3,59743,51907.0,67579.0,107,93.0,121.0,FR,France +2005,198801,3,60929,52573.0,69285.0,109,94.0,124.0,FR,France +2006,198753,3,47257,38170.0,56344.0,85,69.0,101.0,FR,France +2007,198752,3,11935,2353.0,21517.0,21,4.0,38.0,FR,France +2008,198751,3,47744,34266.0,61222.0,86,62.0,110.0,FR,France +2009,198750,3,57767,50181.0,65353.0,104,90.0,118.0,FR,France +2010,198749,3,49380,42461.0,56299.0,89,77.0,101.0,FR,France +2011,198748,3,41871,35115.0,48627.0,75,63.0,87.0,FR,France +2012,198747,3,29688,23465.0,35911.0,53,42.0,64.0,FR,France +2013,198746,3,37216,30199.0,44233.0,67,54.0,80.0,FR,France +2014,198745,3,35456,29024.0,41888.0,64,52.0,76.0,FR,France +2015,198744,3,41024,33829.0,48219.0,74,61.0,87.0,FR,France +2016,198743,3,46356,38370.0,54342.0,83,69.0,97.0,FR,France +2017,198742,3,38021,30236.0,45806.0,68,54.0,82.0,FR,France +2018,198741,3,42021,32016.0,52026.0,76,58.0,94.0,FR,France +2019,198740,3,24641,15930.0,33352.0,44,28.0,60.0,FR,France +2020,198739,3,32328,23548.0,41108.0,58,42.0,74.0,FR,France +2021,198738,3,16782,11870.0,21694.0,30,21.0,39.0,FR,France +2022,198737,3,11208,6542.0,15874.0,20,12.0,28.0,FR,France +2023,198736,3,7906,4014.0,11798.0,14,7.0,21.0,FR,France +2024,198735,3,6149,2970.0,9328.0,11,5.0,17.0,FR,France +2025,198734,3,6631,2734.0,10528.0,12,5.0,19.0,FR,France +2026,198733,3,6404,1834.0,10974.0,12,4.0,20.0,FR,France +2027,198732,3,7215,2353.0,12077.0,13,4.0,22.0,FR,France +2028,198731,3,8233,3655.0,12811.0,15,7.0,23.0,FR,France +2029,198730,3,4642,1301.0,7983.0,8,2.0,14.0,FR,France +2030,198729,3,4389,913.0,7865.0,8,2.0,14.0,FR,France +2031,198728,3,2702,138.0,5266.0,5,0.0,10.0,FR,France +2032,198727,3,10171,5904.0,14438.0,18,10.0,26.0,FR,France +2033,198726,3,12341,7824.0,16858.0,22,14.0,30.0,FR,France +2034,198725,3,23413,15490.0,31336.0,42,28.0,56.0,FR,France +2035,198724,3,11289,7282.0,15296.0,20,13.0,27.0,FR,France +2036,198723,3,15857,10943.0,20771.0,29,20.0,38.0,FR,France +2037,198722,3,14887,9743.0,20031.0,27,18.0,36.0,FR,France +2038,198721,3,17619,12649.0,22589.0,32,23.0,41.0,FR,France +2039,198720,3,10344,6454.0,14234.0,19,12.0,26.0,FR,France +2040,198719,3,12539,7943.0,17135.0,23,15.0,31.0,FR,France +2041,198718,3,16095,10330.0,21860.0,29,19.0,39.0,FR,France +2042,198717,3,21256,14850.0,27662.0,38,26.0,50.0,FR,France +2043,198716,3,32416,25100.0,39732.0,58,45.0,71.0,FR,France +2044,198715,3,44292,36456.0,52128.0,80,66.0,94.0,FR,France +2045,198714,3,50642,41866.0,59418.0,91,75.0,107.0,FR,France +2046,198713,3,62246,52749.0,71743.0,112,95.0,129.0,FR,France +2047,198712,3,59625,50653.0,68597.0,107,91.0,123.0,FR,France +2048,198711,3,53561,45035.0,62087.0,96,81.0,111.0,FR,France +2049,198710,3,93067,80519.0,105615.0,167,144.0,190.0,FR,France +2050,198709,3,147006,133519.0,160493.0,264,240.0,288.0,FR,France +2051,198708,3,217779,202179.0,233379.0,391,363.0,419.0,FR,France +2052,198707,3,288180,270718.0,305642.0,518,487.0,549.0,FR,France +2053,198706,3,296702,279051.0,314353.0,533,501.0,565.0,FR,France +2054,198705,3,236046,219483.0,252609.0,424,394.0,454.0,FR,France +2055,198704,3,158333,143625.0,173041.0,285,259.0,311.0,FR,France +2056,198703,3,103841,91699.0,115983.0,187,165.0,209.0,FR,France +2057,198702,3,74213,64014.0,84412.0,133,115.0,151.0,FR,France +2058,198701,3,69745,59207.0,80283.0,125,106.0,144.0,FR,France +2059,198652,3,76263,64958.0,87568.0,138,118.0,158.0,FR,France +2060,198651,3,72920,63047.0,82793.0,132,114.0,150.0,FR,France +2061,198650,3,73413,64019.0,82807.0,133,116.0,150.0,FR,France +2062,198649,3,56296,48229.0,64363.0,102,87.0,117.0,FR,France +2063,198648,3,46031,38578.0,53484.0,83,70.0,96.0,FR,France +2064,198647,3,36740,29710.0,43770.0,66,53.0,79.0,FR,France +2065,198646,3,32134,25327.0,38941.0,58,46.0,70.0,FR,France +2066,198645,3,38964,31382.0,46546.0,70,56.0,84.0,FR,France +2067,198644,3,28646,22048.0,35244.0,52,40.0,64.0,FR,France +2068,198643,3,27532,20842.0,34222.0,50,38.0,62.0,FR,France +2069,198642,3,31815,25124.0,38506.0,57,45.0,69.0,FR,France +2070,198641,3,32864,25939.0,39789.0,59,47.0,71.0,FR,France +2071,198640,3,33516,26776.0,40256.0,60,48.0,72.0,FR,France +2072,198639,3,28665,22477.0,34853.0,52,41.0,63.0,FR,France +2073,198638,3,26615,20479.0,32751.0,48,37.0,59.0,FR,France +2074,198637,3,15998,10802.0,21194.0,29,20.0,38.0,FR,France +2075,198636,3,9182,4982.0,13382.0,17,9.0,25.0,FR,France +2076,198635,3,10587,4470.0,16704.0,19,8.0,30.0,FR,France +2077,198634,3,5762,858.0,10666.0,10,1.0,19.0,FR,France +2078,198633,3,3115,554.0,5676.0,6,1.0,11.0,FR,France +2079,198632,3,1027,0.0,2311.0,2,0.0,4.0,FR,France +2080,198631,3,2247,0.0,4574.0,4,0.0,8.0,FR,France +2081,198630,3,2346,141.0,4551.0,4,0.0,8.0,FR,France +2082,198629,3,3654,931.0,6377.0,7,2.0,12.0,FR,France +2083,198628,3,2327,0.0,5318.0,4,0.0,9.0,FR,France +2084,198627,3,7529,3353.0,11705.0,14,6.0,22.0,FR,France +2085,198626,3,8778,5106.0,12450.0,16,9.0,23.0,FR,France +2086,198625,3,11075,6804.0,15346.0,20,12.0,28.0,FR,France +2087,198624,3,11160,7252.0,15068.0,20,13.0,27.0,FR,France +2088,198623,3,14372,9896.0,18848.0,26,18.0,34.0,FR,France +2089,198622,3,9717,5594.0,13840.0,18,11.0,25.0,FR,France +2090,198621,3,14460,9575.0,19345.0,26,17.0,35.0,FR,France +2091,198620,3,17133,12106.0,22160.0,31,22.0,40.0,FR,France +2092,198619,3,22177,16008.0,28346.0,40,29.0,51.0,FR,France +2093,198618,3,31736,24115.0,39357.0,57,43.0,71.0,FR,France +2094,198617,3,34874,27440.0,42308.0,63,50.0,76.0,FR,France +2095,198616,3,41196,32894.0,49498.0,74,59.0,89.0,FR,France +2096,198615,3,42659,33537.0,51781.0,77,61.0,93.0,FR,France +2097,198614,3,49792,39728.0,59856.0,90,72.0,108.0,FR,France +2098,198613,3,87249,63562.0,110936.0,157,114.0,200.0,FR,France +2099,198612,3,124777,97237.0,152317.0,225,175.0,275.0,FR,France +2100,198611,3,168146,151035.0,185257.0,303,272.0,334.0,FR,France +2101,198610,3,257305,231225.0,283385.0,464,417.0,511.0,FR,France +2102,198609,3,321140,296644.0,345636.0,580,536.0,624.0,FR,France +2103,198608,3,448786,419219.0,478353.0,810,757.0,863.0,FR,France +2104,198607,3,490723,460150.0,521296.0,886,831.0,941.0,FR,France +2105,198606,3,439300,411764.0,466836.0,793,743.0,843.0,FR,France +2106,198605,3,364727,339868.0,389586.0,658,613.0,703.0,FR,France +2107,198604,3,348509,322464.0,374554.0,629,582.0,676.0,FR,France +2108,198603,3,271539,248654.0,294424.0,490,449.0,531.0,FR,France +2109,198602,3,178138,159344.0,196932.0,322,288.0,356.0,FR,France +2110,198601,3,112614,96539.0,128689.0,203,174.0,232.0,FR,France +2111,198552,3,86452,72250.0,100654.0,157,131.0,183.0,FR,France +2112,198551,3,114666,99538.0,129794.0,208,181.0,235.0,FR,France +2113,198550,3,86031,73604.0,98458.0,156,133.0,179.0,FR,France +2114,198549,3,65931,55326.0,76536.0,120,101.0,139.0,FR,France +2115,198548,3,68291,57581.0,79001.0,124,105.0,143.0,FR,France +2116,198547,3,66177,55221.0,77133.0,120,100.0,140.0,FR,France +2117,198546,3,70534,58788.0,82280.0,128,107.0,149.0,FR,France +2118,198545,3,57514,47167.0,67861.0,104,85.0,123.0,FR,France +2119,198544,3,67356,55744.0,78968.0,122,101.0,143.0,FR,France +2120,198543,3,87402,74208.0,100596.0,158,134.0,182.0,FR,France +2121,198542,3,76218,64604.0,87832.0,138,117.0,159.0,FR,France +2122,198541,3,45712,36755.0,54669.0,83,67.0,99.0,FR,France +2123,198540,3,49739,40335.0,59143.0,90,73.0,107.0,FR,France +2124,198539,3,39819,31234.0,48404.0,72,56.0,88.0,FR,France +2125,198538,3,27605,20614.0,34596.0,50,37.0,63.0,FR,France +2126,198537,3,22219,15626.0,28812.0,40,28.0,52.0,FR,France +2127,198536,3,27986,18992.0,36980.0,51,35.0,67.0,FR,France +2128,198535,3,30215,18546.0,41884.0,55,34.0,76.0,FR,France +2129,198534,3,40389,24786.0,55992.0,73,45.0,101.0,FR,France +2130,198533,3,22611,8819.0,36403.0,41,16.0,66.0,FR,France +2131,198532,3,7488,1851.0,13125.0,14,4.0,24.0,FR,France +2132,198531,3,16958,8479.0,25437.0,31,16.0,46.0,FR,France +2133,198530,3,11598,5507.0,17689.0,21,10.0,32.0,FR,France +2134,198529,3,13054,6474.0,19634.0,24,12.0,36.0,FR,France +2135,198528,3,14588,7659.0,21517.0,26,13.0,39.0,FR,France +2136,198527,3,19670,11761.0,27579.0,36,22.0,50.0,FR,France +2137,198526,3,18609,12637.0,24581.0,34,23.0,45.0,FR,France +2138,198525,3,19362,12454.0,26270.0,35,22.0,48.0,FR,France +2139,198524,3,19855,13577.0,26133.0,36,25.0,47.0,FR,France +2140,198523,3,19373,10010.0,28736.0,35,18.0,52.0,FR,France +2141,198522,3,24099,17190.0,31008.0,44,31.0,57.0,FR,France +2142,198521,3,26096,19621.0,32571.0,47,35.0,59.0,FR,France +2143,198520,3,27896,20885.0,34907.0,51,38.0,64.0,FR,France +2144,198519,3,43154,32821.0,53487.0,78,59.0,97.0,FR,France +2145,198518,3,40555,29935.0,51175.0,74,55.0,93.0,FR,France +2146,198517,3,34053,24366.0,43740.0,62,44.0,80.0,FR,France +2147,198516,3,50362,36451.0,64273.0,91,66.0,116.0,FR,France +2148,198515,3,63881,45538.0,82224.0,116,83.0,149.0,FR,France +2149,198514,3,134545,114400.0,154690.0,244,207.0,281.0,FR,France +2150,198513,3,197206,176080.0,218332.0,357,319.0,395.0,FR,France +2151,198512,3,245240,223304.0,267176.0,445,405.0,485.0,FR,France +2152,198511,3,276205,252399.0,300011.0,501,458.0,544.0,FR,France +2153,198510,3,353231,326279.0,380183.0,640,591.0,689.0,FR,France +2154,198509,3,369895,341109.0,398681.0,670,618.0,722.0,FR,France +2155,198508,3,389886,359529.0,420243.0,707,652.0,762.0,FR,France +2156,198507,3,471852,432599.0,511105.0,855,784.0,926.0,FR,France +2157,198506,3,565825,518011.0,613639.0,1026,939.0,1113.0,FR,France +2158,198505,3,637302,592795.0,681809.0,1155,1074.0,1236.0,FR,France +2159,198504,3,424937,390794.0,459080.0,770,708.0,832.0,FR,France +2160,198503,3,213901,174689.0,253113.0,388,317.0,459.0,FR,France +2161,198502,3,97586,80949.0,114223.0,177,147.0,207.0,FR,France +2162,198501,3,85489,65918.0,105060.0,155,120.0,190.0,FR,France +2163,198452,3,84830,60602.0,109058.0,154,110.0,198.0,FR,France +2164,198451,3,101726,80242.0,123210.0,185,146.0,224.0,FR,France +2165,198450,3,123680,101401.0,145959.0,225,184.0,266.0,FR,France +2166,198449,3,101073,81684.0,120462.0,184,149.0,219.0,FR,France +2167,198448,3,78620,60634.0,96606.0,143,110.0,176.0,FR,France +2168,198447,3,72029,54274.0,89784.0,131,99.0,163.0,FR,France +2169,198446,3,87330,67686.0,106974.0,159,123.0,195.0,FR,France +2170,198445,3,135223,101414.0,169032.0,246,184.0,308.0,FR,France +2171,198444,3,68422,20056.0,116788.0,125,37.0,213.0,FR,France -- 2.18.1