diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 59d72b5b58a3ae26346460dd39e62a39c55243d7..c7c0264dd5fdbabcb4739ed71617693baba89ae2 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", + "import requests" ] }, { @@ -28,13 +29,26 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "89422" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" + "data_file_name = \"incidence-PAY-3.csv\"\n", + "url = 'http://www.sentiweb.fr/datasets/' + data_file_name\n", + "r = requests.get(url, allow_redirects=True)\n", + "\n", + "open(data_file_name, 'wb').write(r.content)" ] }, { @@ -61,11 +75,978 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "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", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020224637579666253.085339.0114100.0128.0FRFrance
120224534573039260.052200.06959.079.0FRFrance
220224433471328880.040546.05243.061.0FRFrance
320224334476936884.052654.06856.080.0FRFrance
420224234746240773.054151.07262.082.0FRFrance
520224134858342388.054778.07364.082.0FRFrance
620224034192736115.047739.06354.072.0FRFrance
720223933990234168.045636.06051.069.0FRFrance
820223832878123733.033829.04335.051.0FRFrance
920223732139517076.025714.03225.039.0FRFrance
1020223631412010487.017753.02116.026.0FRFrance
11202235392836485.012081.01410.018.0FRFrance
12202234374984731.010265.0117.015.0FRFrance
13202233375864442.010730.0116.016.0FRFrance
142022323122227749.016695.01811.025.0FRFrance
152022313132578905.017609.02013.027.0FRFrance
1620223031500610738.019274.02317.029.0FRFrance
1720222932080115829.025773.03124.038.0FRFrance
1820222832338717970.028804.03527.043.0FRFrance
1920222733601529709.042321.05444.064.0FRFrance
2020222632942124314.034528.04436.052.0FRFrance
2120222532288718582.027192.03529.041.0FRFrance
2220222431929415406.023182.02923.035.0FRFrance
2320222331715913450.020868.02620.032.0FRFrance
2420222231423910930.017548.02116.026.0FRFrance
252022213118048686.014922.01813.023.0FRFrance
2620222031735513600.021110.02620.032.0FRFrance
2720221931717813462.020894.02620.032.0FRFrance
2820221832756922584.032554.04234.050.0FRFrance
2920221733595030255.041645.05445.063.0FRFrance
.................................
195619852132609619621.032571.04735.059.0FRFrance
195719852032789620885.034907.05138.064.0FRFrance
195819851934315432821.053487.07859.097.0FRFrance
195919851834055529935.051175.07455.093.0FRFrance
196019851733405324366.043740.06244.080.0FRFrance
196119851635036236451.064273.09166.0116.0FRFrance
196219851536388145538.082224.011683.0149.0FRFrance
19631985143134545114400.0154690.0244207.0281.0FRFrance
19641985133197206176080.0218332.0357319.0395.0FRFrance
19651985123245240223304.0267176.0445405.0485.0FRFrance
19661985113276205252399.0300011.0501458.0544.0FRFrance
19671985103353231326279.0380183.0640591.0689.0FRFrance
19681985093369895341109.0398681.0670618.0722.0FRFrance
19691985083389886359529.0420243.0707652.0762.0FRFrance
19701985073471852432599.0511105.0855784.0926.0FRFrance
19711985063565825518011.0613639.01026939.01113.0FRFrance
19721985053637302592795.0681809.011551074.01236.0FRFrance
19731985043424937390794.0459080.0770708.0832.0FRFrance
19741985033213901174689.0253113.0388317.0459.0FRFrance
197519850239758680949.0114223.0177147.0207.0FRFrance
197619850138548965918.0105060.0155120.0190.0FRFrance
197719845238483060602.0109058.0154110.0198.0FRFrance
1978198451310172680242.0123210.0185146.0224.0FRFrance
19791984503123680101401.0145959.0225184.0266.0FRFrance
1980198449310107381684.0120462.0184149.0219.0FRFrance
198119844837862060634.096606.0143110.0176.0FRFrance
198219844737202954274.089784.013199.0163.0FRFrance
198319844638733067686.0106974.0159123.0195.0FRFrance
19841984453135223101414.0169032.0246184.0308.0FRFrance
198519844436842220056.0116788.012537.0213.0FRFrance
\n", + "

1986 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202246 3 75796 66253.0 85339.0 114 100.0 \n", + "1 202245 3 45730 39260.0 52200.0 69 59.0 \n", + "2 202244 3 34713 28880.0 40546.0 52 43.0 \n", + "3 202243 3 44769 36884.0 52654.0 68 56.0 \n", + "4 202242 3 47462 40773.0 54151.0 72 62.0 \n", + "5 202241 3 48583 42388.0 54778.0 73 64.0 \n", + "6 202240 3 41927 36115.0 47739.0 63 54.0 \n", + "7 202239 3 39902 34168.0 45636.0 60 51.0 \n", + "8 202238 3 28781 23733.0 33829.0 43 35.0 \n", + "9 202237 3 21395 17076.0 25714.0 32 25.0 \n", + "10 202236 3 14120 10487.0 17753.0 21 16.0 \n", + "11 202235 3 9283 6485.0 12081.0 14 10.0 \n", + "12 202234 3 7498 4731.0 10265.0 11 7.0 \n", + "13 202233 3 7586 4442.0 10730.0 11 6.0 \n", + "14 202232 3 12222 7749.0 16695.0 18 11.0 \n", + "15 202231 3 13257 8905.0 17609.0 20 13.0 \n", + "16 202230 3 15006 10738.0 19274.0 23 17.0 \n", + "17 202229 3 20801 15829.0 25773.0 31 24.0 \n", + "18 202228 3 23387 17970.0 28804.0 35 27.0 \n", + "19 202227 3 36015 29709.0 42321.0 54 44.0 \n", + "20 202226 3 29421 24314.0 34528.0 44 36.0 \n", + "21 202225 3 22887 18582.0 27192.0 35 29.0 \n", + "22 202224 3 19294 15406.0 23182.0 29 23.0 \n", + "23 202223 3 17159 13450.0 20868.0 26 20.0 \n", + "24 202222 3 14239 10930.0 17548.0 21 16.0 \n", + "25 202221 3 11804 8686.0 14922.0 18 13.0 \n", + "26 202220 3 17355 13600.0 21110.0 26 20.0 \n", + "27 202219 3 17178 13462.0 20894.0 26 20.0 \n", + "28 202218 3 27569 22584.0 32554.0 42 34.0 \n", + "29 202217 3 35950 30255.0 41645.0 54 45.0 \n", + "... ... ... ... ... ... ... ... \n", + "1956 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1957 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1958 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1959 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1960 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1961 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1962 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1963 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1964 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1965 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1966 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1967 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1968 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1969 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1970 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1971 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1972 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1973 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1974 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1975 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1976 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1977 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1978 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1979 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1980 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1981 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1982 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1983 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1984 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1985 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 128.0 FR France \n", + "1 79.0 FR France \n", + "2 61.0 FR France \n", + "3 80.0 FR France \n", + "4 82.0 FR France \n", + "5 82.0 FR France \n", + "6 72.0 FR France \n", + "7 69.0 FR France \n", + "8 51.0 FR France \n", + "9 39.0 FR France \n", + "10 26.0 FR France \n", + "11 18.0 FR France \n", + "12 15.0 FR France \n", + "13 16.0 FR France \n", + "14 25.0 FR France \n", + "15 27.0 FR France \n", + "16 29.0 FR France \n", + "17 38.0 FR France \n", + "18 43.0 FR France \n", + "19 64.0 FR France \n", + "20 52.0 FR France \n", + "21 41.0 FR France \n", + "22 35.0 FR France \n", + "23 32.0 FR France \n", + "24 26.0 FR France \n", + "25 23.0 FR France \n", + "26 32.0 FR France \n", + "27 32.0 FR France \n", + "28 50.0 FR France \n", + "29 63.0 FR France \n", + "... ... ... ... \n", + "1956 59.0 FR France \n", + "1957 64.0 FR France \n", + "1958 97.0 FR France \n", + "1959 93.0 FR France \n", + "1960 80.0 FR France \n", + "1961 116.0 FR France \n", + "1962 149.0 FR France \n", + "1963 281.0 FR France \n", + "1964 395.0 FR France \n", + "1965 485.0 FR France \n", + "1966 544.0 FR France \n", + "1967 689.0 FR France \n", + "1968 722.0 FR France \n", + "1969 762.0 FR France \n", + "1970 926.0 FR France \n", + "1971 1113.0 FR France \n", + "1972 1236.0 FR France \n", + "1973 832.0 FR France \n", + "1974 459.0 FR France \n", + "1975 207.0 FR France \n", + "1976 190.0 FR France \n", + "1977 198.0 FR France \n", + "1978 224.0 FR France \n", + "1979 266.0 FR France \n", + "1980 219.0 FR France \n", + "1981 176.0 FR France \n", + "1982 163.0 FR France \n", + "1983 195.0 FR France \n", + "1984 308.0 FR France \n", + "1985 213.0 FR France \n", + "\n", + "[1986 rows x 10 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "raw_data = pd.read_csv(data_url, skiprows=1)\n", + "raw_data = pd.read_csv(data_file_name, skiprows=1)\n", "raw_data" ] }, @@ -78,9 +1059,73 @@ }, { "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", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
174919891930NaNNaN0NaNNaNFRFrance
\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n", + "1749 198919 3 0 NaN NaN 0 NaN NaN \n", + "\n", + " geo_insee geo_name \n", + "1749 FR France " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] @@ -94,9 +1139,976 @@ }, { "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
020224637579666253.085339.0114100.0128.0FRFrance
120224534573039260.052200.06959.079.0FRFrance
220224433471328880.040546.05243.061.0FRFrance
320224334476936884.052654.06856.080.0FRFrance
420224234746240773.054151.07262.082.0FRFrance
520224134858342388.054778.07364.082.0FRFrance
620224034192736115.047739.06354.072.0FRFrance
720223933990234168.045636.06051.069.0FRFrance
820223832878123733.033829.04335.051.0FRFrance
920223732139517076.025714.03225.039.0FRFrance
1020223631412010487.017753.02116.026.0FRFrance
11202235392836485.012081.01410.018.0FRFrance
12202234374984731.010265.0117.015.0FRFrance
13202233375864442.010730.0116.016.0FRFrance
142022323122227749.016695.01811.025.0FRFrance
152022313132578905.017609.02013.027.0FRFrance
1620223031500610738.019274.02317.029.0FRFrance
1720222932080115829.025773.03124.038.0FRFrance
1820222832338717970.028804.03527.043.0FRFrance
1920222733601529709.042321.05444.064.0FRFrance
2020222632942124314.034528.04436.052.0FRFrance
2120222532288718582.027192.03529.041.0FRFrance
2220222431929415406.023182.02923.035.0FRFrance
2320222331715913450.020868.02620.032.0FRFrance
2420222231423910930.017548.02116.026.0FRFrance
252022213118048686.014922.01813.023.0FRFrance
2620222031735513600.021110.02620.032.0FRFrance
2720221931717813462.020894.02620.032.0FRFrance
2820221832756922584.032554.04234.050.0FRFrance
2920221733595030255.041645.05445.063.0FRFrance
.................................
195619852132609619621.032571.04735.059.0FRFrance
195719852032789620885.034907.05138.064.0FRFrance
195819851934315432821.053487.07859.097.0FRFrance
195919851834055529935.051175.07455.093.0FRFrance
196019851733405324366.043740.06244.080.0FRFrance
196119851635036236451.064273.09166.0116.0FRFrance
196219851536388145538.082224.011683.0149.0FRFrance
19631985143134545114400.0154690.0244207.0281.0FRFrance
19641985133197206176080.0218332.0357319.0395.0FRFrance
19651985123245240223304.0267176.0445405.0485.0FRFrance
19661985113276205252399.0300011.0501458.0544.0FRFrance
19671985103353231326279.0380183.0640591.0689.0FRFrance
19681985093369895341109.0398681.0670618.0722.0FRFrance
19691985083389886359529.0420243.0707652.0762.0FRFrance
19701985073471852432599.0511105.0855784.0926.0FRFrance
19711985063565825518011.0613639.01026939.01113.0FRFrance
19721985053637302592795.0681809.011551074.01236.0FRFrance
19731985043424937390794.0459080.0770708.0832.0FRFrance
19741985033213901174689.0253113.0388317.0459.0FRFrance
197519850239758680949.0114223.0177147.0207.0FRFrance
197619850138548965918.0105060.0155120.0190.0FRFrance
197719845238483060602.0109058.0154110.0198.0FRFrance
1978198451310172680242.0123210.0185146.0224.0FRFrance
19791984503123680101401.0145959.0225184.0266.0FRFrance
1980198449310107381684.0120462.0184149.0219.0FRFrance
198119844837862060634.096606.0143110.0176.0FRFrance
198219844737202954274.089784.013199.0163.0FRFrance
198319844638733067686.0106974.0159123.0195.0FRFrance
19841984453135223101414.0169032.0246184.0308.0FRFrance
198519844436842220056.0116788.012537.0213.0FRFrance
\n", + "

1985 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202246 3 75796 66253.0 85339.0 114 100.0 \n", + "1 202245 3 45730 39260.0 52200.0 69 59.0 \n", + "2 202244 3 34713 28880.0 40546.0 52 43.0 \n", + "3 202243 3 44769 36884.0 52654.0 68 56.0 \n", + "4 202242 3 47462 40773.0 54151.0 72 62.0 \n", + "5 202241 3 48583 42388.0 54778.0 73 64.0 \n", + "6 202240 3 41927 36115.0 47739.0 63 54.0 \n", + "7 202239 3 39902 34168.0 45636.0 60 51.0 \n", + "8 202238 3 28781 23733.0 33829.0 43 35.0 \n", + "9 202237 3 21395 17076.0 25714.0 32 25.0 \n", + "10 202236 3 14120 10487.0 17753.0 21 16.0 \n", + "11 202235 3 9283 6485.0 12081.0 14 10.0 \n", + "12 202234 3 7498 4731.0 10265.0 11 7.0 \n", + "13 202233 3 7586 4442.0 10730.0 11 6.0 \n", + "14 202232 3 12222 7749.0 16695.0 18 11.0 \n", + "15 202231 3 13257 8905.0 17609.0 20 13.0 \n", + "16 202230 3 15006 10738.0 19274.0 23 17.0 \n", + "17 202229 3 20801 15829.0 25773.0 31 24.0 \n", + "18 202228 3 23387 17970.0 28804.0 35 27.0 \n", + "19 202227 3 36015 29709.0 42321.0 54 44.0 \n", + "20 202226 3 29421 24314.0 34528.0 44 36.0 \n", + "21 202225 3 22887 18582.0 27192.0 35 29.0 \n", + "22 202224 3 19294 15406.0 23182.0 29 23.0 \n", + "23 202223 3 17159 13450.0 20868.0 26 20.0 \n", + "24 202222 3 14239 10930.0 17548.0 21 16.0 \n", + "25 202221 3 11804 8686.0 14922.0 18 13.0 \n", + "26 202220 3 17355 13600.0 21110.0 26 20.0 \n", + "27 202219 3 17178 13462.0 20894.0 26 20.0 \n", + "28 202218 3 27569 22584.0 32554.0 42 34.0 \n", + "29 202217 3 35950 30255.0 41645.0 54 45.0 \n", + "... ... ... ... ... ... ... ... \n", + "1956 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "1957 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "1958 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "1959 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "1960 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "1961 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "1962 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "1963 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "1964 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "1965 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "1966 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "1967 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "1968 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "1969 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "1970 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "1971 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "1972 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "1973 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "1974 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "1975 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "1976 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "1977 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "1978 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "1979 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "1980 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "1981 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "1982 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "1983 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "1984 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "1985 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 128.0 FR France \n", + "1 79.0 FR France \n", + "2 61.0 FR France \n", + "3 80.0 FR France \n", + "4 82.0 FR France \n", + "5 82.0 FR France \n", + "6 72.0 FR France \n", + "7 69.0 FR France \n", + "8 51.0 FR France \n", + "9 39.0 FR France \n", + "10 26.0 FR France \n", + "11 18.0 FR France \n", + "12 15.0 FR France \n", + "13 16.0 FR France \n", + "14 25.0 FR France \n", + "15 27.0 FR France \n", + "16 29.0 FR France \n", + "17 38.0 FR France \n", + "18 43.0 FR France \n", + "19 64.0 FR France \n", + "20 52.0 FR France \n", + "21 41.0 FR France \n", + "22 35.0 FR France \n", + "23 32.0 FR France \n", + "24 26.0 FR France \n", + "25 23.0 FR France \n", + "26 32.0 FR France \n", + "27 32.0 FR France \n", + "28 50.0 FR France \n", + "29 63.0 FR France \n", + "... ... ... ... \n", + "1956 59.0 FR France \n", + "1957 64.0 FR France \n", + "1958 97.0 FR France \n", + "1959 93.0 FR France \n", + "1960 80.0 FR France \n", + "1961 116.0 FR France \n", + "1962 149.0 FR France \n", + "1963 281.0 FR France \n", + "1964 395.0 FR France \n", + "1965 485.0 FR France \n", + "1966 544.0 FR France \n", + "1967 689.0 FR France \n", + "1968 722.0 FR France \n", + "1969 762.0 FR France \n", + "1970 926.0 FR France \n", + "1971 1113.0 FR France \n", + "1972 1236.0 FR France \n", + "1973 832.0 FR France \n", + "1974 459.0 FR France \n", + "1975 207.0 FR France \n", + "1976 190.0 FR France \n", + "1977 198.0 FR France \n", + "1978 224.0 FR France \n", + "1979 266.0 FR France \n", + "1980 219.0 FR France \n", + "1981 176.0 FR France \n", + "1982 163.0 FR France \n", + "1983 195.0 FR France \n", + "1984 308.0 FR France \n", + "1985 213.0 FR France \n", + "\n", + "[1985 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -122,7 +2134,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -152,10 +2164,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 7, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -179,9 +2189,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n" + ] + } + ], "source": [ "periods = sorted_data.index\n", "for p1, p2 in zip(periods[:-1], periods[1:]):\n", @@ -199,9 +2217,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "sorted_data['inc'].plot()" ] @@ -215,9 +2256,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "sorted_data['inc'][-200:].plot()" ] @@ -252,10 +2316,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 11, + "metadata": {}, "outputs": [], "source": [ "first_august_week = [pd.Period(pd.Timestamp(y, 8, 1), 'W')\n", @@ -274,7 +2336,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -298,9 +2360,32 @@ }, { "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": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "yearly_incidence.plot(style='*')" ] @@ -314,9 +2399,56 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "2021 743449\n", + "2014 1600941\n", + "1991 1659249\n", + "1995 1840410\n", + "2020 2010315\n", + "2012 2175217\n", + "2003 2234584\n", + "2019 2254386\n", + "2006 2307352\n", + "2017 2321583\n", + "2001 2529279\n", + "1992 2574578\n", + "1993 2703886\n", + "2018 2705325\n", + "1988 2765617\n", + "2007 2780164\n", + "1987 2855570\n", + "2016 2856393\n", + "2011 2857040\n", + "2008 2973918\n", + "1998 3034904\n", + "2002 3125418\n", + "2009 3444020\n", + "1994 3514763\n", + "1996 3539413\n", + "2004 3567744\n", + "1997 3620066\n", + "2015 3654892\n", + "2000 3826372\n", + "2005 3835025\n", + "1999 3908112\n", + "2010 4111392\n", + "2013 4182691\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -331,9 +2463,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "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)" ] @@ -341,9 +2496,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [] } @@ -364,7 +2517,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.6.4" } }, "nbformat": 4, diff --git a/module3/exo1/incidence-PAY-3.csv b/module3/exo1/incidence-PAY-3.csv new file mode 100644 index 0000000000000000000000000000000000000000..c04ff11c621ca712d7d9f3daf7dcce2af7c12885 --- /dev/null +++ b/module3/exo1/incidence-PAY-3.csv @@ -0,0 +1,1988 @@ +# @source="réseau Sentinelles, INSERM, Sorbonne Université, http://www.sentiweb.fr", @meta={"period":[198444,202246],"geo":["PAY","1"],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false}, @date=2022-11-24T22:52:38+01:00 +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202246,3,75796,66253,85339,114,100,128,FR,France +202245,3,45730,39260,52200,69,59,79,FR,France +202244,3,34713,28880,40546,52,43,61,FR,France +202243,3,44769,36884,52654,68,56,80,FR,France +202242,3,47462,40773,54151,72,62,82,FR,France +202241,3,48583,42388,54778,73,64,82,FR,France +202240,3,41927,36115,47739,63,54,72,FR,France +202239,3,39902,34168,45636,60,51,69,FR,France +202238,3,28781,23733,33829,43,35,51,FR,France +202237,3,21395,17076,25714,32,25,39,FR,France +202236,3,14120,10487,17753,21,16,26,FR,France +202235,3,9283,6485,12081,14,10,18,FR,France +202234,3,7498,4731,10265,11,7,15,FR,France +202233,3,7586,4442,10730,11,6,16,FR,France +202232,3,12222,7749,16695,18,11,25,FR,France +202231,3,13257,8905,17609,20,13,27,FR,France +202230,3,15006,10738,19274,23,17,29,FR,France +202229,3,20801,15829,25773,31,24,38,FR,France +202228,3,23387,17970,28804,35,27,43,FR,France +202227,3,36015,29709,42321,54,44,64,FR,France +202226,3,29421,24314,34528,44,36,52,FR,France +202225,3,22887,18582,27192,35,29,41,FR,France +202224,3,19294,15406,23182,29,23,35,FR,France +202223,3,17159,13450,20868,26,20,32,FR,France +202222,3,14239,10930,17548,21,16,26,FR,France +202221,3,11804,8686,14922,18,13,23,FR,France +202220,3,17355,13600,21110,26,20,32,FR,France +202219,3,17178,13462,20894,26,20,32,FR,France +202218,3,27569,22584,32554,42,34,50,FR,France +202217,3,35950,30255,41645,54,45,63,FR,France +202216,3,54405,46976,61834,82,71,93,FR,France +202215,3,106385,96079,116691,160,144,176,FR,France +202214,3,159637,147889,171385,241,223,259,FR,France +202213,3,187355,175153,199557,283,265,301,FR,France +202212,3,159809,148839,170779,241,224,258,FR,France +202211,3,113273,104095,122451,171,157,185,FR,France +202210,3,80177,72368,87986,121,109,133,FR,France +202209,3,43750,37938,49562,66,57,75,FR,France +202208,3,28034,23245,32823,42,35,49,FR,France +202207,3,31636,26432,36840,48,40,56,FR,France +202206,3,42557,36599,48515,64,55,73,FR,France +202205,3,60757,53958,67556,92,82,102,FR,France +202204,3,66266,59163,73369,100,89,111,FR,France +202203,3,67412,60291,74533,102,91,113,FR,France +202202,3,52140,45949,58331,79,70,88,FR,France +202201,3,54128,47329,60927,82,72,92,FR,France +202152,3,47704,40795,54613,72,62,82,FR,France +202151,3,35349,29486,41212,54,45,63,FR,France +202150,3,33994,28706,39282,51,43,59,FR,France +202149,3,34014,28982,39046,51,43,59,FR,France +202148,3,34805,29778,39832,53,45,61,FR,France +202147,3,30075,25306,34844,46,39,53,FR,France +202146,3,23814,19612,28016,36,30,42,FR,France +202145,3,15536,12190,18882,24,19,29,FR,France +202144,3,15187,11671,18703,23,18,28,FR,France +202143,3,19326,15025,23627,29,22,36,FR,France +202142,3,22672,18238,27106,34,27,41,FR,France +202141,3,18960,15099,22821,29,23,35,FR,France +202140,3,17994,14318,21670,27,21,33,FR,France +202139,3,15052,11668,18436,23,18,28,FR,France +202138,3,11419,8602,14236,17,13,21,FR,France +202137,3,9530,6793,12267,14,10,18,FR,France +202136,3,7817,5342,10292,12,8,16,FR,France +202135,3,8055,5388,10722,12,8,16,FR,France +202134,3,8603,5639,11567,13,9,17,FR,France +202133,3,6737,3925,9549,10,6,14,FR,France +202132,3,8699,5303,12095,13,8,18,FR,France +202131,3,10665,6766,14564,16,10,22,FR,France +202130,3,8567,5241,11893,13,8,18,FR,France +202129,3,8493,5378,11608,13,8,18,FR,France +202128,3,5925,3110,8740,9,5,13,FR,France +202127,3,5534,3022,8046,8,4,12,FR,France +202126,3,4073,2066,6080,6,3,9,FR,France +202125,3,3659,2076,5242,6,4,8,FR,France +202124,3,3166,1659,4673,5,3,7,FR,France +202123,3,3842,2184,5500,6,3,9,FR,France +202122,3,4723,2869,6577,7,4,10,FR,France +202121,3,5572,3533,7611,8,5,11,FR,France +202120,3,7469,5128,9810,11,7,15,FR,France +202119,3,6658,4440,8876,10,7,13,FR,France +202118,3,6411,4249,8573,10,7,13,FR,France +202117,3,8211,5657,10765,12,8,16,FR,France +202116,3,12448,9252,15644,19,14,24,FR,France +202115,3,15512,12062,18962,23,18,28,FR,France +202114,3,17316,13724,20908,26,21,31,FR,France +202113,3,22165,18137,26193,34,28,40,FR,France +202112,3,25903,21582,30224,39,32,46,FR,France +202111,3,20134,16351,23917,30,24,36,FR,France +202110,3,16895,13527,20263,26,21,31,FR,France +202109,3,13211,10035,16387,20,15,25,FR,France +202108,3,16398,12827,19969,25,20,30,FR,France +202107,3,18894,15116,22672,29,23,35,FR,France +202106,3,19658,15802,23514,30,24,36,FR,France +202105,3,19086,15419,22753,29,23,35,FR,France +202104,3,22822,18658,26986,35,29,41,FR,France +202103,3,19811,16030,23592,30,24,36,FR,France +202102,3,16315,12933,19697,25,20,30,FR,France +202101,3,19301,15463,23139,29,23,35,FR,France +202053,3,14614,10694,18534,22,16,28,FR,France +202052,3,11028,7506,14550,17,12,22,FR,France +202051,3,12111,9016,15206,18,13,23,FR,France +202050,3,12421,9354,15488,19,14,24,FR,France +202049,3,11427,8505,14349,17,13,21,FR,France +202048,3,13672,10387,16957,21,16,26,FR,France +202047,3,15021,11641,18401,23,18,28,FR,France +202046,3,22523,18413,26633,34,28,40,FR,France +202045,3,36865,31522,42208,56,48,64,FR,France +202044,3,38970,33265,44675,59,50,68,FR,France +202043,3,36794,31144,42444,56,47,65,FR,France +202042,3,30581,25622,35540,46,38,54,FR,France +202041,3,24197,19849,28545,37,30,44,FR,France +202040,3,18194,14366,22022,28,22,34,FR,France +202039,3,18607,14641,22573,28,22,34,FR,France +202038,3,23252,18902,27602,35,28,42,FR,France +202037,3,14028,10699,17357,21,16,26,FR,France +202036,3,5364,3404,7324,8,5,11,FR,France +202035,3,3960,2027,5893,6,3,9,FR,France +202034,3,3098,1118,5078,5,2,8,FR,France +202033,3,1900,348,3452,3,1,5,FR,France +202032,3,2073,369,3777,3,0,6,FR,France +202031,3,3144,1228,5060,5,2,8,FR,France +202030,3,4833,2546,7120,7,4,10,FR,France +202029,3,5730,3374,8086,9,5,13,FR,France +202028,3,4330,2406,6254,7,4,10,FR,France +202027,3,2029,797,3261,3,1,5,FR,France +202026,3,1322,344,2300,2,1,3,FR,France +202025,3,1395,373,2417,2,0,4,FR,France +202024,3,1166,333,1999,2,1,3,FR,France +202023,3,1408,434,2382,2,1,3,FR,France +202022,3,1743,620,2866,3,1,5,FR,France +202021,3,3318,1749,4887,5,3,7,FR,France +202020,3,7745,5375,10115,12,8,16,FR,France +202019,3,8590,6087,11093,13,9,17,FR,France +202018,3,12223,9182,15264,19,14,24,FR,France +202017,3,15685,12264,19106,24,19,29,FR,France +202016,3,21122,17112,25132,32,26,38,FR,France +202015,3,34593,29369,39817,53,45,61,FR,France +202014,3,74213,66885,81541,113,102,124,FR,France +202013,3,110261,101606,118916,167,154,180,FR,France +202012,3,105276,96720,113832,160,147,173,FR,France +202011,3,112943,104468,121418,172,159,185,FR,France +202010,3,105145,96812,113478,160,147,173,FR,France +202009,3,110696,102066,119326,168,155,181,FR,France +202008,3,143753,133984,153522,218,203,233,FR,France +202007,3,183610,172812,194408,279,263,295,FR,France +202006,3,206669,195481,217857,314,297,331,FR,France +202005,3,187957,177445,198469,285,269,301,FR,France +202004,3,122331,113492,131170,186,173,199,FR,France +202003,3,78413,71330,85496,119,108,130,FR,France +202002,3,53614,47654,59574,81,72,90,FR,France +202001,3,36850,31608,42092,56,48,64,FR,France +201952,3,28135,23220,33050,43,36,50,FR,France +201951,3,29786,25042,34530,45,38,52,FR,France +201950,3,34223,29156,39290,52,44,60,FR,France +201949,3,25662,21414,29910,39,33,45,FR,France +201948,3,22367,18055,26679,34,27,41,FR,France +201947,3,18669,14759,22579,28,22,34,FR,France +201946,3,16030,12567,19493,24,19,29,FR,France +201945,3,10138,7160,13116,15,10,20,FR,France +201944,3,7822,5010,10634,12,8,16,FR,France +201943,3,9487,6448,12526,14,9,19,FR,France +201942,3,7747,5243,10251,12,8,16,FR,France +201941,3,7122,4720,9524,11,7,15,FR,France +201940,3,8505,5784,11226,13,9,17,FR,France +201939,3,7091,4462,9720,11,7,15,FR,France +201938,3,4897,2891,6903,7,4,10,FR,France +201937,3,3172,1367,4977,5,2,8,FR,France +201936,3,2295,728,3862,3,1,5,FR,France +201935,3,1010,2,2018,2,0,4,FR,France +201934,3,1672,279,3065,3,1,5,FR,France +201933,3,1593,68,3118,2,0,4,FR,France +201932,3,1592,71,3113,2,0,4,FR,France +201931,3,2337,695,3979,4,2,6,FR,France +201930,3,1944,415,3473,3,1,5,FR,France +201929,3,2096,420,3772,3,0,6,FR,France +201928,3,1195,125,2265,2,0,4,FR,France +201927,3,2466,848,4084,4,2,6,FR,France +201926,3,1798,402,3194,3,1,5,FR,France +201925,3,1544,389,2699,2,0,4,FR,France +201924,3,876,17,1735,1,0,2,FR,France +201923,3,2004,748,3260,3,1,5,FR,France +201922,3,2181,602,3760,3,1,5,FR,France +201921,3,2585,1102,4068,4,2,6,FR,France +201920,3,2891,1202,4580,4,1,7,FR,France +201919,3,3221,1509,4933,5,2,8,FR,France +201918,3,1385,278,2492,2,0,4,FR,France +201917,3,3166,1348,4984,5,2,8,FR,France +201916,3,3842,1973,5711,6,3,9,FR,France +201915,3,5932,3669,8195,9,6,12,FR,France +201914,3,12675,9167,16183,19,14,24,FR,France +201913,3,16513,12530,20496,25,19,31,FR,France +201912,3,22184,17786,26582,34,27,41,FR,France +201911,3,31553,26556,36550,48,40,56,FR,France +201910,3,49742,43268,56216,76,66,86,FR,France +201909,3,88354,79564,97144,134,121,147,FR,France +201908,3,172604,160024,185184,262,243,281,FR,France +201907,3,307338,291220,323456,467,443,491,FR,France +201906,3,394286,376782,411790,599,572,626,FR,France +201905,3,355785,339295,372275,540,515,565,FR,France +201904,3,241090,227261,254919,366,345,387,FR,France +201903,3,147063,135890,158236,223,206,240,FR,France +201902,3,75548,67632,83464,115,103,127,FR,France +201901,3,50295,43525,57065,76,66,86,FR,France +201852,3,37903,31375,44431,58,48,68,FR,France +201851,3,39259,32977,45541,60,50,70,FR,France +201850,3,27781,22638,32924,42,34,50,FR,France +201849,3,19738,15481,23995,30,24,36,FR,France +201848,3,19501,15275,23727,30,24,36,FR,France +201847,3,15949,12105,19793,24,18,30,FR,France +201846,3,11278,7957,14599,17,12,22,FR,France +201845,3,11065,7791,14339,17,12,22,FR,France +201844,3,6586,3875,9297,10,6,14,FR,France +201843,3,6550,3988,9112,10,6,14,FR,France +201842,3,7787,5129,10445,12,8,16,FR,France +201841,3,8048,5098,10998,12,8,16,FR,France +201840,3,7409,4717,10101,11,7,15,FR,France +201839,3,7174,4235,10113,11,7,15,FR,France +201838,3,7349,4399,10299,11,7,15,FR,France +201837,3,4915,2386,7444,7,3,11,FR,France +201836,3,3215,1349,5081,5,2,8,FR,France +201835,3,1506,239,2773,2,0,4,FR,France +201834,3,1368,116,2620,2,0,4,FR,France +201833,3,1962,5,3919,3,0,6,FR,France +201832,3,1839,183,3495,3,0,6,FR,France +201831,3,2048,242,3854,3,0,6,FR,France +201830,3,1951,202,3700,3,0,6,FR,France +201829,3,1951,252,3650,3,0,6,FR,France +201828,3,1654,52,3256,3,1,5,FR,France +201827,3,3266,1145,5387,5,2,8,FR,France +201826,3,3758,1493,6023,6,3,9,FR,France +201825,3,4580,2220,6940,7,3,11,FR,France +201824,3,3223,1351,5095,5,2,8,FR,France +201823,3,1207,136,2278,2,0,4,FR,France +201822,3,3202,1330,5074,5,2,8,FR,France +201821,3,2537,763,4311,4,1,7,FR,France +201820,3,2694,967,4421,4,1,7,FR,France +201819,3,1025,0,2098,2,0,4,FR,France +201818,3,3541,1416,5666,5,2,8,FR,France +201817,3,2573,1003,4143,4,2,6,FR,France +201816,3,4818,2724,6912,7,4,10,FR,France +201815,3,16311,12168,20454,25,19,31,FR,France +201814,3,22666,18092,27240,35,28,42,FR,France +201813,3,32680,25536,39824,50,39,61,FR,France +201812,3,52040,44590,59490,79,68,90,FR,France +201811,3,65159,56506,73812,99,86,112,FR,France +201810,3,93512,83989,103035,142,128,156,FR,France +201809,3,108545,98645,118445,165,150,180,FR,France +201808,3,131870,120950,142790,201,184,218,FR,France +201807,3,141138,130177,152099,215,198,232,FR,France +201806,3,138810,128164,149456,211,195,227,FR,France +201805,3,157839,146646,169032,240,223,257,FR,France +201804,3,175483,163835,187131,267,249,285,FR,France +201803,3,178329,166640,190018,271,253,289,FR,France +201802,3,198079,185663,210495,302,283,321,FR,France +201801,3,235493,220941,250045,358,336,380,FR,France +201752,3,299114,279359,318869,459,429,489,FR,France +201751,3,229448,214366,244530,352,329,375,FR,France +201750,3,129535,118787,140283,199,183,215,FR,France +201749,3,63789,56120,71458,98,86,110,FR,France +201748,3,37568,31541,43595,58,49,67,FR,France +201747,3,24972,19923,30021,38,30,46,FR,France +201746,3,13398,9948,16848,21,16,26,FR,France +201745,3,14035,8091,19979,22,13,31,FR,France +201744,3,8544,5318,11770,13,8,18,FR,France +201743,3,7300,4402,10198,11,7,15,FR,France +201742,3,9966,6503,13429,15,10,20,FR,France +201741,3,12434,8718,16150,19,13,25,FR,France +201740,3,12725,8690,16760,20,14,26,FR,France +201739,3,14949,10534,19364,23,16,30,FR,France +201738,3,11463,7438,15488,18,12,24,FR,France +201737,3,9716,6364,13068,15,10,20,FR,France +201736,3,2815,917,4713,4,1,7,FR,France +201735,3,2794,850,4738,4,1,7,FR,France +201734,3,2497,879,4115,4,2,6,FR,France +201733,3,2406,766,4046,4,1,7,FR,France +201732,3,2667,879,4455,4,1,7,FR,France +201731,3,3256,1158,5354,5,2,8,FR,France +201730,3,3759,1299,6219,6,2,10,FR,France +201729,3,5014,1989,8039,8,3,13,FR,France +201728,3,5271,2576,7966,8,4,12,FR,France +201727,3,3924,1432,6416,6,2,10,FR,France +201726,3,3171,1166,5176,5,2,8,FR,France +201725,3,837,0,1721,1,0,2,FR,France +201724,3,1566,248,2884,2,0,4,FR,France +201723,3,1664,203,3125,3,1,5,FR,France +201722,3,1305,92,2518,2,0,4,FR,France +201721,3,971,0,2046,1,0,3,FR,France +201720,3,2686,793,4579,4,1,7,FR,France +201719,3,3461,1490,5432,5,2,8,FR,France +201718,3,2102,515,3689,3,1,5,FR,France +201717,3,2071,428,3714,3,0,6,FR,France +201716,3,1380,222,2538,2,0,4,FR,France +201715,3,479,0,1242,1,0,2,FR,France +201714,3,1110,0,2549,2,0,4,FR,France +201713,3,7594,3808,11380,12,6,18,FR,France +201712,3,8780,4834,12726,13,7,19,FR,France +201711,3,7814,4329,11299,12,7,17,FR,France +201710,3,11802,7964,15640,18,12,24,FR,France +201709,3,13111,9099,17123,20,14,26,FR,France +201708,3,29545,23136,35954,45,35,55,FR,France +201707,3,59590,49764,69416,91,76,106,FR,France +201706,3,93628,82560,104696,144,127,161,FR,France +201705,3,193677,179255,208099,297,275,319,FR,France +201704,3,256428,240618,272238,394,370,418,FR,France +201703,3,267276,251345,283207,410,386,434,FR,France +201702,3,260588,245070,276106,400,376,424,FR,France +201701,3,255535,239743,271327,392,368,416,FR,France +201652,3,224489,207799,241179,345,319,371,FR,France +201651,3,187704,172655,202753,288,265,311,FR,France +201650,3,126570,115081,138059,194,176,212,FR,France +201649,3,76390,67374,85406,117,103,131,FR,France +201648,3,40502,33949,47055,62,52,72,FR,France +201647,3,22270,17612,26928,34,27,41,FR,France +201646,3,20816,16125,25507,32,25,39,FR,France +201645,3,15957,11448,20466,24,17,31,FR,France +201644,3,15145,10357,19933,23,16,30,FR,France +201643,3,9378,5830,12926,14,9,19,FR,France +201642,3,12920,9044,16796,20,14,26,FR,France +201641,3,13909,9709,18109,21,15,27,FR,France +201640,3,13379,8969,17789,21,14,28,FR,France +201639,3,10598,6814,14382,16,10,22,FR,France +201638,3,5969,3073,8865,9,5,13,FR,France +201637,3,4065,1538,6592,6,2,10,FR,France +201636,3,2372,473,4271,4,1,7,FR,France +201635,3,3420,1350,5490,5,2,8,FR,France +201634,3,2233,0,4643,3,0,7,FR,France +201633,3,1567,0,3938,2,0,6,FR,France +201632,3,2100,93,4107,3,0,6,FR,France +201631,3,3691,0,9120,6,0,14,FR,France +201630,3,3209,644,5774,5,1,9,FR,France +201629,3,1469,0,3073,2,0,4,FR,France +201628,3,2725,357,5093,4,0,8,FR,France +201627,3,5905,2343,9467,9,4,14,FR,France +201626,3,4186,1636,6736,6,2,10,FR,France +201625,3,4611,1560,7662,7,2,12,FR,France +201624,3,4977,2404,7550,8,4,12,FR,France +201623,3,4893,2416,7370,8,4,12,FR,France +201622,3,5667,3015,8319,9,5,13,FR,France +201621,3,5603,2475,8731,9,4,14,FR,France +201620,3,3908,1679,6137,6,3,9,FR,France +201619,3,4738,2308,7168,7,3,11,FR,France +201618,3,8204,4394,12014,13,7,19,FR,France +201617,3,13385,8822,17948,21,14,28,FR,France +201616,3,25670,19632,31708,39,30,48,FR,France +201615,3,48441,39824,57058,74,61,87,FR,France +201614,3,92603,81261,103945,142,125,159,FR,France +201613,3,170654,156387,184921,262,240,284,FR,France +201612,3,272174,254338,290010,418,391,445,FR,France +201611,3,304543,286453,322633,467,439,495,FR,France +201610,3,261822,245799,277845,402,377,427,FR,France +201609,3,229943,214533,245353,353,329,377,FR,France +201608,3,195067,180874,209260,299,277,321,FR,France +201607,3,207359,193223,221495,318,296,340,FR,France +201606,3,196143,182672,209614,301,280,322,FR,France +201605,3,178963,166296,191630,275,256,294,FR,France +201604,3,148473,136591,160355,228,210,246,FR,France +201603,3,75277,66630,83924,116,103,129,FR,France +201602,3,44617,37821,51413,68,58,78,FR,France +201601,3,42263,35556,48970,65,55,75,FR,France +201553,3,24835,19106,30564,38,29,47,FR,France +201552,3,19495,14319,24671,30,22,38,FR,France +201551,3,29080,23014,35146,45,36,54,FR,France +201550,3,25043,19812,30274,39,31,47,FR,France +201549,3,21479,16686,26272,33,26,40,FR,France +201548,3,16428,12273,20583,25,19,31,FR,France +201547,3,14959,10856,19062,23,17,29,FR,France +201546,3,12599,8237,16961,20,13,27,FR,France +201545,3,13577,9192,17962,21,14,28,FR,France +201544,3,14596,10025,19167,23,16,30,FR,France +201543,3,16749,11745,21753,26,18,34,FR,France +201542,3,18675,13613,23737,29,21,37,FR,France +201541,3,13585,9830,17340,21,15,27,FR,France +201540,3,13100,9349,16851,20,14,26,FR,France +201539,3,8595,5671,11519,13,8,18,FR,France +201538,3,8402,4929,11875,13,8,18,FR,France +201537,3,8817,4089,13545,14,7,21,FR,France +201536,3,1922,440,3404,3,1,5,FR,France +201535,3,229,0,644,0,0,1,FR,France +201534,3,760,0,1618,1,0,2,FR,France +201533,3,1537,208,2866,2,0,4,FR,France +201532,3,1594,66,3122,2,0,4,FR,France +201531,3,2845,475,5215,4,0,8,FR,France +201530,3,2447,353,4541,4,1,7,FR,France +201529,3,2389,332,4446,4,1,7,FR,France +201528,3,2089,105,4073,3,0,6,FR,France +201527,3,2257,393,4121,3,0,6,FR,France +201526,3,2536,774,4298,4,1,7,FR,France +201525,3,2607,680,4534,4,1,7,FR,France +201524,3,2849,1000,4698,4,1,7,FR,France +201523,3,2702,857,4547,4,1,7,FR,France +201522,3,4262,1989,6535,7,3,11,FR,France +201521,3,5547,2875,8219,9,5,13,FR,France +201520,3,4594,2040,7148,7,3,11,FR,France +201519,3,6307,3256,9358,10,5,15,FR,France +201518,3,3664,1544,5784,6,3,9,FR,France +201517,3,6382,3523,9241,10,6,14,FR,France +201516,3,12098,7913,16283,19,13,25,FR,France +201515,3,19458,14192,24724,30,22,38,FR,France +201514,3,30940,24617,37263,48,38,58,FR,France +201513,3,49563,41986,57140,77,65,89,FR,France +201512,3,70024,61079,78969,109,95,123,FR,France +201511,3,99295,88838,109752,154,138,170,FR,France +201510,3,143931,131682,156180,223,204,242,FR,France +201509,3,238947,222902,254992,370,345,395,FR,France +201508,3,409972,388670,431274,635,602,668,FR,France +201507,3,517750,494301,541199,802,766,838,FR,France +201506,3,533317,510627,556007,827,792,862,FR,France +201505,3,457911,436964,478858,710,678,742,FR,France +201504,3,292161,275491,308831,453,427,479,FR,France +201503,3,153931,141290,166572,239,219,259,FR,France +201502,3,104096,93358,114834,161,144,178,FR,France +201501,3,70962,60505,81419,110,94,126,FR,France +201452,3,63168,52705,73631,98,82,114,FR,France +201451,3,45346,38002,52690,71,60,82,FR,France +201450,3,42182,35049,49315,66,55,77,FR,France +201449,3,33537,27281,39793,52,42,62,FR,France +201448,3,28156,21896,34416,44,34,54,FR,France +201447,3,18158,13186,23130,28,20,36,FR,France +201446,3,14764,10174,19354,23,16,30,FR,France +201445,3,16172,11449,20895,25,18,32,FR,France +201444,3,15500,10464,20536,24,16,32,FR,France +201443,3,16011,10653,21369,25,17,33,FR,France +201442,3,21651,15828,27474,34,25,43,FR,France +201441,3,22486,16295,28677,35,25,45,FR,France +201440,3,16526,11583,21469,26,18,34,FR,France +201439,3,8583,5054,12112,13,8,18,FR,France +201438,3,10567,6496,14638,16,10,22,FR,France +201437,3,7714,3780,11648,12,6,18,FR,France +201436,3,5018,1949,8087,8,3,13,FR,France +201435,3,2268,355,4181,4,1,7,FR,France +201434,3,2367,250,4484,4,1,7,FR,France +201433,3,2358,0,4875,4,0,8,FR,France +201432,3,3229,447,6011,5,1,9,FR,France +201431,3,4143,349,7937,6,0,12,FR,France +201430,3,4631,902,8360,7,1,13,FR,France +201429,3,5122,1258,8986,8,2,14,FR,France +201428,3,4145,1200,7090,6,1,11,FR,France +201427,3,4823,1997,7649,8,4,12,FR,France +201426,3,3858,1235,6481,6,2,10,FR,France +201425,3,4564,1276,7852,7,2,12,FR,France +201424,3,2007,249,3765,3,0,6,FR,France +201423,3,5164,1853,8475,8,3,13,FR,France +201422,3,6907,1856,11958,11,3,19,FR,France +201421,3,4523,1039,8007,7,2,12,FR,France +201420,3,5881,2432,9330,9,4,14,FR,France +201419,3,3588,1277,5899,6,2,10,FR,France +201418,3,4708,1654,7762,7,2,12,FR,France +201417,3,2989,625,5353,5,1,9,FR,France +201416,3,7057,3381,10733,11,5,17,FR,France +201415,3,10800,6762,14838,17,11,23,FR,France +201414,3,19217,13490,24944,30,21,39,FR,France +201413,3,21577,15435,27719,34,24,44,FR,France +201412,3,23524,17260,29788,37,27,47,FR,France +201411,3,44513,35939,53087,69,56,82,FR,France +201410,3,86105,73497,98713,134,114,154,FR,France +201409,3,147035,131889,162181,229,205,253,FR,France +201408,3,188419,171950,204888,293,267,319,FR,France +201407,3,208726,191283,226169,325,298,352,FR,France +201406,3,160403,145280,175526,250,226,274,FR,France +201405,3,120261,107176,133346,187,167,207,FR,France +201404,3,85280,74414,96146,133,116,150,FR,France +201403,3,64159,54089,74229,100,84,116,FR,France +201402,3,46850,38202,55498,73,60,86,FR,France +201401,3,35624,27451,43797,55,42,68,FR,France +201352,3,30142,22721,37563,47,35,59,FR,France +201351,3,29787,23215,36359,47,37,57,FR,France +201350,3,24055,18214,29896,38,29,47,FR,France +201349,3,18071,13058,23084,28,20,36,FR,France +201348,3,17606,12195,23017,28,20,36,FR,France +201347,3,22636,16343,28929,35,25,45,FR,France +201346,3,13340,8367,18313,21,13,29,FR,France +201345,3,10596,6057,15135,17,10,24,FR,France +201344,3,10193,5622,14764,16,9,23,FR,France +201343,3,15780,9497,22063,25,15,35,FR,France +201342,3,14830,9545,20115,23,15,31,FR,France +201341,3,12391,7265,17517,19,11,27,FR,France +201340,3,9794,5140,14448,15,8,22,FR,France +201339,3,5371,1704,9038,8,2,14,FR,France +201338,3,9324,4198,14450,15,7,23,FR,France +201337,3,5027,1752,8302,8,3,13,FR,France +201336,3,4639,1425,7853,7,2,12,FR,France +201335,3,1291,0,3112,2,0,5,FR,France +201334,3,1889,0,4912,3,0,8,FR,France +201333,3,4740,348,9132,7,0,14,FR,France +201332,3,4709,549,8869,7,0,14,FR,France +201331,3,2270,0,5811,4,0,10,FR,France +201330,3,2169,0,4630,3,0,7,FR,France +201329,3,1696,0,3558,3,0,6,FR,France +201328,3,983,0,2168,2,0,4,FR,France +201327,3,4278,1327,7229,7,2,12,FR,France +201326,3,3488,839,6137,5,1,9,FR,France +201325,3,2735,0,5826,4,0,9,FR,France +201324,3,7245,2997,11493,11,4,18,FR,France +201323,3,16094,8918,23270,25,14,36,FR,France +201322,3,7245,2923,11567,11,4,18,FR,France +201321,3,5974,2401,9547,9,3,15,FR,France +201320,3,3831,1245,6417,6,2,10,FR,France +201319,3,1166,0,2680,2,0,4,FR,France +201318,3,3415,757,6073,5,1,9,FR,France +201317,3,7941,2950,12932,12,4,20,FR,France +201316,3,9520,4758,14282,15,8,22,FR,France +201315,3,19357,13311,25403,30,21,39,FR,France +201314,3,36855,27737,45973,58,44,72,FR,France +201313,3,43236,34048,52424,68,54,82,FR,France +201312,3,60822,50414,71230,95,79,111,FR,France +201311,3,84308,72456,96160,132,113,151,FR,France +201310,3,165558,148471,182645,259,232,286,FR,France +201309,3,259984,239067,280901,407,374,440,FR,France +201308,3,351626,327537,375715,550,512,588,FR,France +201307,3,470076,443682,496470,736,695,777,FR,France +201306,3,471647,445112,498182,738,696,780,FR,France +201305,3,492026,464729,519323,770,727,813,FR,France +201304,3,391525,367182,415868,613,575,651,FR,France +201303,3,224661,207134,242188,352,325,379,FR,France +201302,3,184159,168343,199975,288,263,313,FR,France +201301,3,163491,147340,179642,256,231,281,FR,France +201252,3,159290,141978,176602,251,224,278,FR,France +201251,3,113901,99835,127967,179,157,201,FR,France +201250,3,79918,68086,91750,126,107,145,FR,France +201249,3,47537,38711,56363,75,61,89,FR,France +201248,3,43006,32863,53149,68,52,84,FR,France +201247,3,39223,29140,49306,62,46,78,FR,France +201246,3,26436,18286,34586,42,29,55,FR,France +201245,3,18893,12799,24987,30,20,40,FR,France +201244,3,13106,8784,17428,21,14,28,FR,France +201243,3,17791,11284,24298,28,18,38,FR,France +201242,3,13096,8369,17823,21,14,28,FR,France +201241,3,18675,12010,25340,29,19,39,FR,France +201240,3,17873,11545,24201,28,18,38,FR,France +201239,3,20257,14180,26334,32,22,42,FR,France +201238,3,14715,9178,20252,23,14,32,FR,France +201237,3,7775,3509,12041,12,5,19,FR,France +201236,3,6384,2420,10348,10,4,16,FR,France +201235,3,8277,2206,14348,13,3,23,FR,France +201234,3,3858,0,8641,6,0,14,FR,France +201233,3,6492,840,12144,10,1,19,FR,France +201232,3,6381,0,14034,10,0,22,FR,France +201231,3,2696,0,5763,4,0,9,FR,France +201230,3,1834,0,4194,3,0,7,FR,France +201229,3,6329,1424,11234,10,2,18,FR,France +201228,3,4628,1091,8165,7,1,13,FR,France +201227,3,4162,1487,6837,7,3,11,FR,France +201226,3,4819,1097,8541,8,2,14,FR,France +201225,3,2669,530,4808,4,1,7,FR,France +201224,3,5977,2335,9619,9,3,15,FR,France +201223,3,2361,576,4146,4,1,7,FR,France +201222,3,5772,2435,9109,9,4,14,FR,France +201221,3,3722,821,6623,6,1,11,FR,France +201220,3,2731,897,4565,4,1,7,FR,France +201219,3,3267,1317,5217,5,2,8,FR,France +201218,3,2328,569,4087,4,1,7,FR,France +201217,3,6982,2701,11263,11,4,18,FR,France +201216,3,11455,6874,16036,18,11,25,FR,France +201215,3,20437,13435,27439,32,21,43,FR,France +201214,3,36740,27799,45681,58,44,72,FR,France +201213,3,62917,50171,75663,99,79,119,FR,France +201212,3,84738,71566,97910,133,112,154,FR,France +201211,3,128945,113778,144112,203,179,227,FR,France +201210,3,174704,157337,192071,275,248,302,FR,France +201209,3,225648,206810,244486,355,325,385,FR,France +201208,3,287293,264901,309685,452,417,487,FR,France +201207,3,263557,242711,284403,415,382,448,FR,France +201206,3,175123,158942,191304,276,251,301,FR,France +201205,3,106110,92524,119696,167,146,188,FR,France +201204,3,67778,56784,78772,107,90,124,FR,France +201203,3,49440,40981,57899,78,65,91,FR,France +201202,3,40507,32652,48362,64,52,76,FR,France +201201,3,45104,35640,54568,71,56,86,FR,France +201152,3,36532,28367,44697,58,45,71,FR,France +201151,3,25835,19002,32668,41,30,52,FR,France +201150,3,24155,18145,30165,38,28,48,FR,France +201149,3,27209,20376,34042,43,32,54,FR,France +201148,3,32358,24451,40265,51,38,64,FR,France +201147,3,17627,11780,23474,28,19,37,FR,France +201146,3,22368,15730,29006,35,24,46,FR,France +201145,3,18104,11995,24213,29,19,39,FR,France +201144,3,14050,8471,19629,22,13,31,FR,France +201143,3,21522,14251,28793,34,22,46,FR,France +201142,3,16932,11363,22501,27,18,36,FR,France +201141,3,7486,4024,10948,12,7,17,FR,France +201140,3,14053,8659,19447,22,13,31,FR,France +201139,3,17021,11062,22980,27,18,36,FR,France +201138,3,14007,8465,19549,22,13,31,FR,France +201137,3,8365,4174,12556,13,6,20,FR,France +201136,3,4606,1714,7498,7,2,12,FR,France +201135,3,4178,1634,6722,7,3,11,FR,France +201134,3,3312,683,5941,5,1,9,FR,France +201133,3,2421,0,5277,4,0,9,FR,France +201132,3,2590,119,5061,4,0,8,FR,France +201131,3,2409,320,4498,4,1,7,FR,France +201130,3,3972,1395,6549,6,2,10,FR,France +201129,3,2265,717,3813,4,2,6,FR,France +201128,3,1977,255,3699,3,0,6,FR,France +201127,3,3524,551,6497,6,1,11,FR,France +201126,3,1155,0,2685,2,0,4,FR,France +201125,3,3791,1006,6576,6,2,10,FR,France +201124,3,3507,1149,5865,6,2,10,FR,France +201123,3,3406,1170,5642,5,1,9,FR,France +201122,3,3122,1125,5119,5,2,8,FR,France +201121,3,2694,769,4619,4,1,7,FR,France +201120,3,3951,1443,6459,6,2,10,FR,France +201119,3,5416,1995,8837,9,4,14,FR,France +201118,3,5306,1815,8797,8,2,14,FR,France +201117,3,2659,310,5008,4,0,8,FR,France +201116,3,5061,1988,8134,8,3,13,FR,France +201115,3,6557,3038,10076,10,4,16,FR,France +201114,3,7352,3784,10920,12,6,18,FR,France +201113,3,8749,5213,12285,14,8,20,FR,France +201112,3,12491,7845,17137,20,13,27,FR,France +201111,3,14619,10009,19229,23,16,30,FR,France +201110,3,33628,26073,41183,53,41,65,FR,France +201109,3,54522,46057,62987,86,73,99,FR,France +201108,3,78392,67885,88899,124,107,141,FR,France +201107,3,149219,134798,163640,236,213,259,FR,France +201106,3,216579,200236,232922,343,317,369,FR,France +201105,3,278192,260235,296149,440,412,468,FR,France +201104,3,278218,259626,296810,440,411,469,FR,France +201103,3,275882,257313,294451,437,408,466,FR,France +201102,3,308949,288320,329578,489,456,522,FR,France +201101,3,309933,288190,331676,490,456,524,FR,France +201052,3,228105,208046,248164,363,331,395,FR,France +201051,3,158957,142576,175338,253,227,279,FR,France +201050,3,104874,91639,118109,167,146,188,FR,France +201049,3,54971,46418,63524,88,74,102,FR,France +201048,3,36982,29304,44660,59,47,71,FR,France +201047,3,26598,20123,33073,42,32,52,FR,France +201046,3,15465,10915,20015,25,18,32,FR,France +201045,3,9040,5772,12308,14,9,19,FR,France +201044,3,15833,10255,21411,25,16,34,FR,France +201043,3,16002,11001,21003,25,17,33,FR,France +201042,3,18709,13376,24042,30,22,38,FR,France +201041,3,17352,12182,22522,28,20,36,FR,France +201040,3,18331,12824,23838,29,20,38,FR,France +201039,3,11978,7913,16043,19,13,25,FR,France +201038,3,8936,4906,12966,14,8,20,FR,France +201037,3,5318,2551,8085,8,4,12,FR,France +201036,3,4954,2058,7850,8,3,13,FR,France +201035,3,4279,1604,6954,7,3,11,FR,France +201034,3,4926,566,9286,8,1,15,FR,France +201033,3,2950,0,6507,5,0,11,FR,France +201032,3,671,0,1522,1,0,2,FR,France +201031,3,2732,509,4955,4,0,8,FR,France +201030,3,3989,1068,6910,6,1,11,FR,France +201029,3,4123,1531,6715,7,3,11,FR,France +201028,3,1209,0,2640,2,0,4,FR,France +201027,3,2494,433,4555,4,1,7,FR,France +201026,3,5808,2454,9162,9,4,14,FR,France +201025,3,8019,4395,11643,13,7,19,FR,France +201024,3,3584,1657,5511,6,3,9,FR,France +201023,3,4016,1905,6127,6,3,9,FR,France +201022,3,6251,3664,8838,10,6,14,FR,France +201021,3,3860,1636,6084,6,2,10,FR,France +201020,3,2470,442,4498,4,1,7,FR,France +201019,3,2273,636,3910,4,1,7,FR,France +201018,3,4095,1639,6551,7,3,11,FR,France +201017,3,2216,817,3615,4,2,6,FR,France +201016,3,3471,1085,5857,6,2,10,FR,France +201015,3,3990,1376,6604,6,2,10,FR,France +201014,3,6188,3191,9185,10,5,15,FR,France +201013,3,6705,3665,9745,11,6,16,FR,France +201012,3,6727,3582,9872,11,6,16,FR,France +201011,3,8692,5002,12382,14,8,20,FR,France +201010,3,8844,5465,12223,14,9,19,FR,France +201009,3,12081,7334,16828,19,11,27,FR,France +201008,3,15433,10422,20444,25,17,33,FR,France +201007,3,19690,11728,27652,31,18,44,FR,France +201006,3,27858,18883,36833,44,30,58,FR,France +201005,3,22197,17019,27375,35,27,43,FR,France +201004,3,33817,26151,41483,54,42,66,FR,France +201003,3,36236,27936,44536,58,45,71,FR,France +201002,3,40691,32891,48491,65,53,77,FR,France +201001,3,66574,56164,76984,106,89,123,FR,France +200953,3,96141,81818,110464,153,130,176,FR,France +200952,3,172872,153238,192506,275,244,306,FR,France +200951,3,247809,229140,266478,395,365,425,FR,France +200950,3,379424,355974,402874,604,567,641,FR,France +200949,3,473718,447756,499680,754,713,795,FR,France +200948,3,467551,441506,493596,744,703,785,FR,France +200947,3,378924,355752,402096,603,566,640,FR,France +200946,3,223847,203918,243776,356,324,388,FR,France +200945,3,147046,131155,162937,234,209,259,FR,France +200944,3,170231,151298,189164,271,241,301,FR,France +200943,3,131408,114883,147933,209,183,235,FR,France +200942,3,99387,84491,114283,158,134,182,FR,France +200941,3,100802,86381,115223,160,137,183,FR,France +200940,3,111587,97628,125546,178,156,200,FR,France +200939,3,121267,106153,136381,193,169,217,FR,France +200938,3,137924,121242,154606,220,193,247,FR,France +200937,3,101332,87522,115142,161,139,183,FR,France +200936,3,46024,36435,55613,73,58,88,FR,France +200935,3,31660,23669,39651,50,37,63,FR,France +200934,3,24985,17699,32271,40,28,52,FR,France +200933,3,24435,16308,32562,39,26,52,FR,France +200932,3,23151,14624,31678,37,23,51,FR,France +200931,3,30255,9818,50692,48,15,81,FR,France +200930,3,13868,7861,19875,22,12,32,FR,France +200929,3,10704,5314,16094,17,8,26,FR,France +200928,3,15516,273,30759,25,1,49,FR,France +200927,3,10354,2760,17948,16,4,28,FR,France +200926,3,9932,5257,14607,16,9,23,FR,France +200925,3,7619,4026,11212,12,6,18,FR,France +200924,3,7794,3409,12179,12,5,19,FR,France +200923,3,4342,1975,6709,7,3,11,FR,France +200922,3,6390,3020,9760,10,5,15,FR,France +200921,3,7118,3704,10532,11,6,16,FR,France +200920,3,9482,5804,13160,15,9,21,FR,France +200919,3,7538,4299,10777,12,7,17,FR,France +200918,3,9627,5121,14133,15,8,22,FR,France +200917,3,9537,5267,13807,15,8,22,FR,France +200916,3,14666,9218,20114,23,14,32,FR,France +200915,3,17533,12137,22929,28,19,37,FR,France +200914,3,26324,19150,33498,42,31,53,FR,France +200913,3,27737,20781,34693,44,33,55,FR,France +200912,3,38811,29935,47687,62,48,76,FR,France +200911,3,40410,30705,50115,64,49,79,FR,France +200910,3,53395,41943,64847,85,67,103,FR,France +200909,3,70558,57400,83716,112,91,133,FR,France +200908,3,109100,94840,123360,174,151,197,FR,France +200907,3,141531,125101,157961,225,199,251,FR,France +200906,3,276274,252759,299789,440,403,477,FR,France +200905,3,401868,375032,428704,640,597,683,FR,France +200904,3,545313,512892,577734,868,816,920,FR,France +200903,3,520957,487271,554643,829,775,883,FR,France +200902,3,287145,262869,311421,457,418,496,FR,France +200901,3,200349,180878,219820,319,288,350,FR,France +200852,3,198418,115769,281067,323,188,458,FR,France +200851,3,112588,96656,128520,184,158,210,FR,France +200850,3,51746,43319,60173,84,70,98,FR,France +200849,3,34950,27527,42373,57,45,69,FR,France +200848,3,25604,18563,32645,42,31,53,FR,France +200847,3,18706,10838,26574,30,17,43,FR,France +200846,3,10899,5461,16337,18,9,27,FR,France +200845,3,12472,7082,17862,20,11,29,FR,France +200844,3,9772,5661,13883,16,9,23,FR,France +200843,3,9345,5541,13149,15,9,21,FR,France +200842,3,9087,5572,12602,15,9,21,FR,France +200841,3,9925,5637,14213,16,9,23,FR,France +200840,3,7869,4535,11203,13,8,18,FR,France +200839,3,2195,506,3884,4,1,7,FR,France +200838,3,3679,1481,5877,6,2,10,FR,France +200837,3,2429,561,4297,4,1,7,FR,France +200836,3,2512,492,4532,4,1,7,FR,France +200835,3,1901,0,4869,3,0,8,FR,France +200834,3,2552,0,6509,4,0,10,FR,France +200833,3,7229,0,16106,12,0,26,FR,France +200832,3,4378,107,8649,7,0,14,FR,France +200831,3,3972,621,7323,6,1,11,FR,France +200830,3,3821,643,6999,6,1,11,FR,France +200829,3,2055,0,4225,3,0,7,FR,France +200828,3,3257,208,6306,5,0,10,FR,France +200827,3,2862,474,5250,5,1,9,FR,France +200826,3,897,0,2062,1,0,3,FR,France +200825,3,2006,360,3652,3,0,6,FR,France +200824,3,3217,823,5611,5,1,9,FR,France +200823,3,2906,1006,4806,5,2,8,FR,France +200822,3,1792,451,3133,3,1,5,FR,France +200821,3,3642,925,6359,6,2,10,FR,France +200820,3,6452,2790,10114,11,5,17,FR,France +200819,3,5173,1485,8861,8,2,14,FR,France +200818,3,5315,1770,8860,9,3,15,FR,France +200817,3,10150,5835,14465,17,10,24,FR,France +200816,3,11876,7054,16698,19,11,27,FR,France +200815,3,22871,16253,29489,37,26,48,FR,France +200814,3,45610,27907,63313,74,45,103,FR,France +200813,3,38600,29300,47900,63,48,78,FR,France +200812,3,53169,43299,63039,87,71,103,FR,France +200811,3,62014,50430,73598,101,82,120,FR,France +200810,3,90342,75729,104955,147,123,171,FR,France +200809,3,119696,104205,135187,195,170,220,FR,France +200808,3,198688,180749,216627,324,295,353,FR,France +200807,3,286498,264535,308461,467,431,503,FR,France +200806,3,377097,350714,403480,615,572,658,FR,France +200805,3,344050,320436,367664,561,523,599,FR,France +200804,3,290196,268193,312199,473,437,509,FR,France +200803,3,260268,233385,287151,424,380,468,FR,France +200802,3,160872,145311,176433,262,237,287,FR,France +200801,3,102562,88547,116577,167,144,190,FR,France +200752,3,86742,72295,101189,141,117,165,FR,France +200751,3,61954,51764,72144,101,84,118,FR,France +200750,3,45366,36923,53809,74,60,88,FR,France +200749,3,38351,26177,50525,63,43,83,FR,France +200748,3,48174,35418,60930,79,58,100,FR,France +200747,3,30716,23351,38081,50,38,62,FR,France +200746,3,18204,12267,24141,30,20,40,FR,France +200745,3,15521,10195,20847,25,16,34,FR,France +200744,3,13904,9072,18736,23,15,31,FR,France +200743,3,16212,10778,21646,26,17,35,FR,France +200742,3,20197,13955,26439,33,23,43,FR,France +200741,3,12987,8464,17510,21,14,28,FR,France +200740,3,13517,2983,24051,22,5,39,FR,France +200739,3,15985,7519,24451,26,12,40,FR,France +200738,3,4769,837,8701,8,2,14,FR,France +200737,3,1449,300,2598,2,0,4,FR,France +200736,3,1100,0,2424,2,0,4,FR,France +200735,3,1177,0,2872,2,0,5,FR,France +200734,3,3353,654,6052,5,1,9,FR,France +200733,3,4189,360,8018,7,1,13,FR,France +200732,3,132,0,688,0,0,1,FR,France +200731,3,1965,0,4461,3,0,7,FR,France +200730,3,2158,0,4583,4,0,8,FR,France +200729,3,3406,240,6572,6,1,11,FR,France +200728,3,1459,0,3467,2,0,5,FR,France +200727,3,1453,0,3382,2,0,5,FR,France +200726,3,157,0,513,0,0,1,FR,France +200725,3,3699,0,7778,6,0,13,FR,France +200724,3,2854,481,5227,5,1,9,FR,France +200723,3,5343,2164,8522,9,4,14,FR,France +200722,3,7689,4224,11154,13,7,19,FR,France +200721,3,4319,1659,6979,7,3,11,FR,France +200720,3,6400,2685,10115,10,4,16,FR,France +200719,3,3012,703,5321,5,1,9,FR,France +200718,3,2232,348,4116,4,1,7,FR,France +200717,3,4705,1736,7674,8,3,13,FR,France +200716,3,3817,1438,6196,6,2,10,FR,France +200715,3,4757,717,8797,8,1,15,FR,France +200714,3,11377,6957,15797,19,12,26,FR,France +200713,3,21271,13093,29449,35,22,48,FR,France +200712,3,25433,17717,33149,41,28,54,FR,France +200711,3,30764,23356,38172,50,38,62,FR,France +200710,3,49469,40368,58570,81,66,96,FR,France +200709,3,138901,117018,160784,226,190,262,FR,France +200708,3,316747,284988,348506,516,464,568,FR,France +200707,3,417698,386505,448891,681,630,732,FR,France +200706,3,500016,466668,533364,815,761,869,FR,France +200705,3,375457,346822,404092,612,565,659,FR,France +200704,3,209878,189332,230424,342,309,375,FR,France +200703,3,126161,110596,141726,206,181,231,FR,France +200702,3,82849,69493,96205,135,113,157,FR,France +200701,3,70842,58613,83071,115,95,135,FR,France +200652,3,78190,64191,92189,128,105,151,FR,France +200651,3,62734,50210,75258,103,82,124,FR,France +200650,3,35668,27280,44056,58,44,72,FR,France +200649,3,18773,13164,24382,31,22,40,FR,France +200648,3,16439,11225,21653,27,18,36,FR,France +200647,3,16104,9343,22865,26,15,37,FR,France +200646,3,14032,5590,22474,23,9,37,FR,France +200645,3,12285,7745,16825,20,13,27,FR,France +200644,3,8031,4172,11890,13,7,19,FR,France +200643,3,21157,12483,29831,35,21,49,FR,France +200642,3,16673,8249,25097,27,13,41,FR,France +200641,3,13920,9081,18759,23,15,31,FR,France +200640,3,11950,7132,16768,20,12,28,FR,France +200639,3,8945,4333,13557,15,7,23,FR,France +200638,3,2532,138,4926,4,0,8,FR,France +200637,3,1786,233,3339,3,0,6,FR,France +200636,3,1107,0,2346,2,0,4,FR,France +200635,3,2170,0,4760,4,0,8,FR,France +200634,3,1572,0,3756,3,0,7,FR,France +200633,3,0,0,0,0,0,0,FR,France +200632,3,0,0,0,0,0,0,FR,France +200631,3,1773,0,3892,3,0,6,FR,France +200630,3,665,0,1614,1,0,3,FR,France +200629,3,1339,0,3260,2,0,5,FR,France +200628,3,843,0,2245,1,0,3,FR,France +200627,3,1351,0,3031,2,0,5,FR,France +200626,3,4564,1506,7622,7,2,12,FR,France +200625,3,6259,2072,10446,10,3,17,FR,France +200624,3,4279,964,7594,7,2,12,FR,France +200623,3,4532,1489,7575,7,2,12,FR,France +200622,3,5807,2667,8947,10,5,15,FR,France +200621,3,4661,1761,7561,8,3,13,FR,France +200620,3,8859,4754,12964,15,8,22,FR,France +200619,3,5083,2011,8155,8,3,13,FR,France +200618,3,4454,1632,7276,7,2,12,FR,France +200617,3,17762,11802,23722,29,19,39,FR,France +200616,3,22096,15420,28772,36,25,47,FR,France +200615,3,26969,19631,34307,44,32,56,FR,France +200614,3,40321,31022,49620,66,51,81,FR,France +200613,3,77053,63531,90575,126,104,148,FR,France +200612,3,108004,93005,123003,177,152,202,FR,France +200611,3,122437,106388,138486,201,175,227,FR,France +200610,3,124749,109104,140394,204,178,230,FR,France +200609,3,164150,146099,182201,269,239,299,FR,France +200608,3,199088,178830,219346,326,293,359,FR,France +200607,3,243908,221071,266745,400,363,437,FR,France +200606,3,256758,235190,278326,421,386,456,FR,France +200605,3,184928,166901,202955,303,273,333,FR,France +200604,3,104620,90909,118331,171,149,193,FR,France +200603,3,66255,55727,76783,109,92,126,FR,France +200602,3,39211,31418,47004,64,51,77,FR,France +200601,3,34603,26269,42937,57,43,71,FR,France +200552,3,32132,24389,39875,53,40,66,FR,France +200551,3,40344,28397,52291,67,47,87,FR,France +200550,3,36880,28635,45125,61,47,75,FR,France +200549,3,27589,20576,34602,46,34,58,FR,France +200548,3,24860,17839,31881,41,29,53,FR,France +200547,3,26884,19810,33958,44,32,56,FR,France +200546,3,23967,17155,30779,40,29,51,FR,France +200545,3,14609,8709,20509,24,14,34,FR,France +200544,3,20481,13625,27337,34,23,45,FR,France +200543,3,18045,11916,24174,30,20,40,FR,France +200542,3,23653,15209,32097,39,25,53,FR,France +200541,3,26466,18270,34662,44,30,58,FR,France +200540,3,26647,18088,35206,44,30,58,FR,France +200539,3,23994,15381,32607,40,26,54,FR,France +200538,3,21881,13979,29783,36,23,49,FR,France +200537,3,10347,5384,15310,17,9,25,FR,France +200536,3,7082,2806,11358,12,5,19,FR,France +200535,3,2448,0,4987,4,0,8,FR,France +200534,3,5281,539,10023,9,1,17,FR,France +200533,3,2815,0,6252,5,0,11,FR,France +200532,3,1572,0,3690,3,0,6,FR,France +200531,3,3767,0,10955,6,0,18,FR,France +200530,3,2203,0,5072,4,0,9,FR,France +200529,3,3965,739,7191,7,2,12,FR,France +200528,3,1988,96,3880,3,0,6,FR,France +200527,3,2305,0,4713,4,0,8,FR,France +200526,3,4720,1385,8055,8,2,14,FR,France +200525,3,2354,0,4747,4,0,8,FR,France +200524,3,5892,2029,9755,10,4,16,FR,France +200523,3,5246,1722,8770,9,3,15,FR,France +200522,3,3935,1031,6839,6,1,11,FR,France +200521,3,4284,474,8094,7,1,13,FR,France +200520,3,7841,3611,12071,13,6,20,FR,France +200519,3,7638,3346,11930,13,6,20,FR,France +200518,3,2755,388,5122,5,1,9,FR,France +200517,3,7166,3530,10802,12,6,18,FR,France +200516,3,9741,5344,14138,16,9,23,FR,France +200515,3,14881,9018,20744,25,15,35,FR,France +200514,3,21988,14834,29142,36,24,48,FR,France +200513,3,42971,33053,52889,71,55,87,FR,France +200512,3,90040,75374,104706,149,125,173,FR,France +200511,3,183032,161407,204657,302,266,338,FR,France +200510,3,222526,199990,245062,367,330,404,FR,France +200509,3,251784,229464,274104,416,379,453,FR,France +200508,3,277423,254825,300021,458,421,495,FR,France +200507,3,459444,430026,488862,759,710,808,FR,France +200506,3,568610,536207,601013,939,885,993,FR,France +200505,3,568285,534912,601658,938,883,993,FR,France +200504,3,316856,292011,341701,523,482,564,FR,France +200503,3,154208,137061,171355,255,227,283,FR,France +200502,3,88853,75576,102130,147,125,169,FR,France +200501,3,55801,45339,66263,92,75,109,FR,France +200453,3,40695,31926,49464,68,53,83,FR,France +200452,3,32687,24316,41058,54,40,68,FR,France +200451,3,46209,36017,56401,77,60,94,FR,France +200450,3,42358,31865,52851,70,53,87,FR,France +200449,3,27092,17910,36274,45,30,60,FR,France +200448,3,30522,21236,39808,51,36,66,FR,France +200447,3,21148,13386,28910,35,22,48,FR,France +200446,3,13934,8335,19533,23,14,32,FR,France +200445,3,15658,9703,21613,26,16,36,FR,France +200444,3,23166,14852,31480,38,24,52,FR,France +200443,3,16780,10545,23015,28,18,38,FR,France +200442,3,20480,13909,27051,34,23,45,FR,France +200441,3,15852,9789,21915,26,16,36,FR,France +200440,3,25639,17291,33987,43,29,57,FR,France +200439,3,22680,13222,32138,38,22,54,FR,France +200438,3,17483,9417,25549,29,16,42,FR,France +200437,3,9103,4768,13438,15,8,22,FR,France +200436,3,7753,3596,11910,13,6,20,FR,France +200435,3,4408,775,8041,7,1,13,FR,France +200434,3,4501,610,8392,7,1,13,FR,France +200433,3,1697,0,4046,3,0,7,FR,France +200432,3,3496,0,8181,6,0,14,FR,France +200431,3,2949,20,5878,5,0,10,FR,France +200430,3,3557,642,6472,6,1,11,FR,France +200429,3,5164,1162,9166,9,2,16,FR,France +200428,3,6358,2224,10492,11,4,18,FR,France +200427,3,7486,3040,11932,12,5,19,FR,France +200426,3,7113,0,14709,12,0,25,FR,France +200425,3,3275,508,6042,5,0,10,FR,France +200424,3,6737,2394,11080,11,4,18,FR,France +200423,3,9792,807,18777,16,1,31,FR,France +200422,3,8077,3482,12672,13,5,21,FR,France +200421,3,8073,3588,12558,13,6,20,FR,France +200420,3,7885,3454,12316,13,6,20,FR,France +200419,3,7235,3101,11369,12,5,19,FR,France +200418,3,5108,1830,8386,8,3,13,FR,France +200417,3,3647,523,6771,6,1,11,FR,France +200416,3,5265,1359,9171,9,3,15,FR,France +200415,3,8272,3655,12889,14,6,22,FR,France +200414,3,15657,8888,22426,26,15,37,FR,France +200413,3,8316,4067,12565,14,7,21,FR,France +200412,3,12482,6899,18065,21,12,30,FR,France +200411,3,13964,7879,20049,23,13,33,FR,France +200410,3,22531,14164,30898,37,23,51,FR,France +200409,3,12618,7283,17953,21,12,30,FR,France +200408,3,17738,11055,24421,29,18,40,FR,France +200407,3,25484,17228,33740,42,28,56,FR,France +200406,3,27452,19505,35399,46,33,59,FR,France +200405,3,35110,25869,44351,58,43,73,FR,France +200404,3,44571,35266,53876,74,59,89,FR,France +200403,3,60482,50389,70575,100,83,117,FR,France +200402,3,95234,81407,109061,158,135,181,FR,France +200401,3,109116,84565,133667,181,140,222,FR,France +200352,3,72239,5520,138958,121,10,232,FR,France +200351,3,445464,389214,501714,744,650,838,FR,France +200350,3,522427,491781,553073,873,822,924,FR,France +200349,3,555492,524706,586278,928,877,979,FR,France +200348,3,514668,485364,543972,860,811,909,FR,France +200347,3,332927,305972,359882,556,511,601,FR,France +200346,3,146101,126840,165362,244,212,276,FR,France +200345,3,95565,80900,110230,160,135,185,FR,France +200344,3,54703,43193,66213,91,72,110,FR,France +200343,3,45834,36611,55057,77,62,92,FR,France +200342,3,39010,28885,49135,65,48,82,FR,France +200341,3,29579,21478,37680,49,35,63,FR,France +200340,3,30862,19484,42240,52,33,71,FR,France +200339,3,26592,18927,34257,44,31,57,FR,France +200338,3,14811,8777,20845,25,15,35,FR,France +200337,3,14735,7495,21975,25,13,37,FR,France +200336,3,10951,3732,18170,18,6,30,FR,France +200335,3,1504,0,3349,3,0,6,FR,France +200334,3,2194,0,4889,4,0,9,FR,France +200333,3,1504,0,3921,3,0,7,FR,France +200332,3,1619,0,4072,3,0,7,FR,France +200331,3,5164,0,10601,9,0,18,FR,France +200330,3,3183,28,6338,5,0,10,FR,France +200329,3,6801,450,13152,11,0,22,FR,France +200328,3,3975,609,7341,7,1,13,FR,France +200327,3,2293,0,4605,4,0,8,FR,France +200326,3,5333,2138,8528,9,4,14,FR,France +200325,3,2602,0,5228,4,0,8,FR,France +200324,3,8429,0,19483,14,0,32,FR,France +200323,3,4821,1479,8163,8,2,14,FR,France +200322,3,2573,158,4988,4,0,8,FR,France +200321,3,5563,2465,8661,9,4,14,FR,France +200320,3,7554,3748,11360,13,7,19,FR,France +200319,3,8325,3777,12873,14,6,22,FR,France +200318,3,12268,6392,18144,20,10,30,FR,France +200317,3,46253,36234,56272,77,60,94,FR,France +200316,3,50759,39835,61683,85,67,103,FR,France +200315,3,69269,55778,82760,116,93,139,FR,France +200314,3,70084,55374,84794,117,92,142,FR,France +200313,3,70335,56370,84300,118,95,141,FR,France +200312,3,88582,73568,103596,148,123,173,FR,France +200311,3,99729,83353,116105,167,140,194,FR,France +200310,3,121516,104361,138671,203,174,232,FR,France +200309,3,177255,151800,202710,296,253,339,FR,France +200308,3,222638,194269,251007,372,325,419,FR,France +200307,3,237104,207851,266357,396,347,445,FR,France +200306,3,206955,177973,235937,346,298,394,FR,France +200305,3,151864,125877,177851,254,211,297,FR,France +200304,3,95356,76211,114501,159,127,191,FR,France +200303,3,50983,38264,63702,85,64,106,FR,France +200302,3,31447,21706,41188,53,37,69,FR,France +200301,3,31228,19202,43254,52,32,72,FR,France +200252,3,47016,33692,60340,79,57,101,FR,France +200251,3,47629,36912,58346,80,62,98,FR,France +200250,3,35221,26217,44225,59,44,74,FR,France +200249,3,24656,16900,32412,41,28,54,FR,France +200248,3,19799,12868,26730,33,21,45,FR,France +200247,3,16449,9214,23684,28,16,40,FR,France +200246,3,12753,5779,19727,21,9,33,FR,France +200245,3,19304,8475,30133,32,14,50,FR,France +200244,3,18082,10671,25493,30,18,42,FR,France +200243,3,14326,7548,21104,24,13,35,FR,France +200242,3,13774,7800,19748,23,13,33,FR,France +200241,3,11036,5650,16422,19,10,28,FR,France +200240,3,8137,3375,12899,14,6,22,FR,France +200239,3,15989,9892,22086,27,17,37,FR,France +200238,3,7067,3299,10835,12,6,18,FR,France +200237,3,12409,4981,19837,21,9,33,FR,France +200236,3,1679,0,4072,3,0,7,FR,France +200235,3,2126,0,6301,4,0,11,FR,France +200234,3,2843,0,7483,5,0,13,FR,France +200233,3,2670,0,5462,4,0,9,FR,France +200232,3,1087,0,3003,2,0,5,FR,France +200231,3,5455,399,10511,9,1,17,FR,France +200230,3,3601,0,7836,6,0,13,FR,France +200229,3,5576,379,10773,9,0,18,FR,France +200228,3,6602,0,14289,11,0,24,FR,France +200227,3,1882,0,6151,3,0,10,FR,France +200226,3,4523,0,12320,8,0,21,FR,France +200225,3,4765,1076,8454,8,2,14,FR,France +200224,3,12063,7174,16952,20,12,28,FR,France +200223,3,15468,9806,21130,26,16,36,FR,France +200222,3,4854,1696,8012,8,3,13,FR,France +200221,3,5901,2212,9590,10,4,16,FR,France +200220,3,3803,1215,6391,6,2,10,FR,France +200219,3,6139,2598,9680,10,4,16,FR,France +200218,3,6083,2646,9520,10,4,16,FR,France +200217,3,7223,2678,11768,12,4,20,FR,France +200216,3,17762,9887,25637,30,17,43,FR,France +200215,3,21654,13662,29646,36,23,49,FR,France +200214,3,23877,15709,32045,40,26,54,FR,France +200213,3,27497,16289,38705,46,27,65,FR,France +200212,3,33510,20938,46082,56,35,77,FR,France +200211,3,40426,29171,51681,68,49,87,FR,France +200210,3,42915,24537,61293,72,41,103,FR,France +200209,3,63735,48368,79102,107,81,133,FR,France +200208,3,117204,95548,138860,197,161,233,FR,France +200207,3,170251,137065,203437,286,230,342,FR,France +200206,3,325084,296111,354057,546,497,595,FR,France +200205,3,456186,422559,489813,767,710,824,FR,France +200204,3,504715,470859,538571,848,791,905,FR,France +200203,3,383720,353019,414421,645,593,697,FR,France +200202,3,244028,217752,270304,410,366,454,FR,France +200201,3,115422,95696,135148,194,161,227,FR,France +200152,3,57999,43225,72773,98,73,123,FR,France +200151,3,45961,36017,55905,78,61,95,FR,France +200150,3,31309,22878,39740,53,39,67,FR,France +200149,3,34792,23268,46316,59,40,78,FR,France +200148,3,43283,20164,66402,73,34,112,FR,France +200147,3,27455,20021,34889,46,33,59,FR,France +200146,3,21127,14294,27960,36,24,48,FR,France +200145,3,20766,13979,27553,35,24,46,FR,France +200144,3,11410,6593,16227,19,11,27,FR,France +200143,3,23311,15652,30970,39,26,52,FR,France +200142,3,18963,11652,26274,32,20,44,FR,France +200141,3,20241,14032,26450,34,24,44,FR,France +200140,3,18113,9971,26255,31,17,45,FR,France +200139,3,25407,7785,43029,43,13,73,FR,France +200138,3,9736,4985,14487,16,8,24,FR,France +200137,3,8025,3527,12523,14,6,22,FR,France +200136,3,4663,654,8672,8,1,15,FR,France +200135,3,4399,0,9810,7,0,16,FR,France +200134,3,2990,0,6419,5,0,11,FR,France +200133,3,0,0,0,0,0,0,FR,France +200132,3,0,0,0,0,0,0,FR,France +200131,3,18999,4286,33712,32,7,57,FR,France +200130,3,2144,0,5670,4,0,10,FR,France +200129,3,2408,0,5215,4,0,9,FR,France +200128,3,3555,553,6557,6,1,11,FR,France +200127,3,4739,1122,8356,8,2,14,FR,France +200126,3,3335,466,6204,6,1,11,FR,France +200125,3,2643,527,4759,4,0,8,FR,France +200124,3,4784,2158,7410,8,4,12,FR,France +200123,3,6299,3161,9437,11,6,16,FR,France +200122,3,4544,2006,7082,8,4,12,FR,France +200121,3,8925,4094,13756,15,7,23,FR,France +200120,3,15269,8883,21655,26,15,37,FR,France +200119,3,17369,10575,24163,29,18,40,FR,France +200118,3,21043,14262,27824,36,25,47,FR,France +200117,3,25787,19109,32465,44,33,55,FR,France +200116,3,24025,16833,31217,41,29,53,FR,France +200115,3,24188,17340,31036,41,29,53,FR,France +200114,3,40429,31774,49084,68,53,83,FR,France +200113,3,48644,39517,57771,82,67,97,FR,France +200112,3,45411,35780,55042,77,61,93,FR,France +200111,3,49809,40534,59084,84,68,100,FR,France +200110,3,46649,37240,56058,79,63,95,FR,France +200109,3,58623,47346,69900,99,80,118,FR,France +200108,3,77423,63237,91609,131,107,155,FR,France +200107,3,126970,107898,146042,215,183,247,FR,France +200106,3,225969,198142,253796,382,335,429,FR,France +200105,3,278674,249486,307862,471,422,520,FR,France +200104,3,209193,189129,229257,354,320,388,FR,France +200103,3,139823,124243,155403,236,210,262,FR,France +200102,3,105356,92392,118320,178,156,200,FR,France +200101,3,98930,84599,113261,167,143,191,FR,France +200052,3,143525,124203,162847,244,211,277,FR,France +200051,3,125224,108719,141729,213,185,241,FR,France +200050,3,99177,84857,113497,169,145,193,FR,France +200049,3,74170,54196,94144,126,92,160,FR,France +200048,3,43642,34064,53220,74,58,90,FR,France +200047,3,64848,11322,118374,110,19,201,FR,France +200046,3,20598,14053,27143,35,24,46,FR,France +200045,3,25375,17229,33521,43,29,57,FR,France +200044,3,16330,9762,22898,28,17,39,FR,France +200043,3,36951,27693,46209,63,47,79,FR,France +200042,3,41200,30772,51628,70,52,88,FR,France +200041,3,40022,30939,49105,68,53,83,FR,France +200040,3,27237,19986,34488,46,34,58,FR,France +200039,3,19338,12649,26027,33,22,44,FR,France +200038,3,7417,3193,11641,13,6,20,FR,France +200037,3,2243,0,4722,4,0,8,FR,France +200036,3,2990,0,6416,5,0,11,FR,France +200035,3,5590,0,12003,10,0,21,FR,France +200034,3,5188,0,12418,9,0,21,FR,France +200033,3,1690,0,3859,3,0,7,FR,France +200032,3,1405,0,4239,2,0,7,FR,France +200031,3,2159,0,4744,4,0,8,FR,France +200030,3,218,0,783,0,0,1,FR,France +200029,3,1532,0,3751,3,0,7,FR,France +200028,3,1071,0,2881,2,0,5,FR,France +200027,3,2427,150,4704,4,0,8,FR,France +200026,3,1997,0,4996,3,0,8,FR,France +200025,3,4239,221,8257,7,0,14,FR,France +200024,3,5411,1122,9700,9,2,16,FR,France +200023,3,8757,4101,13413,15,7,23,FR,France +200022,3,4966,1694,8238,8,2,14,FR,France +200021,3,4271,1389,7153,7,2,12,FR,France +200020,3,4520,1478,7562,8,3,13,FR,France +200019,3,13867,8548,19186,24,15,33,FR,France +200018,3,5386,2261,8511,9,4,14,FR,France +200017,3,7018,1581,12455,12,3,21,FR,France +200016,3,5328,1433,9223,9,2,16,FR,France +200015,3,12020,6436,17604,20,11,29,FR,France +200014,3,10942,5691,16193,19,10,28,FR,France +200013,3,8572,3443,13701,15,6,24,FR,France +200012,3,7081,3097,11065,12,5,19,FR,France +200011,3,12172,7447,16897,21,13,29,FR,France +200010,3,9091,5450,12732,15,9,21,FR,France +200009,3,14631,9200,20062,25,16,34,FR,France +200008,3,23647,17172,30122,40,29,51,FR,France +200007,3,59173,48440,69906,101,83,119,FR,France +200006,3,146517,129961,163073,249,221,277,FR,France +200005,3,261687,239983,283391,445,408,482,FR,France +200004,3,374822,349785,399859,637,594,680,FR,France +200003,3,484233,456706,511760,824,777,871,FR,France +200002,3,521069,492185,549953,886,837,935,FR,France +200001,3,541945,511326,572564,922,870,974,FR,France +199952,3,387655,360652,414658,663,617,709,FR,France +199951,3,272075,250906,293244,465,429,501,FR,France +199950,3,181113,164571,197655,310,282,338,FR,France +199949,3,112328,99058,125598,192,169,215,FR,France +199948,3,58710,48651,68769,100,83,117,FR,France +199947,3,35912,23462,48362,61,40,82,FR,France +199946,3,8601,1503,15699,15,3,27,FR,France +199945,3,17781,10817,24745,30,18,42,FR,France +199944,3,18238,12870,23606,31,22,40,FR,France +199943,3,18135,12601,23669,31,22,40,FR,France +199942,3,19183,13258,25108,33,23,43,FR,France +199941,3,25171,18689,31653,43,32,54,FR,France +199940,3,24185,16184,32186,41,27,55,FR,France +199939,3,28553,20776,36330,49,36,62,FR,France +199938,3,12430,7759,17101,21,13,29,FR,France +199937,3,7543,4283,10803,13,7,19,FR,France +199936,3,8191,2827,13555,14,5,23,FR,France +199935,3,3334,1188,5480,6,2,10,FR,France +199934,3,7600,0,27730,13,0,47,FR,France +199933,3,9757,354,19160,17,1,33,FR,France +199932,3,7149,0,15077,12,0,26,FR,France +199931,3,2640,0,5463,5,0,10,FR,France +199930,3,1478,0,3153,3,0,6,FR,France +199929,3,3983,498,7468,7,1,13,FR,France +199928,3,3731,712,6750,6,1,11,FR,France +199927,3,5004,1597,8411,9,3,15,FR,France +199926,3,3459,699,6219,6,1,11,FR,France +199925,3,5302,2057,8547,9,3,15,FR,France +199924,3,4327,1646,7008,7,2,12,FR,France +199923,3,5370,2374,8366,9,4,14,FR,France +199922,3,4404,1643,7165,8,3,13,FR,France +199921,3,4180,1485,6875,7,2,12,FR,France +199920,3,6073,2775,9371,10,4,16,FR,France +199919,3,6241,3220,9262,11,6,16,FR,France +199918,3,3057,678,5436,5,1,9,FR,France +199917,3,2904,701,5107,5,1,9,FR,France +199916,3,7539,3360,11718,13,6,20,FR,France +199915,3,11535,6814,16256,20,12,28,FR,France +199914,3,18730,13131,24329,32,22,42,FR,France +199913,3,38453,29560,47346,66,51,81,FR,France +199912,3,58090,48072,68108,99,82,116,FR,France +199911,3,91329,78686,103972,156,134,178,FR,France +199910,3,147976,131058,164894,253,224,282,FR,France +199909,3,207450,188710,226190,355,323,387,FR,France +199908,3,313293,292280,334306,536,500,572,FR,France +199907,3,524136,496702,551570,896,849,943,FR,France +199906,3,493908,466605,521211,844,797,891,FR,France +199905,3,476884,449696,504072,815,769,861,FR,France +199904,3,368514,345131,391897,630,590,670,FR,France +199903,3,242388,224208,260568,414,383,445,FR,France +199902,3,160657,145209,176105,275,249,301,FR,France +199901,3,130133,115125,145141,222,196,248,FR,France +199853,3,107611,92301,122921,185,159,211,FR,France +199852,3,72373,61032,83714,124,105,143,FR,France +199851,3,78179,67156,89202,134,115,153,FR,France +199850,3,54775,45478,64072,94,78,110,FR,France +199849,3,33385,26332,40438,57,45,69,FR,France +199848,3,22636,16668,28604,39,29,49,FR,France +199847,3,14505,9746,19264,25,17,33,FR,France +199846,3,13804,9049,18559,24,16,32,FR,France +199845,3,13021,8113,17929,22,14,30,FR,France +199844,3,12631,7410,17852,22,13,31,FR,France +199843,3,12180,7125,17235,21,12,30,FR,France +199842,3,18885,12726,25044,32,21,43,FR,France +199841,3,24196,17506,30886,42,31,53,FR,France +199840,3,20235,14114,26356,35,25,45,FR,France +199839,3,17075,11538,22612,29,20,38,FR,France +199838,3,10837,6336,15338,19,11,27,FR,France +199837,3,6968,3227,10709,12,6,18,FR,France +199836,3,3033,580,5486,5,1,9,FR,France +199835,3,2491,0,5022,4,0,8,FR,France +199834,3,3853,589,7117,7,1,13,FR,France +199833,3,2934,0,6598,5,0,11,FR,France +199832,3,1308,0,2894,2,0,5,FR,France +199831,3,12147,0,29237,21,0,50,FR,France +199830,3,5309,1628,8990,9,3,15,FR,France +199829,3,6486,2465,10507,11,4,18,FR,France +199828,3,9577,4464,14690,16,7,25,FR,France +199827,3,12358,7158,17558,21,12,30,FR,France +199826,3,10415,6547,14283,18,11,25,FR,France +199825,3,18246,13050,23442,31,22,40,FR,France +199824,3,16263,11126,21400,28,19,37,FR,France +199823,3,8553,4911,12195,15,9,21,FR,France +199822,3,5181,2669,7693,9,5,13,FR,France +199821,3,4751,2416,7086,8,4,12,FR,France +199820,3,12129,8099,16159,21,14,28,FR,France +199819,3,24118,17906,30330,41,30,52,FR,France +199818,3,31612,24512,38712,54,42,66,FR,France +199817,3,61148,51894,70402,105,89,121,FR,France +199816,3,123195,109878,136512,211,188,234,FR,France +199815,3,171603,156715,186491,294,268,320,FR,France +199814,3,319092,298398,339786,547,512,582,FR,France +199813,3,298212,278513,317911,512,478,546,FR,France +199812,3,263585,246356,280814,452,422,482,FR,France +199811,3,220578,204894,236262,378,351,405,FR,France +199810,3,202354,186304,218404,347,319,375,FR,France +199809,3,227553,209970,245136,390,360,420,FR,France +199808,3,271362,252005,290719,465,432,498,FR,France +199807,3,190187,173694,206680,326,298,354,FR,France +199806,3,88217,76829,99605,151,131,171,FR,France +199805,3,45180,36970,53390,77,63,91,FR,France +199804,3,30005,23272,36738,51,39,63,FR,France +199803,3,23900,18221,29579,41,31,51,FR,France +199802,3,31143,23994,38292,53,41,65,FR,France +199801,3,24809,17786,31832,43,31,55,FR,France +199752,3,29039,21984,36094,50,38,62,FR,France +199751,3,34924,27737,42111,60,48,72,FR,France +199750,3,33527,26388,40666,58,46,70,FR,France +199749,3,15978,11147,20809,27,19,35,FR,France +199748,3,11507,7744,15270,20,14,26,FR,France +199747,3,11059,7151,14967,19,12,26,FR,France +199746,3,8073,4613,11533,14,8,20,FR,France +199745,3,18202,13113,23291,31,22,40,FR,France +199744,3,19770,14405,25135,34,25,43,FR,France +199743,3,16707,11945,21469,29,21,37,FR,France +199742,3,15340,10351,20329,26,17,35,FR,France +199741,3,16933,11941,21925,29,20,38,FR,France +199740,3,13292,8709,17875,23,15,31,FR,France +199739,3,10189,6279,14099,18,11,25,FR,France +199738,3,3231,1061,5401,6,2,10,FR,France +199737,3,4542,1949,7135,8,4,12,FR,France +199736,3,5131,2205,8057,9,4,14,FR,France +199735,3,1842,0,3740,3,0,6,FR,France +199734,3,3226,0,6717,6,0,12,FR,France +199733,3,1799,0,4368,3,0,7,FR,France +199732,3,2086,0,4411,4,0,8,FR,France +199731,3,1386,0,3332,2,0,5,FR,France +199730,3,2116,0,4919,4,0,9,FR,France +199729,3,1973,0,4347,3,0,7,FR,France +199728,3,1560,216,2904,3,1,5,FR,France +199727,3,2540,754,4326,4,1,7,FR,France +199726,3,5582,2699,8465,10,5,15,FR,France +199725,3,4012,1090,6934,7,2,12,FR,France +199724,3,4696,1824,7568,8,3,13,FR,France +199723,3,4709,2136,7282,8,4,12,FR,France +199722,3,2283,665,3901,4,1,7,FR,France +199721,3,2108,664,3552,4,2,6,FR,France +199720,3,3257,1519,4995,6,3,9,FR,France +199719,3,4646,2436,6856,8,4,12,FR,France +199718,3,5246,2764,7728,9,5,13,FR,France +199717,3,14236,9906,18566,24,17,31,FR,France +199716,3,12169,8111,16227,21,14,28,FR,France +199715,3,9516,6192,12840,16,10,22,FR,France +199714,3,13602,9659,17545,23,16,30,FR,France +199713,3,18032,13345,22719,31,23,39,FR,France +199712,3,17199,12707,21691,30,22,38,FR,France +199711,3,19988,15419,24557,34,26,42,FR,France +199710,3,21903,17338,26468,38,30,46,FR,France +199709,3,29860,24261,35459,51,41,61,FR,France +199708,3,55445,47857,63033,95,82,108,FR,France +199707,3,70876,62518,79234,122,108,136,FR,France +199706,3,76906,68152,85660,132,117,147,FR,France +199705,3,95900,86095,105705,165,148,182,FR,France +199704,3,96896,87079,106713,167,150,184,FR,France +199703,3,143844,131917,155771,248,227,269,FR,France +199702,3,211578,197395,225761,364,340,388,FR,France +199701,3,280440,263783,297097,483,454,512,FR,France +199652,3,388201,369211,407191,670,637,703,FR,France +199651,3,640627,617388,663866,1106,1066,1146,FR,France +199650,3,535205,514568,555842,924,888,960,FR,France +199649,3,411498,393335,429661,710,679,741,FR,France +199648,3,195568,182563,208573,338,316,360,FR,France +199647,3,71980,63619,80341,124,110,138,FR,France +199646,3,32138,26358,37918,55,45,65,FR,France +199645,3,25551,20136,30966,44,35,53,FR,France +199644,3,10753,7230,14276,19,13,25,FR,France +199643,3,12971,9311,16631,22,16,28,FR,France +199642,3,11929,8472,15386,21,15,27,FR,France +199641,3,9918,6674,13162,17,11,23,FR,France +199640,3,10765,7067,14463,19,13,25,FR,France +199639,3,8377,5183,11571,14,8,20,FR,France +199638,3,9470,5965,12975,16,10,22,FR,France +199637,3,2925,829,5021,5,1,9,FR,France +199636,3,1122,23,2221,2,0,4,FR,France +199635,3,1674,93,3255,3,0,6,FR,France +199634,3,1273,122,2424,2,0,4,FR,France +199633,3,540,0,1246,1,0,2,FR,France +199632,3,1453,176,2730,3,1,5,FR,France +199631,3,3010,752,5268,5,1,9,FR,France +199630,3,2992,706,5278,5,1,9,FR,France +199629,3,1559,144,2974,3,1,5,FR,France +199628,3,3109,541,5677,5,1,9,FR,France +199627,3,4456,1595,7317,8,3,13,FR,France +199626,3,2871,1138,4604,5,2,8,FR,France +199625,3,2308,856,3760,4,1,7,FR,France +199624,3,2490,1067,3913,4,2,6,FR,France +199623,3,2819,1262,4376,5,2,8,FR,France +199622,3,4005,1984,6026,7,4,10,FR,France +199621,3,7042,4291,9793,12,7,17,FR,France +199620,3,10619,7365,13873,18,12,24,FR,France +199619,3,11898,8065,15731,21,14,28,FR,France +199618,3,18338,13352,23324,32,23,41,FR,France +199617,3,24954,19100,30808,43,33,53,FR,France +199616,3,29313,23868,34758,51,42,60,FR,France +199615,3,51703,43644,59762,89,75,103,FR,France +199614,3,44414,36774,52054,77,64,90,FR,France +199613,3,30622,25062,36182,53,43,63,FR,France +199612,3,31818,25852,37784,55,45,65,FR,France +199611,3,24427,19499,29355,42,33,51,FR,France +199610,3,20910,16198,25622,36,28,44,FR,France +199609,3,19594,15228,23960,34,26,42,FR,France +199608,3,19046,14850,23242,33,26,40,FR,France +199607,3,23041,18338,27744,40,32,48,FR,France +199606,3,21810,17153,26467,38,30,46,FR,France +199605,3,25275,20410,30140,44,36,52,FR,France +199604,3,43359,36948,49770,75,64,86,FR,France +199603,3,54691,48016,61366,94,82,106,FR,France +199602,3,105606,96106,115106,182,166,198,FR,France +199601,3,223830,209274,238386,386,361,411,FR,France +199552,3,397122,378252,415992,688,655,721,FR,France +199551,3,749988,725434,774542,1299,1256,1342,FR,France +199550,3,604926,583100,626752,1047,1009,1085,FR,France +199549,3,375500,358200,392800,650,620,680,FR,France +199548,3,206446,193457,219435,357,335,379,FR,France +199547,3,120472,110526,130418,209,192,226,FR,France +199546,3,62380,55042,69718,108,95,121,FR,France +199545,3,29791,24523,35059,52,43,61,FR,France +199544,3,13168,9820,16516,23,17,29,FR,France +199543,3,16188,12389,19987,28,21,35,FR,France +199542,3,15178,11387,18969,26,19,33,FR,France +199541,3,14980,10851,19109,26,19,33,FR,France +199540,3,16245,11610,20880,28,20,36,FR,France +199539,3,18499,13844,23154,32,24,40,FR,France +199538,3,13123,9410,16836,23,17,29,FR,France +199537,3,4895,2666,7124,8,4,12,FR,France +199536,3,3659,1574,5744,6,2,10,FR,France +199535,3,2496,644,4348,4,1,7,FR,France +199534,3,1887,214,3560,3,0,6,FR,France +199533,3,905,0,2007,2,0,4,FR,France +199532,3,700,0,1699,1,0,3,FR,France +199531,3,1946,92,3800,3,0,6,FR,France +199530,3,1898,46,3750,3,0,6,FR,France +199529,3,2148,687,3609,4,1,7,FR,France +199528,3,3312,1430,5194,6,3,9,FR,France +199527,3,4853,2683,7023,8,4,12,FR,France +199526,3,4986,2911,7061,9,5,13,FR,France +199525,3,4571,2520,6622,8,4,12,FR,France +199524,3,8058,5054,11062,14,9,19,FR,France +199523,3,13820,9801,17839,24,17,31,FR,France +199522,3,14124,9999,18249,24,17,31,FR,France +199521,3,11931,8655,15207,21,15,27,FR,France +199520,3,18846,14311,23381,33,25,41,FR,France +199519,3,26261,21488,31034,45,37,53,FR,France +199518,3,39231,33258,45204,68,58,78,FR,France +199517,3,88640,79343,97937,153,137,169,FR,France +199516,3,140488,129439,151537,243,224,262,FR,France +199515,3,181007,169110,192904,313,292,334,FR,France +199514,3,248704,235144,262264,431,408,454,FR,France +199513,3,209839,197191,222487,363,341,385,FR,France +199512,3,122434,112497,132371,212,195,229,FR,France +199511,3,81730,73346,90114,142,127,157,FR,France +199510,3,49387,42703,56071,86,74,98,FR,France +199509,3,39696,33259,46133,69,58,80,FR,France +199508,3,38008,32225,43791,66,56,76,FR,France +199507,3,30550,25479,35621,53,44,62,FR,France +199506,3,37351,32007,42695,65,56,74,FR,France +199505,3,27876,23218,32534,48,40,56,FR,France +199504,3,27643,22818,32468,48,40,56,FR,France +199503,3,24844,20391,29297,43,35,51,FR,France +199502,3,23480,19249,27711,41,34,48,FR,France +199501,3,26556,21916,31196,46,38,54,FR,France +199452,3,22036,17495,26577,38,30,46,FR,France +199451,3,26912,21750,32074,47,38,56,FR,France +199450,3,28831,23470,34192,50,41,59,FR,France +199449,3,21161,16559,25763,37,29,45,FR,France +199448,3,18487,14456,22518,32,25,39,FR,France +199447,3,15206,11578,18834,26,20,32,FR,France +199446,3,14252,10525,17979,25,19,31,FR,France +199445,3,12152,8448,15856,21,15,27,FR,France +199444,3,11307,7688,14926,20,14,26,FR,France +199443,3,11254,8002,14506,20,14,26,FR,France +199442,3,14406,10653,18159,25,18,32,FR,France +199441,3,14073,10341,17805,24,18,30,FR,France +199440,3,15962,11850,20074,28,21,35,FR,France +199439,3,15878,11643,20113,28,21,35,FR,France +199438,3,15366,11100,19632,27,20,34,FR,France +199437,3,5949,3561,8337,10,6,14,FR,France +199436,3,2806,1133,4479,5,2,8,FR,France +199435,3,4556,2358,6754,8,4,12,FR,France +199434,3,3459,1444,5474,6,2,10,FR,France +199433,3,4272,977,7567,7,1,13,FR,France +199432,3,4786,1613,7959,8,2,14,FR,France +199431,3,5027,1580,8474,9,3,15,FR,France +199430,3,2100,520,3680,4,1,7,FR,France +199429,3,1188,0,2384,2,0,4,FR,France +199428,3,1581,316,2846,3,1,5,FR,France +199427,3,713,0,1459,1,0,2,FR,France +199426,3,990,80,1900,2,0,4,FR,France +199425,3,5431,3222,7640,9,5,13,FR,France +199424,3,6288,3723,8853,11,7,15,FR,France +199423,3,6440,1052,11828,11,2,20,FR,France +199422,3,845,0,2449,1,0,4,FR,France +199421,3,2197,395,3999,4,1,7,FR,France +199420,3,2217,852,3582,4,2,6,FR,France +199419,3,1483,406,2560,3,1,5,FR,France +199418,3,3705,1940,5470,6,3,9,FR,France +199417,3,2288,1064,3512,4,2,6,FR,France +199416,3,5156,3176,7136,9,6,12,FR,France +199415,3,6952,4678,9226,12,8,16,FR,France +199414,3,4671,2784,6558,8,5,11,FR,France +199413,3,3343,1641,5045,6,3,9,FR,France +199412,3,4305,2412,6198,7,4,10,FR,France +199411,3,5399,3327,7471,9,5,13,FR,France +199410,3,4548,2529,6567,8,4,12,FR,France +199409,3,5635,3251,8019,10,6,14,FR,France +199408,3,9539,6652,12426,17,12,22,FR,France +199407,3,14639,11188,18090,25,19,31,FR,France +199406,3,17308,13395,21221,30,23,37,FR,France +199405,3,18489,14290,22688,32,25,39,FR,France +199404,3,23712,19048,28376,41,33,49,FR,France +199403,3,29882,24817,34947,52,43,61,FR,France +199402,3,47402,41415,53389,82,72,92,FR,France +199401,3,118119,108182,128056,205,188,222,FR,France +199352,3,233137,218608,247666,406,381,431,FR,France +199351,3,377472,359792,395152,658,627,689,FR,France +199350,3,627639,607097,648181,1094,1058,1130,FR,France +199349,3,898045,873419,922671,1565,1522,1608,FR,France +199348,3,527582,507752,547412,920,885,955,FR,France +199347,3,241371,226769,255973,421,396,446,FR,France +199346,3,76034,68003,84065,133,119,147,FR,France +199345,3,32289,27022,37556,56,47,65,FR,France +199344,3,17832,14015,21649,31,24,38,FR,France +199343,3,15098,11333,18863,26,19,33,FR,France +199342,3,19187,14893,23481,33,26,40,FR,France +199341,3,18285,14384,22186,32,25,39,FR,France +199340,3,13805,10348,17262,24,18,30,FR,France +199339,3,14783,11173,18393,26,20,32,FR,France +199338,3,10492,7329,13655,18,12,24,FR,France +199337,3,7023,4503,9543,12,8,16,FR,France +199336,3,4361,2445,6277,8,5,11,FR,France +199335,3,5589,3066,8112,10,6,14,FR,France +199334,3,2984,1209,4759,5,2,8,FR,France +199333,3,3217,758,5676,6,2,10,FR,France +199332,3,3755,1051,6459,7,2,12,FR,France +199331,3,4163,1768,6558,7,3,11,FR,France +199330,3,4055,1907,6203,7,3,11,FR,France +199329,3,3714,1668,5760,6,2,10,FR,France +199328,3,1774,484,3064,3,1,5,FR,France +199327,3,2574,918,4230,4,1,7,FR,France +199326,3,3048,1450,4646,5,2,8,FR,France +199325,3,8348,5260,11436,15,10,20,FR,France +199324,3,6624,3747,9501,12,7,17,FR,France +199323,3,7424,4302,10546,13,8,18,FR,France +199322,3,3432,1849,5015,6,3,9,FR,France +199321,3,5942,3670,8214,10,6,14,FR,France +199320,3,5137,3157,7117,9,6,12,FR,France +199319,3,4593,2725,6461,8,5,11,FR,France +199318,3,5027,3075,6979,9,6,12,FR,France +199317,3,8111,5138,11084,14,9,19,FR,France +199316,3,24932,19468,30396,43,33,53,FR,France +199315,3,22181,17147,27215,39,30,48,FR,France +199314,3,38266,30865,45667,67,54,80,FR,France +199313,3,62987,54506,71468,110,95,125,FR,France +199312,3,63493,55956,71030,111,98,124,FR,France +199311,3,80548,72628,88468,140,126,154,FR,France +199310,3,127910,117688,138132,223,205,241,FR,France +199309,3,184150,171378,196922,321,299,343,FR,France +199308,3,222932,209051,236813,389,365,413,FR,France +199307,3,248494,234936,262052,433,409,457,FR,France +199306,3,286939,271830,302048,500,474,526,FR,France +199305,3,255890,241516,270264,446,421,471,FR,France +199304,3,193107,181261,204953,337,316,358,FR,France +199303,3,147854,137256,158452,258,240,276,FR,France +199302,3,90269,82164,98374,157,143,171,FR,France +199301,3,75288,67244,83332,131,117,145,FR,France +199253,3,56622,49107,64137,99,86,112,FR,France +199252,3,49588,42568,56608,87,75,99,FR,France +199251,3,41156,35024,47288,72,61,83,FR,France +199250,3,40100,34699,45501,70,61,79,FR,France +199249,3,39146,33847,44445,69,60,78,FR,France +199248,3,32392,27499,37285,57,48,66,FR,France +199247,3,26276,21797,30755,46,38,54,FR,France +199246,3,22758,18462,27054,40,32,48,FR,France +199245,3,22023,17804,26242,39,32,46,FR,France +199244,3,27619,22945,32293,48,40,56,FR,France +199243,3,24969,20704,29234,44,37,51,FR,France +199242,3,29980,25261,34699,52,44,60,FR,France +199241,3,24091,19953,28229,42,35,49,FR,France +199240,3,17593,13885,21301,31,25,37,FR,France +199239,3,13535,10301,16769,24,18,30,FR,France +199238,3,9837,7106,12568,17,12,22,FR,France +199237,3,7480,5130,9830,13,9,17,FR,France +199236,3,5155,2958,7352,9,5,13,FR,France +199235,3,6383,3687,9079,11,6,16,FR,France +199234,3,2953,922,4984,5,1,9,FR,France +199233,3,4046,1549,6543,7,3,11,FR,France +199232,3,4963,2215,7711,9,4,14,FR,France +199231,3,4233,1733,6733,7,3,11,FR,France +199230,3,3091,1145,5037,5,2,8,FR,France +199229,3,3586,1583,5589,6,2,10,FR,France +199228,3,4179,2133,6225,7,3,11,FR,France +199227,3,5568,3134,8002,10,6,14,FR,France +199226,3,5886,3229,8543,10,5,15,FR,France +199225,3,5304,2805,7803,9,5,13,FR,France +199224,3,5928,3482,8374,10,6,14,FR,France +199223,3,3914,1855,5973,7,3,11,FR,France +199222,3,4899,2641,7157,9,5,13,FR,France +199221,3,5059,2889,7229,9,5,13,FR,France +199220,3,4308,2226,6390,8,4,12,FR,France +199219,3,2982,1181,4783,5,2,8,FR,France +199218,3,3887,1777,5997,7,3,11,FR,France +199217,3,3614,1216,6012,6,2,10,FR,France +199216,3,5460,2934,7986,10,6,14,FR,France +199215,3,8642,5029,12255,15,9,21,FR,France +199214,3,11346,7536,15156,20,13,27,FR,France +199213,3,11693,8096,15290,20,14,26,FR,France +199212,3,11752,7834,15670,21,14,28,FR,France +199211,3,11689,7575,15803,20,13,27,FR,France +199210,3,19224,12971,25477,34,23,45,FR,France +199209,3,26629,20275,32983,47,36,58,FR,France +199208,3,37667,30887,44447,66,54,78,FR,France +199207,3,57312,48777,65847,100,85,115,FR,France +199206,3,112450,99989,124911,197,175,219,FR,France +199205,3,165474,151342,179606,290,265,315,FR,France +199204,3,147959,133595,162323,259,234,284,FR,France +199203,3,137893,122944,152842,241,215,267,FR,France +199202,3,185852,166558,205146,325,291,359,FR,France +199201,3,247688,222574,272802,434,390,478,FR,France +199152,3,349815,325499,374131,615,572,658,FR,France +199151,3,378413,355928,400898,666,626,706,FR,France +199150,3,198721,182878,214564,350,322,378,FR,France +199149,3,93903,82992,104814,165,146,184,FR,France +199148,3,45173,37384,52962,79,65,93,FR,France +199147,3,35691,28224,43158,63,50,76,FR,France +199146,3,23685,17531,29839,42,31,53,FR,France +199145,3,19565,13551,25579,34,23,45,FR,France +199144,3,21571,15477,27665,38,27,49,FR,France +199143,3,28842,21958,35726,51,39,63,FR,France +199142,3,27483,20385,34581,48,36,60,FR,France +199141,3,28185,20655,35715,50,37,63,FR,France +199140,3,26740,16049,37431,47,28,66,FR,France +199139,3,14373,8734,20012,25,15,35,FR,France +199138,3,7460,3700,11220,13,6,20,FR,France +199137,3,2429,434,4424,4,0,8,FR,France +199136,3,2380,0,4882,4,0,8,FR,France +199135,3,2372,0,5025,4,0,9,FR,France +199134,3,2099,0,5104,4,0,9,FR,France +199133,3,1654,0,4102,3,0,7,FR,France +199132,3,625,0,2190,1,0,4,FR,France +199131,3,2464,0,5830,4,0,10,FR,France +199130,3,2382,0,6857,4,0,12,FR,France +199129,3,3837,40,7634,7,0,14,FR,France +199128,3,3297,152,6442,6,0,12,FR,France +199127,3,3164,934,5394,6,2,10,FR,France +199126,3,6376,3324,9428,11,6,16,FR,France +199125,3,8218,4776,11660,14,8,20,FR,France +199124,3,8223,4660,11786,14,8,20,FR,France +199123,3,6801,3596,10006,12,6,18,FR,France +199122,3,6050,2682,9418,11,5,17,FR,France +199121,3,6391,3385,9397,11,6,16,FR,France +199120,3,8633,4683,12583,15,8,22,FR,France +199119,3,7785,3986,11584,14,7,21,FR,France +199118,3,10856,6457,15255,19,11,27,FR,France +199117,3,15603,10950,20256,27,19,35,FR,France +199116,3,15665,11184,20146,28,20,36,FR,France +199115,3,15062,10715,19409,26,18,34,FR,France +199114,3,27862,21583,34141,49,38,60,FR,France +199113,3,32179,25829,38529,57,46,68,FR,France +199112,3,27873,22312,33434,49,39,59,FR,France +199111,3,46186,38876,53496,81,68,94,FR,France +199110,3,88750,77784,99716,156,137,175,FR,France +199109,3,139093,124326,153860,245,219,271,FR,France +199108,3,216369,198630,234108,381,350,412,FR,France +199107,3,208836,191789,225883,367,337,397,FR,France +199106,3,134737,121280,148194,237,213,261,FR,France +199105,3,73564,62716,84412,129,110,148,FR,France +199104,3,48253,39031,57475,85,69,101,FR,France +199103,3,29382,22258,36506,52,39,65,FR,France +199102,3,29759,22044,37474,52,38,66,FR,France +199101,3,42927,33706,52148,76,60,92,FR,France +199052,3,41262,31607,50917,73,56,90,FR,France +199051,3,46924,37544,56304,83,66,100,FR,France +199050,3,44125,36137,52113,78,64,92,FR,France +199049,3,38379,30603,46155,68,54,82,FR,France +199048,3,29571,22315,36827,52,39,65,FR,France +199047,3,23358,15890,30826,41,28,54,FR,France +199046,3,20246,7930,32562,36,14,58,FR,France +199045,3,17571,11591,23551,31,20,42,FR,France +199044,3,16182,10305,22059,29,19,39,FR,France +199043,3,17579,11588,23570,31,20,42,FR,France +199042,3,13011,7875,18147,23,14,32,FR,France +199041,3,19723,13330,26116,35,24,46,FR,France +199040,3,20433,14614,26252,36,26,46,FR,France +199039,3,15618,10315,20921,28,19,37,FR,France +199038,3,11146,6197,16095,20,11,29,FR,France +199037,3,4051,1022,7080,7,2,12,FR,France +199036,3,2542,124,4960,4,0,8,FR,France +199035,3,934,0,2681,2,0,5,FR,France +199034,3,201,0,595,0,0,1,FR,France +199033,3,0,0,0,0,0,0,FR,France +199032,3,1399,0,3849,2,0,6,FR,France +199031,3,881,0,2206,2,0,4,FR,France +199030,3,425,0,1262,1,0,2,FR,France +199029,3,1077,0,2643,2,0,5,FR,France +199028,3,959,0,2252,2,0,4,FR,France +199027,3,2948,793,5103,5,1,9,FR,France +199026,3,7236,2651,11821,13,5,21,FR,France +199025,3,7879,3136,12622,14,6,22,FR,France +199024,3,5727,2460,8994,10,4,16,FR,France +199023,3,3655,1043,6267,6,1,11,FR,France +199022,3,4196,1292,7100,7,2,12,FR,France +199021,3,1004,0,2367,2,0,4,FR,France +199020,3,4506,1771,7241,8,3,13,FR,France +199019,3,5897,2440,9354,10,4,16,FR,France +199018,3,1738,141,3335,3,0,6,FR,France +199017,3,5278,2197,8359,9,4,14,FR,France +199016,3,8129,3754,12504,14,6,22,FR,France +199015,3,11707,5831,17583,21,11,31,FR,France +199014,3,12862,8177,17547,23,15,31,FR,France +199013,3,21879,15088,28670,39,27,51,FR,France +199012,3,17035,11135,22935,30,20,40,FR,France +199011,3,20018,14311,25725,35,25,45,FR,France +199010,3,16294,11045,21543,29,20,38,FR,France +199009,3,21793,15460,28126,39,28,50,FR,France +199008,3,26110,19342,32878,46,34,58,FR,France +199007,3,61742,49720,73764,109,88,130,FR,France +199006,3,399984,353345,446623,707,625,789,FR,France +199005,3,161765,146354,177176,286,259,313,FR,France +199004,3,287771,267698,307844,509,474,544,FR,France +199003,3,315466,296550,334382,558,525,591,FR,France +199002,3,345060,326087,364033,610,576,644,FR,France +199001,3,483600,460913,506287,855,815,895,FR,France +198952,3,581149,556023,606275,1035,990,1080,FR,France +198951,3,821540,793846,849234,1463,1414,1512,FR,France +198950,3,749283,723633,774933,1334,1288,1380,FR,France +198949,3,358043,340053,376033,638,606,670,FR,France +198948,3,119087,108253,129921,212,193,231,FR,France +198947,3,40963,33897,48029,73,60,86,FR,France +198946,3,23547,17952,29142,42,32,52,FR,France +198945,3,22711,16999,28423,40,30,50,FR,France +198944,3,23405,17475,29335,42,31,53,FR,France +198943,3,29549,23287,35811,53,42,64,FR,France +198942,3,39410,32172,46648,70,57,83,FR,France +198941,3,43763,35245,52281,78,63,93,FR,France +198940,3,31453,24288,38618,56,43,69,FR,France +198939,3,24622,18425,30819,44,33,55,FR,France +198938,3,18296,13483,23109,33,24,42,FR,France +198937,3,12022,8082,15962,21,14,28,FR,France +198936,3,4769,2299,7239,8,4,12,FR,France +198935,3,4661,1696,7626,8,3,13,FR,France +198934,3,6039,2185,9893,11,4,18,FR,France +198933,3,7940,3858,12022,14,7,21,FR,France +198932,3,7114,2361,11867,13,5,21,FR,France +198931,3,2721,0,5478,5,0,10,FR,France +198930,3,3168,561,5775,6,1,11,FR,France +198929,3,3909,1504,6314,7,3,11,FR,France +198928,3,1284,105,2463,2,0,4,FR,France +198927,3,3641,1350,5932,6,2,10,FR,France +198926,3,5753,2885,8621,10,5,15,FR,France +198925,3,6299,3454,9144,11,6,16,FR,France +198924,3,6337,3537,9137,11,6,16,FR,France +198923,3,11779,7984,15574,21,14,28,FR,France +198922,3,9104,4764,13444,16,8,24,FR,France +198921,3,9554,4316,14792,17,8,26,FR,France +198920,3,6093,1023,11163,11,2,20,FR,France +198919,3,0,,,0,,,FR,France +198918,3,13452,1365,25539,24,2,46,FR,France +198917,3,10949,7147,14751,19,12,26,FR,France +198916,3,10908,7494,14322,19,13,25,FR,France +198915,3,9667,6209,13125,17,11,23,FR,France +198914,3,15230,10469,19991,27,19,35,FR,France +198913,3,10564,6767,14361,19,12,26,FR,France +198912,3,13419,9542,17296,24,17,31,FR,France +198911,3,16633,12140,21126,30,22,38,FR,France +198910,3,12387,8750,16024,22,16,28,FR,France +198909,3,12895,9183,16607,23,16,30,FR,France +198908,3,19746,15258,24234,35,27,43,FR,France +198907,3,27277,21760,32794,49,39,59,FR,France +198906,3,47844,40320,55368,85,72,98,FR,France +198905,3,52840,45665,60015,94,81,107,FR,France +198904,3,54942,47750,62134,98,85,111,FR,France +198903,3,66010,58065,73955,118,104,132,FR,France +198902,3,112284,102003,122565,200,182,218,FR,France +198901,3,202266,188305,216227,360,335,385,FR,France +198852,3,467971,447033,488909,837,800,874,FR,France +198851,3,872748,846468,899028,1562,1515,1609,FR,France +198850,3,1001824,974799,1028849,1793,1745,1841,FR,France +198849,3,966523,940068,992978,1729,1682,1776,FR,France +198848,3,637811,614785,660837,1141,1100,1182,FR,France +198847,3,246062,231234,260890,440,413,467,FR,France +198846,3,92484,83160,101808,165,148,182,FR,France +198845,3,53940,46148,61732,97,83,111,FR,France +198844,3,42106,35336,48876,75,63,87,FR,France +198843,3,38252,31909,44595,68,57,79,FR,France +198842,3,45495,38467,52523,81,68,94,FR,France +198841,3,46336,39344,53328,83,70,96,FR,France +198840,3,39882,33507,46257,71,60,82,FR,France +198839,3,43730,36755,50705,78,66,90,FR,France +198838,3,35243,29367,41119,63,52,74,FR,France +198837,3,15537,11911,19163,28,22,34,FR,France +198836,3,7539,4840,10238,13,8,18,FR,France +198835,3,7797,4762,10832,14,9,19,FR,France +198834,3,4950,2005,7895,9,4,14,FR,France +198833,3,7937,3861,12013,14,7,21,FR,France +198832,3,7033,2595,11471,13,5,21,FR,France +198831,3,8758,3591,13925,16,7,25,FR,France +198830,3,4205,1224,7186,8,3,13,FR,France +198829,3,6103,1013,11193,11,2,20,FR,France +198828,3,8562,3483,13641,15,6,24,FR,France +198827,3,4690,2196,7184,8,4,12,FR,France +198826,3,7065,3905,10225,13,7,19,FR,France +198825,3,7657,4664,10650,14,9,19,FR,France +198824,3,6676,3978,9374,12,7,17,FR,France +198823,3,8695,5755,11635,16,11,21,FR,France +198822,3,11566,8282,14850,21,15,27,FR,France +198821,3,11107,7742,14472,20,14,26,FR,France +198820,3,14118,10223,18013,25,18,32,FR,France +198819,3,18260,13847,22673,33,25,41,FR,France +198818,3,20415,16281,24549,37,30,44,FR,France +198817,3,21750,17436,26064,39,31,47,FR,France +198816,3,33730,27496,39964,60,49,71,FR,France +198815,3,70616,61754,79478,126,110,142,FR,France +198814,3,123868,113211,134525,222,203,241,FR,France +198813,3,193710,181519,205901,347,325,369,FR,France +198812,3,283445,268834,298056,507,481,533,FR,France +198811,3,316175,300858,331492,566,539,593,FR,France +198810,3,235142,222004,248280,421,397,445,FR,France +198809,3,135564,125263,145865,243,225,261,FR,France +198808,3,87753,78449,97057,157,140,174,FR,France +198807,3,77099,68423,85775,138,122,154,FR,France +198806,3,69349,61502,77196,124,110,138,FR,France +198805,3,72705,64952,80458,130,116,144,FR,France +198804,3,72818,64944,80692,130,116,144,FR,France +198803,3,68869,60922,76816,123,109,137,FR,France +198802,3,59743,51907,67579,107,93,121,FR,France +198801,3,60929,52573,69285,109,94,124,FR,France +198753,3,47257,38170,56344,85,69,101,FR,France +198752,3,11935,2353,21517,21,4,38,FR,France +198751,3,47744,34266,61222,86,62,110,FR,France +198750,3,57767,50181,65353,104,90,118,FR,France +198749,3,49380,42461,56299,89,77,101,FR,France +198748,3,41871,35115,48627,75,63,87,FR,France +198747,3,29688,23465,35911,53,42,64,FR,France +198746,3,37216,30199,44233,67,54,80,FR,France +198745,3,35456,29024,41888,64,52,76,FR,France +198744,3,41024,33829,48219,74,61,87,FR,France +198743,3,46356,38370,54342,83,69,97,FR,France +198742,3,38021,30236,45806,68,54,82,FR,France +198741,3,42021,32016,52026,76,58,94,FR,France +198740,3,24641,15930,33352,44,28,60,FR,France +198739,3,32328,23548,41108,58,42,74,FR,France +198738,3,16782,11870,21694,30,21,39,FR,France +198737,3,11208,6542,15874,20,12,28,FR,France +198736,3,7906,4014,11798,14,7,21,FR,France +198735,3,6149,2970,9328,11,5,17,FR,France +198734,3,6631,2734,10528,12,5,19,FR,France +198733,3,6404,1834,10974,12,4,20,FR,France +198732,3,7215,2353,12077,13,4,22,FR,France +198731,3,8233,3655,12811,15,7,23,FR,France +198730,3,4642,1301,7983,8,2,14,FR,France +198729,3,4389,913,7865,8,2,14,FR,France +198728,3,2702,138,5266,5,0,10,FR,France +198727,3,10171,5904,14438,18,10,26,FR,France +198726,3,12341,7824,16858,22,14,30,FR,France +198725,3,23413,15490,31336,42,28,56,FR,France +198724,3,11289,7282,15296,20,13,27,FR,France +198723,3,15857,10943,20771,29,20,38,FR,France +198722,3,14887,9743,20031,27,18,36,FR,France +198721,3,17619,12649,22589,32,23,41,FR,France +198720,3,10344,6454,14234,19,12,26,FR,France +198719,3,12539,7943,17135,23,15,31,FR,France +198718,3,16095,10330,21860,29,19,39,FR,France +198717,3,21256,14850,27662,38,26,50,FR,France +198716,3,32416,25100,39732,58,45,71,FR,France +198715,3,44292,36456,52128,80,66,94,FR,France +198714,3,50642,41866,59418,91,75,107,FR,France +198713,3,62246,52749,71743,112,95,129,FR,France +198712,3,59625,50653,68597,107,91,123,FR,France +198711,3,53561,45035,62087,96,81,111,FR,France +198710,3,93067,80519,105615,167,144,190,FR,France +198709,3,147006,133519,160493,264,240,288,FR,France +198708,3,217779,202179,233379,391,363,419,FR,France +198707,3,288180,270718,305642,518,487,549,FR,France +198706,3,296702,279051,314353,533,501,565,FR,France +198705,3,236046,219483,252609,424,394,454,FR,France +198704,3,158333,143625,173041,285,259,311,FR,France +198703,3,103841,91699,115983,187,165,209,FR,France +198702,3,74213,64014,84412,133,115,151,FR,France +198701,3,69745,59207,80283,125,106,144,FR,France +198652,3,76263,64958,87568,138,118,158,FR,France +198651,3,72920,63047,82793,132,114,150,FR,France +198650,3,73413,64019,82807,133,116,150,FR,France +198649,3,56296,48229,64363,102,87,117,FR,France +198648,3,46031,38578,53484,83,70,96,FR,France +198647,3,36740,29710,43770,66,53,79,FR,France +198646,3,32134,25327,38941,58,46,70,FR,France +198645,3,38964,31382,46546,70,56,84,FR,France +198644,3,28646,22048,35244,52,40,64,FR,France +198643,3,27532,20842,34222,50,38,62,FR,France +198642,3,31815,25124,38506,57,45,69,FR,France +198641,3,32864,25939,39789,59,47,71,FR,France +198640,3,33516,26776,40256,60,48,72,FR,France +198639,3,28665,22477,34853,52,41,63,FR,France +198638,3,26615,20479,32751,48,37,59,FR,France +198637,3,15998,10802,21194,29,20,38,FR,France +198636,3,9182,4982,13382,17,9,25,FR,France +198635,3,10587,4470,16704,19,8,30,FR,France +198634,3,5762,858,10666,10,1,19,FR,France +198633,3,3115,554,5676,6,1,11,FR,France +198632,3,1027,0,2311,2,0,4,FR,France +198631,3,2247,0,4574,4,0,8,FR,France +198630,3,2346,141,4551,4,0,8,FR,France +198629,3,3654,931,6377,7,2,12,FR,France +198628,3,2327,0,5318,4,0,9,FR,France +198627,3,7529,3353,11705,14,6,22,FR,France +198626,3,8778,5106,12450,16,9,23,FR,France +198625,3,11075,6804,15346,20,12,28,FR,France +198624,3,11160,7252,15068,20,13,27,FR,France +198623,3,14372,9896,18848,26,18,34,FR,France +198622,3,9717,5594,13840,18,11,25,FR,France +198621,3,14460,9575,19345,26,17,35,FR,France +198620,3,17133,12106,22160,31,22,40,FR,France +198619,3,22177,16008,28346,40,29,51,FR,France +198618,3,31736,24115,39357,57,43,71,FR,France +198617,3,34874,27440,42308,63,50,76,FR,France +198616,3,41196,32894,49498,74,59,89,FR,France +198615,3,42659,33537,51781,77,61,93,FR,France +198614,3,49792,39728,59856,90,72,108,FR,France +198613,3,87249,63562,110936,157,114,200,FR,France +198612,3,124777,97237,152317,225,175,275,FR,France +198611,3,168146,151035,185257,303,272,334,FR,France +198610,3,257305,231225,283385,464,417,511,FR,France +198609,3,321140,296644,345636,580,536,624,FR,France +198608,3,448786,419219,478353,810,757,863,FR,France +198607,3,490723,460150,521296,886,831,941,FR,France +198606,3,439300,411764,466836,793,743,843,FR,France +198605,3,364727,339868,389586,658,613,703,FR,France +198604,3,348509,322464,374554,629,582,676,FR,France +198603,3,271539,248654,294424,490,449,531,FR,France +198602,3,178138,159344,196932,322,288,356,FR,France +198601,3,112614,96539,128689,203,174,232,FR,France +198552,3,86452,72250,100654,157,131,183,FR,France +198551,3,114666,99538,129794,208,181,235,FR,France +198550,3,86031,73604,98458,156,133,179,FR,France +198549,3,65931,55326,76536,120,101,139,FR,France +198548,3,68291,57581,79001,124,105,143,FR,France +198547,3,66177,55221,77133,120,100,140,FR,France +198546,3,70534,58788,82280,128,107,149,FR,France +198545,3,57514,47167,67861,104,85,123,FR,France +198544,3,67356,55744,78968,122,101,143,FR,France +198543,3,87402,74208,100596,158,134,182,FR,France +198542,3,76218,64604,87832,138,117,159,FR,France +198541,3,45712,36755,54669,83,67,99,FR,France +198540,3,49739,40335,59143,90,73,107,FR,France +198539,3,39819,31234,48404,72,56,88,FR,France +198538,3,27605,20614,34596,50,37,63,FR,France +198537,3,22219,15626,28812,40,28,52,FR,France +198536,3,27986,18992,36980,51,35,67,FR,France +198535,3,30215,18546,41884,55,34,76,FR,France +198534,3,40389,24786,55992,73,45,101,FR,France +198533,3,22611,8819,36403,41,16,66,FR,France +198532,3,7488,1851,13125,14,4,24,FR,France +198531,3,16958,8479,25437,31,16,46,FR,France +198530,3,11598,5507,17689,21,10,32,FR,France +198529,3,13054,6474,19634,24,12,36,FR,France +198528,3,14588,7659,21517,26,13,39,FR,France +198527,3,19670,11761,27579,36,22,50,FR,France +198526,3,18609,12637,24581,34,23,45,FR,France +198525,3,19362,12454,26270,35,22,48,FR,France +198524,3,19855,13577,26133,36,25,47,FR,France +198523,3,19373,10010,28736,35,18,52,FR,France +198522,3,24099,17190,31008,44,31,57,FR,France +198521,3,26096,19621,32571,47,35,59,FR,France +198520,3,27896,20885,34907,51,38,64,FR,France +198519,3,43154,32821,53487,78,59,97,FR,France +198518,3,40555,29935,51175,74,55,93,FR,France +198517,3,34053,24366,43740,62,44,80,FR,France +198516,3,50362,36451,64273,91,66,116,FR,France +198515,3,63881,45538,82224,116,83,149,FR,France +198514,3,134545,114400,154690,244,207,281,FR,France +198513,3,197206,176080,218332,357,319,395,FR,France +198512,3,245240,223304,267176,445,405,485,FR,France +198511,3,276205,252399,300011,501,458,544,FR,France +198510,3,353231,326279,380183,640,591,689,FR,France +198509,3,369895,341109,398681,670,618,722,FR,France +198508,3,389886,359529,420243,707,652,762,FR,France +198507,3,471852,432599,511105,855,784,926,FR,France +198506,3,565825,518011,613639,1026,939,1113,FR,France +198505,3,637302,592795,681809,1155,1074,1236,FR,France +198504,3,424937,390794,459080,770,708,832,FR,France +198503,3,213901,174689,253113,388,317,459,FR,France +198502,3,97586,80949,114223,177,147,207,FR,France +198501,3,85489,65918,105060,155,120,190,FR,France +198452,3,84830,60602,109058,154,110,198,FR,France +198451,3,101726,80242,123210,185,146,224,FR,France +198450,3,123680,101401,145959,225,184,266,FR,France +198449,3,101073,81684,120462,184,149,219,FR,France +198448,3,78620,60634,96606,143,110,176,FR,France +198447,3,72029,54274,89784,131,99,163,FR,France +198446,3,87330,67686,106974,159,123,195,FR,France +198445,3,135223,101414,169032,246,184,308,FR,France +198444,3,68422,20056,116788,125,37,213,FR,France