diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb index 6c74529af615e6fb625522e5bc20bcf9c1d3df23..3fa96304fcefa86676ff4c18243e6a33785a6517 100644 --- a/module3/exo1/analyse-syndrome-grippal.ipynb +++ b/module3/exo1/analyse-syndrome-grippal.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -30,10 +30,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 2, + "metadata": {}, "outputs": [], "source": [ "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"" @@ -41,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -57,9 +55,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Téléchargement du fichier\n" + ] + } + ], "source": [ " if not os.path.exists(local_filename):\n", " print(\"Téléchargement du fichier\")\n", @@ -92,9 +98,976 @@ }, { "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
020252032307717228.028926.03425.043.0FRFrance
120251931634212366.020318.02418.030.0FRFrance
220251831811513975.022255.02721.033.0FRFrance
320251732215017291.027009.03326.040.0FRFrance
420251632856422550.034578.04334.052.0FRFrance
520251533572129592.041850.05344.062.0FRFrance
620251433757931232.043926.05647.065.0FRFrance
720251333967333686.045660.05950.068.0FRFrance
820251235254345627.059459.07868.088.0FRFrance
920251135946952154.066784.08978.0100.0FRFrance
1020251036033453048.067620.09079.0101.0FRFrance
1120250938453174994.094068.0126112.0140.0FRFrance
122025083136020124824.0147216.0203186.0220.0FRFrance
132025073208952195988.0221916.0312293.0331.0FRFrance
142025063273519258159.0288879.0408385.0431.0FRFrance
152025053334395318416.0350374.0499475.0523.0FRFrance
162025043350043332885.0367201.0522496.0548.0FRFrance
172025033252772238917.0266627.0377356.0398.0FRFrance
182025023257247242991.0271503.0384363.0405.0FRFrance
192025013231549214627.0248471.0345320.0370.0FRFrance
202024523201726185870.0217582.0302278.0326.0FRFrance
212024513201697187843.0215551.0302281.0323.0FRFrance
222024503136694126369.0147019.0205190.0220.0FRFrance
23202449310848799037.0117937.0163149.0177.0FRFrance
2420244838738178687.096075.0131118.0144.0FRFrance
2520244737628667626.084946.0114101.0127.0FRFrance
2620244635639949006.063792.08574.096.0FRFrance
2720244534734740843.053851.07161.081.0FRFrance
2820244433603930122.041956.05445.063.0FRFrance
2920244334657239928.053216.07060.080.0FRFrance
.................................
208619852132609619621.032571.04735.059.0FRFrance
208719852032789620885.034907.05138.064.0FRFrance
208819851934315432821.053487.07859.097.0FRFrance
208919851834055529935.051175.07455.093.0FRFrance
209019851733405324366.043740.06244.080.0FRFrance
209119851635036236451.064273.09166.0116.0FRFrance
209219851536388145538.082224.011683.0149.0FRFrance
20931985143134545114400.0154690.0244207.0281.0FRFrance
20941985133197206176080.0218332.0357319.0395.0FRFrance
20951985123245240223304.0267176.0445405.0485.0FRFrance
20961985113276205252399.0300011.0501458.0544.0FRFrance
20971985103353231326279.0380183.0640591.0689.0FRFrance
20981985093369895341109.0398681.0670618.0722.0FRFrance
20991985083389886359529.0420243.0707652.0762.0FRFrance
21001985073471852432599.0511105.0855784.0926.0FRFrance
21011985063565825518011.0613639.01026939.01113.0FRFrance
21021985053637302592795.0681809.011551074.01236.0FRFrance
21031985043424937390794.0459080.0770708.0832.0FRFrance
21041985033213901174689.0253113.0388317.0459.0FRFrance
210519850239758680949.0114223.0177147.0207.0FRFrance
210619850138548965918.0105060.0155120.0190.0FRFrance
210719845238483060602.0109058.0154110.0198.0FRFrance
2108198451310172680242.0123210.0185146.0224.0FRFrance
21091984503123680101401.0145959.0225184.0266.0FRFrance
2110198449310107381684.0120462.0184149.0219.0FRFrance
211119844837862060634.096606.0143110.0176.0FRFrance
211219844737202954274.089784.013199.0163.0FRFrance
211319844638733067686.0106974.0159123.0195.0FRFrance
21141984453135223101414.0169032.0246184.0308.0FRFrance
211519844436842220056.0116788.012537.0213.0FRFrance
\n", + "

2116 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202520 3 23077 17228.0 28926.0 34 25.0 \n", + "1 202519 3 16342 12366.0 20318.0 24 18.0 \n", + "2 202518 3 18115 13975.0 22255.0 27 21.0 \n", + "3 202517 3 22150 17291.0 27009.0 33 26.0 \n", + "4 202516 3 28564 22550.0 34578.0 43 34.0 \n", + "5 202515 3 35721 29592.0 41850.0 53 44.0 \n", + "6 202514 3 37579 31232.0 43926.0 56 47.0 \n", + "7 202513 3 39673 33686.0 45660.0 59 50.0 \n", + "8 202512 3 52543 45627.0 59459.0 78 68.0 \n", + "9 202511 3 59469 52154.0 66784.0 89 78.0 \n", + "10 202510 3 60334 53048.0 67620.0 90 79.0 \n", + "11 202509 3 84531 74994.0 94068.0 126 112.0 \n", + "12 202508 3 136020 124824.0 147216.0 203 186.0 \n", + "13 202507 3 208952 195988.0 221916.0 312 293.0 \n", + "14 202506 3 273519 258159.0 288879.0 408 385.0 \n", + "15 202505 3 334395 318416.0 350374.0 499 475.0 \n", + "16 202504 3 350043 332885.0 367201.0 522 496.0 \n", + "17 202503 3 252772 238917.0 266627.0 377 356.0 \n", + "18 202502 3 257247 242991.0 271503.0 384 363.0 \n", + "19 202501 3 231549 214627.0 248471.0 345 320.0 \n", + "20 202452 3 201726 185870.0 217582.0 302 278.0 \n", + "21 202451 3 201697 187843.0 215551.0 302 281.0 \n", + "22 202450 3 136694 126369.0 147019.0 205 190.0 \n", + "23 202449 3 108487 99037.0 117937.0 163 149.0 \n", + "24 202448 3 87381 78687.0 96075.0 131 118.0 \n", + "25 202447 3 76286 67626.0 84946.0 114 101.0 \n", + "26 202446 3 56399 49006.0 63792.0 85 74.0 \n", + "27 202445 3 47347 40843.0 53851.0 71 61.0 \n", + "28 202444 3 36039 30122.0 41956.0 54 45.0 \n", + "29 202443 3 46572 39928.0 53216.0 70 60.0 \n", + "... ... ... ... ... ... ... ... \n", + "2086 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2087 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2088 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2089 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2090 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2091 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2092 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2093 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2094 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2095 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2096 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2097 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2098 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2099 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2100 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2101 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2102 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2103 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2104 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2105 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2106 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2107 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2108 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2109 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2110 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2111 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2112 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2113 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2114 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2115 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 43.0 FR France \n", + "1 30.0 FR France \n", + "2 33.0 FR France \n", + "3 40.0 FR France \n", + "4 52.0 FR France \n", + "5 62.0 FR France \n", + "6 65.0 FR France \n", + "7 68.0 FR France \n", + "8 88.0 FR France \n", + "9 100.0 FR France \n", + "10 101.0 FR France \n", + "11 140.0 FR France \n", + "12 220.0 FR France \n", + "13 331.0 FR France \n", + "14 431.0 FR France \n", + "15 523.0 FR France \n", + "16 548.0 FR France \n", + "17 398.0 FR France \n", + "18 405.0 FR France \n", + "19 370.0 FR France \n", + "20 326.0 FR France \n", + "21 323.0 FR France \n", + "22 220.0 FR France \n", + "23 177.0 FR France \n", + "24 144.0 FR France \n", + "25 127.0 FR France \n", + "26 96.0 FR France \n", + "27 81.0 FR France \n", + "28 63.0 FR France \n", + "29 80.0 FR France \n", + "... ... ... ... \n", + "2086 59.0 FR France \n", + "2087 64.0 FR France \n", + "2088 97.0 FR France \n", + "2089 93.0 FR France \n", + "2090 80.0 FR France \n", + "2091 116.0 FR France \n", + "2092 149.0 FR France \n", + "2093 281.0 FR France \n", + "2094 395.0 FR France \n", + "2095 485.0 FR France \n", + "2096 544.0 FR France \n", + "2097 689.0 FR France \n", + "2098 722.0 FR France \n", + "2099 762.0 FR France \n", + "2100 926.0 FR France \n", + "2101 1113.0 FR France \n", + "2102 1236.0 FR France \n", + "2103 832.0 FR France \n", + "2104 459.0 FR France \n", + "2105 207.0 FR France \n", + "2106 190.0 FR France \n", + "2107 198.0 FR France \n", + "2108 224.0 FR France \n", + "2109 266.0 FR France \n", + "2110 219.0 FR France \n", + "2111 176.0 FR France \n", + "2112 163.0 FR France \n", + "2113 195.0 FR France \n", + "2114 308.0 FR France \n", + "2115 213.0 FR France \n", + "\n", + "[2116 rows x 10 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data = pd.read_csv(local_filename, skiprows=1)\n", "raw_data" @@ -109,9 +1082,73 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
weekindicatorincinc_lowinc_upinc100inc100_lowinc100_upgeo_inseegeo_name
18791989193-NaNNaN-NaNNaNFRFrance
\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low inc100_up \\\n", + "1879 198919 3 - NaN NaN - NaN NaN \n", + "\n", + " geo_insee geo_name \n", + "1879 FR France " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw_data[raw_data.isnull().any(axis=1)]" ] @@ -125,9 +1162,976 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "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
020252032307717228.028926.03425.043.0FRFrance
120251931634212366.020318.02418.030.0FRFrance
220251831811513975.022255.02721.033.0FRFrance
320251732215017291.027009.03326.040.0FRFrance
420251632856422550.034578.04334.052.0FRFrance
520251533572129592.041850.05344.062.0FRFrance
620251433757931232.043926.05647.065.0FRFrance
720251333967333686.045660.05950.068.0FRFrance
820251235254345627.059459.07868.088.0FRFrance
920251135946952154.066784.08978.0100.0FRFrance
1020251036033453048.067620.09079.0101.0FRFrance
1120250938453174994.094068.0126112.0140.0FRFrance
122025083136020124824.0147216.0203186.0220.0FRFrance
132025073208952195988.0221916.0312293.0331.0FRFrance
142025063273519258159.0288879.0408385.0431.0FRFrance
152025053334395318416.0350374.0499475.0523.0FRFrance
162025043350043332885.0367201.0522496.0548.0FRFrance
172025033252772238917.0266627.0377356.0398.0FRFrance
182025023257247242991.0271503.0384363.0405.0FRFrance
192025013231549214627.0248471.0345320.0370.0FRFrance
202024523201726185870.0217582.0302278.0326.0FRFrance
212024513201697187843.0215551.0302281.0323.0FRFrance
222024503136694126369.0147019.0205190.0220.0FRFrance
23202449310848799037.0117937.0163149.0177.0FRFrance
2420244838738178687.096075.0131118.0144.0FRFrance
2520244737628667626.084946.0114101.0127.0FRFrance
2620244635639949006.063792.08574.096.0FRFrance
2720244534734740843.053851.07161.081.0FRFrance
2820244433603930122.041956.05445.063.0FRFrance
2920244334657239928.053216.07060.080.0FRFrance
.................................
208619852132609619621.032571.04735.059.0FRFrance
208719852032789620885.034907.05138.064.0FRFrance
208819851934315432821.053487.07859.097.0FRFrance
208919851834055529935.051175.07455.093.0FRFrance
209019851733405324366.043740.06244.080.0FRFrance
209119851635036236451.064273.09166.0116.0FRFrance
209219851536388145538.082224.011683.0149.0FRFrance
20931985143134545114400.0154690.0244207.0281.0FRFrance
20941985133197206176080.0218332.0357319.0395.0FRFrance
20951985123245240223304.0267176.0445405.0485.0FRFrance
20961985113276205252399.0300011.0501458.0544.0FRFrance
20971985103353231326279.0380183.0640591.0689.0FRFrance
20981985093369895341109.0398681.0670618.0722.0FRFrance
20991985083389886359529.0420243.0707652.0762.0FRFrance
21001985073471852432599.0511105.0855784.0926.0FRFrance
21011985063565825518011.0613639.01026939.01113.0FRFrance
21021985053637302592795.0681809.011551074.01236.0FRFrance
21031985043424937390794.0459080.0770708.0832.0FRFrance
21041985033213901174689.0253113.0388317.0459.0FRFrance
210519850239758680949.0114223.0177147.0207.0FRFrance
210619850138548965918.0105060.0155120.0190.0FRFrance
210719845238483060602.0109058.0154110.0198.0FRFrance
2108198451310172680242.0123210.0185146.0224.0FRFrance
21091984503123680101401.0145959.0225184.0266.0FRFrance
2110198449310107381684.0120462.0184149.0219.0FRFrance
211119844837862060634.096606.0143110.0176.0FRFrance
211219844737202954274.089784.013199.0163.0FRFrance
211319844638733067686.0106974.0159123.0195.0FRFrance
21141984453135223101414.0169032.0246184.0308.0FRFrance
211519844436842220056.0116788.012537.0213.0FRFrance
\n", + "

2115 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " week indicator inc inc_low inc_up inc100 inc100_low \\\n", + "0 202520 3 23077 17228.0 28926.0 34 25.0 \n", + "1 202519 3 16342 12366.0 20318.0 24 18.0 \n", + "2 202518 3 18115 13975.0 22255.0 27 21.0 \n", + "3 202517 3 22150 17291.0 27009.0 33 26.0 \n", + "4 202516 3 28564 22550.0 34578.0 43 34.0 \n", + "5 202515 3 35721 29592.0 41850.0 53 44.0 \n", + "6 202514 3 37579 31232.0 43926.0 56 47.0 \n", + "7 202513 3 39673 33686.0 45660.0 59 50.0 \n", + "8 202512 3 52543 45627.0 59459.0 78 68.0 \n", + "9 202511 3 59469 52154.0 66784.0 89 78.0 \n", + "10 202510 3 60334 53048.0 67620.0 90 79.0 \n", + "11 202509 3 84531 74994.0 94068.0 126 112.0 \n", + "12 202508 3 136020 124824.0 147216.0 203 186.0 \n", + "13 202507 3 208952 195988.0 221916.0 312 293.0 \n", + "14 202506 3 273519 258159.0 288879.0 408 385.0 \n", + "15 202505 3 334395 318416.0 350374.0 499 475.0 \n", + "16 202504 3 350043 332885.0 367201.0 522 496.0 \n", + "17 202503 3 252772 238917.0 266627.0 377 356.0 \n", + "18 202502 3 257247 242991.0 271503.0 384 363.0 \n", + "19 202501 3 231549 214627.0 248471.0 345 320.0 \n", + "20 202452 3 201726 185870.0 217582.0 302 278.0 \n", + "21 202451 3 201697 187843.0 215551.0 302 281.0 \n", + "22 202450 3 136694 126369.0 147019.0 205 190.0 \n", + "23 202449 3 108487 99037.0 117937.0 163 149.0 \n", + "24 202448 3 87381 78687.0 96075.0 131 118.0 \n", + "25 202447 3 76286 67626.0 84946.0 114 101.0 \n", + "26 202446 3 56399 49006.0 63792.0 85 74.0 \n", + "27 202445 3 47347 40843.0 53851.0 71 61.0 \n", + "28 202444 3 36039 30122.0 41956.0 54 45.0 \n", + "29 202443 3 46572 39928.0 53216.0 70 60.0 \n", + "... ... ... ... ... ... ... ... \n", + "2086 198521 3 26096 19621.0 32571.0 47 35.0 \n", + "2087 198520 3 27896 20885.0 34907.0 51 38.0 \n", + "2088 198519 3 43154 32821.0 53487.0 78 59.0 \n", + "2089 198518 3 40555 29935.0 51175.0 74 55.0 \n", + "2090 198517 3 34053 24366.0 43740.0 62 44.0 \n", + "2091 198516 3 50362 36451.0 64273.0 91 66.0 \n", + "2092 198515 3 63881 45538.0 82224.0 116 83.0 \n", + "2093 198514 3 134545 114400.0 154690.0 244 207.0 \n", + "2094 198513 3 197206 176080.0 218332.0 357 319.0 \n", + "2095 198512 3 245240 223304.0 267176.0 445 405.0 \n", + "2096 198511 3 276205 252399.0 300011.0 501 458.0 \n", + "2097 198510 3 353231 326279.0 380183.0 640 591.0 \n", + "2098 198509 3 369895 341109.0 398681.0 670 618.0 \n", + "2099 198508 3 389886 359529.0 420243.0 707 652.0 \n", + "2100 198507 3 471852 432599.0 511105.0 855 784.0 \n", + "2101 198506 3 565825 518011.0 613639.0 1026 939.0 \n", + "2102 198505 3 637302 592795.0 681809.0 1155 1074.0 \n", + "2103 198504 3 424937 390794.0 459080.0 770 708.0 \n", + "2104 198503 3 213901 174689.0 253113.0 388 317.0 \n", + "2105 198502 3 97586 80949.0 114223.0 177 147.0 \n", + "2106 198501 3 85489 65918.0 105060.0 155 120.0 \n", + "2107 198452 3 84830 60602.0 109058.0 154 110.0 \n", + "2108 198451 3 101726 80242.0 123210.0 185 146.0 \n", + "2109 198450 3 123680 101401.0 145959.0 225 184.0 \n", + "2110 198449 3 101073 81684.0 120462.0 184 149.0 \n", + "2111 198448 3 78620 60634.0 96606.0 143 110.0 \n", + "2112 198447 3 72029 54274.0 89784.0 131 99.0 \n", + "2113 198446 3 87330 67686.0 106974.0 159 123.0 \n", + "2114 198445 3 135223 101414.0 169032.0 246 184.0 \n", + "2115 198444 3 68422 20056.0 116788.0 125 37.0 \n", + "\n", + " inc100_up geo_insee geo_name \n", + "0 43.0 FR France \n", + "1 30.0 FR France \n", + "2 33.0 FR France \n", + "3 40.0 FR France \n", + "4 52.0 FR France \n", + "5 62.0 FR France \n", + "6 65.0 FR France \n", + "7 68.0 FR France \n", + "8 88.0 FR France \n", + "9 100.0 FR France \n", + "10 101.0 FR France \n", + "11 140.0 FR France \n", + "12 220.0 FR France \n", + "13 331.0 FR France \n", + "14 431.0 FR France \n", + "15 523.0 FR France \n", + "16 548.0 FR France \n", + "17 398.0 FR France \n", + "18 405.0 FR France \n", + "19 370.0 FR France \n", + "20 326.0 FR France \n", + "21 323.0 FR France \n", + "22 220.0 FR France \n", + "23 177.0 FR France \n", + "24 144.0 FR France \n", + "25 127.0 FR France \n", + "26 96.0 FR France \n", + "27 81.0 FR France \n", + "28 63.0 FR France \n", + "29 80.0 FR France \n", + "... ... ... ... \n", + "2086 59.0 FR France \n", + "2087 64.0 FR France \n", + "2088 97.0 FR France \n", + "2089 93.0 FR France \n", + "2090 80.0 FR France \n", + "2091 116.0 FR France \n", + "2092 149.0 FR France \n", + "2093 281.0 FR France \n", + "2094 395.0 FR France \n", + "2095 485.0 FR France \n", + "2096 544.0 FR France \n", + "2097 689.0 FR France \n", + "2098 722.0 FR France \n", + "2099 762.0 FR France \n", + "2100 926.0 FR France \n", + "2101 1113.0 FR France \n", + "2102 1236.0 FR France \n", + "2103 832.0 FR France \n", + "2104 459.0 FR France \n", + "2105 207.0 FR France \n", + "2106 190.0 FR France \n", + "2107 198.0 FR France \n", + "2108 224.0 FR France \n", + "2109 266.0 FR France \n", + "2110 219.0 FR France \n", + "2111 176.0 FR France \n", + "2112 163.0 FR France \n", + "2113 195.0 FR France \n", + "2114 308.0 FR France \n", + "2115 213.0 FR France \n", + "\n", + "[2115 rows x 10 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data = raw_data.dropna().copy()\n", "data" @@ -153,7 +2157,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -183,10 +2187,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 9, + "metadata": {}, "outputs": [], "source": [ "sorted_data = data.set_index('period').sort_index()" @@ -210,9 +2212,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "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", @@ -230,9 +2240,41 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], + "source": [ + "sorted_data['inc'] = sorted_data['inc'].astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "sorted_data['inc'].plot()" ] @@ -246,9 +2288,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "sorted_data['inc'][-200:].plot()" ] @@ -283,10 +2348,8 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 20, + "metadata": {}, "outputs": [], "source": [ "first_august_week = [pd.Period(pd.Timestamp(y, 8, 1), 'W')\n", @@ -305,7 +2368,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -329,9 +2392,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "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='*')" ] @@ -345,9 +2431,59 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "2021 743449\n", + "2014 1600941\n", + "1991 1659249\n", + "1995 1840410\n", + "2020 2010315\n", + "2022 2060304\n", + "2012 2175217\n", + "2003 2234584\n", + "2019 2254386\n", + "2006 2307352\n", + "2017 2321583\n", + "2001 2529279\n", + "1992 2574578\n", + "1993 2703886\n", + "2018 2705325\n", + "1988 2765617\n", + "2007 2780164\n", + "1987 2855570\n", + "2016 2856393\n", + "2011 2857040\n", + "2023 2873501\n", + "2008 2973918\n", + "1998 3034904\n", + "2002 3125418\n", + "2009 3444020\n", + "1994 3514763\n", + "1996 3539413\n", + "2004 3567744\n", + "1997 3620066\n", + "2015 3654892\n", + "2024 3670417\n", + "2000 3826372\n", + "2005 3835025\n", + "1999 3908112\n", + "2010 4111392\n", + "2013 4182691\n", + "1986 5115251\n", + "1990 5235827\n", + "1989 5466192\n", + "dtype: int64" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "yearly_incidence.sort_values()" ] @@ -362,9 +2498,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "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)" ] diff --git a/module3/exo1/incidence-PAY-3.csv b/module3/exo1/incidence-PAY-3.csv new file mode 100644 index 0000000000000000000000000000000000000000..3d5c07b290f1ca59c8c73f0fbd0cb321e64d353d --- /dev/null +++ b/module3/exo1/incidence-PAY-3.csv @@ -0,0 +1,2118 @@ +# {"source":"réseau Sentinelles, INSERM, Sorbonne Université, https:\/\/www.sentiweb.fr","meta":{"period":[198444,202520],"geo":["PAY",0],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false,"age_group":false,"span":"all"},"date":"2025-05-21T11:34:39+02:00","bundle":"1747820078"} +week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name +202520,3,23077,17228,28926,34,25,43,FR,France +202519,3,16342,12366,20318,24,18,30,FR,France +202518,3,18115,13975,22255,27,21,33,FR,France +202517,3,22150,17291,27009,33,26,40,FR,France +202516,3,28564,22550,34578,43,34,52,FR,France +202515,3,35721,29592,41850,53,44,62,FR,France +202514,3,37579,31232,43926,56,47,65,FR,France +202513,3,39673,33686,45660,59,50,68,FR,France +202512,3,52543,45627,59459,78,68,88,FR,France +202511,3,59469,52154,66784,89,78,100,FR,France +202510,3,60334,53048,67620,90,79,101,FR,France +202509,3,84531,74994,94068,126,112,140,FR,France +202508,3,136020,124824,147216,203,186,220,FR,France +202507,3,208952,195988,221916,312,293,331,FR,France +202506,3,273519,258159,288879,408,385,431,FR,France +202505,3,334395,318416,350374,499,475,523,FR,France +202504,3,350043,332885,367201,522,496,548,FR,France +202503,3,252772,238917,266627,377,356,398,FR,France +202502,3,257247,242991,271503,384,363,405,FR,France +202501,3,231549,214627,248471,345,320,370,FR,France +202452,3,201726,185870,217582,302,278,326,FR,France +202451,3,201697,187843,215551,302,281,323,FR,France +202450,3,136694,126369,147019,205,190,220,FR,France +202449,3,108487,99037,117937,163,149,177,FR,France +202448,3,87381,78687,96075,131,118,144,FR,France +202447,3,76286,67626,84946,114,101,127,FR,France +202446,3,56399,49006,63792,85,74,96,FR,France +202445,3,47347,40843,53851,71,61,81,FR,France +202444,3,36039,30122,41956,54,45,63,FR,France +202443,3,46572,39928,53216,70,60,80,FR,France +202442,3,67785,60009,75561,102,90,114,FR,France +202441,3,79435,71386,87484,119,107,131,FR,France +202440,3,84965,76555,93375,127,114,140,FR,France +202439,3,91660,82937,100383,137,124,150,FR,France +202438,3,91786,82903,100669,138,125,151,FR,France +202437,3,56460,49319,63601,85,74,96,FR,France +202436,3,33657,27906,39408,50,41,59,FR,France +202435,3,27454,22069,32839,41,33,49,FR,France +202434,3,26717,21003,32431,40,31,49,FR,France +202433,3,20623,15349,25897,31,23,39,FR,France +202432,3,23187,17532,28842,35,27,43,FR,France +202431,3,26035,20267,31803,39,30,48,FR,France +202430,3,36393,28593,44193,55,43,67,FR,France +202429,3,39560,32592,46528,59,49,69,FR,France +202428,3,54342,45781,62903,81,68,94,FR,France +202427,3,47364,40234,54494,71,60,82,FR,France +202426,3,44219,36956,51482,66,55,77,FR,France +202425,3,47204,40300,54108,71,61,81,FR,France +202424,3,41110,34671,47549,62,52,72,FR,France +202423,3,35875,30610,41140,54,46,62,FR,France +202422,3,33772,28274,39270,51,43,59,FR,France +202421,3,21963,17556,26370,33,26,40,FR,France +202420,3,20057,15780,24334,30,24,36,FR,France +202419,3,15375,11274,19476,23,17,29,FR,France +202418,3,22409,17653,27165,34,27,41,FR,France +202417,3,27042,21410,32674,41,33,49,FR,France +202416,3,28882,23305,34459,43,35,51,FR,France +202415,3,30229,24648,35810,45,37,53,FR,France +202414,3,31813,26529,37097,48,40,56,FR,France +202413,3,35090,29607,40573,53,45,61,FR,France +202412,3,40639,34582,46696,61,52,70,FR,France +202411,3,50268,43331,57205,75,65,85,FR,France +202410,3,60107,52623,67591,90,79,101,FR,France +202409,3,71121,62920,79322,107,95,119,FR,France +202408,3,104566,94520,114612,157,142,172,FR,France +202407,3,138078,127050,149106,207,190,224,FR,France +202406,3,190062,177955,202169,285,267,303,FR,France +202405,3,216237,203595,228879,324,305,343,FR,France +202404,3,213196,200547,225845,320,301,339,FR,France +202403,3,163457,152276,174638,245,228,262,FR,France +202402,3,129436,119453,139419,194,179,209,FR,France +202401,3,120769,109452,132086,181,164,198,FR,France +202352,3,115446,103738,127154,174,156,192,FR,France +202351,3,148755,136546,160964,224,206,242,FR,France +202350,3,147971,136787,159155,223,206,240,FR,France +202349,3,147552,136422,158682,222,205,239,FR,France +202348,3,124204,113479,134929,187,171,203,FR,France +202347,3,110948,100694,121202,167,152,182,FR,France +202346,3,83894,75134,92654,126,113,139,FR,France +202345,3,72003,63178,80828,108,95,121,FR,France +202344,3,49952,42813,57091,75,64,86,FR,France +202343,3,44982,38170,51794,68,58,78,FR,France +202342,3,56842,49277,64407,86,75,97,FR,France +202341,3,58357,51032,65682,88,77,99,FR,France +202340,3,68894,60069,77719,104,91,117,FR,France +202339,3,72003,63452,80554,108,95,121,FR,France +202338,3,63218,55227,71209,95,83,107,FR,France +202337,3,49085,42079,56091,74,63,85,FR,France +202336,3,38247,32237,44257,58,49,67,FR,France +202335,3,31695,26013,37377,48,39,57,FR,France +202334,3,26663,21057,32269,40,32,48,FR,France +202333,3,19144,13161,25127,29,20,38,FR,France +202332,3,14641,10285,18997,22,15,29,FR,France +202331,3,15286,10705,19867,23,16,30,FR,France +202330,3,13205,8647,17763,20,13,27,FR,France +202329,3,11122,7113,15131,17,11,23,FR,France +202328,3,9179,5703,12655,14,9,19,FR,France +202327,3,8999,5763,12235,14,9,19,FR,France +202326,3,9023,5934,12112,14,9,19,FR,France +202325,3,10090,6739,13441,15,10,20,FR,France +202324,3,11308,7639,14977,17,11,23,FR,France +202323,3,14300,10661,17939,22,17,27,FR,France +202322,3,18303,13822,22784,28,21,35,FR,France +202321,3,16460,12188,20732,25,19,31,FR,France +202320,3,16162,11963,20361,24,18,30,FR,France +202319,3,16901,12577,21225,25,18,32,FR,France +202318,3,19929,15402,24456,30,23,37,FR,France +202317,3,27007,21779,32235,41,33,49,FR,France +202316,3,27875,22767,32983,42,34,50,FR,France +202315,3,37455,30993,43917,56,46,66,FR,France +202314,3,48060,40671,55449,72,61,83,FR,France +202313,3,64859,56800,72918,98,86,110,FR,France +202312,3,72750,64499,81001,109,97,121,FR,France +202311,3,74638,66420,82856,112,100,124,FR,France +202310,3,76368,68243,84493,115,103,127,FR,France +202309,3,62062,54778,69346,93,82,104,FR,France +202308,3,76391,68065,84717,115,102,128,FR,France +202307,3,89851,80397,99305,135,121,149,FR,France +202306,3,97368,87636,107100,146,131,161,FR,France +202305,3,95469,86268,104670,144,130,158,FR,France +202304,3,74901,66916,82886,113,101,125,FR,France +202303,3,69570,61893,77247,105,93,117,FR,France +202302,3,78260,70090,86430,118,106,130,FR,France +202301,3,121773,111024,132522,183,167,199,FR,France +202252,3,155371,142004,168738,234,214,254,FR,France +202251,3,248319,232128,264510,374,350,398,FR,France +202250,3,234143,219402,248884,353,331,375,FR,France +202249,3,163384,151691,175077,246,228,264,FR,France +202248,3,121691,111744,131638,184,169,199,FR,France +202247,3,96416,87230,105602,145,131,159,FR,France +202246,3,67735,60075,75395,102,90,114,FR,France +202245,3,45306,38909,51703,68,58,78,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 +202225,3,22840,18538,27142,34,28,40,FR,France +202224,3,19294,15406,23182,29,23,35,FR,France +202223,3,17159,13450,20868,26,20,32,FR,France +202222,3,14230,10924,17536,21,16,26,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,-,,,-,,,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