diff --git "a/module3/exo1/\\lurs\\_comptes\\AB283490\\personnel\\documents\\MOOC\\inc-25-PAY.csv" "b/module3/exo1/\\lurs\\_comptes\\AB283490\\personnel\\documents\\MOOC\\inc-25-PAY.csv"
new file mode 100644
index 0000000000000000000000000000000000000000..5ae405bf6a92b1e4cb9cc89fac138caa90dae467
--- /dev/null
+++ "b/module3/exo1/\\lurs\\_comptes\\AB283490\\personnel\\documents\\MOOC\\inc-25-PAY.csv"
@@ -0,0 +1,2112 @@
+# {"source":"réseau Sentinelles, INSERM, Sorbonne Université, https:\/\/www.sentiweb.fr","meta":{"period":[198444,202514],"geo":["PAY",0],"geo_ref":"insee","indicator":"3","type":"all","conf_int":true,"compact":false,"age_group":false,"span":"all"},"date":"2025-04-09T16:12:57+02:00","bundle":"1744207977"}
+week,indicator,inc,inc_low,inc_up,inc100,inc100_low,inc100_up,geo_insee,geo_name
+202514,3,44766,36591,52941,67,55,79,FR,France
+202513,3,39873,33848,45898,59,50,68,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
diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb
index 59d72b5b58a3ae26346460dd39e62a39c55243d7..c7402f0da9b8fa9571a0895e66ed1de621954cd9 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": [
@@ -28,13 +28,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "execution_count": 2,
+   "metadata": {},
    "outputs": [],
    "source": [
-    "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\""
+    "data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\"\n",
+    "data_csv = \"\\\\lurs\\_comptes\\AB283490\\personnel\\documents\\MOOC\\inc-25-PAY.csv\"\n",
+    "\n",
+    "import os\n",
+    "import urllib.request\n",
+    "if not os.path.exists(data_csv):\n",
+    "    urllib.request.urlretrieve(data_url, data_csv)"
    ]
   },
   {
@@ -61,11 +65,978 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>week</th>\n",
+       "      <th>indicator</th>\n",
+       "      <th>inc</th>\n",
+       "      <th>inc_low</th>\n",
+       "      <th>inc_up</th>\n",
+       "      <th>inc100</th>\n",
+       "      <th>inc100_low</th>\n",
+       "      <th>inc100_up</th>\n",
+       "      <th>geo_insee</th>\n",
+       "      <th>geo_name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>202514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>44766</td>\n",
+       "      <td>36591.0</td>\n",
+       "      <td>52941.0</td>\n",
+       "      <td>67</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>39873</td>\n",
+       "      <td>33848.0</td>\n",
+       "      <td>45898.0</td>\n",
+       "      <td>59</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>52543</td>\n",
+       "      <td>45627.0</td>\n",
+       "      <td>59459.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>59469</td>\n",
+       "      <td>52154.0</td>\n",
+       "      <td>66784.0</td>\n",
+       "      <td>89</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>60334</td>\n",
+       "      <td>53048.0</td>\n",
+       "      <td>67620.0</td>\n",
+       "      <td>90</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>202509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84531</td>\n",
+       "      <td>74994.0</td>\n",
+       "      <td>94068.0</td>\n",
+       "      <td>126</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>202508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136020</td>\n",
+       "      <td>124824.0</td>\n",
+       "      <td>147216.0</td>\n",
+       "      <td>203</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>202507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>208952</td>\n",
+       "      <td>195988.0</td>\n",
+       "      <td>221916.0</td>\n",
+       "      <td>312</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>202506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>273519</td>\n",
+       "      <td>258159.0</td>\n",
+       "      <td>288879.0</td>\n",
+       "      <td>408</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>202505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>334395</td>\n",
+       "      <td>318416.0</td>\n",
+       "      <td>350374.0</td>\n",
+       "      <td>499</td>\n",
+       "      <td>475.0</td>\n",
+       "      <td>523.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>202504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>350043</td>\n",
+       "      <td>332885.0</td>\n",
+       "      <td>367201.0</td>\n",
+       "      <td>522</td>\n",
+       "      <td>496.0</td>\n",
+       "      <td>548.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>202503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>252772</td>\n",
+       "      <td>238917.0</td>\n",
+       "      <td>266627.0</td>\n",
+       "      <td>377</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>202502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>257247</td>\n",
+       "      <td>242991.0</td>\n",
+       "      <td>271503.0</td>\n",
+       "      <td>384</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>202501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>231549</td>\n",
+       "      <td>214627.0</td>\n",
+       "      <td>248471.0</td>\n",
+       "      <td>345</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>202452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201726</td>\n",
+       "      <td>185870.0</td>\n",
+       "      <td>217582.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>202451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201697</td>\n",
+       "      <td>187843.0</td>\n",
+       "      <td>215551.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>202450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136694</td>\n",
+       "      <td>126369.0</td>\n",
+       "      <td>147019.0</td>\n",
+       "      <td>205</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>202449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>108487</td>\n",
+       "      <td>99037.0</td>\n",
+       "      <td>117937.0</td>\n",
+       "      <td>163</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>202448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87381</td>\n",
+       "      <td>78687.0</td>\n",
+       "      <td>96075.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>202447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>76286</td>\n",
+       "      <td>67626.0</td>\n",
+       "      <td>84946.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>202446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56399</td>\n",
+       "      <td>49006.0</td>\n",
+       "      <td>63792.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>202445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>47347</td>\n",
+       "      <td>40843.0</td>\n",
+       "      <td>53851.0</td>\n",
+       "      <td>71</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>202444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>36039</td>\n",
+       "      <td>30122.0</td>\n",
+       "      <td>41956.0</td>\n",
+       "      <td>54</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>202443</td>\n",
+       "      <td>3</td>\n",
+       "      <td>46572</td>\n",
+       "      <td>39928.0</td>\n",
+       "      <td>53216.0</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>202442</td>\n",
+       "      <td>3</td>\n",
+       "      <td>67785</td>\n",
+       "      <td>60009.0</td>\n",
+       "      <td>75561.0</td>\n",
+       "      <td>102</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>202441</td>\n",
+       "      <td>3</td>\n",
+       "      <td>79435</td>\n",
+       "      <td>71386.0</td>\n",
+       "      <td>87484.0</td>\n",
+       "      <td>119</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>202440</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84965</td>\n",
+       "      <td>76555.0</td>\n",
+       "      <td>93375.0</td>\n",
+       "      <td>127</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>202439</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91660</td>\n",
+       "      <td>82937.0</td>\n",
+       "      <td>100383.0</td>\n",
+       "      <td>137</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>202438</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91786</td>\n",
+       "      <td>82903.0</td>\n",
+       "      <td>100669.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>202437</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56460</td>\n",
+       "      <td>49319.0</td>\n",
+       "      <td>63601.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2080</th>\n",
+       "      <td>198521</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26096</td>\n",
+       "      <td>19621.0</td>\n",
+       "      <td>32571.0</td>\n",
+       "      <td>47</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2081</th>\n",
+       "      <td>198520</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27896</td>\n",
+       "      <td>20885.0</td>\n",
+       "      <td>34907.0</td>\n",
+       "      <td>51</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2082</th>\n",
+       "      <td>198519</td>\n",
+       "      <td>3</td>\n",
+       "      <td>43154</td>\n",
+       "      <td>32821.0</td>\n",
+       "      <td>53487.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2083</th>\n",
+       "      <td>198518</td>\n",
+       "      <td>3</td>\n",
+       "      <td>40555</td>\n",
+       "      <td>29935.0</td>\n",
+       "      <td>51175.0</td>\n",
+       "      <td>74</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2084</th>\n",
+       "      <td>198517</td>\n",
+       "      <td>3</td>\n",
+       "      <td>34053</td>\n",
+       "      <td>24366.0</td>\n",
+       "      <td>43740.0</td>\n",
+       "      <td>62</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2085</th>\n",
+       "      <td>198516</td>\n",
+       "      <td>3</td>\n",
+       "      <td>50362</td>\n",
+       "      <td>36451.0</td>\n",
+       "      <td>64273.0</td>\n",
+       "      <td>91</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2086</th>\n",
+       "      <td>198515</td>\n",
+       "      <td>3</td>\n",
+       "      <td>63881</td>\n",
+       "      <td>45538.0</td>\n",
+       "      <td>82224.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2087</th>\n",
+       "      <td>198514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>134545</td>\n",
+       "      <td>114400.0</td>\n",
+       "      <td>154690.0</td>\n",
+       "      <td>244</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2088</th>\n",
+       "      <td>198513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>197206</td>\n",
+       "      <td>176080.0</td>\n",
+       "      <td>218332.0</td>\n",
+       "      <td>357</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2089</th>\n",
+       "      <td>198512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>245240</td>\n",
+       "      <td>223304.0</td>\n",
+       "      <td>267176.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>485.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2090</th>\n",
+       "      <td>198511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>276205</td>\n",
+       "      <td>252399.0</td>\n",
+       "      <td>300011.0</td>\n",
+       "      <td>501</td>\n",
+       "      <td>458.0</td>\n",
+       "      <td>544.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2091</th>\n",
+       "      <td>198510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>353231</td>\n",
+       "      <td>326279.0</td>\n",
+       "      <td>380183.0</td>\n",
+       "      <td>640</td>\n",
+       "      <td>591.0</td>\n",
+       "      <td>689.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2092</th>\n",
+       "      <td>198509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>369895</td>\n",
+       "      <td>341109.0</td>\n",
+       "      <td>398681.0</td>\n",
+       "      <td>670</td>\n",
+       "      <td>618.0</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2093</th>\n",
+       "      <td>198508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>389886</td>\n",
+       "      <td>359529.0</td>\n",
+       "      <td>420243.0</td>\n",
+       "      <td>707</td>\n",
+       "      <td>652.0</td>\n",
+       "      <td>762.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2094</th>\n",
+       "      <td>198507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>471852</td>\n",
+       "      <td>432599.0</td>\n",
+       "      <td>511105.0</td>\n",
+       "      <td>855</td>\n",
+       "      <td>784.0</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2095</th>\n",
+       "      <td>198506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>565825</td>\n",
+       "      <td>518011.0</td>\n",
+       "      <td>613639.0</td>\n",
+       "      <td>1026</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2096</th>\n",
+       "      <td>198505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>637302</td>\n",
+       "      <td>592795.0</td>\n",
+       "      <td>681809.0</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>1074.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2097</th>\n",
+       "      <td>198504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>424937</td>\n",
+       "      <td>390794.0</td>\n",
+       "      <td>459080.0</td>\n",
+       "      <td>770</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2098</th>\n",
+       "      <td>198503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>213901</td>\n",
+       "      <td>174689.0</td>\n",
+       "      <td>253113.0</td>\n",
+       "      <td>388</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>459.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2099</th>\n",
+       "      <td>198502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>97586</td>\n",
+       "      <td>80949.0</td>\n",
+       "      <td>114223.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2100</th>\n",
+       "      <td>198501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>85489</td>\n",
+       "      <td>65918.0</td>\n",
+       "      <td>105060.0</td>\n",
+       "      <td>155</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2101</th>\n",
+       "      <td>198452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84830</td>\n",
+       "      <td>60602.0</td>\n",
+       "      <td>109058.0</td>\n",
+       "      <td>154</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2102</th>\n",
+       "      <td>198451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101726</td>\n",
+       "      <td>80242.0</td>\n",
+       "      <td>123210.0</td>\n",
+       "      <td>185</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2103</th>\n",
+       "      <td>198450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>123680</td>\n",
+       "      <td>101401.0</td>\n",
+       "      <td>145959.0</td>\n",
+       "      <td>225</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2104</th>\n",
+       "      <td>198449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101073</td>\n",
+       "      <td>81684.0</td>\n",
+       "      <td>120462.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2105</th>\n",
+       "      <td>198448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>78620</td>\n",
+       "      <td>60634.0</td>\n",
+       "      <td>96606.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2106</th>\n",
+       "      <td>198447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>72029</td>\n",
+       "      <td>54274.0</td>\n",
+       "      <td>89784.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2107</th>\n",
+       "      <td>198446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87330</td>\n",
+       "      <td>67686.0</td>\n",
+       "      <td>106974.0</td>\n",
+       "      <td>159</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2108</th>\n",
+       "      <td>198445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>135223</td>\n",
+       "      <td>101414.0</td>\n",
+       "      <td>169032.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2109</th>\n",
+       "      <td>198444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>68422</td>\n",
+       "      <td>20056.0</td>\n",
+       "      <td>116788.0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2110 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator     inc   inc_low    inc_up inc100  inc100_low  \\\n",
+       "0     202514          3   44766   36591.0   52941.0     67        55.0   \n",
+       "1     202513          3   39873   33848.0   45898.0     59        50.0   \n",
+       "2     202512          3   52543   45627.0   59459.0     78        68.0   \n",
+       "3     202511          3   59469   52154.0   66784.0     89        78.0   \n",
+       "4     202510          3   60334   53048.0   67620.0     90        79.0   \n",
+       "5     202509          3   84531   74994.0   94068.0    126       112.0   \n",
+       "6     202508          3  136020  124824.0  147216.0    203       186.0   \n",
+       "7     202507          3  208952  195988.0  221916.0    312       293.0   \n",
+       "8     202506          3  273519  258159.0  288879.0    408       385.0   \n",
+       "9     202505          3  334395  318416.0  350374.0    499       475.0   \n",
+       "10    202504          3  350043  332885.0  367201.0    522       496.0   \n",
+       "11    202503          3  252772  238917.0  266627.0    377       356.0   \n",
+       "12    202502          3  257247  242991.0  271503.0    384       363.0   \n",
+       "13    202501          3  231549  214627.0  248471.0    345       320.0   \n",
+       "14    202452          3  201726  185870.0  217582.0    302       278.0   \n",
+       "15    202451          3  201697  187843.0  215551.0    302       281.0   \n",
+       "16    202450          3  136694  126369.0  147019.0    205       190.0   \n",
+       "17    202449          3  108487   99037.0  117937.0    163       149.0   \n",
+       "18    202448          3   87381   78687.0   96075.0    131       118.0   \n",
+       "19    202447          3   76286   67626.0   84946.0    114       101.0   \n",
+       "20    202446          3   56399   49006.0   63792.0     85        74.0   \n",
+       "21    202445          3   47347   40843.0   53851.0     71        61.0   \n",
+       "22    202444          3   36039   30122.0   41956.0     54        45.0   \n",
+       "23    202443          3   46572   39928.0   53216.0     70        60.0   \n",
+       "24    202442          3   67785   60009.0   75561.0    102        90.0   \n",
+       "25    202441          3   79435   71386.0   87484.0    119       107.0   \n",
+       "26    202440          3   84965   76555.0   93375.0    127       114.0   \n",
+       "27    202439          3   91660   82937.0  100383.0    137       124.0   \n",
+       "28    202438          3   91786   82903.0  100669.0    138       125.0   \n",
+       "29    202437          3   56460   49319.0   63601.0     85        74.0   \n",
+       "...      ...        ...     ...       ...       ...    ...         ...   \n",
+       "2080  198521          3   26096   19621.0   32571.0     47        35.0   \n",
+       "2081  198520          3   27896   20885.0   34907.0     51        38.0   \n",
+       "2082  198519          3   43154   32821.0   53487.0     78        59.0   \n",
+       "2083  198518          3   40555   29935.0   51175.0     74        55.0   \n",
+       "2084  198517          3   34053   24366.0   43740.0     62        44.0   \n",
+       "2085  198516          3   50362   36451.0   64273.0     91        66.0   \n",
+       "2086  198515          3   63881   45538.0   82224.0    116        83.0   \n",
+       "2087  198514          3  134545  114400.0  154690.0    244       207.0   \n",
+       "2088  198513          3  197206  176080.0  218332.0    357       319.0   \n",
+       "2089  198512          3  245240  223304.0  267176.0    445       405.0   \n",
+       "2090  198511          3  276205  252399.0  300011.0    501       458.0   \n",
+       "2091  198510          3  353231  326279.0  380183.0    640       591.0   \n",
+       "2092  198509          3  369895  341109.0  398681.0    670       618.0   \n",
+       "2093  198508          3  389886  359529.0  420243.0    707       652.0   \n",
+       "2094  198507          3  471852  432599.0  511105.0    855       784.0   \n",
+       "2095  198506          3  565825  518011.0  613639.0   1026       939.0   \n",
+       "2096  198505          3  637302  592795.0  681809.0   1155      1074.0   \n",
+       "2097  198504          3  424937  390794.0  459080.0    770       708.0   \n",
+       "2098  198503          3  213901  174689.0  253113.0    388       317.0   \n",
+       "2099  198502          3   97586   80949.0  114223.0    177       147.0   \n",
+       "2100  198501          3   85489   65918.0  105060.0    155       120.0   \n",
+       "2101  198452          3   84830   60602.0  109058.0    154       110.0   \n",
+       "2102  198451          3  101726   80242.0  123210.0    185       146.0   \n",
+       "2103  198450          3  123680  101401.0  145959.0    225       184.0   \n",
+       "2104  198449          3  101073   81684.0  120462.0    184       149.0   \n",
+       "2105  198448          3   78620   60634.0   96606.0    143       110.0   \n",
+       "2106  198447          3   72029   54274.0   89784.0    131        99.0   \n",
+       "2107  198446          3   87330   67686.0  106974.0    159       123.0   \n",
+       "2108  198445          3  135223  101414.0  169032.0    246       184.0   \n",
+       "2109  198444          3   68422   20056.0  116788.0    125        37.0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0          79.0        FR   France  \n",
+       "1          68.0        FR   France  \n",
+       "2          88.0        FR   France  \n",
+       "3         100.0        FR   France  \n",
+       "4         101.0        FR   France  \n",
+       "5         140.0        FR   France  \n",
+       "6         220.0        FR   France  \n",
+       "7         331.0        FR   France  \n",
+       "8         431.0        FR   France  \n",
+       "9         523.0        FR   France  \n",
+       "10        548.0        FR   France  \n",
+       "11        398.0        FR   France  \n",
+       "12        405.0        FR   France  \n",
+       "13        370.0        FR   France  \n",
+       "14        326.0        FR   France  \n",
+       "15        323.0        FR   France  \n",
+       "16        220.0        FR   France  \n",
+       "17        177.0        FR   France  \n",
+       "18        144.0        FR   France  \n",
+       "19        127.0        FR   France  \n",
+       "20         96.0        FR   France  \n",
+       "21         81.0        FR   France  \n",
+       "22         63.0        FR   France  \n",
+       "23         80.0        FR   France  \n",
+       "24        114.0        FR   France  \n",
+       "25        131.0        FR   France  \n",
+       "26        140.0        FR   France  \n",
+       "27        150.0        FR   France  \n",
+       "28        151.0        FR   France  \n",
+       "29         96.0        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "2080       59.0        FR   France  \n",
+       "2081       64.0        FR   France  \n",
+       "2082       97.0        FR   France  \n",
+       "2083       93.0        FR   France  \n",
+       "2084       80.0        FR   France  \n",
+       "2085      116.0        FR   France  \n",
+       "2086      149.0        FR   France  \n",
+       "2087      281.0        FR   France  \n",
+       "2088      395.0        FR   France  \n",
+       "2089      485.0        FR   France  \n",
+       "2090      544.0        FR   France  \n",
+       "2091      689.0        FR   France  \n",
+       "2092      722.0        FR   France  \n",
+       "2093      762.0        FR   France  \n",
+       "2094      926.0        FR   France  \n",
+       "2095     1113.0        FR   France  \n",
+       "2096     1236.0        FR   France  \n",
+       "2097      832.0        FR   France  \n",
+       "2098      459.0        FR   France  \n",
+       "2099      207.0        FR   France  \n",
+       "2100      190.0        FR   France  \n",
+       "2101      198.0        FR   France  \n",
+       "2102      224.0        FR   France  \n",
+       "2103      266.0        FR   France  \n",
+       "2104      219.0        FR   France  \n",
+       "2105      176.0        FR   France  \n",
+       "2106      163.0        FR   France  \n",
+       "2107      195.0        FR   France  \n",
+       "2108      308.0        FR   France  \n",
+       "2109      213.0        FR   France  \n",
+       "\n",
+       "[2110 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "raw_data = pd.read_csv(data_url, skiprows=1)\n",
+    "raw_data = pd.read_csv(data_csv, skiprows=1)\n",
     "raw_data"
    ]
   },
@@ -78,9 +1049,73 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>week</th>\n",
+       "      <th>indicator</th>\n",
+       "      <th>inc</th>\n",
+       "      <th>inc_low</th>\n",
+       "      <th>inc_up</th>\n",
+       "      <th>inc100</th>\n",
+       "      <th>inc100_low</th>\n",
+       "      <th>inc100_up</th>\n",
+       "      <th>geo_insee</th>\n",
+       "      <th>geo_name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1873</th>\n",
+       "      <td>198919</td>\n",
+       "      <td>3</td>\n",
+       "      <td>-</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator inc  inc_low  inc_up inc100  inc100_low  inc100_up  \\\n",
+       "1873  198919          3   -      NaN     NaN      -         NaN        NaN   \n",
+       "\n",
+       "     geo_insee geo_name  \n",
+       "1873        FR   France  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "raw_data[raw_data.isnull().any(axis=1)]"
    ]
@@ -94,9 +1129,976 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>week</th>\n",
+       "      <th>indicator</th>\n",
+       "      <th>inc</th>\n",
+       "      <th>inc_low</th>\n",
+       "      <th>inc_up</th>\n",
+       "      <th>inc100</th>\n",
+       "      <th>inc100_low</th>\n",
+       "      <th>inc100_up</th>\n",
+       "      <th>geo_insee</th>\n",
+       "      <th>geo_name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>202514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>44766</td>\n",
+       "      <td>36591.0</td>\n",
+       "      <td>52941.0</td>\n",
+       "      <td>67</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>202513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>39873</td>\n",
+       "      <td>33848.0</td>\n",
+       "      <td>45898.0</td>\n",
+       "      <td>59</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>202512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>52543</td>\n",
+       "      <td>45627.0</td>\n",
+       "      <td>59459.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>202511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>59469</td>\n",
+       "      <td>52154.0</td>\n",
+       "      <td>66784.0</td>\n",
+       "      <td>89</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>202510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>60334</td>\n",
+       "      <td>53048.0</td>\n",
+       "      <td>67620.0</td>\n",
+       "      <td>90</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>202509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84531</td>\n",
+       "      <td>74994.0</td>\n",
+       "      <td>94068.0</td>\n",
+       "      <td>126</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>202508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136020</td>\n",
+       "      <td>124824.0</td>\n",
+       "      <td>147216.0</td>\n",
+       "      <td>203</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>202507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>208952</td>\n",
+       "      <td>195988.0</td>\n",
+       "      <td>221916.0</td>\n",
+       "      <td>312</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>202506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>273519</td>\n",
+       "      <td>258159.0</td>\n",
+       "      <td>288879.0</td>\n",
+       "      <td>408</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>202505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>334395</td>\n",
+       "      <td>318416.0</td>\n",
+       "      <td>350374.0</td>\n",
+       "      <td>499</td>\n",
+       "      <td>475.0</td>\n",
+       "      <td>523.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>202504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>350043</td>\n",
+       "      <td>332885.0</td>\n",
+       "      <td>367201.0</td>\n",
+       "      <td>522</td>\n",
+       "      <td>496.0</td>\n",
+       "      <td>548.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>202503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>252772</td>\n",
+       "      <td>238917.0</td>\n",
+       "      <td>266627.0</td>\n",
+       "      <td>377</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>202502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>257247</td>\n",
+       "      <td>242991.0</td>\n",
+       "      <td>271503.0</td>\n",
+       "      <td>384</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>202501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>231549</td>\n",
+       "      <td>214627.0</td>\n",
+       "      <td>248471.0</td>\n",
+       "      <td>345</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>202452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201726</td>\n",
+       "      <td>185870.0</td>\n",
+       "      <td>217582.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>202451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201697</td>\n",
+       "      <td>187843.0</td>\n",
+       "      <td>215551.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>202450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136694</td>\n",
+       "      <td>126369.0</td>\n",
+       "      <td>147019.0</td>\n",
+       "      <td>205</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>202449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>108487</td>\n",
+       "      <td>99037.0</td>\n",
+       "      <td>117937.0</td>\n",
+       "      <td>163</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>202448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87381</td>\n",
+       "      <td>78687.0</td>\n",
+       "      <td>96075.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>202447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>76286</td>\n",
+       "      <td>67626.0</td>\n",
+       "      <td>84946.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>202446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56399</td>\n",
+       "      <td>49006.0</td>\n",
+       "      <td>63792.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>202445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>47347</td>\n",
+       "      <td>40843.0</td>\n",
+       "      <td>53851.0</td>\n",
+       "      <td>71</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>202444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>36039</td>\n",
+       "      <td>30122.0</td>\n",
+       "      <td>41956.0</td>\n",
+       "      <td>54</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>202443</td>\n",
+       "      <td>3</td>\n",
+       "      <td>46572</td>\n",
+       "      <td>39928.0</td>\n",
+       "      <td>53216.0</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>202442</td>\n",
+       "      <td>3</td>\n",
+       "      <td>67785</td>\n",
+       "      <td>60009.0</td>\n",
+       "      <td>75561.0</td>\n",
+       "      <td>102</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>202441</td>\n",
+       "      <td>3</td>\n",
+       "      <td>79435</td>\n",
+       "      <td>71386.0</td>\n",
+       "      <td>87484.0</td>\n",
+       "      <td>119</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>202440</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84965</td>\n",
+       "      <td>76555.0</td>\n",
+       "      <td>93375.0</td>\n",
+       "      <td>127</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>202439</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91660</td>\n",
+       "      <td>82937.0</td>\n",
+       "      <td>100383.0</td>\n",
+       "      <td>137</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>202438</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91786</td>\n",
+       "      <td>82903.0</td>\n",
+       "      <td>100669.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>202437</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56460</td>\n",
+       "      <td>49319.0</td>\n",
+       "      <td>63601.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2080</th>\n",
+       "      <td>198521</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26096</td>\n",
+       "      <td>19621.0</td>\n",
+       "      <td>32571.0</td>\n",
+       "      <td>47</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2081</th>\n",
+       "      <td>198520</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27896</td>\n",
+       "      <td>20885.0</td>\n",
+       "      <td>34907.0</td>\n",
+       "      <td>51</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2082</th>\n",
+       "      <td>198519</td>\n",
+       "      <td>3</td>\n",
+       "      <td>43154</td>\n",
+       "      <td>32821.0</td>\n",
+       "      <td>53487.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2083</th>\n",
+       "      <td>198518</td>\n",
+       "      <td>3</td>\n",
+       "      <td>40555</td>\n",
+       "      <td>29935.0</td>\n",
+       "      <td>51175.0</td>\n",
+       "      <td>74</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2084</th>\n",
+       "      <td>198517</td>\n",
+       "      <td>3</td>\n",
+       "      <td>34053</td>\n",
+       "      <td>24366.0</td>\n",
+       "      <td>43740.0</td>\n",
+       "      <td>62</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2085</th>\n",
+       "      <td>198516</td>\n",
+       "      <td>3</td>\n",
+       "      <td>50362</td>\n",
+       "      <td>36451.0</td>\n",
+       "      <td>64273.0</td>\n",
+       "      <td>91</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2086</th>\n",
+       "      <td>198515</td>\n",
+       "      <td>3</td>\n",
+       "      <td>63881</td>\n",
+       "      <td>45538.0</td>\n",
+       "      <td>82224.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2087</th>\n",
+       "      <td>198514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>134545</td>\n",
+       "      <td>114400.0</td>\n",
+       "      <td>154690.0</td>\n",
+       "      <td>244</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2088</th>\n",
+       "      <td>198513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>197206</td>\n",
+       "      <td>176080.0</td>\n",
+       "      <td>218332.0</td>\n",
+       "      <td>357</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2089</th>\n",
+       "      <td>198512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>245240</td>\n",
+       "      <td>223304.0</td>\n",
+       "      <td>267176.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>485.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2090</th>\n",
+       "      <td>198511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>276205</td>\n",
+       "      <td>252399.0</td>\n",
+       "      <td>300011.0</td>\n",
+       "      <td>501</td>\n",
+       "      <td>458.0</td>\n",
+       "      <td>544.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2091</th>\n",
+       "      <td>198510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>353231</td>\n",
+       "      <td>326279.0</td>\n",
+       "      <td>380183.0</td>\n",
+       "      <td>640</td>\n",
+       "      <td>591.0</td>\n",
+       "      <td>689.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2092</th>\n",
+       "      <td>198509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>369895</td>\n",
+       "      <td>341109.0</td>\n",
+       "      <td>398681.0</td>\n",
+       "      <td>670</td>\n",
+       "      <td>618.0</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2093</th>\n",
+       "      <td>198508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>389886</td>\n",
+       "      <td>359529.0</td>\n",
+       "      <td>420243.0</td>\n",
+       "      <td>707</td>\n",
+       "      <td>652.0</td>\n",
+       "      <td>762.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2094</th>\n",
+       "      <td>198507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>471852</td>\n",
+       "      <td>432599.0</td>\n",
+       "      <td>511105.0</td>\n",
+       "      <td>855</td>\n",
+       "      <td>784.0</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2095</th>\n",
+       "      <td>198506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>565825</td>\n",
+       "      <td>518011.0</td>\n",
+       "      <td>613639.0</td>\n",
+       "      <td>1026</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2096</th>\n",
+       "      <td>198505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>637302</td>\n",
+       "      <td>592795.0</td>\n",
+       "      <td>681809.0</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>1074.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2097</th>\n",
+       "      <td>198504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>424937</td>\n",
+       "      <td>390794.0</td>\n",
+       "      <td>459080.0</td>\n",
+       "      <td>770</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2098</th>\n",
+       "      <td>198503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>213901</td>\n",
+       "      <td>174689.0</td>\n",
+       "      <td>253113.0</td>\n",
+       "      <td>388</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>459.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2099</th>\n",
+       "      <td>198502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>97586</td>\n",
+       "      <td>80949.0</td>\n",
+       "      <td>114223.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2100</th>\n",
+       "      <td>198501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>85489</td>\n",
+       "      <td>65918.0</td>\n",
+       "      <td>105060.0</td>\n",
+       "      <td>155</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2101</th>\n",
+       "      <td>198452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84830</td>\n",
+       "      <td>60602.0</td>\n",
+       "      <td>109058.0</td>\n",
+       "      <td>154</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2102</th>\n",
+       "      <td>198451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101726</td>\n",
+       "      <td>80242.0</td>\n",
+       "      <td>123210.0</td>\n",
+       "      <td>185</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2103</th>\n",
+       "      <td>198450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>123680</td>\n",
+       "      <td>101401.0</td>\n",
+       "      <td>145959.0</td>\n",
+       "      <td>225</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2104</th>\n",
+       "      <td>198449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101073</td>\n",
+       "      <td>81684.0</td>\n",
+       "      <td>120462.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2105</th>\n",
+       "      <td>198448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>78620</td>\n",
+       "      <td>60634.0</td>\n",
+       "      <td>96606.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2106</th>\n",
+       "      <td>198447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>72029</td>\n",
+       "      <td>54274.0</td>\n",
+       "      <td>89784.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2107</th>\n",
+       "      <td>198446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87330</td>\n",
+       "      <td>67686.0</td>\n",
+       "      <td>106974.0</td>\n",
+       "      <td>159</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2108</th>\n",
+       "      <td>198445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>135223</td>\n",
+       "      <td>101414.0</td>\n",
+       "      <td>169032.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2109</th>\n",
+       "      <td>198444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>68422</td>\n",
+       "      <td>20056.0</td>\n",
+       "      <td>116788.0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2109 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        week  indicator     inc   inc_low    inc_up inc100  inc100_low  \\\n",
+       "0     202514          3   44766   36591.0   52941.0     67        55.0   \n",
+       "1     202513          3   39873   33848.0   45898.0     59        50.0   \n",
+       "2     202512          3   52543   45627.0   59459.0     78        68.0   \n",
+       "3     202511          3   59469   52154.0   66784.0     89        78.0   \n",
+       "4     202510          3   60334   53048.0   67620.0     90        79.0   \n",
+       "5     202509          3   84531   74994.0   94068.0    126       112.0   \n",
+       "6     202508          3  136020  124824.0  147216.0    203       186.0   \n",
+       "7     202507          3  208952  195988.0  221916.0    312       293.0   \n",
+       "8     202506          3  273519  258159.0  288879.0    408       385.0   \n",
+       "9     202505          3  334395  318416.0  350374.0    499       475.0   \n",
+       "10    202504          3  350043  332885.0  367201.0    522       496.0   \n",
+       "11    202503          3  252772  238917.0  266627.0    377       356.0   \n",
+       "12    202502          3  257247  242991.0  271503.0    384       363.0   \n",
+       "13    202501          3  231549  214627.0  248471.0    345       320.0   \n",
+       "14    202452          3  201726  185870.0  217582.0    302       278.0   \n",
+       "15    202451          3  201697  187843.0  215551.0    302       281.0   \n",
+       "16    202450          3  136694  126369.0  147019.0    205       190.0   \n",
+       "17    202449          3  108487   99037.0  117937.0    163       149.0   \n",
+       "18    202448          3   87381   78687.0   96075.0    131       118.0   \n",
+       "19    202447          3   76286   67626.0   84946.0    114       101.0   \n",
+       "20    202446          3   56399   49006.0   63792.0     85        74.0   \n",
+       "21    202445          3   47347   40843.0   53851.0     71        61.0   \n",
+       "22    202444          3   36039   30122.0   41956.0     54        45.0   \n",
+       "23    202443          3   46572   39928.0   53216.0     70        60.0   \n",
+       "24    202442          3   67785   60009.0   75561.0    102        90.0   \n",
+       "25    202441          3   79435   71386.0   87484.0    119       107.0   \n",
+       "26    202440          3   84965   76555.0   93375.0    127       114.0   \n",
+       "27    202439          3   91660   82937.0  100383.0    137       124.0   \n",
+       "28    202438          3   91786   82903.0  100669.0    138       125.0   \n",
+       "29    202437          3   56460   49319.0   63601.0     85        74.0   \n",
+       "...      ...        ...     ...       ...       ...    ...         ...   \n",
+       "2080  198521          3   26096   19621.0   32571.0     47        35.0   \n",
+       "2081  198520          3   27896   20885.0   34907.0     51        38.0   \n",
+       "2082  198519          3   43154   32821.0   53487.0     78        59.0   \n",
+       "2083  198518          3   40555   29935.0   51175.0     74        55.0   \n",
+       "2084  198517          3   34053   24366.0   43740.0     62        44.0   \n",
+       "2085  198516          3   50362   36451.0   64273.0     91        66.0   \n",
+       "2086  198515          3   63881   45538.0   82224.0    116        83.0   \n",
+       "2087  198514          3  134545  114400.0  154690.0    244       207.0   \n",
+       "2088  198513          3  197206  176080.0  218332.0    357       319.0   \n",
+       "2089  198512          3  245240  223304.0  267176.0    445       405.0   \n",
+       "2090  198511          3  276205  252399.0  300011.0    501       458.0   \n",
+       "2091  198510          3  353231  326279.0  380183.0    640       591.0   \n",
+       "2092  198509          3  369895  341109.0  398681.0    670       618.0   \n",
+       "2093  198508          3  389886  359529.0  420243.0    707       652.0   \n",
+       "2094  198507          3  471852  432599.0  511105.0    855       784.0   \n",
+       "2095  198506          3  565825  518011.0  613639.0   1026       939.0   \n",
+       "2096  198505          3  637302  592795.0  681809.0   1155      1074.0   \n",
+       "2097  198504          3  424937  390794.0  459080.0    770       708.0   \n",
+       "2098  198503          3  213901  174689.0  253113.0    388       317.0   \n",
+       "2099  198502          3   97586   80949.0  114223.0    177       147.0   \n",
+       "2100  198501          3   85489   65918.0  105060.0    155       120.0   \n",
+       "2101  198452          3   84830   60602.0  109058.0    154       110.0   \n",
+       "2102  198451          3  101726   80242.0  123210.0    185       146.0   \n",
+       "2103  198450          3  123680  101401.0  145959.0    225       184.0   \n",
+       "2104  198449          3  101073   81684.0  120462.0    184       149.0   \n",
+       "2105  198448          3   78620   60634.0   96606.0    143       110.0   \n",
+       "2106  198447          3   72029   54274.0   89784.0    131        99.0   \n",
+       "2107  198446          3   87330   67686.0  106974.0    159       123.0   \n",
+       "2108  198445          3  135223  101414.0  169032.0    246       184.0   \n",
+       "2109  198444          3   68422   20056.0  116788.0    125        37.0   \n",
+       "\n",
+       "      inc100_up geo_insee geo_name  \n",
+       "0          79.0        FR   France  \n",
+       "1          68.0        FR   France  \n",
+       "2          88.0        FR   France  \n",
+       "3         100.0        FR   France  \n",
+       "4         101.0        FR   France  \n",
+       "5         140.0        FR   France  \n",
+       "6         220.0        FR   France  \n",
+       "7         331.0        FR   France  \n",
+       "8         431.0        FR   France  \n",
+       "9         523.0        FR   France  \n",
+       "10        548.0        FR   France  \n",
+       "11        398.0        FR   France  \n",
+       "12        405.0        FR   France  \n",
+       "13        370.0        FR   France  \n",
+       "14        326.0        FR   France  \n",
+       "15        323.0        FR   France  \n",
+       "16        220.0        FR   France  \n",
+       "17        177.0        FR   France  \n",
+       "18        144.0        FR   France  \n",
+       "19        127.0        FR   France  \n",
+       "20         96.0        FR   France  \n",
+       "21         81.0        FR   France  \n",
+       "22         63.0        FR   France  \n",
+       "23         80.0        FR   France  \n",
+       "24        114.0        FR   France  \n",
+       "25        131.0        FR   France  \n",
+       "26        140.0        FR   France  \n",
+       "27        150.0        FR   France  \n",
+       "28        151.0        FR   France  \n",
+       "29         96.0        FR   France  \n",
+       "...         ...       ...      ...  \n",
+       "2080       59.0        FR   France  \n",
+       "2081       64.0        FR   France  \n",
+       "2082       97.0        FR   France  \n",
+       "2083       93.0        FR   France  \n",
+       "2084       80.0        FR   France  \n",
+       "2085      116.0        FR   France  \n",
+       "2086      149.0        FR   France  \n",
+       "2087      281.0        FR   France  \n",
+       "2088      395.0        FR   France  \n",
+       "2089      485.0        FR   France  \n",
+       "2090      544.0        FR   France  \n",
+       "2091      689.0        FR   France  \n",
+       "2092      722.0        FR   France  \n",
+       "2093      762.0        FR   France  \n",
+       "2094      926.0        FR   France  \n",
+       "2095     1113.0        FR   France  \n",
+       "2096     1236.0        FR   France  \n",
+       "2097      832.0        FR   France  \n",
+       "2098      459.0        FR   France  \n",
+       "2099      207.0        FR   France  \n",
+       "2100      190.0        FR   France  \n",
+       "2101      198.0        FR   France  \n",
+       "2102      224.0        FR   France  \n",
+       "2103      266.0        FR   France  \n",
+       "2104      219.0        FR   France  \n",
+       "2105      176.0        FR   France  \n",
+       "2106      163.0        FR   France  \n",
+       "2107      195.0        FR   France  \n",
+       "2108      308.0        FR   France  \n",
+       "2109      213.0        FR   France  \n",
+       "\n",
+       "[2109 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "data = raw_data.dropna().copy()\n",
     "data"
@@ -122,7 +2124,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -152,13 +2154,994 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [],
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>week</th>\n",
+       "      <th>indicator</th>\n",
+       "      <th>inc</th>\n",
+       "      <th>inc_low</th>\n",
+       "      <th>inc_up</th>\n",
+       "      <th>inc100</th>\n",
+       "      <th>inc100_low</th>\n",
+       "      <th>inc100_up</th>\n",
+       "      <th>geo_insee</th>\n",
+       "      <th>geo_name</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>period</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1984-10-29/1984-11-04</th>\n",
+       "      <td>198444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>68422</td>\n",
+       "      <td>20056.0</td>\n",
+       "      <td>116788.0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-11-05/1984-11-11</th>\n",
+       "      <td>198445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>135223</td>\n",
+       "      <td>101414.0</td>\n",
+       "      <td>169032.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-11-12/1984-11-18</th>\n",
+       "      <td>198446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87330</td>\n",
+       "      <td>67686.0</td>\n",
+       "      <td>106974.0</td>\n",
+       "      <td>159</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-11-19/1984-11-25</th>\n",
+       "      <td>198447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>72029</td>\n",
+       "      <td>54274.0</td>\n",
+       "      <td>89784.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-11-26/1984-12-02</th>\n",
+       "      <td>198448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>78620</td>\n",
+       "      <td>60634.0</td>\n",
+       "      <td>96606.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-12-03/1984-12-09</th>\n",
+       "      <td>198449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101073</td>\n",
+       "      <td>81684.0</td>\n",
+       "      <td>120462.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-12-10/1984-12-16</th>\n",
+       "      <td>198450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>123680</td>\n",
+       "      <td>101401.0</td>\n",
+       "      <td>145959.0</td>\n",
+       "      <td>225</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-12-17/1984-12-23</th>\n",
+       "      <td>198451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>101726</td>\n",
+       "      <td>80242.0</td>\n",
+       "      <td>123210.0</td>\n",
+       "      <td>185</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-12-24/1984-12-30</th>\n",
+       "      <td>198452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84830</td>\n",
+       "      <td>60602.0</td>\n",
+       "      <td>109058.0</td>\n",
+       "      <td>154</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1984-12-31/1985-01-06</th>\n",
+       "      <td>198501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>85489</td>\n",
+       "      <td>65918.0</td>\n",
+       "      <td>105060.0</td>\n",
+       "      <td>155</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-01-07/1985-01-13</th>\n",
+       "      <td>198502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>97586</td>\n",
+       "      <td>80949.0</td>\n",
+       "      <td>114223.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-01-14/1985-01-20</th>\n",
+       "      <td>198503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>213901</td>\n",
+       "      <td>174689.0</td>\n",
+       "      <td>253113.0</td>\n",
+       "      <td>388</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>459.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-01-21/1985-01-27</th>\n",
+       "      <td>198504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>424937</td>\n",
+       "      <td>390794.0</td>\n",
+       "      <td>459080.0</td>\n",
+       "      <td>770</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-01-28/1985-02-03</th>\n",
+       "      <td>198505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>637302</td>\n",
+       "      <td>592795.0</td>\n",
+       "      <td>681809.0</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>1074.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-02-04/1985-02-10</th>\n",
+       "      <td>198506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>565825</td>\n",
+       "      <td>518011.0</td>\n",
+       "      <td>613639.0</td>\n",
+       "      <td>1026</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-02-11/1985-02-17</th>\n",
+       "      <td>198507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>471852</td>\n",
+       "      <td>432599.0</td>\n",
+       "      <td>511105.0</td>\n",
+       "      <td>855</td>\n",
+       "      <td>784.0</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-02-18/1985-02-24</th>\n",
+       "      <td>198508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>389886</td>\n",
+       "      <td>359529.0</td>\n",
+       "      <td>420243.0</td>\n",
+       "      <td>707</td>\n",
+       "      <td>652.0</td>\n",
+       "      <td>762.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-02-25/1985-03-03</th>\n",
+       "      <td>198509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>369895</td>\n",
+       "      <td>341109.0</td>\n",
+       "      <td>398681.0</td>\n",
+       "      <td>670</td>\n",
+       "      <td>618.0</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-03-04/1985-03-10</th>\n",
+       "      <td>198510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>353231</td>\n",
+       "      <td>326279.0</td>\n",
+       "      <td>380183.0</td>\n",
+       "      <td>640</td>\n",
+       "      <td>591.0</td>\n",
+       "      <td>689.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-03-11/1985-03-17</th>\n",
+       "      <td>198511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>276205</td>\n",
+       "      <td>252399.0</td>\n",
+       "      <td>300011.0</td>\n",
+       "      <td>501</td>\n",
+       "      <td>458.0</td>\n",
+       "      <td>544.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-03-18/1985-03-24</th>\n",
+       "      <td>198512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>245240</td>\n",
+       "      <td>223304.0</td>\n",
+       "      <td>267176.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>485.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-03-25/1985-03-31</th>\n",
+       "      <td>198513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>197206</td>\n",
+       "      <td>176080.0</td>\n",
+       "      <td>218332.0</td>\n",
+       "      <td>357</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-04-01/1985-04-07</th>\n",
+       "      <td>198514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>134545</td>\n",
+       "      <td>114400.0</td>\n",
+       "      <td>154690.0</td>\n",
+       "      <td>244</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-04-08/1985-04-14</th>\n",
+       "      <td>198515</td>\n",
+       "      <td>3</td>\n",
+       "      <td>63881</td>\n",
+       "      <td>45538.0</td>\n",
+       "      <td>82224.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-04-15/1985-04-21</th>\n",
+       "      <td>198516</td>\n",
+       "      <td>3</td>\n",
+       "      <td>50362</td>\n",
+       "      <td>36451.0</td>\n",
+       "      <td>64273.0</td>\n",
+       "      <td>91</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-04-22/1985-04-28</th>\n",
+       "      <td>198517</td>\n",
+       "      <td>3</td>\n",
+       "      <td>34053</td>\n",
+       "      <td>24366.0</td>\n",
+       "      <td>43740.0</td>\n",
+       "      <td>62</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-04-29/1985-05-05</th>\n",
+       "      <td>198518</td>\n",
+       "      <td>3</td>\n",
+       "      <td>40555</td>\n",
+       "      <td>29935.0</td>\n",
+       "      <td>51175.0</td>\n",
+       "      <td>74</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-05-06/1985-05-12</th>\n",
+       "      <td>198519</td>\n",
+       "      <td>3</td>\n",
+       "      <td>43154</td>\n",
+       "      <td>32821.0</td>\n",
+       "      <td>53487.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-05-13/1985-05-19</th>\n",
+       "      <td>198520</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27896</td>\n",
+       "      <td>20885.0</td>\n",
+       "      <td>34907.0</td>\n",
+       "      <td>51</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1985-05-20/1985-05-26</th>\n",
+       "      <td>198521</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26096</td>\n",
+       "      <td>19621.0</td>\n",
+       "      <td>32571.0</td>\n",
+       "      <td>47</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-09-09/2024-09-15</th>\n",
+       "      <td>202437</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56460</td>\n",
+       "      <td>49319.0</td>\n",
+       "      <td>63601.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-09-16/2024-09-22</th>\n",
+       "      <td>202438</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91786</td>\n",
+       "      <td>82903.0</td>\n",
+       "      <td>100669.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-09-23/2024-09-29</th>\n",
+       "      <td>202439</td>\n",
+       "      <td>3</td>\n",
+       "      <td>91660</td>\n",
+       "      <td>82937.0</td>\n",
+       "      <td>100383.0</td>\n",
+       "      <td>137</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-09-30/2024-10-06</th>\n",
+       "      <td>202440</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84965</td>\n",
+       "      <td>76555.0</td>\n",
+       "      <td>93375.0</td>\n",
+       "      <td>127</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-10-07/2024-10-13</th>\n",
+       "      <td>202441</td>\n",
+       "      <td>3</td>\n",
+       "      <td>79435</td>\n",
+       "      <td>71386.0</td>\n",
+       "      <td>87484.0</td>\n",
+       "      <td>119</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-10-14/2024-10-20</th>\n",
+       "      <td>202442</td>\n",
+       "      <td>3</td>\n",
+       "      <td>67785</td>\n",
+       "      <td>60009.0</td>\n",
+       "      <td>75561.0</td>\n",
+       "      <td>102</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-10-21/2024-10-27</th>\n",
+       "      <td>202443</td>\n",
+       "      <td>3</td>\n",
+       "      <td>46572</td>\n",
+       "      <td>39928.0</td>\n",
+       "      <td>53216.0</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-10-28/2024-11-03</th>\n",
+       "      <td>202444</td>\n",
+       "      <td>3</td>\n",
+       "      <td>36039</td>\n",
+       "      <td>30122.0</td>\n",
+       "      <td>41956.0</td>\n",
+       "      <td>54</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-11-04/2024-11-10</th>\n",
+       "      <td>202445</td>\n",
+       "      <td>3</td>\n",
+       "      <td>47347</td>\n",
+       "      <td>40843.0</td>\n",
+       "      <td>53851.0</td>\n",
+       "      <td>71</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-11-11/2024-11-17</th>\n",
+       "      <td>202446</td>\n",
+       "      <td>3</td>\n",
+       "      <td>56399</td>\n",
+       "      <td>49006.0</td>\n",
+       "      <td>63792.0</td>\n",
+       "      <td>85</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-11-18/2024-11-24</th>\n",
+       "      <td>202447</td>\n",
+       "      <td>3</td>\n",
+       "      <td>76286</td>\n",
+       "      <td>67626.0</td>\n",
+       "      <td>84946.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-11-25/2024-12-01</th>\n",
+       "      <td>202448</td>\n",
+       "      <td>3</td>\n",
+       "      <td>87381</td>\n",
+       "      <td>78687.0</td>\n",
+       "      <td>96075.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-12-02/2024-12-08</th>\n",
+       "      <td>202449</td>\n",
+       "      <td>3</td>\n",
+       "      <td>108487</td>\n",
+       "      <td>99037.0</td>\n",
+       "      <td>117937.0</td>\n",
+       "      <td>163</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-12-09/2024-12-15</th>\n",
+       "      <td>202450</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136694</td>\n",
+       "      <td>126369.0</td>\n",
+       "      <td>147019.0</td>\n",
+       "      <td>205</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-12-16/2024-12-22</th>\n",
+       "      <td>202451</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201697</td>\n",
+       "      <td>187843.0</td>\n",
+       "      <td>215551.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-12-23/2024-12-29</th>\n",
+       "      <td>202452</td>\n",
+       "      <td>3</td>\n",
+       "      <td>201726</td>\n",
+       "      <td>185870.0</td>\n",
+       "      <td>217582.0</td>\n",
+       "      <td>302</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-12-30/2025-01-05</th>\n",
+       "      <td>202501</td>\n",
+       "      <td>3</td>\n",
+       "      <td>231549</td>\n",
+       "      <td>214627.0</td>\n",
+       "      <td>248471.0</td>\n",
+       "      <td>345</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-01-06/2025-01-12</th>\n",
+       "      <td>202502</td>\n",
+       "      <td>3</td>\n",
+       "      <td>257247</td>\n",
+       "      <td>242991.0</td>\n",
+       "      <td>271503.0</td>\n",
+       "      <td>384</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-01-13/2025-01-19</th>\n",
+       "      <td>202503</td>\n",
+       "      <td>3</td>\n",
+       "      <td>252772</td>\n",
+       "      <td>238917.0</td>\n",
+       "      <td>266627.0</td>\n",
+       "      <td>377</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-01-20/2025-01-26</th>\n",
+       "      <td>202504</td>\n",
+       "      <td>3</td>\n",
+       "      <td>350043</td>\n",
+       "      <td>332885.0</td>\n",
+       "      <td>367201.0</td>\n",
+       "      <td>522</td>\n",
+       "      <td>496.0</td>\n",
+       "      <td>548.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-01-27/2025-02-02</th>\n",
+       "      <td>202505</td>\n",
+       "      <td>3</td>\n",
+       "      <td>334395</td>\n",
+       "      <td>318416.0</td>\n",
+       "      <td>350374.0</td>\n",
+       "      <td>499</td>\n",
+       "      <td>475.0</td>\n",
+       "      <td>523.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-02-03/2025-02-09</th>\n",
+       "      <td>202506</td>\n",
+       "      <td>3</td>\n",
+       "      <td>273519</td>\n",
+       "      <td>258159.0</td>\n",
+       "      <td>288879.0</td>\n",
+       "      <td>408</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-02-10/2025-02-16</th>\n",
+       "      <td>202507</td>\n",
+       "      <td>3</td>\n",
+       "      <td>208952</td>\n",
+       "      <td>195988.0</td>\n",
+       "      <td>221916.0</td>\n",
+       "      <td>312</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-02-17/2025-02-23</th>\n",
+       "      <td>202508</td>\n",
+       "      <td>3</td>\n",
+       "      <td>136020</td>\n",
+       "      <td>124824.0</td>\n",
+       "      <td>147216.0</td>\n",
+       "      <td>203</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-02-24/2025-03-02</th>\n",
+       "      <td>202509</td>\n",
+       "      <td>3</td>\n",
+       "      <td>84531</td>\n",
+       "      <td>74994.0</td>\n",
+       "      <td>94068.0</td>\n",
+       "      <td>126</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-03-03/2025-03-09</th>\n",
+       "      <td>202510</td>\n",
+       "      <td>3</td>\n",
+       "      <td>60334</td>\n",
+       "      <td>53048.0</td>\n",
+       "      <td>67620.0</td>\n",
+       "      <td>90</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-03-10/2025-03-16</th>\n",
+       "      <td>202511</td>\n",
+       "      <td>3</td>\n",
+       "      <td>59469</td>\n",
+       "      <td>52154.0</td>\n",
+       "      <td>66784.0</td>\n",
+       "      <td>89</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-03-17/2025-03-23</th>\n",
+       "      <td>202512</td>\n",
+       "      <td>3</td>\n",
+       "      <td>52543</td>\n",
+       "      <td>45627.0</td>\n",
+       "      <td>59459.0</td>\n",
+       "      <td>78</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-03-24/2025-03-30</th>\n",
+       "      <td>202513</td>\n",
+       "      <td>3</td>\n",
+       "      <td>39873</td>\n",
+       "      <td>33848.0</td>\n",
+       "      <td>45898.0</td>\n",
+       "      <td>59</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2025-03-31/2025-04-06</th>\n",
+       "      <td>202514</td>\n",
+       "      <td>3</td>\n",
+       "      <td>44766</td>\n",
+       "      <td>36591.0</td>\n",
+       "      <td>52941.0</td>\n",
+       "      <td>67</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FR</td>\n",
+       "      <td>France</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2109 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                         week  indicator     inc   inc_low    inc_up inc100  \\\n",
+       "period                                                                        \n",
+       "1984-10-29/1984-11-04  198444          3   68422   20056.0  116788.0    125   \n",
+       "1984-11-05/1984-11-11  198445          3  135223  101414.0  169032.0    246   \n",
+       "1984-11-12/1984-11-18  198446          3   87330   67686.0  106974.0    159   \n",
+       "1984-11-19/1984-11-25  198447          3   72029   54274.0   89784.0    131   \n",
+       "1984-11-26/1984-12-02  198448          3   78620   60634.0   96606.0    143   \n",
+       "1984-12-03/1984-12-09  198449          3  101073   81684.0  120462.0    184   \n",
+       "1984-12-10/1984-12-16  198450          3  123680  101401.0  145959.0    225   \n",
+       "1984-12-17/1984-12-23  198451          3  101726   80242.0  123210.0    185   \n",
+       "1984-12-24/1984-12-30  198452          3   84830   60602.0  109058.0    154   \n",
+       "1984-12-31/1985-01-06  198501          3   85489   65918.0  105060.0    155   \n",
+       "1985-01-07/1985-01-13  198502          3   97586   80949.0  114223.0    177   \n",
+       "1985-01-14/1985-01-20  198503          3  213901  174689.0  253113.0    388   \n",
+       "1985-01-21/1985-01-27  198504          3  424937  390794.0  459080.0    770   \n",
+       "1985-01-28/1985-02-03  198505          3  637302  592795.0  681809.0   1155   \n",
+       "1985-02-04/1985-02-10  198506          3  565825  518011.0  613639.0   1026   \n",
+       "1985-02-11/1985-02-17  198507          3  471852  432599.0  511105.0    855   \n",
+       "1985-02-18/1985-02-24  198508          3  389886  359529.0  420243.0    707   \n",
+       "1985-02-25/1985-03-03  198509          3  369895  341109.0  398681.0    670   \n",
+       "1985-03-04/1985-03-10  198510          3  353231  326279.0  380183.0    640   \n",
+       "1985-03-11/1985-03-17  198511          3  276205  252399.0  300011.0    501   \n",
+       "1985-03-18/1985-03-24  198512          3  245240  223304.0  267176.0    445   \n",
+       "1985-03-25/1985-03-31  198513          3  197206  176080.0  218332.0    357   \n",
+       "1985-04-01/1985-04-07  198514          3  134545  114400.0  154690.0    244   \n",
+       "1985-04-08/1985-04-14  198515          3   63881   45538.0   82224.0    116   \n",
+       "1985-04-15/1985-04-21  198516          3   50362   36451.0   64273.0     91   \n",
+       "1985-04-22/1985-04-28  198517          3   34053   24366.0   43740.0     62   \n",
+       "1985-04-29/1985-05-05  198518          3   40555   29935.0   51175.0     74   \n",
+       "1985-05-06/1985-05-12  198519          3   43154   32821.0   53487.0     78   \n",
+       "1985-05-13/1985-05-19  198520          3   27896   20885.0   34907.0     51   \n",
+       "1985-05-20/1985-05-26  198521          3   26096   19621.0   32571.0     47   \n",
+       "...                       ...        ...     ...       ...       ...    ...   \n",
+       "2024-09-09/2024-09-15  202437          3   56460   49319.0   63601.0     85   \n",
+       "2024-09-16/2024-09-22  202438          3   91786   82903.0  100669.0    138   \n",
+       "2024-09-23/2024-09-29  202439          3   91660   82937.0  100383.0    137   \n",
+       "2024-09-30/2024-10-06  202440          3   84965   76555.0   93375.0    127   \n",
+       "2024-10-07/2024-10-13  202441          3   79435   71386.0   87484.0    119   \n",
+       "2024-10-14/2024-10-20  202442          3   67785   60009.0   75561.0    102   \n",
+       "2024-10-21/2024-10-27  202443          3   46572   39928.0   53216.0     70   \n",
+       "2024-10-28/2024-11-03  202444          3   36039   30122.0   41956.0     54   \n",
+       "2024-11-04/2024-11-10  202445          3   47347   40843.0   53851.0     71   \n",
+       "2024-11-11/2024-11-17  202446          3   56399   49006.0   63792.0     85   \n",
+       "2024-11-18/2024-11-24  202447          3   76286   67626.0   84946.0    114   \n",
+       "2024-11-25/2024-12-01  202448          3   87381   78687.0   96075.0    131   \n",
+       "2024-12-02/2024-12-08  202449          3  108487   99037.0  117937.0    163   \n",
+       "2024-12-09/2024-12-15  202450          3  136694  126369.0  147019.0    205   \n",
+       "2024-12-16/2024-12-22  202451          3  201697  187843.0  215551.0    302   \n",
+       "2024-12-23/2024-12-29  202452          3  201726  185870.0  217582.0    302   \n",
+       "2024-12-30/2025-01-05  202501          3  231549  214627.0  248471.0    345   \n",
+       "2025-01-06/2025-01-12  202502          3  257247  242991.0  271503.0    384   \n",
+       "2025-01-13/2025-01-19  202503          3  252772  238917.0  266627.0    377   \n",
+       "2025-01-20/2025-01-26  202504          3  350043  332885.0  367201.0    522   \n",
+       "2025-01-27/2025-02-02  202505          3  334395  318416.0  350374.0    499   \n",
+       "2025-02-03/2025-02-09  202506          3  273519  258159.0  288879.0    408   \n",
+       "2025-02-10/2025-02-16  202507          3  208952  195988.0  221916.0    312   \n",
+       "2025-02-17/2025-02-23  202508          3  136020  124824.0  147216.0    203   \n",
+       "2025-02-24/2025-03-02  202509          3   84531   74994.0   94068.0    126   \n",
+       "2025-03-03/2025-03-09  202510          3   60334   53048.0   67620.0     90   \n",
+       "2025-03-10/2025-03-16  202511          3   59469   52154.0   66784.0     89   \n",
+       "2025-03-17/2025-03-23  202512          3   52543   45627.0   59459.0     78   \n",
+       "2025-03-24/2025-03-30  202513          3   39873   33848.0   45898.0     59   \n",
+       "2025-03-31/2025-04-06  202514          3   44766   36591.0   52941.0     67   \n",
+       "\n",
+       "                       inc100_low  inc100_up geo_insee geo_name  \n",
+       "period                                                           \n",
+       "1984-10-29/1984-11-04        37.0      213.0        FR   France  \n",
+       "1984-11-05/1984-11-11       184.0      308.0        FR   France  \n",
+       "1984-11-12/1984-11-18       123.0      195.0        FR   France  \n",
+       "1984-11-19/1984-11-25        99.0      163.0        FR   France  \n",
+       "1984-11-26/1984-12-02       110.0      176.0        FR   France  \n",
+       "1984-12-03/1984-12-09       149.0      219.0        FR   France  \n",
+       "1984-12-10/1984-12-16       184.0      266.0        FR   France  \n",
+       "1984-12-17/1984-12-23       146.0      224.0        FR   France  \n",
+       "1984-12-24/1984-12-30       110.0      198.0        FR   France  \n",
+       "1984-12-31/1985-01-06       120.0      190.0        FR   France  \n",
+       "1985-01-07/1985-01-13       147.0      207.0        FR   France  \n",
+       "1985-01-14/1985-01-20       317.0      459.0        FR   France  \n",
+       "1985-01-21/1985-01-27       708.0      832.0        FR   France  \n",
+       "1985-01-28/1985-02-03      1074.0     1236.0        FR   France  \n",
+       "1985-02-04/1985-02-10       939.0     1113.0        FR   France  \n",
+       "1985-02-11/1985-02-17       784.0      926.0        FR   France  \n",
+       "1985-02-18/1985-02-24       652.0      762.0        FR   France  \n",
+       "1985-02-25/1985-03-03       618.0      722.0        FR   France  \n",
+       "1985-03-04/1985-03-10       591.0      689.0        FR   France  \n",
+       "1985-03-11/1985-03-17       458.0      544.0        FR   France  \n",
+       "1985-03-18/1985-03-24       405.0      485.0        FR   France  \n",
+       "1985-03-25/1985-03-31       319.0      395.0        FR   France  \n",
+       "1985-04-01/1985-04-07       207.0      281.0        FR   France  \n",
+       "1985-04-08/1985-04-14        83.0      149.0        FR   France  \n",
+       "1985-04-15/1985-04-21        66.0      116.0        FR   France  \n",
+       "1985-04-22/1985-04-28        44.0       80.0        FR   France  \n",
+       "1985-04-29/1985-05-05        55.0       93.0        FR   France  \n",
+       "1985-05-06/1985-05-12        59.0       97.0        FR   France  \n",
+       "1985-05-13/1985-05-19        38.0       64.0        FR   France  \n",
+       "1985-05-20/1985-05-26        35.0       59.0        FR   France  \n",
+       "...                           ...        ...       ...      ...  \n",
+       "2024-09-09/2024-09-15        74.0       96.0        FR   France  \n",
+       "2024-09-16/2024-09-22       125.0      151.0        FR   France  \n",
+       "2024-09-23/2024-09-29       124.0      150.0        FR   France  \n",
+       "2024-09-30/2024-10-06       114.0      140.0        FR   France  \n",
+       "2024-10-07/2024-10-13       107.0      131.0        FR   France  \n",
+       "2024-10-14/2024-10-20        90.0      114.0        FR   France  \n",
+       "2024-10-21/2024-10-27        60.0       80.0        FR   France  \n",
+       "2024-10-28/2024-11-03        45.0       63.0        FR   France  \n",
+       "2024-11-04/2024-11-10        61.0       81.0        FR   France  \n",
+       "2024-11-11/2024-11-17        74.0       96.0        FR   France  \n",
+       "2024-11-18/2024-11-24       101.0      127.0        FR   France  \n",
+       "2024-11-25/2024-12-01       118.0      144.0        FR   France  \n",
+       "2024-12-02/2024-12-08       149.0      177.0        FR   France  \n",
+       "2024-12-09/2024-12-15       190.0      220.0        FR   France  \n",
+       "2024-12-16/2024-12-22       281.0      323.0        FR   France  \n",
+       "2024-12-23/2024-12-29       278.0      326.0        FR   France  \n",
+       "2024-12-30/2025-01-05       320.0      370.0        FR   France  \n",
+       "2025-01-06/2025-01-12       363.0      405.0        FR   France  \n",
+       "2025-01-13/2025-01-19       356.0      398.0        FR   France  \n",
+       "2025-01-20/2025-01-26       496.0      548.0        FR   France  \n",
+       "2025-01-27/2025-02-02       475.0      523.0        FR   France  \n",
+       "2025-02-03/2025-02-09       385.0      431.0        FR   France  \n",
+       "2025-02-10/2025-02-16       293.0      331.0        FR   France  \n",
+       "2025-02-17/2025-02-23       186.0      220.0        FR   France  \n",
+       "2025-02-24/2025-03-02       112.0      140.0        FR   France  \n",
+       "2025-03-03/2025-03-09        79.0      101.0        FR   France  \n",
+       "2025-03-10/2025-03-16        78.0      100.0        FR   France  \n",
+       "2025-03-17/2025-03-23        68.0       88.0        FR   France  \n",
+       "2025-03-24/2025-03-30        50.0       68.0        FR   France  \n",
+       "2025-03-31/2025-04-06        55.0       79.0        FR   France  \n",
+       "\n",
+       "[2109 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "sorted_data = data.set_index('period').sort_index()"
+    "sorted_data = data.set_index('period').sort_index()\n",
+    "sorted_data"
    ]
   },
   {
@@ -179,9 +3162,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1989-05-01/1989-05-07 1989-05-15/1989-05-21\n"
+     ]
+    }
+   ],
    "source": [
     "periods = sorted_data.index\n",
     "for p1, p2 in zip(periods[:-1], periods[1:]):\n",
@@ -199,10 +3190,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fa30a3de7f0>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
+    "sorted_data['inc'] = sorted_data['inc'].astype(int)\n",
+    "\n",
     "sorted_data['inc'].plot()"
    ]
   },
@@ -215,9 +3231,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fa30a2cb128>"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "sorted_data['inc'][-200:].plot()"
    ]
@@ -252,10 +3291,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "execution_count": 15,
+   "metadata": {},
    "outputs": [],
    "source": [
     "first_august_week = [pd.Period(pd.Timestamp(y, 8, 1), 'W')\n",
@@ -274,7 +3311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -298,9 +3335,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fa30a1f60f0>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "yearly_incidence.plot(style='*')"
    ]
@@ -314,9 +3374,59 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2021     743449\n",
+       "2014    1600941\n",
+       "1991    1659249\n",
+       "1995    1840410\n",
+       "2020    2010315\n",
+       "2022    2060304\n",
+       "2012    2175217\n",
+       "2003    2234584\n",
+       "2019    2254386\n",
+       "2006    2307352\n",
+       "2017    2321583\n",
+       "2001    2529279\n",
+       "1992    2574578\n",
+       "1993    2703886\n",
+       "2018    2705325\n",
+       "1988    2765617\n",
+       "2007    2780164\n",
+       "1987    2855570\n",
+       "2016    2856393\n",
+       "2011    2857040\n",
+       "2023    2873501\n",
+       "2008    2973918\n",
+       "1998    3034904\n",
+       "2002    3125418\n",
+       "2009    3444020\n",
+       "1994    3514763\n",
+       "1996    3539413\n",
+       "2004    3567744\n",
+       "1997    3620066\n",
+       "2015    3654892\n",
+       "2024    3670417\n",
+       "2000    3826372\n",
+       "2005    3835025\n",
+       "1999    3908112\n",
+       "2010    4111392\n",
+       "2013    4182691\n",
+       "1986    5115251\n",
+       "1990    5235827\n",
+       "1989    5466192\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "yearly_incidence.sort_values()"
    ]
@@ -331,9 +3441,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fa30a1c7400>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "yearly_incidence.hist(xrot=20)"
    ]
@@ -341,9 +3474,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": []
   }
@@ -364,7 +3495,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.1"
+   "version": "3.6.4"
   }
  },
  "nbformat": 4,