Merge remote-tracking branch 'refs/remotes/origin/main'

README.md

@@ -16,6 +16,8 @@ configs:
 
 Corpus de 37 000 textes de rap français issus du site genius.com, en croisant des catégories Wikipédia/Wikidata avec l'API de Genius. En sus des lyrics, le fichier contient les métadonnées suivantes : artiste, date, album (à ajouter), nombre de vues, contributeurs, URL et sous-genre (renseignés à l'aide de topic modelling, grâce à l'outil Bunka de Charles de Dampierre). La variable "ranking" est le classement au sein du topic que renvoie Bunka, il peut être pris comme un proxy du point auquel le titre correspond au topic. Un ranking NA peut être pris comme un indice de forte incertitude sur le topic, et l'on peut légitimement vouloir exclure ses chansons dans ses analyses. Pour une explication du nom du corpus, veuillez-voir l'article associé.
 
+Pour ceux qui n'aimeraient pas Huggingface, voici un lien de téléchargement direct : <https://huggingface.co/datasets/regicid/LRFAF/resolve/main/corpus.csv?download=true>.
+
 Ce corpus n'a pas de licence. C'est une zone grise juridique, mais je considère que les données n'appartiennent ni à Genius, ni à moi. Leur seul ayant droit est les artistes eux-même, qui, s'ils se sentent lésés, peuvent légitimement me demander de retirer ce jeu de données. C'est l'interprétation qu'a faite la Cour Suprême des Etats-Unis dans leur récente décision Genius vs. Google :[https://www.reuters.com/legal/us-supreme-court-lets-google-win-stand-against-genius-suit-over-song-lyrics-2023-06-26/].
 
 Il va de soi que ce corpus est destiné à un usage pour la recherche, et non à un usage commercial. Si une personne en fait un usage commercial, il pourra lui arriver des bricoles et je n'y suis pour rien.

data_aggregated/results_rappeurs_filtered.csv

@@ -1,172 +0,0 @@
-"rappeur","means_word_length","n_songs","n_unique_words","n_total_words","diversity","diversity_residuals","diversity_residuals_2","positivity","negativity","positivity_ratio","emotionality","frenchity","profanity","pageviews","contributors","pageviews_corrected","freq_long_words","n_unique_first_words","n_unique_last_words","date_first","date_last","means_word_length_first","means_word_length_last","profanity_first","profanity_last","verlan","argot","n_unique_most","n_unique_least","means_word_length_most","means_word_length_least","profanity_most","profanity_least","je","Rap coquin","Rap poétique","Catégorie","Chansons d'amour","Egotrip/Méta-rap","Gangsta rap","Inclassable","Rap conscient","Rap hardcore/Drill"
-"Booba",3.81324023791053,238,12515,116010,4162,0.115658667853899,0.172484966325327,0.0289292132877268,0.037035963437494,0.78111140099139,0.0659651767252208,0.892112748900957,0.0101025773640203,25671559,9523,2148.35024259084,0.0164554779760365,2234,2352,2001,2024,3.7201,3.7525,122,68,0.00994741832600638,0.0239634514266012,2856,3162,4.4143,4.3637,98,96,0.0431600724075511,0.0672268907563025,0.0378151260504202,"Rap hardcore/Drill",0.0252100840336134,0.189075630252101,0.151260504201681,0.0126050420168067,0.0714285714285714,0.19327731092437
-"PNL",3.61949645588273,75,4484,39361,3040,-0.154858495008531,-0.158083868999874,0.0366844800712536,0.0401358272099755,0.914008321775312,0.0768203072812291,0.912781687457128,0.0100861258606235,25261716,6309,741.295898100377,0.00812987474911715,2010,1772,2014,2023,3.6017,3.5669,97,100,0.01153425980031,0.0236782602068037,2361,2463,4.36,4.3643,121,110,0.0642006046594345,0.306666666666667,0.106666666666667,"Rap coquin",0.0933333333333333,0.0666666666666667,0.2,0.0133333333333333,0,0.0133333333333333
-"Nekfeu",3.79343737128736,137,11548,109255,3755,0.0771964460577615,0.129847355401074,0.0327019541765925,0.0359460035248775,0.909752155172414,0.06864795770147,0.945183286806096,0.00500663585190609,19971399,6284,1159.63162668827,0.0171342272664867,2604,2041,2010,2020,3.81,3.7024,54,11,0.0117614754473479,0.0161823257516818,2549,2992,4.4128,4.3602,63,79,0.0426799688801428,0.138686131386861,0.262773722627737,"Rap poétique",0.131386861313869,0.109489051094891,0.0583941605839416,0.0072992700729927,0.124087591240876,0.0072992700729927
-"JuL",3.53494090430717,865,20380,618573,2994,-0.567193683903219,-0.35396276735344,0.0291657113699558,0.0340562559149387,0.856398056286698,0.0632219672848945,0.93780200558382,0.00549167196111049,19876471,9057,4882.62478182622,0.00925032292065771,1893,1845,2007,2024,3.5024,3.5365,61,34,0.0098905060518322,0.0190454481524412,2211,2478,4.1695,4.3264,57,96,0.0496287422826409,0.433526011560694,0.0427745664739884,"Rap coquin",0.092485549132948,0.0300578034682081,0.295953757225434,0,0.0046242774566474,0.0127167630057803
-"Damso",3.74542479059618,123,6490,56828,3254,-0.0419391892537727,-0.0283659888009874,0.0347129759957393,0.0384030128961083,0.903912828132739,0.0731159888918477,0.925142535369888,0.0123882593087914,17530388,5853,1025.23900459886,0.0164355599352432,2074,1823,2012,2023,3.8241,3.7702,168,119,0.00967832758499331,0.0234039557964384,2494,2633,4.4136,4.4912,153,147,0.0565038361371155,0.146341463414634,0.16260162601626,"Rap hardcore/Drill",0.146341463414634,0.00813008130081301,0.170731707317073,0,0.024390243902439,0.203252032520325
-"Lacrim",3.68041138939149,216,10345,126012,3005,-0.132600203242109,-0.0698556717031078,0.0304766777521958,0.0376055257099002,0.810430839002268,0.068082203462096,0.930625654699552,0.00899914293876774,10799721,3930,1680.86507171022,0.0104275783258737,2192,1939,2009,2023,3.7415,3.5978,59,85,0.00834047551026886,0.0220455194743358,2848,2668,4.3309,4.3153,117,85,0.0413690759610196,0.143518518518519,0.101851851851852,"Gangsta rap",0.0648148148148148,0.0694444444444444,0.319444444444444,0.00462962962962963,0.0787037037037037,0.0185185185185185
-"SCH",3.68512681247272,153,8468,82484,3252,-0.0364565086442417,-0.00204995677322067,0.0294063759618908,0.0303878971889232,0.967700258397933,0.059794273150814,0.92638572329179,0.00740749721158043,9733777,4322,1151.29565977731,0.0103171524174385,2383,2201,2011,2023,3.7592,3.7903,99,41,0.00871684205421657,0.0191916007953058,2635,2637,4.4319,4.3624,54,94,0.0505188885117114,0.0784313725490196,0.117647058823529,"Gangsta rap",0.0457516339869281,0.0522875816993464,0.372549019607843,0.0130718954248366,0.0065359477124183,0.0130718954248366
-"Gims",3.71565234904244,202,9951,109236,3386,-0.0715211412900769,-0.0188821927484094,0.0271744520480016,0.0316274918179113,0.85920351207275,0.0588019438659129,0.923047347028452,0.00394558570434655,9474988,3445,1338.75153402462,0.014354242191219,2237,1416,2005,2024,3.7738,3.6556,76,5,0.0127796697059577,0.0127155882676041,2719,2527,4.4338,4.3222,44,61,0.0444542092350507,0.163366336633663,0.133663366336634,"Chansons d'amour",0.277227722772277,0.103960396039604,0.0742574257425743,0,0.0445544554455446,0.0198019801980198
-"Ninho",3.72652564749162,173,9110,101121,3416,-0.10583899453701,-0.0584265908816206,0.0279547946543919,0.0278679448069219,1.00311647837943,0.0558227394613138,0.910918602466352,0.00596315305426173,8440277,2842,1247.56754222581,0.0116592992553476,2011,1974,2014,2024,3.7147,3.7093,107,39,0.0107890546968483,0.0224582430949061,2438,2361,4.4085,4.3123,49,90,0.0442143570573867,0.144508670520231,0.0635838150289017,"Gangsta rap",0.046242774566474,0.0115606936416185,0.497109826589595,0,0.0115606936416185,0.0520231213872832
-"Vald",3.7829935926514,238,13118,141088,4070,0.025854033763925,0.0969897535271231,0.0330673524184094,0.0372348069432364,0.888076376193378,0.0703021593616458,0.937110172374688,0.010553696983443,7567984,6630,1532.90739727388,0.016592481288274,2476,2047,2010,2022,3.819,3.7303,123,48,0.0109151735087321,0.0232266386935813,2508,3260,4.5111,4.596,66,110,0.0547034474937628,0.105042016806723,0.147058823529412,"Gangsta rap",0.0630252100840336,0.11344537815126,0.15546218487395,0.0168067226890756,0.0840336134453782,0.0210084033613445
-"Kaaris",3.79244607536024,200,11350,111730,3779,0.0442367153995417,0.0984351125692315,0.0238156084136033,0.0305091409475133,0.780605670103093,0.0543247493611166,0.910588024702408,0.00991676362659984,7299079,4341,1270.92913654639,0.0134162713684776,2280,1930,2000,2023,3.8379,3.6389,84,71,0.0125481070437662,0.021417703392106,2562,2620,4.4167,4.29,126,92,0.0461290611295086,0.075,0.06,"Gangsta rap",0,0.11,0.315,0,0.045,0.18
-"OrelSan",3.88396939978718,109,7751,69542,3584,-0.00557369727305292,0.0188153011513476,0.0407332899732277,0.0382073117238667,1.06611243072051,0.0789406016970944,0.95069166834431,0.00578067930171695,6838303,3914,901.542537333969,0.0205487331396854,2303,1904,2002,2022,3.9088,3.8635,114,50,0.00903051393402548,0.0166661873400247,3011,3047,4.8565,4.7191,115,42,0.0445629979005493,0.146788990825688,0.247706422018349,"Rap poétique",0.201834862385321,0.192660550458716,0.0091743119266055,0,0.0825688073394495,0
-"Niro",3.75741819433807,234,11147,142319,3483,-0.143036030828046,-0.0712407106543095,0.0303563770961699,0.039361726138082,0.771215596330275,0.0697181032342519,0.933965247085772,0.00996353262740744,6510417,3060,1715.70001135512,0.0136313492927859,2077,1748,2010,2023,3.6827,3.7345,105,52,0.0108558941532754,0.0228571027058931,2538,2565,4.4066,4.3749,76,104,0.039924395196706,0.0726495726495727,0.145299145299145,"Gangsta rap",0.0598290598290598,0.170940170940171,0.252136752136752,0,0.0854700854700855,0.047008547008547
-"Freeze Corleone",3.95370122843867,153,8696,78555,3548,0.0242428066185608,0.0557029556616351,0.0196331155206522,0.0296445057250764,0.662285136501517,0.0492776212457287,0.84939214563045,0.0279549360320794,6508840,4793,833.036608013981,0.0173381707084209,2190,2149,2010,2023,3.8272,3.9655,154,137,0.0318121061676532,0.0209534720896187,2501,2568,4.6015,4.5197,167,382,0.0522818407485201,0,0.0065359477124183,"Rap hardcore/Drill",0,0.0718954248366013,0.0457516339869281,0,0.0130718954248366,0.830065359477124
-"La Fouine",3.79501055033367,315,13658,198098,3373,-0.171139608783741,-0.0726919895176046,0.028476053851247,0.034561906863827,0.823914431673052,0.0630379607150739,0.914900705711315,0.00861694716756353,5542089,3911,1652.19038126251,0.0125493442639502,1957,1818,1997,2021,3.797,3.7789,81,64,0.0120293995901019,0.0222263728053792,2346,2616,4.2556,4.1492,75,64,0.0355329180506618,0.0698412698412698,0.114285714285714,"Gangsta rap",0.0793650793650794,0.107936507936508,0.212698412698413,0.00634920634920635,0.0698412698412698,0.0952380952380952
-"Rohff",3.9280562064789,315,19607,240257,4234,0.0554897483450714,0.170877813983535,0.0367024636765635,0.0394684595253136,0.929918829312907,0.0761709232018771,0.92242889905393,0.00674277960683768,5432956,3837,1890.0192061402,0.0213771086794558,2474,2438,1997,2023,3.8921,3.9603,58,33,0.0118706218757414,0.0204156382540363,3146,2977,4.5099,4.393,21,56,0.0294060110631532,0.0761904761904762,0.120634920634921,"Egotrip/Méta-rap",0.0444444444444444,0.377777777777778,0.0666666666666667,0.00317460317460317,0.146031746031746,0.0285714285714286
-"Niska",3.75728106503915,108,5968,59641,3103,-0.15957685338046,-0.143517551280894,0.0260887582881254,0.0348666365280289,0.748244192328471,0.0609553948161543,0.89012592008853,0.0101272614476618,5319941,2019,800.819378441561,0.00952364983819855,2131,1643,2014,2022,3.8631,3.6033,87,131,0.00915477607685988,0.023071377072819,2169,2166,4.3289,4.2549,110,128,0.0439798125450613,0.12962962962963,0.0185185185185185,"Rap hardcore/Drill",0.0185185185185185,0.00925925925925926,0.305555555555556,0,0.00925925925925926,0.314814814814815
-"Sexion d’Assaut",3.70121317867139,208,14717,195437,3646,-0.0870043053391926,0.0102943558020472,0.0258647330198883,0.0385956779904201,0.670145839290821,0.0644604110103084,0.927214396455124,0.00626800452319673,4177745,3014,1098.15331343008,0.0125922931686426,2132,2168,2002,2022,3.7667,3.7193,51,39,0.0128839472566607,0.0198529449387782,2695,2943,4.3758,4.268,51,60,0.0288021203763873,0.0384615384615385,0.120192307692308,"Egotrip/Méta-rap",0.0432692307692308,0.336538461538462,0.0769230769230769,0,0.153846153846154,0.0432692307692308
-"Lomepal",3.82056618935332,109,8129,75911,3613,-0.0192395311780887,0.0101927939508369,0.0467008424842979,0.036984098624263,1.2627276105537,0.0836849411085609,0.958504037623006,0.00644175415947623,3993995,2690,719.332974564089,0.0149780664198864,2513,1728,2011,2022,3.8604,3.7924,45,33,0.0114739629302736,0.0155840392038045,2215,2993,4.4198,4.5729,33,55,0.0573302946871995,0.165137614678899,0.403669724770642,"Rap poétique",0.247706422018349,0.0458715596330275,0.0091743119266055,0,0.055045871559633,0.0091743119266055
-"Bigflo & Oli",3.79565748660588,119,9673,106390,3386,-0.0813942869354772,-0.0305612018762615,0.0328366689197794,0.0310145864558537,1.05874921036008,0.0638512553756331,0.959498073127174,0.00302660024438387,3876153,2821,796.485332666249,0.0139862769057242,2352,2497,2005,2023,3.8382,3.7687,33,29,0.00766989378701006,0.0142212613967478,2728,2249,4.4118,4.3655,26,39,0.0471284895196917,0.0840336134453782,0.26890756302521,"Rap poétique",0.184873949579832,0.243697478991597,0.00840336134453781,0,0.0588235294117647,0.0168067226890756
-"Djadja & Dinaz",3.50072107468517,177,5995,88063,2686,-0.427594238803758,-0.38913369562812,0.0316616372084112,0.0351583081860421,0.900544959128065,0.0668199453944532,0.948275666284365,0.004224248549334,3822606,1407,1171.53579455543,0.00652941644050282,1690,1453,2014,2023,3.5173,3.505,48,31,0.00821003145475398,0.0175783246085189,1878,2032,4.3571,4.4237,29,61,0.0562324699362956,0.338983050847458,0.107344632768362,"Rap coquin",0.11864406779661,0,0.299435028248588,0,0,0
-"Youssoupha",3.92249337550218,161,9951,93592,3863,0.0365697395290758,0.0789079025799753,0.0356104981156064,0.0349066884620624,1.02016260162602,0.0705171865776688,0.941234293529361,0.00449824771347978,3502245,2336,915.093756080894,0.0189652961791606,2348,2045,2005,2022,3.8554,3.8479,48,56,0.0069664073852466,0.013120779553808,2669,2893,4.4457,4.4716,29,27,0.03781306094538,0.0372670807453416,0.15527950310559,"Egotrip/Méta-rap",0.0993788819875776,0.298136645962733,0.0186335403726708,0.031055900621118,0.22360248447205,0.0248447204968944
-"Guizmo",3.63627010276447,228,11985,163286,3360,-0.166659638483204,-0.0841531776426116,0.0270093962915618,0.0380134684571895,0.710521754203501,0.0650228647487513,0.929424445451539,0.00850042257143907,3357501,2954,1099.8249656291,0.0119728574403194,2212,1949,2011,2023,3.6936,3.6803,98,57,0.00968852197983906,0.0265668826476244,2827,2723,4.3632,4.2506,104,105,0.052570336709822,0.114035087719298,0.087719298245614,"Gangsta rap",0.0482456140350877,0.171052631578947,0.25,0,0.0833333333333333,0.0657894736842105
-"Hayce Lemsi",3.87127014106529,231,14337,144543,4326,0.0977935064991748,0.17077132463473,0.0269033463825074,0.0323793848685981,0.830878859857482,0.0592827312511056,0.899531627266626,0.0071812540212947,3331060,2578,1058.65126208226,0.0190739088022249,2972,2633,2009,2024,3.8971,3.8217,47,34,0.00959576043115198,0.0185688687795327,3177,3103,4.5188,4.411,167,100,0.0463944985229309,0.112554112554113,0.0649350649350649,"Egotrip/Méta-rap",0.0173160173160173,0.225108225108225,0.151515151515152,0,0.0562770562770563,0.12987012987013
-"Sofiane",3.79811898512686,149,9641,86868,3845,0.0570594346663494,0.0946639477539787,0.0269801039158535,0.0365352933721962,0.738466874783212,0.0635153972880497,0.90838974075609,0.00612423447069116,3312772,2232,741.915964038342,0.013169406455772,2318,2321,2005,2023,3.8763,3.8068,81,27,0.0106368282912004,0.0209398167334346,2812,2910,4.4426,4.4018,51,68,0.0358359810286872,0.0536912751677852,0.100671140939597,"Gangsta rap",0.0469798657718121,0.12751677852349,0.228187919463087,0,0.0738255033557047,0.0805369127516778
-"Dadju",3.60115457350453,96,3976,50235,2090,-0.445687312289738,-0.438168532650201,0.0374010776224954,0.0254041084357636,1.47224523612262,0.062805186058259,0.94579476460635,0.00103513486612919,3028767,996,664.66120022376,0.00981387478849408,1327,1458,2012,2023,3.655,3.6269,15,5,0.0117647058823529,0.0070070667861053,1797,1834,4.2055,4.2913,14,16,0.0478948939982084,0.28125,0.0520833333333333,"Chansons d'amour",0.583333333333333,0.0104166666666667,0.0208333333333333,0,0,0.0104166666666667
-"Alonzo",3.73312156897468,171,8685,90352,3623,-0.0748676493509957,-0.0347854735056711,0.0272909875993794,0.0327997017115503,0.832049871653832,0.0600906893109296,0.920189923853374,0.00505799539578537,2964474,1699,905.363848650902,0.012307419868957,2151,1869,2000,2023,3.818,3.6689,46,33,0.00773640871259076,0.0181180272711174,2271,2367,4.2215,4.2444,45,73,0.0408402691694705,0.128654970760234,0.105263157894737,"Gangsta rap",0.105263157894737,0.0526315789473684,0.309941520467836,0,0.0409356725146199,0.064327485380117
-"Dinos",3.72083824017876,183,8709,99351,3279,-0.138505596492497,-0.092265788563434,0.034996317317274,0.0318010484814349,1.10047683923706,0.0667973657987089,0.929270968586124,0.00418717476421979,2836896,3150,1155.42793950535,0.0146853076466266,2385,1711,2011,2023,3.7559,3.6728,48,20,0.0125715896166118,0.0151785085202967,2576,2703,4.5075,4.5207,33,57,0.0610361244476653,0.136612021857924,0.316939890710383,"Rap poétique",0.169398907103825,0.0765027322404372,0.0819672131147541,0,0.0218579234972678,0.087431693989071
-"Kalash",3.66375444564713,95,5279,38802,3288,0.0183655348682091,0.0145609636380277,0.0370570646987722,0.0376932374833005,0.983122362869198,0.0747503021820727,0.810215968249059,0.00713880727797536,2836227,1000,443.882067154145,0.00894283799804134,2052,1768,2010,2023,3.7053,3.5672,52,65,0.0068295448688212,0.0129632493170455,2355,2418,4.2351,4.0379,120,38,0.0374722952425133,0.231578947368421,0.0736842105263158,"Rap coquin",0.178947368421053,0.0105263157894737,0.0631578947368421,0,0.0631578947368421,0.136842105263158
-"Gradur",3.71769645862613,103,6044,57633,3172,-0.122972416547629,-0.108682038976178,0.0234605227907689,0.0361667113169276,0.648677248677249,0.0596272341076964,0.906737459441639,0.015841618517169,2803911,1545,645.149777456327,0.00799888952509847,1951,1596,2013,2023,3.8082,3.6205,254,102,0.0138809362691514,0.0287682404178162,2483,2237,4.3306,4.3769,141,170,0.0436728957368175,0.145631067961165,0.0388349514563107,"Rap hardcore/Drill",0.0485436893203883,0.0388349514563107,0.300970873786408,0,0.0194174757281553,0.330097087378641
-"Soolking",3.69669849441767,81,4355,33409,3150,-0.0693958248771681,-0.0789225450329167,0.0342651979921919,0.0293502509760178,1.16745843230404,0.0636154489682097,0.858690771947679,0.00356191445418899,2791355,904,561.644277021756,0.0112843844473046,2143,1508,2015,2024,3.8237,3.5842,64,29,0.0125115986710168,0.0134394923523601,2062,2278,4.1597,4.1379,32,36,0.0388817384537101,0.271604938271605,0.0864197530864197,"Rap coquin",0.209876543209877,0,0.111111111111111,0,0.037037037037037,0.0123456790123457
-"Kery James",3.99029274151623,155,10574,111566,3538,-0.025555638303608,0.0285408608156962,0.0366636027687633,0.0402746252977921,0.910340009315324,0.0769382280665554,0.955649570657727,0.00100389007403689,2654252,2038,799.750795558894,0.0248193894197157,2203,1995,1999,2023,3.9377,3.9238,8,9,0.00707204703942061,0.0097879282218597,2538,2581,4.4757,4.5371,4,10,0.0295161608375311,0.0258064516129032,0.329032258064516,"Rap conscient",0.0709677419354839,0.148387096774194,0.0193548387096774,0,0.335483870967742,0.00645161290322581
-"Lartiste",3.69720149545575,132,6915,63927,3024,-0.0608275215134469,-0.0410848103290539,0.0362800204394481,0.0331119059785386,1.09567901234568,0.0693919264179867,0.918391290065231,0.00452078151641716,2592368,1201,617.89115770713,0.0110594897304738,1876,1602,2010,2023,3.7448,3.6005,41,28,0.00935441988518153,0.0153456286076306,2252,2455,4.3288,4.2426,30,55,0.044832386941355,0.234848484848485,0.0984848484848485,"Rap coquin",0.181818181818182,0.0454545454545455,0.159090909090909,0,0.0303030303030303,0.00757575757575758
-"Sadek",3.7938424559196,216,12233,123978,3777,0.0464137393838679,0.107978872809044,0.0342107112735451,0.0329983131852685,1.03674121405751,0.0672090244588136,0.918098372291858,0.00641242801142138,2436089,2288,1037.07991328831,0.0157205310619626,2465,1976,2012,2023,3.8537,3.7415,61,116,0.00795302392359935,0.0176644243333495,2639,2898,4.4581,4.4563,51,49,0.041273451741438,0.115740740740741,0.0694444444444444,"Gangsta rap",0.0462962962962963,0.0833333333333333,0.25,0,0.0972222222222222,0.0324074074074074
-"Casseurs Flowters",3.89106262771968,48,5582,33276,3875,0.181616221941598,0.171945404164124,0.0331810304080668,0.0341263589097211,0.972299168975069,0.0673073893177879,0.953690347397524,0.00883519653804544,2398615,1250,329.065961996437,0.0171595143647073,2357,2441,2001,2015,3.8988,3.8875,104,64,0.0108486596946748,0.02518331530232,2908,3278,4.6823,4.6018,73,109,0.0418620026445486,0.145833333333333,0.104166666666667,"Egotrip/Méta-rap",0.0208333333333333,0.1875,0.125,0.0416666666666667,0.0208333333333333,0.0208333333333333
-"Mister You",3.78358857142857,167,11912,109375,4038,0.107462804871731,0.160189227300775,0.0267633662960075,0.0306409256903697,0.873451623702712,0.0574042919863773,0.891282285714286,0.00833828571428571,2383019,1782,718.287236012299,0.0173348571428571,2409,2099,2004,2023,3.667,3.7201,105,62,0.00859428571428571,0.0222445714285714,2972,2879,4.4271,4.4426,128,63,0.0372297142857143,0.0958083832335329,0.0538922155688623,"Gangsta rap",0.029940119760479,0.173652694610778,0.239520958083832,0,0.0419161676646707,0.0838323353293413
-"Hamza",3.67386634227146,164,5383,77272,2339,-0.443858561017727,-0.413377770201174,0.0268140430618479,0.0292490001918451,0.916750756811302,0.056063043253693,0.876941194740656,0.0130318873589398,2377243,2181,896.360099906079,0.00762242468164406,1531,1275,2012,2023,3.6914,3.6026,212,69,0.0118154053214618,0.0152707319598302,1862,1661,4.1809,4.2336,95,147,0.0541852158608552,0.298780487804878,0.024390243902439,"Rap coquin",0.103658536585366,0,0.25,0,0,0.164634146341463
-"Médine",4.13268119326977,173,14486,109179,4724,0.30435348028016,0.356956538926176,0.030921078373831,0.0279668975231835,1.10563133962924,0.0588879758970145,0.936333910367378,0.00125482006612993,2360317,2811,765.21141884615,0.0307568305260169,2905,2418,2005,2023,4.3622,3.9741,3,35,0.00771210580789346,0.0110094432079429,3346,3019,4.6564,4.5776,18,5,0.0236675551159106,0.00578034682080925,0.115606936416185,"Rap conscient",0.046242774566474,0.219653179190751,0.023121387283237,0,0.404624277456647,0
-"Maes",3.65816724397454,128,5658,55141,2984,-0.158056815029215,-0.146001787385041,0.0271629978722981,0.02823679134602,0.961971830985916,0.0553997892183181,0.912007399212927,0.00533178578553164,2299812,1253,790.473919469556,0.0094485047423877,1902,1918,2015,2024,3.7082,3.6754,97,41,0.00984748191001251,0.0207649480422916,2247,2509,4.3982,4.4023,51,72,0.0632197457427323,0.140625,0.03125,"Gangsta rap",0.015625,0,0.6015625,0,0.015625,0
-"Disiz",3.74891367731984,286,13586,159483,3512,-0.0247955368048654,0.0558373428904896,0.0353658864314316,0.035936954126468,0.984109179285848,0.0713028405578996,0.933290695560028,0.00627026078014585,2285927,3281,1252.85005939261,0.015349598389797,1884,1737,1999,2023,3.5878,3.584,128,109,0.0106218217615671,0.0191932682480264,2436,2793,4.3092,4.3616,86,63,0.0413649103666221,0.104895104895105,0.202797202797203,"Egotrip/Méta-rap",0.132867132867133,0.227272727272727,0.041958041958042,0.0034965034965035,0.115384615384615,0.0314685314685315
-"S-Crew",3.72974697800135,83,9023,79914,3862,0.0491617710644946,0.0816499301407397,0.0289094171595667,0.0355552601847544,0.813084112149533,0.0644646773443211,0.941449558275146,0.00621918562454639,2262600,1786,576.997993441904,0.0149786019971469,2512,1987,2010,2022,3.7133,3.6104,66,34,0.0120754811422279,0.0198588482618815,2530,2912,4.203,4.3912,32,74,0.0407563130365143,0.108433734939759,0.192771084337349,"Egotrip/Méta-rap",0.0602409638554217,0.27710843373494,0.120481927710843,0,0.0843373493975904,0.0120481927710843
-"Laylow",3.68079198358083,84,4920,41415,3101,-0.097638221194872,-0.0987582197907135,0.0314373216763081,0.0318299609978274,0.98766447368421,0.0632672826741355,0.922443559096946,0.00823373173970784,2191336,2049,659.60339768075,0.0129663165519739,1946,1818,2014,2021,3.7563,3.6078,87,92,0.0110587951225401,0.0153084631172281,2387,2487,4.3851,4.4136,90,101,0.040685741880961,0.428571428571429,0.0476190476190476,"Rap coquin",0.166666666666667,0.0119047619047619,0.142857142857143,0,0.0238095238095238,0.0595238095238095
-"Dosseh",3.74218399473046,171,11055,104753,3663,0.062993951158752,0.112775239731761,0.0331059411008848,0.03699215444564,0.894944930810506,0.0700980955465249,0.913797218218094,0.00992811661718519,2186584,2084,787.125032700734,0.0146917033402385,2476,2008,2007,2023,3.9264,3.599,64,83,0.0106822716294521,0.0214313671207507,2875,2768,4.4814,4.3593,76,156,0.0489341594035493,0.0818713450292398,0.0526315789473684,"Gangsta rap",0.0526315789473684,0.140350877192982,0.198830409356725,0,0.111111111111111,0.12280701754386
-"MZ",3.70275143582209,88,6340,59896,3285,-0.102093572698904,-0.0858116450395219,0.0349054905490549,0.0357875787578758,0.975352112676056,0.0706930693069307,0.927440897555763,0.0122879658073995,2103219,1018,420.136059082882,0.0112194470415387,2229,1703,2012,2023,3.7725,3.6486,115,104,0.0154100440763991,0.0325063443301723,2205,2423,4.257,4.2421,177,160,0.0435588353145452,0.147727272727273,0.0454545454545455,"Rap hardcore/Drill",0.0681818181818182,0.136363636363636,0.204545454545455,0,0.0340909090909091,0.25
-"Ateyaba",3.78120525376089,135,7396,56569,3758,0.0919321067413443,0.105273572444235,0.0253688268178974,0.0277906718601788,0.912854030501089,0.0531594986780762,0.875903763545405,0.0162102918559635,2080402,2527,686.308221632487,0.0133642100797256,2137,2113,2009,2024,3.6889,3.7278,187,201,0.0117909102158426,0.0223443935724513,2689,2757,4.3987,4.3543,164,146,0.0484717778288462,0.0962962962962963,0,"Rap hardcore/Drill",0.0148148148148148,0.0592592592592593,0.103703703703704,0.00740740740740741,0.00740740740740741,0.6
-"PLK",3.6722190640653,176,8174,93233,3123,-0.157457317211689,-0.11536690247998,0.0279427134177855,0.0316523297079395,0.882801161103048,0.059595043125725,0.933907522014737,0.00646766702776914,2056480,2021,1007.94430427295,0.0102538800639259,2373,1962,2013,2024,3.6728,3.6342,98,57,0.0116589619555308,0.0221917132345843,2195,2966,4.3137,4.3795,85,123,0.0472579451481771,0.153409090909091,0.0568181818181818,"Gangsta rap",0.0511363636363636,0.102272727272727,0.403409090909091,0,0.0284090909090909,0.0568181818181818
-"Hugo TSR",3.7560680358645,75,7108,48739,3854,0.156399465505986,0.162497793763591,0.0273155551713705,0.0359164973851407,0.760529482551143,0.0632320525565112,0.949424485524939,0.00570385112538214,2031493,1831,521.534404998797,0.0150803258171074,2296,2313,2005,2023,3.7614,3.8121,81,36,0.0107921787480252,0.0193684728861897,2860,3093,4.5429,4.4468,55,99,0.0389216028232011,0.0266666666666667,0.213333333333333,"Egotrip/Méta-rap",0.0133333333333333,0.306666666666667,0.0533333333333333,0,0.173333333333333,0.0133333333333333
-"Alpha Wann",3.85756062446574,74,7073,44454,4079,0.215817873910179,0.21774723998144,0.0302776889588509,0.0261209631797722,1.15913370998117,0.0563986521386231,0.914585864039232,0.0064111216088541,2025934,2849,494.370724308334,0.0166014306924011,2634,2506,2011,2020,3.8608,3.88,71,62,0.014531875646736,0.0191883744994826,3114,3107,4.5636,4.4496,82,61,0.0475547757232195,0.0810810810810811,0.0135135135135135,"Egotrip/Méta-rap",0.0135135135135135,0.418918918918919,0.148648648648649,0,0,0.202702702702703
-"Kalash Criminel",3.81777499135247,85,5428,46256,3231,-0.0766844348918868,-0.0729834885858881,0.0358529012225888,0.048394139336309,0.740852130325815,0.0842470405588977,0.89121411276375,0.00815029401591145,2001749,1364,543.194311239686,0.0153925977170529,2028,1881,2015,2024,3.9177,3.7472,78,74,0.010917502594258,0.0181814251124178,2247,2301,4.3865,4.3383,61,117,0.0348062953995157,0.0705882352941176,0.0235294117647059,"Rap hardcore/Drill",0.0352941176470588,0.152941176470588,0.0705882352941176,0,0.129411764705882,0.188235294117647
-"Koba LaD",3.55549787319557,113,5107,59714,2688,-0.316232005611288,-0.300108925598186,0.0261009066820484,0.0298141572183067,0.875453446191052,0.0559150639003551,0.929045115048397,0.00884214757008407,1858363,1432,619.702714402078,0.0100311484743946,1759,1683,2017,2024,3.6097,3.6369,72,73,0.00656462471112302,0.0223565662993603,2074,2277,4.3026,4.2903,107,86,0.0604548347121278,0.106194690265487,0.0353982300884956,"Gangsta rap",0.0353982300884956,0,0.63716814159292,0,0,0
-"Sneazzy",3.75589916081756,91,7307,58271,3711,0.0590953663799566,0.0739508572548885,0.0313179158539983,0.0311878889198477,1.00416914830256,0.062505804773846,0.923872938511438,0.00662422131077208,1724744,1565,504.036889911429,0.0121672873298897,2500,1593,2010,2022,3.8016,3.6298,88,31,0.0142781143278818,0.0178648041049579,2638,2803,4.3903,4.4717,54,67,0.045889035712447,0.142857142857143,0.0659340659340659,"Gangsta rap",0.153846153846154,0.175824175824176,0.252747252747253,0,0.032967032967033,0.0879120879120879
-"Lorenzo",3.85231689088191,113,4411,33450,3214,-0.0574767029113281,-0.0669590296732128,0.0345825030532879,0.0281866683807932,1.22690992018244,0.0627691714340811,0.9301644245142,0.0098355754857997,1724666,1583,573.823607827324,0.0151569506726457,2158,1620,2016,2022,3.7736,3.8809,216,40,0.0151270553064275,0.0266068759342302,2633,1865,4.5209,4.504,101,44,0.0499252615844544,0.247787610619469,0.0619469026548673,"Rap coquin",0.0530973451327434,0.0530973451327434,0.20353982300885,0,0.0176991150442478,0.00884955752212389
-"Soprano",3.85465243929214,179,9166,91092,3504,-0.0266682958308965,0.0139331469456386,0.0371978629762997,0.0288662948057144,1.28862617203424,0.0660641577820142,0.932881043340798,0.00221753831291442,1712684,1737,791.329794315129,0.0153690774162385,2307,1804,2000,2022,3.8223,3.8351,37,9,0.00805778773108506,0.0132283844904053,2564,2655,4.3713,4.3347,24,37,0.0290695121415712,0.100558659217877,0.223463687150838,"Rap poétique",0.145251396648045,0.17877094972067,0.0502793296089385,0,0.162011173184358,0
-"IAM",4.03671739703875,273,17986,174386,4528,0.1932853380055,0.281101415486126,0.0330916012142823,0.0366693971955862,0.902431011826544,0.0697609984098684,0.952048903008269,0.00303350039567396,1689627,2734,957.63900020098,0.0221692108311447,3040,2581,1989,2024,4.2098,3.98,34,29,0.00627343938160173,0.0128852086750083,3142,2771,4.4343,4.4006,34,42,0.0174899361187251,0.0402930402930403,0.267399267399267,"Rap poétique",0.0256410256410256,0.238095238095238,0.0256410256410256,0.00732600732600733,0.263736263736264,0.00366300366300366
-"Black M",3.63266205680597,121,6392,72598,2853,-0.228423637563116,-0.201585924993968,0.0320986192710106,0.0320246252201323,1.00231053604436,0.0641232444911429,0.930783217168517,0.00370533623515799,1671394,1294,555.990745758165,0.0101655692994297,1683,1552,2006,2023,3.5915,3.5655,40,21,0.00904983608363867,0.0143392379955371,2280,2061,4.3221,4.1304,39,37,0.0468470205790793,0.140495867768595,0.115702479338843,"Chansons d'amour",0.297520661157025,0.107438016528926,0.0413223140495868,0,0.0247933884297521,0.107438016528926
-"Rim’K",3.87345518818298,135,9033,71287,4015,0.130157667413497,0.155951559931522,0.029618427886231,0.0358659456817279,0.825809199318569,0.0654843735679589,0.918344158121397,0.00469931404042813,1632631,1271,653.140365459536,0.0153323887945909,2528,2105,2004,2024,3.9454,3.754,56,73,0.00994571240198073,0.019512674120106,2627,2838,4.4149,4.4043,69,54,0.0422517429545359,0.0814814814814815,0.0814814814814815,"Gangsta rap",0.0444444444444444,0.0740740740740741,0.325925925925926,0.00740740740740741,0.118518518518519,0.0296296296296296
-"DTF",3.53679754553575,96,4627,51498,2603,-0.311419681490582,-0.302715429101372,0.0292305094761724,0.0439618420497235,0.664906385021603,0.0731923515258959,0.920074566002563,0.00689347159112975,1631440,1241,614.643641257472,0.00609732416792885,1644,1671,2015,2023,3.5284,3.5434,78,73,0.0104275894209484,0.0260981008971222,2015,2131,4.2743,4.2641,59,75,0.0691288982096392,0.427083333333333,0.208333333333333,"Rap coquin",0.104166666666667,0,0.166666666666667,0,0.0208333333333333,0.0104166666666667
-"Moha La Squale",3.62130524486915,80,4554,46045,2698,-0.249051915488915,-0.245557016530821,0.0253378769965459,0.0336601989011753,0.752754820936639,0.0589980758977212,0.936844391356282,0.00699315886632642,1576360,894,511.547982417947,0.00714518405907265,1838,1650,2017,2022,3.5989,3.7111,71,71,0.00925181887284179,0.024823542186991,2200,2039,4.3607,4.3553,75,69,0.0448474318601368,0.1375,0.0125,"Rap coquin",0.0625,0,0.125,0,0.0625,0
-"Timal",3.64736320598921,117,5764,54498,3071,-0.131292913753939,-0.119822042575628,0.0259836229279009,0.0314959057319752,0.824984147114775,0.0574795286598762,0.918749311901354,0.00506440603324893,1571109,1072,585.603032538119,0.00851407391096921,2090,1820,2013,2023,3.7146,3.6399,42,63,0.0108260853609307,0.025450475246798,2401,2460,4.3663,4.3219,62,39,0.0464237219714485,0.094017094017094,0,"Gangsta rap",0,0.00854700854700855,0.743589743589744,0,0,0.0341880341880342
-"Lefa",3.76277051444837,136,6899,71669,3128,-0.143087781342913,-0.116988717848148,0.0304094931265216,0.0320713733836757,0.948181818181818,0.0624808665101972,0.95713627928393,0.00542773025994503,1472468,1557,807.193387324283,0.0157250694163446,1875,1784,2012,2022,3.6231,3.7612,53,47,0.0107019771449302,0.0127251670875832,2453,2544,4.6289,4.443,55,61,0.0477054235443497,0.147058823529412,0.183823529411765,"Chansons d'amour",0.220588235294118,0.0441176470588235,0.0661764705882353,0,0.0514705882352941,0.0735294117647059
-"Fababy",3.76480957977321,102,7066,62966,3354,-0.0286334063735745,-0.00970593791608662,0.0357021131561009,0.0426891615541922,0.836327345309381,0.0783912747102931,0.931931518597338,0.00385922561382333,1425647,1103,330.129867943153,0.0131181907696217,2341,1764,2010,2023,3.875,3.6523,66,16,0.00905250452625226,0.0205666550201696,2720,2677,4.586,4.4186,60,47,0.0422132579487342,0.0686274509803922,0.117647058823529,"Chansons d'amour",0.254901960784314,0.107843137254902,0.0490196078431373,0,0.176470588235294,0.0294117647058824
-"L’Algérino",3.7740297542044,122,7009,61840,3275,-0.0241140485293578,-0.00614953972593009,0.034314597942548,0.0338340511871285,1.01420305102578,0.0681486491296764,0.908570504527814,0.00339586028460543,1425400,761,465.158010723011,0.0136319534282018,2217,1754,2004,2023,3.8451,3.6218,27,41,0.00774579560155239,0.0186125485122898,2329,2339,4.2392,4.3844,24,30,0.0383893919793014,0.155737704918033,0.147540983606557,"Chansons d'amour",0.180327868852459,0.0573770491803279,0.163934426229508,0,0.0901639344262295,0.00819672131147541
-"Zola",3.63458401305057,72,4545,34941,3215,-0.0580471239440238,-0.0659240670204296,0.0211310186805843,0.0268911307004424,0.785798816568047,0.0480221493810266,0.899315989811396,0.010074124953493,1414404,1135,488.756852161135,0.00626770842276981,1990,1872,2017,2024,3.6829,3.5954,70,113,0.00935863312440972,0.021607853238316,2382,2436,4.2694,4.3164,97,113,0.0593572021407516,0.125,0.0138888888888889,"Gangsta rap",0.0277777777777778,0,0.638888888888889,0,0,0.0833333333333333
-"Naps",3.58945613710141,216,7720,102581,2819,-0.28142202667191,-0.23305143414574,0.0236409662333205,0.0251962929591968,0.938271604938272,0.0488372591925173,0.908823271366042,0.00309998927676665,1386160,1570,834.982236712202,0.00927072264844367,1734,1834,2013,2023,3.5777,3.6306,36,10,0.00805217340443162,0.0195650266618575,2026,2117,4.2038,4.1392,37,54,0.0448523605735955,0.402777777777778,0.0185185185185185,"Rap coquin",0.0324074074074074,0.0138888888888889,0.384259259259259,0,0.00462962962962963,0.00925925925925926
-"Georgio",3.79543124779074,178,9596,113160,3299,-0.132528281188968,-0.0774451870526429,0.0367484623211388,0.0398192367979614,0.922882136279926,0.0765676991191002,0.964059738423471,0.00327854365500177,1376658,2019,698.426221608987,0.0158801696712619,2074,1943,2011,2023,3.6809,3.8276,63,11,0.00781194768469424,0.0143601979498056,2585,2776,4.5581,4.5689,28,62,0.0458112407211029,0.0393258426966292,0.606741573033708,"Rap poétique",0.140449438202247,0.0561797752808989,0,0.0168539325842697,0.0617977528089888,0
-"Mister V",3.65732542920933,80,5014,38967,3227,-0.0361046039856143,-0.0397379373094733,0.0282186459489456,0.0299944506104329,0.940795559666975,0.0582130965593785,0.924885159237303,0.00841737880770909,1343425,1364,468.277890792154,0.0108553391331126,2163,1884,2012,2023,3.7217,3.642,108,76,0.0114712448995304,0.0229168270587933,2599,2423,4.4299,4.4069,88,96,0.0581774321862088,0.2375,0.05,"Gangsta rap",0.0625,0.0375,0.2375,0,0.0125,0.1125
-"Népal",3.76519052523172,53,4766,26217,3779,0.190314105000996,0.172825172818058,0.0290046424464415,0.0278972699007624,1.03969465648855,0.0569019123472039,0.895563947057253,0.00328031429988176,1342375,1415,353.527451908765,0.0163634283098753,2421,2251,2014,2020,3.7956,3.7435,41,28,0.0119769615135218,0.0165160010680093,2966,2966,4.5378,4.5235,19,41,0.0345958729068925,0.0754716981132075,0.320754716981132,"Rap poétique",0.0188679245283019,0.169811320754717,0.113207547169811,0,0.0188679245283019,0.0377358490566038
-"Josman",3.65497959122647,112,6741,66883,2962,-0.117923562977024,-0.0957103950092205,0.0306968014887153,0.037504175083104,0.818490245971162,0.0682009765718194,0.94004455541767,0.0117219622325554,1327485,1590,706.347279887479,0.0116920592676764,2033,1898,2013,2023,3.7149,3.6979,59,45,0.00947923986663278,0.020393822047456,2552,2683,4.5183,4.5657,75,124,0.0743387706891138,0.151785714285714,0.1875,"Gangsta rap",0.0892857142857143,0.0625,0.1875,0,0.0357142857142857,0.142857142857143
-"MMZ",3.53339389762546,65,3414,31922,2472,-0.280995858545555,-0.292141311919821,0.0275248132610253,0.0322316586513865,0.853968253968254,0.0597564719124117,0.918457490132197,0.00513752271160955,1319045,1084,439.078412009237,0.0062026188835286,1716,1628,2014,2019,3.5199,3.5205,53,49,0.0120293214710858,0.018921120230562,2126,2211,4.3012,4.2735,55,60,0.0620575151932836,0.292307692307692,0.123076923076923,"Rap coquin",0.0769230769230769,0.0615384615384615,0.2,0,0,0.0769230769230769
-"Lunatic",3.94710461139285,57,4553,33916,3192,-0.0354669200678471,-0.0444456013244015,0.0277568922305764,0.0460213032581454,0.603131381892444,0.0737781954887218,0.941148720367968,0.0071057907772143,1316514,948,336.544521945445,0.0178971576836891,2135,2254,1995,2012,3.9518,3.9426,111,65,0.00987734402641821,0.0192239650902229,2715,2661,4.4151,4.3868,41,101,0.0302217242599363,0,0.157894736842105,"Egotrip/Méta-rap",0,0.280701754385965,0.0701754385964912,0.0175438596491228,0.175438596491228,0.192982456140351
-"Hornet La Frappe",3.62381398050733,112,6215,61972,3074,-0.145834496509239,-0.127756664221902,0.033641730548947,0.0281434487620055,1.19536631183469,0.0617851793109525,0.915655457303298,0.00524430387917124,1253728,980,477.572774104117,0.00821338669076357,2010,1848,2012,2023,3.6401,3.5784,105,28,0.0147001871813077,0.0252694765377913,2133,2397,4.2472,4.1647,62,77,0.0466662363648099,0.1875,0.0892857142857143,"Gangsta rap",0.0446428571428571,0.0714285714285714,0.3125,0,0.0178571428571429,0.0267857142857143
-"1995",3.84006416963102,38,5346,28674,4158,0.242508377649185,0.22777347658572,0.0328045473121076,0.036816881524687,0.891019172552977,0.0696214288367946,0.93872497733138,0.00617283950617284,1221713,752,291.083550089948,0.0170886517402525,2411,2701,2009,2013,3.7933,3.8682,45,67,0.00864895026853596,0.0224593708586176,3024,3394,4.4873,4.5128,75,57,0.0387807770105322,0.0789473684210526,0.263157894736842,"Egotrip/Méta-rap",0,0.368421052631579,0.0526315789473684,0,0.0263157894736842,0.0526315789473684
-"Stupeflip",3.95759390203069,156,5827,50771,3427,-0.0708834235741701,-0.0628600211588057,0.0353775118683748,0.0416639569920444,0.849115504682622,0.0770414688604192,0.908609245435386,0.00673612889247799,1220397,1879,574.9681254478,0.0253885091883162,1929,2122,2001,2022,4.0402,3.9482,61,54,0.0107344744046798,0.0208780603100195,2519,2261,4.5771,4.5149,65,97,0.0290717141675366,0.0769230769230769,0.0833333333333333,"Rap poétique",0.0705128205128205,0.0512820512820513,0.0128205128205128,0,0.0128205128205128,0.0384615384615385
-"Vegedream",3.6451657306464,77,3192,36324,2132,-0.438573191090705,-0.444977125869821,0.0353268178965301,0.0334439164350399,1.05630026809651,0.06877073433157,0.921126527915428,0.00426715119480233,1219416,579,282.578459853359,0.0110395330910693,1177,1414,2017,2022,3.6188,3.6976,47,66,0.0176467349410858,0.0105164629446096,1616,1507,4.2227,4.0729,50,26,0.0357614800132144,0.194805194805195,0.0909090909090909,"Chansons d'amour",0.415584415584416,0,0.0909090909090909,0,0.038961038961039,0
-"The Shin Sekaï",3.69659930154005,53,4081,34934,2956,-0.165592681014292,-0.173477119492372,0.0384545838104997,0.0434874329455729,0.884268884268884,0.0819420167560726,0.949848285338066,0.00664109463559856,1191001,634,356.598005431158,0.0133966909028454,2022,1552,2012,2016,3.7066,3.6426,138,32,0.00781473635999313,0.0180626323925116,2220,2227,4.3599,4.3051,121,47,0.0545600274803916,0.150943396226415,0.207547169811321,"Chansons d'amour",0.283018867924528,0.113207547169811,0.0377358490566038,0,0.0377358490566038,0.0754716981132075
-"13 Block",3.82135551615983,99,6277,58664,3319,-0.0975458898264695,-0.0823437282901742,0.0255731425674534,0.0356747216432903,0.716842105263158,0.0612478642107437,0.907865130233192,0.0111482340106368,1119773,1531,487.530039781083,0.0123244238374472,2062,1688,2014,2020,3.8942,3.7769,112,88,0.0112675576162553,0.0253477430792309,2297,2456,4.4283,4.3403,136,116,0.038473339697259,0.101010101010101,0,"Gangsta rap",0,0.0101010101010101,0.464646464646465,0,0.0202020202020202,0.232323232323232
-"Jazzy Bazz",3.9296343870422,64,5714,31919,4160,0.234104545392896,0.222955809584079,0.0352863942228787,0.0360413589364845,0.979052823315118,0.0713277531593632,0.954447194460979,0.00410413860083336,1112187,1149,394.219616486895,0.0263479432313042,2636,2178,2011,2022,3.9767,3.8169,61,28,0.0105266455716031,0.0134402706851718,3075,3061,4.6084,4.6648,46,37,0.0475265515836962,0.09375,0.34375,"Rap poétique",0.09375,0.171875,0.015625,0,0.125,0
-"Seth Gueko",3.83216609801356,209,14551,116943,4322,0.260788742848774,0.318180041224265,0.0235909255414389,0.0319815615535534,0.73764145324598,0.0555724870949923,0.897856220551893,0.00849986745679519,1100146,2325,800.059021870501,0.0182653087401555,2661,2583,2001,2022,3.9148,3.8264,70,74,0.0140923355822922,0.0257732399545078,3314,3106,4.5797,4.4971,109,91,0.0297238825752717,0.0478468899521531,0.0191387559808612,"Egotrip/Méta-rap",0.00956937799043062,0.320574162679426,0.124401913875598,0,0.0526315789473684,0.143540669856459
-"MHD",3.66210432246837,46,2852,21261,2753,-0.176641773287787,-0.199710298986125,0.0300543591887936,0.0283295003136107,1.06088560885609,0.0583838595024044,0.899863600018814,0.00357462019660411,1085654,574,288.835803176913,0.00997130896947463,1745,1712,2015,2023,3.6404,3.6655,46,28,0.0084191712525281,0.0186726870796294,2035,2149,4.2809,4.3325,35,41,0.0397911669253563,0.173913043478261,0.0869565217391304,"Chansons d'amour",0.260869565217391,0.0217391304347826,0.217391304347826,0.0217391304347826,0,0.0652173913043478
-"Sniper",3.83962620720216,92,8950,76727,4004,0.0694989145294709,0.0995610498318404,0.0325989734557114,0.0389013499195002,0.837990802971348,0.0715003233752116,0.947137252857534,0.00458769403208779,1058345,1029,445.961885532898,0.0175296831623809,2327,2069,1999,2019,3.8273,3.756,65,62,0.00798936489110743,0.0159656965605328,2734,2630,4.3473,4.4059,70,31,0.0299894430904375,0.0543478260869565,0.141304347826087,"Rap conscient",0.119565217391304,0.217391304347826,0.0326086956521739,0,0.315217391304348,0
-"Deen Burbigo",3.79193969266454,83,7447,51735,3918,0.161271904990015,0.170197224545138,0.0317906134245126,0.028127162453698,1.13024602026049,0.0599177758782106,0.949724557842853,0.00502561128829612,1046953,1342,483.161307787458,0.0144196385425727,2405,2371,2010,2023,3.7031,3.806,58,37,0.0105344544312361,0.0199671402338842,3117,2955,4.5933,4.3007,45,61,0.0434522083695757,0.0481927710843374,0.120481927710843,"Egotrip/Méta-rap",0.0240963855421687,0.216867469879518,0.168674698795181,0,0.0481927710843374,0.0240963855421687
-"KeBlack",3.62141633777645,97,3889,40287,2574,-0.313483475296099,-0.315755241887619,0.0364661161357976,0.0332940096998296,1.09527559055118,0.0697601258356272,0.946831484101571,0.00196093032491871,1037991,627,303.348538481093,0.010301089681535,1652,1257,2015,2023,3.7051,3.5121,12,30,0.00940750117904039,0.0106734182242411,1998,1920,4.3691,4.218,6,24,0.0514309826991337,0.257731958762887,0.103092783505155,"Chansons d'amour",0.371134020618557,0.0103092783505155,0.0412371134020619,0,0.0618556701030928,0
-"Keny Arkana",4.05755436509738,138,9576,88108,3828,0.0403826814324525,0.07887533225599,0.0319608003648653,0.0432342037866473,0.7392480389505,0.0751950041515127,0.97052481045989,0.0027125800154356,1006682,1151,486.732341545076,0.0274549416625051,2072,2162,2004,2023,3.974,4.103,31,17,0.00652608162709402,0.00898896808462342,2607,2741,4.4732,4.5407,33,40,0.0206451173559722,0,0.369565217391304,"Rap conscient",0.0144927536231884,0.0869565217391304,0,0,0.471014492753623,0.0072463768115942
-"Oxmo Puccino",3.94580786975531,189,9900,82798,4126,0.117126780278384,0.151765463508135,0.0370412467479983,0.0351342476825541,1.05427749820273,0.0721754944305524,0.956327447522887,0.0030193966037827,1001551,1518,707.984963227236,0.0204111210415711,2212,2222,1996,2021,3.779,3.8504,57,26,0.00836976738568565,0.0167395347713713,2529,2981,4.3252,4.5133,45,18,0.0250730693978115,0.0899470899470899,0.322751322751323,"Rap poétique",0.142857142857143,0.126984126984127,0.0899470899470899,0,0.0529100529100529,0.00529100529100529
-"RK",3.54346978014323,123,5648,71774,2592,-0.344186556184212,-0.31800375848718,0.0251549779669878,0.0321756665919785,0.78180129990715,0.0573306445589663,0.932719369130883,0.00862429291944158,953018,830,630.509716450413,0.00900047370914259,1763,1607,2017,2023,3.5327,3.5381,77,35,0.00916766517123192,0.0207038760553961,2224,2227,4.3616,4.3126,66,95,0.0617493799983281,0.333333333333333,0.048780487804878,"Gangsta rap",0.0894308943089431,0.016260162601626,0.333333333333333,0,0,0.00813008130081301
-"Ziak",3.60346830401593,43,3690,24104,3285,-0.00680280765279969,-0.0266744081997457,0.0331552267433895,0.0313741608439512,1.05676855895197,0.0645293875873407,0.908438433455028,0.00535180882841022,951963,1194,349.324376479432,0.00979090607368072,2114,1836,2020,2024,3.6001,3.596,71,50,0.0115333554596747,0.0212827746432127,2565,2444,4.3441,4.3026,68,49,0.045552605376701,0.0697674418604651,0,"Gangsta rap",0.0232558139534884,0,0.627906976744186,0,0.0232558139534884,0.0232558139534884
-"Hooss",3.68848817769286,161,7235,83740,3002,-0.204388918004177,-0.169056734674338,0.0280469346304609,0.0310741406745236,0.902581182348043,0.0591210753049845,0.923083353236207,0.00687843324576069,933535,1264,576.099232826505,0.0089562932887509,2016,1585,2013,2022,3.6897,3.6751,69,131,0.00875328397420587,0.020121805588727,2311,2569,4.3891,4.4329,66,85,0.0546453307857655,0.217391304347826,0.0496894409937888,"Gangsta rap",0.0372670807453416,0.0807453416149068,0.434782608695652,0,0.031055900621118,0.0248447204968944
-"S.Pri Noir",3.75721251132225,103,6418,51889,3478,0.0104886025054365,0.0195573361483562,0.0260488704472107,0.0293390334884111,0.887857142857143,0.0553879039356218,0.919616874482068,0.0056852126654975,893392,1120,452.190221906357,0.0123725645127098,2268,1914,2012,2024,3.7831,3.7379,101,48,0.00871090211798262,0.0187322939351308,2411,2818,4.3313,4.4049,52,109,0.043091984813737,0.184466019417476,0.106796116504854,"Gangsta rap",0.0485436893203883,0.029126213592233,0.252427184466019,0.00970873786407767,0.0679611650485437,0.12621359223301
-"Luidji",3.7845334654201,86,4535,32302,3303,-0.00533095274039569,-0.0160611642630598,0.0403513406419231,0.0303460573239995,1.32970620239391,0.0706973979659226,0.937527088106,0.0079252058696056,866822,896,419.514433679363,0.0125998390192558,2196,1966,2011,2023,3.7806,3.8215,69,39,0.00903968794501888,0.0165314841186304,2358,2694,4.4651,4.3987,46,89,0.052690235898706,0.244186046511628,0.0930232558139535,"Chansons d'amour",0.325581395348837,0.0813953488372093,0.0813953488372093,0,0.0116279069767442,0.0581395348837209
-"MC Solaar",3.99808237720768,152,9661,62056,4692,0.294349689473578,0.312499576060884,0.033737699796949,0.0268304958261745,1.25743855109961,0.0605681956231235,0.928532293412402,0.00114412788449143,861644,1636,580.082011437349,0.0254931030037386,2465,2725,1990,2024,4.0676,4.0147,10,10,0.00815392548665721,0.0103454943921619,3002,3031,4.4029,4.3691,17,7,0.0282970220446049,0.118421052631579,0.171052631578947,"Egotrip/Méta-rap",0.0526315789473684,0.184210526315789,0.0197368421052632,0,0.0921052631578947,0.0131578947368421
-"Sinik",3.86277173913043,202,12144,136896,3584,-0.0302029921870363,0.0386586889815939,0.0334248171601171,0.0431302801244998,0.774973338073231,0.0765550972846169,0.952854721832632,0.00544939223936419,833531,1433,620.759646168269,0.0157710963066854,2120,2167,2000,2022,3.7845,3.9387,60,42,0.00829096540439458,0.0182839527816737,2418,2500,4.2417,4.2944,53,73,0.0354940977092099,0.0495049504950495,0.242574257425743,"Rap conscient",0.0693069306930693,0.198019801980198,0.0297029702970297,0,0.301980198019802,0.0198019801980198
-"Luv Resval",3.8211862852952,173,8476,87264,3329,-0.0749074653091886,-0.0370185528493047,0.0255618936797238,0.0264599117159733,0.966061185468451,0.0520218053956971,0.906020810414375,0.0101989365603227,752168,1654,590.775079481625,0.00992390905757242,2033,2019,2014,2023,3.8592,3.9064,200,19,0.0181288962229556,0.0188737623762376,2676,2614,4.4737,4.4617,54,131,0.05123533186652,0.179190751445087,0.0751445086705202,"Rap hardcore/Drill",0.0578034682080925,0.0404624277456647,0.190751445086705,0,0,0.294797687861272
-"L’Entourage",3.85911595995951,37,6390,44455,3963,0.114251693112677,0.116182049797734,0.0303739433592817,0.0377763981087922,0.804045512010114,0.0681503414680739,0.942031267573951,0.00751321561129232,743257,697,241.547476859271,0.0199977505342481,2654,2607,2011,2014,3.8645,3.8756,80,75,0.0103250478011472,0.0232594758744798,3182,3173,4.503,4.5651,73,78,0.0450567990102351,0.108108108108108,0.189189189189189,"Egotrip/Méta-rap",0.027027027027027,0.324324324324324,0.189189189189189,0,0.027027027027027,0
-"Diam’s",3.68798882279229,101,6758,69427,2896,-0.141511170257256,-0.11721539054034,0.0359800193841795,0.0371281592484903,0.969076305220884,0.0731081786326698,0.965978653837844,0.00437869992942227,739625,637,358.935948516966,0.0126319731516557,2005,1873,1998,2022,3.8164,3.696,107,24,0.00842611664050009,0.0178604865542224,1948,2211,4.0841,4.2705,41,50,0.0454722226223227,0.118811881188119,0.356435643564356,"Rap poétique",0.148514851485149,0.108910891089109,0,0,0.168316831683168,0
-"Davodka",3.77322559445573,102,8112,66952,3716,0.0664915191664634,0.088761696148958,0.0283172147001934,0.0395667311411992,0.715682440359797,0.0678839458413927,0.965243756721233,0.00461524674393595,731980,1196,388.420207226351,0.0149360736049707,2417,2292,2009,2023,3.683,3.8578,45,36,0.0087226669853029,0.0190584299199426,3099,3129,4.4774,4.4731,51,51,0.0337704624208388,0.0490196078431373,0.333333333333333,"Rap poétique",0.0196078431372549,0.215686274509804,0.00980392156862745,0,0.215686274509804,0
-"YL",3.7277058544738,149,7758,80178,3123,-0.104196963689456,-0.0715102044033087,0.0297871772276963,0.0369302251061444,0.806579898770788,0.0667174023338407,0.934146523984135,0.00622365237346903,726259,1083,601.653466413311,0.011574247299758,2347,1741,2016,2024,3.8135,3.6545,96,49,0.00992791039936142,0.0203297662700491,2415,2428,4.3468,4.3748,82,65,0.0581206814836988,0.208053691275168,0.0738255033557047,"Gangsta rap",0.0671140939597315,0.0469798657718121,0.315436241610738,0,0.0402684563758389,0.00671140939597315
-"Mac Tyer",3.84252851620293,219,11330,125718,3482,-0.0400159426184033,0.0225588496638169,0.0302784351585261,0.0415132382718053,0.729368182753653,0.0717916734303314,0.931028174167581,0.0075884121605498,723846,1649,604.031282409829,0.016775640719706,2306,1790,2005,2023,3.8168,3.7619,58,54,0.0138405001670405,0.0208005218027649,2506,2188,4.233,4.3721,90,85,0.0339092254092493,0.0593607305936073,0.127853881278539,"Rap conscient",0.0547945205479452,0.127853881278539,0.141552511415525,0.0365296803652968,0.200913242009132,0.0867579908675799
-"Volts Face",3.61273604146172,77,4940,41677,3123,-0.0979915287435119,-0.0988455555018162,0.0322221378489888,0.0393094894575645,0.819703799098519,0.0715316273065533,0.947932912637666,0.0091897209492046,720101,819,278.833442037311,0.00887779830602011,2126,1730,2011,2019,3.5815,3.6323,83,59,0.0115171437483504,0.0210907694891667,2698,2591,4.3292,4.3431,106,104,0.0563380281690141,0.12987012987013,0.103896103896104,"Chansons d'amour",0.233766233766234,0.181818181818182,0.0779220779220779,0,0.0779220779220779,0.038961038961039
-"Jok’Air",3.66502807171871,128,6512,77302,2688,-0.253729222333596,-0.22322543221869,0.0359757025639606,0.0290157877987021,1.23986647591798,0.0649914903626628,0.934917595922486,0.00791700085379421,708487,1459,563.524164106005,0.0107629815528706,1592,1686,2017,2023,3.6446,3.656,58,52,0.0124188248686968,0.019611394271817,1899,2203,4.4164,4.3202,101,143,0.0532327753486326,0.15625,0.1015625,"Chansons d'amour",0.2890625,0,0.1796875,0,0.03125,0.140625
-"Lino",3.89431447225245,58,7203,44112,4263,0.239431672071632,0.241021757265895,0.0276981168148361,0.0396711595449766,0.698192771084337,0.0673692763598126,0.948585418933623,0.00705023576351106,685984,1095,254.035829356145,0.0177956111715633,2524,2548,1999,2019,3.8888,3.8684,85,83,0.00807036634022488,0.021196046427276,3251,3212,4.6519,4.4469,79,88,0.0372461008342401,0,0.206896551724138,"Egotrip/Méta-rap",0,0.396551724137931,0.0344827586206897,0,0.258620689655172,0
-"Alkpote",3.93649013609731,237,15442,150701,4182,0.142864862425526,0.219057164014003,0.0283748801188356,0.0463516466083545,0.612165525824518,0.0747265267271901,0.920226143157643,0.0196481775170702,670999,2582,727.100638569961,0.0240874314039057,2475,2462,2004,2023,3.8804,3.9513,156,165,0.0111213595132083,0.0321099395491735,2950,2940,4.6036,4.7358,250,307,0.0478430800061048,0.0379746835443038,0.0379746835443038,"Egotrip/Méta-rap",0.0126582278481013,0.316455696202532,0.10126582278481,0,0.0337552742616034,0.215189873417722
-"Kekra",3.82736044844776,187,8055,93478,3012,-0.1739579649969,-0.131698414988089,0.0249955258605262,0.0313070452782915,0.798399390243902,0.0563025711388176,0.896628083613257,0.00979909711375939,659541,2491,631.038581383874,0.0132223624810116,1976,1706,2014,2023,3.9495,3.7968,91,82,0.0112967757119322,0.0182609811934359,2150,2097,4.5834,4.4237,105,102,0.0621964526412632,0.117647058823529,0.0748663101604278,"Gangsta rap",0.0213903743315508,0.133689839572193,0.262032085561497,0,0.0053475935828877,0.149732620320856
-"MRC",3.4610342019544,46,2159,24560,1907,-0.555890274658288,-0.575247297944282,0.0368342245989305,0.042096256684492,0.875,0.0789304812834225,0.951750814332248,0.00496742671009772,653458,366,183.320268475174,0.00537459283387622,1177,1154,2016,2020,3.416,3.4595,51,40,0.0100977198697068,0.019014657980456,1570,1535,4.0618,4.0815,64,48,0.0511400651465798,0.5,0.0652173913043478,"Rap coquin",0.217391304347826,0,0.152173913043478,0,0,0
-"Ademo",3.56930126002291,47,4137,27063,3334,0.0265676229148078,0.0100298073357653,0.0291889305367254,0.0407927266927187,0.715542521994135,0.0699816572294441,0.926652625355652,0.0116395078150981,647459,530,157.350765929993,0.00872039315670842,2193,1930,2007,2015,3.616,3.4806,121,126,0.0100136718028304,0.0278239663008536,2841,2530,4.3121,4.2091,134,111,0.0269740974762591,0.0851063829787234,0.0212765957446809,"Egotrip/Méta-rap",0,0.25531914893617,0.170212765957447,0.127659574468085,0.0212765957446809,0.0638297872340425
-"Lord Esperanza",3.99965874466789,160,9853,82050,3743,0.118714388578653,0.15279929601416,0.0389099538290903,0.0356857282880652,1.09035056017347,0.0745956821171555,0.945009140767824,0.00331505179768434,646676,1469,436.083740641733,0.0275198049969531,2561,2048,2015,2023,4.0685,3.9746,41,8,0.00897014015843998,0.0114564290067032,2961,3024,4.736,4.7749,24,48,0.0471663619744059,0.05,0.475,"Rap poétique",0.10625,0.0875,0.04375,0,0.0875,0.01875
-"Sultan",3.67082656232744,107,6890,63383,3081,-0.0584729314396547,-0.0391909687406977,0.0321458863443596,0.0395250212044105,0.813304721030043,0.0716709075487701,0.93006011075525,0.00752567723206538,622310,593,180.054104263536,0.0106495432529227,2078,1727,2006,2023,3.6942,3.5784,49,79,0.0109650852752315,0.0197529305965322,2440,2398,4.28,4.2222,79,67,0.0470946468295915,0.102803738317757,0.168224299065421,"Egotrip/Méta-rap",0.121495327102804,0.214953271028037,0.0747663551401869,0,0.0841121495327103,0.102803738317757
-"Psy 4 de la Rime",3.83356410510006,85,7867,60666,3859,0.104771565610954,0.121723021829485,0.0298374720982143,0.0356794084821429,0.836265884652981,0.0655168805803571,0.945241156496225,0.00474730491543863,605106,572,383.74147699901,0.0152803876965681,2200,2278,1999,2013,3.8191,3.7649,123,19,0.00895064780931659,0.0164507302278047,2914,2757,4.4375,4.3504,56,25,0.0209013285860284,0.0470588235294118,0.188235294117647,"Rap conscient",0.0823529411764706,0.152941176470588,0.0588235294117647,0,0.305882352941176,0.0235294117647059
-"Leto",3.68685268510876,135,5701,75118,2576,-0.366692018778667,-0.33787521097217,0.0298290075446416,0.0355967258003437,0.8379705400982,0.0654257333449853,0.914001970233499,0.00665619425437312,595001,944,583.026168296467,0.0091855480710349,1543,1746,2017,2023,3.744,3.7201,66,46,0.0120210868233979,0.0233499294443409,2050,1892,4.3717,4.2455,49,75,0.0404829734550973,0.185185185185185,0.037037037037037,"Gangsta rap",0.037037037037037,0.0148148148148148,0.481481481481481,0,0,0.0814814814814815
-"Scylla",3.82619571365722,122,7886,79555,3412,-0.0823774146458519,-0.0501598939614545,0.0361705144566044,0.0324967451693156,1.11305037683459,0.0686672596259201,0.975136697881968,0.00258940355728741,582445,1029,424.085021633327,0.0178618565772107,2321,1859,2005,2023,3.9074,3.8081,25,25,0.00451260134498146,0.00966626861919427,2691,2433,4.3561,4.4449,23,31,0.0416818553202187,0.0573770491803279,0.508196721311475,"Rap poétique",0.10655737704918,0.0983606557377049,0.0245901639344262,0,0.0983606557377049,0
-"Roméo Elvis",3.88892717433164,88,6703,49337,3743,0.0892056962398645,0.0958739620319404,0.0345092515525962,0.0343598608532343,1.00434782608696,0.0688691124058305,0.949733465755924,0.00439832174635669,576889,835,340.865519746155,0.0169446865435677,2760,2130,2013,2024,4.2231,3.79,45,25,0.00843180574416766,0.0177959746235077,2084,3026,4.37,4.6256,47,51,0.0459695563167602,0.136363636363636,0.215909090909091,"Rap poétique",0.170454545454545,0.113636363636364,0.0681818181818182,0,0.0568181818181818,0
-"Leck",3.79461978823649,69,6264,39478,4111,0.177369324333881,0.174264841373512,0.0342209537532212,0.0352739061763972,0.970149253731343,0.0694948599296184,0.914154719084047,0.00557272404883733,568301,348,88.2894253806523,0.0143117685799686,2616,2417,2012,2023,3.8275,3.748,65,57,0.00884036678656467,0.01859263387203,3044,2994,4.3932,4.4156,69,63,0.0372865899994934,0.130434782608696,0.202898550724638,"Rap poétique",0.072463768115942,0.115942028985507,0.0869565217391304,0,0.115942028985507,0.0144927536231884
-"Despo Rutti",3.90517457295998,117,10431,79852,4307,0.194709806302744,0.227151272785019,0.0342014728807182,0.0406117292909746,0.842157511581734,0.0748132021716927,0.931873966838652,0.00801482743074688,565746,1135,427.189740534374,0.0221660071131593,2567,2534,2000,2020,3.9082,3.8865,135,62,0.0101187196313179,0.021164153684316,3007,2604,4.4331,4.3084,109,54,0.0343134799378851,0.11965811965812,0.0769230769230769,"Rap conscient",0.0512820512820513,0.111111111111111,0.0170940170940171,0,0.307692307692308,0.094017094017094
-"Still Fresh",3.65188006109937,98,5481,47791,2903,-0.0897977065742812,-0.0846087784419705,0.0322850868256017,0.0340510312662727,0.94813829787234,0.0663361180918744,0.924211671653659,0.00546127932037413,554645,490,180.01023891578,0.0114038208030801,2195,1316,2010,2024,3.7171,3.4751,78,22,0.0102320520600113,0.0138519804984202,1801,2691,4.2389,4.3457,22,86,0.0403423238685108,0.275510204081633,0.122448979591837,"Rap coquin",0.244897959183673,0.112244897959184,0.0306122448979592,0,0.0816326530612245,0.0408163265306122
-"​DA Uzi",3.54148241307964,126,6460,73947,2757,-0.230716875251542,-0.202815304985944,0.0316005099628988,0.034809265280981,0.907818930041152,0.0664097752438797,0.944041002339513,0.00490892125441194,550224,832,583.618345282468,0.00884417217737028,1836,1805,2014,2023,3.5092,3.5635,47,50,0.0102235384802629,0.0183509811080909,2255,2370,4.4236,4.3354,33,49,0.0654387601931113,0.285714285714286,0.246031746031746,"Rap coquin",0.0555555555555556,0,0.238095238095238,0,0.0317460317460317,0.0158730158730159
-"OBOY",3.58794164687636,51,2653,20633,2599,-0.228003728327215,-0.251771874415508,0.0264652309011036,0.0297867780992178,0.888489208633094,0.0562520090003214,0.904667280569961,0.00857849076721756,545817,551,291.817788760978,0.00770610187563612,1620,1546,2015,2023,3.607,3.5751,124,47,0.0112441234914942,0.0221974506857946,1973,2133,4.3209,4.287,103,99,0.0550089662191635,0.313725490196078,0,"Rap coquin",0.0980392156862745,0,0.294117647058824,0,0,0.215686274509804
-"Therapie TAXI",3.73657389259114,76,2386,30612,1926,-0.609958331103392,-0.62254318829606,0.0507081012148466,0.0461440365125176,1.09890909090909,0.0968521377273643,0.973409120606298,0.00532470926434078,544118,545,263.905779031805,0.0121520972167777,1258,1255,2016,2021,3.6845,3.6919,56,64,0.00793806350450804,0.0183261466091729,1490,1589,4.1178,4.2824,99,37,0.0459950346269437,0.210526315789474,0.105263157894737,"Chansons d'amour",0.618421052631579,0,0,0,0,0
-"Naza",3.58641024601791,106,4376,49346,2466,-0.33734198348661,-0.330665161853272,0.0268721684285334,0.0315803500044417,0.850914205344585,0.058452518432975,0.912495440359908,0.00727515908077656,528772,722,361.432417870651,0.00841000283710939,1481,1437,2016,2024,3.6777,3.5267,73,29,0.00980829246544806,0.0214404409678596,1649,1738,4.1143,4.081,103,81,0.0390710493251733,0.273584905660377,0,"Rap coquin",0.150943396226415,0.0188679245283019,0.226415094339623,0,0,0.113207547169811
-"Gazo",3.58252334667429,36,2466,20988,2412,-0.313027169694351,-0.336400288251164,0.0233886320369867,0.0331792221920044,0.704918032786885,0.056567854228991,0.875976748618258,0.00676577091671431,520539,397,251.024570262708,0.00757575757575758,1521,1385,2017,2023,3.6155,3.5436,49,82,0.00957690108633505,0.0266819134743663,1737,1908,4.1933,4.111,60,89,0.0550314465408805,0.0833333333333333,0,"Rap hardcore/Drill",0.0833333333333333,0,0.277777777777778,0,0,0.388888888888889
-"Suprême NTM",3.95469292182695,63,4896,35447,3318,0.00628908655373926,-0.00104710263785549,0.0371895893027698,0.0327722063037249,1.13479052823315,0.0699617956064948,0.945185770304962,0.0051626371766299,506316,649,293.856520861491,0.0238384066352583,2446,1892,1990,2001,4.2894,3.7276,40,81,0.00688351623550653,0.0129771207718566,2345,2427,4.3001,4.2652,76,60,0.0215815160662397,0.0317460317460317,0.111111111111111,"Egotrip/Méta-rap",0.0158730158730159,0.365079365079365,0.0158730158730159,0.0158730158730159,0.26984126984127,0
-"Zkr",3.63911515151515,102,8432,82500,3372,-0.0408525089014068,-0.00643411694950312,0.032323593668153,0.0327196535115177,0.987895353377587,0.0650432471796706,0.948739393939394,0.0051030303030303,505233,589,498.865677586562,0.0123515151515152,1988,2106,2018,2024,3.5316,3.6563,59,49,0.0109333333333333,0.016969696969697,2905,2609,4.5451,4.4506,52,62,0.0528606060606061,0.117647058823529,0.0686274509803922,"Gangsta rap",0.0882352941176471,0.0490196078431373,0.186274509803922,0,0.0686274509803922,0.0588235294117647
-"4Keus",3.63191459864134,59,4031,36065,2697,-0.200202185247122,-0.206880776382952,0.02528047868362,0.0287808526551982,0.878378378378378,0.0540613313388182,0.926798835436018,0.00615555247469846,502971,470,294.656167491929,0.00834604186884791,1764,1736,2017,2021,3.6268,3.6576,59,54,0.00912241785664772,0.0222376265076944,2123,2259,4.2748,4.3181,100,55,0.0385137945376404,0.152542372881356,0.0508474576271186,"Gangsta rap",0.0508474576271186,0,0.389830508474576,0,0.0338983050847458,0.0847457627118644
-"Nessbeal",3.96791384886798,96,7572,54416,3976,0.142585659849016,0.153981814256583,0.0269576124395246,0.0385649152846079,0.699019101703665,0.0655225277241324,0.923018965010291,0.00321596589238459,488313,889,433.100959455753,0.019920611584828,2463,2295,2005,2023,3.9325,3.9133,25,28,0.00747941781828874,0.0167046456924434,3004,2736,4.6185,4.5248,29,33,0.0308181417230226,0.0625,0.239583333333333,"Rap conscient",0.104166666666667,0.0625,0.0520833333333333,0,0.270833333333333,0
-"Abou Debeing",3.60950466618808,68,3688,34825,2670,-0.264665024712247,-0.272666228537681,0.0392771528674166,0.0296883643739628,1.32298136645963,0.0689655172413793,0.934328786791098,0.00307250538406317,455781,335,154.736857944945,0.0080689160086145,1643,1483,2014,2020,3.6237,3.6126,29,31,0.0131227566403446,0.0144149318018665,1891,1909,4.1207,4.2527,28,52,0.0445944005743001,0.323529411764706,0.0294117647058824,"Rap coquin",0.279411764705882,0.0147058823529412,0.147058823529412,0,0,0.0147058823529412
-"Lonepsi",3.9597505791673,112,5221,46187,3135,-0.114522269616897,-0.110888663342302,0.0361190738699008,0.0345755237045204,1.04464285714286,0.0706945975744212,0.981878017624007,0.00123411349513932,449392,489,354.974061574723,0.0260246389676749,2229,1677,2014,2024,3.9032,3.9279,26,2,0.00870374780782471,0.00673349643839176,2231,2529,4.6027,4.4107,11,28,0.0461168727131011,0.0267857142857143,0.589285714285714,"Rap poétique",0.330357142857143,0,0,0,0,0
-"Sopico",3.67719438441002,98,6323,55061,3220,-0.0459181809375871,-0.033935665297541,0.0364448397200418,0.0324813425621592,1.12202380952381,0.068926182282201,0.939358166397268,0.00521240079184904,441525,868,261.496855670576,0.0093532627449556,2676,1392,2012,2022,3.7231,3.6388,62,12,0.00953487949728483,0.0178166034034979,2477,3171,4.4978,4.5552,59,87,0.0581900074462868,0.153061224489796,0.13265306122449,"Chansons d'amour",0.23469387755102,0.102040816326531,0.173469387755102,0,0,0.0408163265306122
-"Odezenne",3.83095573183214,89,5521,31264,4199,0.214244056058552,0.202377105964418,0.0402132267199733,0.0358820589705147,1.12070566388115,0.0760952856904881,0.960049897645855,0.00617323439099283,435099,600,245.449753670136,0.0134659672466735,2609,1936,2008,2023,3.8108,3.7104,80,57,0.00729273285568066,0.0185197031729785,2756,3273,4.3094,4.5309,73,53,0.0299385875127943,0.157303370786517,0.404494382022472,"Rap poétique",0.157303370786517,0.0561797752808989,0.0449438202247191,0,0.0449438202247191,0
-"Dooz Kawa",4.00041557002355,101,9096,57752,4414,0.284353836442887,0.298749838414139,0.0342661646513649,0.0352436463688364,0.972265023112481,0.0695098110202013,0.956572932539133,0.00303019808837789,432494,949,308.227599911355,0.0241030613658401,2674,2559,2005,2020,3.9846,4.0015,23,39,0.0103199889181327,0.0108913977005125,3197,3181,4.6247,4.5135,20,43,0.0317045297132567,0.0396039603960396,0.405940594059406,"Rap poétique",0.108910891089109,0.158415841584158,0.0099009900990099,0,0.128712871287129,0
-"Elams",3.64832034723373,137,6451,66353,2853,-0.156333005219481,-0.134558720099125,0.0286098625282982,0.0329571180156829,0.868093578894973,0.0615669805439811,0.918692447967688,0.004837761668651,428515,790,324.238868775303,0.00985637424080298,2062,1514,2015,2023,3.6793,3.6514,41,27,0.00892197790604796,0.0212499811613642,2142,2189,4.1724,4.2945,28,73,0.0360044007053185,0.226277372262774,0.072992700729927,"Gangsta rap",0.116788321167883,0.0145985401459854,0.357664233576642,0,0,0
-"Doc Gynéco",3.85682299788093,62,4369,25011,4000,0.136273466368505,0.117425310383499,0.038453257546398,0.0261809413081859,1.46875,0.0646341988545838,0.928511454959818,0.00219903242573268,424857,498,225.2870916571,0.0171924353284555,2404,2280,1996,2018,3.8414,3.8239,34,13,0.00799648154811883,0.0140338251169485,2658,2686,4.1842,4.3578,34,14,0.0402622845947783,0.241935483870968,0.0806451612903226,"Rap coquin",0.0967741935483871,0.0645161290322581,0,0,0.17741935483871,0.032258064516129
-"Hatik",3.57924066308294,143,6707,71062,2849,-0.165364391346159,-0.139750642486083,0.0358360216689999,0.0278470996408789,1.28688524590164,0.0636831213098789,0.924769919225465,0.00482677098871408,418558,776,465.849745496884,0.00797894796093552,2199,1716,2014,2024,3.6109,3.5924,62,27,0.0136781965044609,0.0182657397765332,2306,2846,4.3505,4.4035,28,71,0.0555852635726549,0.118881118881119,0.146853146853147,"Gangsta rap",0.223776223776224,0.041958041958042,0.244755244755245,0,0.027972027972028,0.041958041958042
-"PSO Thug",3.75470666129311,60,4084,34738,3048,-0.160923200145627,-0.169017670991457,0.0224492369781814,0.0345251608021188,0.650228310502283,0.0569743977803002,0.91300593010536,0.0098739132937993,416885,609,234.933871358918,0.01209050607404,2027,1690,2013,2020,3.836,3.6396,107,71,0.0114284069318901,0.0249582589671253,2360,2211,4.362,4.2892,97,139,0.0363578789797916,0.05,0,"Gangsta rap",0.0333333333333333,0,0.45,0,0.0333333333333333,0.233333333333333
-"KIK",3.62882190888488,146,6407,73687,2841,-0.23649188745157,-0.208794563504216,0.0330845240634108,0.0323309874173598,1.02330694810906,0.0654155114807706,0.954510293538887,0.00526551494836267,415472,1261,469.466860263262,0.0102731825152334,1896,1747,2017,2024,3.6572,3.6606,62,22,0.0109110155115556,0.0175336219414551,2201,2133,4.4322,4.295,69,97,0.067651010354608,0.150684931506849,0.089041095890411,"Chansons d'amour",0.232876712328767,0.184931506849315,0.102739726027397,0,0.00684931506849315,0.0136986301369863
-"Soso Maness",3.69060488428087,87,5013,40702,3178,-0.0667678962716512,-0.0686146593062658,0.0243699954473635,0.0284673683082938,0.856067732831609,0.0528373637556573,0.917424205198762,0.00452066237531325,412626,601,320.869174435479,0.0111788118519974,1940,2003,2014,2023,3.7402,3.6694,41,29,0.0085745172227409,0.0205641000442239,2427,2213,4.2746,4.2378,46,63,0.0492113409660459,0.103448275862069,0.103448275862069,"Gangsta rap",0.0229885057471264,0.0344827586206897,0.459770114942529,0,0.0344827586206897,0.0344827586206897
-"Aladin 135",3.65942353759369,100,6765,64705,3352,-0.0912176647564846,-0.0708193489861524,0.0318546752088233,0.0331522179871868,0.960861056751468,0.06500689319601,0.952862993586276,0.00548643845143343,408049,645,214.377327068643,0.0120856193493548,2147,1627,2013,2021,3.7083,3.5599,46,18,0.00791283517502511,0.017834788656209,2357,2516,4.3362,4.3001,54,61,0.0554825747623831,0.23,0.22,"Rap coquin",0.11,0.18,0.1,0,0.06,0.01
-"Akhenaton",3.993160503312,163,13866,106733,4511,0.276456043356938,0.327508288343194,0.032934043328051,0.0372747226788193,0.88354898336414,0.0702087660068703,0.951879924671845,0.00436603487206394,394884,1304,559.336615689504,0.0210619021296131,2721,2773,1995,2022,4.0784,4.0075,39,41,0.00728921701816683,0.0141474520532544,3353,2914,4.4731,4.5057,64,28,0.0228420451032014,0.0306748466257669,0.349693251533742,"Rap poétique",0.0306748466257669,0.257668711656442,0,0,0.208588957055215,0.00613496932515337
-"Furax Barbarossa",3.79987578952932,129,9828,75678,4244,0.172707790141072,0.201959618962403,0.0283376352353232,0.0384425284200121,0.737142857142857,0.0667801636553353,0.962446153439573,0.00532519358333994,383047,1099,442.651884725312,0.0142842041280161,2522,2445,2004,2023,3.7932,3.7924,73,40,0.00721477840323476,0.0199397447078411,3149,2989,4.3879,4.3714,48,57,0.033008271888792,0.0387596899224806,0.271317829457364,"Rap poétique",0.0465116279069767,0.131782945736434,0.10077519379845,0,0.170542635658915,0
-"Dry",3.81201368647827,64,5596,39455,3509,0.0650099668861935,0.0618817282200366,0.0289540645506897,0.037525110486139,0.771591720199857,0.0664791750368287,0.946267900139399,0.004384742111266,382445,443,183.847701386036,0.0154099607147383,2232,2092,2008,2021,3.8067,3.8222,27,52,0.0115321252059308,0.0145989101508047,2322,2480,4.2729,4.395,68,35,0.0394880243315169,0.046875,0.25,"Rap poétique",0.109375,0.15625,0.140625,0,0.125,0.015625
-"SDM",3.56512148337596,54,3504,31280,2724,-0.240767573949905,-0.25261694358236,0.0220379818594104,0.025297619047619,0.871148459383754,0.0473356009070295,0.90230179028133,0.00648976982097187,378053,392,329.24921984337,0.00684143222506394,1777,1596,2014,2023,3.5841,3.5677,91,53,0.00885549872122762,0.021579283887468,2102,2164,4.2479,4.1693,61,87,0.0472826086956522,0.185185185185185,0.0925925925925926,"Gangsta rap",0.0185185185185185,0,0.37037037037037,0,0,0.203703703703704
-"Lujipeka",3.60143681068501,88,4577,39532,3088,-0.137361783765508,-0.140410510151339,0.0328722925977838,0.0387961812075212,0.847307430129516,0.071668473805305,0.956516240008095,0.00389557826570879,368008,1191,389.625970734047,0.00976424162703633,1720,1968,2014,2023,3.6205,3.6236,39,32,0.0098654254780937,0.0122432459779419,2231,2189,4.382,4.3369,61,34,0.0605585348578367,0.215909090909091,0.306818181818182,"Chansons d'amour",0.352272727272727,0,0.0454545454545455,0,0.0113636363636364,0
-"Shurik’n",3.93083707680508,66,5973,36508,4069,0.184494966290237,0.178285815406024,0.0350601191145072,0.038627935723115,0.907636363636364,0.0736880548376222,0.975019173879698,0.00230086556371206,366453,484,233.076326586431,0.0173934480113948,2493,2460,1997,2016,3.9716,3.8712,30,13,0.00723129177166648,0.0136682370987181,2788,2766,4.3776,4.3554,33,13,0.0251999561739893,0,0.454545454545455,"Rap poétique",0.0606060606060606,0.151515151515152,0,0.0151515151515152,0.196969696969697,0
-"113",3.9254109231202,81,7453,49766,4051,0.189212635688808,0.196288013341647,0.0273624271929062,0.0348387377205946,0.785402370555209,0.0622011649135008,0.924566973435679,0.00508379214724913,363773,559,238.821069907629,0.0200337579873809,2052,2435,1997,2011,3.9716,3.8131,88,28,0.0100269260137443,0.0219426917976128,2839,3092,4.4179,4.4733,48,35,0.0267451673833541,0.037037037037037,0.0617283950617284,"Rap conscient",0.0246913580246914,0.135802469135802,0.160493827160494,0,0.234567901234568,0.0246913580246914
-"Franglish",3.52652232746955,91,3420,44340,2102,-0.509030620284977,-0.507214239024665,0.0373341255694197,0.0261685482273718,1.42667928098392,0.0635026737967914,0.910960757780785,0.00448804691023906,334927,437,282.595763646422,0.00708164185836716,1436,1093,2013,2024,3.5614,3.432,91,11,0.0089084348218313,0.00712674785746504,1543,1749,4.1353,4.0607,12,109,0.0497519170049617,0.230769230769231,0.043956043956044,"Chansons d'amour",0.516483516483517,0.010989010989011,0.0549450549450549,0,0,0.0659340659340659
-"Fonky Family",3.83872980655897,69,6911,57692,3734,0.0103603434910861,0.0247031020649284,0.0405548667636965,0.0427829586904569,0.947921041579168,0.0833378254541534,0.964657144838106,0.00729737225265201,334424,599,280.076285325331,0.0160160854191222,2445,2017,1996,2006,3.9795,3.7745,95,62,0.00745337308465645,0.0169347569853706,2598,2733,4.2273,4.2829,66,70,0.0197081051098939,0.0434782608695652,0.188405797101449,"Rap conscient",0,0.246376811594203,0.0434782608695652,0,0.260869565217391,0.0144927536231884
-"Klub des Loosers",3.95260899930161,81,5400,40092,3510,0.0181565382294156,0.0156845647738427,0.0421182076704327,0.0317167524914816,1.32794830371567,0.0738349601619143,0.973585752768632,0.00246932056270578,329195,877,286.997046912726,0.0228973361269081,2306,2092,2002,2022,3.9846,3.9014,16,39,0.0074827895839569,0.0121221191260102,2679,2634,4.3961,4.4063,33,37,0.0349446273570787,0.111111111111111,0.493827160493827,"Rap poétique",0.222222222222222,0.037037037037037,0.0123456790123457,0,0.0493827160493827,0
-"Set&Match",3.81789301565055,39,4138,21405,3927,0.19082980412349,0.167922197534234,0.037496883570182,0.0317626527050611,1.18053375196232,0.0692595362752431,0.936930623686055,0.00859612240130811,321043,328,79.6743379619949,0.0149497780892315,2289,2288,2010,2015,NA,3.86323751891074,77,77,0.00892314879701004,0.0192478392898855,2798,3050,4.4423,4.3909,90,98,0.0550805886475123,0.230769230769231,0.0769230769230769,"Egotrip/Méta-rap",0.102564102564103,0.230769230769231,0.102564102564103,0,0.0256410256410256,0.102564102564103
-"Ridsa",3.58220645569176,115,4341,56942,2363,-0.445498450954385,-0.431823404814628,0.0390744459387263,0.0333450010132459,1.17182320441989,0.0724194469519721,0.953268237856064,0.000632222261248288,319990,334,156.4519358568,0.010027747532577,1620,1252,2010,2023,3.6019,3.5347,12,1,0.00730567946331355,0.00711250043904324,1850,2011,4.1739,4.2205,8,11,0.0551262688349549,0.260869565217391,0.0782608695652174,"Chansons d'amour",0.617391304347826,0.00869565217391304,0.0173913043478261,0,0,0
-"Bosh",3.78329571106095,60,4091,31010,3014,-0.0798207783068509,-0.09196705710146,0.0301739566182261,0.0295654663898633,1.02058111380145,0.0597394230080893,0.900935182199291,0.00761044824250242,319734,450,227.690017554213,0.0158658497258949,2057,1699,2015,2022,3.8065,3.7944,90,79,0.00970654627539503,0.0179619477587875,2388,2268,4.413,4.414,82,71,0.04563044179297,0.15,0,"Gangsta rap",0.05,0,0.45,0,0.0166666666666667,0.133333333333333
-"Kofs",3.57510346033535,87,5150,51469,2849,-0.203937758871679,-0.195260586790037,0.0315473003583048,0.0366335818129402,0.861157953906689,0.068180882171245,0.943519400027201,0.0077716683829101,311882,501,307.235280009642,0.00827682682779926,1772,1831,2015,2024,3.592,3.6416,80,82,0.00905399366609027,0.0202646253084381,2103,2228,4.1418,4.1245,73,106,0.0576852085721502,0.137931034482759,0.0919540229885057,"Gangsta rap",0.0919540229885057,0.0114942528735632,0.540229885057471,0,0.0114942528735632,0.0114942528735632
-"Jarod",3.64654758731005,176,9377,112530,3178,-0.151710516446505,-0.0970163459760435,0.0309622314159883,0.0367295189796191,0.842979496496237,0.0676917503956073,0.932213631920377,0.00870878876743979,310866,1059,390.09297212112,0.00965964631653781,2179,2127,2006,2023,3.7551,3.7173,59,49,0.0109037589976006,0.0245356793743891,2423,2225,4.3567,4.2323,73,86,0.0556118368435084,0.0681818181818182,0.232954545454545,"Rap poétique",0.0965909090909091,0.0795454545454545,0.170454545454545,0,0.0170454545454545,0.119318181818182
-"Eddy de Pretto",3.80714084903008,49,3048,21342,2942,-0.112835838559962,-0.135813867807577,0.0567547902013097,0.0314819306330342,1.80277349768875,0.0882367208343439,0.965935713616343,0.00192109455533689,307131,453,219.752196147826,0.0139162215350014,1851,1731,2017,2023,3.813,3.7947,28,10,0.00909005716427701,0.0117139911910786,2208,1971,4.2887,4.2604,26,14,0.0410926810983038,0.122448979591837,0.285714285714286,"Chansons d'amour",0.428571428571429,0,0.0204081632653061,0,0,0
-"Kamikaz",3.75735399068343,113,7482,77067,3289,-0.112746527950647,-0.0824230271456793,0.029029015431428,0.0378450336883286,0.767049533381192,0.0668740491197566,0.955220781917033,0.00694201149649007,301534,438,250.937665255063,0.0127810865869957,2269,1995,2011,2021,3.8545,3.7884,66,80,0.0136893871566299,0.018568258787808,2125,2160,4.2081,4.3299,60,54,0.0125734750282222,0.115044247787611,0.0973451327433628,"Gangsta rap",0.0265486725663717,0.141592920353982,0.407079646017699,0,0.079646017699115,0.0176991150442478
-"Kacem Wapalek",3.73816605492976,57,4809,31604,3656,0.0686100806366706,0.0571163267493543,0.026422091252235,0.0394013641480697,0.670588235294118,0.0658234554003046,0.955638526768763,0.0074041260599924,301111,325,132.265834320821,0.0162954056448551,2239,1983,2009,2023,3.7393,3.7365,76,59,0.00857486394127326,0.0214846221997216,2513,3053,4.3756,4.4724,59,86,0.0249651942792052,0.0175438596491228,0.087719298245614,"Egotrip/Méta-rap",0.0175438596491228,0.456140350877193,0.0526315789473684,0,0.157894736842105,0
-"TSR Crew",3.78185158253282,69,7395,52258,3901,0.147230659751078,0.156642284356095,0.0301531878822128,0.0403858962197509,0.746626686656672,0.0705390841019638,0.948122775460217,0.00560679704542845,287948,823,270.050051429739,0.0152321175705155,2325,2499,2004,2015,3.6693,3.9026,73,29,0.0110222358299208,0.0189061961804891,3089,3072,4.601,4.4984,40,57,0.0266370699223085,0.0144927536231884,0.115942028985507,"Egotrip/Méta-rap",0,0.289855072463768,0.0434782608695652,0,0.27536231884058,0
-"Krisy",3.72962274225324,120,5492,54313,2874,-0.177254141076601,-0.165951909305336,0.037344153158299,0.0243249098895039,1.53522267206478,0.0616690630478029,0.934785410491043,0.00486071474600924,284535,656,245.958693931569,0.0124463756375085,2131,1542,2011,2023,3.7932,3.6263,141,11,0.0093900171229724,0.0106051958094747,1953,2156,4.3273,4.3825,23,56,0.0601145213853037,0.333333333333333,0.0833333333333333,"Rap coquin",0.241666666666667,0.0833333333333333,0.0166666666666667,0,0,0.133333333333333
-"Chilla",3.74298636601993,67,4070,30512,2989,-0.0736454533743677,-0.0863406738723203,0.0379592547449068,0.0398398049799756,0.952797202797203,0.0777990597248825,0.94110513896172,0.00331017304667016,282927,385,183.8612103043,0.0125852123754588,2215,1490,2016,2023,3.9909,3.5279,31,32,0.00799685369690614,0.0161903513371788,2340,2379,4.4037,4.5333,41,26,0.0663345568956476,0.119402985074627,0.343283582089552,"Rap poétique",0.223880597014925,0.0746268656716418,0.0895522388059701,0,0.0746268656716418,0
-"El Matador",3.92643872341988,90,7771,54458,4261,0.167987733763936,0.179422163999881,0.0296422146711973,0.0355986408155107,0.832678270634475,0.065240855486708,0.918689632377245,0.00561900914466194,273005,450,79.7855398617401,0.018748393257189,2600,2127,1992,2019,3.976,3.8995,65,57,0.00771236549267325,0.020235778030776,3027,2648,4.482,4.3556,66,52,0.0305372947959896,0.0666666666666667,0.133333333333333,"Egotrip/Méta-rap",0.0666666666666667,0.244444444444444,0.0888888888888889,0,0.188888888888889,0.0111111111111111
-"Werenoi",3.7054278319123,49,3431,26272,2942,-0.139807058587097,-0.157234085444687,0.024715990064742,0.0282584795797875,0.87463976945245,0.0529744696445295,0.934797503045067,0.0045295371498173,272733,321,280.875105663039,0.0100487210718636,1766,1808,2021,2023,3.6874,3.6922,51,36,0.0156059683313033,0.0180420219244823,2229,2078,4.3626,4.2954,35,63,0.0379872107186358,0.142857142857143,0.0204081632653061,"Gangsta rap",0.0204081632653061,0,0.530612244897959,0,0.0204081632653061,0
-"Sefyu",3.86724587656161,77,7644,50989,4034,0.1975390112181,0.20576700765205,0.0259168599158293,0.0314137249849695,0.825017088174983,0.0573305849007988,0.9133734727098,0.00735452744709643,264462,565,230.431133687497,0.0202396595344094,2487,2191,2004,2019,3.8318,3.9003,96,50,0.0128262958677362,0.019749357704603,2648,3150,4.2819,4.5028,65,82,0.0196120731922572,0.051948051948052,0.0909090909090909,"Rap conscient",0.025974025974026,0.142857142857143,0.142857142857143,0,0.233766233766234,0.0779220779220779
-"Tunisiano",3.92505094243505,50,5693,31408,4359,0.241708775980214,0.229999985284701,0.0327941426868721,0.0412736250638515,0.794554455445545,0.0740677677507237,0.93495287824758,0.00522159959246052,263190,407,212.08714700997,0.0190397350993377,2328,2581,2003,2023,3.9037,3.8592,33,76,0.00662251655629139,0.0170020376974019,2992,3017,4.4451,4.4167,61,62,0.0337493632195619,0.02,0.14,"Egotrip/Méta-rap",0.12,0.28,0,0,0.26,0.02
-"Zamdane",3.64299712046073,94,5438,50008,2907,-0.129385034553481,-0.122080648146666,0.0349934964125372,0.0354340620148534,0.987566607460036,0.0704275584273906,0.953167493201088,0.00451927691569349,247795,832,319.695135672139,0.0115981442969125,2018,1658,2017,2024,3.6644,3.721,96,9,0.00935850263957767,0.0160774276115821,2597,2637,4.571,4.514,64,64,0.0771276595744681,0.0851063829787234,0.627659574468085,"Rap poétique",0.0957446808510638,0.0106382978723404,0.0425531914893617,0,0,0.0106382978723404
-"Swift Guad",3.85093252879868,252,15590,153132,4097,0.141212575587364,0.218650542357796,0.0274470079109126,0.03899638909562,0.703834599752606,0.0664433970065327,0.947653005250372,0.0046952955619988,239996,1533,474.415777959816,0.0198064415014497,2522,2415,2003,2023,3.8974,3.8554,35,56,0.0101219862602199,0.0192448345218504,2930,3048,4.4933,4.5482,25,49,0.0421597053522451,0.0515873015873016,0.174603174603175,"Egotrip/Méta-rap",0.0595238095238095,0.253968253968254,0.0317460317460317,0,0.170634920634921,0.0119047619047619
-"A2H",3.67695353550518,237,9297,106576,3286,-0.122262560965721,-0.0713105789914738,0.0386635131884871,0.0321594644431973,1.20224368962294,0.0708229776316844,0.936270830205675,0.00759082720312265,239417,937,351.134642864781,0.00858542260921783,2453,1701,2004,2023,3.7247,3.5781,112,55,0.0110249962468098,0.0260002251914127,2408,3141,4.3694,4.3153,87,95,0.0549091727968773,0.337552742616034,0.0590717299578059,"Rap coquin",0.135021097046413,0.118143459915612,0.122362869198312,0.00421940928270042,0.029535864978903,0.0843881856540084
-"Grand Corps Malade",3.94735412105036,111,7408,62569,3541,0.0230557041638112,0.0416446167296111,0.0455844198495845,0.0262241781339289,1.73825923606763,0.0718085979835134,0.973293483993671,0.00153430612603686,230701,523,311.696435904698,0.0227428918474005,2222,2177,2006,2021,3.886,4.0301,29,10,0.00525819495277214,0.00901404849046653,2509,2704,4.3712,4.4362,20,28,0.0342022407262382,0.0900900900900901,0.486486486486487,"Rap poétique",0.207207207207207,0.00900900900900901,0.00900900900900901,0,0.144144144144144,0
-"Youv Dee",3.56848355460671,88,4167,44967,2505,-0.321294444005664,-0.318857989968129,0.0282226211849192,0.0278874925194494,1.01201716738197,0.0561101137043686,0.929014610714524,0.00691618297862877,229746,854,302.493251418043,0.00696066003958458,1619,1432,2016,2023,3.5737,3.552,82,85,0.00974047634932284,0.0209264571797096,2075,1899,4.3315,4.2892,75,63,0.0674717014699669,0.238636363636364,0.136363636363636,"Rap coquin",0.125,0.0227272727272727,0.170454545454545,0,0.0113636363636364,0.204545454545455
-"Panama Bende",3.70997146143034,22,4325,23477,3905,0.170414551479405,0.149835631130214,0.0335417332177246,0.0348651485419614,0.962041884816754,0.068406881759686,0.933381607530775,0.00668739617497977,222983,326,77.4851317795459,0.011458022745666,2533,2288,2014,2017,3.7339,3.716,56,73,0.00996720194232653,0.02116965540742,2912,2904,4.3116,4.3868,76,74,0.0389743152873025,0.0909090909090909,0.0909090909090909,"Egotrip/Méta-rap",0,0.454545454545455,0.227272727272727,0,0.0909090909090909,0
-"Lucio Bukowski",4.10933280804997,260,16134,121839,4978,0.335376067989982,0.395687922404734,0.0370167776343792,0.0360082392458184,1.02800854497982,0.0730250168801976,0.960291860570097,0.00598330583803216,222757,2039,455.559632474187,0.0257142622641355,3065,2733,2007,2024,4.1112,4.1348,34,40,0.00898727008593308,0.0160868030761907,3378,3827,4.6048,4.7847,52,55,0.0277907730693784,0.0153846153846154,0.596153846153846,"Rap poétique",0,0.0961538461538462,0.0115384615384615,0,0.157692307692308,0
-"Ärsenik (Group)",3.89273651651438,37,5212,28127,4167,0.230592889015704,0.215247224770047,0.0279216392704346,0.0512647301658786,0.544655929721816,0.0791863694363131,0.947345966509048,0.00913712802645145,221454,460,192.734522900752,0.0137234685533473,2783,2247,1995,2009,3.9855,3.8098,57,120,0.00849717353432645,0.0241405055640488,2956,3216,4.3598,4.3993,65,94,0.0306111565399794,0.027027027027027,0.135135135135135,"Egotrip/Méta-rap",0,0.432432432432432,0,0,0.216216216216216,0.027027027027027
-"Gaël Faye",4.08479908479908,46,4947,20979,4710,0.383456701908073,0.360073553267221,0.0331382031051158,0.0286586917790786,1.1563055062167,0.0617968948841945,0.93641260307927,0.0017636684303351,220209,422,165.734499986637,0.0254063587396921,3076,2733,2012,2022,4.0776,4.0949,24,11,0.00662567329233996,0.0102960102960103,3335,3248,4.554,4.5739,23,15,0.0281710281710282,0.0652173913043478,0.369565217391304,"Rap poétique",0.0869565217391304,0.0652173913043478,0.0217391304347826,0,0.326086956521739,0
-"H Magnum",3.73578566129947,87,5832,45834,3311,0.00151409052297988,0.00480257475757509,0.0317708703795908,0.0344026365080494,0.923501033769814,0.0661735068876402,0.920212069642623,0.0052144696077148,220119,504,169.904071700198,0.0124143648819654,2043,1542,2009,2021,3.7248,3.7281,64,41,0.0125016363398351,0.0160797661124929,2406,2692,4.2965,4.3689,55,72,0.040210324213466,0.172413793103448,0.0919540229885057,"Egotrip/Méta-rap",0.149425287356322,0.206896551724138,0.0804597701149425,0,0.0919540229885057,0.0229885057471264
-"Nakk Mendosa",3.68060702311629,102,8487,68004,3904,0.100779852691112,0.123915572618646,0.0320091769068795,0.0352776642886326,0.907349665924276,0.0672868411955121,0.935797894241515,0.00699958825951415,206600,975,76.081159032614,0.0129698253043939,2432,2467,2004,2021,3.7439,3.6859,68,75,0.00952885124404447,0.0206311393447444,3132,3004,4.4757,4.399,72,64,0.0411593435680254,0.0588235294117647,0.107843137254902,"Egotrip/Méta-rap",0.0784313725490196,0.284313725490196,0.0490196078431373,0,0.215686274509804,0.0490196078431373
-"Dabs",3.6020988420182,72,3993,38688,2609,-0.258770702597667,-0.262693718723624,0.0279054223410477,0.0349235525106525,0.799043062200957,0.0628289748517002,0.928117245657568,0.00847808105872622,206419,266,161.738312629614,0.00977047146401985,1788,1541,2015,2023,3.5573,3.6361,127,47,0.0127171215880893,0.0220998759305211,2128,2103,4.2837,4.2452,83,125,0.0644902812241522,0.319444444444444,0.0833333333333333,"Rap coquin",0.0833333333333333,0.0277777777777778,0.25,0,0,0.0694444444444444