Datasets:

regicid
/

LRFAF

@@ -1,9 +1,9 @@
 "rappeur","means_word_length","n_songs","n_unique_words","n_total_words","diversity","positivity","negativity","positivity_ratio","emotionality","frenchity","profanity","pageviews","contributors","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","Rap coquin","Rap poétique","Catégorie"," Rap gangsta/Hardcore","Chansons d'amour","Egotrip/Méta-rap","Gangsta rap/Moula","Inclassable","Rap conscient","Catégorie_short"
-"Booba",3.85623092109268,238,12828,114983,4950,0.0290701683528218,0.0375025858757006,0.775151037562385,0.0665727542285224,0.882852247723577,0.0101667202977832,25671559,9523,0.0171242705443413,2357,2372,2001,2024,3.8448,3.8148,126,68,0.00994929685257821,0.0672268907563025,0.0378151260504202," Rap gangsta/Hardcore",0.19327731092437,0.0252100840336134,0.189075630252101,0.151260504201681,0.0126050420168067,0.0714285714285714," Rap gangsta/Hardcore"
 "PNL",3.65640605393224,75,4619,39049,3531,0.0367959241437871,0.0405321256722332,0.907821229050279,0.0773280498160204,0.904760685292837,0.0101667136162258,25261716,6309,0.00891187994570924,2011,1807,2014,2023,3.604,3.74212598425197,97,100,0.0116008092396732,0.306666666666667,0.106666666666667,"Rap coquin",0.0133333333333333,0.0933333333333333,0.0666666666666667,0.2,0.0133333333333333,NA,"Rap coquin"
 "Nekfeu",3.82594752992564,137,11860,108519,4938,0.0326507372430448,0.0359982722400016,0.907008453776929,0.0686490094830463,0.938692763479206,0.00503137699389047,19971399,6284,0.0177572590974852,2819,2076,2010,2020,4.0298,3.7013,53,12,0.0117122347238732,0.138686131386861,0.262773722627737,"Rap poétique",0.0072992700729927,0.131386861313869,0.109489051094891,0.0583941605839416,0.0072992700729927,0.124087591240876,"Rap poétique"
 "JuL",3.68843981742242,865,23338,598321,3665,0.0300369062337715,0.0352799200149325,0.851388161341016,0.065316826248704,0.904365716730651,0.00554886089573991,19876471,9057,0.0117930007470906,1898,2001,2007,2024,3.511,3.9868,61,36,0.00947317577019693,0.433526011560694,0.0427745664739884,"Rap coquin",0.0127167630057803,0.092485549132948,0.0300578034682081,0.295953757225434,NA,0.0046242774566474,"Rap coquin"
-"Damso",3.78262334622069,123,6630,56386,3957,0.0349554356862518,0.0386481835933724,0.904452226113057,0.0736036192796242,0.917302167204625,0.0124676338098109,17530388,5853,0.0169900329869116,2163,1848,2012,2023,3.9014,3.8665,170,120,0.00957684531621324,0.146341463414634,0.16260162601626," Rap gangsta/Hardcore",0.203252032520325,0.146341463414634,0.00813008130081301,0.170731707317073,NA,0.024390243902439," Rap gangsta/Hardcore"
 "Lacrim",3.75466769855858,216,10866,124044,4042,0.0309095716552089,0.0382689934778777,0.807692307692308,0.0691785651330866,0.914675437747896,0.00911773241752926,10799721,3930,0.0117538937796266,2445,1940,2009,2023,3.9877,3.94188861985472,59,85,0.00802940891941569,0.143518518518519,0.101851851851852,"Gangsta rap/Moula",0.0185185185185185,0.0648148148148148,0.0694444444444444,0.319444444444444,0.00462962962962963,0.0787037037037037,"Gangsta"
 "SCH",3.70440435322475,153,8600,82146,4082,0.0295437744217974,0.0306262540923012,0.964655172413793,0.0601700285140986,0.922162978112142,0.0074258028388479,9733777,4322,0.0105422053417087,2438,2206,2011,2023,3.8066,3.5801,99,41,0.00870401480291189,0.0784313725490196,0.117647058823529,"Gangsta rap/Moula",0.0130718954248366,0.0457516339869281,0.0522875816993464,0.372549019607843,0.0130718954248366,0.0065359477124183,"Gangsta"
 "Gims",3.72842180629882,202,10065,108941,4027,0.0272324634905435,0.0317013805761711,0.859030837004405,0.0589338440667145,0.920204514370164,0.00395626990756465,9474988,3445,0.0148153587721794,2258,1435,2005,2024,3.7889,3.7677,76,5,0.0127316620923252,0.163366336633663,0.133663366336634,"Chansons d'amour",0.0198019801980198,0.277227722772277,0.103960396039604,0.0742574257425743,NA,0.0445544554455446,"Chansons d'amour"
@@ -12,10 +12,10 @@
 "Kaaris",3.83887292378319,200,11666,110658,4544,0.0240713612008589,0.0309144909795107,0.77864329763064,0.0549858521803697,0.900630772289396,0.00998572177339189,7299079,4341,0.0142963003126751,2321,1960,2000,2023,3.8836,4.0204,86,71,0.0124256718899673,0.075,0.06,"Gangsta rap/Moula",0.18,NA,0.11,0.315,NA,0.045,"Gangsta"
 "OrelSan",3.93004993322882,109,7989,68892,4342,0.0409623689080814,0.0386489821098088,1.05985634477255,0.0796113510178902,0.941183301399292,0.00583522034488765,6838303,3914,0.0215845090866864,2367,1912,2002,2022,3.9625,4.0606,114,50,0.0089850780932474,0.146788990825688,0.247706422018349,"Rap poétique",NA,0.201834862385321,0.192660550458716,0.0091743119266055,NA,0.0825688073394495,"Rap poétique"
 "Niro",3.83118319466842,234,11747,140146,4269,0.0308537419194431,0.0401774614619592,0.76793656932895,0.0710312033814023,0.918356571004524,0.0100395302042156,6510417,3060,0.0151984359168296,2109,1778,2010,2023,3.7108,3.7359,105,53,0.0106531759736275,0.0726495726495727,0.145299145299145,"Gangsta rap/Moula",0.047008547008547,0.0598290598290598,0.170940170940171,0.252136752136752,NA,0.0854700854700855,"Gangsta"
-"Freeze Corleone",3.967867127957,153,8788,78331,4227,0.0196590223295112,0.0298129149064575,0.659412955465587,0.0494719372359686,0.846152864127868,0.0280221112969322,6508840,4793,0.0176558450677254,2196,2163,2010,2023,3.8359,3.7687,155,137,0.0319030779640245,NA,0.0065359477124183," Rap gangsta/Hardcore",0.830065359477124,NA,0.0718954248366013,0.0457516339869281,NA,0.0130718954248366," Rap gangsta/Hardcore"
 "La Fouine",3.85483269190471,315,14227,195657,4249,0.0286146455319004,0.0350842407006651,0.815598256095592,0.0636988862325655,0.902180857316631,0.00866823062808895,5542089,3911,0.0136003311918306,2018,1844,1997,2021,3.8667,3.9492,81,65,0.0118779292333011,0.0698412698412698,0.114285714285714,"Gangsta rap/Moula",0.0952380952380952,0.0793650793650794,0.107936507936508,0.212698412698413,0.00634920634920635,0.0698412698412698,"Gangsta"
 "Rohff",3.97547979341673,315,20387,237967,5084,0.0369541492256897,0.039938110434194,0.925285368384642,0.0768922596598837,0.91256770896805,0.0067908575558796,5432956,3837,0.0225661541306147,2502,2442,1997,2023,3.9076,3.7555,58,33,0.0117957531926696,0.0761904761904762,0.120634920634921,"Egotrip/Méta-rap",0.0285714285714286,0.0444444444444444,0.377777777777778,0.0666666666666667,0.00317460317460317,0.146031746031746,"Egotrip"
-"Niska",3.76359088009133,108,6009,59562,3345,0.0261631750949242,0.0349472013903319,0.748648648648649,0.0611103764852561,0.88877136429267,0.0101406937309023,5319941,2019,0.00960343843390081,2158,1645,2014,2022,3.8849,3.6561,87,131,0.00915012927705584,0.12962962962963,0.0185185185185185," Rap gangsta/Hardcore",0.314814814814815,0.0185185185185185,0.00925925925925926,0.305555555555556,NA,0.00925925925925926," Rap gangsta/Hardcore"
 "Sexion d’Assaut",3.75586854460094,208,15354,193191,4326,0.0261175459234458,0.0389444394172473,0.670636073191984,0.0650619853406931,0.915239322742778,0.00631499396969838,4177745,3014,0.0137325237718113,2142,2174,2002,2022,3.7741,3.8863,51,39,0.0127076313078767,0.0384615384615385,0.120192307692308,"Egotrip/Méta-rap",0.0432692307692308,0.0432692307692308,0.336538461538462,0.0769230769230769,NA,0.153846153846154,"Egotrip"
 "Lomepal",3.85021273211659,109,8308,75447,4029,0.0470359031450042,0.0372251600333983,1.26355140186916,0.0842610631784024,0.952456691452278,0.00645486235370525,3993995,2690,0.0156931355786181,2515,1751,2011,2022,3.8667,3.6503,45,34,0.011451747584397,0.165137614678899,0.403669724770642,"Rap poétique",0.0091743119266055,0.247706422018349,0.0458715596330275,0.0091743119266055,NA,0.055045871559633,"Rap poétique"
 "Bigflo & Oli",3.83212895526911,119,10026,105587,4153,0.0328830889812807,0.0312319719906901,1.05286624203822,0.0641150609719708,0.952181613266785,0.0030117343991211,3876153,2821,0.0147934878346766,2397,2569,2005,2023,3.8791,3.6195,34,29,0.00768086980404785,0.0840336134453782,0.26890756302521,"Rap poétique",0.0168067226890756,0.184873949579832,0.243697478991597,0.00840336134453781,NA,0.0588235294117647,"Rap poétique"
@@ -28,7 +28,7 @@
 "Alonzo",3.82736939540344,171,9118,88588,3799,0.0276958970435132,0.033453332162613,0.827896512935883,0.0611492292061262,0.899930013094324,0.005124847609157,2964474,1699,0.0142570099787782,2267,1882,2000,2023,3.9295,3.7455,46,33,0.00749537183365693,0.128654970760234,0.105263157894737,"Gangsta rap/Moula",0.064327485380117,0.105263157894737,0.0526315789473684,0.309941520467836,NA,0.0409356725146199,"Gangsta"
 "Dinos",3.75872564935065,183,8942,98560,3849,0.0350637623064555,0.0320463405501839,1.09415807560137,0.0671101028566394,0.92132711038961,0.00422077922077922,2836896,3150,0.0152698863636364,2462,1721,2011,2023,3.8154,3.6538,48,20,0.0126318993506494,0.136612021857924,0.316939890710383,"Rap poétique",0.087431693989071,0.169398907103825,0.0765027322404372,0.0819672131147541,NA,0.0218579234972678,"Rap poétique"
 "Kalash",3.68536882168656,95,5358,38623,4163,0.037215735469137,0.0376982212358069,0.987201365187713,0.0749139567049439,0.804934883359656,0.00709421847085933,2836227,1000,0.00916552313388395,2076,1777,2010,2023,3.7303,4.3327,49,65,0.00680941407969345,0.231578947368421,0.0736842105263158,"Rap coquin",0.136842105263158,0.178947368421053,0.0105263157894737,0.0631578947368421,NA,0.0631578947368421,"Rap coquin"
-"Gradur",3.79591836734694,103,6303,56693,3719,0.0238703670687982,0.0368455458489333,0.647849462365591,0.0607159129177314,0.890427389624821,0.0157162259890992,2803911,1545,0.0095249854479389,1969,1608,2013,2023,3.844,3.76836096168624,243,102,0.0137053957278676,0.145631067961165,0.0388349514563107," Rap gangsta/Hardcore",0.330097087378641,0.0485436893203883,0.0388349514563107,0.300970873786408,NA,0.0194174757281553," Rap gangsta/Hardcore"
 "Soolking",3.71589577134614,81,4406,33273,3668,0.0344051220713431,0.0294448744107507,1.16845878136201,0.0638499964820939,0.854326330658492,0.00357647341688456,2791355,904,0.011751269798335,2186,1518,2015,2024,3.8552,4.17789291882556,64,29,0.0125627385567878,0.271604938271605,0.0864197530864197,"Rap coquin",0.0123456790123457,0.209876543209877,NA,0.111111111111111,NA,0.037037037037037,"Rap coquin"
 "Kery James",4.0427698020923,155,10951,110405,4341,0.0366405336502521,0.0407617550652686,0.898894897719257,0.0774022887155207,0.945047778633214,0.000996331687876455,2654252,2038,0.0259861419319777,2247,2074,1999,2023,3.9754,3.8003,8,8,0.00706489742312395,0.0258064516129032,0.329032258064516,"Rap conscient",0.00645161290322581,0.0709677419354839,0.148387096774194,0.0193548387096774,NA,0.335483870967742,"Rap conscient"
 "Lartiste",3.80160544957385,132,7209,62537,3681,0.0369814824735273,0.0342851020517491,1.07864583333333,0.0712665845252763,0.895485872363561,0.00460527367798263,2592368,1201,0.0132881334250124,1950,1742,2010,2023,3.8215,3.6655,41,30,0.00885875561667493,0.234848484848485,0.0984848484848485,"Rap coquin",0.00757575757575758,0.181818181818182,0.0454545454545455,0.159090909090909,NA,0.0303030303030303,"Rap coquin"
@@ -42,12 +42,12 @@
 "S-Crew",3.75503528790147,83,9220,79489,4381,0.0288674757085836,0.0357349245386983,0.807822489657766,0.0646024002472819,0.936091786284895,0.00623985708714413,2262600,1786,0.0153731962913107,2544,2026,2010,2022,3.7318,4.10761883607286,65,36,0.0120142409641586,0.108433734939759,0.192771084337349,"Egotrip/Méta-rap",0.0120481927710843,0.0602409638554217,0.27710843373494,0.120481927710843,NA,0.0843373493975904,"Egotrip"
 "Laylow",3.75472762502759,84,5089,40771,3798,0.0315527412458732,0.032662228716783,0.966031483015741,0.0642149699626563,0.906379534473032,0.00836378798655907,2191336,2049,0.0145446518358637,1972,1824,2014,2021,3.7845,3.901,87,92,0.0110617841112555,0.428571428571429,0.0476190476190476,"Rap coquin",0.0595238095238095,0.166666666666667,0.0119047619047619,0.142857142857143,NA,0.0238095238095238,"Rap coquin"
 "Dosseh",3.75648710239568,171,11196,104438,4646,0.0332246872042898,0.037072863000736,0.896199659671015,0.0702975502050258,0.910683850705682,0.00994848618319003,2186584,2084,0.0149466669220016,2488,2013,2007,2023,3.9342,3.9183227778991,64,83,0.0105804400697064,0.0818713450292398,0.0526315789473684,"Gangsta rap/Moula",0.12280701754386,0.0526315789473684,0.140350877192982,0.198830409356725,NA,0.111111111111111,"Gangsta"
-"MZ",3.77708432263754,88,6627,58964,4048,0.0353742002678173,0.0365087040618956,0.968925114620479,0.0718829043297128,0.911878434298894,0.0124313140221152,2103219,1018,0.0126348280306628,2230,1715,2012,2023,3.7748,3.7178,115,104,0.0154670646496167,0.147727272727273,0.0454545454545455," Rap gangsta/Hardcore",0.25,0.0681818181818182,0.136363636363636,0.204545454545455,NA,0.0340909090909091," Rap gangsta/Hardcore"
-"Ateyaba",3.80285541783571,135,7495,56314,4470,0.0254372019077901,0.0279849985732339,0.908958485069192,0.053422200481024,0.871222076215506,0.0162836949959158,2080402,2527,0.0135845438079341,2163,2126,2009,2024,3.7025,3.7811,188,201,0.0118443015946301,0.0962962962962963,NA," Rap gangsta/Hardcore",0.6,0.0148148148148148,0.0592592592592593,0.103703703703704,0.00740740740740741,0.00740740740740741," Rap gangsta/Hardcore"
 "PLK",3.68836102979163,176,8291,92912,3749,0.0279454970273209,0.0317856894996183,0.879184861717613,0.0597311865269392,0.930493370070604,0.00649001205441708,2056480,2021,0.0105799035646633,2424,1984,2013,2024,3.7217,4.13360762234734,100,57,0.0116454279318064,0.153409090909091,0.0568181818181818,"Gangsta rap/Moula",0.0568181818181818,0.0511363636363636,0.102272727272727,0.403409090909091,NA,0.0284090909090909,"Gangsta"
 "Hugo TSR",3.8236640585983,75,7373,48056,4781,0.0277166054943833,0.0364141919697475,0.76114844227245,0.0641307974641308,0.935471117030132,0.00572249042783419,2031493,1831,0.016626435824871,2417,2318,2005,2023,3.8657,3.8859,81,36,0.0107999001165307,0.0266666666666667,0.213333333333333,"Egotrip/Méta-rap",0.0133333333333333,0.0133333333333333,0.306666666666667,0.0533333333333333,NA,0.173333333333333,"Egotrip"
 "Alpha Wann",3.90456073407831,74,7248,44028,4734,0.0304232140167679,0.0263065414930468,1.15648854961832,0.0567297555098148,0.904833287907695,0.00642772780957572,2025934,2849,0.017579721995094,2769,2542,2011,2020,3.9677,3.9184,71,64,0.0146270555101299,0.0810810810810811,0.0135135135135135,"Egotrip/Méta-rap",0.202702702702703,0.0135135135135135,0.418918918918919,0.148648648648649,NA,NA,"Egotrip"
-"Kalash Criminel",3.84269199009083,85,5512,46018,3702,0.0360594613158024,0.0488642496197812,0.737951807228916,0.0849237109355836,0.885870746229736,0.00819244643400409,2001749,1364,0.0158633578165066,2070,1892,2015,2024,3.956,3.5893,78,74,0.0106697379286366,0.0705882352941176,0.0235294117647059," Rap gangsta/Hardcore",0.188235294117647,0.0352941176470588,0.152941176470588,0.0705882352941176,NA,0.129411764705882," Rap gangsta/Hardcore"
 "Koba LaD",3.56566690723553,113,5162,59581,2971,0.0261694767915678,0.0298821015267037,0.875757575757576,0.0560515783182715,0.926755173629177,0.0088451016263574,1858363,1432,0.0101878115506621,1771,1688,2017,2024,3.6179,3.8805,71,73,0.00657927862909317,0.106194690265487,0.0353982300884956,"Gangsta rap/Moula",NA,0.0353982300884956,NA,0.63716814159292,NA,NA,"Gangsta"
 "Sneazzy",3.78092329986544,91,7417,57966,4292,0.0315546289513721,0.0314419338479743,1.00358422939068,0.0629965627993464,0.918486699099472,0.00664182451782079,1724744,1565,0.0128868647137977,2550,1595,2010,2022,3.8448,3.7957,90,31,0.0142152296173619,0.142857142857143,0.0659340659340659,"Gangsta rap/Moula",0.0879120879120879,0.153846153846154,0.175824175824176,0.252747252747253,NA,0.032967032967033,"Gangsta"
 "Lorenzo",3.87666376228104,113,4472,33283,3697,0.0346877131443048,0.0282568449771022,1.22758620689655,0.062944558121407,0.925066850944927,0.00988492623862032,1724666,1583,0.0157738184658835,2159,1649,2016,2022,3.7747,3.8859,216,41,0.0150226842532224,0.247787610619469,0.0619469026548673,"Rap coquin",0.00884955752212389,0.0530973451327434,0.0530973451327434,0.20353982300885,NA,0.0176991150442478,"Rap coquin"
@@ -91,7 +91,7 @@
 "MC Solaar",4.04080936128718,152,9919,61530,5436,0.0338258164852255,0.0270217729393468,1.25179856115108,0.0608475894245723,0.919616447261498,0.00113765642775882,861644,1636,0.0267186738176499,2472,2738,1990,2024,4.0725,3.66074950690335,10,10,0.00820737851454575,0.118421052631579,0.171052631578947,"Egotrip/Méta-rap",0.0131578947368421,0.0526315789473684,0.184210526315789,0.0197368421052632,NA,0.0921052631578947,"Egotrip"
 "Heuss L’enfoiré",3.80071902654867,38,3181,18080,NA,0.0243307480610458,0.0298974230673005,0.813807531380753,0.0542281711283463,0.88429203539823,0.00868362831858407,833739,368,0.0183628318584071,2085,2037,2015,2024,3.7759,3.8478,99,74,0.00967920353982301,0.0789473684210526,NA,"Gangsta rap/Moula",0.0263157894736842,0.105263157894737,NA,0.631578947368421,NA,0.0263157894736842,"Gangsta"
 "Sinik",3.90631702301722,202,12449,135681,4284,0.0335959890980937,0.0437013377482409,0.768763402430307,0.0772973268463347,0.943765155032761,0.00549819060885459,833531,1433,0.0165609038848475,2260,2173,2000,2022,3.9716,3.7593,64,42,0.0082178049984891,0.0495049504950495,0.242574257425743,"Rap conscient",0.0198019801980198,0.0693069306930693,0.198019801980198,0.0297029702970297,NA,0.301980198019802,"Rap conscient"
-"Luv Resval",3.83631640054718,173,8599,86991,4025,0.0256328630367239,0.0264732847756329,0.968253968253968,0.0521061478123567,0.90276005563794,0.0102194479888724,752168,1654,0.0102654297571013,2039,2020,2014,2023,3.8651,3.9337,200,19,0.0181627984504144,0.179190751445087,0.0751445086705202," Rap gangsta/Hardcore",0.294797687861272,0.0578034682080925,0.0404624277456647,0.190751445086705,NA,NA," Rap gangsta/Hardcore"
 "L’Entourage",3.88980441868888,37,6484,44176,4785,0.0303682911484296,0.0381841939698979,0.79531051964512,0.0685524851183274,0.935485331401666,0.00756066642520826,743257,697,0.0207126041289388,2655,2645,2011,2014,3.8663,3.7634,80,75,0.0102318000724375,0.108108108108108,0.189189189189189,"Egotrip/Méta-rap",NA,0.027027027027027,0.324324324324324,0.189189189189189,NA,0.027027027027027,"Egotrip"
 "Diam’s",3.71747858478396,101,6888,68993,3587,0.0360217489805165,0.0373961637214922,0.963247172859451,0.0734179127020088,0.959662574464076,0.00439174988766976,739625,637,0.013189743887061,2007,1918,1998,2022,3.817,3.74304,107,25,0.00845013262215007,0.118811881188119,0.356435643564356,"Rap poétique",NA,0.148514851485149,0.108910891089109,NA,NA,0.168316831683168,"Rap poétique"
 "Davodka",3.89046168913646,102,8572,65347,4875,0.0285240356469134,0.0404930722695635,0.704417670682731,0.069017107916477,0.941007238281788,0.00468269392627052,731980,1196,0.0175677536841783,2428,2563,2009,2023,3.6965,3.6162,45,39,0.0085849388648293,0.0490196078431373,0.333333333333333,"Rap poétique",NA,0.0196078431372549,0.215686274509804,0.00980392156862745,NA,0.215686274509804,"Rap poétique"
@@ -118,7 +118,7 @@
 "OBOY",3.66389121545056,51,2732,20297,NA,0.027265659706797,0.0305419813416259,0.892727272727273,0.0578076410484229,0.887224713011775,0.0087205005665862,545817,551,0.00891757402571809,1654,1620,2015,2023,3.6459,3.7038,124,49,0.0111839188057348,0.313725490196078,NA,"Rap coquin",0.215686274509804,0.0980392156862745,NA,0.294117647058824,NA,NA,"Rap coquin"
 "Therapie TAXI",3.83965287049399,76,2472,29960,2280,0.051623091770486,0.0476925776452009,1.08241353936718,0.099315669415687,0.951101468624833,0.00544058744993324,544118,545,0.0132510013351135,1310,1309,2016,2021,3.83,3.4958,57,64,0.00751001335113485,0.210526315789474,0.105263157894737,"Chansons d'amour",NA,0.618421052631579,NA,NA,NA,NA,"Chansons d'amour"
 "Naza",3.64543607216897,106,4486,48719,3006,0.0272108843537415,0.0321645436698169,0.845990063875089,0.0593754280235584,0.899156386625341,0.00736878835772491,528772,722,0.00950347913545023,1499,1441,2016,2024,3.7197,3.7394,73,29,0.00970873786407767,0.273584905660377,NA,"Rap coquin",0.113207547169811,0.150943396226415,0.0188679245283019,0.226415094339623,NA,NA,"Rap coquin"
-"Gazo",3.598078118277,36,2501,20917,NA,0.0235668091636523,0.0332675654938069,0.70840197693575,0.0568343746574592,0.872304823827509,0.00678873643447913,520539,397,0.0078405125017928,1541,1385,2017,2023,3.6268,3.85054466230937,49,82,0.00951379260888273,0.0833333333333333,NA," Rap gangsta/Hardcore",0.388888888888889,0.0833333333333333,NA,0.277777777777778,NA,NA," Rap gangsta/Hardcore"
 "Suprême NTM",3.97124175606442,63,4933,35329,4098,0.0373230759984374,0.032875559695886,1.13528336380256,0.0701986356943234,0.94191740496476,0.00515157519318407,506316,649,0.024257691981092,2459,1921,1990,2001,4.301,3.9057,40,81,0.00690650740185117,0.0317460317460317,0.111111111111111,"Egotrip/Méta-rap",NA,0.0158730158730159,0.365079365079365,0.0158730158730159,0.0158730158730159,0.26984126984127,"Egotrip"
 "Zkr",3.66848416096413,102,8653,81981,4155,0.0324877038571059,0.0329148330313228,0.987023200943767,0.0654025368884287,0.942413486051646,0.00509874239152975,505233,589,0.0128810334101804,2088,2110,2018,2024,3.6256,3.98536139066789,58,49,0.0109903514228907,0.117647058823529,0.0686274509803922,"Gangsta rap/Moula",0.0588235294117647,0.0882352941176471,0.0490196078431373,0.186274509803922,NA,0.0686274509803922,"Gangsta"
 "4Keus",3.69795826536926,59,4171,35558,3368,0.0253437750508725,0.0293210828143306,0.864353312302839,0.0546648578652032,0.912143540131616,0.00624332077169695,502971,470,0.00936498115754542,1841,1796,2017,2021,3.69,3.6293080416778,60,57,0.00894313515945779,0.152542372881356,0.0508474576271186,"Gangsta rap/Moula",0.0847457627118644,0.0508474576271186,NA,0.389830508474576,NA,0.0338983050847458,"Gangsta"
@@ -138,7 +138,7 @@
 "Akhenaton",4.11620874373596,163,14715,104166,5678,0.0334492465640007,0.0381789203510515,0.876118189211168,0.0716281669150522,0.927596336616554,0.00432002764817695,394884,1304,0.0241633546454697,2761,2877,1995,2022,4.1115,4.1002,38,45,0.00726724651037767,0.0306748466257669,0.349693251533742,"Rap poétique",0.00613496932515337,0.0306748466257669,0.257668711656442,NA,NA,0.208588957055215,"Rap poétique"
 "Furax Barbarossa",3.85706071910894,129,10137,74787,5161,0.0284721538396613,0.0390366733720652,0.729369369369369,0.0675088272117265,0.950526160963804,0.00538863706259109,383047,1099,0.0154839744875446,2536,2638,2004,2023,3.8018,4.0004,73,43,0.00704667923569604,0.0387596899224806,0.271317829457364,"Rap poétique",NA,0.0465116279069767,0.131782945736434,0.10077519379845,NA,0.170542635658915,"Rap poétique"
 "Dry",3.84826353421859,64,5691,39160,4063,0.0290572711195756,0.0377091552169773,0.77056277056277,0.0667664263365528,0.938585291113381,0.00441777323799796,382445,443,0.0165474974463739,2232,2167,2008,2021,3.8078,3.70070648683365,27,52,0.0112870275791624,0.046875,0.25,"Rap poétique",0.015625,0.109375,0.15625,0.140625,NA,0.125,"Rap poétique"
-"Siboy",3.80731694309637,45,2868,18751,NA,0.0348573752396445,0.0445593446813455,0.782268578878748,0.07941671992099,0.917977707855581,0.0194122980107728,381966,650,0.0153058503546478,1998,1692,2014,2019,3.8207,4.55629139072848,216,173,0.0122660124793344,0.177777777777778,NA," Rap gangsta/Hardcore",0.488888888888889,0.0222222222222222,0.0888888888888889,0.0222222222222222,NA,NA," Rap gangsta/Hardcore"
 "SDM",3.57536046139058,54,3540,31210,3042,0.0221470535873242,0.0253516111803454,0.873595505617977,0.0474986647676696,0.899871835950016,0.00650432553668696,378053,392,0.00695289971163089,1805,1606,2014,2023,3.6055,3.9564,91,53,0.00865107337391862,0.185185185185185,0.0925925925925926,"Gangsta rap/Moula",0.203703703703704,0.0185185185185185,NA,0.37037037037037,NA,NA,"Gangsta"
 "Lujipeka",3.66839471320416,88,4745,38965,3501,0.0332833991556584,0.0389486585864088,0.854545454545454,0.0722320577420673,0.94225587065315,0.00395226485307327,368008,1191,0.0108045682022328,1749,1999,2014,2023,3.6489,3.6964,39,32,0.00977800590273322,0.215909090909091,0.306818181818182,"Chansons d'amour",NA,0.352272727272727,NA,0.0454545454545455,NA,0.0113636363636364,"Chansons d'amour"
 "Shurik’n",4.00319622012229,66,6131,35980,4852,0.0355365204306054,0.0393274684569973,0.903605592347314,0.0748639888876027,0.960422456920511,0.00233463035019455,366453,484,0.0192051139521957,2637,2505,1997,2016,4.1416,4.20339912280702,33,13,0.00730961645358533,NA,0.454545454545455,"Rap poétique",NA,0.0606060606060606,0.151515151515152,NA,0.0151515151515152,0.196969696969697,"Rap poétique"
@@ -146,7 +146,7 @@
 "Franglish",3.6169028340081,91,3608,43472,2641,0.0373988782921093,0.0266987154635445,1.40077444336883,0.0640975937556538,0.890021163047479,0.00457765918292234,334927,437,0.00846521899153478,1447,1132,2013,2024,3.5701,3.8586,92,11,0.00878726536621273,0.230769230769231,0.043956043956044,"Chansons d'amour",0.0659340659340659,0.516483516483517,0.010989010989011,0.0549450549450549,NA,NA,"Chansons d'amour"
 "Fonky Family",3.87268284168267,69,7084,57290,4322,0.0408326953224689,0.043184221079879,0.945546644153651,0.0840169164023479,0.957549310525397,0.0073311223599232,334424,599,0.0166870308954442,2510,2050,1996,2006,4.0328,3.916,95,62,0.00745330773258858,0.0434782608695652,0.188405797101449,"Rap conscient",0.0144927536231884,NA,0.246376811594203,0.0434782608695652,NA,0.260869565217391,"Rap conscient"
 "Klub des Loosers",3.96524131032758,81,5442,39990,3994,0.0421537827676778,0.0317762785188237,1.32658022690438,0.0739300612865015,0.971092773193298,0.00247561890472618,329195,877,0.023330832708177,2318,2118,2002,2022,3.9954,4.2389,16,39,0.00747686921730433,0.111111111111111,0.493827160493827,"Rap poétique",NA,0.222222222222222,0.037037037037037,0.0123456790123457,NA,0.0493827160493827,"Rap poétique"
-"Benash",3.85581143647405,37,2639,16631,NA,0.0316300086384477,0.0444547810485747,0.711509715994021,0.0760847896870224,0.904876435572124,0.0128675365281703,328920,371,0.0135289519571884,1896,1753,2013,2023,3.8702,3.67320927861331,181,100,0.00655402561481571,0.135135135135135,0.135135135135135," Rap gangsta/Hardcore",0.189189189189189,0.162162162162162,NA,0.189189189189189,NA,0.027027027027027," Rap gangsta/Hardcore"
 "Set&Match",3.84915596934217,39,4192,21267,NA,0.0376977108494618,0.031886401536207,1.18225039619651,0.0695841123856688,0.930502656698171,0.00865190200780552,321043,328,0.0160342314383787,2315,2314,2010,2015,NA,3.9172,77,77,0.00874594442093384,0.230769230769231,0.0769230769230769,"Egotrip/Méta-rap",0.102564102564103,0.102564102564103,0.230769230769231,0.102564102564103,NA,0.0256410256410256,"Egotrip"
 "Ridsa",3.72861052211892,115,4711,55179,2801,0.0395036967122857,0.0349417964448639,1.13055711873945,0.0744454931571496,0.921654977437068,0.00065242211710977,319990,334,0.0120516863299444,1719,1298,2010,2023,3.7239,3.7224,12,1,0.00686855506623897,0.260869565217391,0.0782608695652174,"Chansons d'amour",NA,0.617391304347826,0.00869565217391304,0.0173913043478261,NA,NA,"Chansons d'amour"
 "Bosh",3.87927631578947,60,4262,30400,3735,0.0309579002467659,0.0299484034995887,1.03370786516854,0.0609063037463546,0.879802631578947,0.0075328947368421,319734,450,0.0177631578947368,2174,1733,2015,2022,3.9397,3.6846,84,80,0.00924342105263158,0.15,NA,"Gangsta rap/Moula",0.133333333333333,0.05,NA,0.45,NA,0.0166666666666667,"Gangsta"
@@ -196,7 +196,7 @@
 "47ter",3.76173732031843,76,3957,35549,3204,0.0366239638281839,0.027852298417483,1.31493506493506,0.0644762622456669,0.933218937241554,0.00340375256687952,162131,564,0.0128554952319334,1901,1446,2016,2023,3.7141,3.7665,61,14,0.00784832203437509,0.0657894736842105,0.263157894736842,"Chansons d'amour",0.0131578947368421,0.473684210526316,0.105263157894737,NA,NA,0.0131578947368421,"Chansons d'amour"
 "Yaro",3.7479507634948,75,4593,36477,3623,0.0241972582574294,0.0277547765817156,0.87182320441989,0.051952034839145,0.893905748828029,0.0067165611207062,161846,371,0.0106368396523837,2067,1832,2013,2023,3.8764,3.6915,54,29,0.0106916687227568,0.24,0.12,"Gangsta rap/Moula",0.0533333333333333,0.0666666666666667,0.0133333333333333,0.386666666666667,NA,NA,"Gangsta"
 "GLK",3.75647866487142,129,6208,60159,3641,0.0287905756280162,0.035800135787291,0.804202972834444,0.0645907114153073,0.90588274406157,0.00452135175119267,161110,656,0.0114363603118403,2181,1724,2014,2024,3.9503,4.27848101265823,79,26,0.00807859173191044,0.170542635658915,0.062015503875969,"Gangsta rap/Moula",0.0310077519379845,0.0542635658914729,0.0155038759689922,0.426356589147287,NA,0.00775193798449612,"Gangsta"
-"667",3.98913316057845,17,2836,11963,NA,0.0227968025263989,0.0326655482088227,0.697885196374622,0.0554623507352216,0.847028337373569,0.0331856557719636,160032,233,0.0144612555379086,2429,2526,2014,2023,4.0289,3.8098,370,307,0.0251609128145114,NA,NA," Rap gangsta/Hardcore",1,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "D. Ace",3.77743648576134,111,6673,54043,3851,0.0352103027812029,0.0293973734171021,1.19773635153129,0.064607676198305,0.945413837129693,0.00297910922783709,151211,606,0.0171160002220454,2400,2060,2016,2024,3.8489,3.6024,40,35,0.0116388801509909,0.126126126126126,0.135135135135135,"Egotrip/Méta-rap",0.018018018018018,0.126126126126126,0.261261261261261,0.018018018018018,NA,0.0900900900900901,"Egotrip"
 "Taïpan",3.87683559677597,78,5836,36228,4548,0.0427883499651891,0.0294731956370388,1.45177165354331,0.0722615456022279,0.951529203930661,0.00618306282433477,146254,453,0.0184939825549299,2536,2049,2009,2018,3.9268,4.0242,54,42,0.0120900960582975,0.141025641025641,0.17948717948718,"Rap poétique",NA,0.0769230769230769,0.115384615384615,0.0512820512820513,NA,0.153846153846154,"Rap poétique"
 "Spider ZED",3.6951287793953,59,2831,25004,2831,0.0484798000832986,0.0377342773844232,1.28476821192053,0.0862140774677218,0.960246360582307,0.00491921292593185,145736,586,0.0150775875859862,1687,1496,2015,2024,3.7765,3.98552548772813,63,33,0.0139577667573188,0.0847457627118644,0.440677966101695,"Rap poétique",NA,0.423728813559322,NA,NA,NA,NA,"Rap poétique"
@@ -212,7 +212,7 @@
 "Canardo",3.75059788179023,110,5407,52686,3463,0.032250097758752,0.0338142377904464,0.953743152769324,0.0660643355491984,0.922237406521657,0.00658618987966443,124956,417,0.0123182629161447,1973,1627,2010,2018,3.7984,3.7261,110,42,0.0105151273583115,0.145454545454545,0.245454545454545,"Rap poétique",0.0636363636363636,0.145454545454545,0.127272727272727,0.109090909090909,NA,0.0545454545454545,"Rap poétique"
 "Vin’s",3.80937780436733,92,6877,53488,4190,0.0339265519909529,0.0387476935896673,0.875576036866359,0.0726742455806202,0.942323511815734,0.00547786419383787,124641,340,0.0158166317678732,2060,2262,2013,2023,3.6908,3.7065,54,59,0.0083757104397248,0.108695652173913,0.293478260869565,"Rap poétique",NA,0.0869565217391304,0.152173913043478,0.0652173913043478,NA,0.173913043478261,"Rap poétique"
 "Scred Connexion",4.03518987919892,66,6844,43791,4609,0.0334271639690359,0.0390067356992058,0.856958762886598,0.0724338996682417,0.908588522755817,0.00296864652554178,120188,336,0.0247539448745176,2139,2486,1998,2020,3.902,3.7478,14,24,0.0120572720422005,0.0757575757575758,0.212121212121212,"Rap conscient",NA,0.0151515151515152,0.136363636363636,0.0606060606060606,NA,0.272727272727273,"Rap conscient"
-"Zuukou Mayzie",3.91881040892193,75,3550,26900,3339,0.0410608099309866,0.0292981466209471,1.40148148148148,0.0703589565519337,0.856468401486989,0.00869888475836431,120145,622,0.0156877323420074,1798,1765,2014,2022,3.9635,3.80675469781615,125,49,0.0217100371747212,0.226666666666667,0.0533333333333333," Rap gangsta/Hardcore",0.226666666666667,0.213333333333333,0.0133333333333333,0.0533333333333333,NA,NA," Rap gangsta/Hardcore"
 "X-Men",3.84651198882595,38,4846,25774,4726,0.0300327705645663,0.0337661260214875,0.88943488943489,0.0637988965860538,0.93532241794056,0.00756576394816482,119118,285,0.0160239000543183,2641,2620,1996,2022,3.8485,3.9691,56,82,0.0128811981066191,0.0526315789473684,0.0526315789473684,"Egotrip/Méta-rap",NA,NA,0.473684210526316,0.0789473684210526,NA,0.184210526315789,"Egotrip"
 "Swagg Man",3.7992213570634,24,1762,10788,NA,0.0304504123493339,0.0337280609008247,0.90282131661442,0.0641784732501586,0.876714868372266,0.00565443084909158,118349,188,0.0153874675565443,1469,1468,2013,2018,NA,3.7585,48,48,0.00630329996292176,0.375,0.0416666666666667,"Rap coquin",0.0416666666666667,NA,NA,0.291666666666667,NA,NA,"Rap coquin"
 "High Five Crew",3.84869616173454,26,4004,17065,NA,0.0302577754691254,0.0393480942795922,0.768976897689769,0.0696058697487176,0.902490477585702,0.0060357456782889,118261,270,0.0170524465279812,2945,2478,2012,2017,3.8341,3.7692,80,48,0.0094345150893642,0.0769230769230769,0.346153846153846,"Egotrip/Méta-rap",NA,0.0384615384615385,0.346153846153846,NA,NA,NA,"Egotrip"
@@ -221,7 +221,7 @@
 "Salif",3.87572692402871,100,8327,64656,4518,0.0272287952007999,0.0381603066155641,0.71353711790393,0.0653891018163639,0.928142786439,0.00875402128186093,113450,586,0.0163789903489235,2263,2138,2000,2010,3.9548,3.8588,77,60,0.01212571145756,0.04,0.1,"Egotrip/Méta-rap",0.06,0.01,0.27,0.18,NA,0.17,"Egotrip"
 "L’Animalerie",3.85100173528948,23,5619,25356,5553,0.0298881282350977,0.0358574052429454,0.833527357392317,0.0657455334780431,0.944786243887048,0.00666508913077773,112791,229,0.0191670610506389,2834,2915,2010,2018,3.8333,3.7212,64,66,0.0139217542199085,NA,0.0434782608695652,"Egotrip/Méta-rap",NA,NA,0.739130434782609,NA,NA,0.130434782608696,"Egotrip"
 "Zikxo",3.79734896051346,98,7860,71670,4294,0.0293800539083558,0.0320455226115604,0.916822429906542,0.0614255765199161,0.931770615320218,0.00640435328589368,108275,609,0.0137295939723734,2453,2159,2017,2022,3.7211,3.7682119205298,84,69,0.00659969303753314,0.0612244897959184,0.173469387755102,"Gangsta rap/Moula",0.0102040816326531,0.0306122448979592,0.244897959183673,0.336734693877551,NA,0.0408163265306122,"Gangsta"
-"Alpha 5.20",3.96114491686369,116,6665,51602,4252,0.0239774633349103,0.0373317276676272,0.642281105990783,0.0613091910025375,0.901166621448781,0.0143792876245107,108230,574,0.0186426882678966,2182,2240,2003,2018,3.8987,3.67370046320124,115,183,0.0114530444556413,NA,0.0172413793103448," Rap gangsta/Hardcore",0.612068965517241,NA,0.0862068965517241,0.0172413793103448,NA,0.129310344827586," Rap gangsta/Hardcore"
 "Senamo",3.65294695124168,49,4059,27503,3806,0.0314379442318207,0.0447941888619855,0.701830863121186,0.0762321330938061,0.931025706286587,0.00719921463113115,103571,321,0.0114532960040723,2482,1461,2011,2022,3.7813,3.9599,53,86,0.00785368868850671,0.122448979591837,0.326530612244898,"Rap poétique",NA,0.0816326530612245,0.102040816326531,0.0816326530612245,NA,0.0204081632653061,"Rap poétique"
 "R.E.D.K.",3.87666257786757,65,6547,41577,4774,0.0322955919172504,0.0397562024228017,0.81234096692112,0.0720517943400521,0.951030617889699,0.00404069557688145,102796,439,0.0194097698246627,2561,2402,2012,2023,3.9399,4.113,38,38,0.00690285494383914,0.0615384615384615,0.0615384615384615,"Egotrip/Méta-rap",NA,0.0153846153846154,0.446153846153846,0.0307692307692308,NA,0.215384615384615,"Egotrip"
 "Doums",3.68624232476138,34,2796,16449,NA,0.0230835946360664,0.0210821268930549,1.09493670886076,0.0441657215291214,0.911240804912153,0.00522828135448963,102552,359,0.0123411757553651,1913,1874,2011,2022,3.6809,3.9040706847586,57,38,0.0125843516323181,0.205882352941176,0.0294117647058824,"Gangsta rap/Moula",0.147058823529412,0.0588235294117647,0.0588235294117647,0.205882352941176,NA,0.0294117647058824,"Gangsta"
@@ -233,7 +233,7 @@
 "Darryl Zeuja",3.67560592459605,41,2698,17824,NA,0.0331109909260261,0.0225347034433027,1.46933333333333,0.0556456943693288,0.93362881508079,0.00342235188509874,90850,314,0.0133527827648115,2253,1161,2009,2021,3.7592,4.1249,48,17,0.00757405745062837,0.219512195121951,0.170731707317073,"Rap coquin",NA,0.146341463414634,0.170731707317073,0.0975609756097561,NA,NA,"Rap coquin"
 "Don Choa",3.89840629572508,39,4220,25287,4197,0.0352336370475633,0.0494859149042882,0.711993243243243,0.0847195519518515,0.946177877961008,0.0082651164630047,86420,217,0.0172025151263495,2333,2047,2002,2017,3.8896,3.8855,76,123,0.00794874836872701,0.0769230769230769,0.230769230769231,"Rap conscient",0.0256410256410256,0.0769230769230769,0.17948717948718,0.102564102564103,NA,0.230769230769231,"Rap conscient"
 "Lacraps",3.81377668120266,124,8753,69712,4565,0.0331651045421774,0.0436269922839743,0.760196905766526,0.0767920968261517,0.935118774386045,0.0063977507459261,86376,742,0.0149902455818224,2461,2140,2013,2022,3.7318,3.7437,47,112,0.00796132660087216,0.0161290322580645,0.314516129032258,"Rap poétique",NA,0.00806451612903226,0.233870967741935,0.0241935483870968,NA,0.225806451612903,"Rap poétique"
-"Black Kent",3.69019759118769,121,7936,69993,4249,0.0286014754855877,0.022466897178094,1.27304964539007,0.0510683726636817,0.896646807537897,0.00551483719800551,84912,527,0.00991527724200992,2327,2088,2009,2017,3.6524,4.14354380598645,60,25,0.0122297944080122,0.107438016528926,0.115702479338843," Rap gangsta/Hardcore",0.247933884297521,0.0413223140495868,0.12396694214876,0.0578512396694215,0.00826446280991736,0.0578512396694215," Rap gangsta/Hardcore"
 "Fixpen Sill",3.95749771493091,60,6390,37198,4908,0.0345960024913652,0.0360964837778155,0.95843137254902,0.0706924862691807,0.949567181031238,0.00368299370933921,83591,474,0.0195978278402065,2838,2134,2011,2019,3.9862,4.0326,49,31,0.00844131404914243,0.0666666666666667,0.35,"Rap poétique",0.0333333333333333,0.0333333333333333,0.183333333333333,0.1,NA,0.0333333333333333,"Rap poétique"
 "Fayçal",4.5627857120338,62,7951,31719,6775,0.0351212193541787,0.0450779145497323,0.779122541603631,0.0801991339039111,0.924587786500205,0.00113496642390996,83334,567,0.0474794287335666,3436,3252,2006,2021,4.8267,4.1045,9,11,0.00501276837226899,0.0161290322580645,0.758064516129032,"Rap poétique",NA,NA,0.0806451612903226,NA,NA,0.0806451612903226,"Rap poétique"
 "Dibson",3.74593310619511,64,5752,41678,4098,0.0292758089368259,0.0373717061450471,0.783368273934312,0.066647515081873,0.918734104323624,0.0044147991746245,81321,220,0.0114208935169634,2264,2232,2013,2022,3.7281,3.939,56,38,0.0101012524593311,0.21875,0.25,"Rap poétique",0.046875,0.15625,0.03125,0.140625,NA,0.078125,"Rap poétique"
@@ -250,7 +250,7 @@
 "Lala &ce",3.69150147016978,66,3324,21086,NA,0.0252096079764333,0.0240199410831634,1.04952830188679,0.0492295490595966,0.837143128141895,0.0124253058901641,61463,481,0.00644977710329128,2048,1844,2015,2024,3.6691,3.45335515548282,129,118,0.0149862467988239,0.515151515151515,0.0151515151515152,"Rap coquin",0.151515151515152,0.136363636363636,0.0303030303030303,0.0606060606060606,NA,NA,"Rap coquin"
 "ISK",3.72832977007614,83,6252,53322,3964,0.0293980306567861,0.0340066998274287,0.864477611940298,0.0634047304842148,0.923727542102697,0.0020441843891827,60707,444,0.013221559581411,1767,2201,2018,2023,3.7474,3.522,13,21,0.00950827050748284,0.108433734939759,0.0963855421686747,"Gangsta rap/Moula",0.0120481927710843,0.036144578313253,0.072289156626506,0.289156626506024,NA,0.0602409638554217,"Gangsta"
 "So La Lune",3.54182738458853,121,5263,57295,3211,0.0271240674939073,0.0309006008966941,0.877784467188441,0.0580246683906015,0.938179596823458,0.00401431189458068,57836,1077,0.00628327079151758,1668,1708,2019,2023,3.5112,4.05355191256831,49,21,0.00951217383715857,0.148760330578512,0.223140495867769,"Chansons d'amour",0.00826446280991736,0.380165289256198,0.0165289256198347,0.0578512396694215,NA,0.0165289256198347,"Chansons d'amour"
-"Jorrdee",3.7138218189224,243,7866,88382,3365,0.0336671482089077,0.0340711539874146,0.988142292490119,0.0677383021963223,0.924192708922631,0.018420040279695,57205,1246,0.0114729243511122,1896,1755,2011,2022,3.8242,4.046875,248,93,0.0173451607793442,0.267489711934156,0.0452674897119342," Rap gangsta/Hardcore",0.271604938271605,0.111111111111111,0.0205761316872428,0.131687242798354,NA,0.00411522633744856," Rap gangsta/Hardcore"
 "Orties",3.96054646095866,24,1955,8491,NA,0.0394702674629966,0.028434172942093,1.38812785388128,0.0679044404050896,0.907078082675774,0.00329760923330585,55668,136,0.0140148392415499,1495,1494,2010,2016,NA,4.05759162303665,18,18,0.0061241314332823,0.333333333333333,0.166666666666667,"Chansons d'amour",NA,0.333333333333333,NA,0.0416666666666667,NA,NA,"Chansons d'amour"
 "Roshi",3.7308624077218,93,6091,52423,3795,0.032746553552492,0.036542948038176,0.89611143354614,0.0692895015906681,0.899414379184709,0.00713427312439197,55595,704,0.00843141369246323,1963,1936,2016,2023,3.7662,3.99216837983358,102,26,0.0166720714190336,0.10752688172043,0.0752688172043011,"Gangsta rap/Moula",0.10752688172043,0.032258064516129,0.021505376344086,0.462365591397849,NA,0.010752688172043,"Gangsta"
 "Lesram",3.64311823181772,46,4459,29273,4076,0.0248901903367496,0.0287335285505124,0.86624203821656,0.0536237188872621,0.933283230280463,0.00546578758582995,54343,378,0.00994090117172821,2188,2039,2011,2024,3.6592,3.8046,40,59,0.0170122638608957,0.0869565217391304,0.0217391304347826,"Gangsta rap/Moula",NA,NA,NA,0.695652173913043,NA,NA,"Gangsta"
@@ -277,8 +277,8 @@
 "Limsa d’Aulnay",3.73396391662288,51,4660,28545,4200,0.0339106166609321,0.0356309974385442,0.951716738197425,0.0695416140994762,0.916342616920652,0.00602557365563146,40976,344,0.0134874759152216,2585,1845,2013,2023,3.7897,3.6602,98,25,0.0142231564196882,0.137254901960784,0.0980392156862745,"Egotrip/Méta-rap",0.0392156862745098,0.0196078431372549,0.294117647058824,0.0980392156862745,NA,0.0196078431372549,"Egotrip"
 "Busta Flex",3.74859164897381,127,8078,70650,3978,0.0328645817093324,0.0322253749493312,1.01983551040155,0.0650899566586636,0.907883934890304,0.006482661004954,40669,424,0.0144656758669498,2247,2153,1998,2021,3.6913,3.9795,51,85,0.0154140127388535,0.110236220472441,0.0708661417322835,"Egotrip/Méta-rap",0.0866141732283465,0.0078740157480315,0.503937007874016,0.047244094488189,NA,0.031496062992126,"Egotrip"
 "Kerchak",3.57159187406101,52,3588,30618,3147,0.0241278002203452,0.032427469702534,0.7440543601359,0.0565552699228792,0.889346136259716,0.00842641583382324,40605,262,0.00973283689333072,1781,1850,2021,2024,3.4787,3.46153846153846,89,82,0.00934091057547848,0.0769230769230769,NA,"Gangsta rap/Moula",0.0192307692307692,NA,NA,0.596153846153846,NA,NA,"Gangsta"
-"3010",3.78676456655613,219,10576,105550,4234,0.0286077361765435,0.0279568559385073,1.02328159645233,0.0565645921150508,0.917025106584557,0.0103079109426812,40554,856,0.0145239223117006,2145,2002,2009,2022,3.7848,3.9967,51,58,0.0106774040738986,0.155251141552511,0.132420091324201," Rap gangsta/Hardcore",0.178082191780822,0.0502283105022831,0.105022831050228,0.123287671232877,NA,0.0228310502283105," Rap gangsta/Hardcore"
-"Benjamin Epps",3.83645735707591,38,3830,21340,NA,0.0287627453964389,0.0317049662659159,0.9072,0.0604677116623548,0.923758200562324,0.0118088097469541,39771,366,0.0164948453608247,2184,2254,2020,2024,3.8364,3.5658,142,106,0.0104967197750703,NA,0.131578947368421," Rap gangsta/Hardcore",0.552631578947368,0.0263157894736842,0.0789473684210526,0.105263157894737,NA,0.0526315789473684," Rap gangsta/Hardcore"
 "Kohndo",4.05165289256198,69,5928,35332,4896,0.0338807785888078,0.0403284671532847,0.840120663650075,0.0742092457420925,0.930601154760557,0.00251896297973508,38701,241,0.0200101890637383,2588,2098,2003,2022,4.2116,3.8174,34,6,0.00868900713234462,0.0434782608695652,0.36231884057971,"Rap poétique",NA,0.0869565217391304,0.130434782608696,0.0434782608695652,NA,0.217391304347826,"Rap poétique"
 "Nick Conrad",3.98536139066789,17,2142,8744,NA,0.0406473466315393,0.0396437084431063,1.0253164556962,0.0802910550746456,0.911596523330284,0.00457456541628545,38539,79,0.0273330283623056,1587,1586,2018,2021,NA,3.8219,27,27,0.00583257090576395,0.0588235294117647,0.0588235294117647,"Rap conscient",0.176470588235294,0.0588235294117647,0.0588235294117647,0.0588235294117647,NA,0.352941176470588,"Rap conscient"
 "JeanJass",3.80497272345783,43,3247,19064,NA,0.0466498458088029,0.0289879450518643,1.60928433268859,0.0756377908606672,0.935532941670164,0.0086550566512799,38146,499,0.0114876206462442,2126,2170,2014,2022,3.8246,3.59370314842579,91,86,0.0152119177507344,0.255813953488372,0.209302325581395,"Rap coquin",NA,0.0697674418604651,0.0697674418604651,0.0930232558139535,NA,0.0465116279069767,"Rap coquin"
@@ -293,7 +293,7 @@
 "Veazy",3.62304483837331,11,877,3836,NA,0.0299265951439864,0.0352907961603614,0.848,0.0652173913043478,0.923357664233577,0.00651720542231491,34231,38,0.00573514077163712,878,877,2014,2015,NA,3.6772,23,23,0.016162669447341,0.272727272727273,0.0909090909090909,"Gangsta rap/Moula",0.0909090909090909,NA,NA,0.363636363636364,NA,NA,"Gangsta"
 "Beendo Z",3.57548895455185,51,4366,35535,3570,0.0269451920724248,0.0251712747736726,1.07047387606318,0.0521164668460974,0.920106936822851,0.00661319825524131,34127,295,0.00953989024905023,2090,1815,2020,2023,3.6342,4.01747678864009,113,36,0.0138455044322499,0.0588235294117647,NA,"Gangsta rap/Moula",0.0588235294117647,NA,0.117647058823529,0.568627450980392,NA,0.0196078431372549,"Gangsta"
 "Joey Starr",3.94296857752594,30,2764,13589,NA,0.0306003270263957,0.0341820446936074,0.895216400911162,0.0647823717200031,0.945102656560453,0.00566634778129369,33809,144,0.0219295018029288,2132,2287,2002,2020,3.9033,3.7517,62,54,0.00838913827360365,0.0333333333333333,0.0666666666666667,"Rap conscient",NA,0.1,0.133333333333333,NA,NA,0.366666666666667,"Rap conscient"
-"Retro X",3.79527326440177,148,5508,54160,3432,0.0287423339379805,0.0271875269931761,1.0571882446386,0.0559298609311566,0.855022156573117,0.0206979320531758,33650,645,0.0094903988183161,1775,1948,2014,2023,3.7167,3.6168,201,165,0.0141617429837518,0.108108108108108,0.0337837837837838," Rap gangsta/Hardcore",0.527027027027027,0.0540540540540541,NA,0.0878378378378378,NA,0.00675675675675676," Rap gangsta/Hardcore"
 "Casey (FRA)",4.15293736100815,47,5136,21584,NA,0.0288928416903034,0.0480265371857122,0.601601601601602,0.0769193788760156,0.963723128243143,0.0049110452186805,32900,187,0.027844699777613,2731,2932,2006,2020,4.1431,3.8145,42,53,0.00449406968124537,0.0212765957446809,0.212765957446809,"Rap conscient",NA,0.0212765957446809,0.191489361702128,NA,NA,0.25531914893617,"Rap conscient"
 "Dr Bériz",4.0081722144708,23,1630,10034,NA,0.0442518248175182,0.0364963503649635,1.2125,0.0807481751824818,0.873828981463026,0.00588000797289217,32472,123,0.0125573051624477,1621,1620,2014,2020,NA,3.6692,59,59,0.00568068566872633,0.217391304347826,0.217391304347826,"Chansons d'amour",0.0434782608695652,0.260869565217391,NA,0.0434782608695652,NA,0.0434782608695652,"Chansons d'amour"
 "Bouga",3.89988938053097,4,622,1808,NA,0.0411471321695761,0.0311720698254364,1.32,0.0723192019950125,0.88716814159292,0.00719026548672566,32260,11,0.019358407079646,623,622,2000,2007,NA,3.91711100339312,13,13,0.0176991150442478,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
@@ -315,7 +315,7 @@
 "Diamond Deuklo",3.89290720493412,23,1729,7134,NA,0.0285306704707561,0.0312252337929941,0.913705583756345,0.0597559042637502,0.884356602186712,0.00182225960190636,28681,116,0.0211662461452201,1465,1464,2015,2021,NA,3.84345898004435,10,10,0.0103728623493131,0.130434782608696,0.173913043478261,"Chansons d'amour",NA,0.173913043478261,NA,0.130434782608696,NA,NA,"Chansons d'amour"
 "Kalif Hardcore",3.94110107030699,38,3025,15603,NA,0.0242044940431307,0.0285024883124717,0.849206349206349,0.0527069823556025,0.849964750368519,0.00519130936358393,28497,119,0.0146125745049029,2138,2121,2011,2016,3.9738,3.76576576576577,66,62,0.0084599115554701,0.131578947368421,0.0526315789473684,"Gangsta rap/Moula",0.0263157894736842,0.0789473684210526,0.157894736842105,0.342105263157895,NA,NA,"Gangsta"
 "Dicidens",3.90756865371735,15,2059,8958,NA,0.0291987853305303,0.0356225181032469,0.819672131147541,0.0648213034337771,0.955793703951775,0.00491181067202501,28328,91,0.0269033266354097,1881,1880,2000,2015,NA,3.89988938053097,36,36,0.00770261219022103,NA,0.133333333333333,"Egotrip/Méta-rap",NA,NA,0.333333333333333,NA,0.0666666666666667,0.266666666666667,"Egotrip"
-"Prince Waly",4.0049410264584,30,2583,12548,NA,0.0370881490426082,0.0270829739520442,1.36942675159236,0.0641711229946524,0.923971947720752,0.0047019445329933,28162,255,0.0204016576346828,2116,2185,2017,2023,3.9665,3.8529,45,47,0.0131495058973542,0.133333333333333,0.133333333333333," Rap gangsta/Hardcore",0.2,0.133333333333333,0.1,0.1,NA,0.0333333333333333," Rap gangsta/Hardcore"
 "Moha MMZ",3.54126055880442,26,1841,12312,NA,0.0304212860310421,0.0326385809312639,0.932065217391304,0.063059866962306,0.915773229369721,0.00259909031838856,27955,206,0.0108024691358025,1490,1530,2020,2023,3.4843,4.19876733436055,28,24,0.0120207927225471,0.346153846153846,0.269230769230769,"Rap coquin",NA,0.0769230769230769,NA,0.0769230769230769,NA,NA,"Rap coquin"
 "Mo’vez Lang",3.86243799119336,30,3373,17941,NA,0.0320269950272318,0.040966137816718,0.781791907514451,0.0729931328439498,0.94153057243186,0.00752466417702469,27074,151,0.0166657376957806,2243,2182,1995,2016,3.8993,3.82508960573477,81,73,0.00964271779722423,0.1,0.2,"Rap poétique",0.0333333333333333,NA,0.133333333333333,0.0333333333333333,0.1,0.166666666666667,"Rap poétique"
 "Ixzo",3.83072935416517,25,2435,13889,NA,0.0212483399734396,0.0415836653386454,0.510978043912176,0.062832005312085,0.867449060407517,0.00532795737634099,27039,201,0.0154798761609907,1936,1968,2013,2017,3.862,3.7616,51,58,0.017639858881129,NA,0.08,"Gangsta rap/Moula",0.08,NA,0.16,0.48,NA,0.12,"Gangsta"
@@ -330,13 +330,13 @@
 "VII",4.33466830162784,184,14396,88891,6284,0.0287394173083141,0.0427977822749644,0.671516508114158,0.0715371995832784,0.939453937968973,0.00292493053289984,24564,857,0.0402740434914671,3006,2735,2008,2024,4.2357,3.90338812479034,32,27,0.00763856858399613,0.00543478260869565,0.391304347826087,"Rap poétique",NA,0.233695652173913,0.0434782608695652,0.00543478260869565,NA,0.190217391304348,"Rap poétique"
 "Zesau",4.00060714285714,56,5198,28000,4878,0.0243490838958534,0.0376888460302154,0.646055437100213,0.0620379299260688,0.888857142857143,0.00685714285714286,24376,276,0.0180357142857143,2443,2165,2008,2022,3.8379,4.3021,70,61,0.012,0.0714285714285714,0.25,"Rap poétique",0.107142857142857,NA,0.214285714285714,0.0714285714285714,0.0178571428571429,0.0892857142857143,"Rap poétique"
 "Moha K",3.66009272714691,30,1822,14451,NA,0.0407695831424645,0.038021071919377,1.07228915662651,0.0787906550618415,0.906373261365995,0.00525915161580513,23873,102,0.00830392360390284,1405,1417,2019,2024,3.6087,3.85630153121319,65,60,0.00878831914746384,0.366666666666667,NA,"Chansons d'amour",NA,0.533333333333333,NA,0.0666666666666667,NA,NA,"Chansons d'amour"
-"Green Money",3.82054892660392,107,5018,40479,3715,0.0323981295925184,0.0319527944778446,1.01393728222997,0.0643509240703629,0.887571333283925,0.0107463129029867,23705,381,0.0134884755058178,2046,1980,2007,2021,3.6977,4.519,142,72,0.00711480026680501,0.0560747663551402,0.11214953271028," Rap gangsta/Hardcore",0.392523364485981,0.0841121495327103,0.0186915887850467,0.0934579439252336,0.00934579439252336,0.0560747663551402," Rap gangsta/Hardcore"
 "Abou Tall",3.66345007047598,52,3466,27669,3242,0.0463571042262227,0.0355790774936259,1.30293159609121,0.0819361817198486,0.935559651595649,0.00722830604647801,23576,249,0.012504969460407,1861,1581,2009,2023,3.723,3.6906,110,46,0.00755357981856952,0.173076923076923,0.134615384615385,"Chansons d'amour",0.134615384615385,0.25,0.0192307692307692,0.115384615384615,NA,NA,"Chansons d'amour"
 "Worms-T",3.90358096691557,39,3521,18347,NA,0.0287410184317401,0.0386129334582943,0.744336569579288,0.0673539518900344,0.872349702948711,0.00959284896713359,23096,214,0.0119365563852401,2273,2340,2010,2020,3.8913,3.96054646095866,86,105,0.013026652858778,NA,0.205128205128205,"Gangsta rap/Moula",0.0512820512820513,0.0256410256410256,0.0769230769230769,0.41025641025641,0.0256410256410256,0.0256410256410256,"Gangsta"
 "Thabiti",3.88105613945142,34,3008,15604,NA,0.0224442736356649,0.0226748654880861,0.989830508474576,0.045119139123751,0.83376057421174,0.00429377082799282,23088,101,0.0140989489874391,2171,2154,2016,2023,3.9441,3.18639053254438,60,36,0.0115995898487567,0.205882352941176,0.0294117647058824,"Gangsta rap/Moula",0.0294117647058824,0.0294117647058824,NA,0.5,NA,0.0294117647058824,"Gangsta"
 "USKY",3.89891267414203,73,3443,23544,NA,0.0411196075602366,0.0417448179675852,0.985023041474654,0.0828644255278219,0.88315494393476,0.00734794427454978,22803,301,0.0153754672103296,2090,1759,2016,2023,4.0068,3.9514,94,52,0.0104060482500849,0.219178082191781,0.0821917808219178,"Chansons d'amour",NA,0.452054794520548,0.0273972602739726,0.0958904109589041,NA,NA,"Chansons d'amour"
 "Bekar",3.88839034118004,89,6002,46134,4002,0.0316945107398568,0.0339856801909308,0.932584269662921,0.0656801909307876,0.90822386959726,0.00346815797459574,22685,494,0.016105258594529,2389,1912,2015,2023,3.9756,3.7389,47,27,0.00949408245545585,0.134831460674157,0.460674157303371,"Rap poétique",NA,0.123595505617978,0.0337078651685393,0.0674157303370786,NA,0.0337078651685393,"Rap poétique"
-"Jack Uzi",3.70710761351571,87,4150,32022,3552,0.0256176281726317,0.042684781506641,0.600158353127474,0.0683024096792727,0.924020985572419,0.0164262069826994,22328,238,0.0149896945849728,1891,1979,2018,2023,3.7127,3.6562,148,110,0.0080569608394229,0.0804597701149425,NA," Rap gangsta/Hardcore",0.482758620689655,NA,0.0459770114942529,0.0804597701149425,NA,0.0229885057471264," Rap gangsta/Hardcore"
 "100 Blaze",3.72411260709914,51,3703,28595,3347,0.0257550268364976,0.0329247776976688,0.782238442822384,0.0586798045341665,0.873089700996678,0.00804336422451478,22314,252,0.0102115754502535,2060,1630,2015,2023,3.8223,4.09427828348505,98,88,0.0132540653960483,0.176470588235294,0.0196078431372549,"Gangsta rap/Moula",0.176470588235294,NA,0.0980392156862745,0.333333333333333,NA,NA,"Gangsta"
 "Kemmler",3.7573597359736,60,4742,30300,4210,0.0395354583642204,0.0452186805040771,0.87431693989071,0.0847541388682975,0.934950495049505,0.00646864686468647,21405,237,0.0125412541254125,2184,2336,2016,2022,3.7141,3.5194,56,79,0.0145874587458746,0.183333333333333,0.233333333333333,"Chansons d'amour",NA,0.4,0.116666666666667,NA,NA,NA,"Chansons d'amour"
 "KDD",4.1816574815431,32,4369,19234,NA,0.032503071596113,0.0430581927845415,0.754863813229572,0.0755612643806545,0.930955599459291,0.00462722262659873,21176,121,0.020588541125091,989,988,1996,1998,NA,3.8687,10,10,0.0105022356244151,0.0625,0.125,"Rap conscient",NA,0.03125,0.15625,0.0625,NA,0.3125,"Rap conscient"
@@ -360,7 +360,7 @@
 "MC Circulaire",3.67358099189138,19,2458,10606,NA,0.0229278685198336,0.0336816475601096,0.680722891566265,0.0566095160799432,0.929379596454837,0.0170658118046389,15033,83,0.0147086554780313,2005,2004,2007,2023,NA,3.8273,109,109,0.0110314916085235,NA,0.157894736842105,"Egotrip/Méta-rap",NA,NA,0.578947368421053,0.105263157894737,NA,NA,"Egotrip"
 "TTC",4.22700109760559,44,5343,24599,NA,0.0452220263938443,0.0334436659072347,1.35218508997429,0.078665692301079,0.945688849140209,0.00646367738525956,14945,213,0.0406520590267897,3097,2469,1999,2006,4.4842,3.9722,72,64,0.00772389121509004,0.272727272727273,0.227272727272727,"Rap coquin",NA,0.0909090909090909,0.181818181818182,0.0454545454545455,NA,0.0909090909090909,"Rap coquin"
 "Lil Baby",3.59623430962343,4,176,478,NA,0.032258064516129,0.0387096774193548,0.833333333333333,0.0709677419354839,0.324267782426778,0.0188284518828452,14883,28,0,177,176,2017,2017,NA,3.7114,9,9,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"Morsay",3.90338812479034,17,1657,8943,NA,0.0217123118677523,0.0606957809030348,0.357723577235772,0.0824080927707871,0.906407245890641,0.0235938723023594,14249,76,0.014760147601476,1150,1149,2008,2017,NA,3.8729,170,170,0.0117410265011741,0.0588235294117647,NA," Rap gangsta/Hardcore",0.117647058823529,0.0588235294117647,0.117647058823529,0.117647058823529,NA,NA," Rap gangsta/Hardcore"
 "Rocé (FRA)",4.24154300898695,61,6403,33493,5300,0.0387911878610882,0.0380928195035236,1.01833333333333,0.0768840073646118,0.940554742782074,0.00292598453408175,14166,236,0.0294091302660257,2563,2847,1997,2023,4.2163,3.8654,22,16,0.00588182605320515,0.0163934426229508,0.278688524590164,"Rap conscient",NA,0.0327868852459016,0.19672131147541,NA,NA,0.426229508196721,"Rap conscient"
 "Hös Copperfield",3.8017523211717,12,1526,7647,NA,0.0445986124876115,0.026900750389353,1.65789473684211,0.0714993628769645,0.923630181770629,0.00235386426049431,13311,63,0.011246240355695,1527,1526,2019,2023,NA,3.80798548094374,18,18,0.00954622727867138,0.25,0.333333333333333,"Gangsta rap/Moula",NA,0.0833333333333333,NA,0.333333333333333,NA,NA,"Gangsta"
 "Caribbean Dandee",4.05740253527864,11,1241,4181,NA,0.0240834894300241,0.0331816965480332,0.725806451612903,0.0572651859780573,0.893805309734513,0.00430519014589811,13283,31,0.0203300645778522,1242,1241,2015,2015,NA,4.0544,18,18,0.0100454436737623,NA,0.0909090909090909,"Egotrip/Méta-rap",NA,0.0909090909090909,0.272727272727273,NA,NA,0.272727272727273,"Egotrip"
@@ -375,7 +375,7 @@
 "Ruby Nikara",4.05355191256831,2,381,915,NA,0.0192061459667093,0.0332906530089629,0.576923076923077,0.0524967989756722,0.853551912568306,0.00765027322404372,10455,11,0.0426229508196721,229,228,2019,2019,NA,3.5735,5,5,0.00546448087431694,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
 "Svinkels",3.89971810157586,86,9258,64917,4876,0.0257014458115227,0.0343359197482033,0.748529411764706,0.060037365559726,0.91521481276091,0.00760971702327588,10250,311,0.0213195310935502,2460,2611,1997,2021,3.9007,3.8246,41,57,0.0112605326801916,0.104651162790698,0.0581395348837209,"Egotrip/Méta-rap",0.104651162790698,0.0348837209302326,0.209302325581395,0.0930232558139535,NA,0.0581395348837209,"Egotrip"
 "масло чёрного тмина (maslo chyornogo tmina)",4.14432989690722,1,89,194,NA,0,0,NA,0,0.15979381443299,0.00515463917525773,9931,8,0.0257731958762887,90,89,2018,2018,NA,3.6908,1,1,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"Jonathan Cohen",4.19876733436055,3,188,649,NA,0.0282861896838602,0.123128119800333,0.22972972972973,0.151414309484193,0.926040061633282,0.0416024653312789,9112,13,0.00924499229583975,189,188,2020,2023,NA,3.5396,27,27,0.00308166409861325,NA,NA," Rap gangsta/Hardcore",0.666666666666667,0.333333333333333,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "Dala",3.78002209247278,15,1782,6337,NA,0.0310759834740435,0.0398778516256512,0.779279279279279,0.0709538350996946,0.878491399715954,0.00568092157172163,8779,52,0.00962600599652833,1783,1782,2021,2022,NA,3.72863666014351,36,36,0.018305191731103,NA,NA,"Gangsta rap/Moula",0.0666666666666667,NA,0.0666666666666667,0.333333333333333,NA,NA,"Gangsta"
 "Mike Lucazz",4.11821195838573,21,2349,8747,NA,0.032789009849663,0.0524883359253499,0.624691358024691,0.085277345775013,0.882131016348462,0.00605922030410426,8576,86,0.0204641591402767,1499,1498,2012,2017,NA,3.6488,30,30,0.00743111924088259,NA,0.0952380952380952,"Egotrip/Méta-rap",0.0476190476190476,0.0476190476190476,0.285714285714286,0.142857142857143,0.0476190476190476,0.142857142857143,"Egotrip"
 "Dadoo",3.87392506142506,22,2987,13024,NA,0.0324915686435798,0.0287077403964794,1.13180515759312,0.0611993090400592,0.93343058968059,0.00552825552825553,8533,71,0.0139742014742015,2378,2435,2001,2006,3.8657,3.7752,43,58,0.00760135135135135,0.227272727272727,0.0454545454545455,"Rap coquin",NA,0.0909090909090909,0.181818181818182,0.0909090909090909,NA,0.0909090909090909,"Rap coquin"
@@ -433,7 +433,7 @@
 "Tepa",4.04203888596952,9,1248,3806,NA,0.0237503452085059,0.0325876829605081,0.728813559322034,0.0563380281690141,0.95139253809774,0.00367840252233316,0,15,0.0320546505517604,588,587,1997,2011,NA,3.9256,1,1,0.0091960063058329,NA,0.111111111111111,"Rap conscient",NA,NA,NA,NA,NA,0.444444444444444,"Rap conscient"
 "Snifeur baby",4.07893131633524,21,2041,8197,NA,0.0416608610840184,0.0424968649853699,0.980327868852459,0.0841577260693883,0.875564230816152,0.00902769305843601,0,21,0.0172014151518848,1213,1212,1997,2018,NA,4.04203888596952,33,33,0.00902769305843601,0.0952380952380952,0.142857142857143,"Egotrip/Méta-rap",0.0952380952380952,0.142857142857143,0.238095238095238,NA,NA,0.0952380952380952,"Egotrip"
 "Lord Kossity",3.79499460334593,28,2885,14824,NA,0.025081954715255,0.032476938324312,0.772300469483568,0.057558893039567,0.884848893685915,0.00398003237992445,0,46,0.0213842417701025,2229,2411,1997,2010,3.7387,4.07893131633524,33,51,0.0130194279546681,0.285714285714286,0.0714285714285714,"Rap coquin",0.107142857142857,0.142857142857143,0.142857142857143,0.0714285714285714,NA,0.107142857142857,"Rap coquin"
-"Fuckly",3.63226045135035,7,1544,5406,NA,0.0221437740693196,0.0304878048780488,0.726315789473684,0.0526315789473684,0.576396596374399,0.00517943026267111,0,13,0.0155382907880133,1212,1211,1997,2004,NA,3.7979,25,25,0.00573436921938587,0.285714285714286,NA," Rap gangsta/Hardcore",0.285714285714286,NA,0.142857142857143,0.142857142857143,NA,NA," Rap gangsta/Hardcore"
 "Explicit Samouraï",4.12822675889995,11,1723,5927,NA,0.025462962962963,0.0480324074074074,0.530120481927711,0.0734953703703704,0.874641471233339,0.0099544457567066,0,37,0.0207524886114392,771,770,1998,2005,NA,3.953,16,16,0.00776109330183904,0.0909090909090909,0.0909090909090909,"Egotrip/Méta-rap",NA,0.181818181818182,0.454545454545455,NA,NA,0.0909090909090909,"Egotrip"
 "Hamed Däye",4.80464480874317,1,387,732,NA,0.0238907849829352,0.0563139931740614,0.424242424242424,0.0802047781569966,0.800546448087432,0.00819672131147541,0,4,0.0614754098360656,388,387,1998,1998,NA,4.0372,6,6,0.0136612021857923,NA,1,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "K-Rhyme Le Roi",4.00559284116331,4,965,2682,NA,0.038476639183353,0.0427954456223007,0.89908256880734,0.0812720848056537,0.949664429530201,0.00484712900820283,0,10,0.017524235645041,784,783,1998,2008,NA,4.80464480874317,13,13,0.00559284116331096,0.25,0.5,"Rap poétique",NA,NA,0.25,NA,NA,NA,"Rap poétique"
@@ -482,14 +482,14 @@
 "Humphrey",3.59381514940931,20,966,5756,NA,0.0448108980103961,0.0302921670550278,1.4792899408284,0.0751030650654239,0.969249478804725,0,0,29,0.00573314801945796,797,796,2004,2009,NA,3.8258,0,0,0.00451702571230021,0.05,0.4,"Chansons d'amour",NA,0.55,NA,NA,NA,NA,"Chansons d'amour"
 "OGB",3.926395746297,20,2974,13165,NA,0.0391108139729233,0.0381079725890022,1.02631578947368,0.0772187865619255,0.908925180402583,0.00288644132168629,0,79,0.0194454994303076,2337,2354,2004,2011,3.8709,3.7789,32,35,0.00934295480440562,0.05,0.4,"Rap poétique",NA,0.05,0.25,0.1,NA,0.05,"Rap poétique"
 "Sir Samuel",3.75813191315035,29,2171,12205,NA,0.0427290311236153,0.0377176015473888,1.13286713286713,0.080446632671004,0.931913150348218,0.000655469070053257,0,55,0.0133551823023351,1930,1841,2004,2023,3.78,3.8978,7,8,0.00868496517820565,0.103448275862069,0.172413793103448,"Chansons d'amour",NA,0.379310344827586,0.103448275862069,NA,NA,0.103448275862069,"Chansons d'amour"
-"Ghetto Fabulous Gang",3.86592266582836,16,1460,6362,NA,0.0264643613267466,0.0331686661961891,0.797872340425532,0.0596330275229358,0.890914806664571,0.0100597296447658,0,47,0.0155611442942471,767,766,2005,2013,NA,4.004,18,18,0.0166614272241434,NA,NA," Rap gangsta/Hardcore",0.4375,NA,0.0625,0.0625,NA,NA," Rap gangsta/Hardcore"
 "Noyau Dur",3.96839128264848,14,2470,12022,NA,0.024504186866461,0.0451300132216836,0.54296875,0.0696342000881446,0.943686574613209,0.00890034935950757,0,27,0.0158043586757611,2051,2158,2005,2005,3.9272,3.86592266582836,81,90,0.00507403094327067,0.0714285714285714,0.0714285714285714,"Egotrip/Méta-rap",NA,NA,0.357142857142857,NA,NA,0.214285714285714,"Egotrip"
 "Prisco Zbeul",4.2,1,10,10,NA,0,0,NA,0,0.9,0,0,4,0,11,10,2005,2005,NA,4.1044,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Piloophaz",4.3228051391863,28,3623,11208,NA,0.0396779200620877,0.0515133876600698,0.770244821092279,0.0911913077221575,0.919700214132762,0.00383654532476802,0,34,0.0342612419700214,944,943,2005,2012,NA,4.1551,8,8,0.00571020699500357,NA,0.464285714285714,"Rap poétique",NA,0.142857142857143,0.178571428571429,NA,NA,NA,"Rap poétique"
 "Cuizinier",3.70009177118385,31,2621,16345,NA,0.0425252385562163,0.0259991702392477,1.63563829787234,0.068524408795464,0.884796573875803,0.00477210156011013,0,71,0.0153563780972775,2083,1689,2005,2020,3.6801,3.7644,43,53,0.0109513612725604,0.290322580645161,0.032258064516129,"Rap coquin",0.032258064516129,0.225806451612903,0.129032258064516,0.0967741935483871,NA,NA,"Rap coquin"
 "Charly Greane",3.79725609756098,2,290,656,NA,0.0246710526315789,0.0427631578947368,0.576923076923077,0.0674342105263158,0.926829268292683,0.00304878048780488,0,4,0.0228658536585366,291,290,2006,2008,NA,3.9217,2,2,0.0152439024390244,NA,0.5,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Six",3.94927415317871,27,2713,11986,NA,0.0346395126829712,0.0398218019819984,0.86986301369863,0.0744613146649695,0.917653929584515,0.00650759219088937,0,75,0.024695478057734,2346,2355,2006,2022,3.9683,3.9754,57,57,0.0130986150508927,NA,0.111111111111111,"Egotrip/Méta-rap",0.111111111111111,NA,0.407407407407407,0.0740740740740741,NA,0.037037037037037,"Egotrip"
-"Shone",4.02115541090317,26,2365,9832,NA,0.0291182341199953,0.054714101209346,0.532188841201717,0.0838323353293413,0.866253051261188,0.00823840520748576,0,78,0.0173921887713588,2228,2227,2006,2017,NA,3.9566,68,68,0.0112896663954434,NA,0.0769230769230769," Rap gangsta/Hardcore",0.115384615384615,0.0384615384615385,0.115384615384615,0.0769230769230769,NA,0.0769230769230769," Rap gangsta/Hardcore"
 "Syrano",4.04623450905624,10,1788,6294,NA,0.0415156507413509,0.0326194398682043,1.27272727272727,0.0741350906095552,0.964410549729901,0.00238322211630124,0,14,0.0227200508420718,1207,1206,2006,2015,NA,3.8218,11,11,0.0122338735303464,0.2,0.3,"Rap poétique",NA,NA,0.2,NA,NA,0.1,"Rap poétique"
 "Axiom",3.93588001164935,34,3823,20602,NA,0.0306921070131465,0.0345797739014783,0.887573964497041,0.0652718809146248,0.948888457431317,0.00368896223667605,0,64,0.024463644306378,2438,2109,2006,2015,4.0201,3.8343,43,32,0.00786331424133579,0.0294117647058824,0.264705882352941,"Rap conscient",NA,0.0294117647058824,0.147058823529412,NA,NA,0.352941176470588,"Rap conscient"
 "Butter Bullets",3.84169928887448,103,6031,43171,4163,0.0395473009222594,0.0408502158751245,0.968105065666041,0.080397516797384,0.906696625049223,0.011211229760719,0,563,0.0139445461073406,2286,2029,2007,2023,3.8341,3.9435,162,106,0.0206851821824836,0.106796116504854,0.0679611650485437,"Egotrip/Méta-rap",0.0485436893203883,0.0485436893203883,0.368932038834951,0.0679611650485437,NA,NA,"Egotrip"
@@ -509,8 +509,8 @@
 "Dawala",3.80544747081712,3,128,257,NA,0.0469483568075117,0.0328638497652582,1.42857142857143,0.07981220657277,0.828793774319066,0,0,20,0.0428015564202335,129,128,2009,2014,NA,3.6584,0,0,0,NA,NA,"Egotrip/Méta-rap",NA,NA,0.333333333333333,NA,NA,NA,"Egotrip"
 "La Canaille",4.06701870187019,48,5036,22725,NA,0.0317929759704251,0.0401571164510166,0.791714614499425,0.0719500924214418,0.952255225522552,0.00325632563256326,0,129,0.0262706270627063,2782,2759,2009,2017,4.0426,3.8683,29,36,0.00541254125412541,NA,0.333333333333333,"Rap poétique",NA,0.0416666666666667,0.104166666666667,0.0208333333333333,NA,0.25,"Rap poétique"
 "D’ de Kabal",4.35401426057968,7,2787,10799,NA,0.033907937109301,0.0394961166887668,0.858513189448441,0.0734040537980678,0.977683118807297,0.00101861283452171,0,12,0.0428743402166867,2218,2217,2010,2016,NA,3.8398,7,7,0.00407445133808686,NA,NA,"Rap conscient",NA,NA,0.142857142857143,NA,NA,0.571428571428571,"Rap conscient"
-"400 Hyènes",4.05759162303665,2,374,764,NA,0.0185979971387697,0.0386266094420601,0.481481481481481,0.0572246065808298,0.914921465968586,0.0170157068062827,0,4,0.0196335078534031,275,274,2010,2010,NA,4.0527,10,10,0.00916230366492147,NA,NA," Rap gangsta/Hardcore",0.5,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
-"MLC",3.75874388867995,13,1476,5318,NA,0.0241515719342078,0.0428898605038518,0.563106796116505,0.0670414324380595,0.90315908236179,0.0157954118089507,0,22,0.0120345994734863,1477,1476,2010,2014,NA,3.8972,84,84,0.00959007145543437,0.0769230769230769,0.153846153846154," Rap gangsta/Hardcore",0.307692307692308,NA,0.230769230769231,NA,NA,0.0769230769230769," Rap gangsta/Hardcore"
 "Wacko",4.1718422156945,23,2726,9532,NA,0.0391314722023383,0.0293486041517538,1.33333333333333,0.0684800763540921,0.879353755770038,0.00461603021401595,0,73,0.0253881661770877,1438,1437,2010,2018,NA,3.8436,16,16,0.0110155266470835,0.521739130434783,0.0869565217391304,"Rap coquin",NA,0.0869565217391304,0.0434782608695652,0.130434782608696,NA,0.0434782608695652,"Rap coquin"
 "Beeby",3.90516959828302,180,9780,85732,4391,0.0308612197227441,0.0340476311379678,0.90641312453393,0.0649088508607119,0.918816777865908,0.0127023748425325,0,671,0.0171231278869034,2540,2186,2011,2024,3.8852,4.0877,101,107,0.00928474781878412,0.111111111111111,0.116666666666667,"Gangsta rap/Moula",0.161111111111111,0.0333333333333333,0.133333333333333,0.194444444444444,NA,0.0222222222222222,"Gangsta"
 "Pihpoh",3.9040706847586,16,1453,6338,NA,0.0443652849740933,0.0247733160621762,1.79084967320261,0.0691386010362694,0.974439886399495,0.000473335437046387,0,17,0.0142000631113916,1259,1258,2011,2021,NA,3.8831,3,3,0.00725781003471127,NA,0.125,"Chansons d'amour",NA,0.375,0.0625,NA,0.25,0.125,"Chansons d'amour"
@@ -544,18 +544,18 @@
 "Twin Twin",3.80675469781615,9,821,3938,NA,0.0460286275610441,0.0221723266909907,2.07594936708861,0.0682009542520348,0.904773996952768,0.000507872016251904,0,18,0.0236160487557136,303,302,2014,2019,NA,3.6076,1,1,0.0124428643981717,0.333333333333333,0.444444444444444,"Rap poétique",NA,0.222222222222222,NA,NA,NA,NA,"Rap poétique"
 "Solo Le Mythe",4.20289855072464,3,628,1725,NA,0.0354989953114535,0.0361687876758205,0.981481481481482,0.0716677829872739,0.865507246376812,0.00463768115942029,0,11,0.0289855072463768,629,628,2014,2015,NA,3.6029,8,8,0.00521739130434783,0.333333333333333,0.666666666666667,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Bassem Braïki",3.53564899451554,2,214,547,NA,0.010183299389002,0.0203665987780041,0.5,0.0305498981670061,0.897623400365631,0,0,4,0.0127970749542962,215,214,2014,2021,NA,3.62304483837331,0,0,0.020109689213894,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
-"Lil Tracy",3.50666666666667,3,120,525,NA,0.00884955752212389,0.225663716814159,0.0392156862745098,0.234513274336283,0.43047619047619,0.104761904761905,0,18,0,121,120,2014,2015,NA,3.53564899451554,55,55,0.0019047619047619,NA,NA," Rap gangsta/Hardcore",0.333333333333333,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "Mani Deïz",3.96660818382478,32,4146,17669,NA,0.0332167832167832,0.0423800337593441,0.783783783783784,0.0755968169761273,0.938819401211161,0.00577282245741129,0,124,0.0193559341219084,2913,2546,2014,2021,3.983,3.9788,57,61,0.0116588375120267,0.03125,0.40625,"Rap poétique",NA,0.0625,0.0625,0.125,NA,0.09375,"Rap poétique"
 "Moona",3.84935897435897,17,1533,7488,NA,0.0404467250226381,0.0463326290371265,0.872964169381108,0.0867793540597646,0.884882478632479,0.00747863247863248,0,55,0.016159188034188,1344,1343,2014,2021,NA,3.718,46,46,0.0114850427350427,0.176470588235294,0.117647058823529,"Chansons d'amour",NA,0.294117647058824,NA,0.235294117647059,NA,NA,"Chansons d'amour"
 "BFG",3.83510541345161,35,2742,16459,NA,0.0372096119283765,0.0326166544631565,1.14081632653061,0.069826266391533,0.912752901148308,0.00510359074062823,0,59,0.014885472993499,1935,1755,2015,2021,3.777,3.8556,57,37,0.00941734005711161,0.171428571428571,0.114285714285714,"Gangsta rap/Moula",0.0285714285714286,0.114285714285714,0.0285714285714286,0.314285714285714,NA,0.0285714285714286,"Gangsta"
 "Houari",3.98324906572873,62,3464,22745,NA,0.0317662007623888,0.0410313426514189,0.774193548387097,0.0727975434138077,0.830424269070125,0.00703451307979776,0,167,0.0132776434381183,2050,1743,2015,2022,4.1653,3.7936,75,64,0.00804572433501869,0.435483870967742,0.032258064516129,"Rap coquin",0.032258064516129,0.0806451612903226,0.032258064516129,0.209677419354839,NA,0.032258064516129,"Rap coquin"
-"Bridjahting",3.78523769808173,7,805,2398,NA,0.0367231638418079,0.0661016949152542,0.555555555555556,0.102824858757062,0.738115095913261,0.0158465387823186,0,21,0.0112593828190158,749,748,2015,2019,NA,3.9323,28,28,0.0116763969974979,NA,0.142857142857143," Rap gangsta/Hardcore",0.285714285714286,NA,NA,NA,NA,0.142857142857143," Rap gangsta/Hardcore"
-"Patsaou",4.09427828348505,3,620,1538,NA,0.0258992805755396,0.0244604316546763,1.05882352941176,0.0503597122302158,0.451885565669701,0.00195058517555267,0,7,0.00780234070221066,621,620,2015,2015,NA,3.78523769808173,3,3,0.0104031209362809,NA,NA," Rap gangsta/Hardcore",0.666666666666667,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "Amalek",3.98552548772813,7,1018,3178,NA,0.0349883372209264,0.0506497834055315,0.69078947368421,0.0856381206264578,0.94430459408433,0.0157331655129012,0,8,0.0163624921334172,1019,1018,2015,2017,NA,3.657,50,50,0.0106985525487728,NA,NA,"Rap conscient",NA,NA,0.142857142857143,NA,NA,0.571428571428571,"Rap conscient"
 "Edgar Sekloka",4.63103767044141,26,3276,8654,NA,0.0333378323660413,0.0307733837224997,1.08333333333333,0.064111216088541,0.856135890917495,0.00138664201525306,0,52,0.0476080425236885,1909,1908,2015,2021,NA,3.7572,3,3,0.0060087820660966,0.0384615384615385,0.269230769230769,"Rap poétique",NA,0.115384615384615,0.153846153846154,NA,NA,0.192307692307692,"Rap poétique"
 "Toquel",4.18632478632479,1,321,585,NA,0.04,0,Inf,0.04,0.0427350427350427,0,0,5,0.0188034188034188,322,321,2015,2015,NA,3.6156,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Kasspapazo",4.17789291882556,1,348,579,NA,0.0399159663865546,0.0420168067226891,0.95,0.0819327731092437,0.822107081174439,0.0120898100172712,0,1,0.0189982728842832,349,348,2015,2015,NA,3.6559,7,7,0.0120898100172712,NA,NA,"Egotrip/Méta-rap",NA,NA,1,NA,NA,NA,"Egotrip"
-"Nathy",3.8135593220339,1,204,354,NA,0.0228013029315961,0.0195439739413681,1.16666666666667,0.0423452768729642,0.867231638418079,0.00564971751412429,0,1,0.00282485875706215,205,204,2015,2015,NA,3.6823,2,2,0.0169491525423729,NA,NA," Rap gangsta/Hardcore",1,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "K$K",3.70846394984326,3,460,1276,NA,0.019916142557652,0.0272536687631027,0.730769230769231,0.0471698113207547,0.747648902821317,0.0219435736677116,0,9,0.00862068965517241,461,460,2016,2018,NA,3.6647,28,28,0.0101880877742947,0.666666666666667,NA,"Rap coquin",NA,NA,NA,NA,NA,NA,"Rap coquin"
 "Estikay",3.99216837983358,4,535,2043,NA,0.0203045685279188,0.00761421319796954,2.66666666666667,0.0279187817258883,0.19285364659814,0,0,20,0.0161527165932452,536,535,2016,2020,NA,3.70846394984326,0,0,0.000489476260401371,0.5,NA,"Rap coquin",NA,NA,NA,NA,NA,NA,"Rap coquin"
 "Sauveur Eloheem",4.49209510016896,60,4961,16572,NA,0.0340084643288996,0.0501813784764208,0.677710843373494,0.0841898428053204,0.798455225681873,0.0122495776007724,0,69,0.0378349022447502,2883,2882,2016,2023,NA,3.731,101,101,0.0157494569152788,0.05,0.316666666666667,"Rap poétique",NA,0.0333333333333333,0.216666666666667,0.0166666666666667,NA,0.0333333333333333,"Rap poétique"
@@ -579,7 +579,7 @@
 "Mb14",3.76190476190476,3,441,1323,NA,0.0238907849829352,0.0273037542662116,0.875,0.0511945392491468,0.885865457294029,0,0,6,0.0158730158730159,302,301,2018,2018,NA,3.6785,0,0,0.0136054421768707,NA,0.666666666666667,"Rap poétique",NA,0.333333333333333,NA,NA,NA,NA,"Rap poétique"
 "Cookiesan",3.78280191684737,61,4707,37353,3646,0.0368660849885352,0.0350793603525803,1.0509337860781,0.0719454453411155,0.899017481862233,0.00546140872219099,0,124,0.0130110031322785,2130,1773,2018,2023,3.761,3.76190476190476,99,33,0.00979840976628383,NA,0.377049180327869,"Rap poétique",0.114754098360656,0.0983606557377049,0.114754098360656,0.0163934426229508,NA,0.0163934426229508,"Rap poétique"
 "Naestro",3.96545768566494,3,271,579,NA,0.0532544378698225,0.0394477317554241,1.35,0.0927021696252465,0.875647668393782,0.00172711571675302,0,6,0.0155440414507772,272,271,2018,2019,NA,3.6826,1,1,0.00345423143350604,NA,0.333333333333333,"Chansons d'amour",NA,0.333333333333333,NA,NA,NA,NA,"Chansons d'amour"
-"Le Juiice",3.76769631062779,36,2786,14989,NA,0.0296153846153846,0.0304615384615385,0.972222222222222,0.0600769230769231,0.867302688638335,0.00793915538061245,0,140,0.0100740543064914,2012,2098,2018,2024,3.6976,3.6867,85,84,0.0111415037694309,0.166666666666667,0.111111111111111," Rap gangsta/Hardcore",0.361111111111111,0.0277777777777778,0.0833333333333333,0.194444444444444,NA,NA," Rap gangsta/Hardcore"
 "Fanny Polly",3.80798548094374,4,817,2755,NA,0.0317700453857791,0.0329046898638427,0.96551724137931,0.0646747352496218,0.959709618874773,0.000725952813067151,0,17,0.0174228675136116,818,817,2018,2019,NA,3.7586,2,2,0.0116152450090744,NA,0.25,"Egotrip/Méta-rap",NA,NA,0.5,NA,NA,0.25,"Egotrip"
 "La Fine Equipe",3.77952755905512,2,342,1016,NA,0.0136986301369863,0.0221285563751317,0.619047619047619,0.035827186512118,0.934055118110236,0.00393700787401575,0,5,0.00688976377952756,343,342,2019,2020,NA,3.5099,4,4,0.0118110236220472,NA,0.5,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "BIRDYY",3.56081081081081,3,280,1184,NA,0.0494053064958829,0.0411710887465691,1.2,0.090576395242452,0.923141891891892,0.00168918918918919,0,3,0.00168918918918919,221,220,2019,2020,NA,3.77952755905512,0,0,0.0152027027027027,0.666666666666667,NA,"Rap coquin",NA,NA,NA,0.333333333333333,NA,NA,"Rap coquin"
@@ -595,7 +595,7 @@
 "Huero",4.16103896103896,1,239,385,NA,0.0336700336700337,0.0707070707070707,0.476190476190476,0.104377104377104,0.771428571428571,0.0181818181818182,0,2,0.0155844155844156,240,239,2020,2020,NA,3.69277281888857,7,7,0.0103896103896104,NA,1,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Sysa",3.93123092573754,8,1268,4915,NA,0.0238875878220141,0.0362997658079625,0.658064516129032,0.0601873536299766,0.868769074262462,0.00854526958290946,0,30,0.012410986775178,1142,1141,2020,2022,NA,4.16103896103896,40,40,0.0136317395727365,0.125,0.25,"Gangsta rap/Moula",0.125,NA,NA,0.25,NA,NA,"Gangsta"
 "Daks",4.13016270337922,2,351,799,NA,0.0288753799392097,0.0349544072948328,0.826086956521739,0.0638297872340425,0.823529411764706,0.00375469336670839,0,2,0.032540675844806,352,351,2020,2020,NA,3.93123092573754,3,3,0.0100125156445557,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"DerK16",3.94535993061578,3,414,1153,NA,0.020812685827552,0.0237859266600595,0.875,0.0445986124876115,0.87510841283608,0,0,8,0.0112749349522984,415,414,2020,2022,NA,4.13016270337922,0,0,0.0112749349522984,0.333333333333333,0.333333333333333," Rap gangsta/Hardcore",0.333333333333333,NA,NA,NA,NA,NA," Rap gangsta/Hardcore"
 "Hollis L’Infâme",4.01012658227848,1,215,395,NA,0.0198863636363636,0.0255681818181818,0.777777777777778,0.0454545454545455,0.891139240506329,0.00253164556962025,0,1,0.00253164556962025,216,215,2020,2020,NA,3.94535993061578,1,1,0.0278481012658228,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Lemon Haze",3.73448658943025,23,2384,12602,NA,0.0220689655172414,0.031551724137931,0.699453551912568,0.0536206896551724,0.920488811299794,0.00476114902396445,0,76,0.0137279796857642,2067,2059,2020,2023,3.7615,4.01012658227848,52,38,0.0107919377876528,0.0434782608695652,NA,"Gangsta rap/Moula",0.0434782608695652,0.0434782608695652,NA,0.521739130434783,NA,0.0434782608695652,"Gangsta"
 "OldPee",3.65506820929028,23,1747,11582,NA,0.0206136601120927,0.0316329438586492,0.651651651651652,0.0522466039707419,0.908910378173027,0.0101018822310482,0,92,0.00716629252288033,1595,1590,2020,2023,3.6833,3.7587,109,112,0.0153686755309964,0.130434782608696,0.130434782608696,"Gangsta rap/Moula",NA,NA,NA,0.434782608695652,NA,NA,"Gangsta"

 "rappeur","means_word_length","n_songs","n_unique_words","n_total_words","diversity","positivity","negativity","positivity_ratio","emotionality","frenchity","profanity","pageviews","contributors","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","Rap coquin","Rap poétique","Catégorie"," Rap gangsta/Hardcore","Chansons d'amour","Egotrip/Méta-rap","Gangsta rap/Moula","Inclassable","Rap conscient","Catégorie_short"
+"Booba",3.85623092109268,238,12828,114983,4950,0.0290701683528218,0.0375025858757006,0.775151037562385,0.0665727542285224,0.882852247723577,0.0101667202977832,25671559,9523,0.0171242705443413,2357,2372,2001,2024,3.8448,3.8148,126,68,0.00994929685257821,0.0672268907563025,0.0378151260504202," Rap gangsta/Hardcore",0.19327731092437,0.0252100840336134,0.189075630252101,0.151260504201681,0.0126050420168067,0.0714285714285714,"Hardcore"
 "PNL",3.65640605393224,75,4619,39049,3531,0.0367959241437871,0.0405321256722332,0.907821229050279,0.0773280498160204,0.904760685292837,0.0101667136162258,25261716,6309,0.00891187994570924,2011,1807,2014,2023,3.604,3.74212598425197,97,100,0.0116008092396732,0.306666666666667,0.106666666666667,"Rap coquin",0.0133333333333333,0.0933333333333333,0.0666666666666667,0.2,0.0133333333333333,NA,"Rap coquin"
 "Nekfeu",3.82594752992564,137,11860,108519,4938,0.0326507372430448,0.0359982722400016,0.907008453776929,0.0686490094830463,0.938692763479206,0.00503137699389047,19971399,6284,0.0177572590974852,2819,2076,2010,2020,4.0298,3.7013,53,12,0.0117122347238732,0.138686131386861,0.262773722627737,"Rap poétique",0.0072992700729927,0.131386861313869,0.109489051094891,0.0583941605839416,0.0072992700729927,0.124087591240876,"Rap poétique"
 "JuL",3.68843981742242,865,23338,598321,3665,0.0300369062337715,0.0352799200149325,0.851388161341016,0.065316826248704,0.904365716730651,0.00554886089573991,19876471,9057,0.0117930007470906,1898,2001,2007,2024,3.511,3.9868,61,36,0.00947317577019693,0.433526011560694,0.0427745664739884,"Rap coquin",0.0127167630057803,0.092485549132948,0.0300578034682081,0.295953757225434,NA,0.0046242774566474,"Rap coquin"
+"Damso",3.78262334622069,123,6630,56386,3957,0.0349554356862518,0.0386481835933724,0.904452226113057,0.0736036192796242,0.917302167204625,0.0124676338098109,17530388,5853,0.0169900329869116,2163,1848,2012,2023,3.9014,3.8665,170,120,0.00957684531621324,0.146341463414634,0.16260162601626," Rap gangsta/Hardcore",0.203252032520325,0.146341463414634,0.00813008130081301,0.170731707317073,NA,0.024390243902439,"Hardcore"
 "Lacrim",3.75466769855858,216,10866,124044,4042,0.0309095716552089,0.0382689934778777,0.807692307692308,0.0691785651330866,0.914675437747896,0.00911773241752926,10799721,3930,0.0117538937796266,2445,1940,2009,2023,3.9877,3.94188861985472,59,85,0.00802940891941569,0.143518518518519,0.101851851851852,"Gangsta rap/Moula",0.0185185185185185,0.0648148148148148,0.0694444444444444,0.319444444444444,0.00462962962962963,0.0787037037037037,"Gangsta"
 "SCH",3.70440435322475,153,8600,82146,4082,0.0295437744217974,0.0306262540923012,0.964655172413793,0.0601700285140986,0.922162978112142,0.0074258028388479,9733777,4322,0.0105422053417087,2438,2206,2011,2023,3.8066,3.5801,99,41,0.00870401480291189,0.0784313725490196,0.117647058823529,"Gangsta rap/Moula",0.0130718954248366,0.0457516339869281,0.0522875816993464,0.372549019607843,0.0130718954248366,0.0065359477124183,"Gangsta"
 "Gims",3.72842180629882,202,10065,108941,4027,0.0272324634905435,0.0317013805761711,0.859030837004405,0.0589338440667145,0.920204514370164,0.00395626990756465,9474988,3445,0.0148153587721794,2258,1435,2005,2024,3.7889,3.7677,76,5,0.0127316620923252,0.163366336633663,0.133663366336634,"Chansons d'amour",0.0198019801980198,0.277227722772277,0.103960396039604,0.0742574257425743,NA,0.0445544554455446,"Chansons d'amour"
 "Kaaris",3.83887292378319,200,11666,110658,4544,0.0240713612008589,0.0309144909795107,0.77864329763064,0.0549858521803697,0.900630772289396,0.00998572177339189,7299079,4341,0.0142963003126751,2321,1960,2000,2023,3.8836,4.0204,86,71,0.0124256718899673,0.075,0.06,"Gangsta rap/Moula",0.18,NA,0.11,0.315,NA,0.045,"Gangsta"
 "OrelSan",3.93004993322882,109,7989,68892,4342,0.0409623689080814,0.0386489821098088,1.05985634477255,0.0796113510178902,0.941183301399292,0.00583522034488765,6838303,3914,0.0215845090866864,2367,1912,2002,2022,3.9625,4.0606,114,50,0.0089850780932474,0.146788990825688,0.247706422018349,"Rap poétique",NA,0.201834862385321,0.192660550458716,0.0091743119266055,NA,0.0825688073394495,"Rap poétique"
 "Niro",3.83118319466842,234,11747,140146,4269,0.0308537419194431,0.0401774614619592,0.76793656932895,0.0710312033814023,0.918356571004524,0.0100395302042156,6510417,3060,0.0151984359168296,2109,1778,2010,2023,3.7108,3.7359,105,53,0.0106531759736275,0.0726495726495727,0.145299145299145,"Gangsta rap/Moula",0.047008547008547,0.0598290598290598,0.170940170940171,0.252136752136752,NA,0.0854700854700855,"Gangsta"
+"Freeze Corleone",3.967867127957,153,8788,78331,4227,0.0196590223295112,0.0298129149064575,0.659412955465587,0.0494719372359686,0.846152864127868,0.0280221112969322,6508840,4793,0.0176558450677254,2196,2163,2010,2023,3.8359,3.7687,155,137,0.0319030779640245,NA,0.0065359477124183," Rap gangsta/Hardcore",0.830065359477124,NA,0.0718954248366013,0.0457516339869281,NA,0.0130718954248366,"Hardcore"
 "La Fouine",3.85483269190471,315,14227,195657,4249,0.0286146455319004,0.0350842407006651,0.815598256095592,0.0636988862325655,0.902180857316631,0.00866823062808895,5542089,3911,0.0136003311918306,2018,1844,1997,2021,3.8667,3.9492,81,65,0.0118779292333011,0.0698412698412698,0.114285714285714,"Gangsta rap/Moula",0.0952380952380952,0.0793650793650794,0.107936507936508,0.212698412698413,0.00634920634920635,0.0698412698412698,"Gangsta"
 "Rohff",3.97547979341673,315,20387,237967,5084,0.0369541492256897,0.039938110434194,0.925285368384642,0.0768922596598837,0.91256770896805,0.0067908575558796,5432956,3837,0.0225661541306147,2502,2442,1997,2023,3.9076,3.7555,58,33,0.0117957531926696,0.0761904761904762,0.120634920634921,"Egotrip/Méta-rap",0.0285714285714286,0.0444444444444444,0.377777777777778,0.0666666666666667,0.00317460317460317,0.146031746031746,"Egotrip"
+"Niska",3.76359088009133,108,6009,59562,3345,0.0261631750949242,0.0349472013903319,0.748648648648649,0.0611103764852561,0.88877136429267,0.0101406937309023,5319941,2019,0.00960343843390081,2158,1645,2014,2022,3.8849,3.6561,87,131,0.00915012927705584,0.12962962962963,0.0185185185185185," Rap gangsta/Hardcore",0.314814814814815,0.0185185185185185,0.00925925925925926,0.305555555555556,NA,0.00925925925925926,"Hardcore"
 "Sexion d’Assaut",3.75586854460094,208,15354,193191,4326,0.0261175459234458,0.0389444394172473,0.670636073191984,0.0650619853406931,0.915239322742778,0.00631499396969838,4177745,3014,0.0137325237718113,2142,2174,2002,2022,3.7741,3.8863,51,39,0.0127076313078767,0.0384615384615385,0.120192307692308,"Egotrip/Méta-rap",0.0432692307692308,0.0432692307692308,0.336538461538462,0.0769230769230769,NA,0.153846153846154,"Egotrip"
 "Lomepal",3.85021273211659,109,8308,75447,4029,0.0470359031450042,0.0372251600333983,1.26355140186916,0.0842610631784024,0.952456691452278,0.00645486235370525,3993995,2690,0.0156931355786181,2515,1751,2011,2022,3.8667,3.6503,45,34,0.011451747584397,0.165137614678899,0.403669724770642,"Rap poétique",0.0091743119266055,0.247706422018349,0.0458715596330275,0.0091743119266055,NA,0.055045871559633,"Rap poétique"
 "Bigflo & Oli",3.83212895526911,119,10026,105587,4153,0.0328830889812807,0.0312319719906901,1.05286624203822,0.0641150609719708,0.952181613266785,0.0030117343991211,3876153,2821,0.0147934878346766,2397,2569,2005,2023,3.8791,3.6195,34,29,0.00768086980404785,0.0840336134453782,0.26890756302521,"Rap poétique",0.0168067226890756,0.184873949579832,0.243697478991597,0.00840336134453781,NA,0.0588235294117647,"Rap poétique"
 "Alonzo",3.82736939540344,171,9118,88588,3799,0.0276958970435132,0.033453332162613,0.827896512935883,0.0611492292061262,0.899930013094324,0.005124847609157,2964474,1699,0.0142570099787782,2267,1882,2000,2023,3.9295,3.7455,46,33,0.00749537183365693,0.128654970760234,0.105263157894737,"Gangsta rap/Moula",0.064327485380117,0.105263157894737,0.0526315789473684,0.309941520467836,NA,0.0409356725146199,"Gangsta"
 "Dinos",3.75872564935065,183,8942,98560,3849,0.0350637623064555,0.0320463405501839,1.09415807560137,0.0671101028566394,0.92132711038961,0.00422077922077922,2836896,3150,0.0152698863636364,2462,1721,2011,2023,3.8154,3.6538,48,20,0.0126318993506494,0.136612021857924,0.316939890710383,"Rap poétique",0.087431693989071,0.169398907103825,0.0765027322404372,0.0819672131147541,NA,0.0218579234972678,"Rap poétique"
 "Kalash",3.68536882168656,95,5358,38623,4163,0.037215735469137,0.0376982212358069,0.987201365187713,0.0749139567049439,0.804934883359656,0.00709421847085933,2836227,1000,0.00916552313388395,2076,1777,2010,2023,3.7303,4.3327,49,65,0.00680941407969345,0.231578947368421,0.0736842105263158,"Rap coquin",0.136842105263158,0.178947368421053,0.0105263157894737,0.0631578947368421,NA,0.0631578947368421,"Rap coquin"
+"Gradur",3.79591836734694,103,6303,56693,3719,0.0238703670687982,0.0368455458489333,0.647849462365591,0.0607159129177314,0.890427389624821,0.0157162259890992,2803911,1545,0.0095249854479389,1969,1608,2013,2023,3.844,3.76836096168624,243,102,0.0137053957278676,0.145631067961165,0.0388349514563107," Rap gangsta/Hardcore",0.330097087378641,0.0485436893203883,0.0388349514563107,0.300970873786408,NA,0.0194174757281553,"Hardcore"
 "Soolking",3.71589577134614,81,4406,33273,3668,0.0344051220713431,0.0294448744107507,1.16845878136201,0.0638499964820939,0.854326330658492,0.00357647341688456,2791355,904,0.011751269798335,2186,1518,2015,2024,3.8552,4.17789291882556,64,29,0.0125627385567878,0.271604938271605,0.0864197530864197,"Rap coquin",0.0123456790123457,0.209876543209877,NA,0.111111111111111,NA,0.037037037037037,"Rap coquin"
 "Kery James",4.0427698020923,155,10951,110405,4341,0.0366405336502521,0.0407617550652686,0.898894897719257,0.0774022887155207,0.945047778633214,0.000996331687876455,2654252,2038,0.0259861419319777,2247,2074,1999,2023,3.9754,3.8003,8,8,0.00706489742312395,0.0258064516129032,0.329032258064516,"Rap conscient",0.00645161290322581,0.0709677419354839,0.148387096774194,0.0193548387096774,NA,0.335483870967742,"Rap conscient"
 "Lartiste",3.80160544957385,132,7209,62537,3681,0.0369814824735273,0.0342851020517491,1.07864583333333,0.0712665845252763,0.895485872363561,0.00460527367798263,2592368,1201,0.0132881334250124,1950,1742,2010,2023,3.8215,3.6655,41,30,0.00885875561667493,0.234848484848485,0.0984848484848485,"Rap coquin",0.00757575757575758,0.181818181818182,0.0454545454545455,0.159090909090909,NA,0.0303030303030303,"Rap coquin"
 "S-Crew",3.75503528790147,83,9220,79489,4381,0.0288674757085836,0.0357349245386983,0.807822489657766,0.0646024002472819,0.936091786284895,0.00623985708714413,2262600,1786,0.0153731962913107,2544,2026,2010,2022,3.7318,4.10761883607286,65,36,0.0120142409641586,0.108433734939759,0.192771084337349,"Egotrip/Méta-rap",0.0120481927710843,0.0602409638554217,0.27710843373494,0.120481927710843,NA,0.0843373493975904,"Egotrip"
 "Laylow",3.75472762502759,84,5089,40771,3798,0.0315527412458732,0.032662228716783,0.966031483015741,0.0642149699626563,0.906379534473032,0.00836378798655907,2191336,2049,0.0145446518358637,1972,1824,2014,2021,3.7845,3.901,87,92,0.0110617841112555,0.428571428571429,0.0476190476190476,"Rap coquin",0.0595238095238095,0.166666666666667,0.0119047619047619,0.142857142857143,NA,0.0238095238095238,"Rap coquin"
 "Dosseh",3.75648710239568,171,11196,104438,4646,0.0332246872042898,0.037072863000736,0.896199659671015,0.0702975502050258,0.910683850705682,0.00994848618319003,2186584,2084,0.0149466669220016,2488,2013,2007,2023,3.9342,3.9183227778991,64,83,0.0105804400697064,0.0818713450292398,0.0526315789473684,"Gangsta rap/Moula",0.12280701754386,0.0526315789473684,0.140350877192982,0.198830409356725,NA,0.111111111111111,"Gangsta"
+"MZ",3.77708432263754,88,6627,58964,4048,0.0353742002678173,0.0365087040618956,0.968925114620479,0.0718829043297128,0.911878434298894,0.0124313140221152,2103219,1018,0.0126348280306628,2230,1715,2012,2023,3.7748,3.7178,115,104,0.0154670646496167,0.147727272727273,0.0454545454545455," Rap gangsta/Hardcore",0.25,0.0681818181818182,0.136363636363636,0.204545454545455,NA,0.0340909090909091,"Hardcore"
+"Ateyaba",3.80285541783571,135,7495,56314,4470,0.0254372019077901,0.0279849985732339,0.908958485069192,0.053422200481024,0.871222076215506,0.0162836949959158,2080402,2527,0.0135845438079341,2163,2126,2009,2024,3.7025,3.7811,188,201,0.0118443015946301,0.0962962962962963,NA," Rap gangsta/Hardcore",0.6,0.0148148148148148,0.0592592592592593,0.103703703703704,0.00740740740740741,0.00740740740740741,"Hardcore"
 "PLK",3.68836102979163,176,8291,92912,3749,0.0279454970273209,0.0317856894996183,0.879184861717613,0.0597311865269392,0.930493370070604,0.00649001205441708,2056480,2021,0.0105799035646633,2424,1984,2013,2024,3.7217,4.13360762234734,100,57,0.0116454279318064,0.153409090909091,0.0568181818181818,"Gangsta rap/Moula",0.0568181818181818,0.0511363636363636,0.102272727272727,0.403409090909091,NA,0.0284090909090909,"Gangsta"
 "Hugo TSR",3.8236640585983,75,7373,48056,4781,0.0277166054943833,0.0364141919697475,0.76114844227245,0.0641307974641308,0.935471117030132,0.00572249042783419,2031493,1831,0.016626435824871,2417,2318,2005,2023,3.8657,3.8859,81,36,0.0107999001165307,0.0266666666666667,0.213333333333333,"Egotrip/Méta-rap",0.0133333333333333,0.0133333333333333,0.306666666666667,0.0533333333333333,NA,0.173333333333333,"Egotrip"
 "Alpha Wann",3.90456073407831,74,7248,44028,4734,0.0304232140167679,0.0263065414930468,1.15648854961832,0.0567297555098148,0.904833287907695,0.00642772780957572,2025934,2849,0.017579721995094,2769,2542,2011,2020,3.9677,3.9184,71,64,0.0146270555101299,0.0810810810810811,0.0135135135135135,"Egotrip/Méta-rap",0.202702702702703,0.0135135135135135,0.418918918918919,0.148648648648649,NA,NA,"Egotrip"
+"Kalash Criminel",3.84269199009083,85,5512,46018,3702,0.0360594613158024,0.0488642496197812,0.737951807228916,0.0849237109355836,0.885870746229736,0.00819244643400409,2001749,1364,0.0158633578165066,2070,1892,2015,2024,3.956,3.5893,78,74,0.0106697379286366,0.0705882352941176,0.0235294117647059," Rap gangsta/Hardcore",0.188235294117647,0.0352941176470588,0.152941176470588,0.0705882352941176,NA,0.129411764705882,"Hardcore"
 "Koba LaD",3.56566690723553,113,5162,59581,2971,0.0261694767915678,0.0298821015267037,0.875757575757576,0.0560515783182715,0.926755173629177,0.0088451016263574,1858363,1432,0.0101878115506621,1771,1688,2017,2024,3.6179,3.8805,71,73,0.00657927862909317,0.106194690265487,0.0353982300884956,"Gangsta rap/Moula",NA,0.0353982300884956,NA,0.63716814159292,NA,NA,"Gangsta"
 "Sneazzy",3.78092329986544,91,7417,57966,4292,0.0315546289513721,0.0314419338479743,1.00358422939068,0.0629965627993464,0.918486699099472,0.00664182451782079,1724744,1565,0.0128868647137977,2550,1595,2010,2022,3.8448,3.7957,90,31,0.0142152296173619,0.142857142857143,0.0659340659340659,"Gangsta rap/Moula",0.0879120879120879,0.153846153846154,0.175824175824176,0.252747252747253,NA,0.032967032967033,"Gangsta"
 "Lorenzo",3.87666376228104,113,4472,33283,3697,0.0346877131443048,0.0282568449771022,1.22758620689655,0.062944558121407,0.925066850944927,0.00988492623862032,1724666,1583,0.0157738184658835,2159,1649,2016,2022,3.7747,3.8859,216,41,0.0150226842532224,0.247787610619469,0.0619469026548673,"Rap coquin",0.00884955752212389,0.0530973451327434,0.0530973451327434,0.20353982300885,NA,0.0176991150442478,"Rap coquin"
 "MC Solaar",4.04080936128718,152,9919,61530,5436,0.0338258164852255,0.0270217729393468,1.25179856115108,0.0608475894245723,0.919616447261498,0.00113765642775882,861644,1636,0.0267186738176499,2472,2738,1990,2024,4.0725,3.66074950690335,10,10,0.00820737851454575,0.118421052631579,0.171052631578947,"Egotrip/Méta-rap",0.0131578947368421,0.0526315789473684,0.184210526315789,0.0197368421052632,NA,0.0921052631578947,"Egotrip"
 "Heuss L’enfoiré",3.80071902654867,38,3181,18080,NA,0.0243307480610458,0.0298974230673005,0.813807531380753,0.0542281711283463,0.88429203539823,0.00868362831858407,833739,368,0.0183628318584071,2085,2037,2015,2024,3.7759,3.8478,99,74,0.00967920353982301,0.0789473684210526,NA,"Gangsta rap/Moula",0.0263157894736842,0.105263157894737,NA,0.631578947368421,NA,0.0263157894736842,"Gangsta"
 "Sinik",3.90631702301722,202,12449,135681,4284,0.0335959890980937,0.0437013377482409,0.768763402430307,0.0772973268463347,0.943765155032761,0.00549819060885459,833531,1433,0.0165609038848475,2260,2173,2000,2022,3.9716,3.7593,64,42,0.0082178049984891,0.0495049504950495,0.242574257425743,"Rap conscient",0.0198019801980198,0.0693069306930693,0.198019801980198,0.0297029702970297,NA,0.301980198019802,"Rap conscient"
+"Luv Resval",3.83631640054718,173,8599,86991,4025,0.0256328630367239,0.0264732847756329,0.968253968253968,0.0521061478123567,0.90276005563794,0.0102194479888724,752168,1654,0.0102654297571013,2039,2020,2014,2023,3.8651,3.9337,200,19,0.0181627984504144,0.179190751445087,0.0751445086705202," Rap gangsta/Hardcore",0.294797687861272,0.0578034682080925,0.0404624277456647,0.190751445086705,NA,NA,"Hardcore"
 "L’Entourage",3.88980441868888,37,6484,44176,4785,0.0303682911484296,0.0381841939698979,0.79531051964512,0.0685524851183274,0.935485331401666,0.00756066642520826,743257,697,0.0207126041289388,2655,2645,2011,2014,3.8663,3.7634,80,75,0.0102318000724375,0.108108108108108,0.189189189189189,"Egotrip/Méta-rap",NA,0.027027027027027,0.324324324324324,0.189189189189189,NA,0.027027027027027,"Egotrip"
 "Diam’s",3.71747858478396,101,6888,68993,3587,0.0360217489805165,0.0373961637214922,0.963247172859451,0.0734179127020088,0.959662574464076,0.00439174988766976,739625,637,0.013189743887061,2007,1918,1998,2022,3.817,3.74304,107,25,0.00845013262215007,0.118811881188119,0.356435643564356,"Rap poétique",NA,0.148514851485149,0.108910891089109,NA,NA,0.168316831683168,"Rap poétique"
 "Davodka",3.89046168913646,102,8572,65347,4875,0.0285240356469134,0.0404930722695635,0.704417670682731,0.069017107916477,0.941007238281788,0.00468269392627052,731980,1196,0.0175677536841783,2428,2563,2009,2023,3.6965,3.6162,45,39,0.0085849388648293,0.0490196078431373,0.333333333333333,"Rap poétique",NA,0.0196078431372549,0.215686274509804,0.00980392156862745,NA,0.215686274509804,"Rap poétique"
 "OBOY",3.66389121545056,51,2732,20297,NA,0.027265659706797,0.0305419813416259,0.892727272727273,0.0578076410484229,0.887224713011775,0.0087205005665862,545817,551,0.00891757402571809,1654,1620,2015,2023,3.6459,3.7038,124,49,0.0111839188057348,0.313725490196078,NA,"Rap coquin",0.215686274509804,0.0980392156862745,NA,0.294117647058824,NA,NA,"Rap coquin"
 "Therapie TAXI",3.83965287049399,76,2472,29960,2280,0.051623091770486,0.0476925776452009,1.08241353936718,0.099315669415687,0.951101468624833,0.00544058744993324,544118,545,0.0132510013351135,1310,1309,2016,2021,3.83,3.4958,57,64,0.00751001335113485,0.210526315789474,0.105263157894737,"Chansons d'amour",NA,0.618421052631579,NA,NA,NA,NA,"Chansons d'amour"
 "Naza",3.64543607216897,106,4486,48719,3006,0.0272108843537415,0.0321645436698169,0.845990063875089,0.0593754280235584,0.899156386625341,0.00736878835772491,528772,722,0.00950347913545023,1499,1441,2016,2024,3.7197,3.7394,73,29,0.00970873786407767,0.273584905660377,NA,"Rap coquin",0.113207547169811,0.150943396226415,0.0188679245283019,0.226415094339623,NA,NA,"Rap coquin"
+"Gazo",3.598078118277,36,2501,20917,NA,0.0235668091636523,0.0332675654938069,0.70840197693575,0.0568343746574592,0.872304823827509,0.00678873643447913,520539,397,0.0078405125017928,1541,1385,2017,2023,3.6268,3.85054466230937,49,82,0.00951379260888273,0.0833333333333333,NA," Rap gangsta/Hardcore",0.388888888888889,0.0833333333333333,NA,0.277777777777778,NA,NA,"Hardcore"
 "Suprême NTM",3.97124175606442,63,4933,35329,4098,0.0373230759984374,0.032875559695886,1.13528336380256,0.0701986356943234,0.94191740496476,0.00515157519318407,506316,649,0.024257691981092,2459,1921,1990,2001,4.301,3.9057,40,81,0.00690650740185117,0.0317460317460317,0.111111111111111,"Egotrip/Méta-rap",NA,0.0158730158730159,0.365079365079365,0.0158730158730159,0.0158730158730159,0.26984126984127,"Egotrip"
 "Zkr",3.66848416096413,102,8653,81981,4155,0.0324877038571059,0.0329148330313228,0.987023200943767,0.0654025368884287,0.942413486051646,0.00509874239152975,505233,589,0.0128810334101804,2088,2110,2018,2024,3.6256,3.98536139066789,58,49,0.0109903514228907,0.117647058823529,0.0686274509803922,"Gangsta rap/Moula",0.0588235294117647,0.0882352941176471,0.0490196078431373,0.186274509803922,NA,0.0686274509803922,"Gangsta"
 "4Keus",3.69795826536926,59,4171,35558,3368,0.0253437750508725,0.0293210828143306,0.864353312302839,0.0546648578652032,0.912143540131616,0.00624332077169695,502971,470,0.00936498115754542,1841,1796,2017,2021,3.69,3.6293080416778,60,57,0.00894313515945779,0.152542372881356,0.0508474576271186,"Gangsta rap/Moula",0.0847457627118644,0.0508474576271186,NA,0.389830508474576,NA,0.0338983050847458,"Gangsta"
 "Akhenaton",4.11620874373596,163,14715,104166,5678,0.0334492465640007,0.0381789203510515,0.876118189211168,0.0716281669150522,0.927596336616554,0.00432002764817695,394884,1304,0.0241633546454697,2761,2877,1995,2022,4.1115,4.1002,38,45,0.00726724651037767,0.0306748466257669,0.349693251533742,"Rap poétique",0.00613496932515337,0.0306748466257669,0.257668711656442,NA,NA,0.208588957055215,"Rap poétique"
 "Furax Barbarossa",3.85706071910894,129,10137,74787,5161,0.0284721538396613,0.0390366733720652,0.729369369369369,0.0675088272117265,0.950526160963804,0.00538863706259109,383047,1099,0.0154839744875446,2536,2638,2004,2023,3.8018,4.0004,73,43,0.00704667923569604,0.0387596899224806,0.271317829457364,"Rap poétique",NA,0.0465116279069767,0.131782945736434,0.10077519379845,NA,0.170542635658915,"Rap poétique"
 "Dry",3.84826353421859,64,5691,39160,4063,0.0290572711195756,0.0377091552169773,0.77056277056277,0.0667664263365528,0.938585291113381,0.00441777323799796,382445,443,0.0165474974463739,2232,2167,2008,2021,3.8078,3.70070648683365,27,52,0.0112870275791624,0.046875,0.25,"Rap poétique",0.015625,0.109375,0.15625,0.140625,NA,0.125,"Rap poétique"
+"Siboy",3.80731694309637,45,2868,18751,NA,0.0348573752396445,0.0445593446813455,0.782268578878748,0.07941671992099,0.917977707855581,0.0194122980107728,381966,650,0.0153058503546478,1998,1692,2014,2019,3.8207,4.55629139072848,216,173,0.0122660124793344,0.177777777777778,NA," Rap gangsta/Hardcore",0.488888888888889,0.0222222222222222,0.0888888888888889,0.0222222222222222,NA,NA,"Hardcore"
 "SDM",3.57536046139058,54,3540,31210,3042,0.0221470535873242,0.0253516111803454,0.873595505617977,0.0474986647676696,0.899871835950016,0.00650432553668696,378053,392,0.00695289971163089,1805,1606,2014,2023,3.6055,3.9564,91,53,0.00865107337391862,0.185185185185185,0.0925925925925926,"Gangsta rap/Moula",0.203703703703704,0.0185185185185185,NA,0.37037037037037,NA,NA,"Gangsta"
 "Lujipeka",3.66839471320416,88,4745,38965,3501,0.0332833991556584,0.0389486585864088,0.854545454545454,0.0722320577420673,0.94225587065315,0.00395226485307327,368008,1191,0.0108045682022328,1749,1999,2014,2023,3.6489,3.6964,39,32,0.00977800590273322,0.215909090909091,0.306818181818182,"Chansons d'amour",NA,0.352272727272727,NA,0.0454545454545455,NA,0.0113636363636364,"Chansons d'amour"
 "Shurik’n",4.00319622012229,66,6131,35980,4852,0.0355365204306054,0.0393274684569973,0.903605592347314,0.0748639888876027,0.960422456920511,0.00233463035019455,366453,484,0.0192051139521957,2637,2505,1997,2016,4.1416,4.20339912280702,33,13,0.00730961645358533,NA,0.454545454545455,"Rap poétique",NA,0.0606060606060606,0.151515151515152,NA,0.0151515151515152,0.196969696969697,"Rap poétique"
 "Franglish",3.6169028340081,91,3608,43472,2641,0.0373988782921093,0.0266987154635445,1.40077444336883,0.0640975937556538,0.890021163047479,0.00457765918292234,334927,437,0.00846521899153478,1447,1132,2013,2024,3.5701,3.8586,92,11,0.00878726536621273,0.230769230769231,0.043956043956044,"Chansons d'amour",0.0659340659340659,0.516483516483517,0.010989010989011,0.0549450549450549,NA,NA,"Chansons d'amour"
 "Fonky Family",3.87268284168267,69,7084,57290,4322,0.0408326953224689,0.043184221079879,0.945546644153651,0.0840169164023479,0.957549310525397,0.0073311223599232,334424,599,0.0166870308954442,2510,2050,1996,2006,4.0328,3.916,95,62,0.00745330773258858,0.0434782608695652,0.188405797101449,"Rap conscient",0.0144927536231884,NA,0.246376811594203,0.0434782608695652,NA,0.260869565217391,"Rap conscient"
 "Klub des Loosers",3.96524131032758,81,5442,39990,3994,0.0421537827676778,0.0317762785188237,1.32658022690438,0.0739300612865015,0.971092773193298,0.00247561890472618,329195,877,0.023330832708177,2318,2118,2002,2022,3.9954,4.2389,16,39,0.00747686921730433,0.111111111111111,0.493827160493827,"Rap poétique",NA,0.222222222222222,0.037037037037037,0.0123456790123457,NA,0.0493827160493827,"Rap poétique"
+"Benash",3.85581143647405,37,2639,16631,NA,0.0316300086384477,0.0444547810485747,0.711509715994021,0.0760847896870224,0.904876435572124,0.0128675365281703,328920,371,0.0135289519571884,1896,1753,2013,2023,3.8702,3.67320927861331,181,100,0.00655402561481571,0.135135135135135,0.135135135135135," Rap gangsta/Hardcore",0.189189189189189,0.162162162162162,NA,0.189189189189189,NA,0.027027027027027,"Hardcore"
 "Set&Match",3.84915596934217,39,4192,21267,NA,0.0376977108494618,0.031886401536207,1.18225039619651,0.0695841123856688,0.930502656698171,0.00865190200780552,321043,328,0.0160342314383787,2315,2314,2010,2015,NA,3.9172,77,77,0.00874594442093384,0.230769230769231,0.0769230769230769,"Egotrip/Méta-rap",0.102564102564103,0.102564102564103,0.230769230769231,0.102564102564103,NA,0.0256410256410256,"Egotrip"
 "Ridsa",3.72861052211892,115,4711,55179,2801,0.0395036967122857,0.0349417964448639,1.13055711873945,0.0744454931571496,0.921654977437068,0.00065242211710977,319990,334,0.0120516863299444,1719,1298,2010,2023,3.7239,3.7224,12,1,0.00686855506623897,0.260869565217391,0.0782608695652174,"Chansons d'amour",NA,0.617391304347826,0.00869565217391304,0.0173913043478261,NA,NA,"Chansons d'amour"
 "Bosh",3.87927631578947,60,4262,30400,3735,0.0309579002467659,0.0299484034995887,1.03370786516854,0.0609063037463546,0.879802631578947,0.0075328947368421,319734,450,0.0177631578947368,2174,1733,2015,2022,3.9397,3.6846,84,80,0.00924342105263158,0.15,NA,"Gangsta rap/Moula",0.133333333333333,0.05,NA,0.45,NA,0.0166666666666667,"Gangsta"
 "47ter",3.76173732031843,76,3957,35549,3204,0.0366239638281839,0.027852298417483,1.31493506493506,0.0644762622456669,0.933218937241554,0.00340375256687952,162131,564,0.0128554952319334,1901,1446,2016,2023,3.7141,3.7665,61,14,0.00784832203437509,0.0657894736842105,0.263157894736842,"Chansons d'amour",0.0131578947368421,0.473684210526316,0.105263157894737,NA,NA,0.0131578947368421,"Chansons d'amour"
 "Yaro",3.7479507634948,75,4593,36477,3623,0.0241972582574294,0.0277547765817156,0.87182320441989,0.051952034839145,0.893905748828029,0.0067165611207062,161846,371,0.0106368396523837,2067,1832,2013,2023,3.8764,3.6915,54,29,0.0106916687227568,0.24,0.12,"Gangsta rap/Moula",0.0533333333333333,0.0666666666666667,0.0133333333333333,0.386666666666667,NA,NA,"Gangsta"
 "GLK",3.75647866487142,129,6208,60159,3641,0.0287905756280162,0.035800135787291,0.804202972834444,0.0645907114153073,0.90588274406157,0.00452135175119267,161110,656,0.0114363603118403,2181,1724,2014,2024,3.9503,4.27848101265823,79,26,0.00807859173191044,0.170542635658915,0.062015503875969,"Gangsta rap/Moula",0.0310077519379845,0.0542635658914729,0.0155038759689922,0.426356589147287,NA,0.00775193798449612,"Gangsta"
+"667",3.98913316057845,17,2836,11963,NA,0.0227968025263989,0.0326655482088227,0.697885196374622,0.0554623507352216,0.847028337373569,0.0331856557719636,160032,233,0.0144612555379086,2429,2526,2014,2023,4.0289,3.8098,370,307,0.0251609128145114,NA,NA," Rap gangsta/Hardcore",1,NA,NA,NA,NA,NA,"Hardcore"
 "D. Ace",3.77743648576134,111,6673,54043,3851,0.0352103027812029,0.0293973734171021,1.19773635153129,0.064607676198305,0.945413837129693,0.00297910922783709,151211,606,0.0171160002220454,2400,2060,2016,2024,3.8489,3.6024,40,35,0.0116388801509909,0.126126126126126,0.135135135135135,"Egotrip/Méta-rap",0.018018018018018,0.126126126126126,0.261261261261261,0.018018018018018,NA,0.0900900900900901,"Egotrip"
 "Taïpan",3.87683559677597,78,5836,36228,4548,0.0427883499651891,0.0294731956370388,1.45177165354331,0.0722615456022279,0.951529203930661,0.00618306282433477,146254,453,0.0184939825549299,2536,2049,2009,2018,3.9268,4.0242,54,42,0.0120900960582975,0.141025641025641,0.17948717948718,"Rap poétique",NA,0.0769230769230769,0.115384615384615,0.0512820512820513,NA,0.153846153846154,"Rap poétique"
 "Spider ZED",3.6951287793953,59,2831,25004,2831,0.0484798000832986,0.0377342773844232,1.28476821192053,0.0862140774677218,0.960246360582307,0.00491921292593185,145736,586,0.0150775875859862,1687,1496,2015,2024,3.7765,3.98552548772813,63,33,0.0139577667573188,0.0847457627118644,0.440677966101695,"Rap poétique",NA,0.423728813559322,NA,NA,NA,NA,"Rap poétique"
 "Canardo",3.75059788179023,110,5407,52686,3463,0.032250097758752,0.0338142377904464,0.953743152769324,0.0660643355491984,0.922237406521657,0.00658618987966443,124956,417,0.0123182629161447,1973,1627,2010,2018,3.7984,3.7261,110,42,0.0105151273583115,0.145454545454545,0.245454545454545,"Rap poétique",0.0636363636363636,0.145454545454545,0.127272727272727,0.109090909090909,NA,0.0545454545454545,"Rap poétique"
 "Vin’s",3.80937780436733,92,6877,53488,4190,0.0339265519909529,0.0387476935896673,0.875576036866359,0.0726742455806202,0.942323511815734,0.00547786419383787,124641,340,0.0158166317678732,2060,2262,2013,2023,3.6908,3.7065,54,59,0.0083757104397248,0.108695652173913,0.293478260869565,"Rap poétique",NA,0.0869565217391304,0.152173913043478,0.0652173913043478,NA,0.173913043478261,"Rap poétique"
 "Scred Connexion",4.03518987919892,66,6844,43791,4609,0.0334271639690359,0.0390067356992058,0.856958762886598,0.0724338996682417,0.908588522755817,0.00296864652554178,120188,336,0.0247539448745176,2139,2486,1998,2020,3.902,3.7478,14,24,0.0120572720422005,0.0757575757575758,0.212121212121212,"Rap conscient",NA,0.0151515151515152,0.136363636363636,0.0606060606060606,NA,0.272727272727273,"Rap conscient"
+"Zuukou Mayzie",3.91881040892193,75,3550,26900,3339,0.0410608099309866,0.0292981466209471,1.40148148148148,0.0703589565519337,0.856468401486989,0.00869888475836431,120145,622,0.0156877323420074,1798,1765,2014,2022,3.9635,3.80675469781615,125,49,0.0217100371747212,0.226666666666667,0.0533333333333333," Rap gangsta/Hardcore",0.226666666666667,0.213333333333333,0.0133333333333333,0.0533333333333333,NA,NA,"Hardcore"
 "X-Men",3.84651198882595,38,4846,25774,4726,0.0300327705645663,0.0337661260214875,0.88943488943489,0.0637988965860538,0.93532241794056,0.00756576394816482,119118,285,0.0160239000543183,2641,2620,1996,2022,3.8485,3.9691,56,82,0.0128811981066191,0.0526315789473684,0.0526315789473684,"Egotrip/Méta-rap",NA,NA,0.473684210526316,0.0789473684210526,NA,0.184210526315789,"Egotrip"
 "Swagg Man",3.7992213570634,24,1762,10788,NA,0.0304504123493339,0.0337280609008247,0.90282131661442,0.0641784732501586,0.876714868372266,0.00565443084909158,118349,188,0.0153874675565443,1469,1468,2013,2018,NA,3.7585,48,48,0.00630329996292176,0.375,0.0416666666666667,"Rap coquin",0.0416666666666667,NA,NA,0.291666666666667,NA,NA,"Rap coquin"
 "High Five Crew",3.84869616173454,26,4004,17065,NA,0.0302577754691254,0.0393480942795922,0.768976897689769,0.0696058697487176,0.902490477585702,0.0060357456782889,118261,270,0.0170524465279812,2945,2478,2012,2017,3.8341,3.7692,80,48,0.0094345150893642,0.0769230769230769,0.346153846153846,"Egotrip/Méta-rap",NA,0.0384615384615385,0.346153846153846,NA,NA,NA,"Egotrip"
 "Salif",3.87572692402871,100,8327,64656,4518,0.0272287952007999,0.0381603066155641,0.71353711790393,0.0653891018163639,0.928142786439,0.00875402128186093,113450,586,0.0163789903489235,2263,2138,2000,2010,3.9548,3.8588,77,60,0.01212571145756,0.04,0.1,"Egotrip/Méta-rap",0.06,0.01,0.27,0.18,NA,0.17,"Egotrip"
 "L’Animalerie",3.85100173528948,23,5619,25356,5553,0.0298881282350977,0.0358574052429454,0.833527357392317,0.0657455334780431,0.944786243887048,0.00666508913077773,112791,229,0.0191670610506389,2834,2915,2010,2018,3.8333,3.7212,64,66,0.0139217542199085,NA,0.0434782608695652,"Egotrip/Méta-rap",NA,NA,0.739130434782609,NA,NA,0.130434782608696,"Egotrip"
 "Zikxo",3.79734896051346,98,7860,71670,4294,0.0293800539083558,0.0320455226115604,0.916822429906542,0.0614255765199161,0.931770615320218,0.00640435328589368,108275,609,0.0137295939723734,2453,2159,2017,2022,3.7211,3.7682119205298,84,69,0.00659969303753314,0.0612244897959184,0.173469387755102,"Gangsta rap/Moula",0.0102040816326531,0.0306122448979592,0.244897959183673,0.336734693877551,NA,0.0408163265306122,"Gangsta"
+"Alpha 5.20",3.96114491686369,116,6665,51602,4252,0.0239774633349103,0.0373317276676272,0.642281105990783,0.0613091910025375,0.901166621448781,0.0143792876245107,108230,574,0.0186426882678966,2182,2240,2003,2018,3.8987,3.67370046320124,115,183,0.0114530444556413,NA,0.0172413793103448," Rap gangsta/Hardcore",0.612068965517241,NA,0.0862068965517241,0.0172413793103448,NA,0.129310344827586,"Hardcore"
 "Senamo",3.65294695124168,49,4059,27503,3806,0.0314379442318207,0.0447941888619855,0.701830863121186,0.0762321330938061,0.931025706286587,0.00719921463113115,103571,321,0.0114532960040723,2482,1461,2011,2022,3.7813,3.9599,53,86,0.00785368868850671,0.122448979591837,0.326530612244898,"Rap poétique",NA,0.0816326530612245,0.102040816326531,0.0816326530612245,NA,0.0204081632653061,"Rap poétique"
 "R.E.D.K.",3.87666257786757,65,6547,41577,4774,0.0322955919172504,0.0397562024228017,0.81234096692112,0.0720517943400521,0.951030617889699,0.00404069557688145,102796,439,0.0194097698246627,2561,2402,2012,2023,3.9399,4.113,38,38,0.00690285494383914,0.0615384615384615,0.0615384615384615,"Egotrip/Méta-rap",NA,0.0153846153846154,0.446153846153846,0.0307692307692308,NA,0.215384615384615,"Egotrip"
 "Doums",3.68624232476138,34,2796,16449,NA,0.0230835946360664,0.0210821268930549,1.09493670886076,0.0441657215291214,0.911240804912153,0.00522828135448963,102552,359,0.0123411757553651,1913,1874,2011,2022,3.6809,3.9040706847586,57,38,0.0125843516323181,0.205882352941176,0.0294117647058824,"Gangsta rap/Moula",0.147058823529412,0.0588235294117647,0.0588235294117647,0.205882352941176,NA,0.0294117647058824,"Gangsta"
 "Darryl Zeuja",3.67560592459605,41,2698,17824,NA,0.0331109909260261,0.0225347034433027,1.46933333333333,0.0556456943693288,0.93362881508079,0.00342235188509874,90850,314,0.0133527827648115,2253,1161,2009,2021,3.7592,4.1249,48,17,0.00757405745062837,0.219512195121951,0.170731707317073,"Rap coquin",NA,0.146341463414634,0.170731707317073,0.0975609756097561,NA,NA,"Rap coquin"
 "Don Choa",3.89840629572508,39,4220,25287,4197,0.0352336370475633,0.0494859149042882,0.711993243243243,0.0847195519518515,0.946177877961008,0.0082651164630047,86420,217,0.0172025151263495,2333,2047,2002,2017,3.8896,3.8855,76,123,0.00794874836872701,0.0769230769230769,0.230769230769231,"Rap conscient",0.0256410256410256,0.0769230769230769,0.17948717948718,0.102564102564103,NA,0.230769230769231,"Rap conscient"
 "Lacraps",3.81377668120266,124,8753,69712,4565,0.0331651045421774,0.0436269922839743,0.760196905766526,0.0767920968261517,0.935118774386045,0.0063977507459261,86376,742,0.0149902455818224,2461,2140,2013,2022,3.7318,3.7437,47,112,0.00796132660087216,0.0161290322580645,0.314516129032258,"Rap poétique",NA,0.00806451612903226,0.233870967741935,0.0241935483870968,NA,0.225806451612903,"Rap poétique"
+"Black Kent",3.69019759118769,121,7936,69993,4249,0.0286014754855877,0.022466897178094,1.27304964539007,0.0510683726636817,0.896646807537897,0.00551483719800551,84912,527,0.00991527724200992,2327,2088,2009,2017,3.6524,4.14354380598645,60,25,0.0122297944080122,0.107438016528926,0.115702479338843," Rap gangsta/Hardcore",0.247933884297521,0.0413223140495868,0.12396694214876,0.0578512396694215,0.00826446280991736,0.0578512396694215,"Hardcore"
 "Fixpen Sill",3.95749771493091,60,6390,37198,4908,0.0345960024913652,0.0360964837778155,0.95843137254902,0.0706924862691807,0.949567181031238,0.00368299370933921,83591,474,0.0195978278402065,2838,2134,2011,2019,3.9862,4.0326,49,31,0.00844131404914243,0.0666666666666667,0.35,"Rap poétique",0.0333333333333333,0.0333333333333333,0.183333333333333,0.1,NA,0.0333333333333333,"Rap poétique"
 "Fayçal",4.5627857120338,62,7951,31719,6775,0.0351212193541787,0.0450779145497323,0.779122541603631,0.0801991339039111,0.924587786500205,0.00113496642390996,83334,567,0.0474794287335666,3436,3252,2006,2021,4.8267,4.1045,9,11,0.00501276837226899,0.0161290322580645,0.758064516129032,"Rap poétique",NA,NA,0.0806451612903226,NA,NA,0.0806451612903226,"Rap poétique"
 "Dibson",3.74593310619511,64,5752,41678,4098,0.0292758089368259,0.0373717061450471,0.783368273934312,0.066647515081873,0.918734104323624,0.0044147991746245,81321,220,0.0114208935169634,2264,2232,2013,2022,3.7281,3.939,56,38,0.0101012524593311,0.21875,0.25,"Rap poétique",0.046875,0.15625,0.03125,0.140625,NA,0.078125,"Rap poétique"
 "Lala &ce",3.69150147016978,66,3324,21086,NA,0.0252096079764333,0.0240199410831634,1.04952830188679,0.0492295490595966,0.837143128141895,0.0124253058901641,61463,481,0.00644977710329128,2048,1844,2015,2024,3.6691,3.45335515548282,129,118,0.0149862467988239,0.515151515151515,0.0151515151515152,"Rap coquin",0.151515151515152,0.136363636363636,0.0303030303030303,0.0606060606060606,NA,NA,"Rap coquin"
 "ISK",3.72832977007614,83,6252,53322,3964,0.0293980306567861,0.0340066998274287,0.864477611940298,0.0634047304842148,0.923727542102697,0.0020441843891827,60707,444,0.013221559581411,1767,2201,2018,2023,3.7474,3.522,13,21,0.00950827050748284,0.108433734939759,0.0963855421686747,"Gangsta rap/Moula",0.0120481927710843,0.036144578313253,0.072289156626506,0.289156626506024,NA,0.0602409638554217,"Gangsta"
 "So La Lune",3.54182738458853,121,5263,57295,3211,0.0271240674939073,0.0309006008966941,0.877784467188441,0.0580246683906015,0.938179596823458,0.00401431189458068,57836,1077,0.00628327079151758,1668,1708,2019,2023,3.5112,4.05355191256831,49,21,0.00951217383715857,0.148760330578512,0.223140495867769,"Chansons d'amour",0.00826446280991736,0.380165289256198,0.0165289256198347,0.0578512396694215,NA,0.0165289256198347,"Chansons d'amour"
+"Jorrdee",3.7138218189224,243,7866,88382,3365,0.0336671482089077,0.0340711539874146,0.988142292490119,0.0677383021963223,0.924192708922631,0.018420040279695,57205,1246,0.0114729243511122,1896,1755,2011,2022,3.8242,4.046875,248,93,0.0173451607793442,0.267489711934156,0.0452674897119342," Rap gangsta/Hardcore",0.271604938271605,0.111111111111111,0.0205761316872428,0.131687242798354,NA,0.00411522633744856,"Hardcore"
 "Orties",3.96054646095866,24,1955,8491,NA,0.0394702674629966,0.028434172942093,1.38812785388128,0.0679044404050896,0.907078082675774,0.00329760923330585,55668,136,0.0140148392415499,1495,1494,2010,2016,NA,4.05759162303665,18,18,0.0061241314332823,0.333333333333333,0.166666666666667,"Chansons d'amour",NA,0.333333333333333,NA,0.0416666666666667,NA,NA,"Chansons d'amour"
 "Roshi",3.7308624077218,93,6091,52423,3795,0.032746553552492,0.036542948038176,0.89611143354614,0.0692895015906681,0.899414379184709,0.00713427312439197,55595,704,0.00843141369246323,1963,1936,2016,2023,3.7662,3.99216837983358,102,26,0.0166720714190336,0.10752688172043,0.0752688172043011,"Gangsta rap/Moula",0.10752688172043,0.032258064516129,0.021505376344086,0.462365591397849,NA,0.010752688172043,"Gangsta"
 "Lesram",3.64311823181772,46,4459,29273,4076,0.0248901903367496,0.0287335285505124,0.86624203821656,0.0536237188872621,0.933283230280463,0.00546578758582995,54343,378,0.00994090117172821,2188,2039,2011,2024,3.6592,3.8046,40,59,0.0170122638608957,0.0869565217391304,0.0217391304347826,"Gangsta rap/Moula",NA,NA,NA,0.695652173913043,NA,NA,"Gangsta"
 "Limsa d’Aulnay",3.73396391662288,51,4660,28545,4200,0.0339106166609321,0.0356309974385442,0.951716738197425,0.0695416140994762,0.916342616920652,0.00602557365563146,40976,344,0.0134874759152216,2585,1845,2013,2023,3.7897,3.6602,98,25,0.0142231564196882,0.137254901960784,0.0980392156862745,"Egotrip/Méta-rap",0.0392156862745098,0.0196078431372549,0.294117647058824,0.0980392156862745,NA,0.0196078431372549,"Egotrip"
 "Busta Flex",3.74859164897381,127,8078,70650,3978,0.0328645817093324,0.0322253749493312,1.01983551040155,0.0650899566586636,0.907883934890304,0.006482661004954,40669,424,0.0144656758669498,2247,2153,1998,2021,3.6913,3.9795,51,85,0.0154140127388535,0.110236220472441,0.0708661417322835,"Egotrip/Méta-rap",0.0866141732283465,0.0078740157480315,0.503937007874016,0.047244094488189,NA,0.031496062992126,"Egotrip"
 "Kerchak",3.57159187406101,52,3588,30618,3147,0.0241278002203452,0.032427469702534,0.7440543601359,0.0565552699228792,0.889346136259716,0.00842641583382324,40605,262,0.00973283689333072,1781,1850,2021,2024,3.4787,3.46153846153846,89,82,0.00934091057547848,0.0769230769230769,NA,"Gangsta rap/Moula",0.0192307692307692,NA,NA,0.596153846153846,NA,NA,"Gangsta"
+"3010",3.78676456655613,219,10576,105550,4234,0.0286077361765435,0.0279568559385073,1.02328159645233,0.0565645921150508,0.917025106584557,0.0103079109426812,40554,856,0.0145239223117006,2145,2002,2009,2022,3.7848,3.9967,51,58,0.0106774040738986,0.155251141552511,0.132420091324201," Rap gangsta/Hardcore",0.178082191780822,0.0502283105022831,0.105022831050228,0.123287671232877,NA,0.0228310502283105,"Hardcore"
+"Benjamin Epps",3.83645735707591,38,3830,21340,NA,0.0287627453964389,0.0317049662659159,0.9072,0.0604677116623548,0.923758200562324,0.0118088097469541,39771,366,0.0164948453608247,2184,2254,2020,2024,3.8364,3.5658,142,106,0.0104967197750703,NA,0.131578947368421," Rap gangsta/Hardcore",0.552631578947368,0.0263157894736842,0.0789473684210526,0.105263157894737,NA,0.0526315789473684,"Hardcore"
 "Kohndo",4.05165289256198,69,5928,35332,4896,0.0338807785888078,0.0403284671532847,0.840120663650075,0.0742092457420925,0.930601154760557,0.00251896297973508,38701,241,0.0200101890637383,2588,2098,2003,2022,4.2116,3.8174,34,6,0.00868900713234462,0.0434782608695652,0.36231884057971,"Rap poétique",NA,0.0869565217391304,0.130434782608696,0.0434782608695652,NA,0.217391304347826,"Rap poétique"
 "Nick Conrad",3.98536139066789,17,2142,8744,NA,0.0406473466315393,0.0396437084431063,1.0253164556962,0.0802910550746456,0.911596523330284,0.00457456541628545,38539,79,0.0273330283623056,1587,1586,2018,2021,NA,3.8219,27,27,0.00583257090576395,0.0588235294117647,0.0588235294117647,"Rap conscient",0.176470588235294,0.0588235294117647,0.0588235294117647,0.0588235294117647,NA,0.352941176470588,"Rap conscient"
 "JeanJass",3.80497272345783,43,3247,19064,NA,0.0466498458088029,0.0289879450518643,1.60928433268859,0.0756377908606672,0.935532941670164,0.0086550566512799,38146,499,0.0114876206462442,2126,2170,2014,2022,3.8246,3.59370314842579,91,86,0.0152119177507344,0.255813953488372,0.209302325581395,"Rap coquin",NA,0.0697674418604651,0.0697674418604651,0.0930232558139535,NA,0.0465116279069767,"Rap coquin"
 "Veazy",3.62304483837331,11,877,3836,NA,0.0299265951439864,0.0352907961603614,0.848,0.0652173913043478,0.923357664233577,0.00651720542231491,34231,38,0.00573514077163712,878,877,2014,2015,NA,3.6772,23,23,0.016162669447341,0.272727272727273,0.0909090909090909,"Gangsta rap/Moula",0.0909090909090909,NA,NA,0.363636363636364,NA,NA,"Gangsta"
 "Beendo Z",3.57548895455185,51,4366,35535,3570,0.0269451920724248,0.0251712747736726,1.07047387606318,0.0521164668460974,0.920106936822851,0.00661319825524131,34127,295,0.00953989024905023,2090,1815,2020,2023,3.6342,4.01747678864009,113,36,0.0138455044322499,0.0588235294117647,NA,"Gangsta rap/Moula",0.0588235294117647,NA,0.117647058823529,0.568627450980392,NA,0.0196078431372549,"Gangsta"
 "Joey Starr",3.94296857752594,30,2764,13589,NA,0.0306003270263957,0.0341820446936074,0.895216400911162,0.0647823717200031,0.945102656560453,0.00566634778129369,33809,144,0.0219295018029288,2132,2287,2002,2020,3.9033,3.7517,62,54,0.00838913827360365,0.0333333333333333,0.0666666666666667,"Rap conscient",NA,0.1,0.133333333333333,NA,NA,0.366666666666667,"Rap conscient"
+"Retro X",3.79527326440177,148,5508,54160,3432,0.0287423339379805,0.0271875269931761,1.0571882446386,0.0559298609311566,0.855022156573117,0.0206979320531758,33650,645,0.0094903988183161,1775,1948,2014,2023,3.7167,3.6168,201,165,0.0141617429837518,0.108108108108108,0.0337837837837838," Rap gangsta/Hardcore",0.527027027027027,0.0540540540540541,NA,0.0878378378378378,NA,0.00675675675675676,"Hardcore"
 "Casey (FRA)",4.15293736100815,47,5136,21584,NA,0.0288928416903034,0.0480265371857122,0.601601601601602,0.0769193788760156,0.963723128243143,0.0049110452186805,32900,187,0.027844699777613,2731,2932,2006,2020,4.1431,3.8145,42,53,0.00449406968124537,0.0212765957446809,0.212765957446809,"Rap conscient",NA,0.0212765957446809,0.191489361702128,NA,NA,0.25531914893617,"Rap conscient"
 "Dr Bériz",4.0081722144708,23,1630,10034,NA,0.0442518248175182,0.0364963503649635,1.2125,0.0807481751824818,0.873828981463026,0.00588000797289217,32472,123,0.0125573051624477,1621,1620,2014,2020,NA,3.6692,59,59,0.00568068566872633,0.217391304347826,0.217391304347826,"Chansons d'amour",0.0434782608695652,0.260869565217391,NA,0.0434782608695652,NA,0.0434782608695652,"Chansons d'amour"
 "Bouga",3.89988938053097,4,622,1808,NA,0.0411471321695761,0.0311720698254364,1.32,0.0723192019950125,0.88716814159292,0.00719026548672566,32260,11,0.019358407079646,623,622,2000,2007,NA,3.91711100339312,13,13,0.0176991150442478,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
 "Diamond Deuklo",3.89290720493412,23,1729,7134,NA,0.0285306704707561,0.0312252337929941,0.913705583756345,0.0597559042637502,0.884356602186712,0.00182225960190636,28681,116,0.0211662461452201,1465,1464,2015,2021,NA,3.84345898004435,10,10,0.0103728623493131,0.130434782608696,0.173913043478261,"Chansons d'amour",NA,0.173913043478261,NA,0.130434782608696,NA,NA,"Chansons d'amour"
 "Kalif Hardcore",3.94110107030699,38,3025,15603,NA,0.0242044940431307,0.0285024883124717,0.849206349206349,0.0527069823556025,0.849964750368519,0.00519130936358393,28497,119,0.0146125745049029,2138,2121,2011,2016,3.9738,3.76576576576577,66,62,0.0084599115554701,0.131578947368421,0.0526315789473684,"Gangsta rap/Moula",0.0263157894736842,0.0789473684210526,0.157894736842105,0.342105263157895,NA,NA,"Gangsta"
 "Dicidens",3.90756865371735,15,2059,8958,NA,0.0291987853305303,0.0356225181032469,0.819672131147541,0.0648213034337771,0.955793703951775,0.00491181067202501,28328,91,0.0269033266354097,1881,1880,2000,2015,NA,3.89988938053097,36,36,0.00770261219022103,NA,0.133333333333333,"Egotrip/Méta-rap",NA,NA,0.333333333333333,NA,0.0666666666666667,0.266666666666667,"Egotrip"
+"Prince Waly",4.0049410264584,30,2583,12548,NA,0.0370881490426082,0.0270829739520442,1.36942675159236,0.0641711229946524,0.923971947720752,0.0047019445329933,28162,255,0.0204016576346828,2116,2185,2017,2023,3.9665,3.8529,45,47,0.0131495058973542,0.133333333333333,0.133333333333333," Rap gangsta/Hardcore",0.2,0.133333333333333,0.1,0.1,NA,0.0333333333333333,"Hardcore"
 "Moha MMZ",3.54126055880442,26,1841,12312,NA,0.0304212860310421,0.0326385809312639,0.932065217391304,0.063059866962306,0.915773229369721,0.00259909031838856,27955,206,0.0108024691358025,1490,1530,2020,2023,3.4843,4.19876733436055,28,24,0.0120207927225471,0.346153846153846,0.269230769230769,"Rap coquin",NA,0.0769230769230769,NA,0.0769230769230769,NA,NA,"Rap coquin"
 "Mo’vez Lang",3.86243799119336,30,3373,17941,NA,0.0320269950272318,0.040966137816718,0.781791907514451,0.0729931328439498,0.94153057243186,0.00752466417702469,27074,151,0.0166657376957806,2243,2182,1995,2016,3.8993,3.82508960573477,81,73,0.00964271779722423,0.1,0.2,"Rap poétique",0.0333333333333333,NA,0.133333333333333,0.0333333333333333,0.1,0.166666666666667,"Rap poétique"
 "Ixzo",3.83072935416517,25,2435,13889,NA,0.0212483399734396,0.0415836653386454,0.510978043912176,0.062832005312085,0.867449060407517,0.00532795737634099,27039,201,0.0154798761609907,1936,1968,2013,2017,3.862,3.7616,51,58,0.017639858881129,NA,0.08,"Gangsta rap/Moula",0.08,NA,0.16,0.48,NA,0.12,"Gangsta"
 "VII",4.33466830162784,184,14396,88891,6284,0.0287394173083141,0.0427977822749644,0.671516508114158,0.0715371995832784,0.939453937968973,0.00292493053289984,24564,857,0.0402740434914671,3006,2735,2008,2024,4.2357,3.90338812479034,32,27,0.00763856858399613,0.00543478260869565,0.391304347826087,"Rap poétique",NA,0.233695652173913,0.0434782608695652,0.00543478260869565,NA,0.190217391304348,"Rap poétique"
 "Zesau",4.00060714285714,56,5198,28000,4878,0.0243490838958534,0.0376888460302154,0.646055437100213,0.0620379299260688,0.888857142857143,0.00685714285714286,24376,276,0.0180357142857143,2443,2165,2008,2022,3.8379,4.3021,70,61,0.012,0.0714285714285714,0.25,"Rap poétique",0.107142857142857,NA,0.214285714285714,0.0714285714285714,0.0178571428571429,0.0892857142857143,"Rap poétique"
 "Moha K",3.66009272714691,30,1822,14451,NA,0.0407695831424645,0.038021071919377,1.07228915662651,0.0787906550618415,0.906373261365995,0.00525915161580513,23873,102,0.00830392360390284,1405,1417,2019,2024,3.6087,3.85630153121319,65,60,0.00878831914746384,0.366666666666667,NA,"Chansons d'amour",NA,0.533333333333333,NA,0.0666666666666667,NA,NA,"Chansons d'amour"
+"Green Money",3.82054892660392,107,5018,40479,3715,0.0323981295925184,0.0319527944778446,1.01393728222997,0.0643509240703629,0.887571333283925,0.0107463129029867,23705,381,0.0134884755058178,2046,1980,2007,2021,3.6977,4.519,142,72,0.00711480026680501,0.0560747663551402,0.11214953271028," Rap gangsta/Hardcore",0.392523364485981,0.0841121495327103,0.0186915887850467,0.0934579439252336,0.00934579439252336,0.0560747663551402,"Hardcore"
 "Abou Tall",3.66345007047598,52,3466,27669,3242,0.0463571042262227,0.0355790774936259,1.30293159609121,0.0819361817198486,0.935559651595649,0.00722830604647801,23576,249,0.012504969460407,1861,1581,2009,2023,3.723,3.6906,110,46,0.00755357981856952,0.173076923076923,0.134615384615385,"Chansons d'amour",0.134615384615385,0.25,0.0192307692307692,0.115384615384615,NA,NA,"Chansons d'amour"
 "Worms-T",3.90358096691557,39,3521,18347,NA,0.0287410184317401,0.0386129334582943,0.744336569579288,0.0673539518900344,0.872349702948711,0.00959284896713359,23096,214,0.0119365563852401,2273,2340,2010,2020,3.8913,3.96054646095866,86,105,0.013026652858778,NA,0.205128205128205,"Gangsta rap/Moula",0.0512820512820513,0.0256410256410256,0.0769230769230769,0.41025641025641,0.0256410256410256,0.0256410256410256,"Gangsta"
 "Thabiti",3.88105613945142,34,3008,15604,NA,0.0224442736356649,0.0226748654880861,0.989830508474576,0.045119139123751,0.83376057421174,0.00429377082799282,23088,101,0.0140989489874391,2171,2154,2016,2023,3.9441,3.18639053254438,60,36,0.0115995898487567,0.205882352941176,0.0294117647058824,"Gangsta rap/Moula",0.0294117647058824,0.0294117647058824,NA,0.5,NA,0.0294117647058824,"Gangsta"
 "USKY",3.89891267414203,73,3443,23544,NA,0.0411196075602366,0.0417448179675852,0.985023041474654,0.0828644255278219,0.88315494393476,0.00734794427454978,22803,301,0.0153754672103296,2090,1759,2016,2023,4.0068,3.9514,94,52,0.0104060482500849,0.219178082191781,0.0821917808219178,"Chansons d'amour",NA,0.452054794520548,0.0273972602739726,0.0958904109589041,NA,NA,"Chansons d'amour"
 "Bekar",3.88839034118004,89,6002,46134,4002,0.0316945107398568,0.0339856801909308,0.932584269662921,0.0656801909307876,0.90822386959726,0.00346815797459574,22685,494,0.016105258594529,2389,1912,2015,2023,3.9756,3.7389,47,27,0.00949408245545585,0.134831460674157,0.460674157303371,"Rap poétique",NA,0.123595505617978,0.0337078651685393,0.0674157303370786,NA,0.0337078651685393,"Rap poétique"
+"Jack Uzi",3.70710761351571,87,4150,32022,3552,0.0256176281726317,0.042684781506641,0.600158353127474,0.0683024096792727,0.924020985572419,0.0164262069826994,22328,238,0.0149896945849728,1891,1979,2018,2023,3.7127,3.6562,148,110,0.0080569608394229,0.0804597701149425,NA," Rap gangsta/Hardcore",0.482758620689655,NA,0.0459770114942529,0.0804597701149425,NA,0.0229885057471264,"Hardcore"
 "100 Blaze",3.72411260709914,51,3703,28595,3347,0.0257550268364976,0.0329247776976688,0.782238442822384,0.0586798045341665,0.873089700996678,0.00804336422451478,22314,252,0.0102115754502535,2060,1630,2015,2023,3.8223,4.09427828348505,98,88,0.0132540653960483,0.176470588235294,0.0196078431372549,"Gangsta rap/Moula",0.176470588235294,NA,0.0980392156862745,0.333333333333333,NA,NA,"Gangsta"
 "Kemmler",3.7573597359736,60,4742,30300,4210,0.0395354583642204,0.0452186805040771,0.87431693989071,0.0847541388682975,0.934950495049505,0.00646864686468647,21405,237,0.0125412541254125,2184,2336,2016,2022,3.7141,3.5194,56,79,0.0145874587458746,0.183333333333333,0.233333333333333,"Chansons d'amour",NA,0.4,0.116666666666667,NA,NA,NA,"Chansons d'amour"
 "KDD",4.1816574815431,32,4369,19234,NA,0.032503071596113,0.0430581927845415,0.754863813229572,0.0755612643806545,0.930955599459291,0.00462722262659873,21176,121,0.020588541125091,989,988,1996,1998,NA,3.8687,10,10,0.0105022356244151,0.0625,0.125,"Rap conscient",NA,0.03125,0.15625,0.0625,NA,0.3125,"Rap conscient"
 "MC Circulaire",3.67358099189138,19,2458,10606,NA,0.0229278685198336,0.0336816475601096,0.680722891566265,0.0566095160799432,0.929379596454837,0.0170658118046389,15033,83,0.0147086554780313,2005,2004,2007,2023,NA,3.8273,109,109,0.0110314916085235,NA,0.157894736842105,"Egotrip/Méta-rap",NA,NA,0.578947368421053,0.105263157894737,NA,NA,"Egotrip"
 "TTC",4.22700109760559,44,5343,24599,NA,0.0452220263938443,0.0334436659072347,1.35218508997429,0.078665692301079,0.945688849140209,0.00646367738525956,14945,213,0.0406520590267897,3097,2469,1999,2006,4.4842,3.9722,72,64,0.00772389121509004,0.272727272727273,0.227272727272727,"Rap coquin",NA,0.0909090909090909,0.181818181818182,0.0454545454545455,NA,0.0909090909090909,"Rap coquin"
 "Lil Baby",3.59623430962343,4,176,478,NA,0.032258064516129,0.0387096774193548,0.833333333333333,0.0709677419354839,0.324267782426778,0.0188284518828452,14883,28,0,177,176,2017,2017,NA,3.7114,9,9,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"Morsay",3.90338812479034,17,1657,8943,NA,0.0217123118677523,0.0606957809030348,0.357723577235772,0.0824080927707871,0.906407245890641,0.0235938723023594,14249,76,0.014760147601476,1150,1149,2008,2017,NA,3.8729,170,170,0.0117410265011741,0.0588235294117647,NA," Rap gangsta/Hardcore",0.117647058823529,0.0588235294117647,0.117647058823529,0.117647058823529,NA,NA,"Hardcore"
 "Rocé (FRA)",4.24154300898695,61,6403,33493,5300,0.0387911878610882,0.0380928195035236,1.01833333333333,0.0768840073646118,0.940554742782074,0.00292598453408175,14166,236,0.0294091302660257,2563,2847,1997,2023,4.2163,3.8654,22,16,0.00588182605320515,0.0163934426229508,0.278688524590164,"Rap conscient",NA,0.0327868852459016,0.19672131147541,NA,NA,0.426229508196721,"Rap conscient"
 "Hös Copperfield",3.8017523211717,12,1526,7647,NA,0.0445986124876115,0.026900750389353,1.65789473684211,0.0714993628769645,0.923630181770629,0.00235386426049431,13311,63,0.011246240355695,1527,1526,2019,2023,NA,3.80798548094374,18,18,0.00954622727867138,0.25,0.333333333333333,"Gangsta rap/Moula",NA,0.0833333333333333,NA,0.333333333333333,NA,NA,"Gangsta"
 "Caribbean Dandee",4.05740253527864,11,1241,4181,NA,0.0240834894300241,0.0331816965480332,0.725806451612903,0.0572651859780573,0.893805309734513,0.00430519014589811,13283,31,0.0203300645778522,1242,1241,2015,2015,NA,4.0544,18,18,0.0100454436737623,NA,0.0909090909090909,"Egotrip/Méta-rap",NA,0.0909090909090909,0.272727272727273,NA,NA,0.272727272727273,"Egotrip"
 "Ruby Nikara",4.05355191256831,2,381,915,NA,0.0192061459667093,0.0332906530089629,0.576923076923077,0.0524967989756722,0.853551912568306,0.00765027322404372,10455,11,0.0426229508196721,229,228,2019,2019,NA,3.5735,5,5,0.00546448087431694,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
 "Svinkels",3.89971810157586,86,9258,64917,4876,0.0257014458115227,0.0343359197482033,0.748529411764706,0.060037365559726,0.91521481276091,0.00760971702327588,10250,311,0.0213195310935502,2460,2611,1997,2021,3.9007,3.8246,41,57,0.0112605326801916,0.104651162790698,0.0581395348837209,"Egotrip/Méta-rap",0.104651162790698,0.0348837209302326,0.209302325581395,0.0930232558139535,NA,0.0581395348837209,"Egotrip"
 "масло чёрного тмина (maslo chyornogo tmina)",4.14432989690722,1,89,194,NA,0,0,NA,0,0.15979381443299,0.00515463917525773,9931,8,0.0257731958762887,90,89,2018,2018,NA,3.6908,1,1,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"Jonathan Cohen",4.19876733436055,3,188,649,NA,0.0282861896838602,0.123128119800333,0.22972972972973,0.151414309484193,0.926040061633282,0.0416024653312789,9112,13,0.00924499229583975,189,188,2020,2023,NA,3.5396,27,27,0.00308166409861325,NA,NA," Rap gangsta/Hardcore",0.666666666666667,0.333333333333333,NA,NA,NA,NA,"Hardcore"
 "Dala",3.78002209247278,15,1782,6337,NA,0.0310759834740435,0.0398778516256512,0.779279279279279,0.0709538350996946,0.878491399715954,0.00568092157172163,8779,52,0.00962600599652833,1783,1782,2021,2022,NA,3.72863666014351,36,36,0.018305191731103,NA,NA,"Gangsta rap/Moula",0.0666666666666667,NA,0.0666666666666667,0.333333333333333,NA,NA,"Gangsta"
 "Mike Lucazz",4.11821195838573,21,2349,8747,NA,0.032789009849663,0.0524883359253499,0.624691358024691,0.085277345775013,0.882131016348462,0.00605922030410426,8576,86,0.0204641591402767,1499,1498,2012,2017,NA,3.6488,30,30,0.00743111924088259,NA,0.0952380952380952,"Egotrip/Méta-rap",0.0476190476190476,0.0476190476190476,0.285714285714286,0.142857142857143,0.0476190476190476,0.142857142857143,"Egotrip"
 "Dadoo",3.87392506142506,22,2987,13024,NA,0.0324915686435798,0.0287077403964794,1.13180515759312,0.0611993090400592,0.93343058968059,0.00552825552825553,8533,71,0.0139742014742015,2378,2435,2001,2006,3.8657,3.7752,43,58,0.00760135135135135,0.227272727272727,0.0454545454545455,"Rap coquin",NA,0.0909090909090909,0.181818181818182,0.0909090909090909,NA,0.0909090909090909,"Rap coquin"
 "Tepa",4.04203888596952,9,1248,3806,NA,0.0237503452085059,0.0325876829605081,0.728813559322034,0.0563380281690141,0.95139253809774,0.00367840252233316,0,15,0.0320546505517604,588,587,1997,2011,NA,3.9256,1,1,0.0091960063058329,NA,0.111111111111111,"Rap conscient",NA,NA,NA,NA,NA,0.444444444444444,"Rap conscient"
 "Snifeur baby",4.07893131633524,21,2041,8197,NA,0.0416608610840184,0.0424968649853699,0.980327868852459,0.0841577260693883,0.875564230816152,0.00902769305843601,0,21,0.0172014151518848,1213,1212,1997,2018,NA,4.04203888596952,33,33,0.00902769305843601,0.0952380952380952,0.142857142857143,"Egotrip/Méta-rap",0.0952380952380952,0.142857142857143,0.238095238095238,NA,NA,0.0952380952380952,"Egotrip"
 "Lord Kossity",3.79499460334593,28,2885,14824,NA,0.025081954715255,0.032476938324312,0.772300469483568,0.057558893039567,0.884848893685915,0.00398003237992445,0,46,0.0213842417701025,2229,2411,1997,2010,3.7387,4.07893131633524,33,51,0.0130194279546681,0.285714285714286,0.0714285714285714,"Rap coquin",0.107142857142857,0.142857142857143,0.142857142857143,0.0714285714285714,NA,0.107142857142857,"Rap coquin"
+"Fuckly",3.63226045135035,7,1544,5406,NA,0.0221437740693196,0.0304878048780488,0.726315789473684,0.0526315789473684,0.576396596374399,0.00517943026267111,0,13,0.0155382907880133,1212,1211,1997,2004,NA,3.7979,25,25,0.00573436921938587,0.285714285714286,NA," Rap gangsta/Hardcore",0.285714285714286,NA,0.142857142857143,0.142857142857143,NA,NA,"Hardcore"
 "Explicit Samouraï",4.12822675889995,11,1723,5927,NA,0.025462962962963,0.0480324074074074,0.530120481927711,0.0734953703703704,0.874641471233339,0.0099544457567066,0,37,0.0207524886114392,771,770,1998,2005,NA,3.953,16,16,0.00776109330183904,0.0909090909090909,0.0909090909090909,"Egotrip/Méta-rap",NA,0.181818181818182,0.454545454545455,NA,NA,0.0909090909090909,"Egotrip"
 "Hamed Däye",4.80464480874317,1,387,732,NA,0.0238907849829352,0.0563139931740614,0.424242424242424,0.0802047781569966,0.800546448087432,0.00819672131147541,0,4,0.0614754098360656,388,387,1998,1998,NA,4.0372,6,6,0.0136612021857923,NA,1,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "K-Rhyme Le Roi",4.00559284116331,4,965,2682,NA,0.038476639183353,0.0427954456223007,0.89908256880734,0.0812720848056537,0.949664429530201,0.00484712900820283,0,10,0.017524235645041,784,783,1998,2008,NA,4.80464480874317,13,13,0.00559284116331096,0.25,0.5,"Rap poétique",NA,NA,0.25,NA,NA,NA,"Rap poétique"
 "Humphrey",3.59381514940931,20,966,5756,NA,0.0448108980103961,0.0302921670550278,1.4792899408284,0.0751030650654239,0.969249478804725,0,0,29,0.00573314801945796,797,796,2004,2009,NA,3.8258,0,0,0.00451702571230021,0.05,0.4,"Chansons d'amour",NA,0.55,NA,NA,NA,NA,"Chansons d'amour"
 "OGB",3.926395746297,20,2974,13165,NA,0.0391108139729233,0.0381079725890022,1.02631578947368,0.0772187865619255,0.908925180402583,0.00288644132168629,0,79,0.0194454994303076,2337,2354,2004,2011,3.8709,3.7789,32,35,0.00934295480440562,0.05,0.4,"Rap poétique",NA,0.05,0.25,0.1,NA,0.05,"Rap poétique"
 "Sir Samuel",3.75813191315035,29,2171,12205,NA,0.0427290311236153,0.0377176015473888,1.13286713286713,0.080446632671004,0.931913150348218,0.000655469070053257,0,55,0.0133551823023351,1930,1841,2004,2023,3.78,3.8978,7,8,0.00868496517820565,0.103448275862069,0.172413793103448,"Chansons d'amour",NA,0.379310344827586,0.103448275862069,NA,NA,0.103448275862069,"Chansons d'amour"
+"Ghetto Fabulous Gang",3.86592266582836,16,1460,6362,NA,0.0264643613267466,0.0331686661961891,0.797872340425532,0.0596330275229358,0.890914806664571,0.0100597296447658,0,47,0.0155611442942471,767,766,2005,2013,NA,4.004,18,18,0.0166614272241434,NA,NA," Rap gangsta/Hardcore",0.4375,NA,0.0625,0.0625,NA,NA,"Hardcore"
 "Noyau Dur",3.96839128264848,14,2470,12022,NA,0.024504186866461,0.0451300132216836,0.54296875,0.0696342000881446,0.943686574613209,0.00890034935950757,0,27,0.0158043586757611,2051,2158,2005,2005,3.9272,3.86592266582836,81,90,0.00507403094327067,0.0714285714285714,0.0714285714285714,"Egotrip/Méta-rap",NA,NA,0.357142857142857,NA,NA,0.214285714285714,"Egotrip"
 "Prisco Zbeul",4.2,1,10,10,NA,0,0,NA,0,0.9,0,0,4,0,11,10,2005,2005,NA,4.1044,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Piloophaz",4.3228051391863,28,3623,11208,NA,0.0396779200620877,0.0515133876600698,0.770244821092279,0.0911913077221575,0.919700214132762,0.00383654532476802,0,34,0.0342612419700214,944,943,2005,2012,NA,4.1551,8,8,0.00571020699500357,NA,0.464285714285714,"Rap poétique",NA,0.142857142857143,0.178571428571429,NA,NA,NA,"Rap poétique"
 "Cuizinier",3.70009177118385,31,2621,16345,NA,0.0425252385562163,0.0259991702392477,1.63563829787234,0.068524408795464,0.884796573875803,0.00477210156011013,0,71,0.0153563780972775,2083,1689,2005,2020,3.6801,3.7644,43,53,0.0109513612725604,0.290322580645161,0.032258064516129,"Rap coquin",0.032258064516129,0.225806451612903,0.129032258064516,0.0967741935483871,NA,NA,"Rap coquin"
 "Charly Greane",3.79725609756098,2,290,656,NA,0.0246710526315789,0.0427631578947368,0.576923076923077,0.0674342105263158,0.926829268292683,0.00304878048780488,0,4,0.0228658536585366,291,290,2006,2008,NA,3.9217,2,2,0.0152439024390244,NA,0.5,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Six",3.94927415317871,27,2713,11986,NA,0.0346395126829712,0.0398218019819984,0.86986301369863,0.0744613146649695,0.917653929584515,0.00650759219088937,0,75,0.024695478057734,2346,2355,2006,2022,3.9683,3.9754,57,57,0.0130986150508927,NA,0.111111111111111,"Egotrip/Méta-rap",0.111111111111111,NA,0.407407407407407,0.0740740740740741,NA,0.037037037037037,"Egotrip"
+"Shone",4.02115541090317,26,2365,9832,NA,0.0291182341199953,0.054714101209346,0.532188841201717,0.0838323353293413,0.866253051261188,0.00823840520748576,0,78,0.0173921887713588,2228,2227,2006,2017,NA,3.9566,68,68,0.0112896663954434,NA,0.0769230769230769," Rap gangsta/Hardcore",0.115384615384615,0.0384615384615385,0.115384615384615,0.0769230769230769,NA,0.0769230769230769,"Hardcore"
 "Syrano",4.04623450905624,10,1788,6294,NA,0.0415156507413509,0.0326194398682043,1.27272727272727,0.0741350906095552,0.964410549729901,0.00238322211630124,0,14,0.0227200508420718,1207,1206,2006,2015,NA,3.8218,11,11,0.0122338735303464,0.2,0.3,"Rap poétique",NA,NA,0.2,NA,NA,0.1,"Rap poétique"
 "Axiom",3.93588001164935,34,3823,20602,NA,0.0306921070131465,0.0345797739014783,0.887573964497041,0.0652718809146248,0.948888457431317,0.00368896223667605,0,64,0.024463644306378,2438,2109,2006,2015,4.0201,3.8343,43,32,0.00786331424133579,0.0294117647058824,0.264705882352941,"Rap conscient",NA,0.0294117647058824,0.147058823529412,NA,NA,0.352941176470588,"Rap conscient"
 "Butter Bullets",3.84169928887448,103,6031,43171,4163,0.0395473009222594,0.0408502158751245,0.968105065666041,0.080397516797384,0.906696625049223,0.011211229760719,0,563,0.0139445461073406,2286,2029,2007,2023,3.8341,3.9435,162,106,0.0206851821824836,0.106796116504854,0.0679611650485437,"Egotrip/Méta-rap",0.0485436893203883,0.0485436893203883,0.368932038834951,0.0679611650485437,NA,NA,"Egotrip"
 "Dawala",3.80544747081712,3,128,257,NA,0.0469483568075117,0.0328638497652582,1.42857142857143,0.07981220657277,0.828793774319066,0,0,20,0.0428015564202335,129,128,2009,2014,NA,3.6584,0,0,0,NA,NA,"Egotrip/Méta-rap",NA,NA,0.333333333333333,NA,NA,NA,"Egotrip"
 "La Canaille",4.06701870187019,48,5036,22725,NA,0.0317929759704251,0.0401571164510166,0.791714614499425,0.0719500924214418,0.952255225522552,0.00325632563256326,0,129,0.0262706270627063,2782,2759,2009,2017,4.0426,3.8683,29,36,0.00541254125412541,NA,0.333333333333333,"Rap poétique",NA,0.0416666666666667,0.104166666666667,0.0208333333333333,NA,0.25,"Rap poétique"
 "D’ de Kabal",4.35401426057968,7,2787,10799,NA,0.033907937109301,0.0394961166887668,0.858513189448441,0.0734040537980678,0.977683118807297,0.00101861283452171,0,12,0.0428743402166867,2218,2217,2010,2016,NA,3.8398,7,7,0.00407445133808686,NA,NA,"Rap conscient",NA,NA,0.142857142857143,NA,NA,0.571428571428571,"Rap conscient"
+"400 Hyènes",4.05759162303665,2,374,764,NA,0.0185979971387697,0.0386266094420601,0.481481481481481,0.0572246065808298,0.914921465968586,0.0170157068062827,0,4,0.0196335078534031,275,274,2010,2010,NA,4.0527,10,10,0.00916230366492147,NA,NA," Rap gangsta/Hardcore",0.5,NA,NA,NA,NA,NA,"Hardcore"
+"MLC",3.75874388867995,13,1476,5318,NA,0.0241515719342078,0.0428898605038518,0.563106796116505,0.0670414324380595,0.90315908236179,0.0157954118089507,0,22,0.0120345994734863,1477,1476,2010,2014,NA,3.8972,84,84,0.00959007145543437,0.0769230769230769,0.153846153846154," Rap gangsta/Hardcore",0.307692307692308,NA,0.230769230769231,NA,NA,0.0769230769230769,"Hardcore"
 "Wacko",4.1718422156945,23,2726,9532,NA,0.0391314722023383,0.0293486041517538,1.33333333333333,0.0684800763540921,0.879353755770038,0.00461603021401595,0,73,0.0253881661770877,1438,1437,2010,2018,NA,3.8436,16,16,0.0110155266470835,0.521739130434783,0.0869565217391304,"Rap coquin",NA,0.0869565217391304,0.0434782608695652,0.130434782608696,NA,0.0434782608695652,"Rap coquin"
 "Beeby",3.90516959828302,180,9780,85732,4391,0.0308612197227441,0.0340476311379678,0.90641312453393,0.0649088508607119,0.918816777865908,0.0127023748425325,0,671,0.0171231278869034,2540,2186,2011,2024,3.8852,4.0877,101,107,0.00928474781878412,0.111111111111111,0.116666666666667,"Gangsta rap/Moula",0.161111111111111,0.0333333333333333,0.133333333333333,0.194444444444444,NA,0.0222222222222222,"Gangsta"
 "Pihpoh",3.9040706847586,16,1453,6338,NA,0.0443652849740933,0.0247733160621762,1.79084967320261,0.0691386010362694,0.974439886399495,0.000473335437046387,0,17,0.0142000631113916,1259,1258,2011,2021,NA,3.8831,3,3,0.00725781003471127,NA,0.125,"Chansons d'amour",NA,0.375,0.0625,NA,0.25,0.125,"Chansons d'amour"
 "Twin Twin",3.80675469781615,9,821,3938,NA,0.0460286275610441,0.0221723266909907,2.07594936708861,0.0682009542520348,0.904773996952768,0.000507872016251904,0,18,0.0236160487557136,303,302,2014,2019,NA,3.6076,1,1,0.0124428643981717,0.333333333333333,0.444444444444444,"Rap poétique",NA,0.222222222222222,NA,NA,NA,NA,"Rap poétique"
 "Solo Le Mythe",4.20289855072464,3,628,1725,NA,0.0354989953114535,0.0361687876758205,0.981481481481482,0.0716677829872739,0.865507246376812,0.00463768115942029,0,11,0.0289855072463768,629,628,2014,2015,NA,3.6029,8,8,0.00521739130434783,0.333333333333333,0.666666666666667,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Bassem Braïki",3.53564899451554,2,214,547,NA,0.010183299389002,0.0203665987780041,0.5,0.0305498981670061,0.897623400365631,0,0,4,0.0127970749542962,215,214,2014,2021,NA,3.62304483837331,0,0,0.020109689213894,NA,NA,"Gangsta rap/Moula",NA,NA,NA,0.5,NA,NA,"Gangsta"
+"Lil Tracy",3.50666666666667,3,120,525,NA,0.00884955752212389,0.225663716814159,0.0392156862745098,0.234513274336283,0.43047619047619,0.104761904761905,0,18,0,121,120,2014,2015,NA,3.53564899451554,55,55,0.0019047619047619,NA,NA," Rap gangsta/Hardcore",0.333333333333333,NA,NA,NA,NA,NA,"Hardcore"
 "Mani Deïz",3.96660818382478,32,4146,17669,NA,0.0332167832167832,0.0423800337593441,0.783783783783784,0.0755968169761273,0.938819401211161,0.00577282245741129,0,124,0.0193559341219084,2913,2546,2014,2021,3.983,3.9788,57,61,0.0116588375120267,0.03125,0.40625,"Rap poétique",NA,0.0625,0.0625,0.125,NA,0.09375,"Rap poétique"
 "Moona",3.84935897435897,17,1533,7488,NA,0.0404467250226381,0.0463326290371265,0.872964169381108,0.0867793540597646,0.884882478632479,0.00747863247863248,0,55,0.016159188034188,1344,1343,2014,2021,NA,3.718,46,46,0.0114850427350427,0.176470588235294,0.117647058823529,"Chansons d'amour",NA,0.294117647058824,NA,0.235294117647059,NA,NA,"Chansons d'amour"
 "BFG",3.83510541345161,35,2742,16459,NA,0.0372096119283765,0.0326166544631565,1.14081632653061,0.069826266391533,0.912752901148308,0.00510359074062823,0,59,0.014885472993499,1935,1755,2015,2021,3.777,3.8556,57,37,0.00941734005711161,0.171428571428571,0.114285714285714,"Gangsta rap/Moula",0.0285714285714286,0.114285714285714,0.0285714285714286,0.314285714285714,NA,0.0285714285714286,"Gangsta"
 "Houari",3.98324906572873,62,3464,22745,NA,0.0317662007623888,0.0410313426514189,0.774193548387097,0.0727975434138077,0.830424269070125,0.00703451307979776,0,167,0.0132776434381183,2050,1743,2015,2022,4.1653,3.7936,75,64,0.00804572433501869,0.435483870967742,0.032258064516129,"Rap coquin",0.032258064516129,0.0806451612903226,0.032258064516129,0.209677419354839,NA,0.032258064516129,"Rap coquin"
+"Bridjahting",3.78523769808173,7,805,2398,NA,0.0367231638418079,0.0661016949152542,0.555555555555556,0.102824858757062,0.738115095913261,0.0158465387823186,0,21,0.0112593828190158,749,748,2015,2019,NA,3.9323,28,28,0.0116763969974979,NA,0.142857142857143," Rap gangsta/Hardcore",0.285714285714286,NA,NA,NA,NA,0.142857142857143,"Hardcore"
+"Patsaou",4.09427828348505,3,620,1538,NA,0.0258992805755396,0.0244604316546763,1.05882352941176,0.0503597122302158,0.451885565669701,0.00195058517555267,0,7,0.00780234070221066,621,620,2015,2015,NA,3.78523769808173,3,3,0.0104031209362809,NA,NA," Rap gangsta/Hardcore",0.666666666666667,NA,NA,NA,NA,NA,"Hardcore"
 "Amalek",3.98552548772813,7,1018,3178,NA,0.0349883372209264,0.0506497834055315,0.69078947368421,0.0856381206264578,0.94430459408433,0.0157331655129012,0,8,0.0163624921334172,1019,1018,2015,2017,NA,3.657,50,50,0.0106985525487728,NA,NA,"Rap conscient",NA,NA,0.142857142857143,NA,NA,0.571428571428571,"Rap conscient"
 "Edgar Sekloka",4.63103767044141,26,3276,8654,NA,0.0333378323660413,0.0307733837224997,1.08333333333333,0.064111216088541,0.856135890917495,0.00138664201525306,0,52,0.0476080425236885,1909,1908,2015,2021,NA,3.7572,3,3,0.0060087820660966,0.0384615384615385,0.269230769230769,"Rap poétique",NA,0.115384615384615,0.153846153846154,NA,NA,0.192307692307692,"Rap poétique"
 "Toquel",4.18632478632479,1,321,585,NA,0.04,0,Inf,0.04,0.0427350427350427,0,0,5,0.0188034188034188,322,321,2015,2015,NA,3.6156,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Kasspapazo",4.17789291882556,1,348,579,NA,0.0399159663865546,0.0420168067226891,0.95,0.0819327731092437,0.822107081174439,0.0120898100172712,0,1,0.0189982728842832,349,348,2015,2015,NA,3.6559,7,7,0.0120898100172712,NA,NA,"Egotrip/Méta-rap",NA,NA,1,NA,NA,NA,"Egotrip"
+"Nathy",3.8135593220339,1,204,354,NA,0.0228013029315961,0.0195439739413681,1.16666666666667,0.0423452768729642,0.867231638418079,0.00564971751412429,0,1,0.00282485875706215,205,204,2015,2015,NA,3.6823,2,2,0.0169491525423729,NA,NA," Rap gangsta/Hardcore",1,NA,NA,NA,NA,NA,"Hardcore"
 "K$K",3.70846394984326,3,460,1276,NA,0.019916142557652,0.0272536687631027,0.730769230769231,0.0471698113207547,0.747648902821317,0.0219435736677116,0,9,0.00862068965517241,461,460,2016,2018,NA,3.6647,28,28,0.0101880877742947,0.666666666666667,NA,"Rap coquin",NA,NA,NA,NA,NA,NA,"Rap coquin"
 "Estikay",3.99216837983358,4,535,2043,NA,0.0203045685279188,0.00761421319796954,2.66666666666667,0.0279187817258883,0.19285364659814,0,0,20,0.0161527165932452,536,535,2016,2020,NA,3.70846394984326,0,0,0.000489476260401371,0.5,NA,"Rap coquin",NA,NA,NA,NA,NA,NA,"Rap coquin"
 "Sauveur Eloheem",4.49209510016896,60,4961,16572,NA,0.0340084643288996,0.0501813784764208,0.677710843373494,0.0841898428053204,0.798455225681873,0.0122495776007724,0,69,0.0378349022447502,2883,2882,2016,2023,NA,3.731,101,101,0.0157494569152788,0.05,0.316666666666667,"Rap poétique",NA,0.0333333333333333,0.216666666666667,0.0166666666666667,NA,0.0333333333333333,"Rap poétique"
 "Mb14",3.76190476190476,3,441,1323,NA,0.0238907849829352,0.0273037542662116,0.875,0.0511945392491468,0.885865457294029,0,0,6,0.0158730158730159,302,301,2018,2018,NA,3.6785,0,0,0.0136054421768707,NA,0.666666666666667,"Rap poétique",NA,0.333333333333333,NA,NA,NA,NA,"Rap poétique"
 "Cookiesan",3.78280191684737,61,4707,37353,3646,0.0368660849885352,0.0350793603525803,1.0509337860781,0.0719454453411155,0.899017481862233,0.00546140872219099,0,124,0.0130110031322785,2130,1773,2018,2023,3.761,3.76190476190476,99,33,0.00979840976628383,NA,0.377049180327869,"Rap poétique",0.114754098360656,0.0983606557377049,0.114754098360656,0.0163934426229508,NA,0.0163934426229508,"Rap poétique"
 "Naestro",3.96545768566494,3,271,579,NA,0.0532544378698225,0.0394477317554241,1.35,0.0927021696252465,0.875647668393782,0.00172711571675302,0,6,0.0155440414507772,272,271,2018,2019,NA,3.6826,1,1,0.00345423143350604,NA,0.333333333333333,"Chansons d'amour",NA,0.333333333333333,NA,NA,NA,NA,"Chansons d'amour"
+"Le Juiice",3.76769631062779,36,2786,14989,NA,0.0296153846153846,0.0304615384615385,0.972222222222222,0.0600769230769231,0.867302688638335,0.00793915538061245,0,140,0.0100740543064914,2012,2098,2018,2024,3.6976,3.6867,85,84,0.0111415037694309,0.166666666666667,0.111111111111111," Rap gangsta/Hardcore",0.361111111111111,0.0277777777777778,0.0833333333333333,0.194444444444444,NA,NA,"Hardcore"
 "Fanny Polly",3.80798548094374,4,817,2755,NA,0.0317700453857791,0.0329046898638427,0.96551724137931,0.0646747352496218,0.959709618874773,0.000725952813067151,0,17,0.0174228675136116,818,817,2018,2019,NA,3.7586,2,2,0.0116152450090744,NA,0.25,"Egotrip/Méta-rap",NA,NA,0.5,NA,NA,0.25,"Egotrip"
 "La Fine Equipe",3.77952755905512,2,342,1016,NA,0.0136986301369863,0.0221285563751317,0.619047619047619,0.035827186512118,0.934055118110236,0.00393700787401575,0,5,0.00688976377952756,343,342,2019,2020,NA,3.5099,4,4,0.0118110236220472,NA,0.5,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "BIRDYY",3.56081081081081,3,280,1184,NA,0.0494053064958829,0.0411710887465691,1.2,0.090576395242452,0.923141891891892,0.00168918918918919,0,3,0.00168918918918919,221,220,2019,2020,NA,3.77952755905512,0,0,0.0152027027027027,0.666666666666667,NA,"Rap coquin",NA,NA,NA,0.333333333333333,NA,NA,"Rap coquin"
 "Huero",4.16103896103896,1,239,385,NA,0.0336700336700337,0.0707070707070707,0.476190476190476,0.104377104377104,0.771428571428571,0.0181818181818182,0,2,0.0155844155844156,240,239,2020,2020,NA,3.69277281888857,7,7,0.0103896103896104,NA,1,"Rap poétique",NA,NA,NA,NA,NA,NA,"Rap poétique"
 "Sysa",3.93123092573754,8,1268,4915,NA,0.0238875878220141,0.0362997658079625,0.658064516129032,0.0601873536299766,0.868769074262462,0.00854526958290946,0,30,0.012410986775178,1142,1141,2020,2022,NA,4.16103896103896,40,40,0.0136317395727365,0.125,0.25,"Gangsta rap/Moula",0.125,NA,NA,0.25,NA,NA,"Gangsta"
 "Daks",4.13016270337922,2,351,799,NA,0.0288753799392097,0.0349544072948328,0.826086956521739,0.0638297872340425,0.823529411764706,0.00375469336670839,0,2,0.032540675844806,352,351,2020,2020,NA,3.93123092573754,3,3,0.0100125156445557,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"DerK16",3.94535993061578,3,414,1153,NA,0.020812685827552,0.0237859266600595,0.875,0.0445986124876115,0.87510841283608,0,0,8,0.0112749349522984,415,414,2020,2022,NA,4.13016270337922,0,0,0.0112749349522984,0.333333333333333,0.333333333333333," Rap gangsta/Hardcore",0.333333333333333,NA,NA,NA,NA,NA,"Hardcore"
 "Hollis L’Infâme",4.01012658227848,1,215,395,NA,0.0198863636363636,0.0255681818181818,0.777777777777778,0.0454545454545455,0.891139240506329,0.00253164556962025,0,1,0.00253164556962025,216,215,2020,2020,NA,3.94535993061578,1,1,0.0278481012658228,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
 "Lemon Haze",3.73448658943025,23,2384,12602,NA,0.0220689655172414,0.031551724137931,0.699453551912568,0.0536206896551724,0.920488811299794,0.00476114902396445,0,76,0.0137279796857642,2067,2059,2020,2023,3.7615,4.01012658227848,52,38,0.0107919377876528,0.0434782608695652,NA,"Gangsta rap/Moula",0.0434782608695652,0.0434782608695652,NA,0.521739130434783,NA,0.0434782608695652,"Gangsta"
 "OldPee",3.65506820929028,23,1747,11582,NA,0.0206136601120927,0.0316329438586492,0.651651651651652,0.0522466039707419,0.908910378173027,0.0101018822310482,0,92,0.00716629252288033,1595,1590,2020,2023,3.6833,3.7587,109,112,0.0153686755309964,0.130434782608696,0.130434782608696,"Gangsta rap/Moula",NA,NA,NA,0.434782608695652,NA,NA,"Gangsta"

data_aggregated/results_rappeurs_filtered.csv CHANGED Viewed

@@ -1,9 +1,9 @@
 "rappeur","means_word_length","n_songs","n_unique_words","n_total_words","diversity","positivity","negativity","positivity_ratio","emotionality","frenchity","profanity","pageviews","contributors","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","Rap coquin","Rap poétique","Catégorie"," Rap gangsta/Hardcore","Chansons d'amour","Egotrip/Méta-rap","Gangsta rap/Moula","Inclassable","Rap conscient","Catégorie_short"
-"Booba",3.85623092109268,238,12828,114983,4950,0.0290701683528218,0.0375025858757006,0.775151037562385,0.0665727542285224,0.882852247723577,0.0101667202977832,25671559,9523,0.0171242705443413,2357,2372,2001,2024,3.8448,3.8148,126,68,0.00994929685257821,0.0672268907563025,0.0378151260504202," Rap gangsta/Hardcore",0.19327731092437,0.0252100840336134,0.189075630252101,0.151260504201681,0.0126050420168067,0.0714285714285714," Rap gangsta/Hardcore"
 "PNL",3.65640605393224,75,4619,39049,3531,0.0367959241437871,0.0405321256722332,0.907821229050279,0.0773280498160204,0.904760685292837,0.0101667136162258,25261716,6309,0.00891187994570924,2011,1807,2014,2023,3.604,3.74212598425197,97,100,0.0116008092396732,0.306666666666667,0.106666666666667,"Rap coquin",0.0133333333333333,0.0933333333333333,0.0666666666666667,0.2,0.0133333333333333,NA,"Rap coquin"
 "Nekfeu",3.82594752992564,137,11860,108519,4938,0.0326507372430448,0.0359982722400016,0.907008453776929,0.0686490094830463,0.938692763479206,0.00503137699389047,19971399,6284,0.0177572590974852,2819,2076,2010,2020,4.0298,3.7013,53,12,0.0117122347238732,0.138686131386861,0.262773722627737,"Rap poétique",0.0072992700729927,0.131386861313869,0.109489051094891,0.0583941605839416,0.0072992700729927,0.124087591240876,"Rap poétique"
 "JuL",3.68843981742242,865,23338,598321,3665,0.0300369062337715,0.0352799200149325,0.851388161341016,0.065316826248704,0.904365716730651,0.00554886089573991,19876471,9057,0.0117930007470906,1898,2001,2007,2024,3.511,3.9868,61,36,0.00947317577019693,0.433526011560694,0.0427745664739884,"Rap coquin",0.0127167630057803,0.092485549132948,0.0300578034682081,0.295953757225434,NA,0.0046242774566474,"Rap coquin"
-"Damso",3.78262334622069,123,6630,56386,3957,0.0349554356862518,0.0386481835933724,0.904452226113057,0.0736036192796242,0.917302167204625,0.0124676338098109,17530388,5853,0.0169900329869116,2163,1848,2012,2023,3.9014,3.8665,170,120,0.00957684531621324,0.146341463414634,0.16260162601626," Rap gangsta/Hardcore",0.203252032520325,0.146341463414634,0.00813008130081301,0.170731707317073,NA,0.024390243902439," Rap gangsta/Hardcore"
 "Lacrim",3.75466769855858,216,10866,124044,4042,0.0309095716552089,0.0382689934778777,0.807692307692308,0.0691785651330866,0.914675437747896,0.00911773241752926,10799721,3930,0.0117538937796266,2445,1940,2009,2023,3.9877,3.94188861985472,59,85,0.00802940891941569,0.143518518518519,0.101851851851852,"Gangsta rap/Moula",0.0185185185185185,0.0648148148148148,0.0694444444444444,0.319444444444444,0.00462962962962963,0.0787037037037037,"Gangsta"
 "SCH",3.70440435322475,153,8600,82146,4082,0.0295437744217974,0.0306262540923012,0.964655172413793,0.0601700285140986,0.922162978112142,0.0074258028388479,9733777,4322,0.0105422053417087,2438,2206,2011,2023,3.8066,3.5801,99,41,0.00870401480291189,0.0784313725490196,0.117647058823529,"Gangsta rap/Moula",0.0130718954248366,0.0457516339869281,0.0522875816993464,0.372549019607843,0.0130718954248366,0.0065359477124183,"Gangsta"
 "Gims",3.72842180629882,202,10065,108941,4027,0.0272324634905435,0.0317013805761711,0.859030837004405,0.0589338440667145,0.920204514370164,0.00395626990756465,9474988,3445,0.0148153587721794,2258,1435,2005,2024,3.7889,3.7677,76,5,0.0127316620923252,0.163366336633663,0.133663366336634,"Chansons d'amour",0.0198019801980198,0.277227722772277,0.103960396039604,0.0742574257425743,NA,0.0445544554455446,"Chansons d'amour"
@@ -12,10 +12,10 @@
 "Kaaris",3.83887292378319,200,11666,110658,4544,0.0240713612008589,0.0309144909795107,0.77864329763064,0.0549858521803697,0.900630772289396,0.00998572177339189,7299079,4341,0.0142963003126751,2321,1960,2000,2023,3.8836,4.0204,86,71,0.0124256718899673,0.075,0.06,"Gangsta rap/Moula",0.18,NA,0.11,0.315,NA,0.045,"Gangsta"
 "OrelSan",3.93004993322882,109,7989,68892,4342,0.0409623689080814,0.0386489821098088,1.05985634477255,0.0796113510178902,0.941183301399292,0.00583522034488765,6838303,3914,0.0215845090866864,2367,1912,2002,2022,3.9625,4.0606,114,50,0.0089850780932474,0.146788990825688,0.247706422018349,"Rap poétique",NA,0.201834862385321,0.192660550458716,0.0091743119266055,NA,0.0825688073394495,"Rap poétique"
 "Niro",3.83118319466842,234,11747,140146,4269,0.0308537419194431,0.0401774614619592,0.76793656932895,0.0710312033814023,0.918356571004524,0.0100395302042156,6510417,3060,0.0151984359168296,2109,1778,2010,2023,3.7108,3.7359,105,53,0.0106531759736275,0.0726495726495727,0.145299145299145,"Gangsta rap/Moula",0.047008547008547,0.0598290598290598,0.170940170940171,0.252136752136752,NA,0.0854700854700855,"Gangsta"
-"Freeze Corleone",3.967867127957,153,8788,78331,4227,0.0196590223295112,0.0298129149064575,0.659412955465587,0.0494719372359686,0.846152864127868,0.0280221112969322,6508840,4793,0.0176558450677254,2196,2163,2010,2023,3.8359,3.7687,155,137,0.0319030779640245,NA,0.0065359477124183," Rap gangsta/Hardcore",0.830065359477124,NA,0.0718954248366013,0.0457516339869281,NA,0.0130718954248366," Rap gangsta/Hardcore"
 "La Fouine",3.85483269190471,315,14227,195657,4249,0.0286146455319004,0.0350842407006651,0.815598256095592,0.0636988862325655,0.902180857316631,0.00866823062808895,5542089,3911,0.0136003311918306,2018,1844,1997,2021,3.8667,3.9492,81,65,0.0118779292333011,0.0698412698412698,0.114285714285714,"Gangsta rap/Moula",0.0952380952380952,0.0793650793650794,0.107936507936508,0.212698412698413,0.00634920634920635,0.0698412698412698,"Gangsta"
 "Rohff",3.97547979341673,315,20387,237967,5084,0.0369541492256897,0.039938110434194,0.925285368384642,0.0768922596598837,0.91256770896805,0.0067908575558796,5432956,3837,0.0225661541306147,2502,2442,1997,2023,3.9076,3.7555,58,33,0.0117957531926696,0.0761904761904762,0.120634920634921,"Egotrip/Méta-rap",0.0285714285714286,0.0444444444444444,0.377777777777778,0.0666666666666667,0.00317460317460317,0.146031746031746,"Egotrip"
-"Niska",3.76359088009133,108,6009,59562,3345,0.0261631750949242,0.0349472013903319,0.748648648648649,0.0611103764852561,0.88877136429267,0.0101406937309023,5319941,2019,0.00960343843390081,2158,1645,2014,2022,3.8849,3.6561,87,131,0.00915012927705584,0.12962962962963,0.0185185185185185," Rap gangsta/Hardcore",0.314814814814815,0.0185185185185185,0.00925925925925926,0.305555555555556,NA,0.00925925925925926," Rap gangsta/Hardcore"
 "Sexion d’Assaut",3.75586854460094,208,15354,193191,4326,0.0261175459234458,0.0389444394172473,0.670636073191984,0.0650619853406931,0.915239322742778,0.00631499396969838,4177745,3014,0.0137325237718113,2142,2174,2002,2022,3.7741,3.8863,51,39,0.0127076313078767,0.0384615384615385,0.120192307692308,"Egotrip/Méta-rap",0.0432692307692308,0.0432692307692308,0.336538461538462,0.0769230769230769,NA,0.153846153846154,"Egotrip"
 "Lomepal",3.85021273211659,109,8308,75447,4029,0.0470359031450042,0.0372251600333983,1.26355140186916,0.0842610631784024,0.952456691452278,0.00645486235370525,3993995,2690,0.0156931355786181,2515,1751,2011,2022,3.8667,3.6503,45,34,0.011451747584397,0.165137614678899,0.403669724770642,"Rap poétique",0.0091743119266055,0.247706422018349,0.0458715596330275,0.0091743119266055,NA,0.055045871559633,"Rap poétique"
 "Bigflo & Oli",3.83212895526911,119,10026,105587,4153,0.0328830889812807,0.0312319719906901,1.05286624203822,0.0641150609719708,0.952181613266785,0.0030117343991211,3876153,2821,0.0147934878346766,2397,2569,2005,2023,3.8791,3.6195,34,29,0.00768086980404785,0.0840336134453782,0.26890756302521,"Rap poétique",0.0168067226890756,0.184873949579832,0.243697478991597,0.00840336134453781,NA,0.0588235294117647,"Rap poétique"
@@ -28,7 +28,7 @@
 "Alonzo",3.82736939540344,171,9118,88588,3799,0.0276958970435132,0.033453332162613,0.827896512935883,0.0611492292061262,0.899930013094324,0.005124847609157,2964474,1699,0.0142570099787782,2267,1882,2000,2023,3.9295,3.7455,46,33,0.00749537183365693,0.128654970760234,0.105263157894737,"Gangsta rap/Moula",0.064327485380117,0.105263157894737,0.0526315789473684,0.309941520467836,NA,0.0409356725146199,"Gangsta"
 "Dinos",3.75872564935065,183,8942,98560,3849,0.0350637623064555,0.0320463405501839,1.09415807560137,0.0671101028566394,0.92132711038961,0.00422077922077922,2836896,3150,0.0152698863636364,2462,1721,2011,2023,3.8154,3.6538,48,20,0.0126318993506494,0.136612021857924,0.316939890710383,"Rap poétique",0.087431693989071,0.169398907103825,0.0765027322404372,0.0819672131147541,NA,0.0218579234972678,"Rap poétique"
 "Kalash",3.68536882168656,95,5358,38623,4163,0.037215735469137,0.0376982212358069,0.987201365187713,0.0749139567049439,0.804934883359656,0.00709421847085933,2836227,1000,0.00916552313388395,2076,1777,2010,2023,3.7303,4.3327,49,65,0.00680941407969345,0.231578947368421,0.0736842105263158,"Rap coquin",0.136842105263158,0.178947368421053,0.0105263157894737,0.0631578947368421,NA,0.0631578947368421,"Rap coquin"
-"Gradur",3.79591836734694,103,6303,56693,3719,0.0238703670687982,0.0368455458489333,0.647849462365591,0.0607159129177314,0.890427389624821,0.0157162259890992,2803911,1545,0.0095249854479389,1969,1608,2013,2023,3.844,3.76836096168624,243,102,0.0137053957278676,0.145631067961165,0.0388349514563107," Rap gangsta/Hardcore",0.330097087378641,0.0485436893203883,0.0388349514563107,0.300970873786408,NA,0.0194174757281553," Rap gangsta/Hardcore"
 "Soolking",3.71589577134614,81,4406,33273,3668,0.0344051220713431,0.0294448744107507,1.16845878136201,0.0638499964820939,0.854326330658492,0.00357647341688456,2791355,904,0.011751269798335,2186,1518,2015,2024,3.8552,4.17789291882556,64,29,0.0125627385567878,0.271604938271605,0.0864197530864197,"Rap coquin",0.0123456790123457,0.209876543209877,NA,0.111111111111111,NA,0.037037037037037,"Rap coquin"
 "Kery James",4.0427698020923,155,10951,110405,4341,0.0366405336502521,0.0407617550652686,0.898894897719257,0.0774022887155207,0.945047778633214,0.000996331687876455,2654252,2038,0.0259861419319777,2247,2074,1999,2023,3.9754,3.8003,8,8,0.00706489742312395,0.0258064516129032,0.329032258064516,"Rap conscient",0.00645161290322581,0.0709677419354839,0.148387096774194,0.0193548387096774,NA,0.335483870967742,"Rap conscient"
 "Lartiste",3.80160544957385,132,7209,62537,3681,0.0369814824735273,0.0342851020517491,1.07864583333333,0.0712665845252763,0.895485872363561,0.00460527367798263,2592368,1201,0.0132881334250124,1950,1742,2010,2023,3.8215,3.6655,41,30,0.00885875561667493,0.234848484848485,0.0984848484848485,"Rap coquin",0.00757575757575758,0.181818181818182,0.0454545454545455,0.159090909090909,NA,0.0303030303030303,"Rap coquin"
@@ -42,12 +42,12 @@
 "S-Crew",3.75503528790147,83,9220,79489,4381,0.0288674757085836,0.0357349245386983,0.807822489657766,0.0646024002472819,0.936091786284895,0.00623985708714413,2262600,1786,0.0153731962913107,2544,2026,2010,2022,3.7318,4.10761883607286,65,36,0.0120142409641586,0.108433734939759,0.192771084337349,"Egotrip/Méta-rap",0.0120481927710843,0.0602409638554217,0.27710843373494,0.120481927710843,NA,0.0843373493975904,"Egotrip"
 "Laylow",3.75472762502759,84,5089,40771,3798,0.0315527412458732,0.032662228716783,0.966031483015741,0.0642149699626563,0.906379534473032,0.00836378798655907,2191336,2049,0.0145446518358637,1972,1824,2014,2021,3.7845,3.901,87,92,0.0110617841112555,0.428571428571429,0.0476190476190476,"Rap coquin",0.0595238095238095,0.166666666666667,0.0119047619047619,0.142857142857143,NA,0.0238095238095238,"Rap coquin"
 "Dosseh",3.75648710239568,171,11196,104438,4646,0.0332246872042898,0.037072863000736,0.896199659671015,0.0702975502050258,0.910683850705682,0.00994848618319003,2186584,2084,0.0149466669220016,2488,2013,2007,2023,3.9342,3.9183227778991,64,83,0.0105804400697064,0.0818713450292398,0.0526315789473684,"Gangsta rap/Moula",0.12280701754386,0.0526315789473684,0.140350877192982,0.198830409356725,NA,0.111111111111111,"Gangsta"
-"MZ",3.77708432263754,88,6627,58964,4048,0.0353742002678173,0.0365087040618956,0.968925114620479,0.0718829043297128,0.911878434298894,0.0124313140221152,2103219,1018,0.0126348280306628,2230,1715,2012,2023,3.7748,3.7178,115,104,0.0154670646496167,0.147727272727273,0.0454545454545455," Rap gangsta/Hardcore",0.25,0.0681818181818182,0.136363636363636,0.204545454545455,NA,0.0340909090909091," Rap gangsta/Hardcore"
-"Ateyaba",3.80285541783571,135,7495,56314,4470,0.0254372019077901,0.0279849985732339,0.908958485069192,0.053422200481024,0.871222076215506,0.0162836949959158,2080402,2527,0.0135845438079341,2163,2126,2009,2024,3.7025,3.7811,188,201,0.0118443015946301,0.0962962962962963,NA," Rap gangsta/Hardcore",0.6,0.0148148148148148,0.0592592592592593,0.103703703703704,0.00740740740740741,0.00740740740740741," Rap gangsta/Hardcore"
 "PLK",3.68836102979163,176,8291,92912,3749,0.0279454970273209,0.0317856894996183,0.879184861717613,0.0597311865269392,0.930493370070604,0.00649001205441708,2056480,2021,0.0105799035646633,2424,1984,2013,2024,3.7217,4.13360762234734,100,57,0.0116454279318064,0.153409090909091,0.0568181818181818,"Gangsta rap/Moula",0.0568181818181818,0.0511363636363636,0.102272727272727,0.403409090909091,NA,0.0284090909090909,"Gangsta"
 "Hugo TSR",3.8236640585983,75,7373,48056,4781,0.0277166054943833,0.0364141919697475,0.76114844227245,0.0641307974641308,0.935471117030132,0.00572249042783419,2031493,1831,0.016626435824871,2417,2318,2005,2023,3.8657,3.8859,81,36,0.0107999001165307,0.0266666666666667,0.213333333333333,"Egotrip/Méta-rap",0.0133333333333333,0.0133333333333333,0.306666666666667,0.0533333333333333,NA,0.173333333333333,"Egotrip"
 "Alpha Wann",3.90456073407831,74,7248,44028,4734,0.0304232140167679,0.0263065414930468,1.15648854961832,0.0567297555098148,0.904833287907695,0.00642772780957572,2025934,2849,0.017579721995094,2769,2542,2011,2020,3.9677,3.9184,71,64,0.0146270555101299,0.0810810810810811,0.0135135135135135,"Egotrip/Méta-rap",0.202702702702703,0.0135135135135135,0.418918918918919,0.148648648648649,NA,NA,"Egotrip"
-"Kalash Criminel",3.84269199009083,85,5512,46018,3702,0.0360594613158024,0.0488642496197812,0.737951807228916,0.0849237109355836,0.885870746229736,0.00819244643400409,2001749,1364,0.0158633578165066,2070,1892,2015,2024,3.956,3.5893,78,74,0.0106697379286366,0.0705882352941176,0.0235294117647059," Rap gangsta/Hardcore",0.188235294117647,0.0352941176470588,0.152941176470588,0.0705882352941176,NA,0.129411764705882," Rap gangsta/Hardcore"
 "Koba LaD",3.56566690723553,113,5162,59581,2971,0.0261694767915678,0.0298821015267037,0.875757575757576,0.0560515783182715,0.926755173629177,0.0088451016263574,1858363,1432,0.0101878115506621,1771,1688,2017,2024,3.6179,3.8805,71,73,0.00657927862909317,0.106194690265487,0.0353982300884956,"Gangsta rap/Moula",NA,0.0353982300884956,NA,0.63716814159292,NA,NA,"Gangsta"
 "Sneazzy",3.78092329986544,91,7417,57966,4292,0.0315546289513721,0.0314419338479743,1.00358422939068,0.0629965627993464,0.918486699099472,0.00664182451782079,1724744,1565,0.0128868647137977,2550,1595,2010,2022,3.8448,3.7957,90,31,0.0142152296173619,0.142857142857143,0.0659340659340659,"Gangsta rap/Moula",0.0879120879120879,0.153846153846154,0.175824175824176,0.252747252747253,NA,0.032967032967033,"Gangsta"
 "Lorenzo",3.87666376228104,113,4472,33283,3697,0.0346877131443048,0.0282568449771022,1.22758620689655,0.062944558121407,0.925066850944927,0.00988492623862032,1724666,1583,0.0157738184658835,2159,1649,2016,2022,3.7747,3.8859,216,41,0.0150226842532224,0.247787610619469,0.0619469026548673,"Rap coquin",0.00884955752212389,0.0530973451327434,0.0530973451327434,0.20353982300885,NA,0.0176991150442478,"Rap coquin"
@@ -88,7 +88,7 @@
 "Luidji",3.83876017532874,86,4681,31940,4033,0.0403176748901656,0.0307874281851977,1.30954994511526,0.0711051030753633,0.926424546023795,0.00801502817783344,866822,896,0.0142141515341265,2215,2020,2011,2023,3.7945,3.8321,72,39,0.00889167188478397,0.244186046511628,0.0930232558139535,"Chansons d'amour",0.0581395348837209,0.325581395348837,0.0813953488372093,0.0813953488372093,NA,0.0116279069767442,"Chansons d'amour"
 "MC Solaar",4.04080936128718,152,9919,61530,5436,0.0338258164852255,0.0270217729393468,1.25179856115108,0.0608475894245723,0.919616447261498,0.00113765642775882,861644,1636,0.0267186738176499,2472,2738,1990,2024,4.0725,3.66074950690335,10,10,0.00820737851454575,0.118421052631579,0.171052631578947,"Egotrip/Méta-rap",0.0131578947368421,0.0526315789473684,0.184210526315789,0.0197368421052632,NA,0.0921052631578947,"Egotrip"
 "Sinik",3.90631702301722,202,12449,135681,4284,0.0335959890980937,0.0437013377482409,0.768763402430307,0.0772973268463347,0.943765155032761,0.00549819060885459,833531,1433,0.0165609038848475,2260,2173,2000,2022,3.9716,3.7593,64,42,0.0082178049984891,0.0495049504950495,0.242574257425743,"Rap conscient",0.0198019801980198,0.0693069306930693,0.198019801980198,0.0297029702970297,NA,0.301980198019802,"Rap conscient"
-"Luv Resval",3.83631640054718,173,8599,86991,4025,0.0256328630367239,0.0264732847756329,0.968253968253968,0.0521061478123567,0.90276005563794,0.0102194479888724,752168,1654,0.0102654297571013,2039,2020,2014,2023,3.8651,3.9337,200,19,0.0181627984504144,0.179190751445087,0.0751445086705202," Rap gangsta/Hardcore",0.294797687861272,0.0578034682080925,0.0404624277456647,0.190751445086705,NA,NA," Rap gangsta/Hardcore"
 "L’Entourage",3.88980441868888,37,6484,44176,4785,0.0303682911484296,0.0381841939698979,0.79531051964512,0.0685524851183274,0.935485331401666,0.00756066642520826,743257,697,0.0207126041289388,2655,2645,2011,2014,3.8663,3.7634,80,75,0.0102318000724375,0.108108108108108,0.189189189189189,"Egotrip/Méta-rap",NA,0.027027027027027,0.324324324324324,0.189189189189189,NA,0.027027027027027,"Egotrip"
 "Diam’s",3.71747858478396,101,6888,68993,3587,0.0360217489805165,0.0373961637214922,0.963247172859451,0.0734179127020088,0.959662574464076,0.00439174988766976,739625,637,0.013189743887061,2007,1918,1998,2022,3.817,3.74304,107,25,0.00845013262215007,0.118811881188119,0.356435643564356,"Rap poétique",NA,0.148514851485149,0.108910891089109,NA,NA,0.168316831683168,"Rap poétique"
 "Davodka",3.89046168913646,102,8572,65347,4875,0.0285240356469134,0.0404930722695635,0.704417670682731,0.069017107916477,0.941007238281788,0.00468269392627052,731980,1196,0.0175677536841783,2428,2563,2009,2023,3.6965,3.6162,45,39,0.0085849388648293,0.0490196078431373,0.333333333333333,"Rap poétique",NA,0.0196078431372549,0.215686274509804,0.00980392156862745,NA,0.215686274509804,"Rap poétique"
@@ -186,14 +186,14 @@
 "Canardo",3.75059788179023,110,5407,52686,3463,0.032250097758752,0.0338142377904464,0.953743152769324,0.0660643355491984,0.922237406521657,0.00658618987966443,124956,417,0.0123182629161447,1973,1627,2010,2018,3.7984,3.7261,110,42,0.0105151273583115,0.145454545454545,0.245454545454545,"Rap poétique",0.0636363636363636,0.145454545454545,0.127272727272727,0.109090909090909,NA,0.0545454545454545,"Rap poétique"
 "Vin’s",3.80937780436733,92,6877,53488,4190,0.0339265519909529,0.0387476935896673,0.875576036866359,0.0726742455806202,0.942323511815734,0.00547786419383787,124641,340,0.0158166317678732,2060,2262,2013,2023,3.6908,3.7065,54,59,0.0083757104397248,0.108695652173913,0.293478260869565,"Rap poétique",NA,0.0869565217391304,0.152173913043478,0.0652173913043478,NA,0.173913043478261,"Rap poétique"
 "Scred Connexion",4.03518987919892,66,6844,43791,4609,0.0334271639690359,0.0390067356992058,0.856958762886598,0.0724338996682417,0.908588522755817,0.00296864652554178,120188,336,0.0247539448745176,2139,2486,1998,2020,3.902,3.7478,14,24,0.0120572720422005,0.0757575757575758,0.212121212121212,"Rap conscient",NA,0.0151515151515152,0.136363636363636,0.0606060606060606,NA,0.272727272727273,"Rap conscient"
-"Zuukou Mayzie",3.91881040892193,75,3550,26900,3339,0.0410608099309866,0.0292981466209471,1.40148148148148,0.0703589565519337,0.856468401486989,0.00869888475836431,120145,622,0.0156877323420074,1798,1765,2014,2022,3.9635,3.80675469781615,125,49,0.0217100371747212,0.226666666666667,0.0533333333333333," Rap gangsta/Hardcore",0.226666666666667,0.213333333333333,0.0133333333333333,0.0533333333333333,NA,NA," Rap gangsta/Hardcore"
 "X-Men",3.84651198882595,38,4846,25774,4726,0.0300327705645663,0.0337661260214875,0.88943488943489,0.0637988965860538,0.93532241794056,0.00756576394816482,119118,285,0.0160239000543183,2641,2620,1996,2022,3.8485,3.9691,56,82,0.0128811981066191,0.0526315789473684,0.0526315789473684,"Egotrip/Méta-rap",NA,NA,0.473684210526316,0.0789473684210526,NA,0.184210526315789,"Egotrip"
 "Guy2Bezbar",3.68567783094099,58,3800,31350,3199,0.0363761401476763,0.0226581728681048,1.60543130990415,0.0590343130157811,0.881275917065391,0.00606060606060606,116715,329,0.00845295055821372,1836,1665,2015,2023,3.6898,3.7437,111,40,0.00998405103668262,0.155172413793103,NA,"Gangsta rap/Moula",0.120689655172414,NA,NA,0.53448275862069,NA,NA,"Gangsta"
 "Kool Shen",3.75494262408406,47,4472,28932,4057,0.0320270466773302,0.0411516649701905,0.778268551236749,0.0731787116475207,0.95078114198811,0.00359463569749758,114476,280,0.0126849163555924,2115,2105,1999,2016,3.6624,3.9746,51,20,0.00933222729158026,0.0638297872340425,0.234042553191489,"Egotrip/Méta-rap",NA,0.0851063829787234,0.25531914893617,0.0212765957446809,NA,0.234042553191489,"Egotrip"
 "Salif",3.87572692402871,100,8327,64656,4518,0.0272287952007999,0.0381603066155641,0.71353711790393,0.0653891018163639,0.928142786439,0.00875402128186093,113450,586,0.0163789903489235,2263,2138,2000,2010,3.9548,3.8588,77,60,0.01212571145756,0.04,0.1,"Egotrip/Méta-rap",0.06,0.01,0.27,0.18,NA,0.17,"Egotrip"
 "L’Animalerie",3.85100173528948,23,5619,25356,5553,0.0298881282350977,0.0358574052429454,0.833527357392317,0.0657455334780431,0.944786243887048,0.00666508913077773,112791,229,0.0191670610506389,2834,2915,2010,2018,3.8333,3.7212,64,66,0.0139217542199085,NA,0.0434782608695652,"Egotrip/Méta-rap",NA,NA,0.739130434782609,NA,NA,0.130434782608696,"Egotrip"
 "Zikxo",3.79734896051346,98,7860,71670,4294,0.0293800539083558,0.0320455226115604,0.916822429906542,0.0614255765199161,0.931770615320218,0.00640435328589368,108275,609,0.0137295939723734,2453,2159,2017,2022,3.7211,3.7682119205298,84,69,0.00659969303753314,0.0612244897959184,0.173469387755102,"Gangsta rap/Moula",0.0102040816326531,0.0306122448979592,0.244897959183673,0.336734693877551,NA,0.0408163265306122,"Gangsta"
-"Alpha 5.20",3.96114491686369,116,6665,51602,4252,0.0239774633349103,0.0373317276676272,0.642281105990783,0.0613091910025375,0.901166621448781,0.0143792876245107,108230,574,0.0186426882678966,2182,2240,2003,2018,3.8987,3.67370046320124,115,183,0.0114530444556413,NA,0.0172413793103448," Rap gangsta/Hardcore",0.612068965517241,NA,0.0862068965517241,0.0172413793103448,NA,0.129310344827586," Rap gangsta/Hardcore"
 "Senamo",3.65294695124168,49,4059,27503,3806,0.0314379442318207,0.0447941888619855,0.701830863121186,0.0762321330938061,0.931025706286587,0.00719921463113115,103571,321,0.0114532960040723,2482,1461,2011,2022,3.7813,3.9599,53,86,0.00785368868850671,0.122448979591837,0.326530612244898,"Rap poétique",NA,0.0816326530612245,0.102040816326531,0.0816326530612245,NA,0.0204081632653061,"Rap poétique"
 "R.E.D.K.",3.87666257786757,65,6547,41577,4774,0.0322955919172504,0.0397562024228017,0.81234096692112,0.0720517943400521,0.951030617889699,0.00404069557688145,102796,439,0.0194097698246627,2561,2402,2012,2023,3.9399,4.113,38,38,0.00690285494383914,0.0615384615384615,0.0615384615384615,"Egotrip/Méta-rap",NA,0.0153846153846154,0.446153846153846,0.0307692307692308,NA,0.215384615384615,"Egotrip"
 "nelick",3.76999841093278,78,4062,31465,3451,0.0399032648125756,0.0353774399723614,1.1279296875,0.075280704784937,0.919911012235818,0.00737327188940092,99957,601,0.0136977594152233,1960,1888,2014,2024,3.8734,3.9922,68,64,0.00867630700778643,0.320512820512821,0.166666666666667,"Rap coquin",NA,0.294871794871795,0.0512820512820513,0.0256410256410256,0.0256410256410256,NA,"Rap coquin"
@@ -202,7 +202,7 @@
 "Neg’ Marrons",3.90020479213598,72,5994,48830,3973,0.0392044325732324,0.0314783338116156,1.24544179523142,0.070682766384848,0.92772885521196,0.00204792135981978,95061,224,0.0184517714519762,2149,2076,1995,2016,3.8174,3.8795,27,15,0.00835551914806471,0.125,0.194444444444444,"Egotrip/Méta-rap",0.0138888888888889,0.125,0.194444444444444,0.0277777777777778,NA,0.194444444444444,"Egotrip"
 "Don Choa",3.89840629572508,39,4220,25287,4197,0.0352336370475633,0.0494859149042882,0.711993243243243,0.0847195519518515,0.946177877961008,0.0082651164630047,86420,217,0.0172025151263495,2333,2047,2002,2017,3.8896,3.8855,76,123,0.00794874836872701,0.0769230769230769,0.230769230769231,"Rap conscient",0.0256410256410256,0.0769230769230769,0.17948717948718,0.102564102564103,NA,0.230769230769231,"Rap conscient"
 "Lacraps",3.81377668120266,124,8753,69712,4565,0.0331651045421774,0.0436269922839743,0.760196905766526,0.0767920968261517,0.935118774386045,0.0063977507459261,86376,742,0.0149902455818224,2461,2140,2013,2022,3.7318,3.7437,47,112,0.00796132660087216,0.0161290322580645,0.314516129032258,"Rap poétique",NA,0.00806451612903226,0.233870967741935,0.0241935483870968,NA,0.225806451612903,"Rap poétique"
-"Black Kent",3.69019759118769,121,7936,69993,4249,0.0286014754855877,0.022466897178094,1.27304964539007,0.0510683726636817,0.896646807537897,0.00551483719800551,84912,527,0.00991527724200992,2327,2088,2009,2017,3.6524,4.14354380598645,60,25,0.0122297944080122,0.107438016528926,0.115702479338843," Rap gangsta/Hardcore",0.247933884297521,0.0413223140495868,0.12396694214876,0.0578512396694215,0.00826446280991736,0.0578512396694215," Rap gangsta/Hardcore"
 "Fixpen Sill",3.95749771493091,60,6390,37198,4908,0.0345960024913652,0.0360964837778155,0.95843137254902,0.0706924862691807,0.949567181031238,0.00368299370933921,83591,474,0.0195978278402065,2838,2134,2011,2019,3.9862,4.0326,49,31,0.00844131404914243,0.0666666666666667,0.35,"Rap poétique",0.0333333333333333,0.0333333333333333,0.183333333333333,0.1,NA,0.0333333333333333,"Rap poétique"
 "Fayçal",4.5627857120338,62,7951,31719,6775,0.0351212193541787,0.0450779145497323,0.779122541603631,0.0801991339039111,0.924587786500205,0.00113496642390996,83334,567,0.0474794287335666,3436,3252,2006,2021,4.8267,4.1045,9,11,0.00501276837226899,0.0161290322580645,0.758064516129032,"Rap poétique",NA,NA,0.0806451612903226,NA,NA,0.0806451612903226,"Rap poétique"
 "Dibson",3.74593310619511,64,5752,41678,4098,0.0292758089368259,0.0373717061450471,0.783368273934312,0.066647515081873,0.918734104323624,0.0044147991746245,81321,220,0.0114208935169634,2264,2232,2013,2022,3.7281,3.939,56,38,0.0101012524593311,0.21875,0.25,"Rap poétique",0.046875,0.15625,0.03125,0.140625,NA,0.078125,"Rap poétique"
@@ -214,7 +214,7 @@
 "Fabe",3.89840366816677,76,6625,47108,4590,0.0360622462787551,0.0329950383400992,1.09295967190704,0.0690572846188543,0.941241402734143,0.00227137641164983,62379,470,0.0226076250318417,2303,2374,1994,2010,3.9354,4.1284,37,23,0.00944637853443152,0.0263157894736842,0.236842105263158,"Rap conscient",NA,0.0263157894736842,0.157894736842105,0.0394736842105263,NA,0.289473684210526,"Rap conscient"
 "ISK",3.72832977007614,83,6252,53322,3964,0.0293980306567861,0.0340066998274287,0.864477611940298,0.0634047304842148,0.923727542102697,0.0020441843891827,60707,444,0.013221559581411,1767,2201,2018,2023,3.7474,3.522,13,21,0.00950827050748284,0.108433734939759,0.0963855421686747,"Gangsta rap/Moula",0.0120481927710843,0.036144578313253,0.072289156626506,0.289156626506024,NA,0.0602409638554217,"Gangsta"
 "So La Lune",3.54182738458853,121,5263,57295,3211,0.0271240674939073,0.0309006008966941,0.877784467188441,0.0580246683906015,0.938179596823458,0.00401431189458068,57836,1077,0.00628327079151758,1668,1708,2019,2023,3.5112,4.05355191256831,49,21,0.00951217383715857,0.148760330578512,0.223140495867769,"Chansons d'amour",0.00826446280991736,0.380165289256198,0.0165289256198347,0.0578512396694215,NA,0.0165289256198347,"Chansons d'amour"
-"Jorrdee",3.7138218189224,243,7866,88382,3365,0.0336671482089077,0.0340711539874146,0.988142292490119,0.0677383021963223,0.924192708922631,0.018420040279695,57205,1246,0.0114729243511122,1896,1755,2011,2022,3.8242,4.046875,248,93,0.0173451607793442,0.267489711934156,0.0452674897119342," Rap gangsta/Hardcore",0.271604938271605,0.111111111111111,0.0205761316872428,0.131687242798354,NA,0.00411522633744856," Rap gangsta/Hardcore"
 "Roshi",3.7308624077218,93,6091,52423,3795,0.032746553552492,0.036542948038176,0.89611143354614,0.0692895015906681,0.899414379184709,0.00713427312439197,55595,704,0.00843141369246323,1963,1936,2016,2023,3.7662,3.99216837983358,102,26,0.0166720714190336,0.10752688172043,0.0752688172043011,"Gangsta rap/Moula",0.10752688172043,0.032258064516129,0.021505376344086,0.462365591397849,NA,0.010752688172043,"Gangsta"
 "Lesram",3.64311823181772,46,4459,29273,4076,0.0248901903367496,0.0287335285505124,0.86624203821656,0.0536237188872621,0.933283230280463,0.00546578758582995,54343,378,0.00994090117172821,2188,2039,2011,2024,3.6592,3.8046,40,59,0.0170122638608957,0.0869565217391304,0.0217391304347826,"Gangsta rap/Moula",NA,NA,NA,0.695652173913043,NA,NA,"Gangsta"
 "Fresh laDouille",3.62052967842846,52,3656,37721,2835,0.0231884057971014,0.0280958530635672,0.825331971399387,0.0512842588606687,0.923755997985207,0.00739641048752684,52441,276,0.00978234935447098,1754,1573,2019,2024,3.6331,3.6325,82,59,0.00911958855809761,0.115384615384615,0.0192307692307692,"Gangsta rap/Moula",NA,0.0769230769230769,NA,0.673076923076923,NA,NA,"Gangsta"
@@ -232,13 +232,13 @@
 "Limsa d’Aulnay",3.73396391662288,51,4660,28545,4200,0.0339106166609321,0.0356309974385442,0.951716738197425,0.0695416140994762,0.916342616920652,0.00602557365563146,40976,344,0.0134874759152216,2585,1845,2013,2023,3.7897,3.6602,98,25,0.0142231564196882,0.137254901960784,0.0980392156862745,"Egotrip/Méta-rap",0.0392156862745098,0.0196078431372549,0.294117647058824,0.0980392156862745,NA,0.0196078431372549,"Egotrip"
 "Busta Flex",3.74859164897381,127,8078,70650,3978,0.0328645817093324,0.0322253749493312,1.01983551040155,0.0650899566586636,0.907883934890304,0.006482661004954,40669,424,0.0144656758669498,2247,2153,1998,2021,3.6913,3.9795,51,85,0.0154140127388535,0.110236220472441,0.0708661417322835,"Egotrip/Méta-rap",0.0866141732283465,0.0078740157480315,0.503937007874016,0.047244094488189,NA,0.031496062992126,"Egotrip"
 "Kerchak",3.57159187406101,52,3588,30618,3147,0.0241278002203452,0.032427469702534,0.7440543601359,0.0565552699228792,0.889346136259716,0.00842641583382324,40605,262,0.00973283689333072,1781,1850,2021,2024,3.4787,3.46153846153846,89,82,0.00934091057547848,0.0769230769230769,NA,"Gangsta rap/Moula",0.0192307692307692,NA,NA,0.596153846153846,NA,NA,"Gangsta"
-"3010",3.78676456655613,219,10576,105550,4234,0.0286077361765435,0.0279568559385073,1.02328159645233,0.0565645921150508,0.917025106584557,0.0103079109426812,40554,856,0.0145239223117006,2145,2002,2009,2022,3.7848,3.9967,51,58,0.0106774040738986,0.155251141552511,0.132420091324201," Rap gangsta/Hardcore",0.178082191780822,0.0502283105022831,0.105022831050228,0.123287671232877,NA,0.0228310502283105," Rap gangsta/Hardcore"
 "Kohndo",4.05165289256198,69,5928,35332,4896,0.0338807785888078,0.0403284671532847,0.840120663650075,0.0742092457420925,0.930601154760557,0.00251896297973508,38701,241,0.0200101890637383,2588,2098,2003,2022,4.2116,3.8174,34,6,0.00868900713234462,0.0434782608695652,0.36231884057971,"Rap poétique",NA,0.0869565217391304,0.130434782608696,0.0434782608695652,NA,0.217391304347826,"Rap poétique"
 "Assassin (FRA)",4.2580917906307,61,6005,37847,4637,0.0282597779389611,0.0302404731350778,0.93450184501845,0.058500251074039,0.94712923085053,0.00346130472692684,36735,433,0.035854889423204,2220,2268,1990,2005,4.3416,3.8932,40,58,0.00557507860596613,NA,0.180327868852459,"Rap conscient",NA,NA,0.295081967213115,NA,NA,0.442622950819672,"Rap conscient"
 "Elh Kmer",3.79225075241995,74,4838,36881,3867,0.0321681256745413,0.0377743134668425,0.851587301587302,0.0699424391413839,0.90442233128169,0.00759198503294379,36363,350,0.0129606030205255,2101,1908,2015,2023,3.9279,3.648,164,18,0.0112524063881131,0.162162162162162,0.175675675675676,"Gangsta rap/Moula",0.162162162162162,0.0405405405405405,0.027027027027027,0.283783783783784,NA,0.0135135135135135,"Gangsta"
 "Tiers",3.96794502927936,59,5151,29543,4598,0.0323581063408437,0.0379254941523745,0.85320197044335,0.0702836004932182,0.905899874758826,0.00463730833023051,35748,474,0.0219679788782453,2590,1928,2009,2020,4.04,3.7848,43,48,0.00971465321734421,0.0508474576271186,0.0677966101694915,"Rap conscient",0.0338983050847458,0.0169491525423729,0.0847457627118644,0.0338983050847458,NA,0.322033898305085,"Rap conscient"
 "Beendo Z",3.57548895455185,51,4366,35535,3570,0.0269451920724248,0.0251712747736726,1.07047387606318,0.0521164668460974,0.920106936822851,0.00661319825524131,34127,295,0.00953989024905023,2090,1815,2020,2023,3.6342,4.01747678864009,113,36,0.0138455044322499,0.0588235294117647,NA,"Gangsta rap/Moula",0.0588235294117647,NA,0.117647058823529,0.568627450980392,NA,0.0196078431372549,"Gangsta"
-"Retro X",3.79527326440177,148,5508,54160,3432,0.0287423339379805,0.0271875269931761,1.0571882446386,0.0559298609311566,0.855022156573117,0.0206979320531758,33650,645,0.0094903988183161,1775,1948,2014,2023,3.7167,3.6168,201,165,0.0141617429837518,0.108108108108108,0.0337837837837838," Rap gangsta/Hardcore",0.527027027027027,0.0540540540540541,NA,0.0878378378378378,NA,0.00675675675675676," Rap gangsta/Hardcore"
 "Barack",3.74671520391332,71,4099,35162,3206,0.0397868998860592,0.0355680103470576,1.11861471861472,0.0753549102331167,0.923525396735112,0.00591547693532791,31740,394,0.0108071213241568,1692,1612,2016,2023,3.816,3.7308,49,52,0.00750810534099312,0.267605633802817,0.0985915492957746,"Chansons d'amour",0.112676056338028,0.28169014084507,NA,0.0704225352112676,NA,0.028169014084507,"Chansons d'amour"
 "La Rumeur",4.17940171927335,127,10203,60607,5666,0.0294284779501662,0.0373151034043359,0.788647900323027,0.0667435813545021,0.958189648060455,0.00668239642285545,31395,500,0.0289735509099609,2808,2884,1997,2023,4.2263,4.0624,87,63,0.00767238107809329,0.0236220472440945,0.220472440944882,"Rap conscient",NA,0.0078740157480315,0.0708661417322835,NA,0.0236220472440945,0.377952755905512,"Rap conscient"
 "Kamini",3.83474835551476,45,3590,26148,3506,0.0352098090385651,0.040263452218218,0.874485596707819,0.0754732612567831,0.923244607618174,0.0101728621691908,30869,180,0.0178981184029371,1916,1785,2006,2020,3.8945,4.0372,42,69,0.00661618479424813,0.0888888888888889,0.222222222222222,"Rap conscient",0.0222222222222222,0.0666666666666667,0.111111111111111,0.0222222222222222,NA,0.222222222222222,"Rap conscient"
@@ -249,10 +249,10 @@
 "Mysa",4.23017145246724,80,12351,86088,5572,0.0332709003011972,0.0373838872155711,0.889979688557888,0.0706547875167683,0.917874732831521,0.00227674007991822,25494,421,0.0336632283245052,2578,2876,2004,2021,4.0565,3.59381514940931,31,33,0.00763172567605241,NA,0.1375,"Rap conscient",NA,NA,0.1,NA,NA,0.625,"Rap conscient"
 "VII",4.33466830162784,184,14396,88891,6284,0.0287394173083141,0.0427977822749644,0.671516508114158,0.0715371995832784,0.939453937968973,0.00292493053289984,24564,857,0.0402740434914671,3006,2735,2008,2024,4.2357,3.90338812479034,32,27,0.00763856858399613,0.00543478260869565,0.391304347826087,"Rap poétique",NA,0.233695652173913,0.0434782608695652,0.00543478260869565,NA,0.190217391304348,"Rap poétique"
 "Zesau",4.00060714285714,56,5198,28000,4878,0.0243490838958534,0.0376888460302154,0.646055437100213,0.0620379299260688,0.888857142857143,0.00685714285714286,24376,276,0.0180357142857143,2443,2165,2008,2022,3.8379,4.3021,70,61,0.012,0.0714285714285714,0.25,"Rap poétique",0.107142857142857,NA,0.214285714285714,0.0714285714285714,0.0178571428571429,0.0892857142857143,"Rap poétique"
-"Green Money",3.82054892660392,107,5018,40479,3715,0.0323981295925184,0.0319527944778446,1.01393728222997,0.0643509240703629,0.887571333283925,0.0107463129029867,23705,381,0.0134884755058178,2046,1980,2007,2021,3.6977,4.519,142,72,0.00711480026680501,0.0560747663551402,0.11214953271028," Rap gangsta/Hardcore",0.392523364485981,0.0841121495327103,0.0186915887850467,0.0934579439252336,0.00934579439252336,0.0560747663551402," Rap gangsta/Hardcore"
 "Abou Tall",3.66345007047598,52,3466,27669,3242,0.0463571042262227,0.0355790774936259,1.30293159609121,0.0819361817198486,0.935559651595649,0.00722830604647801,23576,249,0.012504969460407,1861,1581,2009,2023,3.723,3.6906,110,46,0.00755357981856952,0.173076923076923,0.134615384615385,"Chansons d'amour",0.134615384615385,0.25,0.0192307692307692,0.115384615384615,NA,NA,"Chansons d'amour"
 "Bekar",3.88839034118004,89,6002,46134,4002,0.0316945107398568,0.0339856801909308,0.932584269662921,0.0656801909307876,0.90822386959726,0.00346815797459574,22685,494,0.016105258594529,2389,1912,2015,2023,3.9756,3.7389,47,27,0.00949408245545585,0.134831460674157,0.460674157303371,"Rap poétique",NA,0.123595505617978,0.0337078651685393,0.0674157303370786,NA,0.0337078651685393,"Rap poétique"
-"Jack Uzi",3.70710761351571,87,4150,32022,3552,0.0256176281726317,0.042684781506641,0.600158353127474,0.0683024096792727,0.924020985572419,0.0164262069826994,22328,238,0.0149896945849728,1891,1979,2018,2023,3.7127,3.6562,148,110,0.0080569608394229,0.0804597701149425,NA," Rap gangsta/Hardcore",0.482758620689655,NA,0.0459770114942529,0.0804597701149425,NA,0.0229885057471264," Rap gangsta/Hardcore"
 "100 Blaze",3.72411260709914,51,3703,28595,3347,0.0257550268364976,0.0329247776976688,0.782238442822384,0.0586798045341665,0.873089700996678,0.00804336422451478,22314,252,0.0102115754502535,2060,1630,2015,2023,3.8223,4.09427828348505,98,88,0.0132540653960483,0.176470588235294,0.0196078431372549,"Gangsta rap/Moula",0.176470588235294,NA,0.0980392156862745,0.333333333333333,NA,NA,"Gangsta"
 "Kemmler",3.7573597359736,60,4742,30300,4210,0.0395354583642204,0.0452186805040771,0.87431693989071,0.0847541388682975,0.934950495049505,0.00646864686468647,21405,237,0.0125412541254125,2184,2336,2016,2022,3.7141,3.5194,56,79,0.0145874587458746,0.183333333333333,0.233333333333333,"Chansons d'amour",NA,0.4,0.116666666666667,NA,NA,NA,"Chansons d'amour"
 "Le 3ème Œil",3.92283437870826,49,4223,29495,3782,0.0382925522414717,0.0422575459903554,0.906170752324598,0.0805500982318271,0.949143922698762,0.00440752669944058,21097,184,0.0193931174775386,2332,2381,1997,2023,3.9086,3.92031156381067,45,36,0.00728937107984404,NA,0.244897959183673,"Egotrip/Méta-rap",NA,0.0612244897959184,0.306122448979592,0.0612244897959184,NA,0.204081632653061,"Egotrip"

 "rappeur","means_word_length","n_songs","n_unique_words","n_total_words","diversity","positivity","negativity","positivity_ratio","emotionality","frenchity","profanity","pageviews","contributors","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","Rap coquin","Rap poétique","Catégorie"," Rap gangsta/Hardcore","Chansons d'amour","Egotrip/Méta-rap","Gangsta rap/Moula","Inclassable","Rap conscient","Catégorie_short"
+"Booba",3.85623092109268,238,12828,114983,4950,0.0290701683528218,0.0375025858757006,0.775151037562385,0.0665727542285224,0.882852247723577,0.0101667202977832,25671559,9523,0.0171242705443413,2357,2372,2001,2024,3.8448,3.8148,126,68,0.00994929685257821,0.0672268907563025,0.0378151260504202," Rap gangsta/Hardcore",0.19327731092437,0.0252100840336134,0.189075630252101,0.151260504201681,0.0126050420168067,0.0714285714285714,"Hardcore"
 "PNL",3.65640605393224,75,4619,39049,3531,0.0367959241437871,0.0405321256722332,0.907821229050279,0.0773280498160204,0.904760685292837,0.0101667136162258,25261716,6309,0.00891187994570924,2011,1807,2014,2023,3.604,3.74212598425197,97,100,0.0116008092396732,0.306666666666667,0.106666666666667,"Rap coquin",0.0133333333333333,0.0933333333333333,0.0666666666666667,0.2,0.0133333333333333,NA,"Rap coquin"
 "Nekfeu",3.82594752992564,137,11860,108519,4938,0.0326507372430448,0.0359982722400016,0.907008453776929,0.0686490094830463,0.938692763479206,0.00503137699389047,19971399,6284,0.0177572590974852,2819,2076,2010,2020,4.0298,3.7013,53,12,0.0117122347238732,0.138686131386861,0.262773722627737,"Rap poétique",0.0072992700729927,0.131386861313869,0.109489051094891,0.0583941605839416,0.0072992700729927,0.124087591240876,"Rap poétique"
 "JuL",3.68843981742242,865,23338,598321,3665,0.0300369062337715,0.0352799200149325,0.851388161341016,0.065316826248704,0.904365716730651,0.00554886089573991,19876471,9057,0.0117930007470906,1898,2001,2007,2024,3.511,3.9868,61,36,0.00947317577019693,0.433526011560694,0.0427745664739884,"Rap coquin",0.0127167630057803,0.092485549132948,0.0300578034682081,0.295953757225434,NA,0.0046242774566474,"Rap coquin"
+"Damso",3.78262334622069,123,6630,56386,3957,0.0349554356862518,0.0386481835933724,0.904452226113057,0.0736036192796242,0.917302167204625,0.0124676338098109,17530388,5853,0.0169900329869116,2163,1848,2012,2023,3.9014,3.8665,170,120,0.00957684531621324,0.146341463414634,0.16260162601626," Rap gangsta/Hardcore",0.203252032520325,0.146341463414634,0.00813008130081301,0.170731707317073,NA,0.024390243902439,"Hardcore"
 "Lacrim",3.75466769855858,216,10866,124044,4042,0.0309095716552089,0.0382689934778777,0.807692307692308,0.0691785651330866,0.914675437747896,0.00911773241752926,10799721,3930,0.0117538937796266,2445,1940,2009,2023,3.9877,3.94188861985472,59,85,0.00802940891941569,0.143518518518519,0.101851851851852,"Gangsta rap/Moula",0.0185185185185185,0.0648148148148148,0.0694444444444444,0.319444444444444,0.00462962962962963,0.0787037037037037,"Gangsta"
 "SCH",3.70440435322475,153,8600,82146,4082,0.0295437744217974,0.0306262540923012,0.964655172413793,0.0601700285140986,0.922162978112142,0.0074258028388479,9733777,4322,0.0105422053417087,2438,2206,2011,2023,3.8066,3.5801,99,41,0.00870401480291189,0.0784313725490196,0.117647058823529,"Gangsta rap/Moula",0.0130718954248366,0.0457516339869281,0.0522875816993464,0.372549019607843,0.0130718954248366,0.0065359477124183,"Gangsta"
 "Gims",3.72842180629882,202,10065,108941,4027,0.0272324634905435,0.0317013805761711,0.859030837004405,0.0589338440667145,0.920204514370164,0.00395626990756465,9474988,3445,0.0148153587721794,2258,1435,2005,2024,3.7889,3.7677,76,5,0.0127316620923252,0.163366336633663,0.133663366336634,"Chansons d'amour",0.0198019801980198,0.277227722772277,0.103960396039604,0.0742574257425743,NA,0.0445544554455446,"Chansons d'amour"
 "Kaaris",3.83887292378319,200,11666,110658,4544,0.0240713612008589,0.0309144909795107,0.77864329763064,0.0549858521803697,0.900630772289396,0.00998572177339189,7299079,4341,0.0142963003126751,2321,1960,2000,2023,3.8836,4.0204,86,71,0.0124256718899673,0.075,0.06,"Gangsta rap/Moula",0.18,NA,0.11,0.315,NA,0.045,"Gangsta"
 "OrelSan",3.93004993322882,109,7989,68892,4342,0.0409623689080814,0.0386489821098088,1.05985634477255,0.0796113510178902,0.941183301399292,0.00583522034488765,6838303,3914,0.0215845090866864,2367,1912,2002,2022,3.9625,4.0606,114,50,0.0089850780932474,0.146788990825688,0.247706422018349,"Rap poétique",NA,0.201834862385321,0.192660550458716,0.0091743119266055,NA,0.0825688073394495,"Rap poétique"
 "Niro",3.83118319466842,234,11747,140146,4269,0.0308537419194431,0.0401774614619592,0.76793656932895,0.0710312033814023,0.918356571004524,0.0100395302042156,6510417,3060,0.0151984359168296,2109,1778,2010,2023,3.7108,3.7359,105,53,0.0106531759736275,0.0726495726495727,0.145299145299145,"Gangsta rap/Moula",0.047008547008547,0.0598290598290598,0.170940170940171,0.252136752136752,NA,0.0854700854700855,"Gangsta"
+"Freeze Corleone",3.967867127957,153,8788,78331,4227,0.0196590223295112,0.0298129149064575,0.659412955465587,0.0494719372359686,0.846152864127868,0.0280221112969322,6508840,4793,0.0176558450677254,2196,2163,2010,2023,3.8359,3.7687,155,137,0.0319030779640245,NA,0.0065359477124183," Rap gangsta/Hardcore",0.830065359477124,NA,0.0718954248366013,0.0457516339869281,NA,0.0130718954248366,"Hardcore"
 "La Fouine",3.85483269190471,315,14227,195657,4249,0.0286146455319004,0.0350842407006651,0.815598256095592,0.0636988862325655,0.902180857316631,0.00866823062808895,5542089,3911,0.0136003311918306,2018,1844,1997,2021,3.8667,3.9492,81,65,0.0118779292333011,0.0698412698412698,0.114285714285714,"Gangsta rap/Moula",0.0952380952380952,0.0793650793650794,0.107936507936508,0.212698412698413,0.00634920634920635,0.0698412698412698,"Gangsta"
 "Rohff",3.97547979341673,315,20387,237967,5084,0.0369541492256897,0.039938110434194,0.925285368384642,0.0768922596598837,0.91256770896805,0.0067908575558796,5432956,3837,0.0225661541306147,2502,2442,1997,2023,3.9076,3.7555,58,33,0.0117957531926696,0.0761904761904762,0.120634920634921,"Egotrip/Méta-rap",0.0285714285714286,0.0444444444444444,0.377777777777778,0.0666666666666667,0.00317460317460317,0.146031746031746,"Egotrip"
+"Niska",3.76359088009133,108,6009,59562,3345,0.0261631750949242,0.0349472013903319,0.748648648648649,0.0611103764852561,0.88877136429267,0.0101406937309023,5319941,2019,0.00960343843390081,2158,1645,2014,2022,3.8849,3.6561,87,131,0.00915012927705584,0.12962962962963,0.0185185185185185," Rap gangsta/Hardcore",0.314814814814815,0.0185185185185185,0.00925925925925926,0.305555555555556,NA,0.00925925925925926,"Hardcore"
 "Sexion d’Assaut",3.75586854460094,208,15354,193191,4326,0.0261175459234458,0.0389444394172473,0.670636073191984,0.0650619853406931,0.915239322742778,0.00631499396969838,4177745,3014,0.0137325237718113,2142,2174,2002,2022,3.7741,3.8863,51,39,0.0127076313078767,0.0384615384615385,0.120192307692308,"Egotrip/Méta-rap",0.0432692307692308,0.0432692307692308,0.336538461538462,0.0769230769230769,NA,0.153846153846154,"Egotrip"
 "Lomepal",3.85021273211659,109,8308,75447,4029,0.0470359031450042,0.0372251600333983,1.26355140186916,0.0842610631784024,0.952456691452278,0.00645486235370525,3993995,2690,0.0156931355786181,2515,1751,2011,2022,3.8667,3.6503,45,34,0.011451747584397,0.165137614678899,0.403669724770642,"Rap poétique",0.0091743119266055,0.247706422018349,0.0458715596330275,0.0091743119266055,NA,0.055045871559633,"Rap poétique"
 "Bigflo & Oli",3.83212895526911,119,10026,105587,4153,0.0328830889812807,0.0312319719906901,1.05286624203822,0.0641150609719708,0.952181613266785,0.0030117343991211,3876153,2821,0.0147934878346766,2397,2569,2005,2023,3.8791,3.6195,34,29,0.00768086980404785,0.0840336134453782,0.26890756302521,"Rap poétique",0.0168067226890756,0.184873949579832,0.243697478991597,0.00840336134453781,NA,0.0588235294117647,"Rap poétique"
 "Alonzo",3.82736939540344,171,9118,88588,3799,0.0276958970435132,0.033453332162613,0.827896512935883,0.0611492292061262,0.899930013094324,0.005124847609157,2964474,1699,0.0142570099787782,2267,1882,2000,2023,3.9295,3.7455,46,33,0.00749537183365693,0.128654970760234,0.105263157894737,"Gangsta rap/Moula",0.064327485380117,0.105263157894737,0.0526315789473684,0.309941520467836,NA,0.0409356725146199,"Gangsta"
 "Dinos",3.75872564935065,183,8942,98560,3849,0.0350637623064555,0.0320463405501839,1.09415807560137,0.0671101028566394,0.92132711038961,0.00422077922077922,2836896,3150,0.0152698863636364,2462,1721,2011,2023,3.8154,3.6538,48,20,0.0126318993506494,0.136612021857924,0.316939890710383,"Rap poétique",0.087431693989071,0.169398907103825,0.0765027322404372,0.0819672131147541,NA,0.0218579234972678,"Rap poétique"
 "Kalash",3.68536882168656,95,5358,38623,4163,0.037215735469137,0.0376982212358069,0.987201365187713,0.0749139567049439,0.804934883359656,0.00709421847085933,2836227,1000,0.00916552313388395,2076,1777,2010,2023,3.7303,4.3327,49,65,0.00680941407969345,0.231578947368421,0.0736842105263158,"Rap coquin",0.136842105263158,0.178947368421053,0.0105263157894737,0.0631578947368421,NA,0.0631578947368421,"Rap coquin"
+"Gradur",3.79591836734694,103,6303,56693,3719,0.0238703670687982,0.0368455458489333,0.647849462365591,0.0607159129177314,0.890427389624821,0.0157162259890992,2803911,1545,0.0095249854479389,1969,1608,2013,2023,3.844,3.76836096168624,243,102,0.0137053957278676,0.145631067961165,0.0388349514563107," Rap gangsta/Hardcore",0.330097087378641,0.0485436893203883,0.0388349514563107,0.300970873786408,NA,0.0194174757281553,"Hardcore"
 "Soolking",3.71589577134614,81,4406,33273,3668,0.0344051220713431,0.0294448744107507,1.16845878136201,0.0638499964820939,0.854326330658492,0.00357647341688456,2791355,904,0.011751269798335,2186,1518,2015,2024,3.8552,4.17789291882556,64,29,0.0125627385567878,0.271604938271605,0.0864197530864197,"Rap coquin",0.0123456790123457,0.209876543209877,NA,0.111111111111111,NA,0.037037037037037,"Rap coquin"
 "Kery James",4.0427698020923,155,10951,110405,4341,0.0366405336502521,0.0407617550652686,0.898894897719257,0.0774022887155207,0.945047778633214,0.000996331687876455,2654252,2038,0.0259861419319777,2247,2074,1999,2023,3.9754,3.8003,8,8,0.00706489742312395,0.0258064516129032,0.329032258064516,"Rap conscient",0.00645161290322581,0.0709677419354839,0.148387096774194,0.0193548387096774,NA,0.335483870967742,"Rap conscient"
 "Lartiste",3.80160544957385,132,7209,62537,3681,0.0369814824735273,0.0342851020517491,1.07864583333333,0.0712665845252763,0.895485872363561,0.00460527367798263,2592368,1201,0.0132881334250124,1950,1742,2010,2023,3.8215,3.6655,41,30,0.00885875561667493,0.234848484848485,0.0984848484848485,"Rap coquin",0.00757575757575758,0.181818181818182,0.0454545454545455,0.159090909090909,NA,0.0303030303030303,"Rap coquin"
 "S-Crew",3.75503528790147,83,9220,79489,4381,0.0288674757085836,0.0357349245386983,0.807822489657766,0.0646024002472819,0.936091786284895,0.00623985708714413,2262600,1786,0.0153731962913107,2544,2026,2010,2022,3.7318,4.10761883607286,65,36,0.0120142409641586,0.108433734939759,0.192771084337349,"Egotrip/Méta-rap",0.0120481927710843,0.0602409638554217,0.27710843373494,0.120481927710843,NA,0.0843373493975904,"Egotrip"
 "Laylow",3.75472762502759,84,5089,40771,3798,0.0315527412458732,0.032662228716783,0.966031483015741,0.0642149699626563,0.906379534473032,0.00836378798655907,2191336,2049,0.0145446518358637,1972,1824,2014,2021,3.7845,3.901,87,92,0.0110617841112555,0.428571428571429,0.0476190476190476,"Rap coquin",0.0595238095238095,0.166666666666667,0.0119047619047619,0.142857142857143,NA,0.0238095238095238,"Rap coquin"
 "Dosseh",3.75648710239568,171,11196,104438,4646,0.0332246872042898,0.037072863000736,0.896199659671015,0.0702975502050258,0.910683850705682,0.00994848618319003,2186584,2084,0.0149466669220016,2488,2013,2007,2023,3.9342,3.9183227778991,64,83,0.0105804400697064,0.0818713450292398,0.0526315789473684,"Gangsta rap/Moula",0.12280701754386,0.0526315789473684,0.140350877192982,0.198830409356725,NA,0.111111111111111,"Gangsta"
+"MZ",3.77708432263754,88,6627,58964,4048,0.0353742002678173,0.0365087040618956,0.968925114620479,0.0718829043297128,0.911878434298894,0.0124313140221152,2103219,1018,0.0126348280306628,2230,1715,2012,2023,3.7748,3.7178,115,104,0.0154670646496167,0.147727272727273,0.0454545454545455," Rap gangsta/Hardcore",0.25,0.0681818181818182,0.136363636363636,0.204545454545455,NA,0.0340909090909091,"Hardcore"
+"Ateyaba",3.80285541783571,135,7495,56314,4470,0.0254372019077901,0.0279849985732339,0.908958485069192,0.053422200481024,0.871222076215506,0.0162836949959158,2080402,2527,0.0135845438079341,2163,2126,2009,2024,3.7025,3.7811,188,201,0.0118443015946301,0.0962962962962963,NA," Rap gangsta/Hardcore",0.6,0.0148148148148148,0.0592592592592593,0.103703703703704,0.00740740740740741,0.00740740740740741,"Hardcore"
 "PLK",3.68836102979163,176,8291,92912,3749,0.0279454970273209,0.0317856894996183,0.879184861717613,0.0597311865269392,0.930493370070604,0.00649001205441708,2056480,2021,0.0105799035646633,2424,1984,2013,2024,3.7217,4.13360762234734,100,57,0.0116454279318064,0.153409090909091,0.0568181818181818,"Gangsta rap/Moula",0.0568181818181818,0.0511363636363636,0.102272727272727,0.403409090909091,NA,0.0284090909090909,"Gangsta"
 "Hugo TSR",3.8236640585983,75,7373,48056,4781,0.0277166054943833,0.0364141919697475,0.76114844227245,0.0641307974641308,0.935471117030132,0.00572249042783419,2031493,1831,0.016626435824871,2417,2318,2005,2023,3.8657,3.8859,81,36,0.0107999001165307,0.0266666666666667,0.213333333333333,"Egotrip/Méta-rap",0.0133333333333333,0.0133333333333333,0.306666666666667,0.0533333333333333,NA,0.173333333333333,"Egotrip"
 "Alpha Wann",3.90456073407831,74,7248,44028,4734,0.0304232140167679,0.0263065414930468,1.15648854961832,0.0567297555098148,0.904833287907695,0.00642772780957572,2025934,2849,0.017579721995094,2769,2542,2011,2020,3.9677,3.9184,71,64,0.0146270555101299,0.0810810810810811,0.0135135135135135,"Egotrip/Méta-rap",0.202702702702703,0.0135135135135135,0.418918918918919,0.148648648648649,NA,NA,"Egotrip"
+"Kalash Criminel",3.84269199009083,85,5512,46018,3702,0.0360594613158024,0.0488642496197812,0.737951807228916,0.0849237109355836,0.885870746229736,0.00819244643400409,2001749,1364,0.0158633578165066,2070,1892,2015,2024,3.956,3.5893,78,74,0.0106697379286366,0.0705882352941176,0.0235294117647059," Rap gangsta/Hardcore",0.188235294117647,0.0352941176470588,0.152941176470588,0.0705882352941176,NA,0.129411764705882,"Hardcore"
 "Koba LaD",3.56566690723553,113,5162,59581,2971,0.0261694767915678,0.0298821015267037,0.875757575757576,0.0560515783182715,0.926755173629177,0.0088451016263574,1858363,1432,0.0101878115506621,1771,1688,2017,2024,3.6179,3.8805,71,73,0.00657927862909317,0.106194690265487,0.0353982300884956,"Gangsta rap/Moula",NA,0.0353982300884956,NA,0.63716814159292,NA,NA,"Gangsta"
 "Sneazzy",3.78092329986544,91,7417,57966,4292,0.0315546289513721,0.0314419338479743,1.00358422939068,0.0629965627993464,0.918486699099472,0.00664182451782079,1724744,1565,0.0128868647137977,2550,1595,2010,2022,3.8448,3.7957,90,31,0.0142152296173619,0.142857142857143,0.0659340659340659,"Gangsta rap/Moula",0.0879120879120879,0.153846153846154,0.175824175824176,0.252747252747253,NA,0.032967032967033,"Gangsta"
 "Lorenzo",3.87666376228104,113,4472,33283,3697,0.0346877131443048,0.0282568449771022,1.22758620689655,0.062944558121407,0.925066850944927,0.00988492623862032,1724666,1583,0.0157738184658835,2159,1649,2016,2022,3.7747,3.8859,216,41,0.0150226842532224,0.247787610619469,0.0619469026548673,"Rap coquin",0.00884955752212389,0.0530973451327434,0.0530973451327434,0.20353982300885,NA,0.0176991150442478,"Rap coquin"
 "Luidji",3.83876017532874,86,4681,31940,4033,0.0403176748901656,0.0307874281851977,1.30954994511526,0.0711051030753633,0.926424546023795,0.00801502817783344,866822,896,0.0142141515341265,2215,2020,2011,2023,3.7945,3.8321,72,39,0.00889167188478397,0.244186046511628,0.0930232558139535,"Chansons d'amour",0.0581395348837209,0.325581395348837,0.0813953488372093,0.0813953488372093,NA,0.0116279069767442,"Chansons d'amour"
 "MC Solaar",4.04080936128718,152,9919,61530,5436,0.0338258164852255,0.0270217729393468,1.25179856115108,0.0608475894245723,0.919616447261498,0.00113765642775882,861644,1636,0.0267186738176499,2472,2738,1990,2024,4.0725,3.66074950690335,10,10,0.00820737851454575,0.118421052631579,0.171052631578947,"Egotrip/Méta-rap",0.0131578947368421,0.0526315789473684,0.184210526315789,0.0197368421052632,NA,0.0921052631578947,"Egotrip"
 "Sinik",3.90631702301722,202,12449,135681,4284,0.0335959890980937,0.0437013377482409,0.768763402430307,0.0772973268463347,0.943765155032761,0.00549819060885459,833531,1433,0.0165609038848475,2260,2173,2000,2022,3.9716,3.7593,64,42,0.0082178049984891,0.0495049504950495,0.242574257425743,"Rap conscient",0.0198019801980198,0.0693069306930693,0.198019801980198,0.0297029702970297,NA,0.301980198019802,"Rap conscient"
+"Luv Resval",3.83631640054718,173,8599,86991,4025,0.0256328630367239,0.0264732847756329,0.968253968253968,0.0521061478123567,0.90276005563794,0.0102194479888724,752168,1654,0.0102654297571013,2039,2020,2014,2023,3.8651,3.9337,200,19,0.0181627984504144,0.179190751445087,0.0751445086705202," Rap gangsta/Hardcore",0.294797687861272,0.0578034682080925,0.0404624277456647,0.190751445086705,NA,NA,"Hardcore"
 "L’Entourage",3.88980441868888,37,6484,44176,4785,0.0303682911484296,0.0381841939698979,0.79531051964512,0.0685524851183274,0.935485331401666,0.00756066642520826,743257,697,0.0207126041289388,2655,2645,2011,2014,3.8663,3.7634,80,75,0.0102318000724375,0.108108108108108,0.189189189189189,"Egotrip/Méta-rap",NA,0.027027027027027,0.324324324324324,0.189189189189189,NA,0.027027027027027,"Egotrip"
 "Diam’s",3.71747858478396,101,6888,68993,3587,0.0360217489805165,0.0373961637214922,0.963247172859451,0.0734179127020088,0.959662574464076,0.00439174988766976,739625,637,0.013189743887061,2007,1918,1998,2022,3.817,3.74304,107,25,0.00845013262215007,0.118811881188119,0.356435643564356,"Rap poétique",NA,0.148514851485149,0.108910891089109,NA,NA,0.168316831683168,"Rap poétique"
 "Davodka",3.89046168913646,102,8572,65347,4875,0.0285240356469134,0.0404930722695635,0.704417670682731,0.069017107916477,0.941007238281788,0.00468269392627052,731980,1196,0.0175677536841783,2428,2563,2009,2023,3.6965,3.6162,45,39,0.0085849388648293,0.0490196078431373,0.333333333333333,"Rap poétique",NA,0.0196078431372549,0.215686274509804,0.00980392156862745,NA,0.215686274509804,"Rap poétique"
 "Canardo",3.75059788179023,110,5407,52686,3463,0.032250097758752,0.0338142377904464,0.953743152769324,0.0660643355491984,0.922237406521657,0.00658618987966443,124956,417,0.0123182629161447,1973,1627,2010,2018,3.7984,3.7261,110,42,0.0105151273583115,0.145454545454545,0.245454545454545,"Rap poétique",0.0636363636363636,0.145454545454545,0.127272727272727,0.109090909090909,NA,0.0545454545454545,"Rap poétique"
 "Vin’s",3.80937780436733,92,6877,53488,4190,0.0339265519909529,0.0387476935896673,0.875576036866359,0.0726742455806202,0.942323511815734,0.00547786419383787,124641,340,0.0158166317678732,2060,2262,2013,2023,3.6908,3.7065,54,59,0.0083757104397248,0.108695652173913,0.293478260869565,"Rap poétique",NA,0.0869565217391304,0.152173913043478,0.0652173913043478,NA,0.173913043478261,"Rap poétique"
 "Scred Connexion",4.03518987919892,66,6844,43791,4609,0.0334271639690359,0.0390067356992058,0.856958762886598,0.0724338996682417,0.908588522755817,0.00296864652554178,120188,336,0.0247539448745176,2139,2486,1998,2020,3.902,3.7478,14,24,0.0120572720422005,0.0757575757575758,0.212121212121212,"Rap conscient",NA,0.0151515151515152,0.136363636363636,0.0606060606060606,NA,0.272727272727273,"Rap conscient"
+"Zuukou Mayzie",3.91881040892193,75,3550,26900,3339,0.0410608099309866,0.0292981466209471,1.40148148148148,0.0703589565519337,0.856468401486989,0.00869888475836431,120145,622,0.0156877323420074,1798,1765,2014,2022,3.9635,3.80675469781615,125,49,0.0217100371747212,0.226666666666667,0.0533333333333333," Rap gangsta/Hardcore",0.226666666666667,0.213333333333333,0.0133333333333333,0.0533333333333333,NA,NA,"Hardcore"
 "X-Men",3.84651198882595,38,4846,25774,4726,0.0300327705645663,0.0337661260214875,0.88943488943489,0.0637988965860538,0.93532241794056,0.00756576394816482,119118,285,0.0160239000543183,2641,2620,1996,2022,3.8485,3.9691,56,82,0.0128811981066191,0.0526315789473684,0.0526315789473684,"Egotrip/Méta-rap",NA,NA,0.473684210526316,0.0789473684210526,NA,0.184210526315789,"Egotrip"
 "Guy2Bezbar",3.68567783094099,58,3800,31350,3199,0.0363761401476763,0.0226581728681048,1.60543130990415,0.0590343130157811,0.881275917065391,0.00606060606060606,116715,329,0.00845295055821372,1836,1665,2015,2023,3.6898,3.7437,111,40,0.00998405103668262,0.155172413793103,NA,"Gangsta rap/Moula",0.120689655172414,NA,NA,0.53448275862069,NA,NA,"Gangsta"
 "Kool Shen",3.75494262408406,47,4472,28932,4057,0.0320270466773302,0.0411516649701905,0.778268551236749,0.0731787116475207,0.95078114198811,0.00359463569749758,114476,280,0.0126849163555924,2115,2105,1999,2016,3.6624,3.9746,51,20,0.00933222729158026,0.0638297872340425,0.234042553191489,"Egotrip/Méta-rap",NA,0.0851063829787234,0.25531914893617,0.0212765957446809,NA,0.234042553191489,"Egotrip"
 "Salif",3.87572692402871,100,8327,64656,4518,0.0272287952007999,0.0381603066155641,0.71353711790393,0.0653891018163639,0.928142786439,0.00875402128186093,113450,586,0.0163789903489235,2263,2138,2000,2010,3.9548,3.8588,77,60,0.01212571145756,0.04,0.1,"Egotrip/Méta-rap",0.06,0.01,0.27,0.18,NA,0.17,"Egotrip"
 "L’Animalerie",3.85100173528948,23,5619,25356,5553,0.0298881282350977,0.0358574052429454,0.833527357392317,0.0657455334780431,0.944786243887048,0.00666508913077773,112791,229,0.0191670610506389,2834,2915,2010,2018,3.8333,3.7212,64,66,0.0139217542199085,NA,0.0434782608695652,"Egotrip/Méta-rap",NA,NA,0.739130434782609,NA,NA,0.130434782608696,"Egotrip"
 "Zikxo",3.79734896051346,98,7860,71670,4294,0.0293800539083558,0.0320455226115604,0.916822429906542,0.0614255765199161,0.931770615320218,0.00640435328589368,108275,609,0.0137295939723734,2453,2159,2017,2022,3.7211,3.7682119205298,84,69,0.00659969303753314,0.0612244897959184,0.173469387755102,"Gangsta rap/Moula",0.0102040816326531,0.0306122448979592,0.244897959183673,0.336734693877551,NA,0.0408163265306122,"Gangsta"
+"Alpha 5.20",3.96114491686369,116,6665,51602,4252,0.0239774633349103,0.0373317276676272,0.642281105990783,0.0613091910025375,0.901166621448781,0.0143792876245107,108230,574,0.0186426882678966,2182,2240,2003,2018,3.8987,3.67370046320124,115,183,0.0114530444556413,NA,0.0172413793103448," Rap gangsta/Hardcore",0.612068965517241,NA,0.0862068965517241,0.0172413793103448,NA,0.129310344827586,"Hardcore"
 "Senamo",3.65294695124168,49,4059,27503,3806,0.0314379442318207,0.0447941888619855,0.701830863121186,0.0762321330938061,0.931025706286587,0.00719921463113115,103571,321,0.0114532960040723,2482,1461,2011,2022,3.7813,3.9599,53,86,0.00785368868850671,0.122448979591837,0.326530612244898,"Rap poétique",NA,0.0816326530612245,0.102040816326531,0.0816326530612245,NA,0.0204081632653061,"Rap poétique"
 "R.E.D.K.",3.87666257786757,65,6547,41577,4774,0.0322955919172504,0.0397562024228017,0.81234096692112,0.0720517943400521,0.951030617889699,0.00404069557688145,102796,439,0.0194097698246627,2561,2402,2012,2023,3.9399,4.113,38,38,0.00690285494383914,0.0615384615384615,0.0615384615384615,"Egotrip/Méta-rap",NA,0.0153846153846154,0.446153846153846,0.0307692307692308,NA,0.215384615384615,"Egotrip"
 "nelick",3.76999841093278,78,4062,31465,3451,0.0399032648125756,0.0353774399723614,1.1279296875,0.075280704784937,0.919911012235818,0.00737327188940092,99957,601,0.0136977594152233,1960,1888,2014,2024,3.8734,3.9922,68,64,0.00867630700778643,0.320512820512821,0.166666666666667,"Rap coquin",NA,0.294871794871795,0.0512820512820513,0.0256410256410256,0.0256410256410256,NA,"Rap coquin"
 "Neg’ Marrons",3.90020479213598,72,5994,48830,3973,0.0392044325732324,0.0314783338116156,1.24544179523142,0.070682766384848,0.92772885521196,0.00204792135981978,95061,224,0.0184517714519762,2149,2076,1995,2016,3.8174,3.8795,27,15,0.00835551914806471,0.125,0.194444444444444,"Egotrip/Méta-rap",0.0138888888888889,0.125,0.194444444444444,0.0277777777777778,NA,0.194444444444444,"Egotrip"
 "Don Choa",3.89840629572508,39,4220,25287,4197,0.0352336370475633,0.0494859149042882,0.711993243243243,0.0847195519518515,0.946177877961008,0.0082651164630047,86420,217,0.0172025151263495,2333,2047,2002,2017,3.8896,3.8855,76,123,0.00794874836872701,0.0769230769230769,0.230769230769231,"Rap conscient",0.0256410256410256,0.0769230769230769,0.17948717948718,0.102564102564103,NA,0.230769230769231,"Rap conscient"
 "Lacraps",3.81377668120266,124,8753,69712,4565,0.0331651045421774,0.0436269922839743,0.760196905766526,0.0767920968261517,0.935118774386045,0.0063977507459261,86376,742,0.0149902455818224,2461,2140,2013,2022,3.7318,3.7437,47,112,0.00796132660087216,0.0161290322580645,0.314516129032258,"Rap poétique",NA,0.00806451612903226,0.233870967741935,0.0241935483870968,NA,0.225806451612903,"Rap poétique"
+"Black Kent",3.69019759118769,121,7936,69993,4249,0.0286014754855877,0.022466897178094,1.27304964539007,0.0510683726636817,0.896646807537897,0.00551483719800551,84912,527,0.00991527724200992,2327,2088,2009,2017,3.6524,4.14354380598645,60,25,0.0122297944080122,0.107438016528926,0.115702479338843," Rap gangsta/Hardcore",0.247933884297521,0.0413223140495868,0.12396694214876,0.0578512396694215,0.00826446280991736,0.0578512396694215,"Hardcore"
 "Fixpen Sill",3.95749771493091,60,6390,37198,4908,0.0345960024913652,0.0360964837778155,0.95843137254902,0.0706924862691807,0.949567181031238,0.00368299370933921,83591,474,0.0195978278402065,2838,2134,2011,2019,3.9862,4.0326,49,31,0.00844131404914243,0.0666666666666667,0.35,"Rap poétique",0.0333333333333333,0.0333333333333333,0.183333333333333,0.1,NA,0.0333333333333333,"Rap poétique"
 "Fayçal",4.5627857120338,62,7951,31719,6775,0.0351212193541787,0.0450779145497323,0.779122541603631,0.0801991339039111,0.924587786500205,0.00113496642390996,83334,567,0.0474794287335666,3436,3252,2006,2021,4.8267,4.1045,9,11,0.00501276837226899,0.0161290322580645,0.758064516129032,"Rap poétique",NA,NA,0.0806451612903226,NA,NA,0.0806451612903226,"Rap poétique"
 "Dibson",3.74593310619511,64,5752,41678,4098,0.0292758089368259,0.0373717061450471,0.783368273934312,0.066647515081873,0.918734104323624,0.0044147991746245,81321,220,0.0114208935169634,2264,2232,2013,2022,3.7281,3.939,56,38,0.0101012524593311,0.21875,0.25,"Rap poétique",0.046875,0.15625,0.03125,0.140625,NA,0.078125,"Rap poétique"
 "Fabe",3.89840366816677,76,6625,47108,4590,0.0360622462787551,0.0329950383400992,1.09295967190704,0.0690572846188543,0.941241402734143,0.00227137641164983,62379,470,0.0226076250318417,2303,2374,1994,2010,3.9354,4.1284,37,23,0.00944637853443152,0.0263157894736842,0.236842105263158,"Rap conscient",NA,0.0263157894736842,0.157894736842105,0.0394736842105263,NA,0.289473684210526,"Rap conscient"
 "ISK",3.72832977007614,83,6252,53322,3964,0.0293980306567861,0.0340066998274287,0.864477611940298,0.0634047304842148,0.923727542102697,0.0020441843891827,60707,444,0.013221559581411,1767,2201,2018,2023,3.7474,3.522,13,21,0.00950827050748284,0.108433734939759,0.0963855421686747,"Gangsta rap/Moula",0.0120481927710843,0.036144578313253,0.072289156626506,0.289156626506024,NA,0.0602409638554217,"Gangsta"
 "So La Lune",3.54182738458853,121,5263,57295,3211,0.0271240674939073,0.0309006008966941,0.877784467188441,0.0580246683906015,0.938179596823458,0.00401431189458068,57836,1077,0.00628327079151758,1668,1708,2019,2023,3.5112,4.05355191256831,49,21,0.00951217383715857,0.148760330578512,0.223140495867769,"Chansons d'amour",0.00826446280991736,0.380165289256198,0.0165289256198347,0.0578512396694215,NA,0.0165289256198347,"Chansons d'amour"
+"Jorrdee",3.7138218189224,243,7866,88382,3365,0.0336671482089077,0.0340711539874146,0.988142292490119,0.0677383021963223,0.924192708922631,0.018420040279695,57205,1246,0.0114729243511122,1896,1755,2011,2022,3.8242,4.046875,248,93,0.0173451607793442,0.267489711934156,0.0452674897119342," Rap gangsta/Hardcore",0.271604938271605,0.111111111111111,0.0205761316872428,0.131687242798354,NA,0.00411522633744856,"Hardcore"
 "Roshi",3.7308624077218,93,6091,52423,3795,0.032746553552492,0.036542948038176,0.89611143354614,0.0692895015906681,0.899414379184709,0.00713427312439197,55595,704,0.00843141369246323,1963,1936,2016,2023,3.7662,3.99216837983358,102,26,0.0166720714190336,0.10752688172043,0.0752688172043011,"Gangsta rap/Moula",0.10752688172043,0.032258064516129,0.021505376344086,0.462365591397849,NA,0.010752688172043,"Gangsta"
 "Lesram",3.64311823181772,46,4459,29273,4076,0.0248901903367496,0.0287335285505124,0.86624203821656,0.0536237188872621,0.933283230280463,0.00546578758582995,54343,378,0.00994090117172821,2188,2039,2011,2024,3.6592,3.8046,40,59,0.0170122638608957,0.0869565217391304,0.0217391304347826,"Gangsta rap/Moula",NA,NA,NA,0.695652173913043,NA,NA,"Gangsta"
 "Fresh laDouille",3.62052967842846,52,3656,37721,2835,0.0231884057971014,0.0280958530635672,0.825331971399387,0.0512842588606687,0.923755997985207,0.00739641048752684,52441,276,0.00978234935447098,1754,1573,2019,2024,3.6331,3.6325,82,59,0.00911958855809761,0.115384615384615,0.0192307692307692,"Gangsta rap/Moula",NA,0.0769230769230769,NA,0.673076923076923,NA,NA,"Gangsta"
 "Limsa d’Aulnay",3.73396391662288,51,4660,28545,4200,0.0339106166609321,0.0356309974385442,0.951716738197425,0.0695416140994762,0.916342616920652,0.00602557365563146,40976,344,0.0134874759152216,2585,1845,2013,2023,3.7897,3.6602,98,25,0.0142231564196882,0.137254901960784,0.0980392156862745,"Egotrip/Méta-rap",0.0392156862745098,0.0196078431372549,0.294117647058824,0.0980392156862745,NA,0.0196078431372549,"Egotrip"
 "Busta Flex",3.74859164897381,127,8078,70650,3978,0.0328645817093324,0.0322253749493312,1.01983551040155,0.0650899566586636,0.907883934890304,0.006482661004954,40669,424,0.0144656758669498,2247,2153,1998,2021,3.6913,3.9795,51,85,0.0154140127388535,0.110236220472441,0.0708661417322835,"Egotrip/Méta-rap",0.0866141732283465,0.0078740157480315,0.503937007874016,0.047244094488189,NA,0.031496062992126,"Egotrip"
 "Kerchak",3.57159187406101,52,3588,30618,3147,0.0241278002203452,0.032427469702534,0.7440543601359,0.0565552699228792,0.889346136259716,0.00842641583382324,40605,262,0.00973283689333072,1781,1850,2021,2024,3.4787,3.46153846153846,89,82,0.00934091057547848,0.0769230769230769,NA,"Gangsta rap/Moula",0.0192307692307692,NA,NA,0.596153846153846,NA,NA,"Gangsta"
+"3010",3.78676456655613,219,10576,105550,4234,0.0286077361765435,0.0279568559385073,1.02328159645233,0.0565645921150508,0.917025106584557,0.0103079109426812,40554,856,0.0145239223117006,2145,2002,2009,2022,3.7848,3.9967,51,58,0.0106774040738986,0.155251141552511,0.132420091324201," Rap gangsta/Hardcore",0.178082191780822,0.0502283105022831,0.105022831050228,0.123287671232877,NA,0.0228310502283105,"Hardcore"
 "Kohndo",4.05165289256198,69,5928,35332,4896,0.0338807785888078,0.0403284671532847,0.840120663650075,0.0742092457420925,0.930601154760557,0.00251896297973508,38701,241,0.0200101890637383,2588,2098,2003,2022,4.2116,3.8174,34,6,0.00868900713234462,0.0434782608695652,0.36231884057971,"Rap poétique",NA,0.0869565217391304,0.130434782608696,0.0434782608695652,NA,0.217391304347826,"Rap poétique"
 "Assassin (FRA)",4.2580917906307,61,6005,37847,4637,0.0282597779389611,0.0302404731350778,0.93450184501845,0.058500251074039,0.94712923085053,0.00346130472692684,36735,433,0.035854889423204,2220,2268,1990,2005,4.3416,3.8932,40,58,0.00557507860596613,NA,0.180327868852459,"Rap conscient",NA,NA,0.295081967213115,NA,NA,0.442622950819672,"Rap conscient"
 "Elh Kmer",3.79225075241995,74,4838,36881,3867,0.0321681256745413,0.0377743134668425,0.851587301587302,0.0699424391413839,0.90442233128169,0.00759198503294379,36363,350,0.0129606030205255,2101,1908,2015,2023,3.9279,3.648,164,18,0.0112524063881131,0.162162162162162,0.175675675675676,"Gangsta rap/Moula",0.162162162162162,0.0405405405405405,0.027027027027027,0.283783783783784,NA,0.0135135135135135,"Gangsta"
 "Tiers",3.96794502927936,59,5151,29543,4598,0.0323581063408437,0.0379254941523745,0.85320197044335,0.0702836004932182,0.905899874758826,0.00463730833023051,35748,474,0.0219679788782453,2590,1928,2009,2020,4.04,3.7848,43,48,0.00971465321734421,0.0508474576271186,0.0677966101694915,"Rap conscient",0.0338983050847458,0.0169491525423729,0.0847457627118644,0.0338983050847458,NA,0.322033898305085,"Rap conscient"
 "Beendo Z",3.57548895455185,51,4366,35535,3570,0.0269451920724248,0.0251712747736726,1.07047387606318,0.0521164668460974,0.920106936822851,0.00661319825524131,34127,295,0.00953989024905023,2090,1815,2020,2023,3.6342,4.01747678864009,113,36,0.0138455044322499,0.0588235294117647,NA,"Gangsta rap/Moula",0.0588235294117647,NA,0.117647058823529,0.568627450980392,NA,0.0196078431372549,"Gangsta"
+"Retro X",3.79527326440177,148,5508,54160,3432,0.0287423339379805,0.0271875269931761,1.0571882446386,0.0559298609311566,0.855022156573117,0.0206979320531758,33650,645,0.0094903988183161,1775,1948,2014,2023,3.7167,3.6168,201,165,0.0141617429837518,0.108108108108108,0.0337837837837838," Rap gangsta/Hardcore",0.527027027027027,0.0540540540540541,NA,0.0878378378378378,NA,0.00675675675675676,"Hardcore"
 "Barack",3.74671520391332,71,4099,35162,3206,0.0397868998860592,0.0355680103470576,1.11861471861472,0.0753549102331167,0.923525396735112,0.00591547693532791,31740,394,0.0108071213241568,1692,1612,2016,2023,3.816,3.7308,49,52,0.00750810534099312,0.267605633802817,0.0985915492957746,"Chansons d'amour",0.112676056338028,0.28169014084507,NA,0.0704225352112676,NA,0.028169014084507,"Chansons d'amour"
 "La Rumeur",4.17940171927335,127,10203,60607,5666,0.0294284779501662,0.0373151034043359,0.788647900323027,0.0667435813545021,0.958189648060455,0.00668239642285545,31395,500,0.0289735509099609,2808,2884,1997,2023,4.2263,4.0624,87,63,0.00767238107809329,0.0236220472440945,0.220472440944882,"Rap conscient",NA,0.0078740157480315,0.0708661417322835,NA,0.0236220472440945,0.377952755905512,"Rap conscient"
 "Kamini",3.83474835551476,45,3590,26148,3506,0.0352098090385651,0.040263452218218,0.874485596707819,0.0754732612567831,0.923244607618174,0.0101728621691908,30869,180,0.0178981184029371,1916,1785,2006,2020,3.8945,4.0372,42,69,0.00661618479424813,0.0888888888888889,0.222222222222222,"Rap conscient",0.0222222222222222,0.0666666666666667,0.111111111111111,0.0222222222222222,NA,0.222222222222222,"Rap conscient"
 "Mysa",4.23017145246724,80,12351,86088,5572,0.0332709003011972,0.0373838872155711,0.889979688557888,0.0706547875167683,0.917874732831521,0.00227674007991822,25494,421,0.0336632283245052,2578,2876,2004,2021,4.0565,3.59381514940931,31,33,0.00763172567605241,NA,0.1375,"Rap conscient",NA,NA,0.1,NA,NA,0.625,"Rap conscient"
 "VII",4.33466830162784,184,14396,88891,6284,0.0287394173083141,0.0427977822749644,0.671516508114158,0.0715371995832784,0.939453937968973,0.00292493053289984,24564,857,0.0402740434914671,3006,2735,2008,2024,4.2357,3.90338812479034,32,27,0.00763856858399613,0.00543478260869565,0.391304347826087,"Rap poétique",NA,0.233695652173913,0.0434782608695652,0.00543478260869565,NA,0.190217391304348,"Rap poétique"
 "Zesau",4.00060714285714,56,5198,28000,4878,0.0243490838958534,0.0376888460302154,0.646055437100213,0.0620379299260688,0.888857142857143,0.00685714285714286,24376,276,0.0180357142857143,2443,2165,2008,2022,3.8379,4.3021,70,61,0.012,0.0714285714285714,0.25,"Rap poétique",0.107142857142857,NA,0.214285714285714,0.0714285714285714,0.0178571428571429,0.0892857142857143,"Rap poétique"
+"Green Money",3.82054892660392,107,5018,40479,3715,0.0323981295925184,0.0319527944778446,1.01393728222997,0.0643509240703629,0.887571333283925,0.0107463129029867,23705,381,0.0134884755058178,2046,1980,2007,2021,3.6977,4.519,142,72,0.00711480026680501,0.0560747663551402,0.11214953271028," Rap gangsta/Hardcore",0.392523364485981,0.0841121495327103,0.0186915887850467,0.0934579439252336,0.00934579439252336,0.0560747663551402,"Hardcore"
 "Abou Tall",3.66345007047598,52,3466,27669,3242,0.0463571042262227,0.0355790774936259,1.30293159609121,0.0819361817198486,0.935559651595649,0.00722830604647801,23576,249,0.012504969460407,1861,1581,2009,2023,3.723,3.6906,110,46,0.00755357981856952,0.173076923076923,0.134615384615385,"Chansons d'amour",0.134615384615385,0.25,0.0192307692307692,0.115384615384615,NA,NA,"Chansons d'amour"
 "Bekar",3.88839034118004,89,6002,46134,4002,0.0316945107398568,0.0339856801909308,0.932584269662921,0.0656801909307876,0.90822386959726,0.00346815797459574,22685,494,0.016105258594529,2389,1912,2015,2023,3.9756,3.7389,47,27,0.00949408245545585,0.134831460674157,0.460674157303371,"Rap poétique",NA,0.123595505617978,0.0337078651685393,0.0674157303370786,NA,0.0337078651685393,"Rap poétique"
+"Jack Uzi",3.70710761351571,87,4150,32022,3552,0.0256176281726317,0.042684781506641,0.600158353127474,0.0683024096792727,0.924020985572419,0.0164262069826994,22328,238,0.0149896945849728,1891,1979,2018,2023,3.7127,3.6562,148,110,0.0080569608394229,0.0804597701149425,NA," Rap gangsta/Hardcore",0.482758620689655,NA,0.0459770114942529,0.0804597701149425,NA,0.0229885057471264,"Hardcore"
 "100 Blaze",3.72411260709914,51,3703,28595,3347,0.0257550268364976,0.0329247776976688,0.782238442822384,0.0586798045341665,0.873089700996678,0.00804336422451478,22314,252,0.0102115754502535,2060,1630,2015,2023,3.8223,4.09427828348505,98,88,0.0132540653960483,0.176470588235294,0.0196078431372549,"Gangsta rap/Moula",0.176470588235294,NA,0.0980392156862745,0.333333333333333,NA,NA,"Gangsta"
 "Kemmler",3.7573597359736,60,4742,30300,4210,0.0395354583642204,0.0452186805040771,0.87431693989071,0.0847541388682975,0.934950495049505,0.00646864686468647,21405,237,0.0125412541254125,2184,2336,2016,2022,3.7141,3.5194,56,79,0.0145874587458746,0.183333333333333,0.233333333333333,"Chansons d'amour",NA,0.4,0.116666666666667,NA,NA,NA,"Chansons d'amour"
 "Le 3ème Œil",3.92283437870826,49,4223,29495,3782,0.0382925522414717,0.0422575459903554,0.906170752324598,0.0805500982318271,0.949143922698762,0.00440752669944058,21097,184,0.0193931174775386,2332,2381,1997,2023,3.9086,3.92031156381067,45,36,0.00728937107984404,NA,0.244897959183673,"Egotrip/Méta-rap",NA,0.0612244897959184,0.306122448979592,0.0612244897959184,NA,0.204081632653061,"Egotrip"