Book2.csv

Customer_ID,Age,Income,Credit_Score,Credit_Utilization,Missed_Payments,Delinquent_Account,Loan_Balance,Debt_to_Income_Ratio,Employment_Status,Account_Tenure,Credit_Card_Type,Location,Month_1,Month_2,Month_3,Month_4,Month_5,Month_6
CUST0001,56,165580,398,0.390501928600237,3,0,16310,0.31739611496857,EMP,18,Student,Los Angeles,Late,Late,Missed,Late,Missed,Late
CUST0002,69,100999,493,0.312444033226017,6,1,17401,0.196092643360821,Self-employed,0,Standard,Phoenix,Missed,Missed,Late,Missed,On-time,On-time
CUST0003,46,188416,500,0.359930238508409,0,0,13761,0.301654939890911,Self-employed,1,Platinum,Chicago,Missed,Late,Late,On-time,Missed,Late
CUST0004,32,101672,413,0.371400355303824,3,0,88778,0.264794439228806,Unemployed,15,Platinum,Phoenix,Late,Missed,Late,Missed,Late,Late
CUST0005,60,38524,487,0.234715862628201,2,0,13316,0.510583482534848,Self-employed,11,Standard,Phoenix,Missed,On-time,Missed,Late,Late,Late
CUST0006,25,84042,700,0.650540429714525,6,0,48361,0.260687881080009,Unemployed,7,Gold,New York,On-time,Late,Missed,Missed,Missed,Late
CUST0007,38,35056,354,0.390580940522579,3,0,4638,0.484265137288334,employed,17,Platinum,New York,On-time,Missed,Missed,Late,Missed,Late
CUST0008,56,123215,415,0.532714667117731,5,0,55776,0.358695229118337,EMP,1,Student,New York,On-time,On-time,On-time,Late,Missed,Late
CUST0009,36,66991,405,0.413034847617951,5,1,,0.219854102927027,Employed,12,Student,Phoenix,On-time,On-time,On-time,Missed,Late,On-time
CUST0010,40,34870,679,0.361823917542758,4,0,93922,0.333081092525975,EMP,5,Business,Los Angeles,On-time,Missed,Missed,On-time,Missed,Missed
CUST0011,28,42532,340,0.83445584721737,4,0,82909,0.269559025366218,Unemployed,5,Student,Chicago,On-time,Late,Missed,Missed,On-time,Late
CUST0012,28,70479,679,0.684586436441881,3,0,75777,0.324215749074123,Unemployed,8,Business,Chicago,On-time,Missed,Missed,Late,On-time,Late
CUST0013,41,56975,320,0.126359920008971,0,0,15171,0.228610901256673,EMP,15,Standard,Los Angeles,Late,Late,Missed,Late,On-time,On-time
CUST0014,70,117023,528,0.105172510332822,5,0,95136,0.469017763334595,retired,10,Standard,Los Angeles,On-time,Missed,Missed,Missed,On-time,On-time
CUST0015,53,143148,617,0.708521767127297,0,0,2593,0.392539809079672,Unemployed,6,Standard,Chicago,Late,Missed,Late,Late,Late,Late
CUST0016,57,159356,601,0.396029321690249,0,0,1514,0.303178156816159,Self-employed,9,Gold,Houston,Missed,On-time,Late,Missed,Missed,Late
CUST0017,41,146484,543,0.170183533213155,3,0,74039,0.472911476806953,Self-employed,9,Gold,New York,Late,Missed,On-time,Missed,Missed,Late
CUST0018,20,183152,823,0.709147026508068,0,1,28018,0.307427924408284,Unemployed,19,Business,New York,On-time,On-time,Late,Late,On-time,Late
CUST0019,39,81040,831,0.533824810019818,5,0,16034,0.409762496486116,Unemployed,17,Student,Chicago,Missed,On-time,On-time,Late,On-time,Missed
CUST0020,70,181319,486,0.550314216966463,2,0,2420,0.303830058752242,retired,19,Student,Los Angeles,Late,Missed,Late,Late,Late,Missed
CUST0021,19,199402,783,0.661907854401181,4,0,43942,0.339388759481057,Self-employed,8,Standard,Houston,Late,Late,On-time,On-time,On-time,Late
CUST0022,41,40351,690,0.238004568343521,2,1,2200,0.291856121905722,Unemployed,14,Platinum,Chicago,Missed,Missed,On-time,On-time,Late,Missed
CUST0023,61,154487,321,0.173699835723167,0,0,81757,0.309530135387393,Unemployed,3,Gold,New York,Late,On-time,On-time,On-time,Late,On-time
CUST0024,47,108468,538,0.81619085898064,2,1,,0.317053186038799,retired,7,Gold,Phoenix,Late,Late,Late,On-time,Late,Late
CUST0025,55,41646,847,0.212566647851541,5,0,28018,0.23302681675116,retired,8,Standard,Los Angeles,On-time,Missed,Missed,Missed,Late,Late
CUST0026,19,193998,515,0.255552440584887,5,0,,0.259893133307691,EMP,12,Gold,Phoenix,Late,Missed,On-time,Late,Missed,On-time
CUST0027,38,89740,789,0.295512924090846,0,0,89660,0.278324498351382,retired,8,Standard,Chicago,Missed,On-time,Missed,Missed,Missed,On-time
CUST0028,50,136790,525,0.915989184738104,3,0,43870,0.322971101680229,Employed,3,Business,New York,Missed,On-time,Late,Late,Missed,On-time
CUST0029,29,86726,588,0.598676660082304,2,0,,0.296942098049653,Self-employed,16,Student,Houston,Late,Late,Missed,On-time,Late,On-time
CUST0030,39,88523,523,0.693081594887076,3,0,29561,0.41730325338257,EMP,15,Platinum,Phoenix,Late,On-time,On-time,On-time,Late,On-time
CUST0031,61,72458,374,0.539233509115745,3,0,60530,0.384711831897964,Employed,14,Student,Houston,On-time,Missed,Late,Missed,On-time,Missed
CUST0032,42,60106,385,0.379622557759753,1,0,46663,0.280367244397462,Unemployed,2,Student,New York,On-time,Late,Late,On-time,On-time,Missed
CUST0033,66,106362,806,0.626258256652033,0,1,11308,0.438178389745193,Unemployed,19,Business,Phoenix,Late,Late,Late,Late,Late,On-time
CUST0034,44,99076,440,0.188676805840639,4,0,99005,0.487302062357545,EMP,4,Gold,Houston,Missed,Late,Late,Missed,On-time,Missed
CUST0035,59,69693,316,0.280943309580701,5,1,60278,0.1,retired,4,Platinum,Houston,On-time,Missed,Late,Late,On-time,Late
CUST0036,45,137402,464,0.646595035852296,5,0,65119,0.393229008506627,Unemployed,19,Gold,Phoenix,Missed,Missed,Missed,On-time,On-time,On-time
CUST0037,33,53756,521,0.228548953834643,0,0,36029,0.23070158026685,employed,14,Student,New York,Late,Missed,Missed,On-time,On-time,Missed
CUST0038,32,181319,467,0.462183706167625,6,0,62010,0.380074802132329,EMP,17,Standard,Houston,Missed,On-time,On-time,On-time,Missed,On-time
CUST0039,64,183152,823,0.471297531128917,6,0,87164,0.423823794064643,Employed,14,Student,Chicago,Late,On-time,Late,Missed,Missed,On-time
CUST0040,68,97750,352,0.394267599332567,6,0,91432,0.212300740548944,EMP,1,Gold,Phoenix,On-time,Late,Late,On-time,On-time,On-time
CUST0041,61,,372,0.109776305030228,4,0,44454,0.114767290098423,Self-employed,12,Student,Los Angeles,Late,Missed,Late,On-time,Late,Late
CUST0042,72,81617,359,0.374214221762261,5,0,11564,0.383543408821586,retired,3,Standard,Los Angeles,Late,On-time,Late,On-time,Missed,Missed
CUST0043,69,,792,0.335006324613502,0,1,11155,0.313540248248361,retired,9,Business,New York,On-time,Late,Late,Late,Missed,Missed
CUST0044,74,66991,601,0.532287972657539,5,0,31198,0.133156124609737,EMP,12,Gold,Chicago,On-time,Late,On-time,Missed,Missed,Late
CUST0045,20,106267,751,0.522098107739893,3,0,86447,0.552956450546282,Unemployed,9,Student,Houston,On-time,Missed,On-time,Late,On-time,Late
CUST0046,54,59238,401,0.575592291987374,2,1,,0.362441941225655,Unemployed,8,Gold,Los Angeles,On-time,Late,Missed,Missed,Late,On-time
CUST0047,68,153311,326,0.36480274540512,2,0,5626,0.367010004012515,employed,7,Business,New York,Missed,Missed,On-time,Late,Missed,Late
CUST0048,24,146800,637,0.604555590093178,5,0,2687,0.436581775256204,employed,2,Student,Chicago,On-time,Late,On-time,Missed,On-time,On-time
CUST0049,38,97750,691,0.188798653445263,1,0,63375,0.241917604715349,retired,15,Student,Chicago,Late,On-time,On-time,On-time,Missed,Late
CUST0050,26,118033,469,0.135619053469529,4,0,92865,0.313045411208867,employed,13,Gold,New York,Late,Missed,Missed,Late,On-time,Missed
CUST0051,56,169865,336,0.05,6,0,92183,0.168067808622023,Employed,8,Gold,New York,Missed,Late,On-time,Late,Late,On-time
CUST0052,35,109074,383,0.4001405520856,4,0,,0.239205155271481,employed,10,Standard,Houston,Late,Missed,Late,Late,Missed,On-time
CUST0053,21,185806,823,0.349340355132288,4,0,,0.338566000046923,Employed,2,Business,New York,Missed,Missed,Late,On-time,On-time,Missed
CUST0054,42,194819,339,0.65786312237092,3,0,29427,0.133471533286754,employed,4,Standard,Houston,Late,Missed,On-time,On-time,On-time,Missed
CUST0055,31,90353,711,0.370267482590226,4,0,69342,0.236371045432191,retired,9,Student,Houston,Late,On-time,On-time,On-time,Late,Late
CUST0056,67,198401,715,0.554675269588853,2,0,17401,0.207206604006227,retired,12,Gold,Phoenix,On-time,Late,Late,On-time,Late,Late
CUST0057,26,76629,673,0.662659315316615,3,0,35372,0.314209224562034,Employed,3,Student,Chicago,On-time,Late,Late,Late,Missed,On-time
CUST0058,43,107193,843,0.362736184870176,0,0,70793,0.357470126166534,EMP,12,Student,Chicago,Missed,Missed,Missed,Missed,Late,On-time
CUST0059,70,81040,401,0.559610442021435,4,0,63443,0.374215280437645,retired,11,Platinum,Chicago,Late,Missed,Missed,Missed,Late,Missed
CUST0060,19,,538,0.700385509791039,4,0,37445,0.399881664477815,EMP,4,Platinum,Phoenix,On-time,Late,Missed,Late,Missed,On-time
CUST0061,37,140899,826,0.252367445038886,0,1,64950,0.437211684657237,Unemployed,9,Student,Houston,On-time,Missed,Late,Missed,Missed,On-time
CUST0062,45,184160,475,0.504970467648928,4,0,49893,0.36072454536834,Employed,8,Gold,Houston,Late,Missed,On-time,On-time,Missed,Missed
CUST0063,64,155507,801,0.363593123360137,0,0,81202,0.488733589889441,retired,19,Student,New York,Missed,Late,Late,On-time,Late,On-time
CUST0064,24,109074,739,0.265102023501372,3,0,54247,0.311950252126468,Self-employed,6,Platinum,Phoenix,Missed,Missed,Missed,Missed,On-time,Missed
CUST0065,61,43251,773,0.192709651901954,2,0,86488,0.282667884574945,Unemployed,1,Gold,New York,On-time,Missed,Late,On-time,On-time,Late
CUST0066,25,117634,815,0.261870285564259,0,0,95267,0.360730736336004,EMP,6,Student,Phoenix,Missed,On-time,Missed,Missed,Late,Missed
CUST0067,64,,612,0.512005801150402,1,0,99005,0.278358882500741,retired,7,Business,New York,On-time,Late,On-time,Missed,On-time,On-time
CUST0068,52,172164,600,0.17783110888765,0,0,7468,0.485256472877504,Employed,6,Business,Los Angeles,Missed,Missed,On-time,Late,Late,Missed
CUST0069,31,,796,0.389854595182272,4,0,85026,0.413098347313521,employed,13,Student,Chicago,Missed,Late,Missed,Late,Late,Missed
CUST0070,34,81617,822,0.662638881370579,6,0,24917,0.375027814419951,Self-employed,18,Gold,Chicago,Late,Missed,On-time,On-time,On-time,Missed
CUST0071,53,196415,797,0.589802192683787,6,1,77348,0.313141934404135,EMP,4,Student,Houston,On-time,On-time,Missed,Missed,On-time,Late
CUST0072,67,159572,371,0.393898475412368,3,0,16310,0.259252282858513,Unemployed,17,Student,Los Angeles,Missed,On-time,On-time,Missed,On-time,On-time
CUST0073,57,136465,567,0.837938082671744,5,0,95303,0.370132500456776,Employed,19,Platinum,Chicago,Late,Late,Missed,On-time,On-time,Missed
CUST0074,21,36447,448,0.878607282782332,3,0,13355,0.187290254815304,Self-employed,11,Business,Houston,On-time,On-time,Missed,Late,On-time,Missed
CUST0075,19,159188,835,0.505224486307945,5,0,96507,0.453436353344102,Employed,16,Platinum,Los Angeles,On-time,On-time,On-time,Missed,On-time,On-time
CUST0076,23,181267,542,0.05,6,0,24851,0.282236329461462,retired,12,Platinum,Chicago,Missed,Missed,Late,Missed,Late,On-time
CUST0077,71,,611,0.677289639403251,6,0,23908,0.330510673324072,employed,1,Student,New York,Late,Missed,Late,On-time,Missed,Missed
CUST0078,59,59425,577,0.05,0,0,65548,0.209039892380671,Unemployed,12,Platinum,Phoenix,Missed,On-time,On-time,On-time,On-time,On-time
CUST0079,21,97844,728,0.795229222144013,2,0,82909,0.372298626311922,Employed,6,Business,Los Angeles,On-time,Missed,On-time,Late,On-time,Late
CUST0080,71,115235,427,0.716716980148459,1,0,31454,0.254625838716167,EMP,9,Platinum,Houston,Missed,On-time,Late,On-time,On-time,Late
CUST0081,46,189358,824,0.854842500827604,3,0,4617,0.364922879030509,retired,5,Business,Los Angeles,Missed,Late,Late,On-time,Late,On-time
CUST0082,35,88847,686,0.552053111673545,4,0,92329,0.375739346897738,retired,2,Platinum,Houston,Late,Late,Missed,On-time,Late,Late
CUST0083,43,172504,835,0.427722846563632,5,0,28298,0.235236788641145,Unemployed,2,Business,Los Angeles,On-time,Missed,Late,Late,Missed,Missed
CUST0084,61,115235,820,0.409979773261955,4,0,10942,0.1876470879086,retired,17,Platinum,Houston,Late,Late,Missed,Late,Late,Late
CUST0085,51,186230,336,0.39074796579382,2,0,51440,0.453189991654454,EMP,10,Platinum,Chicago,On-time,Missed,Late,On-time,Late,On-time
CUST0086,27,80215,572,0.69621373073494,5,0,12707,0.280770096597091,Employed,19,Gold,New York,Missed,Missed,On-time,Late,Missed,On-time
CUST0087,53,141131,601,0.642454297901175,3,1,92865,0.322484881604563,Unemployed,4,Business,Chicago,On-time,Missed,On-time,Late,On-time,Missed
CUST0088,31,188416,680,0.524045126686842,0,0,35598,0.348546452464674,retired,18,Business,New York,On-time,Late,On-time,Late,Missed,On-time
CUST0089,48,129585,458,0.355563738414605,4,0,51431,0.174629987010177,retired,18,Business,Chicago,On-time,Late,Missed,Late,Missed,On-time
CUST0090,65,127856,361,1.02584252626005,2,0,2200,0.346266613681988,EMP,14,Standard,Chicago,On-time,Late,On-time,Missed,Missed,On-time
CUST0091,32,90353,664,0.682474922792573,3,0,20525,0.309912653615463,employed,15,Platinum,Los Angeles,On-time,Late,Late,On-time,On-time,Late
CUST0092,25,18709,444,0.180457616045318,6,0,44437,0.23564693022956,employed,8,Business,Phoenix,Missed,Late,Late,On-time,On-time,Late
CUST0093,31,90353,372,0.396748796812574,6,0,59192,0.184346401516227,retired,3,Standard,Houston,Late,Late,Missed,On-time,Missed,On-time
CUST0094,40,,439,0.686355219481741,3,0,17401,0.360588554795727,Employed,14,Gold,Houston,On-time,Late,Missed,On-time,On-time,Late
CUST0095,74,35056,648,0.340092215753463,3,0,67236,0.412771200819487,Unemployed,11,Business,Houston,Missed,Late,Missed,Missed,Missed,On-time
CUST0096,57,90353,306,0.570309591765177,3,0,11251,0.31785905173928,retired,2,Business,New York,On-time,Late,Missed,Late,Missed,Missed
CUST0097,38,121357,742,0.690159260067229,5,0,8110,0.156553465815031,Self-employed,13,Standard,Houston,On-time,On-time,Missed,Missed,On-time,On-time
CUST0098,33,152326,383,0.05,3,0,10778,0.194266718282526,Unemployed,16,Platinum,Houston,Missed,Late,On-time,On-time,Missed,On-time
CUST0099,62,189197,639,0.478392460042149,4,1,50183,0.256787629067594,employed,18,Gold,Los Angeles,Missed,Late,On-time,Missed,On-time,Late
CUST0100,35,54298,495,0.486241830713024,2,0,13355,0.456461974116075,retired,5,Business,Chicago,Late,Missed,Missed,Late,Late,Late
CUST0101,64,106007,820,0.417585508863242,5,0,11061,0.275324933790112,EMP,3,Platinum,Houston,On-time,Late,Missed,Late,Late,Missed
CUST0102,70,155734,563,0.560339026989208,3,0,79354,0.25314310772018,Self-employed,6,Gold,Phoenix,Late,Missed,Missed,Missed,Missed,On-time
CUST0103,41,163216,429,0.631503921499174,1,1,,0.132651520032388,retired,18,Student,Houston,Late,Missed,Late,Late,Missed,On-time
CUST0104,43,107658,679,0.528410188864921,1,0,60628,0.234331520988988,Employed,16,Student,New York,Late,On-time,Late,Late,Missed,Missed
CUST0105,42,178165,383,0.425234521190113,2,0,,0.176706364600916,Self-employed,15,Gold,New York,Missed,On-time,Missed,On-time,On-time,Late
CUST0106,62,99076,340,0.626524259956853,6,0,30443,0.199682016907719,retired,14,Standard,New York,Late,Late,Late,Missed,Missed,Missed
CUST0107,58,117023,339,0.509810681854871,0,0,42556,0.311995068015874,Employed,7,Gold,Houston,On-time,On-time,Late,Late,Late,On-time
CUST0108,46,127816,820,0.453859917360904,0,0,94000,0.259883579438882,Self-employed,18,Gold,Los Angeles,Missed,Missed,Late,On-time,On-time,Missed
CUST0109,32,19748,354,0.237544122932216,6,0,29584,0.469949445267134,Employed,7,Standard,Phoenix,Missed,Late,On-time,Late,Missed,Late
CUST0110,62,170026,523,0.187469042946784,5,0,64950,0.407800337270747,Employed,17,Standard,Houston,Missed,Missed,On-time,Late,On-time,On-time
CUST0111,18,43732,474,0.233754041457185,5,0,76774,0.239111606218966,Self-employed,15,Platinum,Los Angeles,Missed,Missed,On-time,Late,Late,Late
CUST0112,42,16015,332,0.555665812244043,5,0,8828,0.208318215825948,Self-employed,19,Platinum,Los Angeles,Late,Missed,Late,Late,Late,On-time
CUST0113,24,153311,475,0.484184250478729,0,1,692,0.438264193566419,Employed,18,Standard,Houston,Missed,Late,Late,Late,Missed,On-time
CUST0114,26,,725,0.203943180358507,1,0,77743,0.466004248948348,employed,9,Student,Houston,On-time,Late,Late,Late,On-time,On-time
CUST0115,41,138961,826,0.629183565158762,0,0,32588,0.1,Self-employed,16,Student,Los Angeles,On-time,On-time,Missed,Late,Missed,Late
CUST0116,18,121884,,0.774861902635819,4,0,,0.30928576239717,retired,12,Gold,Los Angeles,On-time,Late,Late,Late,Missed,Late
CUST0117,61,19835,629,0.380301276656732,3,1,55980,0.274812169210327,Unemployed,12,Business,Los Angeles,Late,Late,Missed,Missed,Missed,Missed
CUST0118,25,84724,655,0.151803628526325,5,0,22510,0.364912014005993,EMP,6,Gold,Houston,Late,Late,On-time,Late,On-time,Late
CUST0119,41,125448,644,0.358174723019617,1,1,82909,0.49426681241615,Employed,9,Gold,Los Angeles,On-time,Late,On-time,Missed,Late,Missed
CUST0120,28,134156,584,0.670892125358938,2,0,30509,0.25159429806722,Employed,1,Business,New York,Late,Missed,Late,Late,On-time,Missed
CUST0121,68,190333,526,0.609705971706954,2,0,,0.1,EMP,3,Standard,Houston,Missed,On-time,Missed,On-time,On-time,Missed
CUST0122,34,125226,354,0.315513462797704,3,0,35598,0.357900770014926,employed,5,Student,New York,Late,On-time,On-time,Late,Missed,On-time
CUST0123,25,80953,623,0.804234427552948,1,1,71588,0.43899640686042,EMP,17,Gold,Chicago,On-time,On-time,Missed,Missed,On-time,Missed
CUST0124,52,129692,522,0.769656013185279,0,0,36955,0.269624021848022,Self-employed,5,Business,Houston,Late,On-time,On-time,Late,On-time,Late
CUST0125,52,199402,427,0.353398787344671,0,1,,0.229496251986033,EMP,16,Platinum,Chicago,On-time,On-time,Late,On-time,Missed,Missed
CUST0126,50,90880,800,0.351341999407006,4,1,89537,0.25627405946223,Employed,13,Gold,Los Angeles,On-time,On-time,Missed,Late,On-time,Late
CUST0127,22,118081,623,0.381434412524102,4,0,16034,0.385020536713123,EMP,10,Student,Los Angeles,Late,On-time,Late,Missed,Late,On-time
CUST0128,59,115497,693,0.39853344492229,0,0,89537,0.254553905871501,Unemployed,18,Standard,Phoenix,On-time,Late,Late,Missed,Missed,Late
CUST0129,56,199402,777,0.690107601585688,2,1,96507,0.332876030034284,retired,1,Gold,Los Angeles,Late,Missed,On-time,Missed,Missed,Missed
CUST0130,58,166836,781,0.585065812095318,5,0,76445,0.302780291573994,Self-employed,2,Gold,Chicago,On-time,On-time,Missed,Missed,Late,Missed
CUST0131,45,187627,766,0.675415753870117,2,0,20052,0.292462038757723,EMP,10,Business,Los Angeles,On-time,On-time,On-time,On-time,Missed,Late
CUST0132,24,73141,717,0.63471302863734,4,0,36913,0.370129232675223,Employed,5,Platinum,Houston,Late,Late,Missed,Late,Missed,On-time
CUST0133,26,180983,427,0.842905413638746,3,0,77209,0.25214201001358,retired,13,Platinum,Los Angeles,Missed,Late,Missed,Late,Missed,Late
CUST0134,25,168772,388,0.288122891238171,0,1,94363,0.256941343981772,Self-employed,18,Standard,Phoenix,Missed,On-time,On-time,Missed,Missed,Missed
CUST0135,29,16252,441,0.576071706076783,4,0,96056,0.379760284999975,Employed,15,Student,Los Angeles,Late,On-time,Late,On-time,Missed,Late
CUST0136,51,118333,346,0.0652357487530604,4,0,20081,0.201307467583134,employed,6,Standard,Chicago,On-time,On-time,Missed,Missed,Missed,Late
CUST0137,50,192247,387,0.236608885180628,5,0,28730,0.211977980917767,Unemployed,7,Gold,Chicago,Missed,Missed,On-time,Missed,On-time,On-time
CUST0138,65,199294,505,0.48502932281303,0,0,85107,0.17396857086564,employed,18,Gold,Los Angeles,Late,Late,Missed,Missed,On-time,On-time
CUST0139,72,138961,402,0.583641322550907,5,1,42556,0.384901091327655,Unemployed,19,Platinum,Chicago,Missed,On-time,On-time,Late,Late,On-time
CUST0140,40,129548,794,0.479636851594086,0,0,16693,0.289476303191873,EMP,15,Student,Chicago,On-time,On-time,On-time,Late,Late,On-time
CUST0141,41,58088,567,0.386561516237464,5,0,10951,0.168638485392093,Self-employed,6,Business,Phoenix,On-time,Late,Missed,On-time,Missed,On-time
CUST0142,54,30485,617,0.422116424501392,2,0,76861,0.385380856230906,EMP,8,Student,Houston,Late,On-time,Missed,Late,Missed,Late
CUST0143,52,178165,823,0.77388819528482,3,0,19977,0.244445783842456,Unemployed,12,Gold,Phoenix,On-time,Late,On-time,Missed,On-time,Late
CUST0144,61,77292,414,0.423193564423971,3,1,60348,0.212832192116311,Unemployed,0,Business,New York,On-time,Late,Missed,On-time,On-time,On-time
CUST0145,57,,694,0.849848324408705,0,0,3494,0.280432144112304,Unemployed,7,Student,Phoenix,On-time,Missed,On-time,Missed,Late,On-time
CUST0146,39,41790,681,0.658803414708226,1,0,17913,0.447872360946789,retired,3,Student,Los Angeles,Missed,Late,On-time,Late,Late,Missed
CUST0147,44,31364,757,0.591507469229646,6,0,10942,0.260503780350342,Employed,2,Business,Houston,Late,On-time,Late,Missed,Late,On-time
CUST0148,52,129692,826,0.2612806179358,4,1,5539,0.357533886411558,Self-employed,2,Gold,Los Angeles,Missed,Late,Missed,Late,Late,Late
CUST0149,18,15404,588,0.687047632279925,4,0,91432,0.372708002045095,EMP,12,Student,New York,On-time,On-time,On-time,Late,On-time,On-time
CUST0150,52,32955,302,0.4012458844503,0,0,19796,0.34432732980064,EMP,7,Business,Houston,Late,On-time,On-time,Late,On-time,Late
CUST0151,54,53513,328,0.26111204839886,5,0,95276,0.427107164967426,employed,6,Gold,Chicago,On-time,Late,Late,Missed,Late,Missed
CUST0152,64,189197,524,0.602568722615875,1,1,6118,0.229288399536772,Unemployed,0,Business,Phoenix,On-time,Missed,On-time,Late,On-time,Late
CUST0153,31,97986,326,0.222410787886692,2,0,34897,0.195666515694966,Unemployed,15,Business,Los Angeles,On-time,Late,Missed,On-time,Missed,Missed
CUST0154,20,,718,0.347551707574083,5,0,39006,0.1937033343975,Unemployed,5,Student,New York,On-time,Missed,Missed,Late,Late,Missed
CUST0155,18,116570,823,0.497976817706217,5,0,36342,0.28555315847002,EMP,6,Gold,Chicago,Missed,Missed,Missed,Late,Late,Late
CUST0156,22,119185,711,0.943684284822945,0,0,44454,0.205295334215947,employed,11,Student,Phoenix,Late,Missed,On-time,Late,Missed,Missed
CUST0157,43,136465,823,0.362616848841502,0,0,92381,0.314754091186532,Employed,8,Standard,Chicago,On-time,Late,Late,Late,Late,Missed
CUST0158,72,21801,805,0.408356696139884,4,1,95267,0.307698841972489,retired,10,Standard,Phoenix,On-time,On-time,Late,Late,Missed,Missed
CUST0159,31,15404,316,0.646469010884329,0,0,71791,0.401857330318604,Self-employed,9,Gold,Houston,Late,On-time,On-time,On-time,Missed,On-time
CUST0160,56,54081,566,0.25234086232479,0,0,43927,0.329114430823604,Employed,0,Business,Chicago,On-time,Late,Missed,On-time,Late,On-time
CUST0161,44,74494,319,0.588561276204183,0,0,48397,0.258384814413855,EMP,17,Student,Chicago,On-time,Late,Missed,On-time,On-time,Late
CUST0162,26,89740,385,0.741185361523317,4,0,96485,0.341084920443268,retired,3,Student,Chicago,Late,Missed,Missed,Late,On-time,Late
CUST0163,32,116570,402,0.438581023057779,2,0,26000,0.196980598010205,retired,4,Gold,Houston,Missed,Missed,On-time,Late,Late,Late
CUST0164,32,117795,670,0.705230856279373,2,1,14417,0.296185931197568,retired,8,Gold,New York,Missed,Missed,On-time,Missed,On-time,On-time
CUST0165,43,97844,391,0.558289984642361,6,0,,0.331940123359558,Unemployed,16,Standard,Phoenix,Missed,Late,Late,Missed,Missed,Late
CUST0166,59,100999,457,0.353863607239243,6,0,50989,0.312931759815012,Self-employed,2,Platinum,Chicago,Missed,Missed,Late,On-time,Late,Missed
CUST0167,30,21970,328,0.460439062820698,0,0,85107,0.341506509493598,EMP,15,Gold,Houston,On-time,On-time,Missed,Missed,Late,On-time
CUST0168,68,185883,604,0.424048532003951,6,0,13761,0.23559539842872,EMP,4,Platinum,New York,On-time,Late,Missed,Missed,On-time,Late
CUST0169,49,53513,339,0.482472348436704,4,0,26549,0.415203140280951,retired,15,Gold,Phoenix,On-time,Late,Missed,On-time,Missed,Late
CUST0170,56,150230,766,0.530543579843965,2,0,5539,0.48221689493957,EMP,2,Business,Houston,On-time,Missed,On-time,On-time,Late,On-time
CUST0171,66,38959,310,0.617639986994371,5,1,67460,0.13973238551414,Self-employed,19,Business,Phoenix,Missed,Late,Late,Missed,Late,On-time
CUST0172,69,172504,677,0.601733649917427,2,0,98999,0.178440200404575,Self-employed,14,Standard,Chicago,Missed,On-time,On-time,Missed,On-time,Late
CUST0173,49,101188,818,0.05,2,0,74403,0.304308300802438,employed,2,Standard,New York,On-time,On-time,Missed,On-time,On-time,Late
CUST0174,21,47217,383,0.480538362245594,4,1,31316,0.274344901944712,employed,19,Platinum,Houston,On-time,Late,On-time,Missed,Missed,Missed
CUST0175,47,72458,407,0.198115617318647,6,0,37445,0.489641240577278,Employed,13,Gold,New York,Late,Missed,Missed,Late,Late,Late
CUST0176,54,76476,788,0.444854549506534,5,0,69963,0.321978432342446,Self-employed,15,Student,Chicago,On-time,Missed,Late,Missed,Missed,Late
CUST0177,40,159356,339,0.475242082437816,4,0,68636,0.439254525372595,Self-employed,16,Standard,New York,Late,On-time,Missed,On-time,Missed,Late
CUST0178,56,165580,447,0.695229671616941,0,0,,0.1,Self-employed,19,Student,New York,Late,Late,Late,Late,On-time,On-time
CUST0179,62,108610,446,0.49397690657998,3,0,11061,0.381416948333235,employed,17,Student,Los Angeles,Late,Late,Missed,Late,On-time,Missed
CUST0180,32,182280,467,0.551843603668652,2,0,74433,0.228448318074167,retired,17,Gold,New York,Late,Late,On-time,Late,Missed,Missed
CUST0181,60,127816,638,0.658611276131485,3,0,50183,0.226845743038034,retired,13,Platinum,Phoenix,On-time,Missed,Late,Missed,On-time,Late
CUST0182,46,149415,605,0.74555045196386,4,0,30549,0.275164197358787,EMP,17,Gold,Houston,Late,Late,On-time,Missed,Missed,On-time
CUST0183,53,120616,469,0.475397215328617,4,0,69666,0.15754163602689,retired,14,Standard,Los Angeles,Late,Missed,Late,Missed,On-time,Missed
CUST0184,30,199943,429,0.518835888336081,4,0,10951,0.344278552532185,Unemployed,14,Student,Houston,Late,Late,Late,Missed,Late,Missed
CUST0185,49,178551,811,0.50200466044845,3,0,47721,0.319071496671679,employed,5,Gold,Houston,On-time,Late,On-time,Missed,Late,Late
CUST0186,24,68932,792,0.391480207113784,4,0,84521,0.326619224818727,Self-employed,14,Gold,Chicago,On-time,On-time,Missed,Late,Late,On-time
CUST0187,68,23702,401,0.346176955311522,0,0,31198,0.38870310221329,retired,17,Gold,Chicago,Late,Late,Missed,On-time,On-time,On-time
CUST0188,39,,826,0.05,4,1,7796,0.451478204619415,employed,3,Standard,Los Angeles,Missed,On-time,Late,On-time,On-time,Late
CUST0189,45,67528,526,0.284667813095134,1,0,64950,0.263628895091245,retired,7,Platinum,Chicago,On-time,On-time,On-time,Late,Missed,Late
CUST0190,19,162851,523,0.144273833358039,6,0,44437,0.347735063973647,Employed,14,Gold,Chicago,Missed,On-time,On-time,Late,On-time,Late
CUST0191,59,183513,800,0.75103969689065,3,1,49016,0.329298820833497,Self-employed,2,Standard,Chicago,Missed,On-time,Late,Late,Late,On-time
CUST0192,62,42192,301,0.537683201659485,1,0,,0.337761450632894,Employed,14,Student,Houston,Missed,Missed,Late,Missed,On-time,Late
CUST0193,74,32019,475,0.474812205410633,4,0,22835,0.339259766446598,Self-employed,12,Business,Los Angeles,On-time,On-time,On-time,On-time,Missed,Missed
CUST0194,70,67638,612,0.356502962783783,0,0,34897,0.459050334456483,employed,8,Standard,Houston,Missed,Late,Missed,Missed,Missed,Missed
CUST0195,23,198401,820,0.505955852646924,2,1,42556,0.25403231315107,EMP,1,Business,Phoenix,Missed,Missed,Missed,Late,On-time,Late
CUST0196,45,153429,836,0.330404024468933,5,0,,0.147426409679631,retired,7,Gold,Houston,Late,On-time,Missed,Late,Late,Missed
CUST0197,45,141020,670,0.53480371132412,6,0,39259,0.230212623138411,retired,19,Gold,Phoenix,On-time,Late,On-time,Missed,Late,Missed
CUST0198,61,59238,847,0.54914679658427,5,1,22835,0.37572669335354,Unemployed,16,Standard,New York,On-time,Missed,Missed,On-time,On-time,On-time
CUST0199,61,88847,751,0.327723259528651,4,0,72809,0.302332950864717,Employed,12,Business,New York,Missed,Late,Late,On-time,Missed,Missed
CUST0200,37,69098,648,0.323907607035518,6,0,85014,0.2532400659505,retired,0,Gold,Phoenix,Late,Late,Missed,On-time,On-time,Late
CUST0201,47,62295,383,0.692439870919023,6,0,49016,0.192350273159035,employed,1,Student,Phoenix,On-time,Late,Late,Late,Missed,On-time
CUST0202,28,164143,310,0.489428009141739,0,0,95376,0.322128612173053,EMP,14,Platinum,Houston,Missed,Missed,Missed,Missed,On-time,Missed
CUST0203,72,143778,352,0.343795914147021,6,0,10778,0.36445062752738,employed,11,Platinum,Phoenix,Missed,On-time,Late,Late,Missed,Late
CUST0204,45,154487,725,0.425898739662096,3,0,95930,0.330587205509602,Employed,13,Gold,Los Angeles,Missed,Late,Late,Missed,Missed,Missed
CUST0205,42,107658,836,0.297881182658678,1,0,27697,0.274666966884505,Unemployed,1,Business,New York,Late,Missed,On-time,Late,Late,On-time
CUST0206,56,166456,522,0.486563283867616,1,1,33772,0.314664128429746,retired,17,Gold,New York,On-time,On-time,Missed,Late,Missed,On-time
CUST0207,50,36447,610,0.666325661532893,1,0,42637,0.314084296655741,employed,6,Business,Phoenix,On-time,Missed,Missed,Late,Late,Late
CUST0208,18,165159,679,0.494465866481147,3,0,3081,0.318969693121766,Self-employed,5,Student,Chicago,Missed,Missed,On-time,On-time,Late,On-time
CUST0209,74,,709,0.972726688735077,5,0,,0.181569504898087,EMP,13,Business,Chicago,On-time,On-time,Missed,Missed,Missed,On-time
CUST0210,44,40934,566,0.5842719136098,0,0,8828,0.319732635061487,employed,7,Gold,Phoenix,On-time,On-time,On-time,Missed,Missed,Missed
CUST0211,74,58088,701,0.545990889568442,6,0,1217,0.25594035315338,EMP,1,Student,Los Angeles,Late,On-time,Missed,Missed,On-time,On-time
CUST0212,69,149415,618,0.318339573806838,3,0,83604,0.404061860600975,retired,16,Standard,Chicago,Late,Late,Missed,On-time,On-time,Missed
CUST0213,30,84836,776,0.452293310631466,1,0,82909,0.313291864175027,Self-employed,4,Platinum,Phoenix,Late,On-time,Late,On-time,Missed,On-time
CUST0214,58,97986,792,0.344197231393261,4,0,13761,0.383547922182289,Unemployed,13,Gold,Los Angeles,Missed,Late,On-time,On-time,Late,Missed
CUST0215,20,166836,600,0.0668709543191752,2,0,47695,0.269821861295024,Unemployed,19,Gold,Los Angeles,On-time,Missed,Late,On-time,On-time,On-time
CUST0216,56,191517,781,0.694852444425761,6,0,11564,0.273428616238854,Self-employed,2,Gold,Houston,Late,On-time,On-time,On-time,Late,Missed
CUST0217,23,38289,682,0.397709888889953,3,0,43870,0.449425124625633,EMP,4,Student,Los Angeles,On-time,Missed,On-time,Missed,Missed,Missed
CUST0218,25,115497,617,0.347919985133338,3,0,92149,0.34363351884155,retired,15,Standard,Chicago,On-time,Late,Late,On-time,Missed,Missed
CUST0219,44,72108,339,0.542114006791693,0,0,23748,0.228548546759426,employed,17,Business,Chicago,On-time,On-time,Late,Missed,On-time,Missed
CUST0220,26,54298,836,0.602499910444303,0,0,15424,0.389697443862047,Self-employed,16,Standard,Phoenix,On-time,Missed,Late,Missed,Missed,Missed
CUST0221,54,187312,825,0.435845033418744,3,0,21613,0.246669526657212,Employed,10,Student,Phoenix,Late,Missed,On-time,Late,Missed,Late
CUST0222,50,146456,768,0.499479666478196,1,1,41743,0.322569813781152,EMP,16,Gold,Los Angeles,Late,Late,Missed,Missed,On-time,Late
CUST0223,68,52131,565,0.64923748146288,2,0,24851,0.48366746308594,Unemployed,15,Platinum,New York,Missed,On-time,Late,On-time,Late,Late
CUST0224,59,88963,572,0.42796128107801,6,0,41958,0.156871761236194,Self-employed,1,Gold,Houston,On-time,Missed,On-time,Late,Missed,On-time
CUST0225,61,,535,0.560466748352666,0,0,98062,0.282421807823346,Unemployed,3,Business,New York,Late,On-time,On-time,Late,Late,Missed
CUST0226,41,180983,776,0.168151076322169,6,0,14756,0.340827164090203,EMP,6,Platinum,Los Angeles,Missed,On-time,On-time,Late,Late,Late
CUST0227,32,20569,823,0.25173620031445,1,0,11061,0.376469833466467,Unemployed,1,Gold,Los Angeles,Late,Late,Missed,Missed,On-time,Missed
CUST0228,71,150683,820,0.62110795561608,6,0,11308,0.175876609263912,Self-employed,5,Platinum,New York,Missed,Missed,Missed,On-time,Missed,Late
CUST0229,49,,753,0.24128827216654,4,0,62010,0.146420973142498,EMP,16,Standard,Houston,Late,Late,On-time,Late,Missed,Missed
CUST0230,49,191615,659,0.546827509422659,0,1,73327,0.409074935199042,Employed,6,Student,New York,Missed,Missed,On-time,Late,Missed,On-time
CUST0231,41,165580,629,0.470600243560585,1,0,96167,0.227958514319616,Self-employed,4,Gold,Phoenix,Late,On-time,Missed,Late,Late,On-time
CUST0232,58,70284,696,0.427106547495954,1,1,2882,0.223771749200268,employed,4,Business,Chicago,On-time,On-time,Late,Late,On-time,Late
CUST0233,69,127816,781,0.334307446206454,2,0,32588,0.455024967277216,retired,19,Standard,Phoenix,Late,On-time,Late,Late,Missed,Missed
CUST0234,66,85390,617,0.681868003621075,2,0,11061,0.306970231473182,Self-employed,15,Gold,Chicago,Late,On-time,On-time,Missed,Missed,Missed
CUST0235,66,74101,561,0.845978230903967,4,0,42715,0.307623822768157,EMP,18,Standard,Los Angeles,Missed,Late,Missed,Missed,Missed,Missed
CUST0236,69,127816,345,0.560038432520038,1,0,2926,0.282020055484846,retired,8,Business,Houston,Late,Late,On-time,Missed,Late,Missed
CUST0237,29,178273,363,0.564498143134563,5,0,98999,0.177601793325683,Self-employed,4,Gold,New York,On-time,Missed,Missed,On-time,Missed,Missed
CUST0238,56,61540,731,0.363533874028501,1,1,75777,0.367569694939438,Employed,7,Business,Houston,On-time,Missed,On-time,Missed,On-time,On-time
CUST0239,19,170576,729,0.260780553635124,2,0,29561,0.340945052192562,Employed,8,Platinum,New York,On-time,Late,On-time,Missed,Missed,Late
CUST0240,20,191615,332,0.492052219038765,5,0,44439,0.316869132533943,employed,4,Business,Phoenix,On-time,On-time,Missed,On-time,Late,On-time
CUST0241,66,138961,563,0.305250070408384,0,0,33772,0.288367696072374,Unemployed,9,Platinum,Phoenix,On-time,Late,Missed,Late,Missed,Missed
CUST0242,54,114657,522,0.145477974336835,0,0,31481,0.270768035066171,retired,1,Gold,New York,Late,Missed,Late,On-time,Missed,Late
CUST0243,66,76813,749,0.660689162473116,6,0,29584,0.391248338954741,EMP,8,Platinum,Houston,On-time,On-time,Late,Late,On-time,Late
CUST0244,73,48307,319,0.670433357650366,3,0,,0.28587069367939,EMP,10,Gold,New York,Late,On-time,Late,Late,Missed,Late
CUST0245,34,193677,380,0.328232245409381,2,0,83604,0.293593896146611,Unemployed,3,Gold,Los Angeles,Late,On-time,Missed,On-time,Missed,Missed
CUST0246,66,186334,521,0.548792864255848,3,0,20052,0.352989315488377,Employed,1,Student,Phoenix,Missed,Late,Missed,Missed,On-time,Late
CUST0247,19,74163,623,0.700390453558353,5,0,15424,0.320796093068038,Employed,5,Gold,Los Angeles,Missed,Late,Missed,Late,Late,On-time
CUST0248,19,102235,412,0.541005337412375,2,1,26649,0.464227605754043,Self-employed,13,Platinum,Phoenix,On-time,Late,On-time,On-time,On-time,Late
CUST0249,45,27763,655,0.261369070780253,4,0,52425,0.123863322252669,employed,0,Student,Phoenix,On-time,On-time,Late,Late,Missed,Late
CUST0250,71,39285,818,0.45342131735258,1,0,99620,0.329990743836726,retired,17,Student,Chicago,Missed,On-time,Missed,Missed,On-time,On-time
CUST0251,40,66991,337,0.765361884008398,4,0,23431,0.229439421952783,employed,6,Gold,Los Angeles,Missed,Missed,On-time,Late,Late,Missed
CUST0252,54,185883,663,0.549405328721022,5,1,95074,0.205791346524507,employed,0,Business,Los Angeles,Missed,On-time,Missed,Late,On-time,Late
CUST0253,49,119185,635,0.607826420636561,2,0,31674,0.254293579395565,Self-employed,0,Business,Chicago,Missed,Missed,Late,Missed,Late,On-time
CUST0254,50,98042,847,0.568325843873822,5,1,90739,0.305467940848176,employed,0,Student,Houston,On-time,Missed,Late,Missed,Missed,On-time
CUST0255,18,116042,544,0.328897728404349,1,0,30509,0.30990690759234,Unemployed,3,Gold,Los Angeles,Missed,Late,On-time,On-time,Missed,Missed
CUST0256,36,95219,535,0.375830956143471,0,0,41594,0.14826937843215,Self-employed,3,Business,New York,On-time,Missed,Missed,On-time,On-time,Late
CUST0257,19,155734,524,0.567773031410348,0,0,3142,0.245891617032218,Unemployed,17,Gold,Chicago,On-time,On-time,On-time,On-time,Late,Missed
CUST0258,70,116042,608,0.663374356004081,5,1,63443,0.328122155147645,Self-employed,10,Gold,Los Angeles,Late,On-time,Missed,Late,Missed,On-time
CUST0259,61,109456,354,0.719980990183576,3,0,8526,0.212306954921634,employed,0,Student,Houston,Late,Missed,On-time,Missed,On-time,Missed
CUST0260,43,70284,405,0.328378891046361,2,0,10778,0.188521609528348,Unemployed,9,Student,Los Angeles,Late,Missed,Missed,On-time,Missed,On-time
CUST0261,49,61540,777,0.586624106935438,2,0,15171,0.1,Unemployed,8,Standard,Phoenix,On-time,Missed,Late,On-time,On-time,Late
CUST0262,23,93752,350,0.737408822343795,0,0,11942,0.233680655162464,Unemployed,3,Business,New York,On-time,Missed,On-time,Late,Missed,Late
CUST0263,49,42350,341,0.302583645942395,6,0,83022,0.185037080104918,Self-employed,5,Business,Chicago,Late,Missed,Missed,Late,Missed,Missed
CUST0264,72,97750,414,0.797349427159954,4,0,72332,0.201606711688994,EMP,15,Business,Phoenix,Late,Missed,Late,Missed,On-time,Missed
CUST0265,21,142016,445,0.827788165468837,6,1,65548,0.272817969672034,employed,1,Platinum,Houston,Late,On-time,Missed,Late,Late,On-time
CUST0266,72,16062,584,1.02501726792433,1,0,92285,0.24001711234571,Unemployed,17,Gold,Phoenix,Missed,Late,Missed,Missed,On-time,Late
CUST0267,28,75692,534,0.546186688165998,4,0,48397,0.183376210614069,retired,9,Student,Phoenix,Missed,Missed,Late,Late,Missed,Late
CUST0268,73,158087,669,0.547284935252489,4,0,68998,0.1,EMP,16,Business,Houston,Late,Late,Missed,On-time,Missed,Late
CUST0269,34,53765,736,0.665398877823463,5,0,52413,0.330231130514764,retired,12,Standard,Phoenix,Missed,Missed,On-time,On-time,Missed,Late
CUST0270,55,198062,766,0.659560534609883,0,0,50989,0.375282721380847,employed,17,Business,Chicago,Missed,Missed,On-time,Missed,Late,Late
CUST0271,41,38049,648,0.725273372199121,6,0,44016,0.260325502100562,employed,12,Gold,Los Angeles,Late,Missed,Late,On-time,Missed,Missed
CUST0272,22,166222,762,0.65680663609302,6,0,29416,0.273422430354572,Unemployed,16,Gold,Phoenix,Late,Missed,Missed,Late,Late,Late
CUST0273,69,,423,0.478787618192392,0,1,,0.300281051568612,Unemployed,4,Student,Chicago,Missed,Late,Missed,Late,Missed,Missed
CUST0274,51,193031,670,0.7443994241947,6,1,80150,0.457878357661225,Self-employed,10,Platinum,Los Angeles,On-time,On-time,Missed,Missed,Late,Missed
CUST0275,23,189358,823,0.285749170061454,0,0,2687,0.143229220617422,EMP,6,Student,Los Angeles,Late,On-time,On-time,Late,Late,Late
CUST0276,39,101188,694,0.501170467345075,5,1,23685,0.258551027412743,EMP,9,Business,Phoenix,Late,Late,On-time,Late,On-time,Missed
CUST0277,28,,421,0.812747123209959,3,0,77719,0.127802703586728,Unemployed,16,Standard,Chicago,On-time,Missed,Missed,Late,Missed,On-time
CUST0278,65,54749,407,0.249950700375936,4,0,44439,0.336231845873555,employed,14,Student,Phoenix,Missed,Missed,On-time,On-time,On-time,Late
CUST0279,33,,418,0.364504868600567,5,0,37905,0.285604160621198,Unemployed,17,Platinum,Houston,Missed,On-time,Late,Missed,Missed,On-time
CUST0280,50,65990,622,0.634349458215458,2,0,99005,0.320299211293607,employed,18,Student,Los Angeles,Missed,Missed,Missed,Missed,Late,Missed
CUST0281,26,42350,825,0.57878239464723,1,0,46813,0.315312256259107,employed,1,Gold,Phoenix,Late,Late,Late,Missed,Missed,Late
CUST0282,23,42350,823,0.324994918468751,3,1,,0.399070825370351,Unemployed,3,Business,Los Angeles,On-time,Missed,Missed,Late,Late,Missed
CUST0283,33,116570,452,0.416761199453971,2,0,50989,0.353813296456846,Employed,2,Business,Chicago,Missed,On-time,Missed,On-time,Late,Missed
CUST0284,46,159572,724,0.263843587469932,4,1,74433,0.383050795766008,EMP,6,Business,New York,On-time,On-time,On-time,On-time,Late,Missed
CUST0285,20,116570,739,0.696096999904114,6,0,52331,0.193446531010305,retired,17,Business,Phoenix,Late,Late,On-time,Late,Late,Missed
CUST0286,37,190333,700,0.448823728465893,0,0,41958,0.419317086497514,employed,9,Business,Phoenix,Late,Missed,On-time,On-time,Late,On-time
CUST0287,53,32955,482,0.858431182152126,4,1,45089,0.2277637260511,employed,6,Business,Los Angeles,Missed,Missed,Late,Late,Late,Missed
CUST0288,36,141131,385,0.516220048808004,5,0,63375,0.233513045737601,Employed,7,Standard,Chicago,On-time,Missed,Late,On-time,On-time,On-time
CUST0289,43,68682,579,0.456051939319424,1,0,86965,0.327084257735299,retired,5,Platinum,Houston,Missed,On-time,Late,Late,On-time,Missed
CUST0290,20,16062,658,0.43663564774164,5,0,67673,0.330191826304927,Self-employed,0,Business,Chicago,Late,On-time,On-time,Missed,Late,On-time
CUST0291,36,,836,0.451160032961514,3,0,70406,0.192814319776752,Employed,3,Platinum,Phoenix,Late,Late,Late,Late,Late,Late
CUST0292,37,155734,315,0.52216421902676,3,0,84521,0.28267207082261,retired,13,Business,Houston,Missed,Late,Missed,On-time,Missed,Missed
CUST0293,49,38061,316,1.00248151531566,1,0,95267,0.448823531686947,Employed,16,Student,Chicago,Late,Late,Late,Late,Missed,Missed
CUST0294,24,,436,0.432228065980128,2,0,45595,0.15316634384659,employed,19,Business,New York,Late,Late,On-time,Missed,On-time,Missed
CUST0295,69,43251,515,0.438729307845738,2,1,52331,0.448521924101272,EMP,17,Gold,Los Angeles,Missed,Missed,On-time,Late,Late,On-time
CUST0296,58,90353,658,0.513118769136635,3,0,82714,0.275830154858351,Employed,10,Standard,Chicago,Missed,Missed,Late,Missed,Late,Missed
CUST0297,50,81234,310,0.718054901268852,3,0,79552,0.1,Self-employed,13,Student,Chicago,On-time,On-time,On-time,On-time,Missed,On-time
CUST0298,57,19835,793,0.215803087785444,6,0,41653,0.163326826651709,Unemployed,8,Student,New York,Late,On-time,Late,On-time,Missed,Missed
CUST0299,56,,673,0.591018547381929,0,1,89660,0.20365224622648,retired,14,Gold,Phoenix,Late,Missed,On-time,Late,Missed,On-time
CUST0300,35,,321,0.336514964795767,6,0,62342,0.237607069921725,Employed,11,Business,Los Angeles,Missed,Late,Late,Late,Missed,On-time
CUST0301,57,159188,415,0.610654537790189,6,0,52259,0.289528674137466,Employed,9,Standard,Chicago,Missed,Late,Late,Missed,On-time,Late
CUST0302,18,70479,834,0.401248011527908,2,0,82789,0.1,Self-employed,18,Student,Houston,Missed,Late,Late,Late,Missed,Late
CUST0303,28,119573,700,0.05,1,0,52217,0.318680439247765,EMP,18,Standard,Chicago,Missed,Late,Late,Missed,On-time,Missed
CUST0304,45,81234,584,0.573915520537497,2,0,9859,0.194490949167511,Employed,5,Student,Los Angeles,Late,Late,Missed,Missed,Missed,Late
CUST0305,74,149415,591,0.572228954069373,0,0,52217,0.439052257160105,Employed,19,Business,Chicago,Late,Missed,On-time,On-time,On-time,Late
CUST0306,42,136465,595,0.384183938304114,5,0,75316,0.272982327925602,EMP,5,Student,New York,Late,Late,Late,On-time,Missed,On-time
CUST0307,67,53494,591,0.372331227971399,3,0,12176,0.394284617173272,Self-employed,7,Student,Chicago,On-time,On-time,Late,Missed,Late,On-time
CUST0308,40,,307,0.237725454982469,3,0,71588,0.411034897991429,retired,0,Platinum,Chicago,Missed,Late,On-time,Missed,Missed,Missed
CUST0309,48,70479,385,0.654619988307774,0,1,99005,0.408327324346621,retired,16,Business,Houston,Missed,Late,On-time,Late,Late,On-time
CUST0310,47,90697,682,0.676443156493361,6,1,46720,0.243359325703751,Employed,16,Gold,New York,Late,Missed,Missed,Late,On-time,Late
CUST0311,59,19835,374,0.324189822964822,1,0,82909,0.242079984227867,EMP,14,Gold,New York,Late,Late,On-time,Missed,Late,On-time
CUST0312,52,176426,320,0.392013108092229,3,1,31674,0.277502670071168,Employed,6,Business,Chicago,Missed,Late,Missed,Missed,Late,Missed
CUST0313,24,194208,321,0.487342175772207,4,0,62253,0.363623737537892,Unemployed,18,Gold,Houston,Missed,On-time,On-time,On-time,Late,Late
CUST0314,33,181267,494,0.954173056207109,6,0,15938,0.248930473024583,retired,2,Business,Chicago,On-time,Missed,Late,On-time,Late,On-time
CUST0315,43,77292,316,0.609024349517786,3,0,612,0.288073752640975,employed,10,Gold,Chicago,Late,Late,Missed,Missed,Late,Late
CUST0316,65,32019,419,0.311316896998324,4,0,13355,0.327359381633944,Unemployed,19,Platinum,Los Angeles,Late,On-time,Late,On-time,On-time,On-time
CUST0317,74,102235,557,0.560756061898101,0,0,10778,0.209510807395213,Employed,18,Gold,Los Angeles,On-time,On-time,Late,Missed,Missed,On-time
CUST0318,69,120891,749,0.224661691872383,0,1,66118,0.203189171167088,Self-employed,8,Student,Houston,On-time,Late,On-time,On-time,Missed,Late
CUST0319,66,33017,625,0.643598061983234,6,0,30443,0.2841736118596,retired,9,Business,Phoenix,Missed,Missed,Missed,Late,On-time,On-time
CUST0320,19,53765,446,0.835109478708897,3,1,86846,0.297417881495164,employed,1,Standard,Los Angeles,Late,Missed,On-time,On-time,Missed,On-time
CUST0321,18,53513,391,0.835958337016791,2,0,82382,0.343388548000164,Unemployed,0,Standard,Phoenix,Missed,On-time,Late,Missed,Missed,Late
CUST0322,65,184160,316,0.646978700694867,4,0,95303,0.367188657495155,retired,15,Business,New York,Late,On-time,On-time,Late,Late,On-time
CUST0323,29,70393,715,0.383317528826374,1,0,87110,0.190093717942835,EMP,17,Platinum,Los Angeles,Missed,On-time,Missed,Missed,Missed,On-time
CUST0324,22,193352,471,0.239819648697174,3,0,80430,0.218791506805643,Self-employed,16,Gold,Los Angeles,On-time,On-time,On-time,On-time,Missed,On-time
CUST0325,54,137402,358,0.219958991326178,1,0,32615,0.202924771243689,Unemployed,5,Platinum,Houston,Missed,On-time,Missed,Late,On-time,Late
CUST0326,49,18709,534,0.05,3,0,62561,0.441244740159142,EMP,13,Standard,Phoenix,On-time,Missed,On-time,Missed,Missed,Missed
CUST0327,72,153311,696,0.638771152601584,2,0,3081,0.287972940979746,Employed,14,Business,Los Angeles,Late,Late,Missed,On-time,Missed,Late
CUST0328,26,106267,471,0.47943289595512,2,0,43927,0.301612929524502,EMP,13,Business,Los Angeles,Missed,Missed,Missed,Late,Missed,Missed
CUST0329,58,179506,461,0.681843233290625,6,0,32615,0.305777436401351,Unemployed,2,Platinum,Houston,On-time,Missed,Late,Missed,On-time,Late
CUST0330,52,26174,556,0.785606297046957,6,0,92183,0.228432998628236,Unemployed,18,Platinum,Houston,Late,On-time,On-time,Late,On-time,On-time
CUST0331,36,43251,644,0.519981108780482,2,0,39259,0.456426951894603,Employed,11,Gold,Phoenix,On-time,Missed,Missed,On-time,Missed,Late
CUST0332,65,81234,326,0.52919232194263,5,0,17023,0.341102665481872,EMP,1,Student,New York,On-time,Late,Late,Late,Missed,On-time
CUST0333,33,85640,522,0.407135931100506,2,0,80150,0.303959052977794,EMP,2,Student,New York,Missed,Late,Late,Missed,On-time,Late
CUST0334,20,67638,498,0.430783116565518,0,0,27446,0.189474357884943,Employed,17,Gold,Chicago,Missed,Late,On-time,On-time,On-time,Missed
CUST0335,37,81234,339,0.645693982494586,0,1,91557,0.183806750834375,EMP,0,Student,Los Angeles,On-time,On-time,Late,On-time,Missed,Late
CUST0336,41,159356,658,0.465124993926937,5,0,44449,0.269109246839423,retired,19,Standard,Phoenix,Missed,Missed,Late,Missed,Missed,Late
CUST0337,71,150230,627,0.436198466649435,4,1,31316,0.230000820642817,Employed,5,Student,Los Angeles,On-time,Late,On-time,On-time,On-time,Late
CUST0338,73,120570,820,0.496336628111429,1,0,61186,0.193255565445344,Self-employed,4,Gold,Phoenix,On-time,Missed,Late,Late,On-time,Missed
CUST0339,50,117795,591,0.677266039212318,3,1,51016,0.262904198042844,Unemployed,0,Student,Phoenix,Late,Missed,Missed,Late,Missed,Late
CUST0340,41,62295,715,0.361467688433979,3,1,86488,0.278357197172411,Self-employed,18,Business,Phoenix,Late,Late,On-time,Missed,Late,Missed
CUST0341,69,70479,361,0.486694296489593,5,0,11308,0.314178542046026,retired,0,Platinum,Los Angeles,On-time,Late,Late,Missed,Late,Missed
CUST0342,28,166836,495,0.549055567555686,0,0,62253,0.249608052862573,retired,15,Standard,Houston,Missed,Missed,On-time,Late,Late,Missed
CUST0343,66,18267,541,0.732044380717047,6,0,,0.199239930533996,employed,11,Business,Los Angeles,Late,On-time,Missed,Late,Missed,On-time
CUST0344,25,118333,486,0.452140644640116,3,0,72809,0.202707911400875,employed,7,Business,Phoenix,On-time,On-time,On-time,On-time,Missed,Late
CUST0345,53,119573,465,0.356435322789655,0,0,89660,0.421297272922618,employed,15,Gold,Chicago,On-time,Missed,On-time,On-time,On-time,Late
CUST0346,55,136790,655,0.403127811145528,4,0,42551,0.174824231363825,Employed,0,Platinum,New York,On-time,On-time,On-time,Late,Missed,Missed
CUST0347,57,117023,700,0.710611486603075,1,0,89537,0.336318229829127,EMP,3,Platinum,Phoenix,On-time,Late,Missed,Missed,Missed,Missed
CUST0348,37,112007,416,0.906661059720693,4,0,56061,0.351954632977439,retired,9,Standard,Chicago,Late,On-time,Late,On-time,Late,On-time
CUST0349,52,99665,789,0.237248437262793,5,0,76567,0.287872452416433,Self-employed,10,Gold,Houston,Missed,On-time,Missed,Missed,On-time,On-time
CUST0350,65,38289,493,0.280939676986028,2,0,79013,0.476782905840517,Self-employed,16,Standard,Phoenix,On-time,Missed,Late,Late,On-time,Late
CUST0351,42,167424,341,0.46624064265957,2,1,52259,0.350171899302769,Self-employed,6,Student,Chicago,Missed,On-time,Late,On-time,Late,Missed
CUST0352,52,98613,820,0.522191219213608,2,0,2200,0.484290304830465,Self-employed,11,Business,Phoenix,Missed,Late,Late,Late,Late,Missed
CUST0353,42,176426,736,0.657393913110999,4,0,47695,0.234893599808512,employed,6,Standard,Los Angeles,Missed,Missed,Late,Late,On-time,Missed
CUST0354,46,33017,622,0.321773398279702,3,0,86828,0.236605459010658,Self-employed,11,Business,Chicago,On-time,Missed,On-time,Missed,Missed,Late
CUST0355,35,52744,700,0.287378192670107,1,0,24623,0.352753715868001,EMP,14,Gold,Los Angeles,Missed,On-time,Missed,On-time,On-time,Late
CUST0356,63,149415,385,0.527617430626726,2,1,4265,0.273853436268079,employed,1,Student,Los Angeles,On-time,On-time,Missed,Late,Missed,Late
CUST0357,35,32955,359,0.448319855958566,5,1,77348,0.468566542489201,Self-employed,13,Gold,Chicago,Missed,On-time,Missed,On-time,Late,Missed
CUST0358,19,36677,611,0.685344199554305,5,1,11251,0.334170038363093,Employed,12,Student,New York,Missed,On-time,Late,On-time,Late,On-time
CUST0359,71,198062,538,0.597471960638076,2,0,25807,0.195542578014328,Unemployed,3,Student,Chicago,On-time,On-time,Missed,Missed,On-time,Missed
CUST0360,52,137402,617,0.611075869526643,2,0,78035,0.126318359145597,Unemployed,13,Business,New York,Missed,On-time,On-time,Missed,Late,Late
CUST0361,33,38524,311,0.479103730724626,1,0,68998,0.292176140765673,Unemployed,13,Gold,Phoenix,On-time,Missed,Late,On-time,On-time,Missed
CUST0362,58,180421,679,0.971116051713641,2,0,53553,0.291087687046676,employed,15,Gold,Phoenix,Late,Missed,Late,On-time,On-time,Late
CUST0363,53,107193,316,0.332450403681248,1,1,86447,0.331376592330838,Self-employed,6,Standard,Chicago,Missed,Missed,Missed,Missed,Late,Missed
CUST0364,50,21949,682,0.622161966750955,5,0,31449,0.42106905737559,retired,18,Gold,Phoenix,Late,On-time,On-time,Late,Missed,Late
CUST0365,21,34870,622,0.246062002585378,2,0,13761,0.407911330399392,retired,1,Standard,Houston,Missed,On-time,Late,Late,On-time,Late
CUST0366,50,59811,475,0.285306464452109,4,0,23125,0.242109896766356,retired,9,Platinum,Los Angeles,Missed,On-time,Late,Missed,Missed,On-time
CUST0367,31,42350,389,0.378530880246909,6,0,50310,0.170618059819557,employed,17,Platinum,Los Angeles,Missed,On-time,On-time,Missed,Late,Late
CUST0368,38,118081,523,0.825864667323605,4,0,74288,0.176587886499092,EMP,16,Platinum,New York,Late,Missed,Late,Late,On-time,Missed
CUST0369,65,28807,728,0.552778886090803,5,0,24670,0.226319829467862,Employed,4,Gold,Phoenix,Late,On-time,Missed,On-time,On-time,On-time
CUST0370,37,,459,0.381904386291124,1,0,62561,0.263326845196098,Employed,11,Gold,New York,On-time,Missed,On-time,Late,Late,Missed
CUST0371,73,,384,0.574887265190914,4,0,91970,0.330506213896516,Unemployed,5,Standard,Los Angeles,Late,Late,Late,Missed,Missed,Missed
CUST0372,25,90353,643,0.507029576284901,1,0,88423,0.219903240310402,Unemployed,8,Student,Los Angeles,Missed,Late,Missed,On-time,Missed,Late
CUST0373,24,42350,664,0.401605326172176,4,0,11251,0.328039197111331,retired,19,Standard,Phoenix,Late,On-time,On-time,Late,Missed,Late
CUST0374,20,76813,693,0.220674228842354,4,0,85678,0.336204014585905,retired,0,Platinum,Houston,On-time,On-time,On-time,Missed,Late,Late
CUST0375,34,101900,648,0.787708496902458,1,1,48942,0.314334388259588,Unemployed,14,Standard,Houston,Missed,Missed,Missed,Missed,On-time,Missed
CUST0376,50,,773,0.541963625742008,3,0,7468,0.18713770029873,Self-employed,5,Student,Phoenix,Missed,Missed,Late,On-time,Missed,Late
CUST0377,65,,781,0.934747674693647,4,0,26000,0.346782672523595,EMP,18,Gold,Phoenix,On-time,Late,On-time,Late,On-time,On-time
CUST0378,29,68932,535,0.688064324108176,2,0,82909,0.508126962876672,EMP,17,Standard,New York,Late,Late,On-time,Missed,On-time,Late
CUST0379,68,,,0.610263944952208,6,0,27490,0.32458968269129,EMP,5,Platinum,Phoenix,Missed,Missed,Missed,Late,On-time,Late
CUST0380,39,150230,742,0.412959134276606,5,1,33472,0.1,EMP,12,Platinum,Houston,Late,Late,On-time,Missed,Missed,Late
CUST0381,72,100999,823,0.280930887228616,3,0,13355,0.42408795720469,Unemployed,0,Gold,Phoenix,Late,On-time,Late,Missed,Late,On-time
CUST0382,39,88963,310,0.45645380310231,1,0,6118,0.229725222330061,Employed,12,Standard,New York,Missed,On-time,On-time,Late,Late,On-time
CUST0383,63,120616,345,0.275141481158833,3,0,98999,0.526571269049569,Unemployed,6,Student,New York,Late,Late,Missed,Missed,Late,Missed
CUST0384,47,61540,414,0.63003807614615,0,0,37658,0.311636345136596,EMP,14,Gold,New York,On-time,Missed,Missed,Late,On-time,Missed
CUST0385,55,53756,611,0.826530499539426,0,0,94309,0.131529930601417,Unemployed,11,Standard,New York,Missed,Late,Late,Missed,On-time,Missed
CUST0386,55,109297,806,0.447817546776573,4,0,33354,0.1,EMP,0,Business,Chicago,Missed,Missed,On-time,Late,Late,On-time
CUST0387,62,,383,0.688898194478239,4,0,48942,0.453974076267587,employed,14,Platinum,Phoenix,Late,Missed,Late,Missed,Missed,On-time
CUST0388,68,53304,469,0.362154185956628,2,0,31674,0.410590498591727,retired,3,Student,Los Angeles,Missed,Late,On-time,Late,On-time,Missed
CUST0389,71,173427,550,0.439506632358529,6,0,3081,0.522601888576669,Employed,12,Student,Phoenix,Missed,On-time,Missed,Late,Missed,Missed
CUST0390,25,140917,725,0.337007203086911,5,1,16454,0.301092448557355,employed,4,Student,Chicago,On-time,Missed,Late,Missed,Missed,Missed
CUST0391,44,96317,685,0.0733733929858979,3,0,63375,0.294347011662031,Self-employed,1,Platinum,New York,Late,Late,Missed,Missed,On-time,Missed
CUST0392,44,93832,459,0.492693330016277,0,0,11587,0.261728120784144,Unemployed,0,Standard,Chicago,Late,On-time,Late,Late,Late,Missed
CUST0393,51,31896,834,0.52569034751955,4,0,49798,0.234170975874077,Self-employed,15,Gold,Houston,Late,Missed,On-time,On-time,Missed,Late
CUST0394,38,,622,0.713172199752327,5,0,44454,0.260757044554218,Unemployed,5,Standard,Houston,On-time,Missed,Late,On-time,Missed,On-time
CUST0395,47,70284,528,0.659087650533857,3,0,30575,0.321746333232402,retired,15,Gold,Phoenix,On-time,Late,On-time,On-time,Missed,Missed
CUST0396,50,72043,308,0.661790579807799,4,0,,0.215609921308789,employed,13,Student,Phoenix,On-time,On-time,On-time,Missed,Missed,Late
CUST0397,45,183152,656,0.305192755376424,4,0,24835,0.133071065312601,retired,2,Standard,Los Angeles,On-time,Late,On-time,Missed,On-time,Late
CUST0398,64,170576,337,0.591899461214138,0,0,19733,0.315987663401417,EMP,14,Student,Los Angeles,Late,Missed,Missed,Late,On-time,Missed
CUST0399,50,198401,523,0.816518793096318,0,0,52217,0.213380440130656,retired,2,Business,Houston,Late,Missed,Missed,Missed,Late,On-time
CUST0400,22,86726,584,0.575973570141816,4,0,60278,0.1,retired,1,Student,New York,On-time,Late,On-time,Late,Missed,On-time
CUST0401,65,180421,762,0.865718722612999,1,0,91557,0.355256739065701,EMP,0,Student,Chicago,Missed,Missed,On-time,On-time,Missed,Late
CUST0402,36,107658,306,0.903793222223972,4,0,55345,0.189194096188297,Unemployed,8,Gold,Los Angeles,On-time,Missed,Missed,On-time,Late,Late
CUST0403,21,57318,770,0.44630634594167,5,1,3091,0.366178945469073,EMP,8,Business,Los Angeles,On-time,On-time,On-time,Late,Late,On-time
CUST0404,52,38524,563,0.360612050983885,4,0,32207,0.363784810651598,employed,6,Student,New York,On-time,On-time,Missed,On-time,Late,Missed
CUST0405,66,161377,380,0.347707566916209,2,0,98999,0.328359001152283,retired,2,Student,New York,Late,On-time,On-time,On-time,Missed,Missed
CUST0406,34,119573,360,0.196772835979355,6,0,90739,0.549681784035649,EMP,17,Business,Phoenix,Missed,Late,Late,Late,Missed,Late
CUST0407,61,167617,638,0.396319420116895,2,0,85780,0.286194815002762,retired,10,Business,Chicago,Missed,On-time,Missed,On-time,On-time,Late
CUST0408,45,,627,0.741533089951249,2,0,44303,0.271436043250141,employed,6,Standard,New York,On-time,Missed,On-time,Late,Missed,Missed
CUST0409,47,71570,341,0.0591924849497519,1,0,39582,0.368367242141691,Self-employed,8,Gold,Los Angeles,On-time,Late,Late,Late,On-time,Late
CUST0410,46,165580,734,0.29250931985725,1,0,1217,0.29445526378862,employed,0,Business,Los Angeles,On-time,Late,Missed,On-time,Missed,On-time
CUST0411,63,154487,595,0.4745737116696,4,0,89616,0.4160493537394,Employed,13,Business,Houston,On-time,Missed,Missed,Missed,Late,Missed
CUST0412,70,130359,835,0.32456295987566,2,0,47906,0.173119409242447,Employed,19,Platinum,New York,Missed,On-time,Late,Late,Late,Missed
CUST0413,23,58919,784,0.394542811151955,1,0,,0.174782555253565,Employed,5,Business,Phoenix,Missed,On-time,Late,Missed,On-time,Late
CUST0414,52,109074,401,0.397534065115539,0,0,61210,0.376580949132621,retired,6,Gold,Chicago,Late,Missed,On-time,On-time,Missed,Missed
CUST0415,58,152326,474,0.44849195598765,4,1,5626,0.183518906066139,Unemployed,9,Student,Phoenix,On-time,Missed,Late,Missed,On-time,Late
CUST0416,54,40934,694,0.354109060778052,5,0,62561,0.360909860644271,Unemployed,6,Student,Los Angeles,Missed,Late,Late,On-time,Missed,Late
CUST0417,41,126888,793,0.33775735722889,6,0,63412,0.337000284621036,Unemployed,1,Student,Phoenix,Late,On-time,On-time,Late,Missed,Late
CUST0418,46,73243,595,0.686861949184246,3,0,62253,0.230551171397233,retired,3,Student,Los Angeles,Late,Late,Late,On-time,On-time,Late
CUST0419,66,,452,0.709930835572069,4,0,46333,0.336717016023343,employed,16,Platinum,Los Angeles,Late,Late,Late,Late,On-time,On-time
CUST0420,63,65990,766,0.223891330950518,3,0,62253,0.176540755421576,Unemployed,0,Business,Los Angeles,Late,Late,Late,On-time,On-time,Missed
CUST0421,70,180983,711,0.05,2,0,73733,0.200010007373629,Self-employed,9,Student,Los Angeles,Missed,Missed,Late,Missed,On-time,Missed
CUST0422,48,196415,415,0.712674969914186,6,0,95276,0.276281226158793,Employed,18,Standard,Los Angeles,On-time,Late,Late,On-time,Missed,Missed
CUST0423,52,179506,398,0.254239916289572,3,0,59691,0.307892781907222,employed,14,Student,Houston,On-time,Late,Missed,On-time,On-time,Missed
CUST0424,50,71570,634,0.542548967691947,2,1,36820,0.269636146301214,Employed,9,Business,Phoenix,Missed,Late,Missed,On-time,Late,Late
CUST0425,69,104588,811,0.186865625394356,0,0,65548,0.343311596387311,Unemployed,18,Student,Houston,Missed,On-time,Missed,Missed,Missed,Late
CUST0426,38,146800,500,0.759550997051934,3,0,29584,0.338846641504829,employed,11,Platinum,Houston,Late,On-time,Missed,Missed,Late,Late
CUST0427,49,163216,768,1.0087335790603,6,0,60530,0.452936680834814,EMP,15,Gold,New York,Late,On-time,Missed,Late,Late,Missed
CUST0428,40,193677,320,0.536561381841067,4,0,36913,0.290471465285499,Self-employed,8,Gold,New York,Missed,On-time,Missed,On-time,Late,Missed
CUST0429,50,38049,673,0.481179470308096,2,0,62342,0.419456343118412,Unemployed,14,Business,New York,On-time,Missed,On-time,Late,Late,On-time
CUST0430,20,129821,536,0.435572084961987,4,1,49798,0.392072551289389,Unemployed,16,Gold,Chicago,Missed,On-time,Missed,Late,Late,On-time
CUST0431,35,115235,691,0.656359862262582,6,0,95276,0.529397728329314,Self-employed,13,Gold,New York,Missed,On-time,Late,On-time,Late,Missed
CUST0432,42,108610,467,0.613537350186917,1,0,55812,0.287274198009772,Self-employed,17,Standard,Phoenix,On-time,Late,Missed,On-time,Late,Missed
CUST0433,59,31364,739,0.700699690710572,2,0,24851,0.257964127854701,EMP,1,Business,Houston,On-time,Late,On-time,Missed,On-time,Missed
CUST0434,48,184160,572,0.374416695480383,3,0,78289,0.425769422224373,Unemployed,3,Business,Phoenix,Late,Late,Late,Late,Missed,Late
CUST0435,71,59238,401,0.568023541280929,2,0,20052,0.338543257174126,retired,17,Gold,New York,Missed,On-time,Missed,Missed,Missed,On-time
CUST0436,20,68682,339,0.39150638665876,4,0,88778,0.428165921678389,Unemployed,6,Gold,Chicago,Late,Missed,Late,On-time,On-time,Late
CUST0437,57,28807,794,0.288456870385989,0,0,95136,0.37167987979895,Employed,12,Gold,Chicago,Missed,Late,On-time,Missed,Late,Missed
CUST0438,63,,799,0.491796915799307,2,0,41743,0.1,employed,14,Platinum,Houston,Missed,On-time,Late,On-time,Late,On-time
CUST0439,41,20569,427,0.315497453924583,3,0,87110,0.337632177703118,employed,0,Student,Phoenix,Late,On-time,On-time,Late,On-time,On-time
CUST0440,67,25916,762,0.734745399548517,1,0,,0.331121589795148,Employed,10,Platinum,Los Angeles,Missed,Missed,Late,On-time,Missed,Late
CUST0441,49,127566,328,0.327615924396835,5,0,82438,0.313310690246396,employed,9,Business,Phoenix,Missed,Missed,Missed,Missed,Missed,Missed
CUST0442,64,33888,398,0.572709188137472,0,0,1806,0.286775694587661,Self-employed,4,Standard,New York,Missed,Late,Late,On-time,On-time,Missed
CUST0443,39,152162,446,0.379315540248055,1,0,4106,0.140785647220567,employed,15,Student,Los Angeles,On-time,Late,On-time,On-time,On-time,On-time
CUST0444,40,170026,788,0.555412550087502,2,0,95376,0.387417691723832,employed,10,Standard,Chicago,On-time,Missed,On-time,Late,On-time,On-time
CUST0445,19,51187,549,0.395200685308928,4,0,65387,0.337376842809349,Employed,5,Business,Houston,Missed,Late,Late,On-time,Missed,Missed
CUST0446,44,108396,378,0.248557745028492,6,1,85678,0.410195669739742,EMP,8,Business,Houston,On-time,Late,On-time,Late,Missed,On-time
CUST0447,59,16062,690,0.596754548190369,4,0,73117,0.146124447572474,employed,12,Standard,Chicago,Missed,On-time,On-time,Missed,Missed,On-time
CUST0448,19,167617,700,0.452916875617355,3,0,52256,0.350713448954526,retired,7,Standard,New York,Missed,Missed,Late,On-time,Missed,Missed
CUST0449,43,187627,584,0.557196988144491,4,0,10778,0.276534066245343,employed,13,Standard,Chicago,On-time,On-time,Missed,Missed,Missed,On-time
CUST0450,34,115235,781,0.414231412873912,0,0,62010,0.314378800992552,EMP,0,Business,New York,Missed,Late,On-time,On-time,Late,Missed
CUST0451,57,,528,0.234412697246309,4,0,29845,0.27768403658191,Employed,16,Gold,Los Angeles,On-time,Late,On-time,On-time,On-time,Missed
CUST0452,50,99076,332,0.716635719411251,3,0,62010,0.354360792748012,EMP,4,Standard,Chicago,On-time,Missed,Missed,On-time,Missed,Missed
CUST0453,26,190333,462,0.647351551088217,5,1,29416,0.283712687900842,Employed,1,Student,New York,Late,Late,Missed,Missed,Late,Missed
CUST0454,60,65612,588,0.386607804889351,2,0,,0.194808507494431,Self-employed,8,Business,Los Angeles,Missed,Missed,On-time,Late,On-time,Missed
CUST0455,71,162851,622,0.513955842699759,6,0,77743,0.308642541878619,Employed,3,Platinum,Chicago,On-time,Missed,Late,Late,Missed,Missed
CUST0456,65,75566,338,0.708403896632587,2,0,83236,0.278582546286449,Self-employed,16,Platinum,Houston,Late,Missed,Late,On-time,Late,On-time
CUST0457,56,177993,739,0.40859233282752,4,0,24120,0.291660637887111,Self-employed,16,Student,Chicago,Late,Late,Missed,On-time,Late,On-time
CUST0458,46,38049,758,0.439623098961889,1,0,71588,0.1,Employed,17,Gold,Phoenix,Late,Missed,Late,Missed,Late,On-time
CUST0459,59,,350,0.548726500001474,2,0,24835,0.36826360835687,retired,15,Standard,Chicago,Missed,Late,On-time,On-time,Missed,Late
CUST0460,72,125448,354,0.408181787289082,5,0,,0.268533638265321,Unemployed,7,Business,Phoenix,Late,Late,Late,Missed,Late,Missed
CUST0461,43,146800,459,0.671418399397404,4,1,17913,0.165184642598173,Employed,10,Standard,Los Angeles,Missed,Missed,On-time,On-time,Late,Missed
CUST0462,52,134180,757,0.466219843938512,6,0,16693,0.392256351684814,employed,17,Business,Chicago,Late,Missed,Late,Missed,Missed,On-time
CUST0463,67,64922,658,0.343192825001205,3,0,67397,0.363636572775293,retired,9,Platinum,Los Angeles,On-time,Late,Late,Missed,On-time,On-time
CUST0464,42,,837,0.621727765974799,5,0,45776,0.267267980372514,retired,12,Standard,Los Angeles,On-time,Missed,On-time,Late,Late,Late
CUST0465,41,24435,766,0.27157387011373,4,0,60530,0.184783062047998,employed,16,Student,New York,Missed,On-time,Missed,Missed,Missed,Late
CUST0466,30,,664,0.902975712224842,5,0,,0.317803073467937,Unemployed,17,Gold,Los Angeles,Missed,Missed,Missed,Late,On-time,On-time
CUST0467,24,193998,700,0.81649927271604,2,0,18952,0.31231060845876,retired,9,Student,Los Angeles,Missed,On-time,On-time,Late,Late,Missed
CUST0468,74,164143,580,0.602699095384203,6,0,44449,0.392433428299178,Self-employed,15,Gold,Chicago,Missed,Late,On-time,Missed,Missed,Late
CUST0469,53,191615,796,0.58586620436398,3,0,42551,0.25562644851395,Unemployed,19,Standard,Chicago,Late,Late,On-time,Late,Late,Late
CUST0470,62,75566,845,0.576488283563859,4,0,82482,0.419492213486499,employed,4,Standard,Houston,Late,Late,Late,Missed,Late,Missed
CUST0471,37,167424,813,0.402181042816218,0,0,33772,0.245974699666423,Unemployed,12,Gold,New York,On-time,On-time,Missed,Late,Missed,On-time
CUST0472,18,53513,617,0.559461929136168,3,0,43870,0.165416821545757,Employed,17,Platinum,Los Angeles,Late,On-time,On-time,Missed,On-time,Late
CUST0473,25,155932,754,0.31537347790843,0,0,23685,0.186771724452271,Unemployed,16,Business,New York,On-time,Late,Late,Missed,On-time,Missed
CUST0474,63,,475,0.600763683688036,5,0,75316,0.293758846086438,Self-employed,8,Student,Phoenix,Missed,On-time,Missed,Late,Late,Late
CUST0475,33,38049,508,0.673569388606259,1,0,60348,0.293448549094126,Employed,13,Student,Los Angeles,On-time,Late,On-time,Late,Late,Late
CUST0476,31,169786,822,0.424382779803333,3,0,48437,0.332786114075077,EMP,16,Student,New York,Late,Missed,Late,On-time,On-time,Missed
CUST0477,29,52744,796,0.380979641169056,5,0,44439,0.290962596888155,employed,3,Standard,Houston,On-time,Late,Missed,Missed,Missed,Late
CUST0478,68,24435,307,0.257504595070418,0,1,20374,0.397731851606432,employed,17,Student,Houston,On-time,On-time,Missed,Late,Missed,On-time
CUST0479,40,87474,429,0.791591046713138,2,0,26417,0.273890590153742,Unemployed,19,Business,Los Angeles,On-time,Late,Missed,On-time,On-time,On-time
CUST0480,32,86726,799,0.396867193231557,2,0,54622,0.100372373512858,retired,14,Business,Phoenix,Late,On-time,On-time,Missed,Late,On-time
CUST0481,45,59482,346,0.460252192796675,1,0,85678,0.28789033115342,Employed,10,Gold,Houston,Late,On-time,On-time,Missed,On-time,Late
CUST0482,51,59811,792,0.560031116999145,3,0,,0.1,EMP,11,Standard,Houston,Late,Late,Late,On-time,On-time,Late
CUST0483,19,,766,0.556441528577986,3,0,,0.327139098099769,Employed,8,Business,Phoenix,Missed,On-time,Late,Late,Missed,Late
CUST0484,49,147396,401,0.649312019136214,3,0,7468,0.405719299898491,employed,12,Platinum,New York,Missed,On-time,On-time,Late,Missed,On-time
CUST0485,40,116570,556,0.424134016032334,5,0,76567,0.201377551371748,Employed,14,Standard,Houston,Missed,On-time,Late,Missed,On-time,On-time
CUST0486,39,39285,567,0.272266412305817,6,0,37463,0.441855668639185,EMP,14,Standard,Chicago,Missed,Missed,On-time,Late,Missed,Late
CUST0487,68,43732,524,0.237266938205536,6,0,53553,0.384283124472843,retired,4,Business,Houston,On-time,Late,On-time,On-time,On-time,On-time
CUST0488,42,188420,550,0.38414895343143,1,0,86846,0.420648015541505,Unemployed,18,Platinum,New York,On-time,Missed,Late,Missed,Missed,On-time
CUST0489,39,115497,665,0.309629905065075,3,0,64110,0.318956385643463,Self-employed,19,Gold,New York,Late,Missed,Late,On-time,On-time,Missed
CUST0490,39,153877,618,0.439276658938448,5,0,36029,0.200723482424817,Employed,13,Business,Los Angeles,On-time,Missed,On-time,On-time,Late,On-time
CUST0491,66,54954,825,0.761515762151996,2,0,77743,0.378081542781413,Self-employed,16,Platinum,Chicago,Late,Missed,On-time,On-time,Missed,On-time
CUST0492,69,177993,818,0.424544358823262,0,0,32630,0.237539909323166,employed,17,Standard,New York,Missed,Missed,Missed,Late,Late,On-time
CUST0493,59,191517,813,0.424469827733088,5,0,23047,0.311788450610335,Unemployed,2,Platinum,Phoenix,Missed,Missed,Late,Late,On-time,Late
CUST0494,23,168487,306,0.496720244748842,6,0,5539,0.282864900719638,Unemployed,1,Standard,Chicago,Missed,On-time,On-time,On-time,Missed,On-time
CUST0495,32,,811,0.418875001757586,6,1,16699,0.412469585679689,Employed,0,Business,Chicago,Late,Late,Late,On-time,On-time,On-time
CUST0496,71,48307,688,0.486521752856361,2,0,12707,0.373032700592332,retired,9,Business,Phoenix,On-time,On-time,Missed,On-time,On-time,Late
CUST0497,60,86180,836,0.608173844496269,2,1,45595,0.291943420168762,Unemployed,18,Student,Houston,On-time,On-time,Late,Late,Late,Missed
CUST0498,54,152326,847,0.676950210952662,0,0,44449,0.104839280645984,Employed,16,Student,Phoenix,On-time,Late,Late,On-time,Late,Missed
CUST0499,50,105852,343,0.700642639947804,2,1,11155,0.236477253347079,Employed,11,Student,Phoenix,Late,On-time,Late,Missed,On-time,Missed
CUST0500,25,40945,442,0.911370444146204,1,0,36968,0.370422228948441,Self-employed,0,Business,Houston,Missed,Late,Late,On-time,Late,On-time