age,income,employment_length,loan_amount,credit_score,debt_to_income,num_credit_lines,education,home_ownership,loan_purpose,default
39.96714153011233,15689.588755259461,0.11455155562753237,1000.0,716.8478533794523,0.4032043502142498,5,PhD,Own,Business,0
33.61735698828815,18906.296022782655,8.504469265201216,45289.001897828675,731.6356983724467,0.10111027811492869,1,Bachelor,Own,Home Improvement,0
41.47688538100692,16338.988602679043,3.2190606478919976,6439.174252105213,575.3810239179122,0.183085598182613,4,High School,Rent,Debt Consolidation,0
50.23029856408026,23276.72058249744,4.062203096790124,6962.861547248056,539.7769270334996,0.20381474907435837,1,High School,Own,Debt Consolidation,0
32.658466252766644,40078.25775915406,2.3702646660620545,7723.222736476716,591.2948034877467,0.21368532590863912,4,PhD,Rent,Medical,0
32.6586304305082,14980.114812525613,0.411712760471245,11027.686523944065,769.0871029959452,0.13022612850645873,4,Bachelor,Own,Home Improvement,0
50.79212815507391,36330.404125141,0.06304003972549954,8101.377913627638,479.04443546760365,0.5922688381625514,1,Bachelor,Other,Personal,0
42.67434729152909,14900.707347995236,3.999880167473686,7282.895888163631,528.403300494819,0.5131012329851165,1,Bachelor,Own,Debt Consolidation,0
30.305256140650478,14417.332300392558,1.009457341815512,23089.532319936076,604.1230515474218,0.12548581099993655,4,High School,Own,Business,0
40.42560043585965,33166.55637750225,0.6126831695344124,12739.680671755503,552.4328782087864,0.48056573908816214,1,Bachelor,Rent,Debt Consolidation,0
30.365823071875376,34925.349422134634,1.6495799558141302,3762.9440292154113,645.8327264585962,0.44414469942804025,0,PhD,Rent,Debt Consolidation,0
30.34270246429743,33715.23085456466,1.0925551066777992,14655.033388870212,791.4525939428754,0.13480218150892803,2,Bachelor,Mortgage,Business,0
37.41962271566034,11408.355401661935,2.109186953994747,12323.775000692234,529.6181553191757,0.35052746302094223,2,High School,Own,Debt Consolidation,0
18.0,17448.771272429807,1.3224957652583533,5238.450458388258,635.3633823502233,0.4004812617031044,4,High School,Own,Debt Consolidation,0
18.0,33239.502967068904,2.3895844200817935,15270.997818332371,649.1749030599524,0.24187692242527983,3,High School,Mortgage,Home Improvement,0
29.377124707590273,22488.76028030978,3.8404124600427796,7143.384188490574,616.5413751432039,0.08293816727645371,3,PhD,Mortgage,Home Improvement,0
24.87168879665576,12876.427290487232,0.43521036027883253,6786.300470073576,492.15750239187787,0.2662144515511002,3,PhD,Mortgage,Debt Consolidation,0
38.142473325952736,27699.204395053963,0.7992629554282191,6640.015030209282,586.217447782311,0.22076368625259377,2,High School,Mortgage,Debt Consolidation,0
25.91975924478789,15407.294891607893,1.1482962990803098,1161.5441404260885,586.5163648450205,0.320088754060905,4,High School,Mortgage,Business,0
20.876962986647086,54028.254716441195,6.54341681869117,5316.872500655525,713.3503955637578,0.5011809974823199,1,Bachelor,Own,Debt Consolidation,0
49.65648768921554,47687.316078361386,0.909311587625857,14336.13559749327,691.9579297698505,0.058498971387253136,3,Bachelor,Rent,Personal,0
32.74223699513465,29793.594900834334,0.9596226544262934,7959.098396699632,494.8104250469203,0.6042229507038182,1,Master,Mortgage,Debt Consolidation,0
35.67528204687924,43499.44038950248,2.1195863293563177,2898.21658500732,611.2863641983221,0.36555035622283943,2,Bachelor,Own,Personal,0
20.752518137865433,22751.71201744346,1.0866966319417988,17530.6315513344,599.9744791816244,0.18027876616605584,1,Bachelor,Mortgage,Debt Consolidation,0
29.556172754748175,32296.64866052321,6.041023351044717,6381.253767824898,845.4695283717247,0.1614290660815149,4,High School,Own,Business,0
36.10922589709866,46113.459414947945,4.49749652132041,3049.5203882148107,679.2313180301622,0.2846951290734385,4,Bachelor,Other,Business,0
23.490064225776973,24903.14403374073,1.4406617755837405,47325.7568870484,542.2561580969465,0.5619091483579036,0,Bachelor,Mortgage,Debt Consolidation,0
38.75698018345672,19387.93829347615,2.0700090920976524,3489.3191995655984,572.3202077398349,0.13856725876019726,2,High School,Rent,Business,0
28.99361310081195,10000.0,0.11956489709052938,16376.345237352645,612.145460080461,0.16613299912708585,2,Bachelor,Own,Home Improvement,0
32.083062502067236,21129.66459622298,2.379683098537783,4378.881998552758,686.2367575391542,0.1999621810767452,4,High School,Rent,Business,0
28.98293387770603,33246.726572198786,2.456536956565463,9033.195571166832,698.4920946162238,0.5082329933077543,3,Master,Rent,Debt Consolidation,0
53.522781845089376,35341.62454328202,0.8900735680901674,3937.3186672261277,670.0482642691445,0.10647891828057227,3,Bachelor,Other,Home Improvement,0
34.86502775262066,28344.33690768339,0.4961097649332456,3006.5744553955283,629.0234754363736,0.06492468791200216,1,Master,Own,Business,0
24.422890710440996,16803.63401672384,4.932053644917228,12305.01320218888,636.3999675809657,0.6428675716427618,5,Bachelor,Mortgage,Debt Consolidation,1
43.225449121031886,10000.0,1.112709375034518,11206.311620582295,637.1030773585882,0.6508872986314432,3,Bachelor,Own,Medical,0
22.791563500289776,17195.318594168584,2.12093491275954,20246.142395003095,471.70901027141144,0.39750307382848077,3,Bachelor,Rent,Debt Consolidation,0
37.08863595004755,18917.21370291191,0.06779371366910625,7883.241497065986,643.870837835632,0.5285823487574092,2,High School,Own,Medical,0
18.0,18836.194106762727,1.0691002294123115,47871.77854306257,592.2745944205627,0.3437122480057,0,PhD,Mortgage,Debt Consolidation,0
21.718139511015693,30009.767124940605,3.3993687899936,10043.463802036054,484.7169779215269,0.35573658013895376,2,Bachelor,Rent,Personal,0
36.96861235869123,59446.867268988724,0.980660853097961,12751.698341743064,850.0,0.3346027581911004,2,Bachelor,Own,Debt Consolidation,0
42.38466579995411,23429.81418721708,1.8484500512841113,2733.2771894119032,681.130360598712,0.3294957020402943,0,Bachelor,Rent,Personal,0
36.7136828118997,19764.330564679334,0.4710796382912066,4957.87523502115,651.3103258278297,0.5864262222302444,1,Bachelor,Rent,Home Improvement,0
33.843517176117594,19348.866027253036,1.0775095702035893,12280.203342662591,612.887200940421,0.4014676852673793,0,High School,Mortgage,Business,0
31.988963044107113,23439.839196594134,5.252140165853358,7575.0693849813715,723.0222458648686,0.4333544588822441,3,High School,Mortgage,Personal,0
20.214780096325725,14557.376496361108,1.6715043698417174,9415.81977089368,533.7699740792985,0.09471858373728859,3,Bachelor,Mortgage,Home Improvement,0
27.801557916052914,23390.8284836727,4.644177295529546,4216.686864299962,618.7295708057187,0.27172762180130633,2,High School,Mortgage,Business,0
30.393612290402125,27595.449589468393,4.645969506544589,8933.446795842232,554.7829117325927,0.19056562641180813,2,Master,Rent,Debt Consolidation,0
45.57122226218915,24461.189336391173,5.770092741232585,8909.17312629455,722.1562853671353,0.545038965675942,0,High School,Rent,Medical,0
38.43618289568462,27688.459117561928,4.515063997963909,3151.557279469964,567.3258854147346,0.2772308333548081,5,Master,Mortgage,Home Improvement,0
18.0,27360.99682333619,0.00657304743562308,13548.618640282679,760.1327811633697,0.2508516901282353,2,Bachelor,Mortgage,Personal,0
38.24083969394795,10000.0,5.436652384876381,2079.6357610177015,640.072461239621,0.3295406734891094,5,High School,Mortgage,Debt Consolidation,0
31.149177195836835,30285.82557377011,0.29574620806994834,9389.905088949785,727.4490096827057,0.3838113709285737,7,Master,Mortgage,Debt Consolidation,0
28.230779996940413,15748.37677706301,0.08149035142335438,33272.08895739094,689.9858884370875,0.1826845628656823,5,Bachelor,Mortgage,Business,0
41.11676288840868,12734.631086204183,0.11396316746885611,13966.82886269207,755.924483399552,0.33515286494233265,2,High School,Other,Debt Consolidation,0
45.30999522495951,12679.909440794088,0.8582338252220073,13897.154651444589,556.4823403971477,0.21324333752665367,3,Bachelor,Rent,Personal,1
44.31280119116199,27358.17880116999,1.9394045640949449,3952.322500994908,740.562318494664,0.5969534743875353,3,Bachelor,Rent,Personal,0
26.607824767773614,19706.671976305537,1.0293701120019303,33364.56349471895,463.74113467707366,0.17166741774966018,4,Bachelor,Mortgage,Business,0
31.907876241487855,10000.0,0.051772933432619,24376.491303628103,654.3126762113686,0.16536090414171345,4,High School,Other,Business,0
38.31263431403564,27973.667706013937,1.29437015336121,4126.265261030462,595.4078067696985,0.3194877380166665,1,High School,Own,Business,0
44.75545127122359,10723.532821740879,1.1672612983972304,5542.43606795065,509.5458616004963,0.22916711411728277,5,Master,Rent,Medical,0
30.2082576215471,23621.454788972525,2.8281474427492106,22108.663758186998,560.6477875006659,0.29811321781166833,5,High School,Own,Medical,0
33.14341023336183,24816.138409645824,0.6559331407468738,34095.404972540615,585.9344273720667,0.4100811990198267,1,Bachelor,Mortgage,Business,0
23.936650259939718,34296.15544936302,0.4906023921525153,2946.140159004701,630.3448317896134,0.6578018088829168,2,Bachelor,Mortgage,Debt Consolidation,0
23.037933759193294,53682.502705176026,0.5912644027621564,3630.157752197724,597.5150348150808,0.1937747027123077,8,High School,Rent,Debt Consolidation,0
43.125258223941984,11132.920814826537,0.7240637408794357,7222.602289538579,658.0025973539655,0.05981403469654998,6,Bachelor,Mortgage,Business,0
48.56240028570823,21456.074376216082,1.8284101835045432,1426.7077217852866,566.9841684411431,0.22803046828209692,5,Master,Rent,Debt Consolidation,0
34.27989878419666,19184.00911644225,1.2755213941424874,8227.488871080011,602.3142298998666,0.3394261420561189,1,Master,Rent,Home Improvement,0
45.03532897892024,27361.025232443924,0.8216425491209186,20922.80123003251,621.0933934959138,0.38144320836937057,4,High School,Own,Home Improvement,0
38.61636025047634,24534.47095609565,0.9378137682889197,2563.4015526920352,668.2096222330757,0.05142172528479055,3,Master,Rent,Debt Consolidation,0
28.548802453948756,18466.74597312668,0.9270053252984327,8970.400222765527,734.8847281837562,0.29032066158348485,2,High School,Own,Personal,0
38.61395605508414,17668.680813774845,7.180364195299932,5087.711676215124,735.3663007065379,0.573570652432081,3,Master,Rent,Debt Consolidation,0
50.38036566465969,12604.0638965283,0.5305291014067275,30090.258455525407,673.7483991802164,0.10954022885816453,2,Bachelor,Own,Home Improvement,0
34.64173960890049,36095.76380102083,3.408173784753324,5136.701959013937,693.0253016605599,0.7003789471576483,1,High School,Mortgage,Debt Consolidation,0
50.64643655814006,27711.481220630772,2.463447568099779,27315.087117754494,681.1866915845476,0.20855970321752262,2,PhD,Own,Personal,0
18.0,34852.637642215814,0.011171151859096501,5024.27248504886,618.5357824136454,0.26082356389823724,5,Bachelor,Mortgage,Debt Consolidation,0
43.21902504375224,18860.063663448072,9.974682867531051,15017.037130885234,740.058300261788,0.24242179078362502,4,Bachelor,Own,Home Improvement,0
35.870470682381715,15860.424585241317,2.824778752429551,9912.545882561379,558.5518907516237,0.36350544370491017,6,High School,Mortgage,Personal,1
32.009926495341325,12846.702809338594,2.294237380213973,7254.533529163672,445.18545316961547,0.5314870850547596,5,High School,Rent,Home Improvement,0
35.91760776535502,26356.199247807075,1.0394794991748253,4305.192557894245,545.8510613245644,0.5306900093730058,7,Master,Rent,Debt Consolidation,0
18.0,13096.540465849681,1.620274961142856,10493.133155927833,790.3120815104287,0.1784631016128657,1,PhD,Rent,Business,0
32.80328112162488,55510.72556479816,0.5841056088467027,5696.298118899042,620.4566861502321,0.08553017239786784,2,Master,Mortgage,Home Improvement,0
38.57112571511746,11454.9669473976,0.07225648225862365,4666.604601459015,677.4129006183767,0.08170668877709014,5,Bachelor,Own,Home Improvement,0
49.77894044741516,25256.27855926505,3.6160418471481455,26322.469133456023,622.6049983429796,0.22206141434432833,3,High School,Rent,Debt Consolidation,0
29.817297817263526,48215.0915440949,4.536067715985894,12556.882266190478,706.1665328826358,0.10442087051575942,1,High School,Mortgage,Business,0
26.915063971068122,29719.090011313838,0.3545979102768261,13560.428503195788,657.0712666006377,0.4017475716916138,1,Bachelor,Rent,Business,0
29.982429564154636,24048.715300437347,3.0934530174726818,5923.727559860944,643.1407990767748,0.43937192500673644,1,Master,Mortgage,Home Improvement,0
44.15402117702074,13571.919255186034,2.7030337264700224,6982.88421923982,711.3778335050445,0.42263089558767775,8,Master,Other,Debt Consolidation,1
38.287511096596845,11038.179498288431,0.39294238950962596,6641.802497636083,603.4322061381176,0.7277180226835644,1,PhD,Own,Debt Consolidation,0
29.702397962329613,32371.22061603443,1.0957705296963804,10612.53501474052,687.2077782697052,0.3252674895420934,3,High School,Rent,Debt Consolidation,0
40.13267433113356,46773.57194574334,1.0989871050236826,13540.530981615944,632.5278338922184,0.5879450349733832,3,High School,Own,Home Improvement,0
35.9707754934804,17686.819935337684,2.853934886000104,7909.334346053449,639.2573746787108,0.2506196003867195,2,Bachelor,Mortgage,Medical,0
44.68644990532889,12462.373280968817,3.6361359143296594,4297.909431147394,568.1402500676726,0.4130525787145954,1,Bachelor,Mortgage,Debt Consolidation,0
27.979469061226474,10000.0,0.1991437629979793,14890.167363694585,628.4044350613727,0.32002935664019494,4,Bachelor,Own,Debt Consolidation,0
31.723378534022316,13488.83490507983,1.6555033713753542,8322.54265389961,595.8757449752819,0.2703265821005915,4,Bachelor,Own,Debt Consolidation,1
31.078918468678424,20809.639144468605,2.8688568553395255,2558.8952387915815,762.9920178761095,0.29150703479884477,1,Master,Mortgage,Business,0
20.364850518678814,48999.31612772683,3.0853405745527787,1468.1585389985253,481.59283361412383,0.1650616574626794,1,Master,Rent,Debt Consolidation,1
37.96120277064576,30839.96972868037,0.32032230349582425,10283.724104369925,738.9259891444462,0.487454473110522,2,High School,Mortgage,Medical,0
37.610552721798896,25656.25556018557,1.4910090001727088,4173.1271962566025,475.5742319311018,0.39344546714168344,2,Bachelor,Mortgage,Debt Consolidation,0
35.05113456642461,18032.665989414476,3.897650677266677,11439.753340052976,703.7215637609961,0.22561322608929915,6,Bachelor,Rent,Home Improvement,1
32.65412866624853,16455.534466990543,0.7669725731921194,4356.853288300315,566.2269765787572,0.11630800991579954,4,Bachelor,Rent,Debt Consolidation,0
20.84629257949586,44481.28414855347,1.1071771226176632,9014.129935451643,706.6322264168341,0.04465131970080482,7,Bachelor,Other,Debt Consolidation,0
30.79354677234641,24352.000236647447,3.262942868282114,5986.5991640414795,637.8640991983835,0.0631604592115362,2,Bachelor,Own,Medical,0
31.572854834732304,10000.0,0.18712635999930677,32910.15817509631,506.764664411121,0.21573938533684256,4,Bachelor,Mortgage,Personal,1
26.97722730778381,15728.508552095796,3.9250000651028873,17331.007656933525,785.8618539843817,0.04479936713861999,6,Master,Mortgage,Debt Consolidation,0
33.387142883339905,14341.202745671068,0.7454829783652326,23809.4423922668,727.6646309855644,0.13029393625230717,3,High School,Own,Debt Consolidation,0
39.040508568145384,16761.971450188328,0.002902738636431784,8260.481974985885,700.3175456998856,0.3570125488302932,2,High School,Own,Business,0
53.8618590121053,29186.318389325475,0.5335617839941359,15644.71988173843,585.9630255612135,0.2734830561489957,3,High School,Rent,Home Improvement,0
36.74577812831839,20874.373955274987,0.18752416741748704,8719.52516687978,731.1084613452466,0.06393585283251685,3,Bachelor,Mortgage,Medical,0
37.57550390722764,21195.99009904371,0.19386979327616624,26256.611262998085,521.6748378401758,0.1640839724722225,3,Bachelor,Mortgage,Business,0
34.25554084233833,42477.78790084231,2.360745213106612,7646.095067427319,427.2353877492669,0.4295301736029806,2,High School,Own,Business,1
18.0,15549.277524897872,0.48153675935342594,2649.188187509888,493.7674130807799,0.07020688862586123,6,High School,Rent,Debt Consolidation,0
34.73486124550783,55943.62481617718,5.458824394259839,1637.7895557184368,557.8011963673586,0.6696129098943304,2,High School,Own,Debt Consolidation,0
35.60230209941027,15746.07181089967,1.4531785580476158,30780.876881094395,574.5163115909468,0.1394509265655155,3,PhD,Rent,Business,0
59.63242112485286,23031.061833948504,1.2327362303123426,11882.281017435304,606.5156431153911,0.18381741672816768,3,Bachelor,Rent,Debt Consolidation,0
33.076390352188774,19137.36914458897,1.139324483724767,12524.042551453094,610.9566765380363,0.2000172477188881,1,Bachelor,Other,Medical,0
38.015473423336125,23428.524782319448,2.3591304788400262,26681.301316817684,585.0161717708968,0.2184182235417389,3,Master,Mortgage,Debt Consolidation,0
34.65288230294757,27509.75636200852,1.2039192013683702,2161.6174610717553,438.36852278338233,0.4140546737251994,2,Bachelor,Mortgage,Home Improvement,0
23.313219623804677,27362.19568180423,0.2753091481905781,6082.1834333149145,669.2123367610648,0.21472281582748887,0,Master,Own,Home Improvement,0
46.42822814515021,15114.976231320725,4.243398810479591,6708.590419633603,623.5325246548665,0.5435908822660039,5,Master,Mortgage,Debt Consolidation,0
42.519330326867745,12563.39443755448,1.1186153920410276,14673.819324430304,580.3656415452616,0.5380393205335777,8,High School,Mortgage,Medical,0
42.910319470430466,77001.94000995046,0.15377197141664017,4655.8874682052665,789.8021291372694,0.35394259123150185,3,Master,Mortgage,Home Improvement,0
25.90612545205261,17292.14844229292,1.507349061080362,3099.2053074943674,625.7834635444635,0.42136531799608307,3,High School,Mortgage,Personal,0
49.02794310936099,31244.736823623836,2.084540613952063,3077.032936015872,655.8531732456175,0.2357736861773473,6,Bachelor,Rent,Debt Consolidation,0
20.981489372077192,10000.0,0.644774691727104,20323.527031553767,729.5850151783133,0.2397795159533136,4,PhD,Own,Home Improvement,0
40.868570938002705,19152.597786339305,3.222282801832565,4473.71449143811,501.0139157772506,0.3593866603024408,3,High School,Mortgage,Home Improvement,0
56.90455625809979,20669.207430927872,2.2159672013565177,5210.265080055956,647.7389946332098,0.35136458532838527,1,PhD,Rent,Debt Consolidation,0
25.094636748693116,27900.713332728326,2.101594738444421,13461.62764638671,729.2547854016627,0.2985262731199054,2,Master,Rent,Home Improvement,0
29.33702270397228,10000.0,1.0923010408948606,4632.461621066493,640.8671097301088,0.44497204055258294,6,Master,Rent,Debt Consolidation,0
35.99651365087641,23934.358663387455,6.535885378723882,2071.5269302509887,519.6657413314408,0.5264241609830913,0,PhD,Rent,Personal,0
29.965243458838007,12396.001901650863,0.640931720046117,2286.1833826520074,601.7524555054727,0.14535210212590638,5,Master,Rent,Business,0
19.493365689338674,25904.522739706226,1.7241046868966114,7743.07428856373,668.8986645743648,0.3084833668489441,4,Master,Mortgage,Debt Consolidation,0
35.68562974806027,13119.243510576982,0.7393905621630686,12062.572358871575,439.3122109850867,0.15552341544172982,5,High School,Rent,Home Improvement,0
24.37696286273895,14360.81580665906,2.731452704363251,6892.601058725508,514.7339004898756,0.13577020102136791,1,Bachelor,Rent,Medical,0
39.73592430635182,19209.99882897309,0.09794247725209894,11434.085883650196,847.3536895935109,0.3279437857400823,3,Bachelor,Own,Medical,1
25.80575765766197,13014.706486032841,0.09396072822952498,2229.9400466755255,698.4590227684912,0.4682520830553946,0,High School,Mortgage,Medical,0
50.499344050175395,17365.361394661835,3.3305458466799536,2353.7313754481443,798.3470560716281,0.10476939448494334,3,High School,Mortgage,Debt Consolidation,0
27.167467076637628,12128.485224864919,1.139270191694984,49175.3978164488,736.6317701507883,0.4345530476914138,2,Bachelor,Rent,Personal,0
31.779384837943244,10000.0,0.8346100115767225,21725.183958862035,689.398364317413,0.1151152608798832,3,Master,Mortgage,Home Improvement,0
43.135172173696695,36643.03052543286,1.8705743655299776,14990.583458463076,619.0920761056494,0.46856884824209055,3,Bachelor,Rent,Personal,0
22.69135683566045,11521.563592878032,2.4206481545143417,4780.116814718159,688.1213874384817,0.3766617671547179,2,Master,Mortgage,Business,0
37.27459934604129,20143.955681473642,0.4492927270530671,6698.206261799659,794.9964190862356,0.1462267666306035,2,Bachelor,Own,Debt Consolidation,0
48.07142754282428,32094.679276300056,0.4101928726764046,8092.218066198591,732.5538923167429,0.3257569543384187,3,Master,Mortgage,Debt Consolidation,0
18.925167654387725,16196.135586838005,6.347362699651821,23190.01068418373,666.6810304846779,0.22426057632344748,2,Master,Rent,Home Improvement,0
36.84633858532304,14580.161030640853,1.7815593787464896,11183.85179824681,632.7652930800356,0.09130866738193244,4,Master,Own,Debt Consolidation,0
37.598827942484235,24664.47046455815,0.9889745728628161,12341.601139530967,699.8323587470863,0.7050275700416735,3,Bachelor,Mortgage,Home Improvement,1
42.8182287177731,38521.31145311672,3.23334498472068,7085.9983452815995,596.7957392709429,0.5132299718604421,5,Master,Rent,Home Improvement,0
22.63049289121918,12275.275144680545,1.489550362028191,15277.43303432682,699.8474410414452,0.19200474056915962,1,Bachelor,Mortgage,Personal,0
21.795433869157236,20433.39975679492,0.5532543021155868,10320.197721839744,580.204450900395,0.2289247053009448,3,PhD,Mortgage,Business,0
40.21941565616898,10000.0,0.46319664888808487,8393.544573246769,614.6079112514576,0.18019833594444915,3,High School,Own,Home Improvement,0
37.96984673233186,18095.1549329677,1.011209440099162,4471.739054858056,547.22945337835,0.20442674557805748,1,PhD,Other,Home Improvement,0
37.504928503458764,22406.409656012056,3.930738555218964,7399.31425251119,606.0236955905672,0.3234539795983727,2,High School,Other,Home Improvement,0
38.46448209496975,14366.978307451858,0.12683385494568664,3416.506569099466,581.6272341513754,0.8226143483976457,3,Bachelor,Own,Personal,0
28.199752784215093,17527.109631976902,0.4931467999873393,7847.017444551403,819.1915391109108,0.25591589407763254,4,Bachelor,Rent,Personal,0
37.322536971610035,10893.119341789132,4.472692639695024,8700.441812262334,560.5504242772212,0.1607645894901175,3,PhD,Mortgage,Home Improvement,0
37.93072473298681,22891.920385465328,0.25961283557519,1183.6821112974067,688.4835295607891,0.34283736982606444,3,Master,Rent,Personal,0
27.85648581973632,37340.99726561156,1.9864824247586033,6739.41475625151,555.3117680646418,0.11256440910703847,4,High School,Mortgage,Medical,0
53.65774511144757,12726.326315647733,0.4803540213037405,3163.062036561129,654.6896036676116,0.4140093510694052,3,Bachelor,Mortgage,Debt Consolidation,1
39.73832920911788,16133.677181684236,1.862132952598325,12075.229208528326,678.9915401954389,0.13943765304080213,1,Master,Mortgage,Home Improvement,0
23.086965027973513,28318.572011881526,0.9661101945566077,13490.321681505366,464.8896326076299,0.19696986477643236,5,High School,Own,Debt Consolidation,0
41.5655360863383,40378.20182958202,0.21445094372948506,5761.356018535997,510.22985116777977,0.17774434491125085,2,Bachelor,Rent,Debt Consolidation,1
25.253183297726785,10440.054627013877,1.7468220360820468,12571.877697413986,554.5326808762017,0.45093383285668737,3,High School,Mortgage,Debt Consolidation,0
42.87084603742452,20243.87649088365,2.2979767260901083,13001.93600826133,519.6763125951463,0.21402707301499715,3,High School,Own,Home Improvement,0
46.58595579007404,25376.15953243983,2.280573161117476,6742.7782920248,658.4085201945517,0.020357762649209767,4,Bachelor,Other,Home Improvement,0
26.793176816482895,20930.690476298023,2.026894480088264,27651.343084154865,674.2580208754865,0.18113780281888772,1,High School,Mortgage,Home Improvement,0
44.63376129244322,10000.0,1.3871936870285428,4536.631477773393,543.6928044632465,0.2229626066610297,5,High School,Own,Debt Consolidation,0
39.12780926936498,28297.96023846536,1.4657421266984718,26293.908164315675,662.4198436932555,0.44541639380546016,5,Bachelor,Mortgage,Medical,0
43.2206015999449,47083.04213345721,2.0192263809554634,6767.184879815818,607.5921386228619,0.11060614531610591,2,Bachelor,Other,Debt Consolidation,0
53.967929826539475,23349.500606928385,2.34403996497235,4127.135729632141,640.0523966431114,0.35287815697054803,2,High School,Own,Personal,0
32.54611883997129,13153.550134205007,2.127707294020047,6116.59727067488,587.1576710394083,0.26408545752555745,3,High School,Mortgage,Medical,0
27.462638356425103,17042.003620231702,1.7683517812456948,3362.66340098054,698.7656732462146,0.24238667734654387,3,Bachelor,Mortgage,Personal,0
26.104855703744768,53367.46309065177,0.3388240525664518,15178.66790661036,813.4929256937678,0.2678305041442257,3,High School,Own,Debt Consolidation,0
26.841897150345616,34716.87886979039,0.4730061333717687,2247.9743876167986,727.4334215618578,0.25142512263655076,7,High School,Mortgage,Personal,0
34.228982905858956,30333.66131006548,0.6028157394901782,24629.17126125158,789.3390848679118,0.09527768911726975,5,High School,Own,Debt Consolidation,0
38.41151974816644,26323.208770131943,5.043016552394557,3832.6288809284065,509.7175216893708,0.3328742496778519,2,Master,Mortgage,Debt Consolidation,0
37.766907993300194,15826.34829825267,2.849198151606551,15824.627332987004,582.4290897726858,0.1593278599353387,0,PhD,Mortgage,Medical,0
43.27183249036024,19924.679329903418,1.6097975717484252,8261.65895904591,706.5235832798015,0.44830638049014937,2,High School,Other,Home Improvement,0
35.13001891877907,21184.787496451045,0.5808568231664063,10063.3181619329,800.8294174883442,0.20905991956256686,1,Bachelor,Own,Home Improvement,0
49.53534077157317,28992.34643297224,0.2350720596290617,5054.1516982380645,715.0440426906573,0.23892425343941295,5,Bachelor,Mortgage,Debt Consolidation,0
32.35343166762044,46838.4369481971,4.5805073958742275,10745.54361608639,547.3775914626136,0.24122108967304082,1,Bachelor,Own,Home Improvement,0
62.20169166589619,38529.099594334104,4.463619916725161,9027.03669972708,606.534266518112,0.26384271113285973,2,Bachelor,Rent,Home Improvement,0
41.25667347765006,10832.51807391042,0.23463138007402942,2524.1790129797546,683.3404436588141,0.061147837495027495,3,High School,Mortgage,Debt Consolidation,0
26.428424435837172,24636.823290823646,3.191234381210131,3751.833743286,633.5340478369253,0.5455558092873923,0,High School,Mortgage,Debt Consolidation,0
24.291075019388877,31836.91270848574,1.1835113113874682,5256.760866468411,570.1227542281629,0.2456079061524386,1,Master,Own,Debt Consolidation,0
39.824724152431855,30014.32855354238,0.7830265764087289,4429.326347721279,620.974555665557,0.12958476940713698,8,Bachelor,Mortgage,Business,0
32.76537214674149,16080.82935660629,2.687270947524387,22076.053683323724,648.5563981240421,0.53195451840916,3,High School,Mortgage,Personal,0
42.14000494092092,94566.12534548012,1.905544014946201,8148.680954623864,541.5078694522422,0.6723007078082113,4,High School,Rent,Home Improvement,0
39.73237624573545,11631.331400935214,3.0285291893838964,4346.224959439717,748.4509072536734,0.6087920962185093,0,Bachelor,Mortgage,Home Improvement,0
34.271710873431275,12815.437484256066,0.15447249697153856,5471.916177783655,606.038517744096,0.12487285648575275,4,Bachelor,Mortgage,Business,1
26.53206281931595,24755.365704238215,0.767173449715073,5412.300611781962,642.7423773689205,0.08768881768524744,4,Master,Rent,Home Improvement,0
19.851527753141355,63475.00767470224,0.7693167067532494,6435.343009864951,753.5052703723986,0.16055813815999434,1,Bachelor,Own,Debt Consolidation,0
30.53485047932979,14499.980370482393,0.8002182310201602,3428.014385654978,637.5001333894045,0.30417456460055686,5,Master,Mortgage,Home Improvement,0
43.56398794323472,19285.05682399529,1.3962385324089517,4225.340429277232,748.0358828441589,0.46608602186456155,2,Master,Own,Home Improvement,0
37.14093744130204,37746.45475559203,0.6653973794534901,14962.248318878928,547.0799139083274,0.1724719929527587,5,Bachelor,Mortgage,Home Improvement,0
22.54261221288012,21830.621574704102,1.1753543381090872,9398.209606220587,693.2955914616283,0.17887631152460529,1,Master,Mortgage,Business,0
36.73180925851182,18633.1600862458,0.9170280742268858,7173.363727960436,733.9322355713954,0.05691976563100708,1,High School,Mortgage,Home Improvement,0
38.85317379728837,29226.071542669037,2.6582864796569283,8120.104104721752,567.0132001520951,0.15845350079558335,0,Bachelor,Mortgage,Debt Consolidation,0
26.16142563798867,25241.85971283106,1.850162489311813,7813.055493927565,632.1630407633595,0.5079941260637344,6,High School,Mortgage,Debt Consolidation,0
36.53725105945528,36872.42987169617,2.120492144355401,6854.736253590201,634.232441536942,0.28429534147225977,0,Master,Rent,Debt Consolidation,0
35.58208718446,42013.002997638774,0.47292342645723556,12254.933516851534,670.9639217149706,0.2208810925022161,2,PhD,Rent,Personal,0
23.57029702169377,25680.867284709715,0.7875736272182897,11551.008043999762,697.4801617339768,0.4720456319204362,5,Bachelor,Mortgage,Debt Consolidation,0
38.577873603482836,25485.536207874968,0.04278529454510519,2304.43227002961,558.879380137769,0.09271989236733405,4,Bachelor,Rent,Home Improvement,0
40.60784526368234,24515.368636241918,0.22941862019861234,7293.583377918497,643.9945141698682,0.18654593449526335,2,High School,Rent,Debt Consolidation,0
45.830512431752766,28129.25110049911,0.6159171350208863,2429.266115231146,809.131817357458,0.10212288580552639,2,High School,Rent,Home Improvement,0
45.53802052034903,22642.530990508178,0.13540966266677834,13473.253308371664,755.3876791624804,0.5703551990163607,0,Bachelor,Own,Business,0
21.22330632042909,22019.765456588422,1.8457869660508757,14974.937442016908,729.3843845243837,0.15707498732097183,0,High School,Mortgage,Debt Consolidation,0
25.621749600848773,40067.209493483104,12.563757682775202,4971.002862262714,630.7220402065368,0.1526138489476411,2,Bachelor,Rent,Business,0
40.1503526720866,47007.2954119542,0.21253343908510408,7380.47173093222,850.0,0.2619305405562782,3,Bachelor,Rent,Debt Consolidation,0
40.13785950912209,10365.347262478093,3.443312810361738,1496.4452814920387,752.981418850626,0.03103673955041899,1,Bachelor,Rent,Home Improvement,0
40.150476863060476,22137.1080320071,0.252978203765932,17645.42551720388,653.7418867929432,0.43431037829145025,5,Bachelor,Rent,Medical,0
73.52731490654722,15609.777867657493,2.2168042187138495,14296.056260043817,672.0410715590701,0.2919530328273358,5,Bachelor,Mortgage,Medical,0
40.70890510693167,18854.639063405964,2.06092211965647,20334.377576501138,604.1150345260959,0.6010481301031169,2,High School,Own,Personal,0
46.35565640180599,26937.054404141218,4.660260704659496,26615.13484957264,689.3371691158305,0.11241594305691134,4,Bachelor,Own,Home Improvement,0
44.54001763493203,30783.040548653815,0.241953892306419,3043.3451436128394,709.3075033726914,0.39907349422082045,3,Bachelor,Rent,Debt Consolidation,0
41.51391251305798,20825.56876265884,0.7579710138236349,16488.778890749454,720.2608084547097,0.14637766121608745,2,Bachelor,Mortgage,Home Improvement,0
31.847307553596544,10000.0,0.19033585262597366,26461.431997477583,631.9316107809552,0.4443968058976947,4,Master,Rent,Debt Consolidation,0
42.589692204932675,13595.269899392477,1.0464150137704382,2451.211578590032,502.6300662372328,0.22555922879780974,3,High School,Other,Debt Consolidation,0
27.27174785462428,34483.9692323636,4.85161218023834,7065.867178850603,674.1788346179825,0.18859043901683867,2,PhD,Mortgage,Home Improvement,0
32.63181393259991,10000.0,3.042150449153145,6058.868911750737,720.6793505930607,0.11634930005936724,3,Bachelor,Rent,Debt Consolidation,0
30.146364521708964,39883.32420693455,2.5667543792017775,16064.537652792296,552.1446659644802,0.35713724145757486,4,Master,Rent,Debt Consolidation,0
35.81874139386323,28584.360035441652,1.5229698399400113,1193.7407545969966,640.9167422004627,0.18209798394033594,3,High School,Own,Debt Consolidation,0
58.146585666735085,42535.23374556827,4.299483260157096,34640.06215493286,784.1465825240393,0.18184061276567337,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,19944.633857438956,1.1936452062847982,7405.441513645485,529.6524941929955,0.2464504348262191,2,Master,Rent,Personal,0
41.86260190374514,10000.0,0.32429838889437945,16862.972512380198,621.6265650211536,0.04127122622326423,3,High School,Mortgage,Medical,0
18.872841288103483,27314.727941863384,3.6352037295167205,7721.857399316798,798.713914793835,0.4295718693409869,2,High School,Other,Medical,0
30.280681342105666,41661.243453084,0.6560037418863881,12012.463812460626,665.771535411377,0.08899508326977616,1,Bachelor,Rent,Personal,0
45.889505969673664,34974.0243238346,0.11025081517780476,1265.0480607239604,597.3988171759761,0.2517392446976091,3,Bachelor,Own,Medical,0
35.64280019095463,15814.05306594452,0.2694368352487096,5955.640911408353,649.2968406889593,0.2053690438412737,6,Bachelor,Mortgage,Home Improvement,0
24.222552220706937,23003.01418235001,1.8783968223074243,15965.87592660772,732.5917132278281,0.18004440356374574,1,High School,Rent,Home Improvement,0
27.846962907400318,16874.887779417702,1.8683084969206232,10208.600980885642,629.6494464816243,0.1529578399249034,4,High School,Mortgage,Debt Consolidation,0
41.79597748934676,14623.231883040411,0.6027053038267804,2187.5273605172856,709.7582114939075,0.31533177291413167,4,High School,Rent,Debt Consolidation,0
27.696333682828634,35514.42694019529,2.5978871684030462,8511.214408615311,673.4990158675745,0.4810420002321965,2,Bachelor,Own,Business,0
37.16458589581975,12103.305115983454,2.97125862644609,4209.1084696014605,681.707841034864,0.5294371911563799,4,Bachelor,Mortgage,Personal,0
35.45571839903814,14088.18504051825,5.064062581989459,3927.1317313951013,716.1541511008132,0.12652399997135533,3,Master,Rent,Medical,0
28.48399652394183,12682.611781802329,1.7586523289934262,2400.529414408413,620.5171917026707,0.3141431510285612,2,Bachelor,Mortgage,Business,0
56.439440893253256,10455.424758557514,3.0230201791843085,13292.591082478852,555.5489247127713,0.10821889018591656,2,High School,Own,Personal,0
41.33919022318011,23699.45061188224,2.797541171271252,19740.18244110193,697.4395605447105,0.10969438452908661,3,Bachelor,Rent,Debt Consolidation,0
18.0,39369.6905649532,0.5962974436871625,44183.845168456224,636.7595887223231,0.2706093207141884,6,Bachelor,Mortgage,Debt Consolidation,0
36.86454314769428,20081.647592869747,0.7427823336040706,2491.801661385515,605.1888774086616,0.13310712758451876,5,High School,Mortgage,Debt Consolidation,0
28.38213535231612,10374.70695831087,1.3020244963309326,14971.4110124596,702.6385289308047,0.1301663003595959,2,PhD,Rent,Home Improvement,0
43.52433334796224,33522.50454958071,0.038445084915521434,15780.607572259958,777.7347081193697,0.11407148631836113,3,High School,Mortgage,Business,0
27.074792615672994,51167.04119146997,0.705928739448707,5092.867234050181,634.5421616981215,0.2807853137948329,2,Bachelor,Other,Home Improvement,0
33.85263558533101,15944.653335272695,1.2844628335643204,3889.1165065279056,650.844953855811,0.34148872599236063,2,Bachelor,Mortgage,Debt Consolidation,0
40.049872789804574,17339.161047052563,0.22873366942509668,3399.5764972933516,531.823278087362,0.6447564771009382,3,Bachelor,Rent,Personal,1
43.657551941701215,28504.872456829667,0.26998122845596306,5314.091820932013,627.7305391588128,0.08069223862012738,4,Bachelor,Mortgage,Business,0
22.997035929442237,49559.8779908368,1.2443962606970116,9529.021129023615,672.129044685085,0.23921883568756905,3,Master,Other,Medical,0
31.654987641590516,16984.949835601878,2.6258278274489086,24054.79443338883,647.9555901312262,0.15996593983161914,1,Bachelor,Own,Debt Consolidation,0
30.25054688839044,11313.761657236,3.588512337829135,19619.33170098715,613.7844167145897,0.16203643304280002,5,Bachelor,Rent,Medical,0
28.46670767426288,30203.385602911003,1.5806994485327626,2225.3432326871603,722.5841670133567,0.5557050731309869,5,Bachelor,Mortgage,Medical,0
52.65454240281097,32844.31785731173,1.2877580233887118,4311.000975891765,655.800767857829,0.4302902190728311,0,Bachelor,Rent,Personal,0
39.049817109609556,22094.096502061224,0.9699277749692475,22918.78821997971,850.0,0.3444731536995354,3,Bachelor,Mortgage,Business,0
22.391160456649548,16662.79002473887,0.4287368126252202,4514.843188072167,670.7719264856104,0.13333460867491767,6,PhD,Mortgage,Home Improvement,0
44.17861947054776,36213.57637528614,0.31696476949196106,7742.412954848512,375.3497147309555,0.7397610231057289,4,High School,Mortgage,Medical,1
56.22156197012633,28681.79850922247,3.139438989214682,2070.9627035169674,538.7968391264856,0.49839762863723247,5,High School,Rent,Home Improvement,0
45.32465260551147,14999.651426008775,1.251001857643084,20382.393274926788,703.2119279269704,0.059774758891132755,3,PhD,Other,Home Improvement,0
19.806300340459867,22573.84841919753,3.124347781405723,1754.2583172461198,585.669020005887,0.5504025311453268,5,High School,Mortgage,Medical,0
30.157659271337486,11205.345654399733,2.4353527814087315,2177.10553075215,591.8769732170455,0.3414156720381083,4,Master,Mortgage,Medical,0
47.669111491866225,31037.307518515634,0.431084812662009,18781.988830438157,526.0770156047272,0.4674222834157244,7,Master,Other,Debt Consolidation,0
27.923305343812192,19319.750919318278,1.4279543087736035,37648.53583597958,602.3267529349671,0.6095470231719226,5,Master,Mortgage,Personal,1
39.43819428146229,17714.602595147884,1.174033792022104,6422.168628332328,669.3927755874284,0.3494996888538677,2,Bachelor,Mortgage,Home Improvement,0
42.74634053429337,21667.370784413444,1.1028560698300194,7804.921306954133,688.583571438792,0.46426543852401786,6,Bachelor,Own,Business,0
25.73069528421917,22474.887407843224,1.5642674102656395,16757.87620329889,548.0104348502227,0.2378968971264024,5,PhD,Rent,Home Improvement,0
34.404746439382,34456.916681300274,8.043887927723892,10214.445795165137,730.5406113316485,0.48948180644442724,2,High School,Rent,Debt Consolidation,0
18.0,29600.462513987048,3.3522304801984126,6011.475209128309,530.8630910195077,0.37950860172996964,4,Bachelor,Mortgage,Debt Consolidation,0
24.756123586657104,20369.528468124223,4.680832122492713,5495.237587251348,693.7956108991248,0.35122815612590824,2,Bachelor,Mortgage,Debt Consolidation,0
32.4743184860684,32268.08934384704,0.06017542552275039,2313.603706500222,683.7046774636698,0.33188403266619804,4,Bachelor,Own,Debt Consolidation,0
22.522168180351507,26913.105139026724,0.302428180841855,9762.984461909908,556.5641814965512,0.17452043199809328,4,PhD,Own,Debt Consolidation,0
51.32411303931635,17795.487303398386,0.17714590444488273,7528.61627542839,544.6684473916043,0.13924247947154786,6,PhD,Own,Home Improvement,0
20.698586220393672,20694.865828519167,0.6109617512678901,5708.565565886879,688.2290440604881,0.10513555624490063,5,Bachelor,Mortgage,Home Improvement,0
30.59955513303016,20453.0757907828,1.1664073368644867,3635.6680783579745,594.0117481397309,0.5331371962726847,1,PhD,Other,Personal,0
36.30740577286091,28357.041949366223,2.054742080225535,3942.5197067461363,630.9500654690105,0.23208671686354013,5,PhD,Own,Debt Consolidation,0
49.412732890661154,18333.56281480204,1.38962219334819,13289.128001245883,718.7335817914791,0.39043640553736897,4,Bachelor,Mortgage,Debt Consolidation,0
20.641378488205607,18120.431753866633,4.6698842605026645,16404.827310920977,697.9137161230977,0.5672206581648719,5,High School,Mortgage,Debt Consolidation,0
46.63163752154959,58946.09461826831,5.622025817397173,6237.327441373918,558.4055484905429,0.3078117466342355,4,PhD,Rent,Debt Consolidation,0
35.10233061019587,35237.5565721315,0.357107610260159,5733.126749400167,644.6420809703174,0.13765210338145994,0,Master,Mortgage,Debt Consolidation,0
25.18491348952049,15058.52669855953,3.833460976879095,4093.196821615211,556.5284798107162,0.4239466903894607,3,Bachelor,Rent,Home Improvement,1
39.62103474263271,29303.741906521376,1.3144877895676483,17144.900044296475,736.9938949956337,0.13968217008894296,3,High School,Mortgage,Home Improvement,0
36.9905969557347,23369.219578767843,1.2078179643872717,8306.524885465604,803.65168642817,0.33098994318078917,4,Bachelor,Rent,Debt Consolidation,0
28.997831228412053,26789.775637137922,3.0736703811308836,10876.075889832751,565.4904684806606,0.1209408836266271,1,High School,Mortgage,Medical,0
35.69802084990019,23592.1819371908,0.19553551424903592,10794.328152261422,646.8832896033637,0.09855720805158145,2,High School,Rent,Business,0
31.1468640313824,39927.529315266525,4.282516914117166,6334.959524658864,741.746101133111,0.5203619517183716,1,Bachelor,Own,Debt Consolidation,0
36.13517345251248,26181.548144095425,2.2225645574464705,3189.794967254304,652.4211008328301,0.339282793121354,4,Bachelor,Rent,Medical,0
41.62130674521047,21353.17353407934,4.163073192076767,3652.2309369067793,706.1505287380426,0.18336564063864258,2,Bachelor,Own,Business,0
50.86016816145352,37089.72620292257,10.39787738772824,19976.43136956477,655.1606331510943,0.5039581600684704,6,Bachelor,Own,Debt Consolidation,0
22.62184501173151,24751.52842273222,1.4596408044598255,4534.420398602835,544.3196292112891,0.06547325388714423,4,High School,Mortgage,Debt Consolidation,0
56.330333746562665,23405.803646246914,0.19580390649841034,5835.470316923069,661.8925017177871,0.19150987694916735,5,Bachelor,Own,Debt Consolidation,0
18.0,25771.159614155324,0.36430041398446844,3269.8113519861768,762.7283639233051,0.17018937612327348,0,PhD,Own,Home Improvement,0
33.482149049644164,21019.282050742342,0.7819952647797519,3062.9898248108443,681.429206980758,0.12277755789319103,1,Master,Mortgage,Home Improvement,0
40.883172064845766,22128.319588010054,0.21863208386051386,4379.4043561536,812.3674283789194,0.5339851232943484,4,High School,Rent,Personal,0
37.809918677350325,16426.525333545065,3.3784977437525052,31279.73577070807,472.8496140978573,0.38375042157506767,4,Bachelor,Rent,Debt Consolidation,0
28.773004801794063,15129.72135949342,0.7044208524419547,13717.530782390046,687.9047449640207,0.32084114837947036,1,Master,Mortgage,Debt Consolidation,0
32.918777496427246,13369.2798665761,7.449940982884252,5316.491662511537,585.1992014816822,0.16784032225288398,4,High School,Rent,Personal,0
30.069990653411672,10981.950677342124,2.4252968709160383,19269.93591258002,562.4368838874228,0.14859960539472825,5,Master,Own,Home Improvement,0
29.106352430557884,14187.8510752224,0.3809422375096894,7173.585665188822,783.4418608571729,0.3361257971990597,5,Bachelor,Own,Business,0
43.496020970210246,20188.461004428853,1.2926899705416333,23943.975770143294,624.4995022310621,0.4120862434107397,4,High School,Own,Home Improvement,0
38.57015485965047,23191.910029624338,1.2580333164100725,47542.73550190723,614.8454738666699,0.023224817711769465,3,Master,Rent,Home Improvement,0
28.07090404739346,19232.40158933964,1.3565630808320703,18444.64551600061,684.3575885118885,0.1659277846999729,1,Master,Mortgage,Medical,0
43.995998754332504,10000.0,1.5344107352908818,8739.784085585952,434.74815469536986,0.45877661412485143,4,Master,Mortgage,Medical,0
38.072995208766095,48401.84340604401,0.06333860513735948,14178.016338710038,785.4865939883668,0.25083156703293513,4,Bachelor,Mortgage,Business,0
43.1286211883896,37920.23150519744,2.318643504782634,8201.373960917073,840.4430314114136,0.41780981121810545,5,Master,Other,Debt Consolidation,0
41.29628841923612,27525.824771943433,1.3357066693504172,1865.3450135326798,741.5113445022232,0.0953748059848487,2,High School,Rent,Personal,0
26.710049890779278,57167.75738029138,3.1305109701359854,4799.656676603844,691.1989740571397,0.15062680851576885,1,Master,Mortgage,Home Improvement,0
29.398189598030307,13511.79033282185,3.378581653227121,3784.718246025598,628.3424572858535,0.24122704718619487,1,PhD,Own,Business,0
42.472936051232615,56602.73362650107,0.5241199387183533,4715.296919819051,542.4787681217817,0.016875447503451945,1,Bachelor,Rent,Business,0
41.10370265433465,13594.124572155197,0.09926922873054829,34027.93711685105,769.4063815732763,0.519049891004811,2,High School,Mortgage,Debt Consolidation,0
34.79098406035852,24819.10411064649,2.4296216893094984,19884.976866638357,741.6341623268871,0.4721529324561099,4,High School,Mortgage,Debt Consolidation,0
36.17327383308782,11650.231586116735,7.611976396060889,11530.00262757446,695.0116254917385,0.2739354425880061,4,Bachelor,Mortgage,Debt Consolidation,0
47.77664895788425,22188.89123435434,1.1835579990414198,15519.838074847266,683.3628889448343,0.21645183169951523,5,High School,Rent,Debt Consolidation,0
29.084286111641703,26717.745497552194,0.6011639986844598,1783.4575647554475,680.0592413865306,0.39113628301145636,0,Master,Own,Business,0
40.470973811700375,20387.043070347157,0.34079837011748476,14509.327108453022,597.4063280210671,0.3828991023216984,3,Bachelor,Own,Debt Consolidation,0
32.97807347566106,31474.680943713207,0.6777980304293224,17183.40640019643,850.0,0.8012716325446034,5,High School,Mortgage,Medical,0
32.8231879677278,23144.379057564853,0.7947544608064517,1350.4622899984358,621.437645947768,0.17928520523937425,2,PhD,Rent,Personal,0
45.9877685198719,16963.04843478636,1.1028603652238593,14945.856796084514,607.3295806521561,0.20210740529641485,0,High School,Other,Business,0
43.2541634898803,16590.62973375052,2.130783252134186,2593.4416263531307,762.060631204515,0.16447365335526096,4,Master,Own,Debt Consolidation,0
43.135096360006386,33039.4270475216,0.6381062256443534,1675.7158311441183,647.0794227575652,0.3450909814481595,4,Bachelor,Own,Business,0
48.05478807154329,15884.975193890585,0.10464399078266456,23413.18428094026,648.100548474716,0.1556076295805908,4,Bachelor,Rent,Debt Consolidation,0
35.21003841632759,34811.444799434,0.9345063873603319,3620.475905946839,791.4569372079804,0.42475416292712714,3,Bachelor,Own,Home Improvement,0
41.81952971294964,40593.20213270585,3.870746343226869,4569.881750971292,717.8615245550376,0.2346925963424632,1,Master,Own,Debt Consolidation,0
31.89733243406544,10000.0,1.3797112507599878,17884.39160758873,722.9418546774293,0.5198768648537198,5,High School,Mortgage,Debt Consolidation,0
38.24166352488442,38811.16312547932,6.692495750231765,6347.4560032131385,508.2289505807282,0.4462812164262348,5,High School,Mortgage,Debt Consolidation,0
33.698569456323156,61710.62191078941,1.400833202132117,7015.432898345026,690.0540178609047,0.09283886828835156,3,PhD,Mortgage,Debt Consolidation,0
35.96995964992718,24984.27436675155,0.6456482814570449,6893.474199318254,549.4392064405123,0.1910288614064297,3,High School,Mortgage,Home Improvement,0
40.95157025436914,29719.007184786224,0.42964155685925415,10700.855994966969,604.5005993255078,0.4669647141951274,3,High School,Mortgage,Debt Consolidation,0
26.817793167665275,36993.69094860884,2.3717713789260935,6761.043133943627,667.5641269562819,0.3174074305740343,2,Bachelor,Own,Debt Consolidation,0
55.92387275685461,19192.19264817016,1.537385602311538,8877.727219591046,646.3790197924416,0.26871641748269454,2,High School,Mortgage,Debt Consolidation,0
24.93982618500298,24128.285700404573,1.8526767263486958,5416.2203548635,715.4218306028772,0.2437715672079366,5,Bachelor,Rent,Personal,0
22.85811387212268,11417.473627081637,2.8140294197537505,10737.050168420668,727.069965184161,0.19175277068497884,1,Master,Mortgage,Debt Consolidation,0
46.581108735000676,23607.44752360762,2.5885498288862685,10415.750655144902,734.5633839282622,0.31598574015146175,1,Master,Mortgage,Debt Consolidation,0
42.91662693962936,28255.855737059803,0.08866316720970474,36986.51516318203,515.5799056859838,0.14096246253443684,2,Bachelor,Own,Personal,0
41.24119817052155,28512.03367818613,3.244761676752849,5972.968029774681,850.0,0.09087263542828625,1,Bachelor,Rent,Debt Consolidation,0
41.2834550926428,37523.11273873473,1.5215818124715361,6993.018587783386,647.5421131224128,0.1408988260655369,4,Bachelor,Own,Debt Consolidation,0
34.87753227153085,14951.978496001755,0.9942022435588305,9809.037766540485,771.293335366721,0.4240152472889773,2,High School,Mortgage,Debt Consolidation,0
26.027456285141685,16876.82438605425,1.5423014513071416,17527.888420200386,398.56871522174015,0.2433651647384903,3,High School,Rent,Personal,1
35.75804558193726,56826.25154320521,1.8958282874674675,3383.72305371476,623.4671200236295,0.2028328950194929,6,Bachelor,Rent,Personal,0
28.228382884878883,20431.555299209394,0.32387657238110346,8803.117661324712,503.93179023290566,0.5051129469138537,5,Bachelor,Rent,Home Improvement,0
44.75119733417751,24343.42067031332,1.0805617200288167,1089.7887740355914,563.8634630040982,0.4388312336719841,3,Master,Own,Business,0
33.52942618497861,21300.694975806862,0.8177002923453791,6520.944240659925,655.0555751583817,0.31089171176038916,8,Master,Own,Debt Consolidation,0
26.745028032074885,14605.589645337082,0.862824519923349,19114.101194626666,616.525056147914,0.04851329236000204,4,Bachelor,Rent,Business,0
31.786141583470066,49600.91724803226,0.1915574436020479,4532.758850729842,781.4017007131083,0.29832596325794836,3,High School,Rent,Personal,0
39.12931454275624,16918.2685106819,0.34833416138330664,9334.477593034468,826.8991996973351,0.45133157936844903,2,Bachelor,Own,Debt Consolidation,0
29.36275447196025,12535.968084772083,0.35307360380326414,5307.496533756246,553.3165787267968,0.2364546947766777,4,High School,Mortgage,Personal,0
26.777796044335687,17581.981203753166,0.9343344894894887,4074.3978252596694,601.2234834632139,0.4006777546685723,2,High School,Mortgage,Business,0
37.436872114919126,10000.0,4.497928371820838,17627.03000460849,546.8911761767915,0.23668655858403406,2,PhD,Mortgage,Home Improvement,0
37.44966571108723,15904.482512605457,0.4614125835625866,3511.48059032308,765.5900179417456,0.3190942596607084,4,Bachelor,Mortgage,Debt Consolidation,0
29.9305682462887,13574.328817981333,1.0763679738508,10243.229554900527,665.9043604723748,0.10245083432918865,2,Master,Rent,Personal,1
30.28961694381677,29992.85049663978,0.7467977836286261,10370.093282607155,653.2331169962348,0.5692746064464079,3,High School,Rent,Debt Consolidation,0
37.32049937357636,15729.494826070644,3.096528647843982,4099.254415874851,681.2466410727335,0.5284295176921833,1,Bachelor,Own,Debt Consolidation,0
20.519156585026757,34334.36297954353,0.10285277979571142,9177.849579423393,618.8829108950687,0.31252883477306936,4,Bachelor,Mortgage,Business,0
20.925362256234447,44322.245977937186,0.4376642067946742,3835.4487834770075,564.3529974163471,0.5530153712492558,3,High School,Own,Medical,0
27.81555778747564,32551.7909667751,0.473069484731814,12300.971228714772,655.1054753790797,0.35299592580763284,3,Master,Own,Debt Consolidation,0
32.86552848288153,19777.61171697368,9.913089919420326,2830.032368730086,623.2991634962564,0.34976630385959184,5,Master,Rent,Home Improvement,0
38.10907565598005,23636.732630144812,1.691548127752809,6175.317625162018,684.7024077274682,0.38833838109510954,3,PhD,Mortgage,Home Improvement,0
49.753562169495524,10275.39549815175,0.2992246046140845,6619.550009822772,486.80214314797763,0.4387398807636249,4,Bachelor,Mortgage,Debt Consolidation,0
43.576596232020194,20601.317596746794,0.635455622334933,19739.249056934135,668.6358582713291,0.12444753043430337,5,High School,Own,Personal,0
33.40061470036573,14325.275391942809,0.36741806367990276,9063.715890306175,581.0753994196624,0.22040268910753666,2,Bachelor,Other,Debt Consolidation,0
34.80983792097311,31168.49819741988,0.26615914854978134,17396.264740815837,665.1304937413555,0.27064388628226316,3,High School,Rent,Debt Consolidation,0
24.97470635362191,79728.00590792885,3.190892787746615,12629.022771947997,740.508960937075,0.3115796321368484,2,Bachelor,Rent,Debt Consolidation,0
34.8148686400761,28280.01973877936,1.3693766303430548,12564.647565977231,594.3752248884797,0.12536023015546535,3,High School,Rent,Medical,0
32.11341361079862,10000.0,1.9950565474198672,6213.337361093636,769.672051577018,0.16022580610065193,6,Bachelor,Own,Personal,0
38.227185603380896,18386.73764492075,0.8046936908691757,18337.890306264235,475.92374149903986,0.4579419169846952,5,Bachelor,Mortgage,Personal,0
26.72769056447677,23417.65403154687,1.6135057940547102,6094.022627141662,804.3828830521386,0.20860951131237532,2,Bachelor,Rent,Medical,0
40.193465142411725,23009.87412645688,0.5956507714468738,2030.7076676802699,773.8494052347914,0.2401293234630821,1,Master,Mortgage,Debt Consolidation,0
50.32738913002578,15284.483419607977,0.7364434903099797,6823.789660640884,561.3410364089539,0.4509988390085832,6,Master,Mortgage,Home Improvement,0
33.91239851543143,24900.567449220907,2.11247356250065,11646.734551735966,562.177458788494,0.5755016513337503,7,Bachelor,Other,Business,0
39.01711722098941,11834.207786789784,0.32586185440665694,2241.0491932437153,500.5044046910783,0.05686971485192804,6,High School,Own,Business,0
41.90143991711113,13732.84432534098,1.920599448794145,3991.4829720491985,742.137879212064,0.18457547556734297,1,High School,Mortgage,Debt Consolidation,1
30.987795281141636,30421.31584521057,3.82426172530044,3027.6113305813883,616.9589187317803,0.2527219329181842,1,Bachelor,Own,Business,0
37.24092481810417,13255.507223373512,0.2566288520796936,15204.910042251107,609.6230099941193,0.4163627481502918,2,Bachelor,Rent,Home Improvement,0
35.12592400781795,28828.097632004734,4.555029602393311,30893.160940728543,537.718503726141,0.16382281641333776,5,Bachelor,Mortgage,Personal,0
35.97676098548832,11106.303540794866,0.16555853793591038,6851.62189778694,831.1973894435428,0.09544844850333457,0,Bachelor,Own,Debt Consolidation,0
27.269902161445337,53231.89053582983,0.8582124203484087,12397.17980263716,552.7239070350128,0.0017012939773057196,2,Bachelor,Rent,Business,0
35.245101742589426,14955.95816365419,1.8858306596886885,12141.874901975401,652.4166138725236,0.3232288374746697,7,Bachelor,Mortgage,Debt Consolidation,0
39.979982912454496,19695.91857048427,1.6393026904342103,28086.31025719089,671.5969709725695,0.36276658499640624,1,High School,Mortgage,Debt Consolidation,0
49.51143607795042,25985.829015346648,0.20271722901237835,4807.621147521625,610.1328817157695,0.0972624614909904,4,Bachelor,Own,Home Improvement,0
44.59270826085207,16602.77325174856,3.208036926286497,6796.049919532054,589.9109284374913,0.27186016025990456,6,Bachelor,Own,Debt Consolidation,0
56.531824575115564,23663.82951533926,7.235224230558884,6169.574059876203,613.0738555626539,0.19151115925815784,6,Bachelor,Rent,Home Improvement,0
27.326524371119504,29368.512096729813,0.3998999507135783,8606.6788562946,706.5333332752996,0.38637677602765624,1,Master,Own,Business,0
43.723206367206785,35607.32365226333,4.510086077931934,60081.271021190594,615.2942844988128,0.5158433125267725,2,Bachelor,Mortgage,Business,1
36.83342005738352,32720.226661052766,1.6275108963595486,8305.297906610273,812.554568729953,0.24340775485719168,5,PhD,Other,Personal,0
56.89802933217672,20213.273430208585,5.495675812784531,4089.718735780532,572.2961314196405,0.4010405105025914,2,High School,Mortgage,Debt Consolidation,0
26.917017146448487,20469.35386078699,0.38737814596231634,3217.636035607187,725.4106752670343,0.5044195794668518,2,High School,Mortgage,Medical,0
26.60278157819224,71293.06089479021,3.1406401127891743,22073.123271630957,474.360128816544,0.4899390621891944,3,High School,Mortgage,Home Improvement,0
29.00607354555978,35416.90523435259,0.12328612832698438,4074.8792641946266,572.3074965164011,0.3365005902866162,3,High School,Own,Debt Consolidation,1
18.0,13892.274480513177,4.294523575682384,13778.567268555624,568.3707833920786,0.33884128520838386,3,Bachelor,Mortgage,Business,0
29.74244978319239,23155.649807139987,2.2426940847589534,4704.369029231277,539.608646683634,0.49266041013784473,3,Master,Rent,Business,0
27.40867338446302,18628.13647870282,0.9248799206408779,2941.4143342632124,678.3472507255605,0.17312781165614816,2,High School,Own,Debt Consolidation,0
36.50393786476208,20585.307724056995,0.4225950455218124,13149.771752638339,638.9812806407854,0.09500902545615014,4,PhD,Rent,Home Improvement,0
38.41755975777159,11911.414501258207,3.391442002840078,4892.232912598509,422.1172282147095,0.2162641930487554,3,Bachelor,Rent,Personal,0
53.761708392158866,17926.554475704233,1.8488540911473512,11388.285420943155,849.5535439252512,0.3926408382897064,3,Master,Mortgage,Business,0
44.5042383818605,54490.2947382867,0.8938741681036751,12081.448251558719,667.6016194343763,0.5327632013026052,1,Bachelor,Mortgage,Debt Consolidation,0
29.23096344337597,29423.18212990651,1.1733834983713856,12544.181305008036,650.1177354515745,0.15661130722686792,3,Bachelor,Own,Debt Consolidation,0
26.01585328651642,10000.0,3.5036471322955616,6538.617645012382,781.0118848596985,0.40592096209016637,4,High School,Rent,Home Improvement,0
39.919191715065054,40471.84176600825,0.827782597977274,14029.91121994574,748.8860889391501,0.4279121442594362,1,Master,Rent,Home Improvement,0
21.797667929793576,37979.9915338147,0.1878142209750194,3873.6904537133546,620.1826706101501,0.2279583490027785,7,Bachelor,Other,Medical,0
53.31458765854354,18404.62641972116,4.844588840096126,1137.658861060163,454.74869402988327,0.0717796035468525,6,Master,Own,Debt Consolidation,0
46.79440120721287,31528.014282715892,0.979902500349793,14264.279276921132,706.4385645285465,0.17226235219831595,3,High School,Mortgage,Debt Consolidation,0
30.308243478952953,14332.721149441648,0.8566104718961428,9250.865594110064,553.7153825251347,0.08601973547072674,2,PhD,Own,Home Improvement,0
18.0,17411.255464775524,0.45731650592528,4973.790004269297,773.9264458589424,0.17286888232885447,2,Bachelor,Rent,Medical,0
48.538723741654124,46596.14914542648,4.5542747258527285,2497.580620344596,572.3836337402307,0.09779022335787393,1,Master,Rent,Personal,0
33.85460154747382,19228.233641833776,0.4905363456110869,1588.8048738752063,604.8133104810026,0.27221819444653195,6,Bachelor,Mortgage,Personal,1
47.378163119734616,10000.0,2.024903320932864,8445.547670309801,515.681890536066,0.2450241613120512,4,Bachelor,Own,Debt Consolidation,0
19.05572341205633,21340.21049353969,4.253318081287569,30303.811406617417,523.7704638997166,0.5379939401358974,4,Bachelor,Rent,Home Improvement,1
29.006249770462272,21177.73776614876,0.0710753262076167,7252.881135124064,639.0924619301094,0.31641955157822177,2,Master,Rent,Medical,0
35.05243699718183,40102.1121784472,3.5297487321977035,6068.894186759841,629.7740471507067,0.17413382216718526,2,PhD,Mortgage,Home Improvement,0
35.46980593764742,22184.923401425225,1.0572984549887725,7946.649926968579,602.4117386479151,0.2657959871668988,4,Master,Other,Personal,0
30.499345285207564,17840.1862174939,2.1457404067058437,46321.62017595058,850.0,0.20971217904258496,3,Bachelor,Rent,Business,0
41.228499323474985,37142.90586218132,0.9317190581271546,14787.291098993412,710.3646366119908,0.11694140322320681,2,Master,Mortgage,Business,0
24.323795706174057,23397.74937701138,2.378275160554015,3839.6626825587673,651.0243322926253,0.33892050926033934,2,Bachelor,Own,Debt Consolidation,0
33.576205149787064,15138.382108348902,0.5868501695327111,8287.330013744277,374.2674249730267,0.19815357080220877,4,Bachelor,Mortgage,Business,0
36.20295631711899,39241.83908814637,0.04434918292882713,10571.84409797753,732.5768228694317,0.17226295985168838,2,Bachelor,Mortgage,Home Improvement,0
40.14438834058749,24265.985674488187,5.90486726477038,3480.491876968688,850.0,0.01544737140142055,6,High School,Mortgage,Debt Consolidation,0
42.1161487808889,22058.713730642103,0.03300639146546335,14873.097125193133,631.2049744477957,0.1360727240945231,3,Bachelor,Mortgage,Debt Consolidation,0
23.753579081621307,24075.600896374865,3.47567117755788,4212.253102601367,568.9487476867818,0.5900099154908501,7,High School,Own,Debt Consolidation,0
19.658858292643778,12895.91423602126,0.3705821468689727,2419.323866556257,666.3324654741101,0.10759677847415897,2,PhD,Rent,Personal,0
47.77676821898509,16918.671472619943,0.995885361456461,8611.956807376462,506.8591267347788,0.28989123566166214,5,PhD,Mortgage,Business,0
38.323140119795916,22065.957183089962,3.457483443454604,7587.635643253155,696.2060544266623,0.6799331184189162,5,PhD,Rent,Debt Consolidation,0
27.515134634434464,19983.61871136155,0.46117273675755965,8096.462187201252,800.0218963937243,0.34312736203459865,3,Master,Rent,Business,0
50.51151975522523,41614.92647585243,4.015471615841075,4395.270282133927,582.9068899465636,0.26288033507165715,3,PhD,Mortgage,Personal,0
36.156746342928585,24555.78940413159,1.377350147115558,4914.326067602315,586.1359217234062,0.4214271766931874,2,High School,Mortgage,Personal,0
46.792971840638266,33774.18260388421,0.9118968172080077,19985.400846159955,642.030417126966,0.0217485025028069,2,High School,Mortgage,Debt Consolidation,0
35.67518481410109,22130.182445845894,2.172010663129123,11531.855081060861,599.8780768102263,0.15900100925746763,3,Bachelor,Rent,Debt Consolidation,0
55.60747924881987,37352.09357518013,0.8352466066043601,3769.1437730224675,498.76827921242074,0.11433948936633485,0,High School,Mortgage,Debt Consolidation,0
52.55340842443204,26869.95100735674,0.853239676696226,1701.8011760266704,611.4762307415448,0.5288309017410198,4,High School,Own,Home Improvement,1
32.51035851520926,22174.765733814747,2.644960136381813,3898.9668170296513,591.2990780691965,0.010704463117212444,2,Bachelor,Rent,Debt Consolidation,0
44.71570950954356,21880.66076375958,0.7416411162116409,9189.706314150455,786.6554863334275,0.18015663753360386,3,PhD,Mortgage,Medical,0
41.45375949585147,13667.563637194873,0.4482196569053283,4887.590033578313,765.5374718786678,0.22012258174470659,7,PhD,Mortgage,Debt Consolidation,0
48.68631557532349,28380.508272021347,3.296837039994422,4592.959359169722,789.7312975246931,0.1987519511662004,3,Bachelor,Own,Debt Consolidation,0
25.350765394198955,21588.10252151032,3.2733205399695846,5057.722938570636,730.1725001696709,0.523445939739308,2,Bachelor,Own,Business,0
41.86051459998439,17137.152044397866,1.3766604164710776,7645.205129170433,670.5782911481076,0.19859037945356933,4,Bachelor,Mortgage,Debt Consolidation,0
45.58424486849588,38300.9847147471,1.4958641423857104,15179.518489187885,562.559197255563,0.39186559390000975,2,High School,Mortgage,Debt Consolidation,0
18.0,11788.644151581917,2.3819593355883284,8100.366907391312,782.6115627652132,0.560296865505369,4,PhD,Mortgage,Home Improvement,0
23.16741487334225,17832.03882419504,1.423739892623789,8514.702185567272,684.7789436744237,0.2774876491738805,0,Master,Rent,Medical,0
18.0,36822.316772655795,1.0792732704732175,6769.020742854773,525.1969652264947,0.3094132985491915,3,High School,Rent,Debt Consolidation,1
32.305931655554424,25790.499598009334,10.554753635329476,5434.455085526547,558.6131807812088,0.3304060621887701,2,High School,Mortgage,Personal,0
42.17542255795962,21505.640664047092,0.31949361629362466,16570.72224628752,523.625481793645,0.17332144935374827,3,Master,Rent,Medical,0
50.02357052096028,24971.782629511028,1.7965479222274214,14675.308318811522,444.7971039383412,0.10566498987115329,4,Bachelor,Rent,Debt Consolidation,0
35.74094780419775,24093.733996422892,4.340712052379612,41615.33192059298,688.852218494913,0.42235729138390765,2,Bachelor,Own,Debt Consolidation,0
51.286155455712915,10318.242527981423,2.324478714169012,13206.328674448638,526.2124628167453,0.33642724841791616,1,Master,Own,Home Improvement,0
21.198985417851084,18497.09658365965,4.255974896047684,5438.55425485607,574.405471916925,0.22171839879517605,5,Bachelor,Other,Debt Consolidation,0
18.0,49427.430742623015,0.819954707049917,3929.5451203719244,653.8839628647768,0.14805994141110093,3,PhD,Mortgage,Debt Consolidation,0
34.44452301103381,15840.701208649272,0.6348891656756316,17367.504967144923,631.2107076112748,0.49714914080410105,4,Master,Own,Home Improvement,1
38.840654489393074,18785.6675357038,3.8112774921298067,4221.773133309968,578.6558158671829,0.027537306988489725,3,High School,Rent,Debt Consolidation,0
34.67305251905907,16800.931635458877,1.0021287608034126,15487.51275055826,801.8929013061758,0.14743315769689258,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,21088.694882952557,2.4735590356446244,4411.935693417871,497.3345508247651,0.3594551627293773,3,High School,Rent,Home Improvement,0
34.10879960487212,16455.88732623696,0.3197473998538576,10714.215681300562,501.6633851649593,0.33363000464677045,2,Bachelor,Rent,Personal,0
21.95530499495147,28095.670004421052,2.819847706135386,3471.0035135046032,695.7843907588536,0.18386626934192035,4,Master,Rent,Home Improvement,0
41.69672548830039,24310.331562339044,1.5924989359816497,15122.035799070514,587.3867035649366,0.02715935388301404,3,Bachelor,Mortgage,Home Improvement,0
38.66598246096848,32427.87941495219,0.6256213759104801,3020.152710836425,583.4752223531482,0.1167022515689929,1,Bachelor,Mortgage,Business,0
25.60120213672645,13023.743803029378,1.364430164423824,10080.577822119218,542.0963968854038,0.5057764559189537,4,Bachelor,Mortgage,Debt Consolidation,0
29.861330826633065,18579.790905400103,2.3876728748884624,6916.9351466352,683.8201186476967,0.2260827700814827,2,Bachelor,Rent,Debt Consolidation,0
24.407864781110483,19675.680981405978,0.023915234081324305,8790.660673332186,672.563187461313,0.3631552912131003,4,Bachelor,Own,Debt Consolidation,0
34.37320902726828,27662.236396579603,2.02927987315831,5903.832130355409,661.9123108673448,0.06260530918136165,4,Bachelor,Rent,Home Improvement,0
44.551423205012384,14814.910241947224,1.5599859931581135,5794.08032726286,591.7043078678993,0.3091323962390554,0,Bachelor,Own,Debt Consolidation,0
25.142739536644562,34815.811016255335,0.4976566166852922,9171.214169643514,574.8970396588695,0.14883277602496217,3,Master,Own,Business,0
40.040465155178445,39863.15709649358,2.7965806434228906,3634.7270492308107,633.690616142815,0.04735823932705518,1,Bachelor,Mortgage,Debt Consolidation,0
29.69742381627559,13434.265194551921,0.7232629420224973,3617.6587833771387,746.6539809236513,0.13636124358184237,2,High School,Mortgage,Business,0
27.071271677376558,17232.691933093785,0.6483074522904544,6082.435073500688,806.8159398136567,0.42764387390109904,2,High School,Own,Debt Consolidation,0
33.929696400454425,16882.523372232856,1.2743593807292566,5895.967302971409,761.135531302983,0.31006230637238674,2,High School,Mortgage,Business,0
24.647576775806257,82141.044402628,2.2549476807408477,3625.265583273919,700.5737341895966,0.5017886902977957,2,High School,Mortgage,Business,0
29.463506946528177,17766.144794669905,5.28581679547158,16972.87489536687,748.2176172838533,0.3582338484285957,4,High School,Rent,Personal,0
23.021221074111516,50960.83732207879,0.30480465215246494,6200.723546389528,531.8064130112755,0.3493878814573424,3,High School,Rent,Business,0
54.64725132916389,11692.279164044981,1.0099128317977937,6759.270422879707,578.6229725414239,0.129800689067364,3,Bachelor,Mortgage,Debt Consolidation,0
35.35263551971729,13429.036128579388,0.1386778466676069,2801.687909123264,702.4398505700865,0.335690112787874,2,Bachelor,Rent,Personal,0
28.002744920074143,15626.097842805502,2.8421919248588186,42502.096524739536,638.1839132951568,0.33921242692961295,7,Bachelor,Rent,Debt Consolidation,1
37.13979910734222,14431.30875224841,1.1874469084798702,56480.68026485072,683.7506379486346,0.30823690800105213,3,Bachelor,Mortgage,Home Improvement,0
33.8767195030917,19265.10356623076,2.4546816795647124,4340.223559947943,747.9465191023909,0.1843727004524768,3,Master,Mortgage,Debt Consolidation,0
32.79030400466777,15453.810691911493,0.7777895863850384,21609.084953309997,732.4028284430826,0.20906775438823552,1,High School,Mortgage,Debt Consolidation,0
41.14166700043425,14622.682582288757,3.7198698821213076,7529.239299212993,540.9036489933802,0.44742929930228453,1,Bachelor,Rent,Debt Consolidation,0
42.57507710047305,39310.06996481625,1.5306964350222585,29231.8946373249,651.1844306098541,0.11246252054885256,1,Bachelor,Mortgage,Debt Consolidation,0
29.694988523894725,40615.16553779793,5.750849629824664,10603.998957747659,557.9177418138614,0.3600189602685689,6,Master,Rent,Home Improvement,0
29.2418175935532,35406.41329319573,0.16418800509412648,8776.296046317739,572.2681961359916,0.6784502507308758,2,Bachelor,Mortgage,Personal,0
32.24948302848356,28623.961988603078,1.4442328303746168,1097.274183367691,478.913099491338,0.30150499517794643,3,Bachelor,Own,Medical,0
18.0,23071.919082141165,2.9087631085520247,4012.2811394233436,663.3600442354549,0.42036559182644795,1,High School,Mortgage,Personal,0
19.84808937801448,17179.715830182984,1.8333448497874103,8237.206394777746,471.52254308679676,0.3440527333191402,4,High School,Other,Home Improvement,0
48.66874267444525,13676.321346877292,0.0469347149192321,9498.916345268592,689.4133238852178,0.06648401597608664,3,Master,Mortgage,Medical,0
51.449677135012834,26409.995944088947,7.175440343340333,3066.0121702607635,785.8447610982771,0.3533438801375228,3,Master,Rent,Debt Consolidation,0
32.50963960443622,12248.81900691518,0.7083951533712628,4523.23523640645,703.0336118980513,0.19300766643742662,3,Master,Own,Personal,0
40.765569630557664,13400.395968792543,0.5734393816894554,12616.460305147664,655.188835783576,0.21623846458016674,2,High School,Rent,Debt Consolidation,0
38.112501545435364,39200.9644229584,1.3297410235155034,2679.6230649684953,803.4448125403096,0.4437321957569677,2,High School,Mortgage,Medical,0
65.78880808455239,56972.53114141157,1.5624627348014595,9018.0533866982,682.7445697369561,0.09523976997598461,2,Bachelor,Mortgage,Business,0
46.195749114345766,26813.146012414785,2.90733255917827,21815.212471140247,563.7256680713131,0.22416607514246137,1,Bachelor,Own,Business,0
33.72082408519233,38300.89626796655,0.9993548518418011,11030.017549206212,662.5106451731154,0.3541280545718434,3,High School,Own,Debt Consolidation,0
25.444595593995743,19478.680548994897,1.1594954828771482,10597.669469220245,845.9691500594149,0.27988769638241845,4,Master,Mortgage,Debt Consolidation,0
18.935536797424277,11284.246386959805,1.5312633496342964,1609.8219159634123,540.7361165357682,0.21679188780549155,1,High School,Own,Debt Consolidation,0
37.03463635867223,29914.11762477214,1.003028550940507,4198.446180789757,511.98761202652724,0.1696585218163636,7,Master,Rent,Home Improvement,0
27.436492547156966,29279.551830860404,4.919602779747953,41913.42527468522,711.4908647341539,0.1356307964186081,2,PhD,Mortgage,Medical,0
20.77746290402326,22830.080759356526,3.8110029114287998,5017.416636398963,627.5946832036913,0.3118281355246752,3,Master,Other,Personal,0
28.534271157574736,19512.5332907682,1.2138424391430096,22283.03638261323,596.7998124500148,0.5828381382091091,5,Bachelor,Mortgage,Home Improvement,0
24.18451996385605,35635.77362124774,0.0003897626508982869,4970.756339583186,524.082057979816,0.2581734801820083,1,Bachelor,Mortgage,Debt Consolidation,0
51.871416350725646,13455.368942843526,4.623947972656983,6488.220615196478,454.98877620132555,0.33091975943217317,6,High School,Rent,Personal,1
43.816397569494505,14959.617911911462,0.26554695626164,12240.060223598099,504.35699611685794,0.059365822032560626,4,High School,Mortgage,Medical,0
34.92027358683383,13305.686066170132,0.5607838609743104,8782.833993015127,811.492552532736,0.004275112333316736,1,Bachelor,Mortgage,Business,0
49.79944138890026,22982.457380831962,0.33060155371202654,10995.154566729403,649.1125756855522,0.11410917397101565,3,Bachelor,Rent,Debt Consolidation,0
35.77368307647618,12785.32737971523,0.39645209871211956,4210.294161048082,453.7635517946562,0.37306987587649015,3,PhD,Own,Debt Consolidation,0
26.387157986717362,15644.565914210514,3.247860216604433,3264.89815551116,768.4085938318764,0.14830824471056286,0,Bachelor,Rent,Medical,0
50.23124077269657,15477.184006738886,1.732628456062861,3989.0273510001334,773.4833967013974,0.15311677381909025,3,PhD,Mortgage,Medical,0
40.38910043684659,19335.456887419088,6.251461571186571,5293.026544313985,772.9233955682836,0.12885691052377388,4,High School,Mortgage,Debt Consolidation,0
24.627538456735437,10470.455171506756,0.5265084527739559,6745.122259036901,607.7468690516,0.4097079968579511,2,Master,Own,Home Improvement,0
33.09661321916392,23008.12045865011,1.329643940405762,18579.61525201967,623.1189388257428,0.3246172903725738,1,Bachelor,Mortgage,Debt Consolidation,0
26.24381746615243,41095.41451707104,7.58212286069994,8689.521598780553,663.7627863708085,0.40154678567295643,1,High School,Own,Home Improvement,0
21.17200269035664,23570.36982158004,3.502504332881446,11940.337847799381,790.1046507994683,0.6612848462761728,2,High School,Mortgage,Debt Consolidation,0
44.26177547531641,47603.452657035516,2.608438609024268,9075.019519720312,594.5098980911366,0.2738549543407005,1,High School,Mortgage,Personal,0
54.094166404701305,42915.96125467274,0.41891329498604624,3319.776024639903,574.5586755419286,0.473814388438965,0,Bachelor,Mortgage,Medical,0
21.01432426180859,32495.845313031212,2.9341881850780926,8215.809959513272,719.5676868357159,0.4007536736839932,1,High School,Own,Debt Consolidation,0
40.62969236690571,22864.54922614252,0.8540878990216302,8996.813050905123,770.9254733849662,0.39788038598192493,4,PhD,Own,Home Improvement,0
28.49357430878173,22275.666963217125,1.5123311427620603,14882.459401272543,644.7209305783442,0.2754838704954215,2,Master,Mortgage,Personal,0
30.12874616235304,32270.213019349623,1.8789202271675447,3446.5518425033943,717.0439907801939,0.826512539028704,3,High School,Own,Personal,0
29.07606075761131,18109.006591797468,1.87995672082223,1583.9409741427842,661.2446764074033,0.46860655032316045,3,Master,Own,Debt Consolidation,0
26.36009230320184,10000.0,2.5930789626552664,9330.193676902616,624.8755393895478,0.41514104370701677,4,High School,Mortgage,Home Improvement,0
35.48521627944827,28169.69481297368,2.167656777946833,10754.504846561866,567.0721801514148,0.2258657717891291,0,Master,Mortgage,Business,0
26.69049883588962,12512.27804784915,0.14164096533960666,7019.815081079656,534.6140098553051,0.2997239491755273,2,Bachelor,Rent,Medical,0
37.704568257798385,13615.026968577164,1.2225705069980906,8286.779732249717,588.5233938229486,0.538180175341298,3,High School,Own,Personal,0
34.49761890550863,22028.93232433225,2.1814168536017156,16366.92653459988,552.3940814131477,0.3484333348136549,4,Master,Own,Business,0
32.6105195313359,21003.357003163932,0.70193390871838,5613.645104558549,678.348253305943,0.36952352524222803,2,PhD,Rent,Personal,0
25.924363379584022,10872.176573707677,0.7510070086149667,6483.96397121962,771.7545767416786,0.29038722057407584,0,Bachelor,Own,Personal,0
29.232286694316674,23926.592638466063,0.2660745671578459,8631.979704060572,670.40093513709,0.377521779751201,2,Bachelor,Own,Debt Consolidation,0
42.55391225825756,35705.85037637779,1.0846841337202113,3053.819119642432,557.9296660313329,0.2809367740383642,3,Bachelor,Mortgage,Personal,0
40.009171876243805,12529.350549053395,8.659693481402394,7175.8910420446255,735.537708102596,0.4749176463713774,3,High School,Mortgage,Debt Consolidation,0
25.22444755201449,41616.0698207177,0.6718389904282931,7700.228988244464,679.6881496099709,0.33833710187570987,5,PhD,Mortgage,Debt Consolidation,1
35.99332305429226,10096.20194881487,1.5161689711965136,30020.440284617034,699.482602071178,0.2374451960758524,7,Bachelor,Mortgage,Debt Consolidation,0
42.51387123371789,63491.547906401036,2.719205566056877,6383.727630966655,598.0632288917637,0.4829295072128553,3,Master,Mortgage,Business,0
18.305947188786284,17932.496355357263,0.02717837412062821,9509.142582971941,763.3376572318492,0.24280276333683434,3,Master,Mortgage,Debt Consolidation,0
40.43360192379935,23690.00476786444,4.61398075602441,16897.045857694706,762.8265698178955,0.36423829491076065,2,Master,Mortgage,Debt Consolidation,0
28.373762410541534,10000.0,0.9773136377393528,4146.468220766922,631.5932855341562,0.26569581637696116,1,Master,Mortgage,Debt Consolidation,0
40.70598668593159,21352.667808783455,4.066887485429491,24357.432291150584,721.8451846602924,0.16915187034045118,4,High School,Other,Business,0
27.36740843457483,24692.160630508857,0.07945281249988417,33226.27261046057,760.1489152071669,0.28150808187824783,3,Bachelor,Mortgage,Medical,0
18.0,21097.692387252464,0.3148603908111822,7917.913236733616,603.4627773911479,0.17733975138561103,2,Bachelor,Own,Debt Consolidation,0
18.724575621168373,16621.6187515562,0.7787784048339734,5263.014028433182,641.8761352365195,0.43219323269636223,3,PhD,Mortgage,Debt Consolidation,0
35.48084946661382,13721.479637119486,0.8476505780346708,29783.07444559879,657.9791357202406,0.14101899162608186,2,Master,Own,Business,0
37.59722501721482,38764.62216386743,3.7650437556459027,15313.723991243072,540.2179841754203,0.32408729687463145,2,Bachelor,Mortgage,Debt Consolidation,0
25.956833748955916,22368.378524909698,0.02252864060285895,8652.255901030383,694.1662511554407,0.35880798385193596,1,PhD,Rent,Medical,0
41.38592458777374,47589.916914748814,2.049488588087313,25373.866761273282,752.2522815599407,0.5639700452889435,3,Master,Rent,Home Improvement,0
18.3847993773104,16928.58382199207,0.28154350733667627,23313.637082172238,635.6113983782152,0.15189679024633054,1,High School,Mortgage,Home Improvement,0
34.33920201352684,17722.718973202936,3.465649309636457,6191.882486638527,683.9850054352268,0.043608018643062324,2,PhD,Own,Medical,0
22.889838002375434,33116.83764800198,3.0153270320660566,9887.077521721916,789.8580795918176,0.44820139866639847,3,Bachelor,Rent,Business,0
28.48163892197841,10000.0,1.3859784957087455,12854.304185919324,609.4848125197052,0.4267241443928318,2,High School,Mortgage,Home Improvement,0
35.47398671316414,12007.278900548226,0.47825936646190564,8291.482183709322,686.0264997627004,0.07648411981415179,2,High School,Rent,Business,0
26.395866347160478,38129.45980944271,2.0129527793089115,2663.2528411173816,593.0187798330326,0.35213534984323075,1,Bachelor,Rent,Debt Consolidation,0
31.154444557701748,12259.213250756675,0.33981778961720915,3825.3008510673626,590.2893700930586,0.056190215407837966,5,Bachelor,Own,Business,0
45.0629280921444,10000.0,0.421500810636483,2733.641197933344,684.1893261472787,0.45847328192598524,6,Bachelor,Mortgage,Business,0
29.231081304768512,56064.8084341591,1.9706916868032287,12020.147057546237,674.1369567313287,0.26220714051600086,6,Master,Own,Debt Consolidation,0
43.35692112065142,10971.882863612567,9.472482606831875,3141.696269640671,705.5069839527698,0.575823087654585,3,PhD,Rent,Business,0
23.70293145342382,24150.483972862723,4.433931385005367,9451.554049537646,657.615874962445,0.27028062467780917,0,High School,Rent,Debt Consolidation,0
40.298041779152825,22800.610624543602,1.7984118128553495,35084.792765226164,696.5142817299154,0.06099175977718277,3,Master,Mortgage,Debt Consolidation,0
49.415686206579004,10000.0,1.546705801030693,25392.67810656672,816.5518972071369,0.33410453611674623,3,Master,Mortgage,Home Improvement,0
18.0,19270.70774243461,12.856692053365405,1863.229744143635,755.9910405305577,0.021008497824792485,8,Bachelor,Mortgage,Business,0
27.031047445295233,27562.36749498761,1.5854804872475994,2913.2915080772555,683.8381698744488,0.21406355771813418,3,Bachelor,Mortgage,Business,0
40.7707212718054,26295.541807114612,1.089856191109684,4353.724047268687,700.4906998336671,0.37425031329950886,4,Bachelor,Rent,Debt Consolidation,0
32.96954613957007,34605.23817408502,4.8060385432313675,3180.459774898582,620.1097986495797,0.06990164998423315,2,Master,Own,Debt Consolidation,1
38.71145873371309,18146.887593697305,0.5336274666376325,2158.0244984553988,634.0810908862071,0.32569974652292105,1,Bachelor,Mortgage,Home Improvement,0
28.960148132841795,31453.08095885642,0.2052307746051648,8033.115612137428,699.2460930671466,0.18058983649675076,5,High School,Own,Business,0
35.865897874729,15604.825400612377,2.0107359427335183,14243.848945112202,658.7650224715859,0.5281448620699408,1,Master,Own,Debt Consolidation,0
33.44322764607921,10880.92235174839,0.20151919619075154,17382.639043262883,729.3018676231519,0.44803901181778555,2,High School,Rent,Debt Consolidation,0
46.67782061659807,11511.89136858573,0.9340913349122087,5543.709072568856,776.7073003446026,0.1410917832187241,2,High School,Own,Business,0
37.54420843301213,10603.556815011289,1.1018283634586297,6519.005024996988,639.8234039006236,0.13670046714768963,3,Bachelor,Own,Home Improvement,0
38.37602662075202,36489.98009526157,1.5861032909132127,10770.237222087222,449.0783460882996,0.3462890653480689,2,Bachelor,Own,Personal,0
30.881230338775325,10329.025755022672,9.573275194847108,7429.482985218398,850.0,0.4995433956149023,3,Bachelor,Own,Home Improvement,0
30.123937759275066,25261.06155915904,0.49944154336675267,15498.296922094742,584.7505566928749,0.7178216968552501,4,Master,Rent,Debt Consolidation,0
30.67441812180379,19284.132817816997,0.942429135493927,11433.373873509187,669.5161703098679,0.2630569054795349,1,Master,Rent,Debt Consolidation,1
38.944521423782966,20924.49399603152,0.2836804872401557,5996.6512127507185,722.7492286726974,0.17028606812787042,1,Bachelor,Rent,Debt Consolidation,0
30.79015519179737,43556.03929336179,1.8710160437967476,1834.8003448584504,790.8973538843082,0.20502153171191292,2,Master,Mortgage,Debt Consolidation,0
37.89774856896413,17690.55776102249,2.6015047966388396,26882.3518273188,830.6034208570127,0.16657779092240813,3,Bachelor,Own,Business,0
55.75400798645439,29905.5924626811,1.3158567102529124,4680.378063483433,613.612686223254,0.14869892586720457,4,Bachelor,Own,Debt Consolidation,0
43.711247034316926,22444.069101135585,0.5642783078017408,10786.459932256214,768.9689766942927,0.39085487868693514,2,Bachelor,Own,Home Improvement,0
31.73976467832159,20414.2924983828,1.9398486261523116,1748.872659956574,669.7979913374865,0.3021879136155898,6,Bachelor,Rent,Debt Consolidation,0
47.012139221639444,69562.75419403618,1.5493988552950526,8030.055618787521,850.0,0.26391677743321246,2,PhD,Own,Debt Consolidation,0
30.919246269784487,10714.241610939138,0.3755183640047007,8779.805806639619,760.044472426004,0.21337427097078265,2,PhD,Own,Business,0
18.0,41963.9383493626,1.040681163839055,9125.989929927984,632.2525911587684,0.487639461724612,1,High School,Rent,Personal,0
24.91913689082596,30583.113302219397,1.1425568868904978,90312.81328426584,570.6927182805105,0.0614768049821523,4,Master,Own,Debt Consolidation,0
18.0,17330.747285268666,8.104611850691866,4890.771304269957,387.34102754860487,0.23282390587977103,3,PhD,Own,Debt Consolidation,0
31.484865159586914,49744.702709712794,3.7847403284042826,15623.498618399071,717.4675929880138,0.3015396399579463,3,Master,Mortgage,Home Improvement,0
35.184183791895514,10000.0,2.6513077670359664,12315.15580067194,750.8448757990755,0.5054823405656163,4,Master,Mortgage,Personal,0
51.76437312275283,16968.54595598074,4.3924366266324935,4708.331160529338,724.5460444399957,0.12613145382331273,3,Master,Rent,Home Improvement,0
38.269273737641626,12037.221235902802,2.659710144504738,15437.20096577626,414.658555263079,0.2189177983572669,3,High School,Own,Debt Consolidation,0
32.80899471191136,27066.219933776872,4.674391484296412,7104.92333692474,524.1989010310534,0.18824722368161528,3,High School,Own,Home Improvement,0
43.294055811834895,12625.4254098606,0.1121951379205397,16320.782490024572,698.0823477896787,0.28400657198978124,3,Bachelor,Own,Personal,0
18.0,27351.645576489565,1.2178554954889669,38900.80014741856,828.5523735480791,0.2738939030567115,3,High School,Rent,Debt Consolidation,0
37.356145581085656,20065.99343046622,2.7479280679613547,9142.042543452722,644.4446197277297,0.42801856484133,3,Bachelor,Own,Medical,0
42.708651938869664,17332.229577936803,1.7507573065512496,6471.089829026363,759.1518256591683,0.3103507345578354,4,High School,Rent,Debt Consolidation,0
20.214137542201584,26750.906056368753,0.3851466480505132,18793.097874043448,546.5593176561503,0.2679185071086833,2,High School,Rent,Business,0
46.43754043206929,19258.14155126379,0.8325226153963483,24768.36548817204,670.7128032652324,0.24803884761470535,4,High School,Rent,Debt Consolidation,0
38.38496407494414,12780.585983321556,0.7647896948874295,3997.3781731599756,622.5339869043496,0.2067686456167184,1,Master,Rent,Business,0
30.847120860991986,89383.06331335267,0.6058538084537766,5639.97170913969,768.7589473830907,0.5854148085347316,3,High School,Mortgage,Business,0
41.32781866106285,17264.65122741081,0.8405552074477829,13909.656880079263,596.0163669063617,0.46645402385892143,3,Bachelor,Rent,Business,0
57.70692857804396,10000.0,1.4466078715392952,7290.842529674877,817.701268386494,0.24790672920407897,4,Master,Own,Home Improvement,0
36.81866255058495,14457.240708608659,3.8602373338286777,3776.4299686935533,619.2287516380012,0.28069302027462284,5,Bachelor,Mortgage,Medical,0
37.48220586300336,11688.510804615264,2.7098446010003774,12488.404619266457,543.0137003847833,0.05763268390311376,2,High School,Mortgage,Home Improvement,0
30.40639100459756,33292.01335523072,3.6066486180761217,13865.954146087128,546.3692682262082,0.27766819766818607,1,Bachelor,Own,Personal,0
26.501556305352082,25869.665105076296,4.301509827976447,6201.158418552237,587.7572867652142,0.1301033698106648,3,Master,Mortgage,Business,0
43.303358165442454,26885.87677854426,1.0762239193008396,8510.696067301848,687.0567327922716,0.16681018246968066,4,Bachelor,Mortgage,Home Improvement,0
26.439161740911327,18306.084448274352,0.849376235951816,5108.910979067954,589.0020024958877,0.0694140904592008,1,Master,Rent,Business,0
35.715662372193925,19155.11146972055,0.11870055435601665,3373.850859555366,567.9522624349028,0.09089767603945398,3,High School,Mortgage,Personal,0
30.223425532348834,18297.769537348784,5.332615970272537,5444.429825809008,738.9808051534407,0.347853337190768,1,Bachelor,Mortgage,Medical,0
39.78979825746392,21150.173926848493,0.13617874083001508,8596.804815637866,328.8781389561534,0.06612849631022678,2,High School,Own,Personal,0
38.33662105286948,33445.30569304183,2.702901159162739,2489.727691971843,607.011836356435,0.4188770407827192,2,PhD,Rent,Business,0
45.375399442578995,26056.895281212815,0.9499786486782869,5772.0908237378035,516.5761852264857,0.20898211276006795,5,High School,Rent,Debt Consolidation,0
29.89983601145253,28284.13751958329,5.9432806387113235,8692.919341462035,563.1445561656178,0.253622717382684,3,Master,Own,Home Improvement,0
32.30125064706629,28276.305010156346,1.0880824798919944,21072.579574720174,674.3749923589086,0.48945660458678664,4,High School,Own,Debt Consolidation,0
25.212362842176926,34276.70399862976,3.3922625129636788,6310.221867439909,629.4767354964955,0.3866133607586965,3,Master,Mortgage,Debt Consolidation,0
30.557067399238882,25439.923764475032,0.6643962971831411,2990.745959085585,620.4434035529566,0.13363267158315703,2,High School,Mortgage,Medical,0
38.77300493044852,26355.283240028733,0.7107479161583301,6851.836447437739,768.9508878964265,0.07272295223887676,1,High School,Mortgage,Debt Consolidation,0
42.56988616645352,39910.835027857516,1.8103030570024807,5149.961699953671,648.638184025358,0.07771507147060759,0,High School,Own,Home Improvement,0
25.778346758223748,15795.447443342371,12.411924867714298,12603.663996569363,830.6056873606913,0.40380010682312156,1,Bachelor,Rent,Debt Consolidation,0
43.6960592010566,14358.949854580762,1.4578489170872868,6183.722645427969,721.2191778000765,0.27289715248097995,2,Bachelor,Mortgage,Home Improvement,0
48.55637858804951,12173.773460435606,5.507412609536484,1000.0,553.3290278467691,0.20578884550592244,1,PhD,Own,Personal,0
39.13434903223701,24135.939683516983,3.085894735301733,155328.8250846409,843.4091970284854,0.3742228984843224,4,Bachelor,Rent,Medical,0
53.76795812558066,10000.0,3.1779407593087807,9080.555365014194,677.8105344491012,0.21804770853912192,1,High School,Mortgage,Home Improvement,0
27.26210800896427,27752.384628186133,1.1452601774784676,8702.391990124728,837.1747859239879,0.1408645306934655,1,Bachelor,Mortgage,Home Improvement,0
22.55345296688583,20856.135504716643,0.9772877692799392,2361.0743380033814,623.3904456967241,0.21067512534850094,2,Bachelor,Rent,Debt Consolidation,0
18.0,38844.4251963756,0.4261929059566662,2510.769571265225,677.2231747407927,0.12770327976394089,2,Bachelor,Own,Home Improvement,0
49.96044311489183,15741.272202221553,6.645212394511108,7528.422728613936,693.2114165325074,0.22116394542717563,3,PhD,Rent,Home Improvement,0
41.54365656354058,19897.330525978938,6.407659791558809,10603.475098453777,633.1886225782281,0.30875015336480954,2,High School,Mortgage,Business,0
34.44415329089545,38603.63286302311,2.749267101290816,14209.859183153867,777.1919995586886,0.38143115875047007,1,High School,Rent,Business,0
37.799686263198204,43983.411189431674,0.7026711613497134,9798.162292046421,843.258200850431,0.23855612048871289,2,PhD,Mortgage,Personal,0
23.745109527016233,15676.590334859697,0.5625507195805913,3137.702858562597,420.65737213834984,0.33101225904841647,5,Bachelor,Rent,Debt Consolidation,0
59.45751979616826,24122.266553200465,8.95008156486208,1092.7215659140377,731.4818374991511,0.1025260960716514,2,Bachelor,Other,Home Improvement,0
36.292211819752275,25519.789496169964,0.1377203643843681,7478.7587934685225,560.5496190148815,0.130827547726528,1,Bachelor,Mortgage,Debt Consolidation,0
36.09394794604893,26551.106524587667,3.7102203316259863,5286.016747916509,390.7191546130226,0.034744540453562144,3,Bachelor,Other,Personal,0
42.25766623898692,19316.446655768643,0.8784305853574935,2951.127621018619,701.7018256464193,0.243113800599977,3,Bachelor,Mortgage,Medical,0
39.810092317367136,41801.675400522174,1.0855606254367216,15716.188571225548,701.9273497499879,0.07688040759832156,5,Master,Own,Home Improvement,0
37.23884024279131,10000.0,3.5673165305333026,2297.4121140951042,718.0127175061884,0.24327744985074445,2,Bachelor,Rent,Personal,0
27.095255445546883,17844.21923899947,0.1899471081500352,13274.166694072272,687.1027877903525,0.4033980845151664,2,Bachelor,Rent,Medical,0
39.714683571359956,27555.7186456762,0.8744369398977115,2622.516468605772,737.5025223283675,0.4709670552997801,0,PhD,Rent,Home Improvement,0
53.82024496475034,27684.069155076013,6.074120340774699,9020.643468348926,589.6951198655755,0.10984878080042172,3,Bachelor,Mortgage,Home Improvement,0
48.454200461549775,43320.42515290339,2.40172803503846,17105.912750627678,676.3334389154918,0.3490066111098302,2,Bachelor,Other,Business,0
50.93186626639397,40099.2414477446,2.8124975846914735,6183.584184820139,719.816626842857,0.28505185410555794,3,High School,Rent,Medical,0
29.88784323568815,19095.904889319027,2.833550856907472,31317.610923246004,785.2956122559376,0.20365333327747254,2,High School,Mortgage,Business,0
25.10395179741419,42189.878351508814,0.124964118294583,37583.07370021956,654.3845472752133,0.2457307165103347,4,Bachelor,Rent,Home Improvement,0
33.74213079900352,15413.193279685518,0.45432220490294517,9796.103661268624,628.620443470249,0.4167988729868367,3,Bachelor,Mortgage,Debt Consolidation,0
35.557249122886944,35082.00820891508,1.351649197488173,12495.305546509331,644.4761105482335,0.4593897069821304,7,Bachelor,Mortgage,Business,0
45.94191518470949,54462.14974106839,0.9182072454112463,18931.208697314167,530.6406894553911,0.7658432638764933,3,High School,Mortgage,Business,0
18.075353702851807,40435.85027197759,1.0583603966452653,12525.741151669967,726.9624285721292,0.42972400604293354,5,Bachelor,Mortgage,Home Improvement,0
50.29550319460614,23222.692201825597,3.0414569267058957,11496.461531358756,504.26830932016276,0.28885559827597485,4,High School,Own,Debt Consolidation,0
33.419921014210104,18659.4987937685,0.0295760822899392,5328.070679366641,689.0964103037362,0.3657734001772016,3,High School,Mortgage,Debt Consolidation,0
30.7311893005258,10256.88382539306,2.160515102359925,2100.8873033085633,658.4574222259454,0.2688456099935444,3,High School,Rent,Personal,0
24.878956247398325,25726.318652401675,0.00022047575558807752,2664.9049486083804,494.90274345827737,0.6407646073328555,2,High School,Mortgage,Home Improvement,0
18.451433281342307,12611.840652795663,0.13026891857620437,54496.61600156793,500.6053898268204,0.2975768423734264,1,High School,Mortgage,Business,1
43.231705839619146,14815.551249521626,1.0494641429336828,10487.791718783432,564.6308527020237,0.03063461374389022,4,Master,Own,Home Improvement,0
35.73317967188404,12144.444478488404,3.6770547087064305,6657.1930776763675,615.6058022504731,0.38774796680035556,2,High School,Own,Medical,0
22.10039100258946,17497.33449381958,0.31329771500290826,22262.564109333656,798.0479281651415,0.1782070767192012,0,Master,Own,Business,0
22.04921227936384,21720.575993988874,1.6176611850180829,4448.995510536363,638.9264833671201,0.18327783779904416,2,Bachelor,Own,Debt Consolidation,0
31.642153007098717,25255.70350501434,2.269547986125147,12919.416501970412,704.6486935671916,0.07055072235493298,2,High School,Mortgage,Home Improvement,0
51.69021525289393,16313.47418268168,0.5215166082723884,8619.25236112469,776.6605377278106,0.5242333739271342,4,Master,Rent,Personal,0
32.40408648636395,37595.583155059285,1.43623370966201,11707.933885943165,757.3167291152597,0.40378923847711645,2,Bachelor,Rent,Personal,0
19.96857046881894,19848.771023106663,4.847411254425153,6191.125065937048,649.2940287129353,0.13248526717343795,3,Bachelor,Own,Personal,0
32.54256935914056,14855.698134119208,1.4358165449886315,3745.253388592138,579.447472445328,0.2678284930299198,3,Bachelor,Other,Business,0
32.27276430252329,24665.138616551958,0.34234324624701906,4195.228728487759,699.8854559694353,0.43553568406047954,1,Master,Own,Debt Consolidation,0
18.0,58792.90226206698,1.9767246936324923,4328.137709046826,581.442818146318,0.2370634470784156,3,Master,Own,Debt Consolidation,0
34.45705133482188,26044.978983992412,1.7939577245111946,8083.851834723912,831.4804652522481,0.2666600746636819,2,High School,Other,Debt Consolidation,0
32.69065469791322,18371.80049710114,0.054649404588838275,2333.4236730023067,736.7798499435239,0.336531754909667,2,Bachelor,Own,Home Improvement,0
41.96206364813418,10262.680295030612,0.1899281720480207,2987.0964510888707,670.8696304083672,0.21793157871811022,2,PhD,Rent,Business,0
53.48956094945345,19737.858849764074,0.3410579788301768,9031.009534687044,701.2671766061885,0.3018715452180656,1,Bachelor,Own,Debt Consolidation,0
46.26565029547757,24771.87119797666,0.2930342933481043,7316.2996326092225,667.8286489513598,0.40565974891184253,3,Master,Own,Home Improvement,0
32.31111309445169,18146.074845919713,0.6007668431536519,9435.035566268596,613.1670370086376,0.22048153353380145,3,High School,Rent,Debt Consolidation,0
23.934740912583298,10000.0,1.2106584430872287,7816.28903172994,699.8609928239584,0.19402051163467743,5,Bachelor,Own,Personal,0
60.733598032498605,14396.16751354121,0.9295269191731121,60788.75897070269,625.7108099682813,0.296985464697644,0,Bachelor,Own,Business,0
35.59218434014488,45582.047848024944,4.426401077521206,8967.755916249924,843.6688432437556,0.3818370865322901,4,High School,Own,Debt Consolidation,0
35.13929291912946,45116.37320585188,1.8940639242591406,5983.352331415318,580.7296599731505,0.47843321590543075,2,Bachelor,Other,Debt Consolidation,0
34.758749128899964,14138.833158039437,4.1772770081559765,8785.917444965959,700.8797425263241,0.5878770636661664,6,Bachelor,Mortgage,Personal,0
36.98084760767855,30834.158406364128,1.4974860666142928,18323.946475704062,571.7273506965823,0.4716850803181173,1,Master,Own,Debt Consolidation,0
33.556395880760576,12218.587142830023,0.18833669939755945,7787.6723034766965,570.6835866466621,0.3905728347309941,3,Bachelor,Own,Debt Consolidation,0
29.263379931197637,44451.684689388356,1.2445852293851312,14013.587685856535,471.3910135817505,0.2956353175145763,1,High School,Own,Debt Consolidation,0
29.531410587596078,24899.871553539837,3.452309185675395,11123.73921386884,691.1475104773099,0.379290994101784,2,Bachelor,Mortgage,Debt Consolidation,0
34.672467297840015,35412.5214305712,0.43160057629431664,6423.173174559448,596.7534088954741,0.3985858377208709,2,High School,Mortgage,Debt Consolidation,0
29.565752288662352,10000.0,0.1912918855886481,8854.673158140875,758.3389518816319,0.2669655823671291,4,Bachelor,Own,Debt Consolidation,0
27.871542173228356,30909.49047869899,0.7992684963361846,29118.753371618153,691.3295392616855,0.23684528699841367,5,High School,Rent,Debt Consolidation,0
36.064302276918966,21942.111482764805,0.9849822343228687,9842.476508071855,664.8224658029301,0.4877405971067236,3,PhD,Mortgage,Personal,0
32.450227825791444,33723.98335224778,0.7313093581446065,3681.8962385418467,508.95012260157534,0.3649666246839967,1,Master,Mortgage,Business,1
50.039929885826886,34802.13098360817,0.29060835136966634,6275.394674104302,708.4905304867934,0.34355131244261533,5,PhD,Mortgage,Debt Consolidation,0
18.0,22763.014909541944,0.5776050257461408,1493.0886908273358,583.785384808055,0.40690854446345004,4,Bachelor,Own,Debt Consolidation,0
45.91506851922462,16310.839739307943,2.2931847111032377,9044.561939305217,506.7161303848622,0.10054612496305683,7,Bachelor,Rent,Home Improvement,0
47.46085192497629,32527.72530940871,0.9752878692726403,23147.680845273415,693.0513479528818,0.19806347333988614,2,PhD,Mortgage,Debt Consolidation,1
18.0,21373.83416432135,2.0023330251214695,2770.7557211534513,524.1707379475889,0.14422139309011814,3,Master,Own,Medical,0
31.573124059196513,14237.11438937912,1.5370512785299735,9134.248392108258,440.88752996309756,0.4525137408822549,6,Bachelor,Mortgage,Business,0
31.285591340042085,13903.889279635092,1.5928106592916853,17824.789655776607,779.7134454803173,0.40671149045164673,5,Bachelor,Own,Debt Consolidation,0
20.924883052821787,10524.043671361096,0.5715000346731632,19397.721826987123,593.9267997144001,0.38977583688897954,5,High School,Mortgage,Personal,0
27.221833124091248,17066.187063532205,1.4743780095463768,22557.907255698734,475.5511941537209,0.185682561181421,1,Bachelor,Rent,Home Improvement,0
23.894241545341714,38228.86062331437,0.04775505314606403,1817.8266804807197,553.7408189323593,0.2977531673746148,2,High School,Mortgage,Personal,0
52.52270443423623,24074.654843686596,1.1303656082469014,12136.16071399901,577.8948402928323,0.3897202905766693,5,High School,Mortgage,Personal,0
44.35678393147461,16900.798478413963,1.700176675185835,2429.7602087150494,764.4227290293977,0.29817946139326496,2,Bachelor,Rent,Business,0
47.71555094994159,32939.504762628836,0.40177517905175897,3645.811636111356,483.7032239917362,0.0373248255523444,2,High School,Mortgage,Business,0
42.21672064043235,14526.962567825025,0.5929304129856695,15629.22452539818,516.1093718250676,0.4889048351519077,2,Bachelor,Own,Personal,0
23.709482287827708,23102.015347074095,0.49572056666842945,9195.20744561223,748.0402994885734,0.1946774599734248,1,Master,Mortgage,Home Improvement,0
29.754797337202262,20134.394758077953,0.1463416495525925,14487.896553560988,605.0267204421488,0.44431576855657967,5,PhD,Mortgage,Home Improvement,0
39.89374561227918,32518.528475080722,0.8549838167772453,3853.382897538902,672.7952738011347,0.1479323471194818,2,Bachelor,Other,Business,0
22.778721911080545,10010.459892296309,7.7232079991731855,26341.014447556514,600.9074669932145,0.288675894103825,1,PhD,Mortgage,Debt Consolidation,0
42.12998430172388,14398.814086847233,0.8735413260411095,14054.06767468001,850.0,0.1906096453192185,6,Master,Mortgage,Home Improvement,0
32.59674601841865,10000.0,1.2343607553148708,16505.32764644114,521.0304844079603,0.19618408595888648,5,High School,Rent,Debt Consolidation,0
31.251791924504026,19345.23933706127,2.117363948661709,3414.773958737991,678.2115667278242,0.1456710992985199,4,Bachelor,Rent,Personal,0
42.10959968203491,40364.81432090629,2.0910783398799095,20684.10877028495,800.2956587257415,0.17067320157673113,2,PhD,Mortgage,Home Improvement,0
39.4426331148604,17107.57103641665,5.9872681533637335,6292.2295017992865,612.5013989726734,0.11060964408661687,2,High School,Mortgage,Personal,0
31.3903383418092,17062.835775812382,3.8977269773330203,4969.224068597956,574.6225944590811,0.5617379372703534,2,High School,Other,Personal,0
46.59329803364248,34059.42976800922,3.1592795117107864,13364.681963073906,726.7103030817142,0.37423721621432277,2,High School,Mortgage,Debt Consolidation,0
24.189366724001026,37581.78532766484,6.057636279223751,12920.486350173023,750.4064810276377,0.3186330943377934,5,Bachelor,Rent,Personal,0
41.15935606944264,21072.295903162514,0.5247185312162169,4115.620624526986,570.0096315008698,0.21424891636231339,4,Master,Rent,Home Improvement,1
40.93101257968384,31019.069112900706,1.9197236002632037,41983.87135493422,796.2196593905437,0.32710792924403154,4,Bachelor,Rent,Home Improvement,0
31.904535606860097,12855.444917462855,4.364220553036613,34595.55418793318,655.1221092147888,0.1382765434316976,2,Bachelor,Mortgage,Debt Consolidation,0
38.26133022242118,43870.051450873565,1.9570672906893474,13148.041782639426,700.8761296128267,0.22451177965706828,6,Master,Own,Personal,0
22.48886423614697,64495.65569621945,7.581423478772567,11433.726574725952,798.8281190539512,0.03607882392940362,3,Bachelor,Mortgage,Debt Consolidation,0
44.24027019206901,28584.157094983344,0.21150499362564681,10549.449748547557,726.8780225788399,0.46552548872080574,4,Bachelor,Rent,Home Improvement,0
33.15097863557011,10000.0,1.1572473572085902,2344.91093461592,649.9750824581826,0.11653529872228796,3,High School,Own,Debt Consolidation,0
29.772769794809605,16661.981876190162,7.576330950181222,8868.366607159032,582.8407893482406,0.435651292846768,2,Bachelor,Rent,Personal,0
45.49009225836889,29923.896697813216,0.9546786308646598,8774.747434411509,850.0,0.4357324417886038,4,Bachelor,Rent,Debt Consolidation,0
27.95656309457241,17841.07213206021,2.6907377046775007,5111.205937792654,571.0983821946721,0.12455558017365108,3,Master,Rent,Debt Consolidation,0
20.915387036364404,41610.14460116207,0.06174931141624764,6326.6152874011195,681.8129093980272,0.15318947615612846,4,Bachelor,Own,Debt Consolidation,0
19.433708264760963,29557.081305627733,2.3738191890729365,1205.881464395941,700.998938736763,0.2231189611911167,3,High School,Mortgage,Personal,1
41.06009951345639,15471.613698751142,5.455283716652182,3368.361340233318,705.7309468618276,0.22597762939127447,4,High School,Own,Home Improvement,0
22.19570647503717,22384.687389178747,0.9648206627544005,16940.4754277678,850.0,0.4248944922033695,3,Bachelor,Own,Debt Consolidation,0
52.54794181984364,14088.066770296386,0.043059905900037554,32369.03455944058,654.7570395088932,0.18394246970866437,3,Bachelor,Mortgage,Personal,0
18.0,20104.673124758912,0.05661336998994505,3809.660862773048,640.4934064136365,0.4263907272651533,6,Bachelor,Mortgage,Business,0
51.96456368290038,16692.30944037071,4.451679737531811,9379.473627746524,805.2278057607541,0.08794630972263909,5,Master,Rent,Home Improvement,0
37.11017467202618,39631.55407859727,2.5639847821407495,19510.457122717726,636.4115853933308,0.16645104785235718,4,Bachelor,Other,Medical,0
34.032868881296075,63449.90833213581,0.22563513256871487,5344.525148979082,737.6024338019101,0.17891383299788097,2,Bachelor,Rent,Debt Consolidation,0
29.550809131910505,10768.772970908489,0.11227375238878606,13918.83923035818,669.438983859664,0.3303191515750638,8,PhD,Rent,Home Improvement,0
38.991361143520706,10000.0,3.267721100000681,7886.977365429949,742.097491615716,0.2113722002152807,2,High School,Mortgage,Debt Consolidation,0
34.62365297575152,19485.26443860406,3.3199959283180522,21000.921374941176,722.5448277086701,0.38023259932955644,1,Master,Other,Home Improvement,0
46.03301882016521,10309.201764457332,0.2568530943349539,2904.5664290926784,609.6887900598219,0.04633770291519602,7,High School,Mortgage,Medical,0
36.142276486620396,22541.330220258285,0.7176986234382486,3348.7375297037083,465.598737834163,0.5923903269577923,4,Bachelor,Rent,Debt Consolidation,0
36.50301761461878,32031.275277408244,3.028492429968788,10133.796806402912,482.60912854558217,0.4326186862625113,4,Bachelor,Mortgage,Business,0
31.36387787786144,46493.64653728317,1.490616738513476,8751.364236315883,465.96214089041854,0.20318565317934928,2,Bachelor,Other,Home Improvement,0
34.43054376278933,24359.989221525946,6.27389413497788,7746.06989038682,640.880335273875,0.25529687013238267,3,High School,Rent,Debt Consolidation,0
38.07801768892059,19998.69674324544,1.3119442140875233,12844.453053813733,414.7374429945698,0.6954082876373157,4,Bachelor,Mortgage,Debt Consolidation,0
18.0,10000.0,2.2599454799650878,3848.660129331025,634.0009679625617,0.07998976461658534,4,PhD,Own,Debt Consolidation,0
21.51814577894287,22316.74504609971,1.4258157496963155,2709.3160737231,663.3767347070992,0.5320708620804485,3,Bachelor,Mortgage,Home Improvement,0
42.43264094022715,22825.728695455557,5.728197710864803,5431.189846867632,735.6226444597252,0.3198297220891817,4,High School,Mortgage,Debt Consolidation,0
36.708654381279416,30317.4401101246,1.017186541534229,5939.481702281374,700.4379672660189,0.3006731568984652,3,High School,Rent,Personal,0
33.16016663647321,15456.052438945399,0.522200910286421,6457.530545233324,740.1885068207812,0.24613410785612194,1,Master,Rent,Business,0
35.184339330653934,17720.433715119252,0.7909321121738621,22364.643353022933,691.3905124235392,0.08519426371354072,4,Bachelor,Rent,Debt Consolidation,0
38.47581705361671,10519.63586761337,3.831589273817976,15007.926854088213,617.6458459941585,0.47292911870859994,3,Bachelor,Own,Debt Consolidation,0
29.602403196906387,10000.0,1.3780655666733699,12414.145844882863,639.4017056085924,0.38925873617952567,7,PhD,Mortgage,Home Improvement,0
27.216952745976872,12654.288576429008,0.8746928283719486,9677.894784745029,564.8356037735747,0.2181665636306064,5,High School,Mortgage,Debt Consolidation,0
36.958452550976816,10045.068463180975,1.571665710746555,5725.2943126690825,672.8086528338958,0.18008287438700704,3,Master,Own,Personal,0
25.21627222384968,26065.194198217043,0.285962564523399,4092.2240329096335,491.5804449623463,0.28611638672487544,2,High School,Mortgage,Debt Consolidation,0
39.082527557144715,16999.393937483266,0.010747434432006224,3109.676758028807,756.6035454006308,0.46266045138140555,7,Bachelor,Rent,Business,0
18.0,16829.379788527738,0.658632915114659,4648.940018676878,554.3406113368153,0.12703077559067605,1,Bachelor,Mortgage,Business,0
45.29155637325644,13464.252331750617,1.8577679893010446,7829.566389162124,665.3845321677984,0.1560887968825792,1,Master,Mortgage,Home Improvement,0
39.72597482413043,10000.0,2.487373948070045,3216.3827575043583,682.1478335307588,0.47226122313898383,1,Master,Rent,Personal,0
37.56029734313876,46824.19682054255,3.504434919453101,9279.990538200725,766.2722919654377,0.11281695513876386,3,Bachelor,Mortgage,Business,0
44.82690983945514,13357.919896669218,5.225395300603906,6935.784846890739,481.8836641896676,0.32571394823687577,2,High School,Rent,Medical,0
51.65474444462576,17922.101754789514,1.0624388312112139,5896.777361581721,617.4540797097312,0.12471676543856383,2,Bachelor,Rent,Home Improvement,1
45.1437006501813,10641.895732312869,2.6981266333016323,20521.457416721554,704.9847835679993,0.38009293007807343,5,Bachelor,Own,Debt Consolidation,0
18.0,35809.38080489723,0.1552160299849881,1131.732702358519,825.1183513012129,0.07549904838643277,1,PhD,Rent,Business,0
22.204230332642986,23664.101366572177,0.1185023782048331,5961.136106397066,646.1172272765555,0.5493124320690826,2,Bachelor,Rent,Home Improvement,1
28.751814223043212,14571.420034846647,0.2666011059370219,1234.0417580708802,590.5654291990518,0.06607193539560266,3,High School,Mortgage,Home Improvement,0
35.26091050210834,18103.945815073665,1.1904774777114566,9806.984730034643,850.0,0.14953740122609863,2,High School,Mortgage,Debt Consolidation,0
40.17659020469123,50974.96766247847,0.4746914491131795,14909.371687952329,730.2560671854786,0.11762027876370666,3,Bachelor,Mortgage,Business,0
27.742561868465344,21237.319865970374,0.6763371866679367,2749.3369063700056,787.3633271845181,0.2622664703023422,2,Bachelor,Own,Business,0
36.86766764477078,20113.23291066947,2.087567490308486,3045.906792095321,529.0459272300375,0.7002334328779061,5,Bachelor,Rent,Home Improvement,0
27.446170676466775,13757.085190064927,0.88796133774456,2082.5744727615897,702.1129104119611,0.31566276393269604,7,Bachelor,Own,Home Improvement,0
28.884821970080516,10000.0,1.6300491832177657,8526.323967258528,541.667473908696,0.2803326154742416,3,PhD,Own,Business,1
20.933389031517777,20332.597457350348,1.0634304561197696,6169.477189538651,519.4955996857083,0.3446975589674722,0,High School,Rent,Medical,0
25.767667538890958,25919.2847655111,0.37017697568666724,6483.891930977832,708.1880063339627,0.29730562010834444,2,Master,Own,Personal,0
21.483153943836662,38169.50709200805,0.15380526463664437,6036.7597902240095,715.1847398918349,0.14787267061684842,5,Master,Rent,Debt Consolidation,0
25.241267470226674,10000.0,0.5389810801260368,3718.667739228385,601.7988081874032,0.15101194688165714,4,Bachelor,Other,Business,0
45.536417966078396,12549.69744735036,0.11886416401802377,20040.273826788038,793.2037228557506,0.28706299369638627,6,High School,Own,Debt Consolidation,0
25.50601111168057,16475.495828369847,1.9278758883454759,10075.606102931528,613.0980217660594,0.14085067351793915,7,Bachelor,Mortgage,Personal,0
61.32382064837391,21988.163739371535,3.1765038717363194,3140.9141609073004,623.0018986095859,0.5576532626051564,2,High School,Mortgage,Home Improvement,0
39.93317900880889,20485.71625528153,0.8302454913597054,4626.530653647745,646.3961225005638,0.12842124753293382,4,PhD,Other,Business,0
36.84836123694874,20726.23684589856,0.9791430528564654,4033.31936797834,625.7057223347695,0.06158381032181962,1,Bachelor,Mortgage,Home Improvement,0
26.416422198187867,27012.311682197756,3.3877168908587008,24952.82503881435,777.7262127350615,0.07995167931973068,3,High School,Mortgage,Home Improvement,0
42.003098794089915,14021.588331951149,0.5036337407853394,14313.743206964153,545.8296664515946,0.1484323586651684,4,Master,Own,Business,0
29.243621737622263,35139.13413913191,0.25375916482923433,7323.242215166356,574.5656809236532,0.19782332212516168,4,Bachelor,Mortgage,Personal,0
36.220098146453616,27356.95908074217,1.390771838657454,31754.094224597888,530.8592453122869,0.19914065368531725,2,High School,Rent,Debt Consolidation,0
60.60084538268795,18771.290263275732,2.0779914245287676,25890.59038711374,838.3517072995317,0.09662429042581779,5,High School,Mortgage,Debt Consolidation,0
34.0394010027535,49043.06143395181,1.8308543349388997,6737.412881112868,617.548067966061,0.2699375402227688,4,Bachelor,Mortgage,Medical,0
46.49273326285676,47964.0963735174,2.502639338025945,5834.522702403338,573.1483433020232,0.28211969735019937,4,Bachelor,Own,Debt Consolidation,0
27.968235748741126,35117.24774810512,0.11685034687233808,6063.902418654057,621.2692312133669,0.060771504384880236,5,PhD,Rent,Debt Consolidation,0
34.65011509503038,10000.0,1.1179376391834694,3781.222780564541,734.9056101242408,0.08187680023274367,4,Bachelor,Mortgage,Home Improvement,0
52.7080063563551,48507.44383870681,0.5451154456288965,32441.039736321713,716.3765471982919,0.5490186019481242,4,Master,Own,Personal,0
28.730329422122324,32773.621925570704,2.846923247515999,3622.3200508342456,592.4821045002354,0.1710551650733399,3,Bachelor,Own,Home Improvement,1
53.12448557996929,60066.3052687373,4.1228965367964685,16230.434837279716,610.0413826608974,0.5013044481170709,1,Master,Own,Debt Consolidation,0
42.07751935455475,40893.74089086586,0.6607219710862633,14078.928201007484,504.4529548907819,0.3913051561898039,6,Bachelor,Own,Debt Consolidation,0
29.375332241057322,48492.83522768705,0.20012267133576708,6349.346780743874,663.8723321158934,0.197447047665613,3,Bachelor,Own,Debt Consolidation,0
41.32407739055521,34177.65767087904,0.5845263312852046,34476.59899689091,778.231743595509,0.25466982151929934,2,Bachelor,Mortgage,Debt Consolidation,0
44.7255444962673,43232.44782370772,0.21964868089640935,2327.902538652029,591.8222837991497,0.07653078184367879,3,High School,Own,Home Improvement,0
41.21809962217196,59698.48190719755,0.7784616977231131,7602.610538609556,713.5813030406492,0.32251582301947973,3,Master,Mortgage,Home Improvement,0
19.297752801095434,24545.341734975584,1.5452406070165723,5479.493058267766,591.78870055187,0.781593885000516,5,Bachelor,Own,Business,0
27.728628241751316,10035.506446419766,7.274924869025022,17474.09050434728,540.4350951075623,0.3337214383316913,6,Bachelor,Rent,Home Improvement,0
32.52481364448495,18887.763358019525,1.0195531962095836,10752.060520352732,718.0279802794473,0.3116970610729419,4,Bachelor,Other,Debt Consolidation,0
34.25566570899954,26768.27775865924,0.49702509007493734,2034.8224726958006,850.0,0.06342430699214952,3,High School,Mortgage,Debt Consolidation,0
41.206720975506784,22866.85570938076,0.36496731675341676,21841.859212152674,704.3423609287623,0.1600389696800956,2,PhD,Own,Personal,0
36.777010009332535,11810.202044006313,0.3799973398510639,11948.599792750023,608.6143813140056,0.045779134183937434,4,High School,Own,Business,0
21.64655641289899,10000.0,0.42786640237203044,3539.0248795554057,615.063404011688,0.4045873699426884,1,High School,Mortgage,Debt Consolidation,0
38.801978510059634,15205.59400361136,2.873214357189994,6125.75146573674,840.918538943165,0.22868076131399306,2,Bachelor,Own,Debt Consolidation,0
41.10585745283823,32987.03148781874,0.1259386237039419,2864.3366541780774,680.6980019836153,0.43047433285544195,1,Master,Own,Business,0
40.5979044793104,48541.28177051676,11.90657101649046,7067.977001240593,573.4083979380039,0.26928259883849,4,Bachelor,Rent,Business,0
45.807807255546216,34831.72216068274,1.4791630865182626,9137.063875978232,643.7774936626918,0.20246720046666977,3,High School,Mortgage,Home Improvement,0
43.33922154548904,37373.36797642819,1.571717813465469,6199.8617543111795,671.5140462861549,0.4088411026759837,9,Bachelor,Own,Debt Consolidation,0
39.59180079228437,21154.167572714043,0.8849757785120381,5651.229437924171,696.9213701599342,0.49097096057512923,1,Master,Mortgage,Medical,0
34.29834288541353,10000.0,2.3440141220046002,2230.1133767619403,801.2038814094033,0.16737619264482478,3,Bachelor,Rent,Business,0
18.390390664840087,17542.638979817453,1.2752597351734996,10612.556655862934,777.5898494095711,0.40709188516938744,4,Bachelor,Rent,Debt Consolidation,0
39.296182191325855,19353.2916299118,0.7981549599178221,1737.9061795297077,669.8238776480017,0.17172747041133019,2,High School,Mortgage,Debt Consolidation,0
37.076876871631114,17179.528605201747,0.6161462037309549,8307.081431849512,645.8504787574117,0.1610288434221716,0,Bachelor,Own,Personal,0
37.715788371953735,22637.145284374248,5.197975678676648,1921.1425012336797,689.5985742768762,0.39396115264747344,1,Bachelor,Rent,Debt Consolidation,0
22.232514241796906,27466.157239351814,0.6877699283977541,8437.1842511027,589.176650769165,0.12197643856786088,1,Bachelor,Other,Debt Consolidation,0
24.189434595917376,33742.302429410876,1.146797078362881,8063.514610343323,748.0009343644515,0.12803335396818177,3,Master,Rent,Debt Consolidation,0
45.53152853332904,19166.89915398375,0.8626165762029973,11188.882989799387,629.6528201402713,0.05281037338769996,2,Bachelor,Rent,Home Improvement,0
34.60444846143345,10000.0,0.18024076062366964,16152.475093008845,699.0901309117073,0.150504097795414,2,Bachelor,Mortgage,Home Improvement,0
41.81500697372624,17301.719011125067,0.4114286395363711,18733.53922479602,821.3253570356003,0.30658582490600145,5,High School,Own,Business,0
35.28318376130461,22513.157577481248,0.4202127499589917,2234.9316401097476,705.2806470526887,0.37393487855323215,4,High School,Mortgage,Medical,0
35.297561394957455,40595.153277678924,2.3660509093257924,7734.415213458885,673.0703166025683,0.2144653156411535,3,Bachelor,Rent,Medical,0
44.382838059759976,16582.381891700938,1.0437239684900295,40487.66778736817,598.261254284515,0.3061343669733601,5,High School,Mortgage,Debt Consolidation,0
29.839552717826262,28460.482189224465,3.0462228680156134,8913.127373629095,642.1925942484519,0.19903670743218457,1,PhD,Own,Debt Consolidation,0
35.96120776940983,25464.585191235823,2.4685267622595854,4166.874393247312,536.3949402100324,0.4818202672175272,3,Bachelor,Rent,Medical,0
30.377247112949576,22515.297961564465,0.4265096288644308,7602.550779525119,703.3200146756554,0.6483941036002123,3,Bachelor,Mortgage,Debt Consolidation,0
30.655037725676845,35075.79812988964,1.655263975628608,5961.4394404251325,436.56385715183296,0.18072321375787975,3,Bachelor,Mortgage,Debt Consolidation,1
31.908278765313607,15828.690101889752,2.716649144675269,3161.599894847487,746.8406565520693,0.31198279992897876,2,Bachelor,Other,Business,0
37.22133771633713,16521.317160772724,2.005020790934339,16240.823987346073,723.1683559316265,0.4675927523723172,2,Bachelor,Rent,Debt Consolidation,0
30.212513783365225,21895.78843601011,1.8326640058914925,12932.28331444925,659.8181925513201,0.40716150178789573,4,High School,Own,Debt Consolidation,0
47.55756125573521,15993.325332311671,2.691156359633211,2786.0852193892806,596.6983105786171,0.173861706909598,4,High School,Mortgage,Home Improvement,0
26.053926977804963,28396.07315864061,0.11691301866333456,7520.443061391071,648.3740077649724,0.45212583975745196,3,High School,Rent,Personal,0
33.13128355838641,15419.74095696392,2.629227416875675,5150.397013334164,472.59699732596107,0.10729245449150081,6,Bachelor,Own,Debt Consolidation,0
30.60268941725825,24665.285874056288,0.6367094457119568,2250.091111503195,732.3800603264451,0.21966567089091885,2,Bachelor,Rent,Personal,0
49.46977884353733,20950.412514931537,1.696667314322686,2612.7130260465183,633.6175460739574,0.5086109895830618,3,PhD,Rent,Home Improvement,0
36.965547765115744,24525.3604699903,0.5549486839697028,2943.139480098532,801.5231174965024,0.12074711312149902,4,High School,Rent,Home Improvement,0
45.31844539468635,17503.030257070986,3.6504369271575454,7733.031184442688,689.1990285124544,0.15668911076743855,6,Bachelor,Mortgage,Debt Consolidation,0
20.14439626963028,18591.427246657782,1.3100054554293488,5617.475259336442,673.1433770329568,0.3612971029644905,3,High School,Rent,Debt Consolidation,0
37.67050265869259,23109.62864215632,2.059709677121101,3761.7879061580816,690.094813810807,0.3690082567207147,1,Master,Rent,Personal,0
43.89630795623437,24368.272385703505,3.160554917654689,5922.3794207283245,552.4489413699482,0.382930923419693,3,High School,Own,Home Improvement,0
35.82283989275424,21980.237700628153,4.513603748817304,14735.69377409021,604.9006132953281,0.025615768524411435,3,High School,Mortgage,Business,0
45.654803750653514,51672.508999828606,2.6340000616035173,10779.019424163718,663.2948933610667,0.20737242324461197,6,Bachelor,Mortgage,Debt Consolidation,0
29.827115498996278,13421.746459622476,0.32214248801326645,18060.726372032328,619.743573328009,0.2415972676511853,1,Master,Own,Medical,0
49.0934744018558,21330.603456808574,3.855603377001988,6750.350498516297,592.3487528043609,0.3746657869751112,3,High School,Mortgage,Debt Consolidation,0
57.9889812361925,10028.491681517195,1.9276973693497712,29203.555733713405,621.760367970208,0.020290431761305672,5,High School,Rent,Debt Consolidation,0
31.37161439560341,26530.246523261983,1.8803973165214776,10704.975442062447,654.4129915392868,0.16977597807582573,0,Bachelor,Rent,Personal,0
30.54497478599228,12611.65583767735,5.085255257542342,5480.0311340772905,850.0,0.7545307308607846,4,Bachelor,Mortgage,Debt Consolidation,0
49.53384477117701,19165.074633390155,0.5722507179607292,8728.610285184779,617.4608644990126,0.4757386734743617,3,Bachelor,Own,Personal,0
50.795721457307124,18287.40475905695,0.547788771230296,2985.5499237725603,582.2570521246621,0.14565562896494436,3,Master,Mortgage,Debt Consolidation,0
29.771399728467316,25347.758000178972,1.4397773556127553,6342.649681774746,634.7271008076382,0.29018244776273106,2,High School,Own,Business,0
30.798131829041427,16707.358685925923,2.7795052001611484,11429.8014328203,800.1594898499113,0.1492594519645467,0,Bachelor,Rent,Personal,0
32.18215391139493,16355.95207156783,1.1856652986125675,13218.010448152047,807.3091720140161,0.5561522293759964,5,High School,Mortgage,Personal,0
21.55549488965723,45158.24844824373,2.009650481348325,5836.404519389933,844.9098075688032,0.22780519726588835,2,Master,Own,Business,0
25.813480535158018,25394.38575321741,1.2048759534176245,72194.00888588843,656.0975503226573,0.11216990031075823,8,Bachelor,Own,Home Improvement,0
24.95859233247932,16638.50013157177,1.8852036069217266,7060.236337374354,714.1592269597478,0.21826663766608112,1,High School,Rent,Debt Consolidation,0
27.322024348958713,19430.1869509753,3.4548928514215542,2116.00417552234,544.9975525303129,0.3663048752288778,2,Master,Rent,Home Improvement,0
34.65315112613219,50145.16992228995,0.39806488892356,21388.608658486934,614.6559226910766,0.3962191606659538,6,Master,Mortgage,Home Improvement,0
37.342147325365204,19583.008596108855,2.3773707365453167,13170.06648683743,538.4915222669579,0.21743908667894044,5,High School,Rent,Debt Consolidation,0
50.50500492814077,15605.234602947317,3.0969277794546106,9753.203330636665,697.3258757120292,0.4015709749841906,4,Bachelor,Rent,Home Improvement,0
25.01645959261209,15638.669262115025,1.1851975158793722,5586.248809452473,653.8412762868915,0.18622986224536692,3,PhD,Mortgage,Debt Consolidation,0
44.843223984765835,16737.998274519698,0.7808581668553838,11099.742766260708,672.6189659945628,0.6461037821377559,3,Bachelor,Own,Debt Consolidation,0
32.86011155774491,16362.561008815539,0.02727377002966822,29590.6288357217,565.3789181545696,0.3378610596843012,3,Master,Mortgage,Medical,0
34.50536290347567,11616.433735142988,3.19013357042447,9521.48735044091,735.0687324689657,0.250520237442042,1,PhD,Other,Personal,0
41.74819492166604,12555.322415721523,0.7948113228568322,2499.81780587668,409.2971404217993,0.08553944743829282,0,Bachelor,Mortgage,Personal,0
23.772779784377015,14549.906010499872,0.8841839210106676,1000.0,624.7971817832216,0.4908629707186803,2,High School,Own,Personal,0
38.82409746184051,29607.574688888555,0.8189648226481976,11021.990014816805,639.3355410788043,0.7720877666004915,3,High School,Mortgage,Business,0
36.66452208213056,18203.721976563957,1.3812580308509326,3682.2128448940252,447.8397496541728,0.0786582326411723,6,Bachelor,Rent,Medical,0
39.92451264008149,19859.1305056111,2.424679238879515,7481.80854686288,688.4128398367508,0.1342883684992987,3,PhD,Mortgage,Home Improvement,0
37.89168643907818,41566.25805285526,2.9556190550158097,4241.778431129772,632.6735875895653,0.2423076017759031,3,Bachelor,Mortgage,Medical,0
59.55300139910894,42087.39526538146,0.9970390454602537,4004.895683685312,706.1116895811994,0.2127889725839305,3,Master,Mortgage,Debt Consolidation,0
28.62260015748684,19128.555089090078,2.1759503381800163,4393.057326367181,849.9828595534623,0.26483469072298116,4,Bachelor,Own,Home Improvement,0
29.690030449981823,16067.730850064398,2.550824835229661,4722.5288672718625,682.4623874250276,0.3240161187143183,4,Bachelor,Own,Business,0
28.768594735752355,14296.711763005322,0.70456160090805,15077.95150945044,747.2661304489664,0.6344041708843852,2,PhD,Mortgage,Home Improvement,0
29.445228808397452,31144.342447722534,0.2032272426107403,12821.96550837999,788.095308991803,0.07877834844112482,3,High School,Mortgage,Home Improvement,0
28.626128726934823,19883.517143289897,4.501232745760416,3082.847438020405,699.2027096278185,0.551774223177103,1,PhD,Mortgage,Business,0
46.89016531107552,18155.930848689073,2.2609241319905777,3437.886661197085,563.4124417688797,0.14883557817023202,3,Master,Rent,Debt Consolidation,0
49.20504247989855,14664.248159676714,2.0888756283329912,10974.147117953607,485.9832668758319,0.5020003223684247,6,High School,Mortgage,Debt Consolidation,0
29.29253706250524,14990.422789883192,0.12141709550168832,18807.32860641678,687.4378099504074,0.2166947916643052,6,High School,Mortgage,Home Improvement,0
26.676444268957713,25849.049146178033,3.406102697587323,18577.623315990495,609.97421774974,0.32422405465100823,1,Master,Mortgage,Debt Consolidation,0
39.71415556386404,11410.404197283962,1.6696710725525434,3632.487402262569,778.3601067587324,0.1922055995850901,1,Bachelor,Own,Personal,0
29.477769557190285,36222.44911463487,3.766229269436889,17880.198411753874,602.4876839021218,0.09341464819941271,5,Bachelor,Mortgage,Debt Consolidation,0
41.32931817755511,16866.381816120593,7.342958144251743,1956.6405813253834,648.5692938898729,0.28939753681180624,2,Bachelor,Own,Debt Consolidation,0
37.029230208513,20438.63022979319,6.297781865604125,6889.077507188757,534.09893033235,0.2700813891948648,2,Master,Own,Debt Consolidation,0
19.84255885002768,11288.175274618934,3.8771252660297084,11963.566125476296,615.6167328358166,0.3616402449597513,2,PhD,Mortgage,Business,0
50.47505201330061,21890.696996618444,0.022015474560058753,1536.0293007989865,555.7164999899044,0.36101073623068003,1,High School,Own,Debt Consolidation,0
52.95877673095522,18691.787376613982,4.338333557672042,43229.80812868311,564.847295357424,0.40741997619032383,1,PhD,Mortgage,Medical,0
28.872113095156138,21481.7646963494,0.15605782007816052,23420.246127450173,644.718575218303,0.5720729879826312,1,Master,Mortgage,Debt Consolidation,0
31.12298440064016,45975.064351639776,3.8102232687971678,13596.982578620842,589.3082032500001,0.24900198528154185,2,High School,Mortgage,Home Improvement,0
37.85865390724905,24073.068930908415,0.6574917163235167,3744.2530892904306,850.0,0.11596795563622822,8,Bachelor,Own,Debt Consolidation,0
38.34456789987025,14804.262246612014,1.8835675644422516,7673.415490085406,733.589415114035,0.4089112338985274,7,Bachelor,Mortgage,Debt Consolidation,0
41.5854427267283,15434.183630335685,0.07762351436609884,15250.020645080587,758.4639912779172,0.3957185894337244,2,High School,Mortgage,Debt Consolidation,0
55.102045387663495,29660.32558746577,2.9496540463860264,3300.636957984537,638.910700276106,0.48163455240929776,5,Master,Mortgage,Debt Consolidation,0
33.2305277250595,42165.03683063632,0.23690529461665383,7013.699697175456,660.575217868245,0.2851072074457494,6,Master,Own,Personal,0
27.017027554615463,25360.77607414042,1.0575996310370286,16786.11070749321,607.0407054343497,0.20671884962189896,1,High School,Own,Debt Consolidation,0
21.20680771985473,31081.13654787391,3.4014185441063503,2451.1779859581507,850.0,0.36843560394471997,2,Master,Own,Home Improvement,0
27.69069960058081,29877.73585174427,2.3771768167530967,10571.740916145263,639.1136181399197,0.12931396135944714,3,Master,Mortgage,Personal,0
34.66873027126203,44780.68587928757,0.012122055667436077,1990.5858996171094,589.6249000765147,0.10783064804032683,2,High School,Mortgage,Personal,0
52.94557863517788,10000.0,1.0317846575382912,3808.2406717802273,574.5995779351354,0.270726277357556,5,Bachelor,Rent,Medical,0
29.823887009638284,30748.899059550145,0.08566368616959172,5411.739830677344,683.5350026947146,0.5734588374903233,1,High School,Rent,Business,0
37.237879516388986,36021.38331061208,2.2386498079646797,12220.18644745447,792.1022042741208,0.4148712631105079,6,High School,Mortgage,Medical,0
34.83577103927248,11278.326418972709,6.944215794020217,4625.633983172794,758.6959505232147,0.444380938312897,6,High School,Rent,Debt Consolidation,0
46.88393273448084,14145.699123450291,2.1299368617296883,8959.22236931223,574.3674612433963,0.08920787846573798,3,Master,Other,Debt Consolidation,0
60.26932425873622,14394.603029371456,0.5081656220254119,4676.0896265059,571.9056652052848,0.3543586498642453,4,PhD,Rent,Home Improvement,0
29.691312270796793,15299.950954869577,0.877732634985947,5300.235763912306,774.6268508948201,0.23141080592336763,4,High School,Own,Personal,0
30.10560557481778,17311.76270406926,7.514364184173801,22038.125422608104,850.0,0.2225860291487222,8,Bachelor,Own,Personal,0
45.44160877069072,24867.112007880492,0.5073406047174696,3228.643817832364,635.4997492342245,0.1538697920008937,2,Bachelor,Other,Home Improvement,0
41.81891489626312,33956.559522268,1.6489235410366,14873.303584306772,770.6623408364949,0.4064380947293989,3,High School,Mortgage,Medical,0
53.46707325736034,37822.46354916103,1.0231645154884117,8096.190258986595,503.39118943706524,0.5378103124009347,2,Bachelor,Own,Medical,1
40.839281853259635,14488.180664354657,2.9247557488922276,5113.079015857265,565.6475499027189,0.4639836181933982,3,High School,Rent,Debt Consolidation,0
31.407079092129404,14438.427399271373,4.040674598747924,3059.4233640623283,549.040175740842,0.08042366202964855,4,High School,Mortgage,Home Improvement,0
40.90654830692309,42527.700539935635,0.8335696936262148,3238.970962979056,691.221379514787,0.31003812212741594,3,High School,Mortgage,Home Improvement,0
46.087035805829075,30435.713002440432,2.159952234006559,4487.64785388021,632.1023977961374,0.4856889841259298,4,Bachelor,Mortgage,Medical,0
43.204821811973645,22958.245245761205,1.59278740907039,7186.477931958208,673.8092644677997,0.010915811231650826,0,Bachelor,Rent,Personal,0
40.07274031107298,27907.9908662254,0.6526919337351874,13132.00565074858,771.9115988850298,0.04736267740444237,3,PhD,Other,Home Improvement,0
45.666746895891535,21700.6633692817,0.6347458385480326,6372.8916391950825,584.6833816188199,0.02779291243297575,2,Master,Rent,Debt Consolidation,1
46.692955904456724,28632.34613657196,1.5471170516505912,6723.413853894815,659.3993106612868,0.1052692773702054,2,High School,Rent,Debt Consolidation,0
48.82158991037527,18619.536384829087,0.33447863198393146,7576.509021843505,516.2067780925427,0.203140782764151,0,Bachelor,Rent,Debt Consolidation,0
41.48709887589643,25195.040969746697,3.330005861444449,11865.87785596884,766.3785715741859,0.09384684330744861,5,Bachelor,Own,Business,0
33.328819196831454,10349.846573997169,0.14300239914156593,13573.060414361564,759.6413713663201,0.17864094318295165,0,Bachelor,Rent,Debt Consolidation,0
36.46713686433323,15616.8830150441,0.19870052959473822,2671.586098875949,686.1888147432794,0.19318704529824474,2,Bachelor,Rent,Debt Consolidation,0
47.06508966508357,15701.231246491036,0.837788682711578,6466.176355571482,661.993610217871,0.3020395148115772,6,High School,Mortgage,Business,1
26.83064329012764,18266.15153801167,0.25133452524879,21631.875292650577,599.0852065436815,0.29807337985043253,2,Bachelor,Rent,Home Improvement,0
38.686733088729014,13859.738046621449,1.2913825598887148,2827.37510935125,510.4450805299857,0.18529221950252267,2,Bachelor,Own,Medical,1
31.066611876726395,16868.920549358823,1.020571174030414,8599.422358411368,680.5541941261175,0.19280904787785547,4,Master,Mortgage,Medical,0
35.28744822934817,10329.849252179305,2.5589004235591752,7067.943198408719,725.6200810661087,0.5829489831493231,5,High School,Own,Medical,0
47.78451862607299,28979.681868660224,6.115392179795628,5149.523824138868,850.0,0.17542074572360256,2,PhD,Own,Debt Consolidation,0
36.910990680199035,21136.215879602973,2.801261960061972,28929.760543461172,610.645048425262,0.3850426609635433,3,Master,Mortgage,Debt Consolidation,0
35.46436548156149,10000.0,0.395557604634806,8345.424028553914,677.0181618210455,0.6054945515791025,3,High School,Rent,Medical,0
21.401438590200808,14509.879550790649,5.4828402336896325,27144.128963930947,761.4404216401279,0.4273741665094992,2,High School,Mortgage,Medical,0
42.46253566027221,26063.749342134073,0.9955997650742414,8139.644332089861,764.4532878860819,0.21617620863652728,3,Bachelor,Own,Debt Consolidation,0
41.45484181141075,16789.165167144845,1.2856282656456197,11710.073244668027,587.7529043221119,0.2462981133782229,3,Bachelor,Own,Home Improvement,0
56.6325472330546,15545.543267418081,1.0948970511947589,5106.261408652326,622.0840606741283,0.2990170752855943,4,Bachelor,Rent,Home Improvement,0
31.922217650469992,21220.090170931475,0.6585282205961597,5151.921648864417,597.4849347240369,0.07263873175582151,1,High School,Mortgage,Medical,0
37.19150327663939,26155.081388847517,4.508433612699779,11242.741778793168,559.8155431464713,0.2102659152638073,3,PhD,Own,Debt Consolidation,0
37.49383683710755,10741.003199555047,0.8076495061426973,11409.0019339455,797.1669413023246,0.27177981058177786,4,Bachelor,Mortgage,Debt Consolidation,0
50.77453279763475,29000.380820069913,1.728328800095165,13074.11569365586,656.2713808982916,0.2507774491808854,3,PhD,Own,Debt Consolidation,0
34.047044676130476,14762.616604881876,0.5489620732887791,10952.714779268468,642.575453726809,0.3288807101790045,2,Bachelor,Rent,Medical,0
37.790215257703395,21829.903213222733,3.192800297006469,2781.8272039775115,674.7708162492706,0.28146670681962865,5,Bachelor,Mortgage,Debt Consolidation,0
41.078965097165394,21639.809497292947,2.9761993814876715,4250.9809992256605,655.3761965175481,0.17713755244100776,3,Bachelor,Mortgage,Home Improvement,0
36.86609123156358,16923.643398832566,0.7028407992426186,15993.766137875546,627.9022626090327,0.3963151459708707,1,Master,Rent,Business,0
30.535663854494718,13202.614101165851,2.288605185547943,1691.2576583226205,573.8442663533187,0.32845485552436,6,PhD,Own,Home Improvement,0
36.94089992898308,19094.521223591095,2.4339373256941452,10240.29588509119,806.5280458096931,0.17814440938751458,2,Bachelor,Rent,Debt Consolidation,0
45.73631749859772,49645.605427936964,1.6534093349573447,7409.33463006275,592.9727737105459,0.5106120205907366,5,Bachelor,Rent,Debt Consolidation,0
24.7348470058894,11149.639948674552,1.8355756152244116,15989.14756623932,556.9487933492505,0.4111732291069479,2,Master,Mortgage,Debt Consolidation,0
36.32969674146876,51336.46049225279,1.7087674572774154,11308.353154842134,641.944434907997,0.24632214378601622,4,High School,Own,Personal,0
27.998791850608267,19344.035624081713,0.170820382405584,4763.870638947657,850.0,0.12324942519972622,4,High School,Own,Debt Consolidation,0
46.950466289248425,22419.484613129258,2.218934045706951,4594.062415011607,567.8426695654924,0.6097232946031735,3,High School,Rent,Debt Consolidation,0
19.768130952162252,12792.887025395608,1.2689077055528362,5333.554719520898,720.9615218728622,0.4425230882641808,3,High School,Mortgage,Medical,0
29.410781527284115,14978.412722258694,1.1541348534769125,12887.98083606979,625.3668395083115,0.2525336799956204,3,Bachelor,Own,Personal,0
38.772118750645205,17129.29055283563,3.9322145525168137,1284.633903009525,674.4807248126972,0.15073876816908277,6,Bachelor,Rent,Debt Consolidation,0
50.65524029234341,13057.951199922483,0.04700140898554172,9190.297210654966,742.2180884961579,0.43632034968260364,1,High School,Mortgage,Debt Consolidation,0
34.34249738927012,19841.69917979614,0.5788736701852074,3998.0912160412786,478.0311191807008,0.1606741049509456,8,Master,Rent,Business,0
29.448004733068018,17970.59435534149,0.25885906175939755,9439.593891498725,560.3658891208083,0.26906119324049804,2,Bachelor,Rent,Home Improvement,0
53.8115706944059,55569.54460259848,0.07196130842395197,10674.342345314051,740.8012794927051,0.2907567349754455,5,Master,Rent,Debt Consolidation,0
20.51986099583756,12295.79861703982,0.6450357005574162,2143.3787833989422,659.7451084081342,0.31549890690652693,4,Bachelor,Rent,Debt Consolidation,0
18.0,23186.95832370773,8.926694267828367,6758.166188867881,671.187464045443,0.37144337626581136,5,Master,Mortgage,Home Improvement,0
39.40014450053332,24932.392508118402,0.630049460057354,9177.005989106568,721.138361704551,0.14261650750294544,2,Master,Rent,Home Improvement,0
29.979457756473888,12898.157177323978,2.1795379315103562,8693.75365614311,561.0398509097383,0.11222603073865375,3,Bachelor,Mortgage,Business,0
24.78767182869287,31051.85250958702,0.25180431600904774,7348.409964969518,755.507253782732,0.2944270762098219,6,Master,Own,Debt Consolidation,0
42.08356447299353,18048.83635036755,1.8418410157691378,3051.1992350723,731.9783724640549,0.27125764262328267,5,Bachelor,Own,Home Improvement,0
37.43800713771199,10000.0,8.331442663658306,3446.4416621295486,673.831720725837,0.40119870087721105,4,High School,Own,Medical,0
29.359213692632714,30635.808189302923,0.690163449957374,2690.7147450894586,696.8131732867487,0.447022081823545,2,High School,Rent,Medical,0
22.196956013291057,12600.976096922734,3.7687447161466547,12622.50305387202,766.4973777657027,0.2785804286260983,1,High School,Rent,Business,0
43.724573282801444,13044.378151318338,12.040864470209193,7387.490136514789,590.6160941265844,0.3832830219433078,0,High School,Mortgage,Personal,0
41.50201177958661,31068.540957825713,1.7761554206502805,7774.445440833683,716.1357018461221,0.24250529715441377,2,High School,Mortgage,Personal,0
34.00824136220617,18516.532465595013,0.7403921749303126,2070.6239064409506,824.4357235714767,0.09804706826765011,1,High School,Mortgage,Home Improvement,0
53.466369960476655,34852.70652427647,2.238842154532533,7888.156703843284,714.0626249488658,0.22982810993513766,3,Bachelor,Rent,Medical,0
24.299152336738473,40339.36409228979,3.7267026537647654,13452.357622487585,627.760677234132,0.39308270915153737,3,High School,Own,Debt Consolidation,0
19.74474829075261,15955.131328163912,0.3759154032295945,1856.6486498229415,850.0,0.03282669365154996,3,Master,Own,Debt Consolidation,0
28.080919301187556,32749.115988368492,1.2048432202209427,5279.966294191207,673.0814502410494,0.04388333766809917,2,High School,Mortgage,Home Improvement,0
34.54413983644502,15097.275850915848,0.7689372995527864,2307.0402265647626,789.8591599679747,0.4783638304517685,3,PhD,Mortgage,Home Improvement,0
37.43339449322692,67275.9407109498,0.6663605137693401,5789.344433383714,607.8468586319268,0.15303872308741362,5,Bachelor,Mortgage,Home Improvement,0
32.5876394214367,15576.544401341926,3.9439925558988325,3941.065833962756,756.7802497905703,0.39643244994994853,4,High School,Own,Debt Consolidation,1
38.520553965142966,36792.29475146751,1.0951659705745393,10989.84635555062,595.3574952458922,0.3669239104922852,6,High School,Rent,Medical,0
22.48460575809556,33587.021717977725,0.8282338804175672,9277.910610884808,682.3384238254552,0.4117643446931256,0,PhD,Own,Home Improvement,0
49.437646040732595,25797.78491082973,1.8502116489097744,22770.099401500964,589.3259890893715,0.14386378675686348,3,Bachelor,Own,Personal,0
34.178488216074314,15752.091345682766,0.49538889571433886,7760.000833287009,840.1155976197044,0.173011456408904,2,Master,Mortgage,Business,0
46.172958315881274,20420.636344298167,0.5224528995254429,10623.143421065022,627.8868667811281,0.6923113510755285,6,Bachelor,Rent,Debt Consolidation,0
38.42725346377704,10000.0,1.4691417574329986,5186.601862871399,539.2067873044368,0.2311315572988999,1,High School,Own,Home Improvement,0
39.567532191537836,24642.060028145555,1.052801675752978,3352.79055318507,659.5118521902237,0.506692571134887,3,Bachelor,Mortgage,Debt Consolidation,0
40.69767280232204,26233.89787488597,0.6990649782756525,15800.706729850219,703.7094791941299,0.3074705262131249,1,Master,Rent,Home Improvement,0
39.47708560017315,23546.905970794753,0.11092210809782,21907.932018136667,647.3399022627659,0.27559571949824097,2,Bachelor,Other,Debt Consolidation,0
41.42722759867544,10000.0,1.471166949048567,14250.176326227627,568.6679771473125,0.22838045932429815,1,High School,Mortgage,Debt Consolidation,0
48.29152530132431,11698.100737200686,3.3922718290732674,9000.023779698839,753.7316807289978,0.23722505530846,5,Master,Own,Business,0
36.9652116970147,15153.010568304528,3.812687524005211,3717.196954605581,775.9180029281798,0.5849824130466862,4,High School,Rent,Personal,0
42.09003757588512,25484.59590846611,0.5369094950142111,20197.266223120896,485.2042651153538,0.2200563013988118,1,Bachelor,Mortgage,Business,0
34.102643057127736,25455.050566027334,1.8307882875962305,12882.272913249411,562.2973046139366,0.21951259670150444,1,Master,Own,Debt Consolidation,0
49.40117215449473,20229.31570861203,3.874236158129125,40941.63878928313,634.0572353367468,0.21434602433070807,1,Bachelor,Rent,Debt Consolidation,0
28.2360769794073,30261.234057001297,1.0509512534598815,3217.824663215887,596.9074302840909,0.20548867719692046,6,Bachelor,Rent,Debt Consolidation,0
53.00940432910816,13185.576375901564,5.38052323972843,16156.103791560072,702.595458314794,0.2917203498146888,0,High School,Own,Debt Consolidation,0
34.59842049355657,29885.165610835506,4.665645951586005,12572.726757815766,833.9477207121173,0.3040775196425379,2,Bachelor,Rent,Home Improvement,0
20.69224897881952,27927.60911225584,0.4667259277157117,6163.365407948879,611.9086490493821,0.30107519691968154,6,Bachelor,Mortgage,Debt Consolidation,0
36.28104414910789,26602.949349364386,0.5994143916762154,24126.54351754653,807.6722201103996,0.44738631025529874,0,Bachelor,Own,Personal,0
28.18948342525119,20110.146837531513,0.39798021357561186,11179.937079478585,503.16671436926873,0.1370283630655935,2,High School,Rent,Home Improvement,0
43.406435489887244,55015.59186069433,0.4364472268001222,3829.484880708246,695.5814812518246,0.09235629693126167,2,Bachelor,Mortgage,Debt Consolidation,0
28.473760206976092,28186.483802565435,4.768937543857304,7371.1483486996285,590.5288513245605,0.3804064972495441,5,PhD,Own,Home Improvement,1
30.538165667852205,13572.922146516734,5.35129891674021,3793.001565100645,697.7389930654264,0.17790779483903021,5,Bachelor,Rent,Home Improvement,0
18.0,24938.11756577635,0.1065847744542698,5570.206621702614,474.31901545429736,0.15954155124086175,1,PhD,Rent,Debt Consolidation,0
30.476936807509233,32088.137371820754,1.8008512796387754,14229.334503334629,521.4609520596937,0.05491276082415032,1,High School,Mortgage,Business,0
18.0,16414.91580115026,1.6612885683842553,17879.663634946388,697.5312514510125,0.21528041437521353,3,Bachelor,Own,Debt Consolidation,0
19.16097176514277,37973.20747046746,0.9903890131549657,9671.801481692266,586.999909433686,0.2581039977769657,3,Bachelor,Rent,Business,0
42.604146561442974,26662.593054377718,1.9977018392782193,4446.800370724902,617.688239405383,0.528868307355954,5,Bachelor,Rent,Debt Consolidation,0
42.85800158650832,10000.0,5.888855327873219,10995.998757794581,833.6285174827357,0.16602052522642208,2,Bachelor,Rent,Debt Consolidation,0
39.254575617849646,25586.905320131955,0.37327342593918916,14453.902269944501,663.7571469168855,0.39538136363653853,3,High School,Rent,Personal,0
25.33023856870787,17979.462671558344,0.2566008468425185,1672.8944417504545,740.1516514281634,0.12657347354315143,5,Master,Mortgage,Home Improvement,0
34.5228864385802,28813.229182488707,0.06792152926224485,8894.452262096123,574.0727850395508,0.07562093584799601,3,Master,Own,Home Improvement,0
34.963974609094315,35316.56584117315,0.9045893107836651,6959.397345439325,515.8796307097675,0.27345336924874325,6,High School,Rent,Debt Consolidation,0
23.416353108074574,24284.195421919372,0.8238573351857285,17378.15096209929,641.9264678958124,0.08115846231235073,1,High School,Rent,Debt Consolidation,0
50.0339830176715,50646.53602797456,1.12711600508014,11031.954905866143,500.95305966653467,0.4216444818946058,3,High School,Rent,Home Improvement,0
43.77362290575671,20143.693842415567,1.3995785042439555,11937.993940865254,580.1410396758325,0.5013013102333761,6,PhD,Mortgage,Medical,0
32.79035826170336,30103.866918146457,2.8361810395664357,5510.833862453387,673.7754218498064,0.3494793442440539,4,Bachelor,Mortgage,Business,0
35.26885838994531,32940.9316580622,0.9955338237436161,8113.798206838874,638.8739102938249,0.3873395394067715,2,High School,Mortgage,Debt Consolidation,0
37.08382807947552,20980.04476304595,0.802786148290313,17239.317854718134,683.4519385495122,0.279157575401264,2,High School,Own,Home Improvement,0
18.0,32512.735528945526,3.5075269375312037,7693.231640985495,710.0318396002082,0.24661242227705993,0,Bachelor,Own,Home Improvement,0
32.52822617479403,16361.127181678072,3.7915307476205187,9318.301462755435,530.4275284193894,0.15151134744417627,2,High School,Mortgage,Home Improvement,0
28.180157520022014,17831.392214193293,0.529926785717118,2371.3961683480416,555.8065728569567,0.42428677117711266,3,PhD,Mortgage,Debt Consolidation,1
24.983799901050844,11427.244536818476,0.7557149290298683,7670.736942745919,432.1415804637811,0.35098225919859344,0,High School,Rent,Business,1
32.18899707114045,24852.27454159619,3.487269005765445,1620.3541663161536,612.947669235712,0.6340830807291047,4,High School,Other,Home Improvement,0
52.976865268495224,25916.259688881484,0.16547720598374116,5361.955955198078,723.6755957617231,0.44882123502590865,4,Bachelor,Rent,Medical,0
41.4084286126701,39720.852445250865,0.7885957302159617,8525.461590350125,799.1276863606487,0.06643549260546187,1,PhD,Mortgage,Business,0
29.28821010217203,32714.379561789654,1.189683371626951,14967.322977253476,669.048186908317,0.4245618657849174,3,Bachelor,Own,Debt Consolidation,0
40.72582781356159,19103.02964620999,0.41422452178368624,3643.398013042081,787.322886354269,0.42951162384005925,3,Bachelor,Other,Debt Consolidation,0
48.99355436586002,12220.988926494103,0.3966926118368096,10926.510975301882,688.3827023775984,0.057322767171453924,3,Bachelor,Own,Home Improvement,0
44.246336829127685,27348.725339463697,1.1062907356981388,26233.558357334223,660.7449420501018,0.2034395105203962,4,PhD,Rent,Home Improvement,0
35.59630369920174,38383.25540091345,2.8090936549097285,4853.255070785101,588.8709123414819,0.24405805554961446,0,High School,Rent,Home Improvement,0
28.530632222944263,32131.511263409815,3.6680772941942648,2350.4396215021466,411.4839956984133,0.1872585150685951,2,Master,Mortgage,Home Improvement,0
41.982233136135896,37882.281017747686,7.7489817165250185,10217.65071135396,772.3189487219596,0.5909763955960282,5,Bachelor,Rent,Personal,0
38.934853854217494,19812.24053286489,0.15372763992263294,3122.5410697982625,644.67750249584,0.4023506735246541,4,Master,Mortgage,Debt Consolidation,0
43.95193220027733,17442.944442285265,0.48843358391777475,4208.2456988424265,788.8296524800515,0.46245028506328706,3,Bachelor,Own,Personal,0
41.351718016819696,15238.026466160727,2.826343424579525,16960.96070972194,555.0366881144325,0.10820706233425963,2,Bachelor,Own,Debt Consolidation,0
45.49552715319335,21419.38788279749,1.5556623442696205,36370.72312717841,850.0,0.14845657499880452,1,Bachelor,Mortgage,Debt Consolidation,0
29.64764788439432,21177.71232053542,0.7940410502404134,3638.940718678887,625.121274533372,0.6248438011902968,2,Bachelor,Rent,Debt Consolidation,0
48.173940656343255,24424.422046821146,0.4603103035862357,4492.048927711441,580.7811006257162,0.43627001174377544,4,High School,Mortgage,Business,1
36.975996046923996,20647.53604638273,0.6583351064008383,5699.335283388348,628.5477953621014,0.15716212857122172,2,Master,Rent,Debt Consolidation,0
55.75260872625265,20602.879676650624,1.1217444799349185,5227.840456607483,667.0456422482255,0.1561852944102024,3,Bachelor,Own,Debt Consolidation,0
28.10812181910432,14937.841547453125,0.3899656739865799,38049.14950676549,643.0097993923974,0.20738757269591704,3,Bachelor,Own,Home Improvement,0
52.359638031652494,35270.75773279437,6.661065346046175,5300.443293098183,598.4669590873696,0.2848565260117012,3,Master,Own,Debt Consolidation,0
36.979107834626475,22885.505261388244,0.22765573565945849,5941.984624242478,469.65574438673843,0.5207446043992673,3,High School,Mortgage,Home Improvement,0
28.485819963855516,20186.6754158553,8.47792249916209,29523.504226818804,569.567242087616,0.13046224131889508,7,Master,Mortgage,Home Improvement,0
30.161141659456785,15158.024995614496,3.6889701377589694,12853.109548145034,757.4435669475871,0.3760799841662037,2,Bachelor,Own,Medical,0
31.7965269180568,11316.79794625824,1.1003516313168598,17831.456333676993,562.0277299527128,0.16190410040457134,4,Bachelor,Mortgage,Debt Consolidation,0
39.241659464019165,42360.944492782575,2.6927349823096756,3924.9531803891427,478.30513629025126,0.29709964026992713,5,Bachelor,Own,Medical,0
40.228354880355,29065.853765827786,2.226529692161098,5302.089427522725,544.4500252231696,0.22817408073354112,5,Bachelor,Mortgage,Debt Consolidation,0
29.26299996061421,10000.0,0.4797833375277704,3527.0789479140567,641.1353712160864,0.32092655274447895,4,Bachelor,Own,Personal,0
34.756454077390174,32259.60638767707,0.8282149503784204,15382.860850209408,574.0778832768253,0.10466256774956867,3,Bachelor,Own,Personal,0
56.42270358611864,34934.864247395424,1.4394857131571053,21594.513704041554,622.0162921290803,0.16818802808850183,5,Bachelor,Rent,Debt Consolidation,0
52.275431701007115,23439.73788271663,2.0313614349419598,5014.958898526075,570.1546795354196,0.21047493815331123,3,Bachelor,Mortgage,Debt Consolidation,0
39.36323669674032,48974.52029531653,1.5656842287860193,6054.801918089303,750.9743896395478,0.2518123864207749,3,Master,Mortgage,Debt Consolidation,0
35.380034781682,24547.36562779453,1.2810618751344625,6270.478509183333,699.0849510798583,0.23937676652144516,3,High School,Rent,Debt Consolidation,0
36.200313267182615,10846.397064408173,1.1709269157149544,2350.117968823137,850.0,0.10499586640564341,3,Master,Rent,Home Improvement,0
41.13517972730416,26438.709932881422,1.3793643783443867,4726.509868596502,611.8278703396849,0.16642572611107476,2,High School,Rent,Business,0
24.772074348015945,24895.657032035215,1.1395649070300258,15042.171546332016,621.5120824760735,0.3043018162954871,5,Bachelor,Own,Business,0
32.42623462576655,16290.731014103265,1.5588489016159706,4022.5254125353117,768.350202354195,0.07714939331725297,2,Bachelor,Mortgage,Personal,0
18.314159261224106,29342.12331703048,4.378250315577567,8728.820141058006,689.1008385196253,0.297898073647502,2,Bachelor,Mortgage,Business,0
38.992231226052795,10000.0,2.003856904004739,2845.7582191734637,555.8493319797567,0.2542097405167996,3,Bachelor,Rent,Debt Consolidation,0
41.47195939702741,36144.62077902289,2.564740052469755,7221.364992110895,705.6421318823622,0.412264043102661,4,Master,Rent,Personal,0
30.16813537700626,14199.175069395062,1.8200365584539788,5163.361378510883,689.6528897313019,0.22241157893834462,3,High School,Mortgage,Home Improvement,0
50.73986763290033,13460.664055287803,2.060138058001224,3049.2862108199633,470.62041118742593,0.7341121654995987,5,High School,Mortgage,Medical,0
22.742343369976588,20807.891938464032,1.7271585722064549,15249.604952167003,584.8689300087123,0.201389494551893,1,Bachelor,Own,Debt Consolidation,0
20.3562511979018,27350.400849233192,0.05446804898865189,15951.400164380653,669.0320190059617,0.4462938765995892,4,High School,Mortgage,Debt Consolidation,1
37.24451818559972,23907.847511737553,15.640019335818435,3730.7666593269105,794.6279707244047,0.6479745282884329,5,PhD,Own,Debt Consolidation,0
45.470983026121544,15194.220695222295,0.0683740266517493,6816.171493643463,719.799844429362,0.5675830537341593,7,Master,Mortgage,Business,0
51.83927691457869,17102.0796901725,1.0055429851789568,8395.532066324527,593.5955385868006,0.3236905022542009,5,Master,Other,Debt Consolidation,0
30.4111573713106,12499.936287923329,0.22212163711346516,1897.3065806591587,579.1798095490901,0.3199360355583277,2,Master,Mortgage,Debt Consolidation,1
45.78680833431296,19685.94186724729,0.20390698662401624,2650.0288849043623,729.7733243909729,0.36313346233388094,5,Bachelor,Rent,Debt Consolidation,0
34.61491530499293,37703.5904859547,3.1551707833650715,22675.21029142135,407.36736038340933,0.3189522011617701,1,Master,Rent,Debt Consolidation,0
33.273727000591805,21979.567069049168,1.1099931735348476,3456.108357231181,569.2418676466924,0.08278039587587423,1,High School,Other,Business,0
43.83659937486672,33850.434942774795,3.23029544784121,22171.13477812145,790.930800237513,0.49135464394572453,3,Bachelor,Rent,Debt Consolidation,0
41.5232287841342,45601.717937604204,0.6370702632352173,2761.8860050120584,679.6817479233046,0.31355988040624133,4,High School,Mortgage,Business,0
19.236078430157505,16415.655144683187,0.5926729393776787,13726.207240058082,574.1338847772071,0.36194788802516675,1,High School,Rent,Home Improvement,0
49.76540349725896,20064.62058991334,0.5786505283428466,6316.733574097233,529.7916574499669,0.24315463804617737,4,PhD,Mortgage,Business,0
48.800913541474515,65224.89045642106,1.914984067519288,7068.382751305678,733.9734667989147,0.18440538483050928,2,PhD,Rent,Personal,0
28.744372984904707,45350.28345864322,3.3747923115547187,35765.84729306809,657.7811346593007,0.23052155189497875,4,PhD,Rent,Debt Consolidation,0
38.95803533437409,10000.0,1.2039128025134282,2970.9905435670003,628.1289540274817,0.21146492934322744,3,Bachelor,Own,Debt Consolidation,0
39.94030186282739,26730.864700015823,0.953650134937456,13040.804873566647,687.3980557322192,0.13602633162018093,1,High School,Rent,Debt Consolidation,0
37.60673765823907,22032.633984358974,7.26723421302424,12616.890748841932,666.4598049646897,0.3827079487454327,2,High School,Mortgage,Home Improvement,0
29.4969484615458,33297.13230953145,0.24830312450837486,118617.42905090997,658.7905807378787,0.0630427074540366,2,High School,Own,Home Improvement,0
28.283766320619485,15176.608640261007,1.3335273412505928,3423.077721070514,517.5812981077115,0.1273970898232041,5,Bachelor,Own,Business,0
34.744459290085544,14475.253481738744,1.0501457821949005,4910.898339217207,547.3574846672748,0.5514530516219218,1,High School,Mortgage,Debt Consolidation,1
46.72729019259364,15708.616184386728,0.20656223950576613,15564.34232712137,724.8280436094416,0.07466043245669064,2,Bachelor,Rent,Medical,0
40.43600154594432,16548.25152025025,0.6244970423767581,6903.535237502804,705.9151433678237,0.12691115283008012,0,High School,Other,Home Improvement,0
31.29385667913894,33112.365888824796,0.05770699996430848,5594.611798062746,688.211992577865,0.08826369488024664,1,Bachelor,Rent,Business,0
42.716987106483444,12202.540093383957,4.190398716727468,17431.06417136269,591.3487337155414,0.5624911435379848,3,Master,Own,Debt Consolidation,0
18.0,16134.143988903388,1.872219316457373,6546.88898029312,726.5189928764647,0.1539280336397054,2,High School,Mortgage,Debt Consolidation,0
46.48765700372103,10000.0,3.374998894781672,3969.9657391019455,612.9255188412823,0.19975981573078802,6,Bachelor,Mortgage,Business,0
18.0,36444.976598303925,1.4744257453799932,14486.437180377601,780.1533461082273,0.4898972124185893,3,High School,Mortgage,Personal,0
31.375590585968677,41585.84191401297,1.8301321113020903,10940.539688394128,575.3177010595273,0.26056463839869165,6,Master,Own,Debt Consolidation,0
23.80330105373856,18703.450126498366,2.4136502553985144,6308.938545241394,597.4712363646534,0.3767738481313465,2,High School,Mortgage,Medical,0
22.053185242790942,18977.803105404073,4.7721861908020236,6073.915811215769,634.8551201187798,0.17399205561459563,5,High School,Rent,Debt Consolidation,0
46.608267873785195,27628.71615280711,0.1924753728281149,3897.4380891548426,734.7300480574232,0.1212832583092343,3,PhD,Rent,Home Improvement,0
30.32298798688109,46038.85549911207,0.8037881678303457,14473.540727961275,646.4921929279992,0.3899373032010206,3,High School,Rent,Debt Consolidation,0
38.46503881730716,27019.264046497992,2.4690440365332083,6074.857105456172,653.7682348682898,0.10776090908444318,4,High School,Mortgage,Business,0
34.53079421120816,15540.876555946856,6.356934855802098,4377.0194337050325,610.840878295291,0.29577922014696695,2,High School,Own,Debt Consolidation,0
39.770408272231215,10000.0,7.906463950669673,2897.3617665645006,676.8091986641102,0.747324887869209,3,Bachelor,Mortgage,Debt Consolidation,0
35.768218910602556,12612.414285821875,2.0327913265555946,11089.161694033513,642.9269505905945,0.3138565695822653,3,Bachelor,Mortgage,Personal,0
22.170077758114303,22847.79117062097,0.43034698792407383,5394.491486828709,571.5697616085281,0.25105428996157264,5,Bachelor,Mortgage,Personal,0
44.9626681944714,15872.387422391454,0.25386962206794506,1619.4789631512547,662.7291482548379,0.20909749960458335,0,High School,Own,Home Improvement,0
30.062434168386876,24281.835827317405,5.839159573250038,3094.5103576348265,665.0808768625021,0.39248666729206716,2,High School,Own,Home Improvement,0
19.43418101340249,16706.24685913599,1.1380669036116453,6721.875262265518,850.0,0.33087668617208427,3,Bachelor,Rent,Debt Consolidation,0
30.718848390340874,12976.908455576071,0.43336899512827026,6874.4702709382755,588.8973920979688,0.5389808830959173,2,PhD,Mortgage,Personal,0
50.00759790634311,12228.006129442305,5.432946625558297,6668.606521075978,566.0624257431127,0.40676511707359764,3,Master,Rent,Personal,0
43.50221742113493,48106.724782358455,0.22080032354620324,5965.780131126304,677.9034260593633,0.5484296340941687,5,Master,Own,Personal,0
31.513478655921407,34354.69173831887,2.615492100408447,2488.205437545243,550.7163582828869,0.5616985647608566,0,Bachelor,Mortgage,Debt Consolidation,0
31.507422956815713,52326.539874141505,1.9630618117895449,4025.3260012844653,542.6949852126177,0.3331978193414978,1,Bachelor,Mortgage,Home Improvement,0
31.783649487826175,28853.17882314733,0.18364878608652782,20889.910896750065,506.31013101241854,0.11601046583380649,0,Master,Other,Personal,0
55.76747983560841,17765.333758408542,0.8272429489441373,18564.055712901,572.5426434807565,0.1830638877129917,6,Bachelor,Mortgage,Debt Consolidation,0
38.819354522315535,42687.88610727333,0.32487478220897104,12866.231254330922,575.0112254058122,0.16921975220508065,1,Bachelor,Mortgage,Personal,0
39.300416471910694,21665.274392106316,1.8552018661565215,11987.288590803786,521.6737826325996,0.3560379458073848,5,Master,Rent,Business,0
45.30283454031842,24598.011495701383,1.2967799200581038,16710.703587072065,624.9716263654367,0.19759120329932423,4,High School,Mortgage,Home Improvement,1
37.387891590265134,21559.844454632555,0.008568578269524512,3305.570021917287,413.40188522679944,0.14420047080417286,1,High School,Rent,Debt Consolidation,0
32.40957854179297,10000.0,7.435427699396728,8319.37735109127,699.1765781311694,0.4833934976521091,4,Master,Rent,Personal,0
33.03650150915022,49136.995675793696,0.8602882399923885,3306.965496597608,594.320602148262,0.2564116122931113,5,PhD,Own,Medical,0
34.283987405859364,28155.61196374498,0.5973630716118722,3353.193398977721,609.0216322507754,0.29118150923620273,4,High School,Own,Debt Consolidation,0
34.627777634901584,25975.564039399706,0.503196537733075,10877.502562768866,708.6875010360302,0.28280430476420665,2,PhD,Own,Debt Consolidation,0
42.2762954363698,21356.511679758303,0.34588946470510407,17281.64701715378,687.1743909383997,0.4567759567901415,4,PhD,Mortgage,Medical,0
35.519458858072994,23901.91619414755,14.110368373102553,6939.053718909566,587.0093957296211,0.38063371674232405,2,High School,Mortgage,Medical,0
42.32640077215579,16339.822935210865,0.6994255236339786,30309.01117407442,695.1790755658158,0.0931284850640972,8,Bachelor,Mortgage,Medical,0
34.19283419891418,29980.117057049963,1.0401145331962967,9599.127247806908,804.8894608272083,0.5074080349525825,4,Bachelor,Mortgage,Medical,0
35.786351903160906,11458.08447821945,4.101411455854677,4352.78684975435,548.7816418873441,0.17873396881478829,1,High School,Mortgage,Personal,0
18.0,24174.030503156097,2.0538162120589054,3396.8953411988637,725.377471135643,0.17600201782637234,5,Bachelor,Mortgage,Debt Consolidation,0
44.16327674702482,29166.811088922954,0.9199304833362523,18297.234136921594,538.6894262305556,0.28825075520137955,5,Master,Other,Home Improvement,0
38.46488475897993,19943.63717976176,4.572015241924484,8980.10893969533,767.5426062346809,0.6342963030295096,2,PhD,Own,Home Improvement,0
44.98010109859652,26514.151710273316,2.7703835560849477,13916.603498012018,578.8072942885806,0.5020832860114672,3,Bachelor,Mortgage,Personal,0
18.0,13417.737489596151,0.517283722039737,1000.0,574.9877799545594,0.18993836999605013,2,High School,Rent,Business,0
55.883747047807276,13589.960689715645,2.0641833110506704,9855.033584820367,764.9210141193969,0.057983135669629676,5,Bachelor,Mortgage,Medical,0
33.604103718448265,24794.039499727383,5.112337000156335,5380.737089221833,722.1574945755765,0.43848366519196674,2,High School,Mortgage,Debt Consolidation,1
46.081828167375164,30923.596966119232,1.3721877412744103,2657.1047556362973,582.0907432586711,0.28660453424430815,6,Bachelor,Mortgage,Debt Consolidation,0
24.60094072874469,10000.0,2.6456057971512994,7706.767559331431,662.7368738773275,0.08676420744148426,5,Bachelor,Mortgage,Medical,0
41.1277390506257,28595.662302354456,7.088086484107895,19408.1978799255,579.0048099513436,0.5941907706488934,2,Master,Own,Personal,0
24.46584436826344,16787.65795400052,2.345039626071654,49661.36914872949,490.7262241525927,0.22334712331633025,2,Bachelor,Mortgage,Personal,0
28.76231039304195,20002.188195899602,0.21614769742905504,9835.188784979606,668.9285118127486,0.31885888633525,3,Bachelor,Own,Medical,0
54.14031353866786,11273.848586416165,0.5609086471618764,4594.810199362422,614.3577832193188,0.14022951597373026,1,Bachelor,Own,Business,0
33.09317599236653,14388.59819484611,1.8082127142507132,4378.221868224916,555.4166443745164,0.4495731969624914,4,High School,Mortgage,Business,0
37.17432873179723,35705.59444970775,0.6447011200798476,17509.622915218708,780.4715079612364,0.2978289970935856,1,PhD,Rent,Debt Consolidation,0
43.70067730688754,22391.387716928777,6.318465976237837,3650.0666426775742,558.7979821165309,0.24974060006228893,2,Bachelor,Own,Home Improvement,0
39.95681887972604,18189.70037011305,1.03957140470295,13332.25949916761,664.3978624880538,0.07758459410290312,4,Master,Own,Medical,0
36.504189051435766,20780.19863761907,1.2221407380929843,10249.097705577931,757.9911570478988,0.36220800276826415,3,High School,Rent,Debt Consolidation,0
38.64961002466225,28130.39412792226,2.418654852655336,9381.370250801445,624.3944651463072,0.446924889748719,0,Bachelor,Mortgage,Debt Consolidation,0
59.03415585238275,27453.45345862257,1.4857244162032435,2311.160661268643,576.5824549219266,0.10286420918530288,3,High School,Rent,Debt Consolidation,0
34.42381202966415,21215.482480520473,0.9630060835978128,6090.183174821041,679.7748304469795,0.08256484279410385,4,High School,Rent,Home Improvement,0
37.010990467149675,38043.27305633673,0.15946757362391997,2523.680843350264,695.5699723582375,0.3594840100650952,4,High School,Own,Debt Consolidation,0
45.50654396007612,35783.11161384968,1.8148879080761708,5061.418601144766,737.6560696691309,0.10885946437743986,3,Master,Mortgage,Business,0
46.05525932957984,27083.66383438575,4.043553644067359,16877.0658538437,837.120945149351,0.36464919067319584,7,Bachelor,Mortgage,Personal,0
46.8703030556038,22636.204928995772,2.315212048426006,21695.200125409196,604.2708985042559,0.18597183336975862,2,Bachelor,Mortgage,Medical,0
41.38730222029184,30597.101081674973,0.9609000387036549,9615.762130197314,669.5854005517826,0.11668216356622277,3,PhD,Rent,Home Improvement,0
23.569950872695166,25774.314446064953,0.27330351666462177,5134.447851276386,523.0759683686704,0.5620599133896056,4,Master,Mortgage,Debt Consolidation,0
51.334315323010955,37436.4473114288,3.389318369644848,28867.72493823548,716.6376999547331,0.48474868364388385,3,Bachelor,Own,Personal,0
23.53654606981312,34536.79955681361,5.685966141458172,5080.309647743242,668.3716642695766,0.21508142346642017,3,High School,Mortgage,Debt Consolidation,0
38.02635465239033,13238.348013223565,0.9829383187565405,3266.4230822520817,632.1310601208002,0.02385484975024882,3,High School,Mortgage,Business,0
27.457241499806422,12797.670160497333,2.6086339877283957,14145.988637053111,588.1939487413057,0.31924924152824824,5,Bachelor,Own,Business,0
34.35861653407007,15512.093551222439,1.0578550917913763,11686.472251803003,615.1572914652114,0.5098722657208886,2,Bachelor,Mortgage,Debt Consolidation,0
38.2876241030348,35884.809277806744,1.3953827349201737,5249.768562388131,673.6333009812707,0.19201657732358998,7,Bachelor,Mortgage,Personal,0
38.21357215450273,10015.062629143127,3.621595676033218,8779.547815537124,553.3829612210338,0.0862790297201568,3,Bachelor,Rent,Debt Consolidation,0
39.21920754235285,26832.75695457168,0.17422132866124446,11541.77096063743,619.2880421824702,0.45234713799176723,3,Master,Mortgage,Medical,1
51.13711269058647,26404.019875296883,1.5114726940057426,9537.084147826072,651.6678043465267,0.4506019476643665,2,Bachelor,Mortgage,Debt Consolidation,0
39.5353430151398,39392.23636684761,0.4831759032484361,11697.742623069193,496.0379873787663,0.2896410952630138,1,Master,Mortgage,Home Improvement,0
32.558433647093516,24104.874135883594,0.8304429304030774,5406.883325606518,544.8702654826736,0.1445731681309145,0,Master,Mortgage,Personal,0
44.64087168288357,11253.05925798199,2.068059675603719,12344.87202760838,583.9995463980582,0.2442733527624167,6,Bachelor,Mortgage,Debt Consolidation,0
46.894704889246405,13634.007740749428,0.055211949915001474,8217.705148571611,806.8231732737313,0.10130508852598559,2,High School,Other,Medical,0
22.723921848630077,12197.69451948799,1.8019428428751696,5555.543753883944,566.9274857274897,0.29930937542442676,2,Bachelor,Own,Home Improvement,0
40.97400069849858,16831.84685131088,0.6665928402088502,6656.121191636613,644.4208379955915,0.13598636016625223,4,Bachelor,Mortgage,Debt Consolidation,1
42.01172742310898,20101.48991225862,2.214202602031819,7492.655336642048,545.9436253139513,0.23867064735699595,3,Master,Mortgage,Home Improvement,0
32.02436496640008,12299.07378988057,0.30532672732479393,2549.6141942946297,572.3596807852443,0.08880201902830986,3,High School,Own,Debt Consolidation,0
48.75706813311619,45951.00482455569,2.6621856168688933,4869.139969019049,505.89916284523053,0.28996946892375236,0,Bachelor,Mortgage,Debt Consolidation,0
33.499444129674735,11354.385251083742,2.0748822852256854,8534.946888957193,717.0302354673678,0.3060405050942468,0,Bachelor,Mortgage,Debt Consolidation,0
36.255764534715425,43176.50290112091,7.097666956706325,2749.590228360461,517.4453742564957,0.05587496682536597,2,High School,Rent,Debt Consolidation,0
33.2692817571613,39838.19943289156,4.843533886379277,4934.768646112648,740.7011013144668,0.6858995027703518,1,Bachelor,Mortgage,Medical,0
35.155790475814676,34515.068467713,0.6662038619336118,54596.0045708544,696.7897196054978,0.1904228252877663,3,Bachelor,Mortgage,Debt Consolidation,0
24.037249131047982,15570.240269118985,0.055393214221751384,3283.263933084623,642.4598152933406,0.17733244324414218,5,Bachelor,Mortgage,Debt Consolidation,0
20.599491174057057,26140.090246159398,2.1305594521202167,5960.733779695568,744.0025895393173,0.24306246915978857,3,Bachelor,Rent,Personal,0
50.94505063224972,11629.664917917611,1.8470707672346451,4158.984351517874,850.0,0.395198856409876,1,PhD,Rent,Debt Consolidation,0
26.530386516816723,34733.27768653426,0.055623921374961964,7379.816087103584,697.7525641126392,0.4169559858549376,3,Master,Mortgage,Personal,0
25.086076505436928,21226.540949594742,0.26176131318326806,4222.004631890132,537.9939378002542,0.18822754538899403,5,Master,Rent,Personal,0
18.0,17949.901253556283,1.757516465404962,6670.202520658576,798.9017659712587,0.1549409417566309,4,High School,Mortgage,Debt Consolidation,0
28.610382523104978,11945.710950669885,4.856914959789994,4560.3851966031725,668.6111456525634,0.41885114761829506,2,PhD,Rent,Business,0
21.76910206592502,10000.0,4.7395936001090195,18846.872294653953,850.0,0.39263234147494713,1,Bachelor,Rent,Debt Consolidation,0
51.42015160136369,13104.743874773985,0.32853516114063025,8649.95701176683,599.3949778056607,0.1088514368368458,3,High School,Own,Home Improvement,0
45.09817089342634,38422.52279703606,0.970880961914543,3632.3019578117437,778.1944022690556,0.3620823381878286,1,Master,Rent,Debt Consolidation,0
28.118496548222762,18008.214353669693,0.08832777893872494,15877.165423144439,649.9843229352731,0.4879170543590696,2,High School,Rent,Home Improvement,1
57.52435805344309,20238.369694014396,1.2670106811029744,3764.561655055731,850.0,0.15068497228476782,2,PhD,Rent,Business,0
44.81765486991594,30570.08450352499,2.79740978573358,2318.639450466884,621.8399244504764,0.34478084760551375,1,High School,Mortgage,Home Improvement,0
31.751686164913774,54330.14123170115,3.1210356216577235,8083.385085878565,850.0,0.21677220197829158,4,High School,Rent,Debt Consolidation,0
18.0,42723.41149219962,1.3822563067218998,37265.063803554985,693.9826052848769,0.2215816912334166,2,High School,Mortgage,Home Improvement,0
57.90942572590742,13545.809250865896,0.20156352766996083,1877.8235459622715,734.6964758115163,0.06044590030141969,4,High School,Own,Debt Consolidation,0
21.10427533236404,10000.0,0.960476368760419,2793.9444640122647,820.0332443936064,0.11332377223921075,3,High School,Rent,Debt Consolidation,0
18.54601253043108,71668.537987197,5.379496220871877,14794.644416721241,571.2245709861235,0.23404850683036724,2,Master,Rent,Personal,0
45.225704320096405,68493.61483580162,0.5217234346652984,4847.133994574221,746.9096846026754,0.5187460303625179,1,High School,Mortgage,Debt Consolidation,0
59.39752406339273,24202.87721391765,0.7706028858489742,13220.961662951831,620.7246659129198,0.514171037464094,5,Master,Mortgage,Debt Consolidation,0
48.84272818510518,11669.756705541577,2.7473658450507723,4146.454349588361,665.111887932093,0.45080479606616497,1,Bachelor,Mortgage,Home Improvement,0
40.639091200523595,35653.88039654587,2.645368458248908,9077.641960854196,658.3061257410588,0.3387328924043261,6,Master,Rent,Debt Consolidation,0
40.94754341665286,20868.75111234052,4.865439676380204,32714.678511423528,707.2410736431809,0.5197423776325969,4,Bachelor,Mortgage,Business,0
43.53415558780308,20816.671070663626,0.9824339087280161,3116.0712805363314,703.0184327251999,0.25316045404198284,3,Master,Own,Home Improvement,0
42.589285897867654,34448.799269991425,1.4455587133486527,18379.820836312265,592.4805079984533,0.5325110456854096,4,High School,Rent,Home Improvement,0
37.811914239693756,26034.74766582811,1.2599409020564,13957.404532717499,662.4854170994903,0.30098060635980894,4,Bachelor,Mortgage,Personal,0
36.04201103951876,12174.422876574585,5.2553060023894895,2461.6929889745843,416.566418064019,0.28376452246962935,3,Bachelor,Own,Debt Consolidation,0
34.374068721004775,18725.266347672296,2.933539427888524,12671.623709776684,749.0173664784448,0.13863235668558846,2,High School,Rent,Business,0
27.46035411133324,30655.77877361626,3.5609481371884133,8589.062780012073,819.3941703681118,0.43514162444411847,3,Bachelor,Own,Business,0
32.19324923133226,28427.893601464817,0.2856593042853106,8715.64711257211,669.062804868205,0.3496960478386443,2,PhD,Mortgage,Personal,1
18.070431858046145,25109.669429719204,3.1389608345058155,10606.412533317023,489.39777865272447,0.28447538518211807,1,Bachelor,Mortgage,Debt Consolidation,0
34.0166037320525,35126.512887471494,1.1347170526431218,6122.386953005897,724.2947636227135,0.19702724278844239,2,Master,Rent,Business,0
25.114088928490826,18382.262904429892,0.04723068591027617,8570.481266679906,573.6230483399779,0.3593444837045767,2,Bachelor,Rent,Business,0
23.96410682784229,24084.7680275286,0.12393880083145731,9829.682760457901,668.2316344727946,0.3891790161669498,0,Bachelor,Rent,Home Improvement,0
36.798941511534785,10000.0,2.2658357457103526,14718.291973014833,718.550912739638,0.25647669427558795,1,High School,Mortgage,Home Improvement,0
48.92002286344599,17591.566729223145,0.9304698469043279,2388.142564954115,704.6450379518656,0.5110134459316455,4,PhD,Own,Business,0
44.183166060023126,32271.87717602979,4.051658589282038,22758.83537675931,758.0855249860043,0.20517767410872126,5,Master,Own,Home Improvement,0
19.294993963768228,18120.565114433597,2.6505726336450257,3215.5951158250896,664.638063972954,0.27164576018262093,3,Bachelor,Own,Debt Consolidation,0
25.103718634296627,17446.359899833096,0.04383695205305888,14902.775821346144,667.3361609957034,0.28133959400696695,4,Master,Rent,Personal,0
44.40771187988216,13085.676631699962,2.3223906417924236,8634.802164377663,723.679037444366,0.43416526777747816,2,Master,Mortgage,Debt Consolidation,0
25.175126064616904,36376.67117466527,0.4272590885311674,2907.575716263981,642.8607430441363,0.3352737672597286,5,Bachelor,Mortgage,Debt Consolidation,0
32.753668500029754,28976.245040842197,1.0983796458378343,12363.654709350008,581.2097581055198,0.14580417320840378,2,Bachelor,Own,Business,0
40.50052099024552,33279.84704468599,1.9602467490609428,3803.4913059943838,695.2018424822887,0.2952010387212487,5,Bachelor,Mortgage,Debt Consolidation,0
25.316555451363648,10000.0,4.122697869634922,19054.07834752984,537.1137022288117,0.26248803729953385,1,Bachelor,Own,Debt Consolidation,0
36.0537550614596,20328.415780300136,1.2179719804292541,4588.608642925061,641.9109852811806,0.18684203881869899,1,Master,Other,Business,0
21.659745050817953,19147.826627374918,3.3056352480758147,2450.411189525081,512.2223207602672,0.2005341306834212,4,Bachelor,Own,Debt Consolidation,0
28.98632356048786,19143.416444496237,3.055399404035759,27641.570166512105,594.5187367195637,0.2947624544608961,2,Master,Own,Debt Consolidation,0
38.19781934142537,16187.364182574425,1.0707097516426411,9368.037769153903,598.6659123261863,0.2063329253205023,4,High School,Mortgage,Home Improvement,0
19.070062664683306,18526.32299058362,1.3902188627625207,16215.987229535565,551.57839238242,0.32957830775180297,1,Bachelor,Mortgage,Debt Consolidation,0
39.40474737960399,33685.48769356467,2.4111816255238736,4100.329014850727,760.0531887445192,0.14185283209489358,3,Bachelor,Mortgage,Business,0
34.803622010733186,10000.0,0.06328772431062119,1783.8898547687334,751.799159979897,0.13345882410900992,4,High School,Rent,Debt Consolidation,0
40.524899544171475,53564.798345218725,4.4293574862105025,30951.041830358474,781.4012742779271,0.2949204449901262,4,High School,Rent,Home Improvement,0
37.23914134064661,28054.955514011763,2.937753965083715,8061.52924599039,631.2155777157674,0.5365427284340036,0,PhD,Rent,Business,0
48.64140429973844,21565.15404124182,0.5738071015630842,12005.036095193454,606.6392011478755,0.23703117175268382,4,Bachelor,Mortgage,Personal,0
36.25224502647907,34662.61727253235,7.945665315051907,13701.719631390355,730.3584805254803,0.10817964299852681,4,High School,Mortgage,Personal,0
30.70594458874747,10658.176546532619,0.39541548502177654,6196.173218111303,662.8412895109899,0.24154959658675879,5,Bachelor,Own,Home Improvement,0
36.222975030322836,15798.172494566328,4.908832649413371,9710.699891019043,662.351746236583,0.5439386367834028,3,Bachelor,Rent,Debt Consolidation,0
40.43298029036388,20732.59303687466,0.784525660912202,29003.218164585185,395.6198699385,0.552055367637261,5,Bachelor,Rent,Business,1
35.48860070325704,43598.594178987645,2.880628719507492,7895.49021740133,725.6514603151479,0.28605363120815924,2,Bachelor,Mortgage,Debt Consolidation,0
35.405916912038826,21520.294721882856,1.2189970777070729,17217.49080098157,712.3974982462565,0.29459214705644204,3,Master,Rent,Medical,0
27.980083121932445,27584.99751420658,2.667156303732074,1647.4804765797694,649.4583576890344,0.6197931242570818,4,Bachelor,Rent,Debt Consolidation,0
28.37099082449052,16402.852014760883,0.33869153042778993,19910.61935392799,731.5847774464061,0.16367360233449485,4,Bachelor,Own,Debt Consolidation,0
20.973947282003067,28097.082785886047,0.628069777759446,2398.0149300130897,710.1701989470563,0.37513126416885395,0,Bachelor,Mortgage,Debt Consolidation,0
52.495767431869396,50951.006671707175,0.21040511065071224,18169.998143690806,580.3314915153551,0.49874030676017556,3,Bachelor,Rent,Debt Consolidation,0
22.56136764608715,36234.3682226891,4.007095197719129,11075.657669059545,628.0213749062141,0.17084182661143427,4,PhD,Own,Business,0
28.070948022040927,21147.39493806179,0.7027863705164591,7504.540070718896,549.2214804994968,0.17726184650034724,4,Bachelor,Mortgage,Personal,0
27.815927344308026,30876.338451073843,2.3714553892280152,7482.5537492862,796.2238986575157,0.08761376520370229,3,High School,Rent,Debt Consolidation,0
43.949243769444415,29400.25060598697,3.432056120242885,6619.7648378329095,747.7180478581095,0.24563201806054857,4,Bachelor,Own,Debt Consolidation,0
32.05050321707972,28375.853563055476,4.633737975233742,4202.624056110901,568.6082661151289,0.3517818529161792,2,High School,Other,Debt Consolidation,0
47.477420726737336,38406.2958832737,0.22476380559234174,6872.058504552857,711.8875516494891,0.4167875458775867,2,Master,Rent,Debt Consolidation,0
28.265093757561317,38263.0076956653,4.470132039597683,47403.3064702815,677.8592334837016,0.17859302402289473,6,High School,Own,Debt Consolidation,0
37.78994162223802,20669.628953819345,0.43943081257445216,22967.727757933317,581.4047074500733,0.09535753130065464,0,Bachelor,Rent,Personal,0
26.646529467402427,30361.770016196904,2.6704574733856656,4036.759144945846,662.432700862847,0.33826202066469696,2,High School,Mortgage,Debt Consolidation,0
56.45149127773388,18186.821900911364,2.6101589782452663,10038.168154440526,735.8384697434517,0.39613793132984504,5,High School,Rent,Business,0
23.124015809704872,13883.603268432007,0.017078999403991473,8749.775576206095,743.9919527463557,0.24015246684110966,1,Bachelor,Own,Debt Consolidation,0
38.09820710227027,19249.745563498986,0.49852312364840706,7231.235932703494,850.0,0.2182381360088333,8,PhD,Rent,Home Improvement,0
41.337768809320984,21202.214741243984,1.3541875167507778,3632.868932693509,659.4289153171766,0.06528414826738467,3,PhD,Rent,Debt Consolidation,0
39.137990974514985,10000.0,1.0895740326134504,11576.337092633565,626.221106588869,0.27447982348702854,2,Bachelor,Rent,Business,0
33.147123411222914,33865.98101753909,5.016108518183096,15944.30998688446,706.2140263877837,0.6010800811855779,4,Bachelor,Mortgage,Business,0
33.70179300266574,10000.0,0.8917645863450339,4158.380821750224,631.7037460932322,0.13019067914416138,0,PhD,Rent,Debt Consolidation,0
35.438114719791095,85597.25293578101,5.52872418265466,38732.45406176856,591.5095559717122,0.14413150080259218,1,Bachelor,Mortgage,Home Improvement,0
33.529979983715116,46673.861073334236,1.2302597593420026,27380.94464124482,557.4216764133548,0.2109930955246604,4,High School,Rent,Debt Consolidation,0
44.638791167949094,19331.58639529609,6.668174775203064,12563.266114251392,307.2344471695002,0.2738412282156798,2,PhD,Mortgage,Medical,0
57.10523001591351,22130.525532590127,2.67390249037854,3024.872551569906,723.4839430207506,0.0690812347271125,7,Master,Other,Medical,0
29.425082149921664,25629.157233728718,3.5361006309651644,11171.564006936345,486.2026267928307,0.2997744478209771,2,Bachelor,Rent,Medical,0
21.301970204209223,16406.285556180253,0.22158803049954903,10153.587814293174,562.0146556705648,0.3048216870317766,3,Master,Mortgage,Business,0
34.117179516487454,24253.338907465903,1.7644619794272742,12216.273324774127,679.2443591195025,0.14903298459285538,3,High School,Own,Home Improvement,0
60.79709337654319,20496.307176113176,0.3079355660429495,28922.392984887094,617.8493205422648,0.1640416248653138,6,High School,Mortgage,Medical,0
26.963254320302692,21012.308023693407,0.7065642750450268,7038.995514036675,850.0,0.2571523007240712,1,High School,Other,Debt Consolidation,0
51.391168054440676,24118.40526001063,1.9540219367866716,41700.20249309379,499.0760026919472,0.15665026123082898,3,PhD,Rent,Home Improvement,0
51.77700814076441,11421.309008156737,2.590902503625636,11217.198690160754,850.0,0.24288153208079857,4,Bachelor,Rent,Personal,0
29.464117582920053,22466.595982927098,0.07994425737387237,6422.928590852316,788.0584609050579,0.38227276121341364,6,PhD,Rent,Home Improvement,0
40.689830791852756,23902.15433288974,1.5140650826818056,55243.26797584888,740.9096385098303,0.37492881384052124,5,Bachelor,Mortgage,Personal,0
51.283966231285376,23492.22538416425,1.6662626321698248,15739.260206609231,793.9312176477542,0.2091060844169408,2,Master,Mortgage,Medical,0
31.208722590125127,19773.23673486765,0.16421700699447453,5631.960534439757,690.4611998716041,0.3705895152638599,3,Master,Mortgage,Debt Consolidation,0
32.964196398976384,38906.977666642764,1.3890483932261013,8667.82584863532,479.67470027851357,0.2518974613786145,2,Bachelor,Own,Debt Consolidation,0
29.183190860513562,18456.53380517469,2.502424303615657,13469.544022344955,701.4851681115925,0.42533101866956624,2,Bachelor,Own,Medical,0
24.852432693071332,24677.889342939085,0.10939243950059903,7181.842024926314,501.93246081429925,0.30759242162198946,7,PhD,Own,Debt Consolidation,0
28.50722454933993,42135.62102207401,2.856465426437259,9019.338697500136,597.1637720984208,0.25045212906994935,5,Master,Rent,Business,0
22.760597332377436,21169.398057833852,1.7180564756154617,4214.292978865994,642.1917902284262,0.4459179905525943,1,Bachelor,Rent,Home Improvement,0
35.34083468259226,24519.68721711753,3.5822458429966013,2104.523543474236,558.8937482095694,0.1631473465489773,1,Bachelor,Mortgage,Debt Consolidation,0
27.30026768941358,20990.1315873075,0.4919611161514829,8823.160853346888,744.6044470364473,0.20429042693468047,2,PhD,Rent,Debt Consolidation,0
37.33785911790748,40891.80261090335,3.5828032770716094,9063.605317373751,628.6242423000828,0.1257345735762832,3,High School,Mortgage,Home Improvement,0
19.44104353796373,19363.35650909596,0.19867068541686372,12353.511989458888,690.9308231004467,0.15864307312094847,1,Master,Own,Debt Consolidation,0
38.30880232214457,41842.89500578908,1.0344578170270833,5110.478068570943,649.0586837639636,0.20488963093048987,1,Bachelor,Mortgage,Home Improvement,0
43.33528961608925,20914.668893076465,0.44499949601170335,2772.6437443850077,662.6179159673471,0.49813057051253656,3,PhD,Mortgage,Business,0
18.0,14332.28750067025,4.175283459673668,3743.365769972815,561.3132715573148,0.2655994784616632,4,Master,Rent,Medical,1
38.74056569847572,30936.332625657935,2.441016300858403,18854.50215499326,532.5958554798262,0.18122440324973949,3,High School,Mortgage,Debt Consolidation,0
47.27668992473292,18914.159172320327,0.05137786067971119,4753.8540654397575,634.6231329641114,0.2840583771859942,2,Master,Mortgage,Debt Consolidation,0
22.903589813087947,30038.9589419319,0.019137985483768976,5689.258551618592,553.3885723051786,0.16337109009845718,4,Bachelor,Mortgage,Debt Consolidation,0
51.72572386837703,10000.0,0.6885027441260275,6311.12450053938,789.3555704957573,0.207556025859444,2,Bachelor,Mortgage,Home Improvement,0
39.190190093660455,22083.86722131066,0.30929554003355403,4937.325488929909,512.3564916208119,0.20259241748561635,3,Bachelor,Own,Home Improvement,0
27.94988144241591,17504.22134647326,1.9901510488938738,4653.762624648727,850.0,0.3187240192378292,1,Bachelor,Own,Debt Consolidation,0
34.44230922342294,12943.78017955929,2.180079876256416,4036.370387877705,680.2025127527285,0.3817359135985291,2,High School,Rent,Personal,0
40.58326912521722,16703.5992490831,5.692932275816048,24847.818964743332,656.9326904900547,0.31167173882527305,2,PhD,Rent,Home Improvement,0
35.760053914124114,16533.57478473464,6.074772751102703,13961.803334663595,595.9733750780074,0.3623912108288361,6,Bachelor,Rent,Home Improvement,0
40.387559924463694,21504.276527129372,2.151139861772689,21988.098716219163,715.6921032352647,0.3793738818243146,1,Bachelor,Own,Debt Consolidation,0
25.793264069206337,11118.178710435055,0.011382554984200398,25834.64772789994,629.5724989278976,0.14480921493820356,4,Bachelor,Rent,Debt Consolidation,0
36.69360824036078,25800.183676533634,0.8894451435706725,1236.569338795508,680.047419446795,0.14722347747616762,4,Bachelor,Mortgage,Debt Consolidation,0
20.8628550309502,43612.862295246545,1.4395635594862575,10665.438156177172,734.1823167039788,0.08729857317693238,3,High School,Mortgage,Business,0
33.887739386513,25348.231631855582,1.3830160754116627,5069.802255077721,716.9309469193647,0.3579105711022664,3,High School,Mortgage,Debt Consolidation,0
25.960923585352102,33007.639201540864,1.8493547508338606,19800.207877332276,773.9861200947702,0.22025898147787987,0,Bachelor,Own,Debt Consolidation,0
27.644700574102334,38073.78350580401,6.4655176386721775,4477.513000310654,703.7841073660782,0.17808378622120807,2,Bachelor,Mortgage,Business,0
47.36093175210438,40873.8084249759,4.329000276391166,3486.5925616952077,554.8732311787386,0.41326705463409324,3,Bachelor,Own,Home Improvement,0
45.91310120594269,56110.00099121883,0.23061527922114666,2572.834044782906,442.02106638393656,0.3122155405128063,2,High School,Mortgage,Personal,0
41.09138120907177,17161.07472704617,0.6184390720031117,6360.486017223787,671.103372929095,0.12042959862661246,2,PhD,Rent,Debt Consolidation,0
24.07687235327421,15378.996708579352,3.5808337508568284,16847.47730984063,672.5463154455705,0.6097417315123203,3,Bachelor,Mortgage,Debt Consolidation,0
31.835915503051982,32589.089198186943,3.478033212484759,9946.07990861708,842.5929815110566,0.29492494757241666,1,High School,Own,Debt Consolidation,0
47.130976999791834,31386.49895442783,0.644190197048583,3096.0469146052747,638.4159383069052,0.34033190771299643,0,Bachelor,Mortgage,Home Improvement,0
36.417169136399046,32462.395920095278,2.623027172936818,45348.268422500354,687.4492303114246,0.33743734925611135,4,Bachelor,Mortgage,Home Improvement,0
58.19329539981695,56649.6578729305,2.2297112731950675,13624.581610766112,727.7176405765673,0.06894911433184495,3,Bachelor,Other,Home Improvement,0
38.93317839394372,22152.041857316777,1.283098931911716,15092.120910373576,701.3408120987509,0.2751718249481284,1,High School,Rent,Personal,0
36.92049116490031,27257.34431221608,0.4499277959782533,22652.444768332072,734.3943791817294,0.11056000924364318,2,Master,Own,Business,0
31.908835357974986,13491.375039085933,4.390031293734525,2181.629882819004,568.1790691874141,0.2766806642053016,4,Bachelor,Mortgage,Debt Consolidation,0
36.33540904782282,64065.45422529841,2.265483359326473,3908.28011971792,552.3633666232552,0.16974362979328222,3,PhD,Other,Home Improvement,0
33.47530163619456,18615.084755937747,0.37023394035564794,15652.862483539222,621.943916944333,0.5198121938865348,3,Bachelor,Mortgage,Debt Consolidation,0
42.0810867668859,18880.63430729046,2.440220259030431,4236.146698869546,432.5933610306928,0.19151595937290478,3,Bachelor,Rent,Home Improvement,0
44.56702316794584,18520.34348058164,2.705206427884011,6502.807086988706,646.0420409732034,0.34637470800461717,4,Bachelor,Other,Debt Consolidation,0
27.140105394920504,15955.391412310399,4.358617194710889,7614.4838149650595,584.0416907591789,0.02115872194189248,2,Bachelor,Rent,Debt Consolidation,0
21.68767046442222,15295.003349470328,0.5042161426008613,2916.3137667209944,682.2213333627734,0.5072247503921028,4,Bachelor,Rent,Business,0
18.0,16952.11457229477,8.975504285138824,6071.410651244372,623.4931210996762,0.5740870237236584,1,High School,Mortgage,Business,0
40.079913269125434,11126.690337860842,0.33303836328949876,16841.520486312234,548.4567187365365,0.37668925206209275,5,Bachelor,Own,Home Improvement,0
23.966333938261265,14873.569234450593,1.8360288925311024,14524.078129454501,781.0856863009064,0.027307739933754696,4,PhD,Rent,Debt Consolidation,0
18.0,58365.576744595746,2.141079113796949,19740.18588429275,658.2519104207983,0.43953434633821403,2,Bachelor,Own,Debt Consolidation,0
38.885786045309644,31819.276737357766,1.0858469002854843,18176.788446754024,736.2858841425277,0.008984613392811496,4,High School,Other,Home Improvement,0
59.92999517432791,34994.706576561635,1.2888576903988962,11211.542876764996,668.3514460754092,0.06047893177006053,1,Master,Own,Debt Consolidation,0
34.939290884601064,39680.072706113475,4.431165871999692,10523.25446928358,696.3995131207051,0.13908572241607622,4,PhD,Rent,Business,0
43.38490774451642,55108.94274154033,2.0728205319048345,9923.53619556567,513.9004275348556,0.47992706489013665,1,PhD,Other,Home Improvement,0
35.81829358547565,10000.0,1.3743340278467002,4906.7263447656305,777.8103503956293,0.6548046994863455,2,Master,Rent,Home Improvement,0
34.01110346808857,11909.10416358077,0.2747336195902643,3554.7649468559143,737.8681650376295,0.23236753763677606,5,Bachelor,Mortgage,Debt Consolidation,0
44.190764829877686,14737.317620248366,0.014729356023624915,4667.2351161011375,648.1159699327527,0.5152997950632358,6,Master,Rent,Business,0
32.097254558113484,17415.83452859776,0.2669910565966441,6242.752979942029,678.8002093873263,0.11759330551678113,2,High School,Mortgage,Personal,0
37.673923140719026,18952.95821590358,6.255538365876192,4795.04918203134,750.2605860226255,0.5797007841287396,4,Master,Own,Business,0
38.216978061960134,17615.090414885268,2.888582532246623,11283.146044133306,612.7999795889539,0.17641430560562954,5,High School,Own,Home Improvement,0
28.31909546356951,24579.166099448466,6.829558042608362,9523.48538689365,491.69195853354813,0.3070092631860668,4,Bachelor,Rent,Business,0
44.92042349536523,22418.632393608837,0.07272372332546954,10378.159189866128,614.673602561668,0.3017620154566594,4,Bachelor,Own,Business,0
33.25040243304591,15345.577525421368,2.2802465651043398,10733.515907471816,665.238949215474,0.3151277809728235,1,Bachelor,Mortgage,Business,0
27.442548405071552,10000.0,0.09060889812554741,21089.512336397056,646.7560207926633,0.33963526659317567,2,Bachelor,Mortgage,Debt Consolidation,0
40.365098435704034,13407.44793145236,3.047038562511734,8047.70056967681,781.7566157328769,0.5156792119436655,1,High School,Mortgage,Debt Consolidation,0
26.015320182089628,16737.05953077083,0.9591390262963553,18154.89584904427,554.0097611080698,0.3081406014313122,1,Master,Mortgage,Debt Consolidation,0
35.281811573691286,19466.693948205513,0.20133278972967217,12249.841613552078,566.670936953322,0.452792039111439,5,High School,Rent,Debt Consolidation,0
34.90881003355796,12521.04703742585,1.678875327335247,20004.386016296994,544.1953498322413,0.22616121988724244,4,Bachelor,Mortgage,Personal,0
45.85895565831578,17233.264312651125,0.6573420412643459,29486.973469806657,692.8741095057484,0.2776830348678127,2,Bachelor,Own,Home Improvement,0
39.746982328799525,12512.786315974055,2.155114667439878,12852.834684146417,497.39662469261657,0.2611218315716658,4,Bachelor,Rent,Debt Consolidation,1
34.74973041254856,20683.474440916943,2.146911330502382,8804.468007470181,724.3756398033311,0.17794128461841047,6,Bachelor,Other,Home Improvement,0
43.17766299200287,12880.30057325238,2.4416105179316623,8759.080861635503,556.7115478690537,0.6404935465936828,2,Master,Rent,Debt Consolidation,0
48.90207549017313,14408.126574244894,9.776413803739894,5562.857178902524,572.6897640245484,0.08268329873270479,7,Master,Rent,Debt Consolidation,0
40.578103063518626,11449.00304064435,0.9777946647456642,5415.293085622818,827.0225259991233,0.28080554363935867,3,High School,Mortgage,Business,0
35.103526198433805,20399.17325336229,1.2521567558915394,16675.464569727006,773.2579728695679,0.08119108299200707,1,PhD,Other,Home Improvement,0
21.881637676498404,14282.297538787689,3.2655328471777967,3748.3228017183674,661.9213317756902,0.230487425332041,1,High School,Own,Debt Consolidation,0
24.348863369246274,34661.75280288028,1.7272543627868175,29490.342281813526,518.8961849457307,0.1302437519661089,3,High School,Mortgage,Home Improvement,0
31.947752956453325,26981.996690595483,0.075937991986967,7176.8898356661575,850.0,0.2707169406395668,4,PhD,Own,Home Improvement,0
28.904877978407168,21270.45002933533,3.704019455567492,79990.43263951414,630.3678447564132,0.3475866864491544,6,High School,Own,Business,0
33.13028697014554,14783.356280905813,0.10574419996048692,4654.117815984346,674.7580976468223,0.2592658179662028,6,Bachelor,Rent,Medical,0
35.56649924897107,26642.425096396088,0.3746363659107017,9898.62498412686,741.1933769111457,0.47731288024126106,5,Bachelor,Rent,Debt Consolidation,0
40.29692754356731,31112.04880974902,0.21534852945549052,6115.125576972552,453.7104793460068,0.28806073326238124,1,PhD,Own,Personal,0
34.29501221940909,23655.341061090025,0.1622620539321501,4296.399935732259,585.9962668168391,0.0685754994441655,6,High School,Rent,Debt Consolidation,0
39.86501643826202,49111.61911955557,0.05204098203631144,18978.08707447618,643.1925259966283,0.10579293482417682,1,Bachelor,Mortgage,Debt Consolidation,0
35.6447441481012,27717.48329718733,0.11319935774664794,3346.1196649202334,663.0719711711448,0.21391847684518875,2,High School,Rent,Home Improvement,0
18.0,34780.20245064759,1.1683674077804664,4718.000634349254,519.6393157930335,0.6401764815919364,1,Master,Mortgage,Personal,0
25.606646061812455,23547.682990005804,0.5829846979759044,12952.651136389528,682.6337661314274,0.3840255170760606,1,PhD,Mortgage,Business,0
33.55912444278385,30879.018726075603,0.27057875032730366,14705.379361122164,653.3740403938549,0.26515696832559976,3,High School,Mortgage,Home Improvement,0
22.903052571588923,14788.562895361107,2.150019326487815,2661.0915187929722,816.7317649025928,0.17044610261902982,3,Master,Own,Personal,0
40.99928729996205,17514.787767862545,0.5126560064578723,12904.630870912051,750.0290789005707,0.10715437655724035,1,Bachelor,Mortgage,Business,0
50.30750832343698,26230.595529539893,0.038261982691628005,8983.27622704011,623.0744212724662,0.27438842876970293,3,Bachelor,Mortgage,Medical,0
47.18761851697317,26135.497866865713,1.0840127388950451,3888.665480877453,630.3930513048664,0.427913317640945,4,Master,Rent,Home Improvement,0
32.86557129069792,28390.387866960293,0.7433828059460923,4310.868934592243,751.4496770322888,0.16187420668869773,1,Master,Rent,Personal,0
49.90726136849952,38184.93885887154,0.767224554146591,1592.7842391488293,678.3624288650445,0.13092901587035258,4,Bachelor,Own,Debt Consolidation,0
36.486674572021116,10802.300655596071,1.1785476417948735,32014.8629852226,512.886658931377,0.20669706371558852,5,Bachelor,Own,Debt Consolidation,1
31.629140288819606,13531.47491844144,2.2107537976842107,18257.593085869914,850.0,0.3785236418514339,3,High School,Rent,Medical,0
28.8659733645906,24705.627249563666,1.9167224277258528,2889.052844312444,551.0131307084698,0.15994991613745663,1,High School,Other,Home Improvement,0
31.975303135118715,15333.851567283004,5.537563469287407,15353.920663716199,850.0,0.20035352705828302,3,Master,Mortgage,Medical,0
31.118231814587713,119238.87591225131,1.4584470167751826,5119.346764525456,692.7954922079643,0.7343117358306717,2,Master,Rent,Debt Consolidation,0
36.70416222375488,28505.713207425302,1.2794779053986534,16845.661570703673,586.4558710327395,0.12065397725633815,4,Master,Own,Home Improvement,0
36.60573981049865,21180.465041223604,0.48010754112001736,5448.748044553664,413.2967315881224,0.14429971078327067,7,PhD,Mortgage,Business,1
35.03046020153415,17022.05888636891,2.8161091234270037,6059.101034477392,727.6764469248366,0.45948205612173676,2,Bachelor,Mortgage,Debt Consolidation,0
39.369381697463496,17325.225821505304,0.30345072441167037,6433.810058222909,494.96894143807987,0.45423692509066,1,Bachelor,Own,Home Improvement,0
46.906462747863415,22360.925798933513,1.3511367534327938,4789.185942896142,685.7294558368219,0.28796497493569206,2,PhD,Mortgage,Debt Consolidation,0
44.495541354413234,23294.928765390378,1.094018860394147,24820.298870043487,843.3632702522386,0.2038023491657552,4,High School,Other,Home Improvement,0
20.151020315500965,17529.674816922623,2.147649381106226,16627.63907808975,536.2321134769885,0.09719280053255568,2,Bachelor,Own,Home Improvement,0
18.0,19214.56524135382,4.992860867488431,8848.107122539546,723.8055412073006,0.35828376745022855,1,Bachelor,Mortgage,Business,0
44.34319911239274,43137.254988799505,5.859723960421005,18391.695886115955,568.8400385142112,0.313820563297231,5,Master,Mortgage,Home Improvement,0
21.33121301584579,44013.53509208205,0.36736320366371095,2204.690968686955,763.3149536768902,0.43432433911901414,3,Master,Mortgage,Debt Consolidation,0
32.75234598107316,24984.651866160893,0.6071276266451042,3032.7739573279555,656.5822679954805,0.03220723039944644,4,High School,Mortgage,Medical,0
23.298869739406406,11264.034445182266,3.3387508153771495,11844.795003835221,648.0936602146445,0.3123675462672148,2,Bachelor,Mortgage,Personal,0
18.0,28832.300370787776,1.4607835069190307,14594.926461206687,770.7288311475221,0.4046757423324176,2,PhD,Rent,Personal,0
40.41462728204788,47912.95570354612,1.2067393496397754,10132.72979252858,712.5292441150227,0.18324760678210844,5,PhD,Rent,Business,0
42.59155160302647,43690.700314182715,2.4800668348910313,1796.9467613460035,569.5310961475504,0.6552904399574676,2,Bachelor,Rent,Personal,0
29.234895992732806,31799.72517403037,1.842229460368258,3463.8375797835624,828.71134217543,0.25676495785348796,1,High School,Mortgage,Home Improvement,0
18.0,44855.94795986641,7.061295102244287,11308.087913142197,496.4173515980476,0.1547751013135322,4,Bachelor,Own,Personal,0
29.537555517475173,22622.3161027667,1.7540181771555887,56453.79705716545,677.5697095647624,0.32304628916334205,1,Bachelor,Other,Medical,0
38.91804005402547,30153.355361953367,1.2546208537842378,21468.244709760165,567.7135309110703,0.12491864885413918,1,Bachelor,Rent,Debt Consolidation,0
20.210884312258713,15671.706265795357,1.5653446451634034,28619.49588220581,501.2775292442135,0.1240958797898633,3,Bachelor,Rent,Business,0
36.83359919779156,25492.325576819527,3.3061508241368958,10633.666562205444,536.5818990200279,0.2664730305717698,6,High School,Mortgage,Debt Consolidation,0
34.846901508270044,42820.280893338124,1.896982583417016,10572.301400464487,645.076048015937,0.28765820475876364,3,Bachelor,Mortgage,Debt Consolidation,0
40.792914996010886,16404.1280787425,2.0828469351056675,3544.7099855900915,684.9726764148568,0.09102821883639395,2,PhD,Mortgage,Debt Consolidation,0
36.19580368414153,14318.079025723375,7.111417855749149,17351.906124798817,755.8931831199418,0.39121037063722947,4,Master,Rent,Medical,0
25.269310591184443,23126.73229228925,1.9267410124227937,7642.305762233738,797.6036509393675,0.1486274903618535,3,Bachelor,Own,Business,0
46.965715016644914,19666.439791700934,0.9569919695405443,14103.607579899573,677.7687147104036,0.4892110579865823,4,Master,Rent,Debt Consolidation,0
33.4147042697303,30472.315459257818,2.3509393253986377,8304.468997413582,605.6806721129192,0.20921194386374636,3,Bachelor,Rent,Home Improvement,0
34.72695460490068,17559.84845499816,2.1544418304149704,10130.38639148008,753.901730700459,0.15485247196402044,3,Bachelor,Rent,Home Improvement,0
25.66732040926804,52011.48340014475,0.0278888168674225,7553.886718713844,588.5358515757745,0.32338288929029513,5,Master,Own,Debt Consolidation,0
30.567177488084898,11558.333269815083,1.2597037267073559,9698.240519133571,490.4385470968651,0.20206315834019176,1,Master,Rent,Business,0
26.15197285973099,41227.77229645467,2.7166083567068107,18034.849457046577,743.9011512442671,0.17861065374845753,1,High School,Mortgage,Debt Consolidation,0
33.27053940076577,15026.572094539048,1.3824638625272216,2942.5045244214602,782.3911851813493,0.6582608342392384,3,Bachelor,Rent,Debt Consolidation,1
52.11708480142343,10000.0,3.024814208750693,2454.4600053523945,567.8188351926267,0.0762304240217173,4,High School,Own,Debt Consolidation,0
21.280988570686436,24808.39984353625,1.1988900273864174,11392.285127777195,846.0823163499,0.3142439212155252,3,Bachelor,Own,Debt Consolidation,0
18.86438602123259,19393.55371290039,8.187281336495484,25654.11940595629,708.3052318835872,0.19072153499783098,5,Bachelor,Mortgage,Personal,0
49.711703274936085,12647.252995249602,0.6931425713333637,31388.463296372764,693.3961977964893,0.06286252370946023,2,High School,Own,Personal,0
32.90676322848134,10000.0,0.19329188099245614,3042.612577534742,598.3313901199064,0.30249518670609626,3,PhD,Other,Personal,0
28.309272613400836,21934.578693323485,1.124279244293971,5870.534305000027,751.7288768243562,0.24290383223415155,1,High School,Mortgage,Home Improvement,0
45.39904687396076,35879.39469655951,1.5605019594542107,2481.52308157258,497.5621872857214,0.5293705751748038,4,Master,Rent,Home Improvement,0
28.94384460263136,29509.772142549755,0.8587792564377766,5216.128290578042,616.0209554423295,0.39499592595856403,3,PhD,Mortgage,Personal,0
53.260097135469366,22659.927257837593,0.5548857715748446,19896.08934430774,576.6836764037777,0.20218518344310166,6,Master,Mortgage,Personal,0
41.77925871339269,27984.995950106448,2.229841247520073,8019.942835991339,519.1067249852613,0.24097530801381697,1,Bachelor,Mortgage,Debt Consolidation,0
30.120885918542974,21728.780124223646,0.9468191653913117,6008.321694096982,736.2987455315656,0.5055195746733362,3,PhD,Own,Debt Consolidation,0
56.57308213265503,10776.659084567096,1.9959157156970926,12532.350312605022,684.1138476590899,0.1698556343184824,4,High School,Mortgage,Debt Consolidation,0
28.942850769966615,10824.344614993386,3.01983185312622,4289.641011649203,730.4691505194157,0.11346822918504598,2,High School,Rent,Personal,0
42.42095372009307,19898.82045838115,2.862605443845769,28980.6223820561,622.169999107648,0.49603932245901267,0,High School,Rent,Debt Consolidation,0
37.99292580406492,20326.350080136628,0.9409972975295785,8150.446400424809,748.5079551973082,0.12717983203263175,1,High School,Own,Business,0
48.01741289398798,33708.029068481774,1.6781882746980998,5875.606722717426,657.7141756315197,0.369268596735147,4,Master,Mortgage,Home Improvement,0
50.615111967268525,32165.57666064887,1.1944315672936516,12958.139309959764,602.7853666027552,0.2007952694270269,1,High School,Own,Home Improvement,0
35.320041490657665,29809.02586110824,4.092868688215248,17178.75849145436,586.1111234435627,0.25362118445941995,1,Bachelor,Mortgage,Home Improvement,0
27.465821296538167,19146.182806021265,4.219941376210108,29050.186787433617,451.709623337513,0.06026845877098377,1,Bachelor,Own,Business,0
39.59972142939117,11044.346145311512,0.8424012781663689,6850.143466102156,766.4371303416937,0.12289980586186047,2,Master,Rent,Debt Consolidation,0
28.22284630247894,27066.05310074443,0.19244357571863646,19319.01683772172,755.0905168934758,0.1471439323778658,3,High School,Mortgage,Personal,0
55.13387247526623,28640.717027313774,0.366842282208169,8786.478542383598,850.0,0.3554441196652231,3,Master,Rent,Home Improvement,0
36.36535331082737,10000.0,0.9145752180464781,4968.612888333253,616.5380295342885,0.25518234632856396,6,Bachelor,Mortgage,Debt Consolidation,0
31.346784486878914,14513.447417119036,1.6613729815357543,4352.696324611542,583.3206397724873,0.07632259845966749,9,Master,Own,Debt Consolidation,1
36.84680305864909,15591.36962998627,2.138808130488525,3369.1415066553895,479.8564777409098,0.22994671274036377,1,Bachelor,Mortgage,Debt Consolidation,0
21.528737104703033,23369.22116166164,0.8050520018944679,4476.715015104733,745.9966343799072,0.24807256501711067,4,Master,Rent,Personal,0
25.283859614893487,14739.99436746127,2.2022255422846446,19782.74352258462,722.9826434545662,0.10595382822191901,2,Master,Rent,Debt Consolidation,0
47.00413907944426,21610.459565021167,5.552871703483708,14262.196030263567,805.1779919298436,0.5445011556274827,3,Master,Mortgage,Debt Consolidation,1
28.431057210286042,19825.66381794137,2.1111867906895014,3001.9899825019193,558.3357980578094,0.5026620703313927,1,Bachelor,Mortgage,Debt Consolidation,0
24.5308901731806,20341.639360806377,0.3452935680706674,2003.9735506276306,721.6365564465175,0.32197993350032184,1,High School,Rent,Debt Consolidation,0
40.36652752527286,15395.073785194676,1.7334251516353485,3328.1287076364233,597.795942365468,0.014828887163809533,3,High School,Mortgage,Home Improvement,0
46.85704154662997,16002.615761711637,1.5613159831115178,4352.958611219745,784.3716193947516,0.3097689988734986,3,Master,Mortgage,Personal,0
42.18953310665067,12834.170588084558,4.091241701775522,6357.48050947415,703.6215121492282,0.25288615420644484,0,Bachelor,Mortgage,Debt Consolidation,0
44.960476858058165,26636.393071854636,0.8624985272094902,20708.319741964748,494.4305968992527,0.1947788763636624,3,High School,Mortgage,Debt Consolidation,0
27.432049114305393,29306.110252242997,1.0996375071664721,5228.221871283679,636.8802960322056,0.5612565682145647,5,High School,Rent,Medical,0
20.78189333258156,14983.29248441237,1.8258879544533169,31082.491586426102,455.1885797623587,0.0321119892049485,1,Master,Own,Debt Consolidation,0
50.01333651955487,47113.74427796176,1.4864626724672823,2112.949433402301,533.6718287731733,0.3540968297214723,3,Bachelor,Own,Debt Consolidation,0
31.773201611578642,18820.44910964594,2.538919318194044,6130.882504357868,539.7202514506331,0.3882170007211285,0,High School,Rent,Debt Consolidation,0
32.49166983544953,47339.144518556495,0.08245455100536402,15190.70391664574,585.9058550735724,0.42900981460912035,8,High School,Mortgage,Debt Consolidation,0
48.281941418490575,15977.494432797057,1.6580072071800493,15958.776407900446,623.7314215995356,0.20192007026987227,1,PhD,Own,Debt Consolidation,0
40.5623000940066,10000.0,0.25947011396305825,6194.572812646749,666.4583095076077,0.16941234263925678,1,High School,Mortgage,Debt Consolidation,0
39.55887772081608,26932.766570796663,0.7572831716817706,18059.059460710057,661.4545700794325,0.47460985815494644,3,Bachelor,Own,Business,0
56.65002344901084,24941.10569764655,2.167212064902944,15518.019157783736,647.6140170599823,0.1873112162836744,1,Bachelor,Own,Business,0
28.56481769619857,22408.52840286592,0.3425595657622711,4695.257672931908,683.2385428048093,0.4019312986227282,4,Master,Mortgage,Debt Consolidation,0
44.278401280812375,15976.653203014519,0.7387731784554904,10424.799092258925,525.0205358659122,0.21925244526358237,3,PhD,Mortgage,Home Improvement,0
35.570131248970846,21648.985804098542,2.4280899362919777,14226.911517018021,657.3178714504818,0.13395920854417212,1,Bachelor,Own,Business,0
37.68592278863257,17057.926483354302,2.104250936185655,4971.9738140919335,793.4459026518347,0.5082831409671693,1,PhD,Mortgage,Personal,0
50.28468426412532,18936.095923207784,0.1909076525033873,31428.184354662462,633.4197173136082,0.2557101016463041,3,High School,Rent,Medical,0
40.07835756289624,33550.804722595676,1.7220360757095134,4153.515830791213,699.4672765566467,0.36155868885553716,5,Bachelor,Mortgage,Business,0
40.38296079049633,24151.66533719311,0.31858818016960816,9093.128584201027,690.1624711693346,0.0977719238035318,1,High School,Mortgage,Personal,0
45.72507337309802,29880.927920454702,0.5814303452112672,2981.4890826651113,736.2268430602584,0.34776101004637916,7,High School,Rent,Debt Consolidation,0
31.350472704571146,19615.311646448026,1.2294532198728563,8801.59433889064,678.7138899737381,0.3280234501247168,1,Master,Mortgage,Business,0
26.607903326609936,18564.219552835548,0.23160035805407297,3450.7311915301475,734.5365228699332,0.06963050544146021,5,PhD,Other,Home Improvement,0
24.551908059789664,12372.836384757671,10.117646173804037,6404.119197608481,700.7291379177443,0.8959512010336933,3,Master,Own,Debt Consolidation,0
18.0,18305.954963106575,0.3615324803818441,2277.245667122,715.7285008694083,0.40317144787044235,1,High School,Mortgage,Debt Consolidation,0
55.56207129940322,10000.0,3.0402241922487714,15365.049870199855,694.2127642278372,0.5745843911243865,3,High School,Own,Debt Consolidation,0
23.96791634278317,16397.579588399345,3.5420186410409684,10775.432353623919,549.3210652170641,0.30597582966956016,2,High School,Mortgage,Debt Consolidation,0
32.78746376414228,21142.97359198052,10.392955245641065,19339.955013318424,532.9235653307396,0.3815033053188886,2,Bachelor,Own,Debt Consolidation,0
32.23186700111079,29197.455006172077,1.119517858842292,6134.9417861392285,614.6772541495737,0.1574098443332754,7,Bachelor,Own,Medical,0
38.07406697809101,19257.599889111843,4.144447626754751,20071.935879266235,805.1640528176349,0.27015488334527377,4,High School,Rent,Debt Consolidation,0
43.15737212539297,26208.43989107363,6.31835922151188,8361.755869951217,632.8346956072681,0.40752885556427015,2,PhD,Own,Business,0
43.60473488359745,10000.0,0.37964518646286144,8870.921572034416,680.9559484758663,0.3969879028504625,4,Bachelor,Rent,Debt Consolidation,0
29.169225614310616,21409.31900824743,1.3056852217502755,43969.11173172377,453.2693677477405,0.2539864329100914,2,High School,Mortgage,Business,0
33.32878286213589,10000.0,0.12377382641138257,5498.657376459906,669.3741900668106,0.1716757484606922,1,Bachelor,Mortgage,Personal,0
37.825799504882994,12038.296741111128,1.93898227689035,21632.82735504972,658.590801841663,0.5565545586624123,1,Master,Mortgage,Personal,0
32.51308873816453,20058.679384388142,1.7417083545761418,11893.507624420146,382.6681042173595,0.6177855395479088,4,High School,Mortgage,Debt Consolidation,0
51.07345576019993,41694.81226516992,0.45662950959643583,5128.026089295103,679.0888941970788,0.28617876749400506,0,Master,Rent,Debt Consolidation,0
39.90974951638251,26518.64585535567,3.1980126115989314,2828.345774149728,484.90194433447675,0.30946681358132355,4,Master,Own,Home Improvement,0
42.348777860498174,22228.165914162102,0.07596190729372782,3545.8456566222317,577.4650835087923,0.15146284972116347,2,High School,Rent,Business,0
41.628812686674124,21812.419868038513,3.2821391616719042,20021.056791887597,749.4472013274943,0.24420280874377367,6,Bachelor,Mortgage,Debt Consolidation,0
46.73473857485325,15416.375280935505,0.05401342299209699,32452.07359974644,665.7451526837732,0.235521813055682,4,High School,Mortgage,Debt Consolidation,0
36.81021558703707,16781.095992838564,2.1390517326773835,8718.059193414449,605.1549909030236,0.270489077345018,4,High School,Mortgage,Personal,0
22.031680520441533,27273.969352703974,0.164090035400223,9091.59291594527,596.5924800652796,0.06516905928172316,5,Master,Mortgage,Home Improvement,0
38.996879517526416,11018.37641155501,0.5786348693554194,15080.574633793834,608.200776636683,0.3616213470365105,3,High School,Mortgage,Personal,0
28.48643106208171,29629.53731853716,2.559645041469634,8592.47091236216,666.0888954490799,0.25196451995654406,0,Bachelor,Mortgage,Personal,0
29.713833182502434,18137.67356306841,0.6581328935596927,19531.035244490155,529.9357142604139,0.21482312317070543,5,Bachelor,Mortgage,Personal,0
40.863640187550935,33282.21793629152,1.4314967431384944,10232.229785385925,762.4417468146664,0.04970932207571171,3,Bachelor,Mortgage,Debt Consolidation,0
47.38283071433636,35615.874437465376,4.936058228576634,9031.132473740812,535.2436321122452,0.09541420941976962,3,Master,Mortgage,Debt Consolidation,0
35.21271576736061,10000.0,0.10181695590216314,4631.470605401426,477.2942467160381,0.6408051673862339,0,Bachelor,Mortgage,Debt Consolidation,0
38.088330125989636,16468.58026838089,3.3328610842940662,3803.9159810520564,749.115313194707,0.0844552446608571,1,PhD,Own,Medical,1
52.02214944635238,14360.492749272433,0.13499939915028825,1000.0,606.3078675940532,0.4702124922598918,2,Master,Mortgage,Business,0
37.407531794885685,10000.0,0.2711694999821352,21748.355836894825,657.0459590659102,0.5288243171617012,4,Bachelor,Rent,Medical,0
61.01683114180395,13144.166958490508,0.25411985023246925,7206.324742205733,715.4631017009501,0.328026915713725,1,High School,Rent,Debt Consolidation,0
40.65509645631544,74654.63737705177,10.266379975674536,5882.176492630937,578.0563052105447,0.4723337741191319,2,Bachelor,Mortgage,Personal,0
18.0,29874.33256626884,0.39735636647781863,1700.4261292392498,663.7145752353412,0.3742564593126901,2,Bachelor,Mortgage,Home Improvement,0
42.53341621104533,57448.48914380939,4.541433574880589,4855.7060006455995,714.8214981588537,0.17812952854244327,4,PhD,Rent,Personal,0
38.81158384882778,33341.20238558522,9.406043031804327,4370.579261279613,814.3234885874975,0.14978869185092444,2,Bachelor,Rent,Home Improvement,0
47.897527540827454,15200.421238289988,0.9683179555855753,4290.598575233455,598.8941107501207,0.3501449165882797,4,PhD,Rent,Business,0
41.73181351269958,18198.863055998867,1.9941803957478266,10575.221131987617,603.7052799641166,0.1828125206138025,3,High School,Rent,Business,0
33.615440160162265,29561.203561616323,3.0200111513878727,8935.6023730011,706.3326619325328,0.24928010891473779,4,High School,Mortgage,Medical,0
22.757017637106344,27412.464610769715,0.9972839002526683,2727.0160082423176,670.8592964058838,0.4910284573248984,5,PhD,Rent,Debt Consolidation,0
32.90976742713975,16503.520357732752,0.35303082741918285,2869.0238245410737,636.296424050517,0.15907201522173578,3,Bachelor,Other,Debt Consolidation,0
26.494795457907,10352.708079997827,1.13748421606415,2864.8095668765873,809.2689982508587,0.39172431778939404,2,PhD,Mortgage,Debt Consolidation,0
29.194765501952773,113991.6630650811,2.9558339726631657,34489.867700851006,481.75627306884223,0.5169026666187264,4,PhD,Rent,Home Improvement,0
40.8857840442061,20525.538367711575,3.035201720726583,26747.013546050744,507.8254549542138,0.17080845600990924,7,High School,Rent,Debt Consolidation,0
51.69904504351406,18715.9345207396,0.5241294783037295,4097.61673985728,482.9118060244614,0.3196687599433253,4,Bachelor,Mortgage,Home Improvement,0
38.94671529822981,23310.68765334442,0.38466048979491746,1666.906085953645,770.1679960999975,0.44600169416323576,0,High School,Mortgage,Medical,0
23.041169379648156,19509.088352700208,5.065524194810992,8977.128952419094,701.4723321220451,0.0370607646644868,1,Master,Rent,Debt Consolidation,0
39.446026682201406,23420.44069128436,0.08999270374181065,8413.157202069728,512.9254916133189,0.22440706466908494,6,High School,Rent,Home Improvement,0
46.966314866456514,41918.1272265672,2.654078111480704,10441.396215283252,637.6966608650773,0.12185345263318671,8,High School,Mortgage,Debt Consolidation,0
28.902170956806177,20696.621640412774,0.09506681787262519,14663.24224949429,647.2324406661031,0.16638549833318586,3,Master,Rent,Debt Consolidation,0
33.65982833327082,12315.88018181177,3.63908432800718,11630.231639389815,429.07803807964194,0.5205999060758678,5,Master,Rent,Home Improvement,0
35.14688194729197,20316.28586518766,4.716508808724447,3317.1072597577145,668.8277127945714,0.31276441431135305,4,Master,Own,Debt Consolidation,0
27.1510168691776,17462.292297542343,0.7059895174963149,10252.049027716072,532.2453937866692,0.30142068535177824,1,High School,Mortgage,Debt Consolidation,0
41.48280433843859,44889.0634628515,0.15362309461784146,16043.496761818426,720.6668546891003,0.05358358030712112,3,Master,Mortgage,Personal,0
33.79051851392219,39559.436140785794,1.3104875013924062,4540.528171471707,535.30587542202,0.044275509554232505,4,Bachelor,Other,Personal,0
39.195324439070276,23243.074605523714,0.7089633781786632,10300.679830540106,671.9159820521029,0.4326421623884659,5,Bachelor,Other,Home Improvement,0
26.125078221979,11621.731999250806,1.0796032820350379,5207.084733486306,779.4570232789852,0.15167147284862,0,High School,Own,Personal,0
30.625416996765896,11932.891623916606,2.187162651355893,40012.04355900399,747.4560081013227,0.17018223376129407,4,PhD,Mortgage,Home Improvement,0
42.22381357827771,22193.65310453788,0.4710043002067317,2803.259955943369,700.716488371715,0.34407958972208796,1,Bachelor,Mortgage,Personal,0
31.27166847908233,26060.120761845614,0.8830704760143123,20429.988996634052,641.8664423558254,0.19876418148088282,6,Master,Mortgage,Medical,1
52.269638512334055,18264.025608471697,3.051687562851526,2128.876789747636,499.9895762913154,0.1496647432471827,8,Bachelor,Rent,Home Improvement,0
31.003638143853976,17325.16257576096,2.0643121833781977,34011.09752625983,606.0904159700525,0.20468251380804767,1,Master,Mortgage,Debt Consolidation,0
37.24684725751886,16376.462727932385,0.7898679844150069,3251.1392295158817,627.3993830727093,0.6267049815997843,5,Bachelor,Rent,Debt Consolidation,0
44.325908318730896,21770.323627593625,2.1830842838841202,9430.809690447531,620.2177656516745,0.1883262692170754,3,High School,Rent,Home Improvement,0
20.816342670669684,10000.0,2.8990044779235644,2200.9523909394393,496.64777576803635,0.35563312754626036,4,PhD,Rent,Business,1
18.0,12699.738549930704,1.7953579255245715,2751.8126153503326,693.443474482387,0.46685953657633056,2,Bachelor,Rent,Debt Consolidation,0
19.743436854299052,16098.390503945682,0.5475500045395563,16617.267392919963,531.9084327674714,0.21224625126552918,1,Bachelor,Own,Debt Consolidation,0
47.62584103427182,40285.689977765716,0.0004906412012622213,18444.65395927188,804.6108943605655,0.8082953392698338,4,Bachelor,Rent,Personal,0
29.481418541075534,14663.155224196735,3.2475717781265767,9813.233843510843,664.8021185318695,0.3189740959967666,5,Master,Rent,Debt Consolidation,0
60.58199285668252,24106.43438842465,3.4590747551926704,14659.814654081409,747.9262628014453,0.526991802873274,1,Bachelor,Mortgage,Home Improvement,0
29.357524013426115,24668.2279174402,2.3920390407018335,18692.973697300946,745.8593140345341,0.3553736326023148,0,Bachelor,Own,Debt Consolidation,0
36.84551303197037,42148.66341941799,0.15934423733008263,4687.517993855857,850.0,0.36147373529928556,2,Bachelor,Other,Personal,0
50.421099525678756,41410.456628204985,1.760025069606614,2646.0701407580164,668.1881005239053,0.43009815476336105,2,Bachelor,Rent,Business,0
55.06092888159123,21402.189644295977,3.440969923548448,8014.73732064735,610.9938750190058,0.23373704400554887,2,Bachelor,Rent,Medical,0
55.615035766363974,17365.79297740887,0.9875054641177374,5106.344429089322,612.9214808555083,0.3782037449756975,0,Master,Own,Business,0
47.083662305931426,15805.028827357468,0.4412951732052855,11057.864620642049,799.6102641339802,0.4420611202202537,3,Bachelor,Mortgage,Debt Consolidation,0
45.240625258114626,19525.34001246683,1.7716554404144975,12561.889789736328,517.9764584077366,0.17508817806487686,5,Bachelor,Own,Medical,0
40.92526949201183,17729.466756460173,3.5009275203626045,4697.000382888087,562.1875421806818,0.4034062476823138,0,Master,Rent,Debt Consolidation,0
42.78361076166638,29051.16034986607,0.10020896830416542,14232.549437356607,673.6991760731463,0.3351589877716622,2,High School,Rent,Business,0
29.488142836714665,27177.777338683074,1.8173953502647544,13674.809556040182,634.7202545977505,0.31327847940244147,4,Bachelor,Own,Debt Consolidation,1
26.81801116577693,29610.982312553922,2.061012874834945,14452.953442082282,746.7644457705007,0.21722659757093007,1,Master,Own,Medical,0
34.96625542589048,41342.316034293704,1.8444518172244213,5847.480118143132,516.1306762520578,0.13296010562723326,3,Master,Mortgage,Business,0
33.298153774750716,55906.423366050905,2.099836739614781,15122.481125344157,643.3053992366802,0.45848033615501443,1,PhD,Own,Medical,0
30.46771950672725,23443.10490424313,1.9959524926213439,12283.372831570276,631.298825748134,0.2706969449203131,0,Bachelor,Own,Debt Consolidation,0
41.963874474567156,38167.20376664527,0.2794528214676327,13523.006725420804,542.775602933418,0.22773363495160082,4,Bachelor,Own,Business,0
44.553052085705104,18474.929098009445,0.5355936081184979,31015.143074497675,737.8660120632912,0.137422857716696,1,Master,Rent,Business,0
35.884068862918475,39835.09122133989,1.9298803396592739,10532.482706567185,640.8215710371915,0.2028063208138278,5,Bachelor,Rent,Personal,0
49.77530081055262,37449.722483142,0.035703112466572255,4986.204214380504,636.5925389152721,0.5841815539278514,1,High School,Own,Debt Consolidation,0
23.58310885866495,36468.6397369933,2.014316443092102,3333.0276536580495,567.5296542731564,0.11154625042773851,2,High School,Own,Personal,0
33.06340540720282,23087.229787519118,2.189559028990289,19977.240468917804,613.0134417214613,0.37286885091302285,3,High School,Own,Business,0
27.83177679397195,15769.309889109043,0.5467031850295943,10784.294490001796,547.8372411079434,0.27655710754496216,3,High School,Rent,Debt Consolidation,0
18.0,10967.984204173206,1.8232673344721488,30823.035357984776,736.3766385364427,0.5422343041528235,3,High School,Own,Debt Consolidation,0
34.17319314157301,21589.910892437485,1.5275258537799559,1597.7605108476996,753.2815996755306,0.44681084805977533,6,High School,Other,Home Improvement,0
33.78252491616716,47406.10378008689,0.6040801085108968,16789.914709662196,818.0061524802252,0.306205655471157,6,High School,Rent,Medical,0
50.13449743242131,18865.262544514262,1.2434175812503891,6575.396317554093,693.4053376921452,0.29281011362112047,3,Bachelor,Own,Debt Consolidation,0
41.30811684554777,32616.16465351589,4.807564782918599,6106.952798397279,616.0781406686881,0.2172150239049113,2,Bachelor,Own,Home Improvement,0
24.75813175670795,33589.7318740387,1.1123531492402179,4394.696394050338,603.1036776904313,0.15238179121701692,5,Bachelor,Rent,Home Improvement,0
53.54092566334188,19113.62842191426,1.98766243686203,16641.532560206517,699.064804374032,0.09954945754137984,3,Master,Rent,Debt Consolidation,0
47.21033695525353,42538.82293472008,0.07198157772317788,13237.764116135004,670.0863554560914,0.14972709157466063,5,High School,Rent,Home Improvement,0
40.82097703468616,10000.0,0.16198656418376936,3248.9735022366317,632.5791853658121,0.45433641859366725,4,High School,Rent,Debt Consolidation,0
32.73515901150168,11951.65283838535,0.16960887898098312,9245.915360579189,623.7921423124193,0.3235883033490241,6,Bachelor,Mortgage,Debt Consolidation,0
25.405607632765204,13935.34715171638,3.012326012935947,14255.40574865626,767.1190420772491,0.2132083846329815,2,Bachelor,Own,Debt Consolidation,0
31.27793223928947,14619.952562015244,0.8623564339762035,9343.2405101136,606.8152656182958,0.09942876685980279,2,High School,Rent,Home Improvement,0
45.88748619704186,26059.338733651613,0.5165357221436224,19658.640485667187,784.6675926836042,0.42883775402583224,3,High School,Rent,Home Improvement,0
53.84586305934609,25463.94735489015,2.7512989862089734,6425.110865136122,668.2136194000205,0.09165897778265715,2,High School,Own,Business,0
50.43243528272189,26822.471020359062,0.37256292389379814,1334.7694529699472,613.211918341738,0.42305973265043695,3,Bachelor,Own,Home Improvement,0
30.111505782137257,29674.422161811,0.5660326813729312,9408.549240735678,571.4730754690909,0.08287425370424556,3,Bachelor,Mortgage,Personal,0
23.803825667109887,13697.213752836038,1.1275087315385508,9362.808852422182,634.5475270067251,0.050288992002629596,1,Bachelor,Own,Home Improvement,0
36.40886246911204,11979.01881740672,0.8052524900354987,10393.638313751284,700.336567055156,0.16729815577911672,1,PhD,Mortgage,Debt Consolidation,0
18.0,26853.72545607773,1.7608445849257388,19645.10110092671,612.2987041606006,0.19984891398419394,5,Bachelor,Rent,Personal,0
38.23167714184781,16072.804531129175,0.8244979906756967,1699.3980810316598,735.0335552980441,0.40155472812517895,1,Master,Rent,Debt Consolidation,0
33.52397413701331,10044.318972759875,0.9982936275274933,6695.650105407163,607.3041163571633,0.3519688330761084,7,Bachelor,Rent,Debt Consolidation,1
30.339634981317577,35798.88913900892,3.9738940369573905,3873.3449992923815,637.5215417608867,0.13224189459002447,3,Master,Rent,Medical,0
19.052969327332043,44247.35847841347,4.317513981292254,3082.7449281238323,521.3305597508503,0.15725592933748558,1,Master,Rent,Debt Consolidation,0
40.136001065697165,47981.96282784962,3.517166174284116,7647.704377003498,705.9476836804362,0.34674099771248507,2,High School,Rent,Debt Consolidation,0
29.672991603380886,24185.386370076714,4.002457867488457,14206.538910097985,623.2824306430435,0.43363994795461547,1,High School,Rent,Home Improvement,0
23.30083164289712,30120.64355298244,1.6866785355107081,10308.84232289569,807.887050733589,0.19174402280526104,3,Master,Own,Personal,0
18.0,43692.60355311463,2.078234763368655,4674.9888748250605,720.4810017268284,0.2569944292742263,9,Bachelor,Rent,Debt Consolidation,0
34.724850949493636,15983.17850904439,1.6291529610286166,7212.873686049954,658.4499773727646,0.4802793431748657,2,Master,Mortgage,Debt Consolidation,0
52.72251596669744,38381.80668374253,3.0797125464370314,17050.199025675727,772.5176021026908,0.05398595914455055,0,Bachelor,Rent,Business,0
51.6125921454787,25278.21197877247,1.6014669462290172,13995.671693526525,690.5108849422107,0.10081953835167852,3,Bachelor,Mortgage,Business,0
30.429037434137282,34782.018629366205,0.23548924302768834,5207.129323989894,750.8260120854771,0.2754690284713916,2,High School,Rent,Personal,0
28.977879396382193,24174.327705414005,3.3170475054198376,4944.360432375565,563.7628500342723,0.48017602083650096,2,High School,Mortgage,Personal,0
39.68774256075024,42113.69884030518,2.8591150881476812,2052.497598975038,696.1188858241118,0.28227471661751363,4,Bachelor,Rent,Home Improvement,0
25.016145608117085,24631.019460644493,3.4329395956897697,5747.216520156368,700.272186060301,0.17308554700230167,4,PhD,Own,Personal,0
38.01791899819466,10488.24589218349,0.42250274727607956,2021.0427208458086,495.52589347787693,0.45923891584819426,4,Bachelor,Rent,Medical,0
42.660802783846904,45522.56045170608,0.6338566851969136,42347.12240801266,800.6625464089694,0.3977637858839398,3,Master,Own,Personal,0
47.26933223884308,13714.852237336812,0.7012485645168416,4088.3856908364555,533.9667742295285,0.5049114760349747,0,High School,Own,Debt Consolidation,0
33.99845923520047,41213.82779508013,1.4188805346460598,19676.586084662835,520.1037635400897,0.25600394670584087,4,PhD,Mortgage,Home Improvement,0
32.96326249823034,21054.688781687757,0.28745689069084274,34699.65301487377,365.1314469186245,0.3710913433183862,1,Bachelor,Rent,Debt Consolidation,0
26.220174132434387,39656.315381394765,0.9735078818898378,9633.107351374074,697.3855939826798,0.09074109760351029,2,Master,Rent,Debt Consolidation,0
26.7311964596014,38846.929092497034,0.4021726240529082,7480.0039189372255,485.693457308532,0.05926870123532764,7,Master,Own,Debt Consolidation,0
32.73521108098473,27311.72803183014,0.6151239849189738,2813.2840898360764,598.3080513643024,0.056778165210411825,3,Bachelor,Mortgage,Personal,1
38.67365506816178,28403.500080126396,2.4509897330040937,5411.707291184196,733.7868387473216,0.06984946687473924,5,High School,Mortgage,Debt Consolidation,0
44.13584626233249,27209.3055231074,3.8594400273687794,29236.465811980004,669.2052909692895,0.2775681463674435,2,Bachelor,Mortgage,Home Improvement,0
26.96821049319655,10000.0,0.04634456428145767,10732.181288109661,587.6302739387739,0.3554261854922872,3,High School,Mortgage,Personal,0
49.92688568959522,23368.9876783076,1.6689467228699781,8288.949871392459,490.9320489175535,0.33564551122540054,1,Master,Mortgage,Personal,0
32.28876398957431,12606.500996233115,0.07345196026763012,23148.807986865293,639.2387114588498,0.1817619938935761,3,Bachelor,Rent,Home Improvement,1
34.78632705651564,23994.82765846266,0.17820729946733477,14143.811233839471,735.5275263653054,0.4112598431503947,1,High School,Mortgage,Debt Consolidation,0
27.527883208521764,12438.21325313614,2.442129652644383,7199.029338194062,720.0836446752693,0.29624331168564183,1,Bachelor,Rent,Home Improvement,0
18.0,12179.677089619548,2.6606456629350195,9633.526802534998,828.678083590752,0.1912940393693206,0,Bachelor,Mortgage,Home Improvement,0
43.8404539636105,49141.89707657742,3.3638094059876784,4383.259786513875,584.6541426669694,0.6929618199884094,1,PhD,Mortgage,Debt Consolidation,0
42.36843897092433,37598.660135995866,1.285826639074739,5172.790047221466,518.2966306285775,0.24981017833120742,4,High School,Other,Home Improvement,0
32.18672442881787,21980.88975896382,3.9294773450805653,6870.286563134207,680.9950978844422,0.1811156553732905,4,High School,Mortgage,Personal,0
35.66990717224872,24158.325119568188,0.3650550559490223,12657.141115027658,671.1421228540042,0.35174727964194,5,Master,Rent,Medical,0
40.15939217704099,19458.552840632477,0.5746080575319419,2987.253319189391,649.5140387216082,0.368929807804509,2,High School,Mortgage,Business,0
19.374541431134574,29288.147412430586,0.2889007714229901,8612.692483053504,575.3601990235856,0.1640541204079703,5,PhD,Rent,Debt Consolidation,0
29.709473226537053,15708.744592990171,3.1943988244792267,5931.961849601999,384.6620899817549,0.26814784934946534,1,Bachelor,Own,Home Improvement,0
42.94264679621827,36202.0176132721,0.5192912344853583,3941.263456899931,549.3386737848319,0.09199775261646337,3,Master,Own,Home Improvement,0
22.457105768307507,19408.30952725149,0.3380477114795374,5957.503285167645,705.7068466295077,0.19304257292520483,4,Bachelor,Rent,Home Improvement,0
37.935579321666296,17855.672111556716,1.9516074713453468,1265.0632369042676,678.3963598401257,0.29605863995358184,3,High School,Rent,Personal,0
21.43418195376595,22266.899095936766,0.16042983544980022,4420.150661386227,746.526400058606,0.10213353647541204,1,Bachelor,Mortgage,Business,0
39.66429982433527,16389.998578975916,0.09187904438799507,3362.4007082840158,684.5181909032462,0.2638211845453874,5,Bachelor,Own,Debt Consolidation,0
34.643585177025166,25960.75295294762,0.22570513009799598,6477.352661112657,723.6017242583301,0.5689280937497928,5,PhD,Own,Debt Consolidation,0
18.848681840944906,16836.7403870033,0.0004818260087503583,1307.8870062529727,726.4732021010752,0.35529178719375526,4,PhD,Own,Debt Consolidation,0
46.64739354457171,27840.910019868803,2.38797995936636,9440.027712746876,652.0475170328499,0.22930824838636693,2,PhD,Other,Debt Consolidation,0
27.654084232019507,40457.33615007428,1.652147554344235,16773.21649773295,652.7498753732834,0.255102376735655,2,Master,Mortgage,Home Improvement,0
26.89747562985619,15372.556551969546,0.4711285123805671,7377.2993007860105,359.11375677281734,0.08774085695886105,2,PhD,Rent,Debt Consolidation,0
37.00569197230943,20634.346482683643,0.5305498574293858,12076.702939019515,584.3415916637862,0.228156085541993,1,Bachelor,Mortgage,Debt Consolidation,0
46.48637349428715,27740.961558545165,3.3316842641239814,5376.621892273567,588.6597273929007,0.3137186768063455,7,Bachelor,Mortgage,Debt Consolidation,0
24.84178181021603,17713.30484790016,1.3935881080946302,2336.251733987655,639.1196271859009,0.5124107418771137,2,Bachelor,Mortgage,Home Improvement,0
35.61679849847972,27782.463198033834,2.398158641154586,8114.055282997249,556.9661165356893,0.26219620472113436,1,Master,Rent,Home Improvement,0
39.28816500330573,29076.903106482823,1.2057190076875808,13964.905362432919,743.7564013758227,0.17139236871596406,3,Master,Rent,Business,0
41.93105607263144,37859.26035093725,0.542877494305938,2808.735046295071,561.8490035325481,0.3608351981754381,1,High School,Rent,Business,0
36.76441555277225,16268.80870124829,7.040151079588856,5584.879741942838,760.243264161722,0.8101267867635817,1,Bachelor,Own,Home Improvement,0
31.329721609166775,13747.50153288473,1.6677980169471747,6649.566072574654,553.8844964737382,0.07489634287012865,3,Bachelor,Rent,Home Improvement,1
26.724097793512804,18886.66327654299,0.28078265946186654,79310.52449070758,589.6220204026848,0.28797756093625615,2,High School,Mortgage,Business,0
35.86143883046375,13576.88278518947,1.0420551145560595,9688.519974173969,582.0187646923455,0.5404521567869617,1,Bachelor,Mortgage,Business,1
24.278609880143932,29209.494865379438,0.7989782357617388,1764.3561881597598,600.376599066419,0.24575487163590579,0,Bachelor,Rent,Business,0
18.0,12321.78791971707,0.48181955187373454,1447.6824964953123,767.8637946041594,0.09088477664541257,4,High School,Rent,Debt Consolidation,0
39.365598041576675,70721.73349678956,5.419302641628883,14536.22464304209,617.291537207299,0.3756916793219204,0,Bachelor,Own,Home Improvement,0
44.039348410861955,42106.77490306456,4.255919409413708,59161.45913860639,619.8344204392063,0.14504270825508572,5,PhD,Own,Home Improvement,0
18.0,22165.402024015402,0.44415602970003315,6471.870260877262,575.8203371839553,0.5199206064325371,3,High School,Own,Debt Consolidation,0
24.902692952900622,33985.772036438764,0.8681856650559894,6169.322629514808,624.0206525918074,0.05740940185496409,3,High School,Other,Home Improvement,0
41.191542610051975,10000.0,2.8736213184382695,11437.118352711124,671.6448509493441,0.3797609671747739,3,Bachelor,Rent,Debt Consolidation,0
55.574954697116986,77783.66025658685,0.4676660821100717,4278.5218780193745,628.4839126804975,0.10699120899761351,4,High School,Other,Medical,0
35.20793707675408,16397.639883272393,1.7908443193485366,1058.572206010116,634.9708321479313,0.1350528204211935,1,Master,Rent,Business,0
27.719970587708655,20738.58581388982,2.4065723610441525,18579.451880484605,751.6030393604511,0.5666320472174325,2,Bachelor,Rent,Debt Consolidation,0
33.1710355889516,10000.0,2.122473047256054,4961.454870025368,677.3649452541014,0.2521042275100558,3,PhD,Mortgage,Debt Consolidation,0
48.74876419148185,28089.290238491987,2.451132822812158,18771.48594976211,534.9115179261455,0.0370887742993033,1,High School,Mortgage,Debt Consolidation,0
28.540358208754647,12667.917833121795,2.4531158036043563,4408.15083075812,641.4734759367408,0.3105055928369316,3,Master,Rent,Debt Consolidation,0
27.008079933497463,23174.965013863522,6.693754776095772,8932.247321646892,596.1649818549952,0.28779845647410024,4,Master,Own,Debt Consolidation,0
30.172564778179677,16778.654356966075,0.8508220932779951,16056.444235762754,702.1025957541351,0.4340297564749042,5,Bachelor,Rent,Personal,0
25.466713917412875,12850.371912799259,4.217171053653614,19077.802413083617,660.2939807383933,0.13770852240291698,2,High School,Mortgage,Business,0
36.22670315994795,14732.61833790584,0.044096701624139256,9763.350739726766,763.0310810336988,0.3610426328862717,6,High School,Own,Home Improvement,0
51.246784584695604,24658.92091001082,0.6799249381100709,9382.40378886699,575.9958717275026,0.5659192425946264,3,Bachelor,Rent,Business,0
38.23079273116029,11605.733399489369,0.09975865638474253,13303.267279369185,630.757983772019,0.5735202020138732,4,Bachelor,Rent,Business,0
32.47646497873713,15147.551254213904,2.106535880192327,11746.793955802339,543.5885845856347,0.5954911281266747,4,Bachelor,Other,Personal,0
32.08188731084456,30688.29807242877,0.21247818238821822,2884.352083650126,645.8197066746811,0.3067537931993241,0,Bachelor,Own,Personal,0
19.36809191303343,80921.91346952399,3.7378020062345603,2928.759157439217,496.3418983313207,0.2904442425037899,6,High School,Mortgage,Medical,0
43.83109777147159,27967.388383480113,2.0802623747415074,1499.2986597499998,682.148456585006,0.279151410412101,2,Master,Own,Debt Consolidation,0
34.22162802987198,13923.999025041929,0.058477433119292606,14961.064429049175,644.4540414669146,0.2456547844419661,1,Bachelor,Own,Debt Consolidation,0
33.19520086409374,18332.72356612533,2.508970459514837,5904.181933092361,665.5184738047931,0.43897477450008987,2,Bachelor,Own,Business,0
66.93107567844861,22377.12482939133,3.961509733776637,15617.662999656677,728.8134643694165,0.3894855859517523,2,Bachelor,Own,Home Improvement,0
37.98752908365686,18495.58852794992,2.1642243801616066,11192.15604463315,672.4802489295624,0.1196679159555111,7,High School,Mortgage,Medical,0
27.482089499048158,34597.23634274246,0.06199956473597733,3633.888822331056,522.3222463616084,0.20432077316829467,3,Bachelor,Mortgage,Personal,0
30.736424037944566,24556.619775716226,3.9027236433549892,7360.050353238767,594.4127224459705,0.36328848192918534,1,High School,Mortgage,Personal,0
46.48445709196755,34680.26917196123,2.6370016336508617,5631.563316329599,641.9818428569756,0.22550351255111226,4,Bachelor,Mortgage,Debt Consolidation,0
36.13270410537764,18821.93275725372,0.9510820647544352,4977.192299718484,617.1900529992375,0.1420339495516695,1,Master,Mortgage,Debt Consolidation,0
20.617220216826333,42733.99891274853,0.7968705258916375,16852.08825913856,629.4041960645133,0.0863349584702193,0,Bachelor,Rent,Business,0
44.19228934575204,20267.16175846156,1.3071614443954713,60390.96438383471,812.1452508152034,0.6693981354453954,4,High School,Own,Medical,0
28.31855914461006,13553.567359632498,4.036342976404057,19790.611021689438,660.035544608676,0.20583272991156043,5,Master,Own,Debt Consolidation,0
53.73297776217545,65425.030299813865,0.5808633031500547,7930.210873281202,688.2259616548317,0.24730710938693662,5,PhD,Own,Medical,0
45.80048065714649,10000.0,0.21286398172306034,22194.64245689457,449.1198504429319,0.13530570827429386,3,High School,Rent,Medical,0
30.526781043412488,15224.033924766292,3.999581175965398,31898.750548544795,724.6004652232867,0.5685795702954576,1,High School,Rent,Home Improvement,0
47.81016361735113,16098.575585122024,0.053283211493953035,2660.058447162316,850.0,0.3330593882789547,4,Master,Mortgage,Personal,0
35.678555105274036,77199.87651988865,4.838170903755684,21587.804097376862,784.5654136285123,0.0353253491778819,3,Bachelor,Rent,Debt Consolidation,0
43.52773675122219,54362.47744866537,0.7298324613500053,14999.102050531437,605.9809816087803,0.05959707994157026,4,Master,Mortgage,Business,0
39.84732817294475,46488.67771007935,1.4194586213453657,20962.601441844137,850.0,0.4438764143219579,3,Bachelor,Mortgage,Personal,0
26.536433450091266,18669.952060655683,0.283808177196016,15531.569365147123,652.749636659554,0.22356853570358223,1,Master,Own,Debt Consolidation,0
28.56450167682538,74093.93817414065,4.650785838044171,6753.504227502337,680.65462765214,0.33054092708675137,3,Master,Own,Home Improvement,0
45.29960817581161,26480.820677422555,2.7712789382921557,41204.24299482223,623.2563784212184,0.5473673766588966,5,Master,Rent,Personal,0
31.652246678934592,35904.99442061994,5.158142458538159,10632.587822026231,620.6681131794722,0.44014625244168726,4,Master,Rent,Debt Consolidation,0
30.963515367580033,24097.121934757546,2.299152650017213,5724.659687616877,425.19048072289297,0.3513090224096352,3,High School,Other,Debt Consolidation,0
25.44877420650647,21488.360906354053,0.4083830045062871,12146.330807796106,728.7494031886457,0.3821510198054587,1,Bachelor,Mortgage,Debt Consolidation,0
39.235990655934614,19421.008335715607,0.7371104805730055,17639.865792241908,620.3001792527448,0.44650281149957416,1,Bachelor,Own,Debt Consolidation,0
55.625249192431454,19834.537261631114,1.3343686042602259,8741.253336286809,631.1939312126287,0.1376058725972598,5,Master,Rent,Home Improvement,0
24.32467085745727,29859.126704691913,1.8692057882678434,11097.876989694332,677.3337644138469,0.260590914024174,3,PhD,Own,Medical,0
35.24219456672758,26465.56940313058,5.219836304026729,8696.654284537643,608.5421765699089,0.4264955278644066,1,Bachelor,Rent,Home Improvement,0
49.12220555415429,21682.577023739053,0.9688590584979712,4778.774507924576,676.3826777202997,0.2152815343523009,8,High School,Rent,Debt Consolidation,0
34.203586087542845,46852.61002449174,2.4285313351813818,4198.742829260287,770.3060509445583,0.05789195059151027,2,Bachelor,Own,Business,0
39.52371796249734,10000.0,6.488841107492735,2637.922542771086,690.4813353695017,0.3726941346242727,3,High School,Own,Debt Consolidation,0
24.376064718531204,28422.70634688642,0.3306317060544076,27293.83215440736,634.6502863155245,0.4593047999810952,2,High School,Mortgage,Personal,0
39.28307097207649,31535.505643551678,3.9713136136166436,6776.840040020622,637.6504896117327,0.36269495172501576,0,PhD,Rent,Home Improvement,0
33.12855734995451,39084.50727700399,1.0918905595530208,1000.0,670.0593579077754,0.3226056319207104,1,High School,Own,Debt Consolidation,0
44.85729995679863,21323.483998083197,2.636686657923931,11128.074889692607,566.7849702339768,0.17980134722838775,4,Bachelor,Rent,Home Improvement,0
46.87386051564751,24439.599686012047,0.6949726881166981,10945.259111154019,670.7859701275919,0.5766899324687442,1,Master,Mortgage,Home Improvement,0
60.895636420186136,36061.2511197995,0.8128838248504116,1820.2804356733345,718.4570892473935,0.24077676885167426,2,Bachelor,Mortgage,Debt Consolidation,0
40.796331732135755,46424.527206455554,0.05501625585246987,4163.382123230763,658.7516096110761,0.10943607645738485,4,Master,Mortgage,Personal,0
38.257963165821664,18953.27478418395,7.108987574658197,4019.725004173763,607.5867102066625,0.27035054354176713,2,Bachelor,Mortgage,Debt Consolidation,0
36.94384301577336,25172.00873259512,3.3581395678345447,4474.660882390973,621.2896480170075,0.218811705894023,7,PhD,Mortgage,Medical,0
31.468337071893117,50985.011796709405,0.1972508457472382,21380.203213243814,715.2168840309869,0.29125835695280394,3,High School,Mortgage,Personal,0
38.38483843461691,10000.0,15.237300706699266,7193.247095872355,539.9823795416343,0.07595531243828664,3,High School,Rent,Business,0
32.04598589860971,15599.493115174406,1.8578635748396222,5757.232054788833,568.3542856153709,0.3545865039527669,2,Bachelor,Rent,Debt Consolidation,0
36.68460976269614,45840.258442654085,3.8445834766717084,19888.79832085895,489.3098986219243,0.3061348788045845,2,Bachelor,Other,Home Improvement,0
48.1759753560796,38035.26051678476,0.13797309289505688,12043.473767528612,653.3998699339803,0.5069047811054526,6,High School,Own,Home Improvement,0
24.934574347203586,28601.733460075342,0.9867940378371716,2012.6698306215812,736.1887675741223,0.22947327475949147,1,Bachelor,Mortgage,Debt Consolidation,0
46.39878561129045,17600.83395033499,2.215211955657657,4947.813736804468,783.1481826457523,0.32466066813028943,1,High School,Own,Home Improvement,0
48.17115067339866,14172.953588325256,0.22506953097685406,10483.623686340194,804.8665843194722,0.39687588706978105,1,Bachelor,Rent,Debt Consolidation,0
33.81931473008921,16389.434860268426,1.3423911344646564,3838.6955708852884,580.9525857808782,0.22414136128141962,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,47762.88299250638,1.1692237680716204,41095.08597717114,675.003096551165,0.4864294310735102,2,High School,Rent,Debt Consolidation,0
28.921780129055676,16087.191179559082,0.48679513334893815,8868.873010537207,609.7687658815964,0.23057264804826963,5,Bachelor,Mortgage,Debt Consolidation,1
47.96994546561109,23172.267635905162,0.7141209960869076,4435.07110956079,814.764395222512,0.24235183955116282,1,Master,Own,Debt Consolidation,0
34.77131937701118,15110.515596785017,6.829681328546729,3299.892216752967,780.3446300105805,0.10726469313046001,5,Master,Mortgage,Business,0
25.00697767705089,33569.96391480166,0.681177155107371,17017.918041833724,666.8071438977261,0.05853639297227614,1,High School,Mortgage,Personal,0
29.952250787717826,16825.26424398055,0.4801372869964623,4825.696957080042,588.0644253788743,0.3983224596901019,1,Bachelor,Own,Medical,0
43.40620026504553,20977.44422464757,1.5366432562257146,10981.192795500945,305.1957085761909,0.08405369566159657,2,PhD,Own,Debt Consolidation,1
40.4673356820138,10000.0,2.223139960668021,3225.3105349473535,506.64001824833906,0.1567466957171638,4,Bachelor,Own,Debt Consolidation,1
32.61067900830306,10000.0,2.5826456487123135,8571.158927704322,464.77072414923896,0.06859663563500072,1,Bachelor,Mortgage,Home Improvement,0
31.331755881853123,22111.13477643246,2.8068581264858716,4872.153335475539,505.37674300957997,0.4350588492020511,3,High School,Own,Medical,0
31.08241850956178,11355.090475427332,0.0750558757629302,6296.092420434953,837.8847617911929,0.39148377893131436,1,High School,Own,Business,0
25.775898155014975,63104.24495158418,1.0009599842857126,4285.426501531261,520.4958586588275,0.31027072582102144,2,PhD,Mortgage,Medical,1
51.15375689469442,10000.0,2.974069618450246,18407.27088334235,543.9057005161648,0.46483361329596096,2,Bachelor,Mortgage,Business,0
31.7767953078866,14763.487499048015,4.704645549635889,5470.891269533123,557.9475867683946,0.299874413049371,2,Bachelor,Mortgage,Home Improvement,0
47.17158520825497,22211.1664275414,1.8436124451989517,7224.506773915242,850.0,0.11978124927996907,2,Master,Mortgage,Debt Consolidation,0
50.213160519224516,18350.89325605644,0.10744902852251101,7509.214724885803,643.7547772208856,0.2943568066931843,5,High School,Rent,Debt Consolidation,0
44.9831089814796,12681.851969053021,1.0105017361147746,29431.36134790133,749.4204266104261,0.3382828465012565,3,Master,Other,Personal,0
30.683796872819517,13643.73990300264,0.1542526798703062,16518.675526383227,667.5395411522526,0.42562080660396556,5,Bachelor,Own,Debt Consolidation,0
39.037300903366095,13422.302408209822,2.76092569645873,15253.200160673307,451.55909823999923,0.26417030194897867,5,Master,Own,Debt Consolidation,0
34.758043936090836,19084.640965109233,0.1312231944899246,2293.17064847702,803.2639467649539,0.0894042470494714,2,Bachelor,Own,Home Improvement,0
25.96298139269872,58452.1964670982,0.41092916539686497,4792.876777188697,690.1096751340644,0.3033391451115025,4,Master,Rent,Medical,0
38.24359281721603,22901.75097200984,1.0789935624405775,20970.98244166039,637.8287020984766,0.6054631230991099,3,Master,Own,Debt Consolidation,0
23.209602088401976,39793.157114487316,1.2422051778514849,3175.6110441581104,826.0127464344927,0.6227991559063928,3,Bachelor,Rent,Debt Consolidation,0
46.87679388461564,28381.36857903475,1.0433744638062885,8666.418024969666,615.3451062290228,0.0825838581262544,6,Master,Own,Personal,0
30.35382702701607,38442.972907215284,1.2449921833471536,3455.73620207103,635.5584835243216,0.23419036625775363,5,Master,Rent,Personal,0
37.01159655872839,10000.0,2.4982133857910926,3744.6154072049576,615.4897279404746,0.4745915844868678,3,Bachelor,Own,Debt Consolidation,0
37.83287871546142,18916.143490928887,0.9217510681741194,31089.596430746242,757.6291285313006,0.6081569247294613,8,High School,Mortgage,Business,0
32.410950262959226,42343.39440203197,1.58704233993133,14406.236949125469,731.3822932023535,0.20292463418513165,2,Master,Mortgage,Debt Consolidation,0
40.86693801475275,16549.846215137568,0.7229995797033386,17792.142072985185,677.8618861861901,0.14201168032879477,0,Bachelor,Own,Personal,0
30.250963433774757,53169.307515049026,0.8727586168031668,15168.757806691914,544.8232452487521,0.45985112361471003,5,Master,Own,Home Improvement,0
43.71297297457244,46255.93582575385,1.9027944272115087,7248.64120451435,612.976640552414,0.1956196679728857,5,Master,Own,Debt Consolidation,0
21.540203197532513,17421.052052215877,1.3486298581935392,4659.775889945667,544.7915732765266,0.06154976193692633,3,High School,Mortgage,Home Improvement,0
36.26379579546412,17127.116392823435,2.5677376195052433,5874.2154664272075,766.0367821717141,0.038113417902039454,0,High School,Mortgage,Debt Consolidation,0
54.389289990582846,13269.150103576307,1.6444107312035137,6950.291196725988,492.5272641627396,0.40835896359031026,5,Master,Rent,Debt Consolidation,0
24.996686753944253,16077.931301749937,3.2549398872377515,33557.94266327605,809.4371188164454,0.3370154215500144,5,Bachelor,Other,Home Improvement,0
28.222550294751485,11893.002345160641,1.1718463712981608,2781.9707410057563,778.7652877399195,0.1306944257146918,0,Bachelor,Mortgage,Debt Consolidation,0
40.13907849658915,27293.547289597464,1.3507466308638583,5203.41719230066,558.1471109364975,0.2578288511660433,4,High School,Own,Home Improvement,0
36.79581781939598,10635.755385064711,2.2171516135561524,3903.5017229871187,608.351573636014,0.16061543488352584,2,Bachelor,Mortgage,Home Improvement,0
38.50630099273559,29788.16685093645,0.5001148657496302,18869.432392403956,578.7569595565747,0.3955602142781482,2,Bachelor,Mortgage,Medical,0
39.891871301476634,30152.989408979985,0.9752911934424551,35704.44991472892,693.023379769842,0.3394045150340711,2,Bachelor,Mortgage,Debt Consolidation,0
41.3472146856177,10000.0,1.960811986593292,10373.700537543249,791.2448226687325,0.5530967117240518,1,Bachelor,Other,Business,0
46.09699841956223,47806.13718187663,0.05860278543585427,11079.066079277181,768.5619316339157,0.269256012520694,5,Master,Rent,Home Improvement,0
39.098186569285126,28475.650914395756,1.1488498251614099,8717.229411986085,606.7069526584509,0.043876315570991746,3,High School,Rent,Debt Consolidation,0
32.58742345381457,32043.48003864531,1.8268393960085283,11498.630167936753,775.480706774446,0.5986131413688209,1,High School,Mortgage,Home Improvement,0
41.72573701202731,15073.106361765054,6.84538543863473,15040.835230220287,767.1822034461271,0.252789900200855,2,High School,Rent,Debt Consolidation,0
53.99881934895215,30067.182069493036,4.191411159947241,11390.243223156009,631.1166091246107,0.7209335242997921,1,High School,Mortgage,Home Improvement,0
33.67366253617426,38684.59450121549,0.6590701769804828,12077.113117905616,649.0541522077083,0.1066082352620155,1,High School,Own,Personal,0
25.254706953293585,20966.806021602544,1.4153447405569413,15068.044028506716,804.1714084646771,0.4453636237441069,5,Bachelor,Own,Debt Consolidation,0
46.07080669286972,59931.722183529346,0.11613632658852849,1953.499227392506,755.8361880246356,0.37500370801679034,1,Bachelor,Rent,Debt Consolidation,0
33.796188360464015,22517.145437700845,0.5508599795643658,8116.117221621342,772.4783984509236,0.2966742893807163,2,Bachelor,Other,Debt Consolidation,0
18.0,38963.979673865455,2.9820289910030766,10344.054960051491,850.0,0.06770475929245531,2,Bachelor,Rent,Home Improvement,0
43.47421677150422,25501.8022119943,0.2632128069833035,11304.07483330499,704.7267016312372,0.1709686602595151,1,High School,Rent,Personal,0
29.646718140460774,29518.154694995716,0.5959780806708738,7067.704260805143,682.5664720910789,0.11743397870918702,2,Bachelor,Rent,Debt Consolidation,0
34.094667176958396,10000.0,5.766325671941216,9215.122834315616,785.793746132566,0.5427963139753617,3,High School,Own,Debt Consolidation,0
38.319803305690144,26516.61692170806,3.4729046080317123,4555.428493339976,848.7820911467006,0.20345444984754651,6,PhD,Own,Debt Consolidation,0
36.904996797790666,15252.709667573674,3.0449404387455594,1958.8722646257954,588.8606069484139,0.11683070406653454,4,Bachelor,Mortgage,Home Improvement,0
42.0945181713904,14426.193800871557,3.9984160227369716,17792.097571492624,629.8141478813372,0.3814403400136558,2,PhD,Mortgage,Personal,0
30.645136294301565,52683.18388448589,2.7694367000149915,3269.860875751279,548.1429379452911,0.17353949791452453,3,High School,Rent,Debt Consolidation,0
40.131057981760826,19793.618682401222,0.25699949633862673,7126.937582058077,684.2749974411167,0.2687182824441506,2,High School,Rent,Home Improvement,0
32.40453322416083,13337.689245826266,1.453661621558525,4450.164290438248,738.9258603824072,0.5661404960899414,4,Bachelor,Other,Debt Consolidation,0
42.38810480887503,18406.040650556577,1.1748515749407853,28842.562043151713,555.112271536543,0.3626288565946356,3,Bachelor,Own,Debt Consolidation,1
41.153674840130535,11496.235185046648,0.7454680593222847,7602.893886920889,763.379552022167,0.35205062116927377,0,Master,Own,Debt Consolidation,0
25.645612979554045,45113.74445211222,3.5920219046115993,6321.013446184864,604.6673087429161,0.1304100504488014,2,Master,Own,Debt Consolidation,0
45.85982116175032,15555.345613929256,1.2477617151256715,14739.595086521811,596.520924616894,0.04712738443045424,3,High School,Own,Debt Consolidation,0
29.64036554885952,28699.930122017373,0.12438410206888109,45486.88556655686,762.9938253223768,0.625537931376093,4,PhD,Mortgage,Debt Consolidation,0
43.08057798281145,43392.997411517834,0.6430723090469945,11209.889084103497,587.4859441763126,0.04939430895978226,4,Bachelor,Own,Debt Consolidation,0
38.67287313401341,17152.919295030006,0.5191510640745004,5991.304402119201,509.6501522776891,0.2202289604739386,3,PhD,Mortgage,Debt Consolidation,0
53.38183676795123,28739.024480463424,4.369228768765929,14147.245008706892,724.3657109909051,0.521115900926549,3,PhD,Rent,Home Improvement,0
32.76534017628148,13160.260145088376,2.08505814224351,2302.744024984959,636.8297703106851,0.1602317672343034,3,High School,Rent,Debt Consolidation,0
31.506832038818025,74823.31285264544,1.643672135301873,8409.719573936269,769.8058833177024,0.2634888249329392,2,Bachelor,Mortgage,Business,0
34.805803941122676,35178.48901685904,1.4130697611886225,39941.29874990879,733.299067076347,0.10171288057647189,5,Master,Mortgage,Debt Consolidation,0
31.968202171657246,20004.18499946383,2.1002902249728823,9193.0028818668,475.1701639218366,0.44961842573827426,5,Bachelor,Mortgage,Business,0
42.9994190194205,14966.701830790777,2.811978450146834,8832.753899981066,781.553442338892,0.20844468007711667,2,Bachelor,Mortgage,Home Improvement,0
18.83689391563412,20806.104819838132,1.616598536635666,8237.969991409502,839.9749952846955,0.1689754477317055,4,High School,Mortgage,Debt Consolidation,0
24.46317580853646,18583.105469055907,5.570469985481812,5905.379390885087,753.3603509264233,0.035856467436682714,4,Bachelor,Mortgage,Medical,0
24.32197078420807,58481.8820673347,7.530153917829498,10421.148582629607,757.3860423547036,0.16227767547443045,2,High School,Mortgage,Home Improvement,0
44.50307591973576,11935.025064953963,10.738474161619447,15066.340208322337,625.2327919092245,0.3555451688108887,4,High School,Mortgage,Business,0
52.10613372581925,23562.240047086158,2.2136384074455293,6213.899756898526,602.3304646365401,0.1545278647691541,3,Bachelor,Own,Personal,0
33.955507814625285,21825.427468098016,5.3948279364893565,1104.776807468994,671.2444695026189,0.612547858344315,3,Bachelor,Mortgage,Debt Consolidation,0
33.311782768099896,20770.621716830225,1.0366395877761174,11760.409052493687,741.9905358020526,0.430312139858399,2,Bachelor,Own,Debt Consolidation,0
35.700521631131814,20862.147521876057,3.9264111909282873,44645.14568869322,739.4733608119648,0.321600312152683,6,Bachelor,Rent,Debt Consolidation,0
46.61878302608191,20784.53739866205,4.797625959798476,5996.857575259625,606.221735239483,0.33179153807623624,5,Bachelor,Mortgage,Debt Consolidation,0
25.72646865809426,34082.28521636652,4.6897428251526545,2497.559399428194,596.0840901504391,0.38389161133150845,4,Master,Own,Business,0
37.38368982734785,29866.484867365638,3.5538948177529055,13931.815489994679,500.9846553616293,0.1918641756339336,2,Master,Mortgage,Personal,0
44.7519762978243,27158.783911439707,1.0437703166419423,32697.88942901748,714.6919925355492,0.324365183093962,6,Master,Own,Debt Consolidation,0
40.01094169939845,10000.0,0.34610723104880203,12375.807722008345,611.0218725957993,0.23900513405525045,3,Master,Mortgage,Home Improvement,0
36.89581616598743,25588.477643155606,0.812800159148931,32201.233663614603,619.8955202886509,0.18300110292577484,2,Bachelor,Rent,Debt Consolidation,0
45.01046092567141,10000.0,2.915912175653184,15289.702422455188,822.7875179777506,0.17632979203300375,2,Master,Own,Business,0
18.0,30429.264779819932,0.5302384412111983,14263.80927731934,709.8388906784389,0.21674654745240715,3,Bachelor,Rent,Debt Consolidation,0
41.77875319530908,46039.209083305745,1.3012180479089608,5354.001229953211,682.2898686169141,0.07517442245577306,1,Bachelor,Own,Personal,0
28.459243168725763,13861.637946307908,1.666656204118692,10181.478472381377,733.0197290475684,0.24603426299202316,3,PhD,Own,Debt Consolidation,0
18.0,19324.125860604523,1.851967931870342,7914.273929493448,792.061400744248,0.04712228576651551,3,Bachelor,Own,Personal,0
40.11202599524981,16322.864720751231,5.4891861152508135,7700.275785866463,488.2519239834934,0.20609642609162346,0,High School,Mortgage,Debt Consolidation,0
48.73658545162958,40852.197282154506,2.1664211353646263,6613.761927385102,593.4371563051557,0.5496029793758723,3,Bachelor,Rent,Debt Consolidation,0
33.62551485372308,23098.291728681535,3.0863531531136186,9705.91501465239,626.786520142331,0.46571868092461344,1,High School,Other,Debt Consolidation,0
44.528745472029385,52269.31101151885,1.7439657100948296,2872.4597938061274,552.165806769646,0.36586024859756444,3,High School,Mortgage,Debt Consolidation,0
51.122782579886454,27088.83966247934,3.586484963038319,15512.085665299555,623.4778427006015,0.31344672532013207,2,High School,Mortgage,Business,0
48.14914453584048,24865.214316562575,0.6121364344161518,4015.0447249199515,494.8865098626361,0.2484071426775622,1,Bachelor,Own,Debt Consolidation,0
51.39964529371393,22790.598679779214,0.47113499903919637,6632.804664148293,742.2179260299044,0.26308484086721795,3,PhD,Rent,Debt Consolidation,0
42.42127491071892,33156.56614078976,5.216049097576844,10555.98117660949,598.2495409265568,0.09526339084727706,2,PhD,Own,Home Improvement,0
35.754336389015926,10000.0,2.364950263876996,3859.069091174201,670.0956397886173,0.5466525753706764,3,Master,Mortgage,Debt Consolidation,0
18.980341881028316,22986.720940337706,2.226592608471045,1680.4712687213766,655.1308619657193,0.2215493137655052,2,High School,Rent,Home Improvement,0
32.53937511870051,21268.380775297323,1.2595758538267539,5964.393529376503,705.7419401124029,0.3397710001158289,2,Master,Mortgage,Debt Consolidation,0
26.567534046838084,31656.836695396363,0.9454458761730601,2578.9097367129375,403.91104248281215,0.027854373656765314,2,High School,Own,Debt Consolidation,0
56.70942717497814,20053.303796948217,1.6224709007449436,14326.249259697744,695.0263721057968,0.034056228750080526,2,PhD,Own,Home Improvement,0
33.24114187567663,13103.47554682068,0.2569543151678681,3220.1948269314535,622.4908279820687,0.2178529308081528,0,Master,Mortgage,Debt Consolidation,0
36.23204806784486,22107.569439986735,1.2128844249888664,26585.58554184132,690.6863927214694,0.30036870625455414,1,High School,Mortgage,Debt Consolidation,0
40.51485376040468,12817.667037568855,1.2152887982305598,8065.618593515652,532.0546792261656,0.007047121550771775,2,Bachelor,Mortgage,Debt Consolidation,0
35.436024463724536,10000.0,1.5458380725928416,8495.903249748251,691.3674070339806,0.24815124412815076,3,Bachelor,Rent,Debt Consolidation,0
51.95051040430753,31683.81433732833,2.0139939312621578,1661.5313185227894,779.8511859724213,0.3971896727854023,4,High School,Rent,Debt Consolidation,0
28.77350638265548,29422.965455730766,6.3079731360550255,9098.729824890415,668.9766259799169,0.14471393210200403,1,Master,Own,Business,0
36.94607455237243,27820.973898414722,2.1120778294655547,7599.63931428411,578.275917336805,0.33927946255602576,5,Bachelor,Mortgage,Debt Consolidation,0
27.57529414301952,42254.41865946917,4.3035970214358175,2866.1609696028204,582.6468607066687,0.2098089417519761,4,Bachelor,Rent,Debt Consolidation,0
21.799774887792942,15795.558230623523,1.625230647036182,8689.013330658741,707.624130089524,0.40222769492381666,4,Master,Mortgage,Personal,0
28.882309090947146,10769.172448452196,1.9719670677293388,5893.831599370323,706.964431219308,0.3381771193340653,3,Bachelor,Own,Business,0
34.62963202951588,21268.558015235423,0.14479077792886985,6812.876787396295,685.6541982726753,0.16299446016213182,4,Bachelor,Rent,Medical,0
30.7069777548274,18513.395870634085,0.2860410542347607,8272.610603729097,646.2474970005744,0.2053602539951537,2,High School,Own,Debt Consolidation,1
28.07579020126144,14455.816545025074,1.733432394605071,5557.127569031618,670.2959975351091,0.2748455799579972,5,Bachelor,Mortgage,Debt Consolidation,0
20.936825363281663,21164.391944656978,1.007411626281636,9869.113409150774,643.5090916796287,0.3365303301283307,1,PhD,Own,Debt Consolidation,0
34.16894427371305,16223.19726456192,3.207016255474638,7560.976398836252,611.9118960733573,0.36621241195392834,2,Bachelor,Own,Debt Consolidation,0
19.952796259689975,10000.0,1.566922373548512,11827.880463723995,725.7476910153581,0.05807211518790209,2,High School,Rent,Debt Consolidation,0
42.60055963689602,17666.25593446111,4.279080265921935,5308.477366561913,681.0116841141106,0.2246126920581344,5,Master,Own,Debt Consolidation,0
35.824397529345035,12479.123619336064,7.1749342940529885,3456.6811331835115,779.054166192227,0.5260326256655004,4,Bachelor,Mortgage,Debt Consolidation,0
20.424485005350697,24731.277962940963,0.3194813146427212,4595.8324249938105,761.6865380184032,0.227878157396843,2,High School,Mortgage,Medical,0
31.907909229501364,15866.775660382926,1.004484306931401,25696.894193572596,677.7480532344044,0.06824438190457509,5,Bachelor,Own,Medical,0
27.47843594409417,38400.11514236942,2.187136215361222,17409.533212874783,709.5380633196313,0.4299578103496962,4,Master,Mortgage,Personal,0
38.1917451041918,49115.65163881137,0.7290938519811762,21390.524147042473,554.281273526412,0.10480801081708331,2,PhD,Own,Home Improvement,0
48.40450446023144,30936.45950258997,0.6213073900295438,22610.53363087984,642.2410522038751,0.25274488869108724,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,10142.470728054315,3.361208008332154,5580.008363790601,684.2662830084305,0.6144501088760967,2,Master,Own,Personal,0
36.150260791474174,46751.330744725135,7.86225559652666,10266.583178813795,491.7263944725952,0.45611764131260224,4,Master,Own,Home Improvement,0
33.398672044333594,48429.29727560906,2.97270088481784,8609.927718118674,692.9422060319138,0.44520563079974274,4,High School,Other,Debt Consolidation,0
41.713400764504655,22234.385270986313,1.4833165831139483,13734.014163778706,554.0773025417064,0.29306479048149414,3,PhD,Rent,Personal,0
37.131966282376894,42679.034365342486,1.1686258456758563,6429.585835071335,565.0416109471502,0.14483326764716736,1,High School,Rent,Debt Consolidation,0
27.48030668261181,16716.682150564713,1.5515265153185842,8728.766335980526,597.0514442834709,0.3422742322300688,4,High School,Other,Medical,0
31.809460643333818,10000.0,1.2429174456985692,8585.3898430915,646.9493333759342,0.15454088063149424,2,Master,Mortgage,Debt Consolidation,0
27.039741431965112,15060.907834151449,1.3978800807838945,12404.442082868161,517.1971442968539,0.20493232901597286,1,High School,Rent,Medical,0
45.76007138598598,52294.70661719249,0.4549384132951664,13692.092793835467,735.6643474613828,0.2545140994089993,0,Bachelor,Own,Home Improvement,0
35.21311648671942,10451.074114571886,4.681445331545432,8733.63398168362,667.7418239362182,0.06474141701805307,4,Bachelor,Rent,Debt Consolidation,0
54.01190685753008,22021.194192154082,2.8092018286163523,8948.065362180945,842.4979030560512,0.6522866775514958,0,Bachelor,Mortgage,Medical,0
34.39339186185379,22405.728610121096,2.2849868068907586,9708.124746198475,680.0080455519916,0.15975848808589382,4,High School,Other,Business,0
27.915932330895373,17043.30740379887,5.988465635578695,30249.6876110563,707.0805177902995,0.5699143394485946,7,High School,Mortgage,Medical,0
19.86285607387173,17645.55519052141,0.6692520132621824,2030.427755729957,564.6135732247369,0.22627396569493738,3,High School,Mortgage,Home Improvement,0
18.0,22836.70906958357,0.16928526585577294,3730.3460048340153,531.8189708886717,0.4029314486531541,0,High School,Mortgage,Medical,0
19.158640569945103,16629.255937989346,3.498994392107886,13890.267265733453,711.9156122417168,0.2290330785555962,3,Master,Own,Home Improvement,0
37.67126651011483,10818.043910185188,12.896821070294479,10055.022290597453,540.6710034493246,0.16625645774532496,4,High School,Rent,Medical,0
40.08725023229934,24526.660080793303,1.7275504499813092,9998.59278046781,714.1849485552315,0.4935300210992298,1,Bachelor,Mortgage,Personal,0
19.188092979678665,37672.41060063316,0.12121919317307732,13821.717955559669,820.6524472211499,0.3103234083566495,5,High School,Mortgage,Debt Consolidation,0
43.950383140761154,34022.80313815911,3.032514908254451,9616.102485220314,744.576868624373,0.08001367211944968,3,Master,Own,Home Improvement,0
30.169389483165606,14693.085181873397,0.153220150970574,5180.070873177981,707.0446616235374,0.38421635074433175,5,PhD,Mortgage,Personal,0
36.467930119855495,11782.681257639362,1.553118389745432,13400.500179712739,676.9497109809421,0.5458995138875717,8,High School,Rent,Business,0
51.122206282554245,19108.834739991413,0.6501656140197728,8239.621854442023,611.6040040788284,0.26701619894395956,3,Bachelor,Own,Debt Consolidation,0
43.96839315865532,48237.68084523283,4.930838275856725,5664.298056101849,638.5438860986851,0.34703434174816145,3,Bachelor,Mortgage,Business,0
32.314693520941674,30418.280517533054,1.2005206447471717,14076.872756240416,593.4571326271911,0.1514374289320312,0,High School,Own,Debt Consolidation,0
26.088077745847126,31319.066311234736,4.5746708938945755,13640.888746264838,518.4595782366192,0.09720683988262237,3,Bachelor,Mortgage,Home Improvement,0
18.0,34369.62557693903,0.710726138943678,9622.055528926556,653.54273425816,0.13750469777387012,4,Bachelor,Other,Personal,0
27.808466807575797,27183.984704860923,0.9799640175637614,32006.53319206588,760.7889061555301,0.24199797585021562,1,Bachelor,Mortgage,Home Improvement,0
32.88869761172305,23395.623964819617,5.8794294654141375,23422.711037462188,521.1201485928915,0.308990038449761,3,Master,Other,Debt Consolidation,0
25.12820472848816,30673.47177106842,0.44957593257650275,18060.558573231294,789.8496432803325,0.12351929194490648,4,Bachelor,Rent,Debt Consolidation,0
33.68743032907695,16762.792010339894,1.727876467624788,63138.90744341757,771.7184232861578,0.16050741184281467,2,Master,Mortgage,Debt Consolidation,0
35.768518829587684,10859.206172016424,0.9837144290584374,7207.152959224678,689.6998824011896,0.36002032096723824,2,Master,Rent,Home Improvement,0
32.751440181919214,31618.52516846573,2.9759179639817077,5586.787625897032,690.5045348274398,0.42642988097605333,3,Bachelor,Rent,Personal,0
28.499974191765403,40899.333778934255,0.2769072508843598,16127.650164436858,631.3753600489786,0.2139201149985506,3,Bachelor,Rent,Debt Consolidation,0
36.68654671966728,12592.844443612888,1.1497151029484123,6620.277467713378,654.2016603335286,0.43068557282529013,1,High School,Own,Business,0
39.41940649569409,33221.772601401695,2.4008424164016797,8180.775033811497,603.6414526368736,0.3588323752781624,2,Bachelor,Own,Debt Consolidation,0
24.09600922557154,51040.91559820591,1.0451765162197602,3682.193919870403,653.1638077579173,0.08951798254675689,8,Master,Rent,Business,0
49.1093237974627,22001.7417381247,0.12062928568993699,13165.138157395746,663.9826161137507,0.0917575005987338,6,Master,Mortgage,Home Improvement,0
34.014118677157384,14632.478731146286,2.442321083936269,2497.87138849615,838.1244000351405,0.3752755706658937,3,Master,Mortgage,Debt Consolidation,0
35.188496229448475,23423.83415872187,1.3991287643899781,7501.433563600286,706.5616044378698,0.4524643195124077,3,Bachelor,Mortgage,Personal,0
42.08214423256557,16726.22315908119,0.022746232158223332,8004.149790528908,629.0596931505922,0.3690793576074349,3,High School,Rent,Business,0
37.332161312635016,16181.678833434435,1.8968836428079832,5716.82537575951,640.1093313229647,0.4681856918010567,1,PhD,Rent,Personal,0
44.53136633913245,27353.288372907027,5.048485061464184,1986.695913951918,578.6741731683086,0.4816385566660112,6,Bachelor,Mortgage,Business,0
37.87124165201824,10000.0,0.23537446396770392,1974.9436099043435,595.1570875881333,0.054363588479680966,5,Bachelor,Rent,Home Improvement,0
28.87562625359562,10700.39075298639,1.7864732389025795,4460.70486792564,741.0695691742915,0.5880158243970193,3,Master,Mortgage,Home Improvement,0
38.61503525206102,22239.94866619061,2.6088307308507357,12471.985685545093,600.6032899169356,0.563206719768961,2,High School,Own,Debt Consolidation,0
23.562737926793382,21782.141821063087,0.1468058848703035,10210.17334679889,588.246405328539,0.23591936818126322,2,High School,Rent,Medical,0
36.085597057765234,26154.519608079285,0.0457502197356431,7997.239614527484,590.7487403969894,0.3780568536062138,2,Master,Mortgage,Business,0
34.66770009355539,56252.88987157709,1.2479732150791674,3993.124200693896,577.0820947823341,0.11325694629514195,2,High School,Mortgage,Medical,0
32.918831427274604,23208.10889768412,3.1326293331000508,10645.640844896634,762.7185075343519,0.5906321458670609,3,High School,Mortgage,Debt Consolidation,0
33.71462488561069,29705.457887614284,0.3504203893879875,1921.3370013880444,664.2703075861986,0.26902631528078647,2,Master,Own,Business,0
18.0,13524.167270801448,3.6235644534128673,1191.2523338206704,621.7685375498492,0.0745297224512866,5,Master,Own,Debt Consolidation,0
29.512750922590385,32337.047448390767,2.137586198467862,6671.118119896321,652.9281639856705,0.21380935574327392,3,Bachelor,Rent,Home Improvement,0
35.928449011411146,16929.358235098927,0.8074531039116823,5235.192508193365,671.7290509724676,0.21492747799823173,3,Bachelor,Other,Personal,0
36.598563919974005,22827.253185839985,1.450621033102389,18224.771847047272,575.2706478923448,0.1296700196685222,6,Bachelor,Mortgage,Personal,0
24.72324859074042,20859.72796465011,6.737943290913162,9194.741487862711,511.04043926357855,0.45202259271210854,0,Bachelor,Other,Debt Consolidation,0
47.65707840864701,36919.203601370864,0.48780754903052803,30351.10632355984,783.8502718138593,0.34122293071146476,0,Bachelor,Rent,Home Improvement,0
26.338251517854992,11441.606950984287,1.3844368149825859,5226.138485415881,748.8023743256457,0.23492867568944892,7,High School,Own,Home Improvement,1
44.69457200526737,10000.0,1.9589220115520518,11961.133930079432,687.7802593863636,0.2257832261519275,3,Bachelor,Mortgage,Debt Consolidation,0
39.27194361871685,19796.959641966154,0.29703390433851923,6622.169382068184,741.9193936662103,0.5862363282180918,4,Bachelor,Other,Debt Consolidation,0
28.537726901561967,27841.01656843647,0.08899516708993561,24474.224446192213,841.4364048430928,0.0651781204321271,2,Bachelor,Mortgage,Personal,0
52.75310892609512,23768.93340578238,0.02710271848202924,6882.654206094458,596.4596296843822,0.16842464384869182,2,High School,Mortgage,Debt Consolidation,0
23.0636316824352,40786.32443167821,0.7851753286877632,16050.983823864824,537.9965942530938,0.30797125796878905,3,High School,Mortgage,Home Improvement,0
44.191541736100014,27410.634488349653,0.15364825710547683,3421.741217368919,716.1516621277648,0.22785918313343434,3,Master,Rent,Home Improvement,0
45.005823180429786,16615.243466053846,3.2569351929751447,5812.871056260928,503.317403006143,0.2603705659143028,2,PhD,Mortgage,Home Improvement,0
28.29379790923355,10000.0,11.843524135674734,7576.186641544853,653.7972653873179,0.6674944058888251,8,High School,Mortgage,Personal,0
48.92465300064329,19561.9940346072,0.12652682190593859,22264.172073878104,620.1568583639244,0.40721569351045306,5,Bachelor,Own,Debt Consolidation,1
32.49953485401047,36826.74038318862,1.133826666499924,1397.2348385836533,717.3887784408763,0.15404210525196735,5,Master,Mortgage,Debt Consolidation,0
37.88693629279857,18105.59179815148,0.052137970828335795,6209.802946883908,601.7725202242772,0.4459926224386093,1,Bachelor,Own,Business,0
37.603218387712204,22340.58217046393,0.28771970343795306,6043.967214202587,769.9769777703482,0.3024971523987021,4,Bachelor,Other,Personal,0
33.65691258529452,27192.055356915476,0.7799392539101728,1538.281529008703,575.311649446877,0.08838642783955082,6,Bachelor,Rent,Medical,0
43.10808273159782,13257.96539764299,1.0007548372361947,5590.205856956868,720.5800661372036,0.42507020857234934,3,High School,Mortgage,Personal,0
42.93488720552213,30080.06528136027,5.619599369735662,2362.477876895381,583.3586289338582,0.34304221944970925,2,PhD,Mortgage,Home Improvement,0
18.0,49939.16756542232,1.0078218667263381,1255.7260592790358,704.8454495224872,0.03469008049478193,1,Master,Mortgage,Home Improvement,0
48.043402428781526,20203.140145459638,1.37146014709215,6569.21575782391,548.5354213305629,0.29392100673696514,4,Bachelor,Own,Debt Consolidation,0
18.375080119643258,12524.822936964634,0.5636210032186675,6393.79906363254,647.5886156828582,0.3037741520240855,3,Master,Own,Personal,0
45.32546204341657,21305.0515699867,0.0002502931741659313,6661.081472650372,782.2091590160828,0.15067900756723382,4,Bachelor,Mortgage,Business,0
46.26705136827583,10000.0,4.591903419876653,9919.785694997325,661.5005200141741,0.4460487247127698,4,High School,Mortgage,Debt Consolidation,0
24.09033569784802,26067.683133291248,0.17049442888622388,4009.7434529318734,768.3077181117649,0.08783034566271725,4,Bachelor,Own,Business,0
30.89185712045415,27615.6298083756,6.662345183601145,33951.3810383765,647.3725520072583,0.26101153591474036,3,Bachelor,Rent,Debt Consolidation,0
23.94295331514064,50910.17818665586,0.2804655458275247,7890.105566183199,599.4950739689856,0.2858264041815396,8,High School,Mortgage,Business,0
32.850789697112646,19990.30337498466,1.8571238354477082,22677.85939496275,667.1982494562451,0.048152009421082796,1,Bachelor,Rent,Debt Consolidation,0
31.919657158142588,27017.56986453319,14.872769769899024,2113.4577025296758,711.8396655883301,0.28029544167232084,2,Bachelor,Other,Debt Consolidation,0
42.796605322693395,14319.191061596714,0.29807825635246166,4156.282317140348,459.44601123318427,0.15170709801396112,5,Bachelor,Mortgage,Personal,0
48.10308746119608,18430.947124962015,1.1030976245987147,14031.384421572417,702.2285044358679,0.19457283426829838,3,Bachelor,Own,Medical,0
48.95683810789956,10274.36545927247,3.032110714714608,6759.799977402854,556.0164827172,0.01286187091260267,3,Bachelor,Rent,Debt Consolidation,0
29.37831973421698,19982.36051980345,0.06543929359403931,3433.915691679149,531.15622170393,0.1462539508046315,3,Master,Mortgage,Personal,1
32.90778126255472,18908.09513258141,2.340964848352985,1861.4221681646816,703.8576666828435,0.271816495347453,2,Bachelor,Rent,Home Improvement,0
18.165618077790498,25580.864820997922,0.16757498670840773,14567.713251916604,783.8502927479472,0.33862577201895416,3,Bachelor,Own,Home Improvement,0
26.94129933503811,16126.216163846388,0.5397370723375946,13647.09290528432,671.6406184812819,0.3230737553872286,0,Master,Mortgage,Debt Consolidation,0
44.64851633097457,22963.761731365325,0.348888121780941,9844.385317691884,514.4592648146902,0.24457060664631677,3,PhD,Rent,Debt Consolidation,0
51.15582823548232,18644.565195899544,4.7575597791149065,5449.4776954704785,582.9439489710971,0.3479869572783899,6,High School,Rent,Personal,0
22.65651128120078,18662.10555362074,0.398016131150324,3326.007710153499,608.1732825140884,0.41566971017729454,3,Master,Own,Debt Consolidation,1
29.075357408471056,22929.53652356503,0.0825485592280572,7766.809708213571,669.6096940228736,0.2575319693698316,4,Bachelor,Rent,Medical,0
34.73594243041073,22477.306318950705,1.7716475893102883,2829.1882642816245,642.8120151663707,0.17156666583862437,5,Bachelor,Mortgage,Home Improvement,0
37.80161158819607,32227.874331307816,0.8498492203107799,4441.434707492195,699.5229803443506,0.28289804165183713,4,Master,Rent,Home Improvement,0
26.90396480078354,20737.07589003636,1.0407630076761296,22225.60907863747,749.9972830642934,0.13781052270063196,2,Bachelor,Own,Debt Consolidation,0
39.24061044464089,18491.331347478634,0.2535377512610391,1843.3344091888678,684.4744578190955,0.3686443524543272,6,High School,Rent,Home Improvement,0
30.261606529290837,20122.548424623074,2.758514292469909,13933.095516708992,739.8080692578103,0.2970034687501366,2,PhD,Rent,Home Improvement,0
34.855477291217206,15408.397647732056,1.840364837565166,26778.557719300956,623.028968897529,0.5534048514725789,4,Master,Mortgage,Medical,0
40.462842480037,18398.868611785496,0.9057960784275252,15568.544439298428,850.0,0.18407741743991954,0,High School,Mortgage,Medical,0
35.064222698109376,60814.246414628324,0.37645780674869894,11143.039286878991,705.3180593836254,0.4996816419687897,4,High School,Mortgage,Medical,0
30.636141094734313,13955.941626994492,1.8001052684272383,5592.276470557933,718.404863145364,0.37265708822129756,7,Bachelor,Mortgage,Debt Consolidation,0
33.90390196074169,19161.75861492303,3.015543942203742,4833.323264119622,825.7680810387836,0.26358187418296497,3,Bachelor,Mortgage,Business,0
34.11637040794665,18146.91165318117,0.7490881106343769,1341.4351229848635,658.8178802858775,0.08161599203937464,2,High School,Rent,Medical,0
31.299889701178724,19465.796793371876,0.052401284445506485,8346.56490195534,585.4491688599715,0.05751209138949489,1,Bachelor,Mortgage,Debt Consolidation,0
32.41203937332897,18664.53252622334,0.48247244395988903,5873.509713325008,780.6434045918938,0.10917771327102284,4,Bachelor,Own,Home Improvement,0
50.986471705047165,25326.841738791998,2.293911364333669,4635.838988001745,786.5142966601261,0.6923832464386955,4,High School,Mortgage,Home Improvement,0
40.60919447941239,10000.0,9.037320403118573,7973.949356931888,665.3506305057915,0.2548397742925954,3,High School,Rent,Debt Consolidation,0
32.045196819708394,36996.76429315874,0.026933014329905598,8517.648500743651,825.9627537844203,0.3629042570376443,2,High School,Mortgage,Debt Consolidation,0
41.969544045107355,30220.972011541602,0.7310092280862186,4873.434297519724,641.6714190754877,0.4363364748793245,3,Master,Mortgage,Debt Consolidation,0
31.6618051024399,11832.014228909047,0.1280551603378066,29450.45464382426,743.2282949123148,0.0390609398895704,2,Master,Own,Personal,0
46.73124637586641,10000.0,0.7606162928247596,14537.433512358182,801.5532396753672,0.1709638573756506,4,High School,Mortgage,Home Improvement,0
38.69642192198094,13513.763004589475,1.041463533053252,16597.75703262306,659.8329015422815,0.4676376016638335,2,High School,Mortgage,Home Improvement,0
33.92697855995771,19509.69439130126,5.073126553724831,7460.351224252102,695.6798109836213,0.31393107782757035,5,High School,Own,Debt Consolidation,0
39.477169258102776,80029.12815667209,0.1679827187393919,12197.527982547637,752.601511105376,0.19092475087970626,3,High School,Own,Home Improvement,0
19.291238479315005,28900.91349681011,3.0023696462001586,3957.771207926404,613.3815091787785,0.09120021965906097,5,High School,Rent,Debt Consolidation,0
23.73232531090195,10000.0,1.0068210211352042,13808.04720793481,568.5848284481508,0.4278606034955796,3,Master,Own,Debt Consolidation,0
23.060749936009444,15602.278613662256,3.334799941751945,6880.71544176107,783.2981810177546,0.37618365350969224,3,Bachelor,Rent,Business,0
36.429430947637066,21448.152323115453,1.4406346793062372,3577.4773207178937,680.6765834662093,0.3827394340106731,1,Master,Other,Medical,0
52.32514999485092,25005.2673872972,0.08014879567105444,7956.835607270038,599.4410460002455,0.07016284809296179,3,Bachelor,Rent,Debt Consolidation,0
57.31300146192632,11414.338073397841,5.8451823982273545,6414.759433994301,659.4116771680734,0.5151446085952106,3,High School,Rent,Business,0
41.380511014407574,20588.848762711998,0.17271568321976755,51971.743818903255,700.8532295966543,0.10077743848513025,6,Bachelor,Mortgage,Debt Consolidation,0
40.00844474944457,15385.494534750655,1.8210323859936781,11479.468820180304,493.0700661771048,0.0686421835881769,3,High School,Mortgage,Debt Consolidation,0
18.0,12684.305472965367,4.202029361890445,28674.800192178005,721.5992897584094,0.07638760610317001,6,Bachelor,Own,Debt Consolidation,0
29.57326200265978,25079.29347130572,0.16626284080413506,20030.86644497469,690.8446203841909,0.2791378445649764,3,Master,Own,Personal,0
27.12216248091761,32433.223294206953,1.6143946322029288,8351.734157695459,815.5099081109577,0.5327407559976381,6,Master,Other,Debt Consolidation,0
28.79152401748884,33540.892279963715,3.477839323595765,5681.807242793726,628.1008682841385,0.4230358693083075,3,Bachelor,Own,Personal,1
33.318561814152105,29354.266341668423,8.584329250583941,2013.8804963327277,787.7117433508258,0.0462833776467785,1,High School,Own,Personal,0
30.27909422302873,17176.805468018236,2.5770827044636753,4036.9517121786284,645.5354458668187,0.42762949375175974,6,High School,Own,Home Improvement,0
18.0,31485.26320968371,0.6523867425493808,13769.382766432856,663.9174088659389,0.31328266930323573,3,Bachelor,Rent,Home Improvement,0
42.47910256117534,25707.221382308555,2.4050831902918786,6363.257380096627,678.0951248857996,0.3235162802899575,3,Bachelor,Rent,Home Improvement,0
24.272569742601934,23552.11587488629,2.446765048932433,10945.199755009646,850.0,0.3649420385304378,1,Bachelor,Mortgage,Debt Consolidation,0
37.39246864111149,16222.483658334138,2.4077190355169855,1596.836684290502,526.0509402372409,0.4002666225594571,5,High School,Mortgage,Business,0
55.740826697499735,17181.04355848215,3.8518681317476178,11647.092759118479,699.5075178830868,0.18402858603732963,3,Bachelor,Rent,Personal,0
25.806154084135766,22855.417731427468,0.18287152765589423,19480.81172051682,654.2231437257228,0.09982367461709638,2,Bachelor,Own,Business,0
18.0,74603.09203272476,0.22951987184595712,1957.4411590021284,647.1464838825027,0.23496201031474956,1,High School,Rent,Medical,0
32.139957781198895,25607.005363521417,2.046733904944419,10907.993249258621,708.3010759270289,0.4895414220446258,2,Master,Mortgage,Home Improvement,0
46.00959634998571,16226.57726514374,6.153064700172665,23737.88853303051,760.6001071302255,0.1340291797099575,1,High School,Own,Business,0
54.583474542205934,14527.595788346114,1.2541146227177506,31072.215900829615,703.1632086581889,0.738092673749436,2,Master,Mortgage,Medical,0
22.70450405547583,17224.993071934816,6.4660865024614065,5416.476242893165,773.5204700996035,0.2334267825138364,2,High School,Other,Business,0
39.966992232365214,65424.14924344343,5.563993987629353,15122.580084558678,624.9038807370792,0.3659721137564429,6,High School,Own,Medical,0
30.346895432199467,18040.44890230879,4.664228398980009,25433.738423429983,645.1447781308972,0.27845606695560815,5,Bachelor,Own,Business,0
33.94051645695864,34663.24793404189,4.8125822863828995,11171.320601726593,549.9128847591219,0.39754950110163506,1,Bachelor,Own,Home Improvement,0
61.44343347017035,18252.10832990268,4.5718255696453465,22653.328442019094,848.2905690091537,0.2962280413041331,3,PhD,Own,Home Improvement,0
19.970296716048466,25099.22556449794,3.4283681618967026,7873.915007130094,631.3287530923442,0.4686548488175349,3,Bachelor,Mortgage,Home Improvement,0
37.537396614945735,32724.281570640516,2.374749033150111,11108.338428036488,620.2785123464804,0.11383243503221045,5,Bachelor,Own,Debt Consolidation,0
39.676931717654334,16548.464136766215,0.049421991633530844,4928.118833336739,710.6662723626864,0.10627369169742582,5,High School,Mortgage,Debt Consolidation,0
45.857863249393475,15985.60922281243,0.28371152773945735,7103.3364405908505,760.7079460723044,0.07796879059120396,5,High School,Mortgage,Personal,0
35.97983153470896,50485.16689304582,0.28827673536098675,11464.068398934352,580.7918768882021,0.18348330779898978,4,Master,Mortgage,Business,0
38.08050539504102,36036.81909593367,0.04764356651780404,4641.090039625187,768.6687477227968,0.041291115720305714,5,Master,Mortgage,Personal,0
31.08351432578209,32706.730432988705,0.2481847745952538,6775.923195528997,619.6698177800627,0.22744170091674298,1,Bachelor,Other,Debt Consolidation,0
37.69126941245107,32651.24111071545,5.045128152856243,14893.779845770277,793.0619554227438,0.3041915922808789,2,High School,Mortgage,Business,0
31.568077245025897,27716.626427710427,2.180123618324093,41858.32691187807,595.9090996316444,0.3571914028115811,2,Bachelor,Own,Medical,0
41.21571889856051,60408.66939105555,0.7481451558489177,1572.5428010550213,723.5447324728393,0.4326433236003764,4,Bachelor,Mortgage,Debt Consolidation,0
31.30389663956366,22515.385419637267,3.153554378823873,39389.766728933115,654.2709819914463,0.15009517953568557,4,Master,Mortgage,Debt Consolidation,0
38.77100393902187,29396.508377400027,1.3403051373381287,6582.056993511603,537.3622156305057,0.17623770186607893,4,Bachelor,Own,Home Improvement,0
34.707371863150215,10663.090120696015,0.3065985042598045,17534.399132271312,508.40355473668455,0.5226716909891059,4,High School,Mortgage,Debt Consolidation,0
46.26050250772168,14581.657127811888,4.317005536919261,20514.23183260947,575.7047139377393,0.5718203584680335,5,High School,Own,Personal,0
34.48606276411514,12083.431552718062,0.8269802841672657,28327.757098659244,749.2556891913832,0.16374081808955568,5,High School,Own,Business,0
18.0,41648.96476725837,2.400354901799752,4526.166025879733,455.68448042338076,0.03554548039131275,1,Bachelor,Mortgage,Debt Consolidation,0
47.619215007139914,10000.0,0.6866550101435382,6766.795756572345,683.3945973225915,0.3928562832322523,1,High School,Rent,Debt Consolidation,0
25.94267699137381,18012.92777161886,1.386579384123654,7762.992116149593,674.6890522513984,0.13278293832390078,1,High School,Own,Personal,0
28.462336613511802,10000.0,3.3883877952523647,6087.866226561887,481.7704368470758,0.32717886177322986,1,Bachelor,Rent,Debt Consolidation,0
29.043387059565077,14535.5994250923,0.34104847072183814,23272.06003476912,570.3104855978568,0.27928673970600565,2,Master,Rent,Debt Consolidation,0
48.74438093170817,17232.036630754377,7.5665029293298804,7620.047171833239,570.1215144313633,0.15229104059566595,1,Bachelor,Mortgage,Business,0
18.0,44021.59319259546,0.14560578982142272,2219.776664331816,655.2691471105741,0.1759537678333229,4,High School,Rent,Personal,0
66.37748533659993,26857.864702349507,1.527177529308178,4883.360760026392,796.6335782737708,0.4002093917974667,5,Bachelor,Rent,Medical,0
45.56056809066052,14522.133870153946,4.954484656209693,2292.228984089286,757.4961927297825,0.362772689787781,4,Bachelor,Other,Debt Consolidation,0
37.2323891412916,37533.22650784965,5.8262368822367385,6750.210514039186,613.9691551567958,0.23848968912147941,1,Bachelor,Own,Medical,0
34.451059993837134,22223.73469748879,0.5282148692998302,13877.7170054136,567.0582510686102,0.15617356103478564,0,High School,Own,Debt Consolidation,0
37.85554074857657,22444.1084605052,0.3109347153690182,4800.227838660284,494.1626167720625,0.453895091175787,3,High School,Own,Debt Consolidation,0
40.211224283793385,12072.2444081579,2.5776312527928327,5869.787013674127,612.1391516451766,0.35483674894622314,3,Master,Rent,Home Improvement,0
41.45215585950057,13426.60067320525,0.08575982173207906,6504.098308064248,560.1212780540567,0.32335167173417134,2,Master,Mortgage,Medical,1
40.55604466003449,14580.661137283038,1.3281050070848848,9068.788800146733,646.3852018294486,0.37166298507837014,1,Bachelor,Own,Home Improvement,0
35.895806812552486,22544.144337038608,3.1827562215727045,12244.917389657414,650.174386307747,0.07918987511424588,3,High School,Own,Personal,0
33.02661579692674,22901.160462811717,1.643119278129568,15456.800423533665,602.4414067536095,0.38298270533294027,3,Bachelor,Rent,Debt Consolidation,0
33.487267163464885,47669.46531545402,0.4165425522280333,49237.63683465198,604.5355819509743,0.5177809155035229,3,Master,Own,Debt Consolidation,0
33.05091719647319,26702.90350466148,1.3351315825653698,8944.523681210372,580.6205178964772,0.21862909379069892,4,Bachelor,Own,Debt Consolidation,0
46.337700968670646,10000.0,5.08358182041826,14597.921626062072,598.75205034564,0.23080815011537154,4,Bachelor,Mortgage,Debt Consolidation,0
40.935567222808615,25117.52262081499,1.9205530458300752,2275.4988950190236,793.5915350705413,0.07151710238652102,1,Master,Own,Debt Consolidation,0
18.0,10667.87130857788,2.5566071338559713,5982.8577149284765,701.7808041836287,0.42531119088774033,4,Bachelor,Own,Debt Consolidation,0
41.55900776529761,13588.981203351277,0.8197412352478658,6526.763639386111,703.1350275444715,0.21829347781669173,1,High School,Rent,Debt Consolidation,0
36.94736194718775,14675.214541858142,0.41770179719068706,3590.8638842317623,751.1942907993329,0.20206583582571316,2,High School,Mortgage,Personal,0
34.81291243554102,15808.939311699858,0.5904669718818777,5277.489630691084,742.3522599201951,0.12730303100724724,4,PhD,Mortgage,Home Improvement,0
31.114815469111143,11074.775280191518,1.5236127601301477,7435.433971170205,792.4764391972903,0.1745378951519009,4,High School,Own,Debt Consolidation,0
46.24112719986013,24385.427560145155,0.6576197652652679,5411.433454830825,708.8418109516542,0.2785531126612195,4,PhD,Mortgage,Personal,0
44.475264621228575,10879.100664216494,1.561618428948402,64956.1269037226,670.5144440713641,0.40395095869920294,3,Master,Mortgage,Debt Consolidation,0
27.27122332176391,26326.565505391016,2.460578305995595,12207.676733240958,590.9228702119697,0.06459622460748528,4,Bachelor,Rent,Debt Consolidation,0
39.07052287124535,67405.74553076577,2.651496670066308,40167.68883468903,567.584800821805,0.26887086353700407,3,Bachelor,Rent,Personal,0
25.283432654587138,11331.259020016343,0.35989261505317033,26745.484733496756,738.2257261729779,0.4582614594678586,1,Bachelor,Rent,Medical,0
21.203818352110694,19105.75443216847,2.7760384864190133,4859.073657331654,638.8945022395432,0.2698994609118652,3,Bachelor,Own,Medical,0
28.73282775410035,10000.0,2.2336837220337036,8350.263497516862,514.0120248934181,0.34813940093450824,1,High School,Mortgage,Personal,0
43.62393472382759,18949.49106676687,0.024155553930162946,5722.381266873956,440.6967902393196,0.3108140290520872,3,PhD,Mortgage,Medical,1
44.53125045376087,30374.49564775133,0.12135261837012827,7119.137024036687,850.0,0.34270799836455496,5,Bachelor,Mortgage,Personal,0
40.130854200972934,31581.273579783254,2.07832684371429,3710.2445306246577,551.4063776329199,0.32218674583255624,3,High School,Rent,Debt Consolidation,0
42.25095786847997,22895.18407770428,0.9680554968260188,5691.742599088827,581.3761282680565,0.31345482482547593,4,High School,Rent,Medical,0
40.16178287114958,34359.427439395855,0.3158917439437645,10803.388406264598,772.8077922962323,0.31816930438022967,3,Bachelor,Mortgage,Personal,0
28.585184047770476,78670.79462199967,0.09082452567090225,10577.640289884863,529.1425366669816,0.13355515815733615,1,Bachelor,Mortgage,Debt Consolidation,0
39.31922544673941,51852.18448968538,0.3472747648661829,9924.114993639998,703.141000239548,0.3194694225151686,1,PhD,Mortgage,Business,0
43.00409525227683,16962.147712075082,6.317159658633589,7725.332478232267,832.1976832048761,0.054713014339151,1,High School,Mortgage,Debt Consolidation,0
42.542913298135744,10662.071535691388,2.600715160791245,16132.545015861013,850.0,0.340643813749223,4,PhD,Own,Business,0
46.88913371474643,17978.363601171648,1.5003047597620967,6596.968993607493,605.2551715483248,0.30997825502418774,1,Master,Mortgage,Business,0
42.083038472010635,13718.610452675786,5.6788421462522125,24667.50012526087,648.7963107174079,0.13505064396371677,4,Bachelor,Own,Business,0
38.51448207541583,27602.83527908786,1.9304916171102362,1848.1158772694664,610.3616126978413,0.0351183933994597,0,Bachelor,Mortgage,Personal,0
45.701502383164275,12202.586668856271,2.5866661540296634,13704.07919806565,648.2049705313871,0.2499999673226885,3,Bachelor,Own,Home Improvement,0
34.7347874075094,21238.88085881673,0.6643878949477618,11976.442685433885,779.8271566909859,0.24266909012760796,6,Bachelor,Mortgage,Personal,0
26.18125348772282,33490.162811357746,1.7782357785592717,4723.695674991127,510.0687525730124,0.13700883662404703,4,Master,Own,Medical,0
33.36933036056236,20944.93360885946,0.3097487866510433,6098.604042715311,714.795679602524,0.25275130337402446,1,Master,Rent,Debt Consolidation,0
27.55097355193551,13723.199703440889,1.0366511739463498,11752.635018066629,630.4502366910767,0.3779770153925338,1,High School,Rent,Personal,0
28.248217250256182,39632.589612174605,0.06761068154601138,16860.825589723572,786.8501080028191,0.1291183052218991,3,Bachelor,Rent,Debt Consolidation,0
33.55481329284482,10000.0,0.48829542366065576,1999.054235274315,781.5419901409032,0.23789408780781757,2,High School,Own,Home Improvement,0
27.075800790000386,18696.70290508585,0.15563905861631827,13394.465177055421,609.2868500878944,0.23253319787589816,7,Master,Rent,Debt Consolidation,0
31.920384703609596,21572.39977282022,0.9813233114546106,5618.831772140574,638.9218948264628,0.27531912537075126,2,High School,Rent,Business,0
18.0,22202.370228257794,3.703466954619777,19934.991221094144,739.2762743433137,0.5276137623278607,2,Bachelor,Rent,Business,0
37.13293707372939,24106.770847253036,0.9494185070040477,1860.461452998215,748.3320993947183,0.19471476841125676,2,Master,Own,Debt Consolidation,0
35.012054753622245,29888.226219427295,3.5632970272402993,57310.5022986295,402.751069027364,0.3539332510766011,5,Bachelor,Rent,Home Improvement,1
26.829113689318092,21639.946928330945,2.137126509795402,3988.171178631567,738.9550496152663,0.1671984028706633,4,Master,Mortgage,Personal,0
41.59245668432405,18324.07153559768,1.4247800713693868,25437.22546082175,814.6481892207587,0.3447234933071704,2,Bachelor,Mortgage,Debt Consolidation,0
44.37570137626558,17965.44244966965,0.5407106184558976,7666.782418648069,675.5609366113825,0.3702982556329377,5,Bachelor,Rent,Debt Consolidation,0
18.92440135631026,16223.922004766226,5.1060992953179305,4209.3630059972475,745.0176422655568,0.15085089978209945,5,Master,Own,Medical,0
27.372752214337858,32655.600851867843,0.11145000793249898,10017.523659307637,777.8756126868215,0.08476248057947662,1,Master,Mortgage,Home Improvement,0
27.308576502127018,15942.37217470034,2.335365440103603,18458.87116690194,672.1593709374782,0.1301547812198342,5,Master,Rent,Personal,0
25.600968988911355,33637.12189876221,1.9417044737255649,2339.8360912036037,731.4230809875378,0.16046663519262458,4,Bachelor,Rent,Medical,0
43.294748419317486,22236.704115345878,1.1633601762291383,14203.889001381303,651.2686497363242,0.32203056154411247,1,High School,Mortgage,Home Improvement,0
33.06173861227197,16972.889190610487,0.5497184889902089,8024.520545258913,644.7831848396596,0.1110395317072072,2,PhD,Rent,Personal,0
32.35485158689389,30007.529361529938,1.1266812118881302,12856.891705544178,583.8458572471186,0.06894810251545298,1,Bachelor,Rent,Personal,0
18.0,15310.176816007574,4.123560458622671,8174.544584300042,667.3022446934209,0.28147831008909957,4,Master,Rent,Debt Consolidation,0
41.35418030209226,30305.728116031954,3.625142400517021,5128.173998021405,838.6856835109503,0.36179222864857574,4,Bachelor,Mortgage,Debt Consolidation,0
22.607416051465275,24498.399321836794,5.673401334630316,3325.9193093904637,559.7505091942108,0.1508834446207156,1,Bachelor,Own,Home Improvement,0
35.599326302663286,16347.620906861306,0.7357410672999646,13878.776609324656,711.68729245847,0.2169358837764973,4,PhD,Mortgage,Home Improvement,0
37.773769379581914,28690.387280083607,0.9791205465125701,13819.2467812917,682.095507744911,0.42046220417977154,2,High School,Rent,Personal,0
48.60658595838651,28949.113560031517,0.037807414318074356,13764.08301417266,797.4827768995568,0.31623568710498023,1,Bachelor,Mortgage,Medical,0
21.911796008808878,39291.35514931836,5.7276542202476115,11408.078862617316,816.2893310216183,0.24386945385326697,4,Bachelor,Mortgage,Business,0
18.0,35705.98162325984,0.7991353399163176,17253.30671085499,557.5722496446436,0.18373538079580992,2,Master,Rent,Medical,0
36.83849544753695,28159.414280658628,1.0355790360879253,24955.647388811267,592.5784548093696,0.16187842620428605,4,Bachelor,Mortgage,Debt Consolidation,0
53.005111815108535,12534.053816235779,4.767690330737676,1805.9927545192593,598.0413737503367,0.7725757939615688,1,High School,Rent,Debt Consolidation,0
47.38946352939438,74928.791443446,1.4956225316516385,1244.5907561033875,601.5800612322673,0.1417427577092742,2,Bachelor,Other,Debt Consolidation,0
37.096594152746256,10918.259983847647,1.670225991434501,32027.746618244353,610.1551513282459,0.33831371780998665,2,Master,Mortgage,Debt Consolidation,0
30.083638143679526,35405.82335480572,0.38773471914950525,2771.552158657416,684.7064519170361,0.12439007172598378,2,Master,Own,Business,0
43.071225966373106,27327.311667038386,1.3809416137651143,3398.2143129652914,564.8613025155832,0.328098057457437,4,Master,Rent,Home Improvement,0
25.264538002955312,12245.683833443472,5.007166372971314,6437.583723631378,578.9208505695825,0.7742075903220551,2,High School,Mortgage,Debt Consolidation,0
39.76357769356219,20699.183428167362,1.6361427035625389,2157.753119957176,570.9409689486613,0.709178346474535,2,Bachelor,Rent,Personal,0
40.054701591666266,21175.99603946882,0.58905453389896,5971.363917308247,699.2624492699529,0.564947261886137,6,Bachelor,Mortgage,Business,0
45.6020990749888,42310.53370979364,0.0633546696131553,3795.288563310061,643.6231658328667,0.3235725205311887,3,PhD,Rent,Debt Consolidation,0
62.596600389110776,15418.826624936355,0.8198554218112987,6723.252398079988,625.8698544822836,0.20323752997375208,1,High School,Rent,Business,0
38.92415967178767,19322.538602660385,1.700027355399766,10136.24653002686,565.8120302163561,0.44734153640928503,2,High School,Mortgage,Home Improvement,0
29.910363742925014,10000.0,0.08709576352740227,6155.919508964515,489.59459283262515,0.5469557874922409,2,Master,Own,Debt Consolidation,0
34.74425687808006,52437.71674310528,1.8821536562851544,5912.134257453115,813.1533727343083,0.35123211546717115,1,Bachelor,Own,Business,0
18.0,12897.204719904714,1.4822134534721405,9960.640317654323,621.1272312185217,0.06628395340605432,1,Bachelor,Mortgage,Debt Consolidation,0
28.052868689109417,25937.768588003833,3.0597334241121286,18684.198364185024,850.0,0.314566908941147,7,Bachelor,Mortgage,Medical,0
30.907175618868962,20937.478990729367,0.05862729946799364,29213.069611041323,727.2791390900984,0.3225155603895909,3,High School,Mortgage,Personal,0
29.759116020654076,20973.174945504037,3.0359734727477306,6803.343059810461,832.9252833017573,0.1877808124089141,4,High School,Other,Debt Consolidation,0
36.52354872033722,33022.05638325265,1.4715960501400833,34888.45745501283,749.3487279514111,0.6589318805392158,5,High School,Own,Home Improvement,0
26.775800676177994,50798.96351710431,0.9257520470658174,16339.903584398819,665.8516157686968,0.6609754485348861,2,Bachelor,Mortgage,Medical,0
46.210306673244716,24977.903049279255,6.726819410332592,3024.173883553696,590.234244194002,0.37513440782063795,2,High School,Rent,Personal,0
35.002070649181974,30562.80448341917,0.34899143082224665,2954.348392904994,552.316008460352,0.6529927778737568,5,Bachelor,Rent,Debt Consolidation,0
34.90699678861385,25963.468423962346,1.5588272807179557,5105.990409493123,761.9651016985936,0.059407731804566904,2,Master,Own,Business,0
31.72105283487082,36635.233196117915,0.7742137339079095,25736.955280629736,676.5034049040662,0.3241741138386429,8,Master,Other,Business,0
36.551906838589794,17475.26637616078,1.4993774090349552,5425.721405539859,711.6501040783472,0.6118857310213794,1,Bachelor,Own,Debt Consolidation,0
43.25098264667635,37710.553849170574,1.6071541703489505,1783.1104112927098,731.4623504948737,0.738922087614193,2,High School,Mortgage,Home Improvement,0
26.328697842890996,38378.39433958363,0.18740908559387895,6747.2657848293575,685.5974387725798,0.2462088373056884,0,High School,Rent,Business,0
28.418835109247432,37845.543253667456,2.1643078291301094,1661.6102245039024,602.8142451698599,0.34059983746089934,2,Bachelor,Rent,Debt Consolidation,0
31.962739712233354,15834.178301350346,2.012876748626451,3484.2618131985155,751.27024710156,0.49201176749729936,2,Bachelor,Rent,Debt Consolidation,0
21.541290765267853,20248.40254753314,2.9347249021350765,5066.356883922324,630.1813152697682,0.4776566580074606,4,PhD,Mortgage,Home Improvement,0
26.807421402785025,24828.15311118962,0.19006912163163245,9133.782019643648,659.056926471764,0.38041427595373595,5,PhD,Own,Business,0
30.237791264553408,11098.652433969763,0.7055324627045093,18385.725625228384,721.7390606637717,0.1387989603582856,4,High School,Own,Medical,0
43.74389180712728,48896.45138632971,2.1002763473201984,14119.4527709449,644.1036593151059,0.06824038078805927,0,High School,Mortgage,Personal,0
37.62561329001925,21891.67558452963,0.2940574629011584,3154.3576640678607,468.2152141670141,0.1579327581470837,4,Master,Mortgage,Business,0
36.93589911367545,25386.27477585077,2.263913437402845,6018.7218005433315,754.0587504553548,0.40809138763255254,4,Bachelor,Mortgage,Debt Consolidation,0
43.50897962167972,16506.306188871968,0.12168105073725784,8613.624483852955,775.4928829915051,0.08040304279805804,3,Bachelor,Own,Medical,0
33.62628211600603,11345.327002810982,0.8157306314854693,6569.771295475176,466.88839083995566,0.16244884655381103,1,High School,Rent,Business,0
38.904648499288896,16284.76125635895,3.750862096919975,6532.622955288102,545.6708794338462,0.314520340717741,2,Bachelor,Rent,Business,0
33.96778247067504,24577.879100433376,2.9770200130838442,2042.2457522359316,850.0,0.1773329719571539,3,High School,Rent,Personal,0
37.653623493996285,30844.520818414847,2.0699273499138098,3222.1775865559352,673.2034678503912,0.10782712799800538,2,Master,Own,Home Improvement,0
29.17241342388418,23882.3690802481,4.087506684488666,5870.224284460681,650.3551273270365,0.5902255606898347,1,Master,Rent,Home Improvement,0
18.0,26196.000046708275,2.4707174193910295,1000.0,607.361659295043,0.2600911736578769,6,Bachelor,Mortgage,Debt Consolidation,0
33.65720837813696,18610.604146664486,1.465336315252788,13527.980593143766,546.9297349143366,0.09932790756651198,1,Bachelor,Mortgage,Home Improvement,0
49.227481360999406,28229.541601458066,7.795993705431439,2702.295079134403,630.5582357693617,0.6440507468317079,3,High School,Rent,Personal,0
44.26215402241593,46231.48937941076,2.3739434882538673,14037.260066999987,747.4422739165711,0.32070278093251064,2,PhD,Mortgage,Debt Consolidation,0
44.653974845911705,31331.98441961431,1.839429056829168,13083.8353378292,648.4322040619,0.26427485091694825,1,High School,Rent,Medical,0
47.36130721806218,33016.77168188495,1.0514405371154316,5245.078909938591,711.0284085893048,0.2412189323995405,5,High School,Mortgage,Business,0
35.88657590961437,25514.653155408527,4.654011705949905,18041.65735580781,826.5707148506563,0.37116032520303494,3,Master,Own,Business,0
36.973157074055955,10388.165091745472,0.7011275834086566,14684.64803864948,591.9521819553808,0.16936149573419837,2,Bachelor,Rent,Personal,0
28.8234810456565,13064.667587901924,0.018524715427959342,6328.577860645946,680.2874900658442,0.2646409567173696,2,High School,Rent,Debt Consolidation,0
31.8392714397295,27651.573146747218,0.4381549640595405,5782.505283710015,750.4393560935678,0.09568846731985445,0,High School,Own,Home Improvement,0
41.15771149771142,21906.320336765177,0.23198363855572757,19492.522871494057,556.7096366533403,0.29832737546628546,3,Master,Mortgage,Home Improvement,0
47.038844371688164,27444.510447384062,0.7683676613819328,9755.73963720303,667.8052828065805,0.24994315541502674,5,Master,Rent,Debt Consolidation,0
33.60553724319001,50930.21844144813,3.4960059335034743,18690.258563825802,837.232452462636,0.09877975640798146,4,Bachelor,Own,Home Improvement,0
30.498107351485885,31666.607060559247,2.108404465594019,1198.4936319589988,615.9749619540185,0.6678442528436401,1,Master,Mortgage,Personal,0
35.005279588565976,41334.099947806164,0.37020425215328256,8767.334257250484,756.834653800379,0.20002906358753836,3,Bachelor,Own,Personal,0
41.01206748929115,23094.290344756108,3.1101051570403992,2294.0468731733886,635.8863122790228,0.2644449138953242,3,PhD,Rent,Personal,0
20.56145183866458,14711.608592058677,1.4032454579207,7937.623435511292,829.958701731699,0.5746319417614552,3,PhD,Mortgage,Debt Consolidation,0
18.0,21398.30346204594,1.4378106801727608,14343.557514388156,485.4532111162895,0.7342890727605291,3,Master,Mortgage,Debt Consolidation,0
29.494631505084165,14729.743459895724,0.8991856867121462,32575.381605533326,656.4956191010284,0.29266553353143493,2,Bachelor,Mortgage,Business,0
22.792875740858413,48009.177925146345,3.9992855772007188,3825.584776231798,502.114530485411,0.04157156798766777,4,High School,Rent,Debt Consolidation,0
29.91859802352689,32702.1315006705,0.766411308026274,5321.10440522751,579.9123183719106,0.30257241755605646,0,Master,Rent,Debt Consolidation,0
33.52219681182528,28574.107320974847,0.1977404921269323,7506.868454239181,579.3181214704805,0.4305634228890726,3,Master,Mortgage,Debt Consolidation,0
30.467515909769865,40862.64506546629,0.7211622519217922,3715.8960236750468,623.3043692866146,0.5095868791782356,1,Master,Own,Personal,0
49.524675344707454,10000.0,2.513014764015174,17727.063870808433,531.170864930468,0.2776947317571711,4,PhD,Own,Medical,0
38.2674476460232,29556.795887672753,2.1434454708450597,7661.203487984226,642.8260442440488,0.3145806676477102,7,PhD,Rent,Home Improvement,0
38.004743596108284,11437.779058549175,0.41655212821915805,8933.51862036016,696.0466504481178,0.1505188688548308,5,High School,Mortgage,Business,0
41.22207144043402,21946.701870998928,0.23708131814719935,13308.23773997454,496.80968673784344,0.7041867616822353,5,High School,Mortgage,Home Improvement,0
23.611668822192307,18847.700645531895,2.1627185141419725,7651.299539971898,586.5067509970528,0.6629719890304305,0,Master,Mortgage,Medical,0
45.391117874202685,30664.726714381748,2.2563510261862216,4213.161931790408,850.0,0.20551681673825917,6,Master,Mortgage,Medical,0
34.2423571346454,24688.520178616644,0.911884746478149,7704.684576138526,682.9237138865849,0.06732497000716042,1,Bachelor,Mortgage,Home Improvement,0
41.70480617241213,43155.2167315197,3.700490400202663,4084.9097433109455,468.2258795818233,0.20614936325915204,1,High School,Mortgage,Business,0
24.281427669598443,16302.135973581273,7.652168088200416,8834.190102099166,509.95341352402124,0.6431135552108324,5,Master,Mortgage,Debt Consolidation,0
19.462412339839357,31399.812320258243,0.4604501913560245,17989.619510070228,672.5904245372861,0.30698717527399594,1,High School,Own,Home Improvement,0
43.17889658025029,23887.524362894856,1.7210911232193011,3165.3451038394787,660.0666038574237,0.2845445306832908,2,Bachelor,Own,Home Improvement,0
38.76409526097517,10000.0,0.010721343528866983,2378.2095623876853,591.255719829912,0.15564321988500632,2,Bachelor,Rent,Debt Consolidation,0
25.979484456424895,13914.56998831713,2.496925228757681,8428.717875456336,850.0,0.5350098877107565,1,Bachelor,Mortgage,Debt Consolidation,1
26.303369187253054,20436.156392978643,1.0698340555782484,4384.190611594949,850.0,0.7531723223538672,4,High School,Mortgage,Home Improvement,0
46.254347844147695,38412.808012139816,0.4295305617518986,8311.507002891032,623.5616640150276,0.40082438196804043,4,Bachelor,Rent,Personal,0
23.10588107132672,27774.16438143959,2.7904435585095726,10470.560292155886,737.2956865926739,0.11352790778581501,3,Bachelor,Other,Medical,0
51.426729532559634,12286.416580303583,3.32830354855463,1458.3355306547683,742.3166171321002,0.24429165221403554,4,Bachelor,Mortgage,Debt Consolidation,0
25.99379265352131,20534.09359659828,0.23569070284179966,14071.117090042302,755.5873139477577,0.03688562057937647,2,High School,Mortgage,Home Improvement,0
41.38391925608383,60409.594726601295,0.08371956950584175,3178.8195546701545,585.9914678226096,0.3618734295492264,3,Bachelor,Mortgage,Business,0
31.713815242510154,23286.094700243833,0.8131667913247002,7959.501406866088,843.9449217220538,0.2721092613957597,4,Bachelor,Own,Business,0
41.03187431082343,18701.092291814875,1.9669479785499688,4781.4261161617915,643.1402803765591,0.34501871869149253,4,High School,Mortgage,Debt Consolidation,0
29.558859978858074,28165.97083750527,3.154130487299062,5210.517136008377,692.1992081025111,0.34865478787369514,1,Master,Rent,Debt Consolidation,0
33.37207093927706,32263.65165514427,1.5795914963856579,31418.94555887339,650.204351022831,0.042150332612331094,4,Master,Other,Debt Consolidation,0
35.40919175395721,17534.327785613805,1.7385699190323733,10461.048971118267,636.0313827701241,0.31750604341519606,2,PhD,Other,Home Improvement,0
24.978125442185274,28318.975949701966,3.2174585446865307,16709.80116510706,677.8404459937859,0.24008980761628054,2,Bachelor,Rent,Home Improvement,0
42.408243454201255,18686.474486760468,1.5051294028616433,9143.084529233933,531.4114426206484,0.2171717628773766,1,Bachelor,Mortgage,Debt Consolidation,0
29.867864335284146,31560.56890426441,1.889146322717607,13306.539162354067,452.88469808263505,0.22179835312666787,1,High School,Rent,Debt Consolidation,0
32.714000846599816,23976.910385743256,1.452239045313576,11315.205161447162,628.6619523986274,0.33931804147363176,5,Bachelor,Own,Debt Consolidation,0
25.056506253914876,28028.69017097896,4.2481789142163615,9932.474454245817,561.957236307673,0.5539009496131595,3,Master,Rent,Personal,0
18.0,15069.200336123438,0.5371099833953472,19647.880076536025,704.750367798664,0.44368409880909837,3,Master,Own,Medical,0
33.08972237399831,14608.470460097384,0.613032887268668,9183.873670504445,693.3790158711649,0.4019415762313895,1,Bachelor,Rent,Debt Consolidation,0
59.12615421612916,35339.219222780484,0.27384332127799105,50418.77264250505,651.3480019696702,0.12046383984880348,9,Master,Own,Debt Consolidation,1
42.84604287898024,21169.18381015964,3.4236806318507624,17473.22971748439,798.1574790554384,0.5174841175303936,3,Master,Rent,Personal,0
34.80739620265605,25400.32812041289,1.0612992904940637,3256.3670197008887,649.377232113703,0.2804895659677913,4,PhD,Other,Medical,0
32.37109170791732,18897.82823901611,0.855096125848658,7035.754637541871,504.1849157054104,0.2560825765441351,2,High School,Rent,Debt Consolidation,0
35.22465892812046,34522.39031001619,7.9636806927314625,11132.923515036711,627.6355758345584,0.4814107669912648,5,High School,Own,Debt Consolidation,0
40.4711911517521,16254.011356219002,5.229211697373962,8396.728700554619,767.096776685501,0.10288473490086938,4,PhD,Rent,Business,0
23.191871846911553,20582.559707386994,7.150221882859023,14037.656324309826,461.5745327039457,0.38933673479262154,2,Bachelor,Own,Business,0
46.143216946688725,32630.29421834228,0.30699944259710155,15330.711205875989,640.5963672950023,0.5642232927426533,2,Bachelor,Rent,Debt Consolidation,0
42.15381315441244,39596.01851281462,4.437440563558299,2730.7468204180677,707.5462034558956,0.12665368582478528,5,PhD,Mortgage,Home Improvement,0
42.18185725707934,16951.648326584884,0.7971068956758942,22580.95285251442,850.0,0.13354351521266355,3,Bachelor,Mortgage,Debt Consolidation,0
39.38475738809727,58679.28168614623,0.025475098909273363,5445.506366312853,770.8257636927606,0.2652635739124958,2,High School,Own,Business,0
35.1961665769399,25761.099115798243,0.9928540195268403,5030.5087207620745,663.2616383364485,0.13099154540665336,3,Bachelor,Rent,Business,0
41.7286123596682,13076.027475993882,1.4234222714578701,5017.575288980623,702.0759226346947,0.23915751791583256,5,Bachelor,Own,Debt Consolidation,0
40.91814133741378,26490.091179501644,0.22907257712377452,15473.143532898843,460.23046397150745,0.4170164380128981,4,Bachelor,Rent,Personal,0
31.45959289058976,18187.692221873713,1.5429856645508635,6544.274612937261,545.0277814094038,0.3268980867826307,3,PhD,Mortgage,Debt Consolidation,1
29.26398227103099,27365.386944207014,3.4236455436890783,4765.504489828202,715.095567111063,0.0472764829311112,1,High School,Own,Personal,0
36.01856295261987,21559.50091650373,0.9485083427139751,5772.339138924747,666.1167396656318,0.4666923593103958,3,Master,Own,Personal,0
50.49020151495188,22859.837871654658,0.869720299709375,1928.0158052242282,678.8741186597393,0.2927428323210029,3,High School,Other,Debt Consolidation,0
22.60892924346099,13963.517461120126,0.8274293454679572,4130.976046226541,653.4114653677361,0.2764900333852037,0,Bachelor,Rent,Personal,0
20.3247473424756,36135.48463290096,5.1303543597981855,3005.9025794170593,649.4909102418486,0.11229133205218582,2,High School,Own,Business,0
36.647608412365166,12356.485135565283,0.09997376736475666,6533.280930021713,660.2930648478797,0.6004876518368439,6,Bachelor,Mortgage,Debt Consolidation,0
35.50887701856018,12652.594251471328,1.177848734855185,13785.25216801648,544.3964815735195,0.550321616035799,3,High School,Own,Debt Consolidation,0
36.73341664370408,26467.694016914043,0.6146799357314795,12620.789843016153,627.1073027655068,0.2550834360631924,3,Bachelor,Rent,Medical,0
37.439531979085004,49090.5643682399,4.4849946495741655,22145.73924964153,525.5895368571158,0.2754165338091725,2,Bachelor,Own,Debt Consolidation,0
32.76797745365195,18466.313354709706,0.20196746792027,18530.636230279986,588.0403543261759,0.36051947761778697,4,Bachelor,Own,Business,0
49.898634386020824,31272.242480250166,1.060162208262109,5308.808112219825,769.5905009204533,0.4855929470359143,0,Master,Mortgage,Debt Consolidation,0
18.990960215234843,37671.91322296373,1.0445017954643283,8227.661587921777,631.9247689502437,0.3156872656240801,6,Bachelor,Other,Medical,0
26.715029752197538,33101.77610368026,4.3855684166118,7894.764716187992,709.5839475280808,0.3568386456291072,4,Master,Own,Debt Consolidation,0
33.96745239850953,18852.40659243508,0.4854007025112916,1449.766595478832,661.529455411255,0.5589734772041902,2,Bachelor,Own,Debt Consolidation,0
18.568111888458326,12765.182690507288,2.0706858280592733,3060.0678578612683,611.5108333106725,0.05122568637711358,5,PhD,Own,Personal,0
33.241455955679285,10000.0,0.2886788982250175,7088.086233091394,549.1431293391577,0.06509120856802894,4,High School,Mortgage,Debt Consolidation,1
51.61470165728018,19313.888939835157,6.157172134082635,7056.34754619931,609.9944347590642,0.14223590556348895,3,Master,Mortgage,Personal,0
35.20886488295962,39697.50761719017,1.7979576983675676,12208.162243443536,668.3178445980525,0.43896073327305885,4,High School,Rent,Debt Consolidation,0
37.30700905718683,12555.536562288538,1.9683723239726454,11741.83405154006,708.015344412426,0.12179441509274744,6,High School,Rent,Business,0
22.398352348274198,31260.322598109728,1.1375218609492155,1965.3900401482474,662.2336864557286,0.385035382550848,0,Bachelor,Mortgage,Debt Consolidation,0
28.836385919605227,13696.885291382227,0.8379601889857071,12269.568715375197,714.9480317945711,0.0656383470974642,5,Bachelor,Mortgage,Debt Consolidation,0
31.24803619676063,23226.201332845725,0.4782319416725989,9347.551956463409,497.9829897440294,0.4431017253974024,3,PhD,Own,Personal,0
31.82284903243766,31379.051735533387,1.8526202870796025,13342.351059939496,736.6662557583502,0.14927783348278767,2,High School,Mortgage,Business,0
47.81643795003769,15839.344494367686,6.182801830518686,19024.682045125843,537.1743659298047,0.11447618017588874,2,Bachelor,Rent,Debt Consolidation,1
40.57691060725124,23986.401398437803,0.8919210434622924,7227.826313662477,748.3504617158021,0.3085019587590241,3,Bachelor,Rent,Debt Consolidation,0
23.88542043062968,17898.180375065233,4.2938463455386735,21948.862384703323,700.2405843412843,0.41006833515956576,0,Bachelor,Own,Debt Consolidation,0
37.46504778432005,31337.612407893706,0.32216066565987617,3977.78192196005,462.9810437855034,0.21528170978822886,5,Bachelor,Mortgage,Business,0
39.98221748496785,24776.690333129198,5.50168642615987,3802.482811099124,723.696282418493,0.19684488739399214,4,Bachelor,Mortgage,Debt Consolidation,0
46.40149038521267,22657.672997146103,0.8630626503092549,11418.815452258365,749.5097339832912,0.37959441285299084,3,PhD,Mortgage,Personal,0
50.805406865683736,48010.498276579296,0.9551918328106708,6032.917259873344,775.7878460345905,0.31246297941192486,3,PhD,Own,Medical,0
24.849058081721314,30673.46020288255,1.2429269581390028,9989.662144438402,573.1401715893977,0.14014890185427542,2,Bachelor,Own,Personal,0
26.89142488789662,15596.847148355799,2.5334295778098017,39910.13959875172,667.9410842070527,0.02422234379540172,1,Bachelor,Own,Business,0
22.42422141085384,21100.83832254311,2.543457408705511,11101.062004481551,719.4449383048709,0.15072732791858892,1,Master,Mortgage,Home Improvement,0
32.659801408930186,21206.236829388115,1.3062711939914318,9602.085861471825,723.6326867412079,0.5501866849920588,0,Bachelor,Rent,Debt Consolidation,1
39.663583744463345,22929.046371693443,1.4811187662279475,4042.520639550889,690.9520761862968,0.3174422715933302,2,Master,Own,Business,0
44.87334516589102,77827.85179325212,0.0609400393629,2079.777414481271,607.3363756543378,0.02791690383529149,4,Bachelor,Mortgage,Debt Consolidation,0
34.24048976357477,26513.940926786425,0.7256640097596606,7646.189573640971,748.7943754109148,0.41694206176374193,2,Bachelor,Own,Debt Consolidation,0
31.80152476745156,10000.0,0.8493480705039902,19024.752953544656,749.3819966814517,0.13547396593233732,4,High School,Own,Debt Consolidation,0
36.51757992248741,16791.037050760042,1.636184312851685,6258.210711174757,634.5721693903397,0.534984260797637,4,Bachelor,Rent,Debt Consolidation,0
26.64857098369977,10000.0,1.634247667426126,11172.045495819613,571.6445195958938,0.05544348837986156,2,Master,Own,Home Improvement,0
55.89538721694773,18677.985651704435,2.47505778121072,25366.83314847379,577.2096660801856,0.28404821835052346,2,High School,Mortgage,Personal,0
18.923389728819412,10000.0,2.524809678116439,24864.9149478079,786.4817715332213,0.038784984962805025,1,PhD,Own,Personal,0
36.847405788957246,14245.619920757283,0.5363098791741809,11419.214637877894,745.0678384918426,0.19448734219785144,8,PhD,Mortgage,Personal,0
55.236062192296394,10297.322975888299,2.9409800034972258,9284.347372293403,647.996021727997,0.518050032208437,3,Bachelor,Mortgage,Debt Consolidation,0
35.067998445599976,26690.956762506383,0.03959653342578952,2404.491103558391,630.0826792479003,0.38236872516214426,3,High School,Mortgage,Medical,0
33.099609649985055,22032.40672209724,2.518702439125573,4894.386840257489,473.18132391443226,0.3934723684773334,3,Master,Rent,Personal,0
31.425545771895727,25629.034648628098,0.21530651400660453,6473.002557094624,641.5598895621908,0.5468256337216258,1,Bachelor,Mortgage,Debt Consolidation,0
33.19608318237592,20904.59574145241,2.6160624725790456,4097.509834973462,530.8884845445826,0.6627292988300504,1,Master,Mortgage,Debt Consolidation,0
48.728484746765304,10969.249366447411,1.4978191691929974,9884.89002758956,665.8999476491758,0.4111624413291349,1,Master,Own,Personal,0
18.0,28474.399078824626,1.1498555937742947,37395.982086485405,768.524724676144,0.0951473565733866,6,Bachelor,Mortgage,Medical,0
50.33433701296325,57590.46415619298,2.3466698793933056,27288.18965309985,551.9548447027558,0.12595778629227605,2,High School,Own,Home Improvement,0
20.76042847549855,27027.395785846024,0.07409748138243884,9848.79005401273,673.8586760388034,0.17532050878574396,5,Bachelor,Own,Home Improvement,0
32.333476707655855,17801.494623032966,0.5058408432763547,15116.577338687837,749.7779762009926,0.3522285654219423,3,Master,Own,Business,0
30.70755579701338,10785.591607168173,1.916519176263688,4523.840353024371,672.0295395272251,0.015847931256098693,1,Bachelor,Rent,Business,0
40.8855326977072,13988.159694028842,3.7574524721379903,26141.29378836421,597.6017038149743,0.1475897959714878,5,Bachelor,Other,Business,0
19.018756481162526,27626.198660002,0.9596478197182233,2322.5632949234587,651.0386405272113,0.4091516984760521,1,Master,Own,Personal,0
39.62172666081943,37667.72904637683,0.5988656124091156,16818.967205361823,745.7248712227877,0.36301745458331486,4,Bachelor,Mortgage,Home Improvement,0
55.243096232868524,25095.230505458305,1.46268041680765,12045.80527263736,676.2577859897442,0.32777304936777996,3,Master,Own,Debt Consolidation,0
21.368259954071895,32857.77391758627,1.947390864716558,4426.269861382307,649.6629417439657,0.3199265290260025,4,High School,Own,Personal,0
36.89706167610396,31377.273062393615,1.0898096631526477,6856.62484545243,765.6143126211626,0.2996718263083913,6,Bachelor,Rent,Business,0
28.38017822203391,28375.097635968064,4.186443024283082,3270.171920138388,701.4917869950423,0.2420051026407631,3,Bachelor,Mortgage,Business,0
39.25887206193036,15847.439212451207,1.4823178727476272,3383.5744584110257,529.7097571050053,0.3066306080169695,2,High School,Own,Home Improvement,0
35.19147777415752,24027.679469039034,0.07296200133735832,2269.1413965074767,713.1412661981994,0.3296628731103404,4,Master,Mortgage,Home Improvement,0
28.585130909556902,14411.92255287203,0.5047687416036986,14973.108758619928,744.9558754782266,0.25907065809076385,4,Bachelor,Mortgage,Home Improvement,0
39.87872284871074,22219.253715734947,1.1980282262624231,21253.481060354734,526.2683612912513,0.4926579661132851,3,Master,Rent,Debt Consolidation,0
53.04348109786743,25989.080955216694,2.3928395939177842,1437.3461041377495,423.1260504133378,0.292412908865359,2,Master,Own,Debt Consolidation,0
33.09096208272701,50990.36150224051,0.49628754714167655,35264.935228090784,545.8067331221648,0.18182151069444455,3,PhD,Rent,Debt Consolidation,0
42.19757942148182,11443.006230697674,7.480972097669492,8025.613636565651,639.7500312316386,0.3444986691513168,3,High School,Mortgage,Medical,0
22.067270421288363,28022.24156649897,0.7670890334705063,10217.759001203716,750.9788345047934,0.5235281951075932,3,Master,Own,Medical,0
25.435636231819913,46194.605020901254,1.5206271857670268,2495.064180574534,560.9047965816872,0.5683883472182806,5,Bachelor,Own,Medical,0
39.72406277880377,32190.410702808484,0.038297107349274655,23310.53306155472,705.5120266654468,0.25055069175941075,3,Bachelor,Own,Medical,0
49.84116028535965,33405.39595358021,4.323746706782648,9510.959788062844,360.76188652181884,0.30653800584306623,4,Bachelor,Mortgage,Debt Consolidation,0
38.5561334878566,29550.249051394538,3.1102276396074067,20152.04380615475,668.030672036008,0.22652316406118644,6,High School,Rent,Debt Consolidation,0
31.869419694768457,42157.47307584167,0.43496422582447825,21518.894809438352,609.325954611457,0.09712887590595196,3,High School,Mortgage,Medical,0
34.99291405423354,12787.979612927347,5.4132032388022475,23573.996449531955,850.0,0.3709123584572834,2,Bachelor,Rent,Debt Consolidation,0
22.495922660302824,11015.257839697162,0.7591262506817962,4824.08027642364,460.79137127673454,0.10414358897470856,2,Bachelor,Mortgage,Medical,0
41.045153263553665,21956.816780534795,2.3565210227928906,6861.150332980539,648.5498517195771,0.10069036111326084,2,PhD,Rent,Medical,0
43.82333062323409,10000.0,3.418254833175566,4967.33292487363,460.1778648375589,0.15041184944268068,3,Bachelor,Rent,Medical,0
30.479096671669197,40754.55542897082,2.7011940126294642,16582.068343133447,595.0292266837549,0.29699467854794775,5,Bachelor,Rent,Home Improvement,0
30.299578522404985,40552.698213944896,4.991921864426419,10575.670260261808,479.8845034396039,0.1789174135288607,6,Bachelor,Own,Business,0
37.658782296520485,17735.520623000477,3.9942454668420306,19059.403698213697,850.0,0.23405994978499128,1,Master,Rent,Medical,0
30.632802639594047,18299.238055838967,10.446981682114963,19735.829960025905,614.4452131939012,0.323630718785473,3,Master,Mortgage,Business,0
34.338673853741774,21243.925239996708,0.4032813399902372,2034.8805680771839,628.8970506689983,0.47151418570417447,0,High School,Own,Medical,0
55.99721789166516,22606.89721533766,0.7270015201772868,23875.69093087066,645.7266274894696,0.4430796841491244,5,Bachelor,Other,Home Improvement,0
32.52974299254004,23472.550641138685,2.022444237733038,17338.569784311094,536.7723207212416,0.42995519694492346,7,High School,Rent,Business,0
31.41659847978778,29118.12330933873,2.6413667247710135,6030.7103983371035,755.5238733660776,0.3271942602060112,4,High School,Rent,Debt Consolidation,0
28.524581943648407,20205.02921611141,1.5297377776853787,10719.654592145105,714.0194145486342,0.46112953491800346,1,PhD,Mortgage,Debt Consolidation,0
42.441919714999365,35298.53186178909,0.1536073751887807,7339.7814263139835,741.7938362671781,0.5401625545661272,5,Bachelor,Rent,Debt Consolidation,0
33.18775826781897,27528.411301269767,3.6852033324397087,13264.473076024322,528.203811796371,0.10427801202533364,2,Master,Rent,Debt Consolidation,0
28.50626961678574,16260.892600319128,6.481954341474145,6020.242954844508,763.5315215244051,0.3768227689578229,3,Bachelor,Other,Debt Consolidation,0
48.21304032273012,42939.88245059163,1.040125792027295,11886.300446322342,751.9841279326308,0.5139154033594818,4,High School,Other,Business,0
49.19603004513637,11168.71122251375,0.5093006395958172,8551.348285658843,626.7606965009182,0.3938304500429754,2,High School,Other,Home Improvement,0
28.99576434261295,21034.455170363173,0.039005404678991565,5734.437123841293,739.5021075543564,0.16279370997919157,4,High School,Own,Debt Consolidation,0
18.0,35719.73801431025,0.5417784920093462,9434.31634692243,677.2671623294287,0.3157371022864907,0,Bachelor,Other,Debt Consolidation,0
45.07513689836922,15343.749134106118,2.407404180867312,70627.55598917326,490.60004678590246,0.3596839971579046,4,High School,Rent,Debt Consolidation,0
28.15370174239996,25713.66453064277,4.85152653518565,4682.4216241337535,631.719409808796,0.11732051921567392,2,High School,Rent,Debt Consolidation,0
42.90625599162769,28902.107591977605,0.19635732609280243,6634.543396500989,601.8489962220352,0.024091675988549558,4,Master,Mortgage,Debt Consolidation,0
18.0,14324.663716355994,1.6115533791807588,4748.148731359416,658.5419288047894,0.27574317449864805,1,Bachelor,Mortgage,Debt Consolidation,0
43.92597338299309,21242.5418334336,2.3783736389375414,5163.79416505563,752.1126287733308,0.4827817783404203,5,High School,Mortgage,Debt Consolidation,0
22.888280707192187,20368.56550700264,0.6469800419679607,15562.500459112802,485.86586644694546,0.2389429533046499,4,Bachelor,Other,Medical,0
42.307641190665244,16716.157975572725,1.6874613103332452,14367.241061578454,605.6422091959563,0.6377343989735466,2,High School,Rent,Debt Consolidation,0
35.142730678364344,69622.10705751072,2.5122762980691156,8065.162969356613,567.816256703866,0.0398512385732413,4,Bachelor,Rent,Debt Consolidation,0
25.460605806033552,15039.672519197738,3.636854753424111,18417.144355215933,572.1108694689293,0.4256982724086526,1,Master,Own,Business,0
30.929636870732196,36405.136162422394,1.204785089633195,15286.947464700668,567.6890951166432,0.24474477304847098,3,High School,Mortgage,Debt Consolidation,0
41.86318456956701,18098.77420643911,2.755519520663398,7116.224886184196,656.8170355480437,0.09423005269289282,5,Bachelor,Mortgage,Personal,0
36.05894453115234,12793.364352902863,0.7184505916172345,2375.369317689624,702.3175452837339,0.7183958973310502,3,Bachelor,Mortgage,Debt Consolidation,0
40.844129804724844,23188.392787592857,0.479172862045763,15737.889161815445,684.8324958889525,0.3049963858338648,4,Master,Own,Debt Consolidation,0
54.764405845154855,30471.487588232358,0.4148203109359771,9281.066064306751,668.5668207559156,0.25511714582580625,4,High School,Other,Personal,0
19.357583882889486,34900.44251185239,0.88905459095091,8248.435054408246,712.1744487825644,0.37879626632496116,4,Bachelor,Other,Home Improvement,0
51.17212574968624,48104.57449065193,0.07307836147506641,5581.213941710886,850.0,0.12091432067958824,4,Bachelor,Own,Debt Consolidation,0
36.04355937523213,96049.90171889012,0.6653361088757989,14701.710981501168,663.5891414313887,0.2397222613879404,2,Master,Rent,Debt Consolidation,0
26.01215951676872,24965.673538399842,2.112386608823105,10708.541809622722,752.1138402813274,0.41324069229755384,2,Bachelor,Rent,Business,0
21.696863742610102,15810.885114168093,2.0877883003332105,6704.522420143378,746.4183434571187,0.4904864599144118,3,Bachelor,Own,Business,0
33.10879609222967,27623.91503775676,0.1527986198948976,3040.071647031073,827.7794163030617,0.20670310493372032,2,High School,Mortgage,Medical,0
44.2165011192446,19281.348811047752,0.6777138833686325,19040.875349062866,706.0518864950072,0.3995275684838274,1,Master,Own,Medical,0
33.724508796224654,34995.79060905824,1.6858838244693768,13146.675323437135,565.5683819026066,0.318621018724671,1,Master,Rent,Personal,0
50.11154930247348,11515.13863639506,0.7670710696238049,9940.000201840221,680.4881921021879,0.09337883935979942,1,Bachelor,Own,Personal,0
20.48824309948441,71981.7051952444,1.08252850893468,1000.0,675.1138743417548,0.6822239188848558,2,PhD,Rent,Home Improvement,0
34.87911052153945,33793.50987116557,2.4952277952959667,7861.121771868953,731.5182608787776,0.12196176795801529,7,High School,Rent,Debt Consolidation,0
22.476065555868807,10000.0,0.01862006727676925,6681.0940777875285,562.6603330500578,0.023797449852819775,1,Master,Mortgage,Medical,0
38.63631882624968,15451.873681286916,0.6470152071332432,4940.409255317805,776.6321073959618,0.06637773277476927,3,Master,Other,Personal,0
43.868873900973,33124.899259357975,0.30717024839969664,14814.8927819183,650.523714914012,0.1347443549196677,5,Master,Own,Home Improvement,0
30.792382063189468,39662.920115130466,0.27303554114981293,14355.494319758474,733.9379253931731,0.3984499862234799,2,Bachelor,Mortgage,Medical,0
18.0,11659.55373929142,6.390329165242927,11492.613156557085,680.9673158073633,0.35579894895124253,6,Bachelor,Own,Medical,0
36.98948146796494,31461.281977207524,0.9450065625485646,18588.766614842247,662.2590778320002,0.2860485384353675,2,Master,Mortgage,Business,0
39.367385517335094,10000.0,1.4976943822738722,3576.575970046228,673.385641048377,0.07333914486076883,6,Master,Mortgage,Debt Consolidation,0
39.042947549616976,21064.23941664523,2.647179193596449,5636.827885304945,717.1992011381224,0.13576123884573663,2,PhD,Own,Personal,0
47.35782191822154,38408.09105936245,0.09722005799559794,8602.720853759434,845.865479407142,0.046987548083753765,1,Master,Mortgage,Business,0
24.289463203509513,16718.014589627892,0.5515666577061451,4926.570493079173,448.26226151710455,0.22538439255170886,2,Bachelor,Own,Business,0
41.802161054504495,10368.616207617088,3.569342746599781,14497.556215792423,704.0002948924055,0.08538893417059115,4,High School,Own,Debt Consolidation,0
46.92507512477975,23697.08676331792,3.960867151376162,5336.041268245628,654.3967796000748,0.39038375044304024,3,High School,Mortgage,Home Improvement,0
18.0,16279.152275678776,0.9334609298454241,22895.507781614702,632.2893432795396,0.34121837681921385,6,Master,Mortgage,Debt Consolidation,0
38.19651825918977,30175.30588755274,0.9395644264058121,3847.090697354665,413.67217768724663,0.14624104228405652,5,Master,Mortgage,Medical,0
29.958201689923285,14148.116488965641,2.8285391032505194,44604.36127224089,708.0207681255017,0.4226857005226663,1,PhD,Own,Home Improvement,0
34.18477326898354,14968.174935324094,0.6993141870853521,41086.62346955731,637.5029363118687,0.210793071635848,5,Master,Rent,Medical,0
38.476764835383364,10000.0,0.2490732624242887,7511.552764305782,566.5571532323627,0.060821090740689164,5,PhD,Own,Medical,0
30.127714358864477,23979.926308236,0.5955603077536925,20270.79300415215,654.2479972717485,0.29123570886146805,4,Bachelor,Mortgage,Personal,0
28.24291920838388,20323.792658619182,0.9799057386372556,5882.0319539293,620.720976893512,0.04963866304399629,4,High School,Mortgage,Home Improvement,0
35.34152417488025,12158.790250955752,0.10723347687324093,18226.45152793257,475.7606832981842,0.439361246089453,3,Bachelor,Own,Business,1
24.127540611371973,24267.64733565119,1.302783419856902,7038.971430350978,658.8184719158126,0.37403640253693965,4,High School,Mortgage,Business,0
24.141748711148146,36810.38002652451,2.694205087328006,2897.6289589447383,708.0073529700014,0.2964833328395225,2,Bachelor,Rent,Debt Consolidation,0
41.79373282956503,19775.835227709176,1.4420447969100847,1000.0,595.0766585319274,0.22996596387436355,2,High School,Own,Business,0
23.51205964841344,25187.00522719995,0.1492215458741826,6535.6641013931685,676.1712832685123,0.23594628418627425,4,PhD,Mortgage,Debt Consolidation,0
41.66312500909212,25251.873369241013,1.160171459577958,10129.93324053675,660.8111974560164,0.10154839212920955,3,Bachelor,Own,Business,0
39.62591292853951,12062.238738286425,2.4682085162296192,23488.19282352471,754.5492222570775,0.15904535730529482,6,Bachelor,Own,Business,0
18.0,61592.34734265245,0.1197052295103263,8344.016930331134,639.6307606331326,0.5652255158545058,3,Bachelor,Rent,Business,0
28.22435347664345,17406.084098848252,0.12342570561974171,18075.778339761768,730.1091839160231,0.36381038998973697,3,Bachelor,Own,Medical,0
46.94109403047372,30578.673512622543,0.9259810474978994,5635.531607019436,618.6647244181142,0.20496996902379183,5,PhD,Rent,Debt Consolidation,0
25.188344688603184,32357.711175374443,0.43373647500356766,6186.821995417644,846.7321961495188,0.2808898853277023,3,Bachelor,Mortgage,Business,0
30.355957376906122,20541.498508449327,5.460002483210062,18830.412840444154,606.3158401360113,0.49779104363708837,2,Bachelor,Mortgage,Debt Consolidation,0
39.62060893251896,29833.80759566325,1.7414095042969986,1128.0665316350262,581.5000875667698,0.3353882008370442,3,Master,Own,Debt Consolidation,0
42.83390509282596,24907.13558076401,0.6774606867892374,8187.689814476869,639.9507880556063,0.5489478655591,5,Master,Own,Home Improvement,1
32.48461113955504,10841.971394136459,2.4400467169027986,5884.228530960228,577.1981094489427,0.291560134505983,4,High School,Mortgage,Medical,0
29.024898053083582,18654.891124508686,0.9397802357266449,24064.402765721297,525.1343566106166,0.3380970928123772,2,High School,Rent,Business,0
49.223698616985075,16215.527483851842,0.28339360809839836,5310.296570614274,722.7602354257875,0.43756978352985426,5,Bachelor,Mortgage,Business,0
52.388996637975794,17485.50409683459,0.541603316344173,12249.837807192984,343.7351286315302,0.14010168144150206,2,High School,Rent,Home Improvement,0
44.788580507817954,11475.830546410447,2.058623721935343,16936.283894671542,578.2466644000606,0.35044288028341475,9,Master,Mortgage,Debt Consolidation,0
35.85318142565024,38685.37336580298,0.10654019077940423,2455.1010608466536,515.8236085448248,0.36179235816294275,3,Master,Rent,Home Improvement,0
26.917342783590737,49069.66623792576,0.6368023251327456,7248.166022111065,664.2169400193861,0.41286652196882445,4,Bachelor,Own,Business,0
26.695555934434346,35918.27464518233,0.467174488747489,5736.9951128203265,431.0884330268799,0.10716859327532242,4,Bachelor,Rent,Debt Consolidation,0
40.22514105265758,41575.42855782611,0.44912689447029497,17275.32734410172,704.785084494492,0.6232599706364486,1,Bachelor,Rent,Debt Consolidation,0
39.18398220888684,18539.939603750834,2.296208593593425,13905.858048148466,715.6089926827523,0.4708004880365941,1,Bachelor,Own,Personal,0
49.01598592946429,16024.459978106963,3.4952966607671945,6723.9992026960135,486.73819547649254,0.22845243363915044,0,Master,Mortgage,Personal,0
41.50450092536139,14923.709615410324,2.51662292235226,3505.4478281023244,669.0602702832919,0.1931375708098621,6,High School,Rent,Personal,0
19.96919698240182,30394.9714680989,2.0753795587343604,18592.570730441024,701.6059283820196,0.2206834210725326,6,Master,Mortgage,Personal,0
45.51947617722919,24674.64621905815,4.964662461685213,7676.183624347104,744.0300374416188,0.26745475987411615,4,High School,Own,Debt Consolidation,0
25.01939372685587,21192.21432105403,0.12033326182219557,2220.080526631792,503.1070663383539,0.056949939650286115,1,High School,Mortgage,Home Improvement,0
31.160287280476485,42090.37082855184,0.36660348037654356,2378.1916830224527,489.04053574967554,0.44132340271711823,4,High School,Rent,Debt Consolidation,1
37.502002062516944,26969.737334351044,1.0702600469824421,11500.050941743788,800.2649221670092,0.26612328260138285,2,High School,Mortgage,Home Improvement,0
54.95667489783965,14482.13617909969,0.9318690976002039,2920.0471599145803,567.8110294680381,0.18186446275522972,5,High School,Mortgage,Debt Consolidation,0
66.09918556005361,15670.662072772499,1.0827470001331616,35872.20335933917,597.2595824991446,0.18169800992792226,2,Master,Mortgage,Debt Consolidation,0
41.06723059136183,30976.88777096612,0.46248982037297404,3828.9418801850356,713.3094523752877,0.1676075889027972,2,High School,Mortgage,Personal,1
33.168033812796125,37081.23873918051,0.32386953108654126,8100.745874673749,533.0798976730518,0.3488784489987772,0,High School,Rent,Debt Consolidation,0
40.345056484805504,29022.89023671465,1.4234096160086878,9203.043954455601,623.4150586913875,0.07157397527894056,4,Master,Own,Home Improvement,0
43.87655425873836,56865.515046691915,5.263637854273698,4521.042141865678,739.1744292753058,0.4707997176992674,0,High School,Mortgage,Debt Consolidation,0
31.793323744428083,49886.394181422394,0.9950603437582212,1350.3760329028753,507.88977826574785,0.07382365800627198,1,High School,Mortgage,Personal,0
52.95211355912322,27460.885272589563,0.08864208084425118,9440.045491030047,599.9995670604491,0.35030550600322297,4,High School,Mortgage,Debt Consolidation,0
37.30070759191402,14482.693593049176,2.449489734394713,4435.55491164162,537.3276380010905,0.10603727426035961,5,Bachelor,Mortgage,Debt Consolidation,0
39.97743089091394,11441.544266271303,0.6880954521186118,8894.8767338838,572.6064581108265,0.19152935527115778,3,Master,Mortgage,Debt Consolidation,0
41.659242520544616,18147.881797176036,0.5623267502824737,7347.645187416961,768.5648580130672,0.11440272775156737,4,Bachelor,Mortgage,Medical,0
39.21586610614456,32099.852792625632,0.7838878672525674,10002.92669300566,790.5063633966067,0.09725205688648296,1,Bachelor,Mortgage,Debt Consolidation,0
43.38940500469612,54903.014760266036,2.573372489802129,28268.293839305432,675.7834129425463,0.4342243595599833,2,PhD,Own,Debt Consolidation,0
28.82746813453077,27138.903126946738,3.4165217653104656,5234.641239492733,703.2209684627472,0.21563795411145895,4,Master,Own,Home Improvement,0
29.416982460539693,39512.06696875421,1.7737360493346068,5568.741008184972,700.4854901234092,0.2657212362173408,3,High School,Rent,Debt Consolidation,0
23.998457670283052,19483.94860087961,0.7786287337929,2137.435784022143,582.7664023910821,0.39153669683462294,1,Master,Mortgage,Debt Consolidation,1
39.39501230620226,30073.045843249176,0.7435140263281665,6931.647782140567,673.815050418351,0.3257600481315345,3,Bachelor,Other,Debt Consolidation,0
42.78936503512114,33245.6235458106,0.2654824952408433,11247.441858500782,520.4691609859407,0.12348354262384359,4,Master,Rent,Personal,0
39.57772866151886,10000.0,5.4151320837082695,5503.855347589176,554.1430510085381,0.34138277627254504,1,High School,Rent,Debt Consolidation,0
51.744924333475375,17912.975165373868,2.032992442686163,11306.628213738595,641.3198453589227,0.6426892748197716,2,Master,Mortgage,Debt Consolidation,0
34.94403981170954,35413.56409079256,0.05469022542550444,7030.359908684319,543.9029006352639,0.19547593024262336,2,Bachelor,Own,Personal,0
41.687416555925125,25266.486891332723,2.171592108291647,2858.8851199759474,522.7272916830801,0.284895286598803,2,Master,Mortgage,Business,0
24.08299123860686,12109.462804775512,1.185349511449195,10400.280510679933,578.8102172543051,0.17283605986246658,5,Master,Mortgage,Home Improvement,0
31.12900297525599,10000.0,7.191358491791197,6872.85100890223,764.6333725191895,0.44410714217438524,3,High School,Rent,Home Improvement,0
41.95537757565778,18344.95029538345,3.4192771351559044,8939.243609301699,805.7139153893717,0.3320713979922011,1,Master,Rent,Debt Consolidation,0
43.491021107431436,21252.01840386224,0.37583216320889035,5148.393964309973,646.7439973045736,0.19849571427310364,3,High School,Other,Personal,0
32.060330523358175,14158.048289504814,2.5467252154089035,4796.673719661641,708.2198924544819,0.27900086007043917,3,Bachelor,Rent,Business,0
34.28400748141933,23660.031491046055,1.3293760385505793,9190.52780322126,593.6505877855261,0.49291872922251484,3,High School,Own,Business,0
19.821262533191906,28373.00300465536,0.41415944569383817,6738.011093450941,443.43532067804495,0.08331195864504241,3,Bachelor,Mortgage,Debt Consolidation,0
31.429707991933906,30802.267468625087,2.3995625841985997,32190.36938373933,560.6477519364944,0.14047404382613854,2,Master,Rent,Personal,0
43.90383163519786,10000.0,1.585438203649755,15351.744729701837,619.16559673258,0.3982912579121561,2,PhD,Mortgage,Home Improvement,0
40.75205016106566,11416.985151283372,0.061689447638257996,12531.5332606437,664.0969281999465,0.28587046623687756,1,High School,Rent,Personal,0
40.0066572138121,18914.586499080156,2.0802412476681225,7030.515838103245,639.9023895081815,0.021061789973704784,4,Bachelor,Mortgage,Personal,0
35.4977368718096,29321.800582357853,2.0156451115705383,1602.2773519779673,621.8354385482534,0.48461069418352254,4,Bachelor,Mortgage,Home Improvement,0
35.07063158628176,28130.70622070397,0.3111687899984565,4246.81282861029,592.5366967994511,0.032165956377805824,1,High School,Own,Business,0
28.396788605265527,27887.531657839652,0.8584535688232648,4827.892122997835,684.3862544712265,0.2911351422411404,5,High School,Rent,Debt Consolidation,0
41.98828420202535,18183.88477714274,1.7632906058509388,6502.9584010853105,513.610822162636,0.12714083358280992,0,High School,Own,Debt Consolidation,0
39.2097294438939,18698.213833303817,0.29881758033787226,7889.692190658023,730.2062711331489,0.19599826273479232,2,Bachelor,Rent,Personal,0
39.920188479927994,15303.477448776383,3.8308853542055044,13696.011970403368,591.3649111233597,0.3382801306487026,4,High School,Mortgage,Debt Consolidation,1
29.739651573324196,32341.194368066263,0.0557417106043851,10082.095922756578,850.0,0.6949691225038753,2,Bachelor,Mortgage,Personal,0
18.0,13901.54975584606,0.21703635826627105,20483.24580516148,618.4684460240284,0.3145667385189934,3,High School,Mortgage,Debt Consolidation,0
45.97152711753696,33692.08416809603,0.24683834744325658,6313.7079973012305,601.9824276626621,0.063111340165387,8,Bachelor,Rent,Medical,0
30.21162543991596,24438.783059642174,1.5020065619357377,9954.005931765856,593.7313810891095,0.18393374608576354,1,Bachelor,Mortgage,Medical,0
26.372242359568794,21535.925234200917,1.9357682066060318,10668.762756421713,602.9797390777869,0.1916660809717467,3,Master,Rent,Home Improvement,0
41.934789119139936,15861.41643932418,1.0341596025235889,9863.348826282128,710.7228058424732,0.5325177574568561,1,Bachelor,Mortgage,Debt Consolidation,0
31.079873600808703,11183.883742301807,0.6812287242524038,22595.638916702785,645.7723798609528,0.13483891761575567,2,PhD,Own,Business,0
45.59936384046622,15933.412872724513,3.3142897710021337,15413.814907638507,748.7081665961492,0.33172649028579265,2,Bachelor,Mortgage,Debt Consolidation,0
41.17005949576698,18676.03753126624,0.1414587217527023,2819.9584348224275,696.4421466933779,0.4863528901889107,1,Bachelor,Rent,Debt Consolidation,0
41.83569323200477,10000.0,0.6578190236762632,7394.8206409435425,653.1492459483951,0.2555652124049478,4,Master,Mortgage,Debt Consolidation,0
21.340442887994655,19956.74424000482,0.07980229310343816,8013.004426687663,687.2954335598658,0.3110667263541468,3,High School,Rent,Personal,0
47.11943985386401,34967.65198165762,0.027975011206606018,45307.726097448656,769.6346888163721,0.5090859150142295,2,High School,Mortgage,Debt Consolidation,0
37.61250531233856,29249.24243647576,0.8719926165712535,6223.993708444133,715.6695963050995,0.008079210561592252,5,Master,Own,Medical,0
31.30722860753797,17186.802334353015,0.4333879453774211,3692.3296427824025,678.0556993440546,0.1469957184444124,3,High School,Mortgage,Home Improvement,0
36.43388467342251,22549.499491996205,0.6249493833098339,11506.419127008381,692.2742555008592,0.35153354513938523,3,High School,Rent,Business,0
18.0,16679.200035979607,3.4401486139168496,12059.265633698926,534.731516434818,0.4861962635609852,2,Bachelor,Mortgage,Debt Consolidation,0
39.08652811480671,23727.27161592023,0.3558148578117797,7638.692349097942,850.0,0.2560110095824827,2,Bachelor,Own,Debt Consolidation,0
24.706284918179286,47574.58227942602,3.030378110829043,6793.973156298376,702.8125720631144,0.2640099730475131,1,High School,Rent,Home Improvement,0
21.473297141564657,35747.992807901894,2.2481717446241403,17311.44573409127,712.7914692555004,0.28478201124549263,1,Master,Own,Debt Consolidation,0
19.77640813782109,28578.133825870747,0.7903728063340094,4093.3602002568355,647.130761195538,0.6317389081005912,2,PhD,Mortgage,Medical,0
46.12688374989925,17215.36441158834,1.5817676424573193,6168.66254331106,420.24318963155474,0.5003191811176559,1,Bachelor,Mortgage,Personal,0
28.707366063072115,32047.331439763013,1.1755415252454615,5336.258923482781,623.4656414735941,0.34494254582102735,3,Master,Own,Home Improvement,0
50.33727709916499,10000.0,0.27483860264999427,19440.53655299929,657.5947136061316,0.02311251663547804,2,Master,Other,Medical,0
29.64198536947702,19415.427461630705,4.754300961459512,10182.189673760917,567.716217811382,0.5051419007458631,4,Bachelor,Rent,Debt Consolidation,0
18.0,29491.451182651905,1.686164034510808,3456.4755514243316,566.8446791865861,0.08225780663276257,4,Bachelor,Mortgage,Debt Consolidation,1
23.83475560051341,31895.193614331347,4.24453184252883,3745.816459433583,616.0748037440717,0.21477927147554718,2,Master,Rent,Personal,0
47.35811620006939,30789.907759127447,3.4725720822431048,36269.487385667795,727.1528843548049,0.2883759169468611,3,PhD,Mortgage,Debt Consolidation,0
33.441018220633325,25525.043432661747,0.1662761582971174,19275.192752006566,775.5754275040819,0.23546023003854033,2,Master,Rent,Personal,0
29.517127035093992,19973.017376375472,0.4645468693495644,15886.742338760252,667.0962954939693,0.16552672348082945,2,Master,Own,Business,0
36.60018225852788,28824.701368089733,0.313918507236285,8182.864509064035,593.2621274099063,0.16164271714541603,4,Master,Mortgage,Medical,0
40.01782736167545,13678.348766758027,3.553105749018648,27086.171289182665,613.7615459854222,0.140605361536395,8,Bachelor,Mortgage,Debt Consolidation,0
46.17398815902461,14438.613189889225,3.9674865319191643,3351.8783568381364,659.9534002260044,0.19285757791483923,1,Master,Mortgage,Medical,0
49.484992298929264,22716.966296332503,1.501431869285424,14799.87494069688,671.8030124342541,0.3316850644849664,3,Bachelor,Own,Debt Consolidation,0
31.40231354210914,24018.960574294342,0.22002725479468724,5683.833492856459,693.4959186174099,0.33061242425428977,7,Bachelor,Own,Personal,0
21.739523139179617,10000.0,0.29147776011660115,6640.120197075323,606.0640116083532,0.10850418820841277,3,High School,Own,Debt Consolidation,0
30.865348388767238,27655.314385098565,3.3591716060935295,14481.560245064913,702.9291132504799,0.16871257699614453,3,Bachelor,Mortgage,Debt Consolidation,0
37.60280506582886,32414.599072709178,5.295513946856705,7223.927023217007,695.0237234758345,0.25162317879759943,6,Master,Mortgage,Debt Consolidation,0
25.36241073789389,21191.541204840752,0.4449767447582609,5722.952442192885,610.4907243460883,0.03563914394297708,3,Bachelor,Mortgage,Personal,0
25.42849085104957,72202.73042177745,0.02240012736184544,5452.742006152753,478.05089777570095,0.8594464078034023,3,Bachelor,Mortgage,Home Improvement,1
38.437878815498856,15654.793560158325,0.8038016508867171,1653.95290799475,561.506331846806,0.5782259612575207,1,High School,Mortgage,Debt Consolidation,0
34.51347648429549,18388.052615138928,0.06194834949225662,14921.567005491897,806.7595326127403,0.5505143133210351,3,PhD,Own,Business,0
35.327969954115865,18078.28090859625,3.5202299520924734,3621.6896199158336,480.64284069515105,0.24332963787785117,1,Master,Rent,Debt Consolidation,0
27.415046652999305,21203.174591986764,1.3526283369142116,35836.69059539964,781.7522241973222,0.21693969025228743,1,Master,Mortgage,Home Improvement,0
32.69599285794233,18688.013229032447,2.053666964082472,6437.5927983644415,477.14190999670853,0.0265452231359675,1,High School,Mortgage,Debt Consolidation,0
25.757668557316954,10900.83562036428,1.0603053072173851,23099.167062440298,572.6849772910518,0.3618787075909785,5,High School,Mortgage,Business,0
43.90198411124787,16759.58901373288,0.8477904493147678,1906.0249490165697,612.5281013754782,0.3840293116772307,3,PhD,Mortgage,Medical,0
45.35249334723753,20977.163069836024,0.5025727766865615,14547.674286321117,828.2303082953106,0.4414256908073981,4,Bachelor,Mortgage,Debt Consolidation,0
18.0,40712.32051716167,2.943988153396435,17869.392034628476,652.613095770018,0.2088316388471475,1,Master,Own,Debt Consolidation,0
25.7048913980759,66245.42180871147,2.3784809494045396,22990.834316130462,628.5994839238303,0.3075714602954694,4,Bachelor,Mortgage,Personal,1
20.03470744909921,42947.63873889004,0.8948535802013412,2386.466220106608,556.4653966772994,0.32363199030768214,3,Master,Own,Debt Consolidation,0
28.49976065593102,14947.666581976331,0.7746104066229104,4618.499234704413,702.1960946755917,0.5343659396039923,1,Bachelor,Rent,Medical,0
34.16562030209639,15554.343365059713,0.00248730332584331,12851.399079836086,598.7281555429029,0.10785437114324581,3,High School,Mortgage,Personal,0
20.503547803014698,20339.817787830158,0.1313228468098253,9124.821193951324,627.0996107556431,0.09566644092562525,2,Bachelor,Mortgage,Medical,0
25.78140186874687,53759.70266661421,1.952376212390456,10246.461588106069,614.1645495014787,0.15113077853535853,5,Master,Own,Debt Consolidation,0
24.960426279185015,20277.921735111828,1.445594092065342,6073.988275653622,721.9862174585879,0.17063518413611245,10,PhD,Mortgage,Personal,0
37.07267329398944,11341.754177940184,1.1411625956715785,28019.02133883396,726.1787552480586,0.3989665263528452,3,Master,Own,Business,0
35.6934433703625,17144.135341614685,3.5147420654992745,65301.63535184139,560.9611513835664,0.48915440240444413,2,Bachelor,Rent,Home Improvement,0
27.782624466627468,32161.58480720393,1.4019482805117114,8805.959077658275,587.2742008592782,0.7061070165595686,4,Bachelor,Mortgage,Debt Consolidation,0
36.76820872139398,31100.218953501095,0.970619810308392,11646.220623996856,577.4121374655889,0.09245770181745805,4,Bachelor,Rent,Personal,0
29.533199154127345,19928.211433458273,0.35170031712782,8476.009129589818,668.3352037754083,0.2357257699137097,2,Master,Rent,Debt Consolidation,0
32.283448896739465,30998.910471841446,3.437256038968685,22634.774994910567,740.6694852458222,0.10933792688834709,1,Master,Own,Debt Consolidation,1
51.734520902985366,10000.0,1.7172149815769637,15729.497141222577,669.6665326090103,0.4242902830230309,5,Master,Rent,Home Improvement,0
48.40461051790348,23200.163789375354,0.19403519826097687,3452.6438279557206,430.9352305507317,0.09186935835876248,2,Bachelor,Rent,Personal,0
22.004187630724026,33871.95655274094,2.0933592660144225,4963.360902713135,725.9753186266953,0.4170901173299949,5,Bachelor,Own,Debt Consolidation,0
43.29732417879175,14524.154389321242,1.1070165627726163,3613.9714294303562,515.100913211289,0.277204143708277,5,Bachelor,Rent,Debt Consolidation,0
43.11396554491592,14498.938687318996,3.336107731575368,69972.5195262734,578.4759609546039,0.2160047258001423,2,PhD,Rent,Debt Consolidation,0
23.517367112473817,10000.0,5.024504643361321,13470.392756728841,669.8431365050421,0.3754636654645811,3,PhD,Rent,Debt Consolidation,0
43.18777643754861,48773.762687301285,1.8349118868202745,5031.387244034156,641.6114142764106,0.3393260561282211,3,High School,Mortgage,Debt Consolidation,0
50.37931918412553,15366.160668683078,2.6306492739951075,4719.97304378186,737.2735200694128,0.260960178458149,2,Bachelor,Other,Personal,0
23.774551937555863,24847.72899782405,0.11651041335227338,15431.791110589646,588.9247367701072,0.12493755320424309,7,High School,Rent,Debt Consolidation,0
25.824971789857365,29790.907865107096,1.6431226004389632,16712.89940539722,553.3386217109958,0.23755276519222768,4,High School,Own,Debt Consolidation,0
45.17661466843502,46912.24344221806,2.8157713977911905,15344.09779290671,618.835727491425,0.3171181228392605,1,High School,Mortgage,Home Improvement,0
37.71495310825648,20395.123619681064,1.3733847135733055,5764.963567488899,747.7019335642814,0.19254163992772547,2,High School,Mortgage,Business,0
40.514762752395235,16819.34688508084,1.8005891579990747,10349.307782420608,712.9672871082154,0.3860528971061366,1,Bachelor,Own,Personal,0
38.40589216400497,24017.399462988666,4.58424375927706,8854.951544596519,658.7148007922417,0.45096778135862686,3,Bachelor,Own,Personal,0
38.90695920928144,41858.08043948414,0.44154166695163555,3831.423568616404,782.5963188002858,0.5121658276545138,4,PhD,Own,Debt Consolidation,0
21.73527871688917,20229.83419838748,0.20682817247776458,3861.4765904603682,764.4856242805157,0.27077493751461257,3,Master,Own,Debt Consolidation,0
45.47317706621448,13664.62231617723,2.3465226223046494,11266.308874916236,728.8482236142767,0.058361734755861906,4,High School,Mortgage,Debt Consolidation,0
46.69589992427774,10194.67797392619,3.461504538873065,9482.09786776255,532.2016176651416,0.23331050848366963,1,Bachelor,Own,Personal,0
32.70609255931972,11960.338235888128,3.800786520189111,12615.498398201671,728.3239037307872,0.06830278287777702,2,High School,Mortgage,Home Improvement,0
34.56523050186138,33934.780765862524,2.052459520839249,15257.377429920312,629.764175354182,0.27347680196487245,2,Bachelor,Mortgage,Business,0
19.688924974442777,18763.85631331083,3.5820804739248437,26889.901817666436,610.5055769290916,0.610676782345894,6,Master,Mortgage,Home Improvement,0
40.14254756017835,16256.36080042023,2.41237855593489,4355.856285099384,581.7448528722794,0.19259842296636395,2,Master,Own,Debt Consolidation,0
40.72057441714144,15398.361527265444,0.1828646318887816,13415.807555263202,632.8283436115657,0.45124143097641656,1,Master,Rent,Debt Consolidation,0
34.37808983000689,22983.295078681374,2.871334856522411,14755.3211585515,587.4246244849285,0.3066917006091566,2,High School,Mortgage,Debt Consolidation,0
46.24353359870503,19541.045955742735,0.3953407540787027,6312.554264983177,666.9754299951072,0.2229618832639543,3,Bachelor,Rent,Home Improvement,0
31.659227690200595,19214.75837561177,0.5399707537584187,8932.847989804262,632.7056838987996,0.13198111918484412,1,Master,Mortgage,Debt Consolidation,0
40.646059258936006,43246.08395663468,1.0038990231823046,6443.023230307368,672.0538492645062,0.17828391503865854,3,High School,Rent,Debt Consolidation,0
24.803356613078844,47524.85616933087,0.7554092407977245,43777.37045992865,705.3271537988068,0.15847910099942794,4,Bachelor,Rent,Home Improvement,0
34.76447849125762,10000.0,0.776188925199713,8812.109661005232,620.5634828478185,0.1815821153359468,3,Bachelor,Rent,Personal,0
33.25645742097164,25946.613148600514,0.3708756727964418,11628.381698740828,576.2706771950633,0.20416693875728273,4,Bachelor,Rent,Medical,0
37.25307922040942,14936.586480540378,0.6959148106970959,6560.43743884847,449.35973689361776,0.29544067045402883,2,High School,Rent,Debt Consolidation,0
31.304730711666416,19455.292948801845,0.039716941261578216,5520.878896621522,727.0653716567502,0.12507662804866182,0,Master,Own,Debt Consolidation,0
33.68527404328332,25710.100071315494,1.2807715262009602,2859.488010951692,657.8765263080486,0.21122643372221528,1,Bachelor,Rent,Debt Consolidation,0
43.26047171441506,19804.01633936085,2.9271367862362285,19533.669561213635,632.3823619588385,0.08581747405934208,4,PhD,Rent,Debt Consolidation,0
30.632357627617825,24716.589585781923,3.964591465890399,14984.176119874692,767.1916382527309,0.49936424506768806,4,High School,Mortgage,Home Improvement,0
18.934228992613207,30837.448876967122,3.43436430001783,6368.522942042632,521.1478806614675,0.5658447857123373,1,PhD,Mortgage,Personal,0
52.49583904205421,25521.80337866294,1.077276737722369,3943.027378990672,655.6239761911454,0.1493284230244462,2,Master,Mortgage,Personal,0
48.814540786904864,15939.918635625045,2.6218282573396245,9357.438066258048,553.5941359529402,0.20747250234349976,1,Master,Rent,Home Improvement,1
22.077373048943812,16081.103990708772,0.6790479443323849,5441.676948628829,715.6005854176216,0.5458708044960131,7,High School,Mortgage,Debt Consolidation,0
41.897078052451945,10723.011853970325,0.11433147584143606,6784.296926049299,427.3858720890886,0.2721862235412116,1,Bachelor,Rent,Personal,1
29.97025229448657,14372.038847658052,2.2538477649131523,2948.79545119092,730.4015662735865,0.2643224871861378,2,High School,Mortgage,Business,0
37.634872153310596,58749.28025480176,2.0927769936527567,9639.800231519268,726.2660187166273,0.10605564511570642,3,Bachelor,Mortgage,Personal,0
37.94224129013494,14823.932476643779,3.2352365154476592,9794.757392729614,557.6987566864591,0.36825606098182,4,Bachelor,Mortgage,Debt Consolidation,0
32.65592199683678,12128.466765927831,1.9147786892102325,19453.42269092996,656.6339709069438,0.4557252605492034,3,Bachelor,Rent,Home Improvement,0
27.162343344136033,25847.36475231598,0.34131954098689377,7182.528401388331,559.8476659980274,0.1469032335509286,3,PhD,Mortgage,Debt Consolidation,0
28.094589476837406,20843.920883099734,3.836856021334654,6205.24398910884,692.7596460612069,0.5264126478751013,4,High School,Rent,Medical,0
25.838080845187577,19974.333064678933,1.973709609918723,2332.255973518295,732.0229107712669,0.4958008814540313,2,Bachelor,Mortgage,Home Improvement,0
26.681777917695552,44556.930305172435,3.2964583056120826,19550.74669281658,549.5020334162398,0.18584066051619552,6,Master,Rent,Debt Consolidation,0
34.328217099506446,28985.85808479637,2.9753887520810816,16551.938324386676,520.325134312318,0.19502025179059984,1,High School,Mortgage,Business,0
27.842400108892484,16898.89533781144,0.7072577108897814,8291.537979064664,759.6437150700237,0.2113386395853592,3,Master,Mortgage,Personal,0
41.820520657126195,17814.393644089017,0.15495677555408707,2797.8740960512596,844.1170591511461,0.7864300994209666,0,Bachelor,Own,Debt Consolidation,0
49.87246155335927,17132.05832277069,0.38839416692897694,3066.7644972258513,699.4447056602093,0.30350272891629554,3,PhD,Rent,Business,0
29.19946758629957,34110.816445495315,0.194922118064179,5230.777758456691,706.844148849212,0.48167120427162563,4,Bachelor,Own,Debt Consolidation,0
37.39404500535377,18881.279079761476,0.5578739968555426,17538.97045268884,616.7959420841152,0.14547857561436628,4,PhD,Mortgage,Business,0
39.996851103029336,10000.0,1.2306407065237341,10221.719602784726,668.0028005880193,0.2424721027540337,3,Bachelor,Mortgage,Business,0
39.72002270919275,21500.686861088434,4.746242702235367,2453.6064679300835,685.072128523957,0.519151603886367,0,High School,Own,Business,0
35.759552679160876,10213.718018113806,4.111743112858279,11196.645815603426,631.7427064205184,0.26478033565820835,3,Bachelor,Rent,Medical,0
42.426824183597226,65651.4719647698,2.5359549544301982,4140.959224261347,784.9860522014505,0.6918931340256362,4,Bachelor,Rent,Home Improvement,0
39.82248952680657,13591.040163109363,0.04881564336734675,5335.992696060575,667.6744756034497,0.17756813298924792,3,Master,Mortgage,Home Improvement,0
22.623375776727023,20314.04133540983,0.8352450255169839,17630.584173124786,680.560001014829,0.05823163788757847,3,Bachelor,Rent,Debt Consolidation,0
43.69156064389273,25061.832927875097,2.293600355335771,14949.053518639243,633.8036949660153,0.44137304199112726,2,Master,Rent,Home Improvement,1
43.872908372667425,19066.171530078016,0.27629295860698094,19428.180735536167,643.9660724565889,0.12296478162698056,2,Master,Mortgage,Personal,0
27.367138958214184,19053.094327746232,3.2297840181900206,7954.500791372047,771.8710271142302,0.24053597278886102,0,Bachelor,Other,Debt Consolidation,0
35.37937835447602,27198.405876376324,4.9202020576078525,16422.697424702696,664.5906031028221,0.7475572159959444,4,High School,Own,Debt Consolidation,0
41.833289928110695,47245.27743202542,0.8742349407467845,5069.97410455606,666.929505251194,0.5536521267843322,1,Master,Mortgage,Debt Consolidation,0
32.906861804206386,32330.118657433624,2.4472837017629074,6594.209881682997,668.2202077892745,0.239623549183686,2,PhD,Own,Medical,0
45.729780477660114,46131.76048055337,0.3208167463876412,6241.435109865186,613.5487363085828,0.21413534199714715,2,PhD,Mortgage,Medical,0
58.638724946193605,13051.918924360785,2.347640325253007,8259.274374887611,509.2059984346112,0.334630552480417,3,High School,Mortgage,Home Improvement,0
27.140139673650175,25814.233804459782,0.043377851543694994,2895.193221478505,807.2574147111616,0.24983803750619218,2,High School,Rent,Business,0
21.18955396846225,23804.335954516388,0.3268539934758929,6768.238076812113,756.8294011900027,0.7445793494661742,5,High School,Own,Debt Consolidation,0
38.03818595604876,26253.265120788274,2.4749312694836854,25882.590526136068,774.9043652284889,0.3298851396899583,5,Bachelor,Mortgage,Debt Consolidation,0
42.21562505126143,43831.84931020583,2.4885497491459465,3381.1713123170452,542.7481130947455,0.4625803009238976,2,PhD,Rent,Debt Consolidation,0
32.69133626155231,19724.2756992642,2.0497724257067262,2797.672147450028,794.4920254642602,0.4565059114138564,5,High School,Own,Debt Consolidation,0
49.53260663321034,17984.189984510733,1.2977401771736505,2984.087660902533,846.687078702528,0.33794123683242083,7,Bachelor,Rent,Debt Consolidation,0
21.613942002767512,28767.17901436289,2.2472946804754947,68151.43921609932,754.4822414272791,0.18809732904127882,4,Master,Own,Debt Consolidation,0
41.92918623031611,10000.0,2.9726784888689948,11753.208953313644,814.7822412520313,0.06469462652382413,3,Master,Own,Medical,0
28.941391792411068,19566.49562130492,6.79132499705878,6527.554778707033,729.7848608259771,0.22655186593741547,4,Bachelor,Own,Business,0
52.19377906207296,20597.00910908284,4.38999269125367,8558.295542194786,565.3392396620052,0.17796170651669121,1,High School,Own,Business,0
54.92515353168118,13902.454577615148,3.164951389485437,9721.658586777285,700.7631870432208,0.13523327907302443,7,High School,Own,Debt Consolidation,0
27.333434122166523,37366.48675729216,2.373297582150857,4854.396263386663,547.9657300224767,0.12290144317157405,9,High School,Mortgage,Personal,0
29.5044286409142,12950.372631259781,1.707362259023857,5357.360030095762,590.2625861500286,0.03156869192279911,3,Bachelor,Mortgage,Home Improvement,0
43.59587886979802,20579.76264049948,0.2570509113259389,7142.752564218484,681.6280428589268,0.10761025674300989,4,Master,Rent,Personal,0
31.128693502104852,25503.694746275403,0.36198130671408374,4537.7924551062115,668.2018470880098,0.21245879136928772,5,Master,Rent,Debt Consolidation,0
34.54588782067762,43335.4281159299,3.4327055005267084,5898.49383076887,696.3075406336063,0.1435673560871636,4,Bachelor,Rent,Debt Consolidation,0
35.2538842054241,21910.511603816973,3.252282399813237,10747.981643817044,470.7911006275524,0.324946433167125,2,High School,Mortgage,Medical,0
18.0,35174.50456648139,1.9062150884886242,3649.2518621880527,634.5762053242464,0.5674326857593733,3,Bachelor,Rent,Personal,0
34.86162253905763,31266.34938390954,1.15549889126965,65379.206061488265,704.8998497665538,0.10688510052453189,2,Bachelor,Mortgage,Medical,0
28.10272225935826,23428.974879859783,0.05275499456185573,14802.114019527946,724.8373672559242,0.29732396546572987,1,Master,Rent,Personal,0
30.06877177600228,12774.972927138408,0.7925457999917297,2933.443327744532,731.3772980583268,0.4025309287344321,3,Master,Rent,Business,0
49.43632003468814,10750.52177457651,1.0916612838163113,1116.1909078794415,675.1258261056624,0.0883619671165425,0,High School,Rent,Debt Consolidation,0
22.434931057207436,23231.228317448906,1.3303493149803562,4675.060448921485,612.0775850022544,0.515552575640918,4,High School,Mortgage,Business,0
43.132051867479774,16791.894236730855,5.299315390701656,14009.46595394887,700.1470885176038,0.30605085428580103,4,Bachelor,Mortgage,Home Improvement,0
32.21037069668191,34878.66299910768,0.23016950813950954,11996.568332253908,620.0286884709784,0.32335103100284707,5,Bachelor,Mortgage,Debt Consolidation,0
32.202398315041656,31981.99154171842,1.463222746178105,7415.451862727878,740.1056386898915,0.0702278210583625,4,PhD,Rent,Home Improvement,0
42.90371896051711,20084.3162376599,0.9174858890838479,5008.271031808259,692.7307953294466,0.20716645530987876,6,Master,Mortgage,Business,0
38.4005129456889,12346.693063094819,9.230061123417114,3931.1799471553895,643.8277853212327,0.3070692138691664,5,Master,Own,Debt Consolidation,0
40.70612997219531,28434.764418784787,3.9590333794958297,5871.900017238758,573.1004882242482,0.11731362365019729,4,PhD,Mortgage,Personal,0
44.68184660532861,13240.36340911177,1.155305449594615,3605.06839189276,761.947544053809,0.08812738572207106,5,Master,Rent,Debt Consolidation,0
31.68691616816677,15074.623385062676,16.19439732850129,5889.331631227515,705.904944634186,0.2617783997578427,5,High School,Mortgage,Home Improvement,0
28.877632654922497,13497.936904948736,1.4433536006455883,23500.118640660632,850.0,0.3990810947016503,2,Master,Own,Debt Consolidation,0
24.14849473442202,20552.738862619804,0.3657261185793036,4372.141267303567,702.6219263992945,0.20496471734682992,2,Bachelor,Mortgage,Home Improvement,0
26.74589470021045,39541.10991566181,1.6232970615051239,13209.678062025143,710.9916890783421,0.2857966012568406,2,Master,Rent,Debt Consolidation,0
64.49094425308725,21971.019420875607,0.5128985760551967,14924.195745158888,503.47311846030004,0.30113467706029756,5,Bachelor,Mortgage,Debt Consolidation,0
47.44679580736786,17648.22787761575,2.0229224632877663,3416.319036034944,681.048437952806,0.45376354447365835,2,Master,Rent,Home Improvement,0
21.489256337919787,10272.159310172687,5.5432639564163155,4126.98543419114,618.3471746675541,0.4074744455978693,4,High School,Mortgage,Debt Consolidation,0
21.7754204325643,29029.339149623553,3.085415247777379,19056.332682444307,732.6432288409111,0.1364065868241648,3,Master,Mortgage,Home Improvement,0
39.81866061718492,14910.153413907872,0.6381079711227864,3863.7317431795823,683.4684443159082,0.5709685111199198,2,Bachelor,Rent,Business,0
40.47264797377967,23359.49479026083,0.7043946098466017,7738.87340152748,748.5273181025923,0.5108134673155243,1,High School,Mortgage,Home Improvement,0
40.48883835317365,18451.310782032087,0.1436112251244626,41439.38589696258,850.0,0.3237598369287306,2,Bachelor,Rent,Debt Consolidation,0
32.45044206446302,33492.895135075814,0.6733744592706864,17745.119611791055,570.1637694547768,0.2688189352403928,5,Master,Mortgage,Personal,0
33.745457399970995,20361.106256473984,0.1943984852121004,8674.859089418615,744.6706559525387,0.37796504300034284,0,High School,Rent,Debt Consolidation,0
38.27879524159357,21386.963277541687,1.3840904531711817,15876.327774866788,718.3593166810359,0.3367024786808106,0,Bachelor,Rent,Business,0
35.858930062933304,28081.704945468402,2.4643816242231673,7748.560256610333,847.9294787882197,0.4364258819156045,5,Master,Own,Business,0
18.0,63162.75527374478,2.7820604070728434,18298.703083477027,720.5384570031604,0.08810353489031025,2,Bachelor,Rent,Debt Consolidation,0
32.70200369424806,34345.4031622236,0.12274942465537575,1576.5396903654148,710.141039474374,0.32569857712588346,5,High School,Mortgage,Medical,0
26.485935657396865,21071.92672946734,0.8308972506857408,7248.770903318611,735.1453231028983,0.13857919607642913,2,Bachelor,Mortgage,Business,0
36.75211418908512,22061.714183750635,0.6798372836506873,1526.7980973864917,742.1266108967001,0.1922026211006348,3,High School,Rent,Debt Consolidation,0
64.85259002603411,16942.32604932315,0.22030020819744842,9219.574359626196,795.4370152260836,0.1598533110059613,2,Bachelor,Mortgage,Debt Consolidation,0
38.67481665474304,13697.959351002895,0.9003120010050745,6708.010454015228,568.0621470613513,0.4859525339819802,1,Master,Rent,Debt Consolidation,0
31.86470313827602,16707.693926441512,0.7114082853211711,24066.68690917393,610.7661222274675,0.6097989645794178,3,Bachelor,Rent,Personal,0
44.21801501977252,14971.82706121909,2.012973782567312,14320.708203997037,823.5286119480504,0.14929587606018652,3,Bachelor,Mortgage,Business,0
39.826878872092124,30536.690044228384,4.296343130863638,5319.474769732646,454.1285054603918,0.18128662157920264,4,Master,Own,Debt Consolidation,0
39.200944904518416,12892.519920737914,1.213358212133242,5854.857834734922,641.5270755801874,0.046650526636796544,2,Bachelor,Mortgage,Home Improvement,0
41.06850593215671,42899.06375091743,2.7460864748283447,10987.979968549893,664.9559986384168,0.5308826202728633,1,High School,Mortgage,Business,0
55.56543564829541,32081.126984708433,0.31567244948221734,5125.336836066351,632.3088120262169,0.07913082408837352,2,High School,Mortgage,Home Improvement,0
23.691115646740844,22253.41735264705,4.506949553374027,7895.922538875309,808.094803314032,0.20698906522427857,1,Master,Mortgage,Debt Consolidation,0
39.736320768114545,22029.975016587454,0.33115246296106116,23233.68517070999,697.5937782001579,0.13329902586123552,3,Bachelor,Own,Debt Consolidation,0
25.736188700184616,16669.88946906267,0.4266369036325124,4174.27451438461,611.2685895354763,0.2941647657283904,0,Bachelor,Mortgage,Medical,0
40.55512646342248,25211.164363139345,0.2251368687783579,5663.8576760107335,586.5590689002785,0.4420790506839454,3,Bachelor,Mortgage,Debt Consolidation,0
25.813134885139057,37950.8139899502,0.7411985973664542,6336.324349068528,678.1825578493088,0.23150847179533057,7,High School,Rent,Debt Consolidation,0
30.826331863949157,15497.310455824194,1.6077572844338546,101362.52652613245,766.5954037202766,0.22007955268482654,2,High School,Rent,Home Improvement,0
32.049100857620935,10232.29276505729,8.844716066832982,13181.823209382963,663.8408111367578,0.43932536006068773,2,Master,Mortgage,Personal,0
44.75816719344709,31307.379873045655,3.153632026685574,20043.389372021546,636.5579665742167,0.13077639481945666,2,PhD,Own,Business,0
44.18454443942414,25904.78519334097,0.9574779119777392,14980.43910665944,580.4716311155305,0.05949619270458599,3,High School,Own,Debt Consolidation,0
22.542826235536154,12580.466336977503,1.7153176373247083,15808.690394707353,687.40388380893,0.29143142139148126,2,Bachelor,Own,Home Improvement,0
35.54934110999849,15264.79254050331,1.9526549674045748,11835.500724798761,681.8570522370923,0.2318747118791721,1,PhD,Mortgage,Home Improvement,0
27.904201452508275,14334.83492851512,3.4601312196463536,10853.201233864062,577.5781433903813,0.31670896367663287,3,Master,Rent,Business,0
22.414950893246655,15332.558692657647,2.6670379004102065,2538.6920245752303,752.6416175993122,0.17038375253049684,2,Bachelor,Rent,Business,0
32.82982949575629,18735.185697586872,1.6846457714412542,10789.10000934729,820.604330925378,0.45054740257514714,3,High School,Rent,Business,0
31.915172115441802,19278.12568363363,2.2123800166414602,7430.3268408060885,654.8997967865378,0.14614876100389118,4,Bachelor,Rent,Debt Consolidation,0
59.26716486345522,15908.409893006949,2.74019339654235,12536.071934829904,680.2137643112653,0.20305824961036786,5,Master,Mortgage,Debt Consolidation,0
39.32959825360696,15076.885527876611,0.2857649483548195,7656.518585658577,539.5065379285795,0.2029170314867416,5,High School,Own,Debt Consolidation,0
21.22382499245763,19645.583387520128,0.4474260801477605,14921.097561903713,723.7189525373758,0.11255017537684074,5,PhD,Own,Debt Consolidation,0
29.352259958290578,23952.92602067214,2.333253135528255,17187.64441875453,696.4174216927463,0.3419689619321795,5,Bachelor,Own,Debt Consolidation,0
45.213832954293984,18804.50469999451,3.799922193885596,1000.0,617.3895520521008,0.46958065511499114,3,Master,Rent,Business,0
55.88442772869925,39313.90341163203,1.052766309672673,5726.648562394662,575.6507481048,0.12190369575885432,0,Bachelor,Mortgage,Business,0
19.140166877620416,28397.144042544962,7.813108221383865,1833.6989231313487,834.757024362166,0.5570560105540162,7,Bachelor,Mortgage,Medical,0
18.0,10000.0,0.4868755171491489,9809.981274240454,688.2770236073001,0.19184002157788307,5,Master,Rent,Home Improvement,0
53.70965175371782,28620.080983165954,1.0781048287405839,6370.500377741131,558.232870411927,0.32264973179668643,2,Bachelor,Mortgage,Debt Consolidation,0
38.89614177370904,29815.151750852667,0.9513128917842452,23972.50377426543,735.5544292415304,0.6230472978278391,3,High School,Mortgage,Business,0
26.317072681236336,17723.248227998545,5.326993447384803,9564.329015508005,672.9657312807796,0.2119850459409349,2,High School,Mortgage,Home Improvement,0
40.346290861224354,10429.579245115116,0.6720045433471925,5494.901926067455,655.8892330327059,0.7017261780009698,4,Bachelor,Own,Debt Consolidation,0
18.0,22115.486300997178,1.2727428413381778,17168.940265706344,747.8557295537701,0.4558476059874705,5,PhD,Mortgage,Debt Consolidation,0
35.03375506597161,21941.732021389034,0.4146236728192297,6281.964529663186,388.7236912018107,0.33016963038791386,4,PhD,Mortgage,Debt Consolidation,0
38.278211728430854,12571.36492657493,1.4732213154616445,5440.367840402526,469.2960388882316,0.7523093060379347,3,PhD,Rent,Debt Consolidation,1
44.2427013953783,10661.45725923823,3.8954820206090375,11102.219604876362,787.9218724536627,0.6870013966554536,1,Master,Mortgage,Home Improvement,0
24.861040477074624,21083.019380625963,0.7249246367474864,29447.87740507204,637.1077883552998,0.17667059054678813,1,Master,Rent,Medical,1
35.856871614033594,19603.460857130547,3.3298174427088374,16040.010348551832,607.3227719121334,0.2893073741975614,2,High School,Own,Home Improvement,0
25.745753739404126,17878.73536749515,4.845251950288662,12753.29275100374,516.2243011667325,0.4646759430353267,7,Bachelor,Mortgage,Home Improvement,0
37.55383755674317,21126.73613231546,0.15151257606879742,73185.95623408613,669.3849349149305,0.488304704699088,2,PhD,Rent,Home Improvement,0
26.04653677636976,12690.536194047714,2.8246569440516547,4510.088119115579,681.7255805676559,0.24703635567588714,2,High School,Mortgage,Home Improvement,0
30.918991608397793,17722.489292738108,0.5896643100234639,4430.313953738012,794.0814641995163,0.16055426252908261,8,Master,Mortgage,Home Improvement,0
25.04184605209771,28757.748280012267,0.3855382765002186,9103.876441220118,687.2445175189313,0.18837577439963574,3,Master,Mortgage,Personal,0
41.51136241823657,18490.547967464096,1.8382013121573024,27228.54382254011,619.7192100281586,0.08829771805296123,5,High School,Rent,Business,0
43.58451116656666,10000.0,2.4456495576266013,3814.8293788780948,690.5676751869618,0.040635097169864694,2,PhD,Rent,Business,0
32.653794300425865,17390.05658349817,1.004263668136826,32980.04887431379,760.9488562244609,0.31374770924702505,7,High School,Mortgage,Debt Consolidation,0
35.382379949600285,12899.202519520015,0.07992328587890771,2562.4061758484227,739.1219680519052,0.2689161810273773,2,PhD,Mortgage,Home Improvement,0
20.51408585366456,25174.02903519016,4.787308091390924,7354.190453135892,712.1434791321744,0.15979696757844541,1,Bachelor,Mortgage,Home Improvement,0
32.00323351993213,25833.27585466677,2.6242070242396336,9309.331214698348,677.4581849312552,0.5469877477031255,5,High School,Other,Debt Consolidation,0
34.49795382958255,10000.0,0.6339933047254003,3999.379355529529,591.8672787849548,0.488955757910439,2,Bachelor,Mortgage,Home Improvement,0
61.20793091029975,32193.069816901414,1.3737889619641037,4929.5969446932095,546.7201187504845,0.3575166857005763,2,Bachelor,Mortgage,Debt Consolidation,0
23.880329742258365,12630.967924711906,0.056372636389812,15325.975048344893,530.8993927622313,0.15108879357789298,3,Bachelor,Own,Medical,0
49.64177238752438,48030.48273189399,0.8288586795060211,25674.26979315783,689.3966287875057,0.13922753392277912,1,Bachelor,Mortgage,Personal,0
44.96858773465808,21495.778967535403,1.4785298271707916,1492.6550261698526,699.8280069935075,0.13000692918167592,2,Bachelor,Rent,Home Improvement,0
37.806364044901365,11811.196904222747,1.4564034075780437,9359.89272467956,759.4304482603898,0.27200681885747685,1,Bachelor,Own,Home Improvement,0
52.586204841951336,12444.163100048867,0.46685469249225464,7400.870275742017,706.1731852249861,0.3838853152349051,1,Master,Own,Personal,0
38.72105472606863,26213.967172600114,2.9989025233731352,8830.059963860796,755.0871449145958,0.06748220238574751,3,Bachelor,Mortgage,Personal,0
38.891591956679285,18112.363584804894,0.7101015515901851,6289.185307885707,636.9453369358081,0.7152800662527399,3,High School,Rent,Debt Consolidation,0
34.46879346982455,20987.30573650931,1.7369545804094497,2885.9529153550498,727.084246343632,0.1737704727416835,0,High School,Rent,Business,0
47.235688824186276,49335.0527419678,0.6335963248873503,27829.101882387764,549.8529488069647,0.2990750527524825,2,Bachelor,Own,Medical,0
45.96469233810883,15527.655950484148,1.1073544676636728,20485.317288140504,643.9814148124075,0.24104354200389128,3,Bachelor,Mortgage,Medical,0
28.743227125037876,22696.85003466142,0.4651624559508243,7456.2556893913425,466.85143957614514,0.19112875010680802,6,High School,Own,Medical,0
21.807528054012327,44798.15541067401,2.004829328420633,5482.680649866954,653.158465610567,0.11687401989423861,2,PhD,Rent,Debt Consolidation,0
32.97019362604343,25216.57354634886,1.1088040669052606,4976.327741977188,772.4786484041032,0.09764334926947094,5,PhD,Mortgage,Business,0
26.999614356023535,10000.0,0.03249720182798706,1024.0057493142776,657.0210650082773,0.18730749192428375,1,Bachelor,Mortgage,Debt Consolidation,0
34.36475425384645,28358.85215846882,0.057138471722336236,10754.24736971156,722.1824992173224,0.42718256369362895,0,PhD,Mortgage,Home Improvement,0
47.37438134684139,12314.079618112924,1.2740415790367912,15127.338344553327,677.3185214091321,0.36124125184591305,3,Master,Mortgage,Debt Consolidation,0
30.426983449132102,44507.08924607076,0.4047853624488357,9048.205166557218,592.9574187360639,0.35456835985719204,2,Bachelor,Mortgage,Personal,0
34.571766186884254,14596.925414927764,1.7591561694308908,7562.301486837579,631.3352189648762,0.1766068838544832,5,Master,Rent,Personal,0
35.58022734808395,97222.23834840543,1.0491453045581907,9015.555982577793,767.9684493650852,0.13137345149239318,4,Bachelor,Mortgage,Debt Consolidation,0
43.484308822052846,45875.569257551535,2.1250612764017527,4094.579133871086,721.6674055807872,0.08894784907562238,8,Master,Rent,Home Improvement,0
18.0,14789.810089945711,6.089642275345589,5433.592618061463,588.2404199546619,0.19273040119445042,6,High School,Own,Medical,0
28.932997052347034,22247.989022550388,1.5046742369352046,7093.495933029722,511.25284541014844,0.3691151783386055,4,PhD,Mortgage,Medical,0
37.11283692279473,32106.768410998557,3.0964843530226345,14148.179814958325,670.6846583564474,0.41254562894635327,4,High School,Mortgage,Business,0
47.000789564268615,32592.263952164238,2.797065866234928,24418.265044355605,591.8120176230248,0.34383093426352274,0,Bachelor,Rent,Debt Consolidation,0
30.080975524937948,27478.746491342292,5.096743764902477,6745.842887489847,632.2564990236717,0.21190389085054198,0,Master,Other,Business,0
18.0,41195.302773378586,0.4816424373325455,3512.810013953794,504.5577416905522,0.19176934653444078,3,Bachelor,Mortgage,Home Improvement,0
41.197114459661364,20712.97359564974,3.5127109546675963,8337.489514657083,754.0752857511295,0.2257989048752974,6,PhD,Mortgage,Business,0
28.646376111743706,18336.35840258037,4.718742226579053,40505.49367011249,640.3022192732822,0.3059966703174421,2,High School,Mortgage,Personal,0
23.103333409096386,18519.28695367795,0.997672175880481,3765.9478136790767,655.4659971134755,0.19347644666095543,2,High School,Own,Business,0
28.75654610286776,33832.819990496006,0.7532194984856445,16459.738674476102,566.7069784604832,0.42651613755364237,3,Bachelor,Mortgage,Debt Consolidation,0
33.1547464234415,26438.869084536855,6.074605332704098,23594.488955200286,622.2615294140381,0.27455243943817015,5,High School,Other,Home Improvement,0
28.952553354617873,25479.81458676664,1.975749748497719,6075.308884732377,662.2459776327269,0.34748541477728484,3,High School,Mortgage,Debt Consolidation,0
18.0,32781.41849769326,0.958255003719659,4625.872763774251,588.6742773522988,0.32609647554314064,8,Bachelor,Rent,Debt Consolidation,0
43.970661968871326,10000.0,3.1387785547020113,12835.439644288583,628.413824993333,0.4569724385749856,3,Bachelor,Mortgage,Debt Consolidation,0
47.748750412787224,25720.263209179186,0.7261734873734946,10749.058176650557,788.6291424553325,0.21504052178048205,2,Master,Own,Personal,0
41.51521991339506,24570.07319221354,0.38815902947536235,14126.663755196692,474.9958030364688,0.21626286382498797,6,PhD,Mortgage,Personal,0
23.623143295751834,50736.661798217305,1.5703917670434355,42572.660127865835,668.4561701061334,0.23259522049659032,2,PhD,Mortgage,Home Improvement,0
32.98508466052482,10256.900821041178,1.6703988940409957,9261.647640030746,571.4533933048509,0.278360244824884,2,Master,Rent,Personal,0
34.93478684770542,47982.58042393612,3.494488083392853,3121.971963815796,783.6489989834383,0.3461018531246256,3,Bachelor,Own,Medical,0
40.987943895619104,22872.81952896731,1.2213926757740934,8546.79811001133,631.9272699162723,0.16361120571498589,6,Bachelor,Mortgage,Debt Consolidation,0
41.68340488718081,28127.267692696427,3.3703340520670038,9830.503527348792,545.2845425608461,0.18696406252033687,1,Bachelor,Own,Medical,0
27.65826201221504,50917.36959845231,0.7459648952755424,22331.084479130288,628.4389962314336,0.32463286109182454,2,Master,Rent,Debt Consolidation,0
35.819955564135604,29154.968814269785,1.7130656872563172,6922.889253515054,684.9634257735314,0.37360310839148764,5,Master,Own,Personal,0
39.57280404615241,26908.140610429688,0.4675820169312275,5841.516595061999,850.0,0.39320268097976085,3,Master,Own,Home Improvement,0
49.558223221467664,24863.23767482745,0.9737167952928044,2705.507537490042,439.0189968670395,0.11942404523694342,2,Bachelor,Mortgage,Debt Consolidation,0
42.04506539824723,17296.525678809954,3.8973837987351425,12555.702623318455,530.0883865015567,0.3787590354219234,2,High School,Rent,Debt Consolidation,0
42.89056687375519,21714.932526733082,0.48666239870390227,118014.85064245856,780.5218880468049,0.4481409776997231,1,Bachelor,Rent,Debt Consolidation,0
35.838266279293606,15401.860871889281,3.323984665511108,6781.321088718034,499.1040357367276,0.5739518181976613,1,Bachelor,Mortgage,Home Improvement,1
49.10459145203504,21541.06840138188,0.6650009111655424,11632.567234866581,650.9631922849121,0.09157976364114992,2,Bachelor,Own,Home Improvement,0
39.09762795959497,10000.0,0.07019705901053098,5227.736738161927,601.6635120961749,0.31401566348693716,2,PhD,Mortgage,Debt Consolidation,0
26.389120898264295,27296.664215089015,0.23292060433623585,2907.2766532964515,585.9575953225161,0.3143322336678764,2,Bachelor,Own,Personal,0
49.033699701251905,20725.733535075706,2.7398937867101476,11468.836327021898,632.7807384391513,0.23003438388781003,2,PhD,Own,Home Improvement,0
41.979032725390276,18618.26061640527,0.6078151307433047,8287.88945746925,616.7317278840777,0.37431098359603704,4,Bachelor,Mortgage,Personal,0
30.569559788715175,24584.686841313807,2.1234747586090355,1201.7771343471077,755.7061614219917,0.17660968869936686,6,High School,Mortgage,Debt Consolidation,0
30.205070326007565,10755.989471263563,2.40261207832909,29378.634533482727,782.8294707443032,0.19760050464691778,4,PhD,Rent,Home Improvement,0
37.96575545140762,57793.696886683494,0.8466018428733677,11302.412766521937,692.6303963660753,0.19589201931457687,5,High School,Mortgage,Debt Consolidation,0
39.63184795267585,20923.250196992252,1.2884054364421391,8596.551728932298,626.3927462161633,0.11527799320276509,4,Bachelor,Mortgage,Debt Consolidation,0
36.972922656312065,20477.41362862939,1.0342478008572826,5781.500376705999,675.8469870808417,0.25629451907602174,2,Master,Own,Medical,0
38.11308673442885,13592.886656578117,5.888139955983788,11206.34358424432,730.5025566744434,0.23205782272412342,4,Bachelor,Rent,Personal,0
51.999573745763804,22291.778029299883,0.771174562430818,11627.366294222795,750.169830640418,0.31359304397801785,1,High School,Own,Debt Consolidation,0
45.71543152234886,44067.59328405703,0.4050233256673592,11170.784238804617,687.0046846985013,0.41830252602534634,1,Bachelor,Mortgage,Debt Consolidation,0
36.90635591265024,36973.55124202462,0.9101286540063214,19041.84939279335,802.7661552042684,0.09354263410012993,4,PhD,Rent,Business,0
44.41310580767483,33766.31124065839,2.214392295207055,22838.819734593697,588.3487946075155,0.3687658323872218,1,Bachelor,Own,Debt Consolidation,0
24.674760964724605,28946.352322322302,2.390440376679143,40314.82115400979,763.9956295784755,0.4599920726615897,5,Bachelor,Mortgage,Business,0
38.979270499468086,18411.46295338867,5.1555527453666965,4148.600195519278,720.4359862760638,0.4428854727070815,1,Bachelor,Mortgage,Debt Consolidation,0
53.0930634973311,10667.088257588837,4.269984358794996,5121.808042442532,588.9999623264629,0.43458824291790565,4,Bachelor,Other,Debt Consolidation,0
32.81954104607626,19920.021571939298,0.680255276104177,10817.773270098569,673.2685882677974,0.42339912282876985,3,High School,Rent,Debt Consolidation,0
26.52366071380915,19576.091275478953,1.2145381371597237,4344.76657249363,680.1429578297333,0.15873123051166885,4,Master,Mortgage,Debt Consolidation,0
28.479111114069394,37212.396345156856,2.750859100495268,4942.309159215943,635.7967559643317,0.32634275691210307,4,High School,Own,Personal,0
24.103669626576117,25711.540614295125,4.966710442200786,11851.191205776217,634.7064500062128,0.49546259747201515,3,PhD,Own,Medical,0
27.152380918722965,49323.492308774585,0.8224584158886991,16658.466821813952,497.51723683144047,0.4810385952330711,5,High School,Own,Business,1
31.29491901409971,40084.470542459174,1.175562492870783,22488.118054140497,581.0732786998863,0.6348878770660755,2,PhD,Rent,Business,0
20.94432980821358,17531.45886054214,4.594762720924035,6945.911339667888,626.1627867810474,0.16161629452445644,3,Bachelor,Mortgage,Medical,0
35.15618333949603,10000.0,0.8878419119452622,11737.244680623371,592.7431610336599,0.2333619491973004,3,High School,Own,Home Improvement,0
44.02277173786647,44037.09460678789,1.309826932473966,9839.952755013597,564.4335931577267,0.12038695016099567,0,High School,Mortgage,Debt Consolidation,0
25.9224381985308,43464.187911968984,4.697344791951542,8218.360011351206,756.1091353119015,0.19675250964323918,2,Master,Rent,Medical,0
50.19283923641769,11124.378102231196,3.2414347540861237,4218.321874341186,639.607491335532,0.14898741797365575,2,Bachelor,Own,Business,0
40.107920885275945,46845.95806164769,0.5579228825535407,3810.1777807183043,850.0,0.07851877076111537,2,High School,Mortgage,Medical,0
45.305805856240575,26663.705772614103,0.7854780547833774,13812.645939566537,672.2747499066263,0.23364528807133697,5,High School,Rent,Debt Consolidation,0
28.42165446147863,23869.165274249288,0.870690391762114,4161.9729018849785,754.0155192684697,0.10294612637721177,2,High School,Own,Medical,0
43.545252270666154,49384.487079259896,4.877691233905294,1955.6246591643794,629.1877955031732,0.15825287040542696,7,High School,Rent,Medical,0
24.08066099604687,43145.89620313506,13.687190730025325,7899.785935910896,583.8325234078027,0.10776904395126269,3,High School,Mortgage,Debt Consolidation,0
43.90247500836509,30505.597672372238,2.9744786319541143,25956.886827293765,676.2849205135794,0.31213175197323606,2,Bachelor,Mortgage,Debt Consolidation,0
36.718393397935316,27906.321882325214,1.3245621654075108,1000.0,779.5516070761148,0.5294757317294231,4,Bachelor,Mortgage,Debt Consolidation,0
40.53251219984784,29977.34309852308,0.020451850147841347,6433.89753086164,641.0927564545608,0.38902861683811435,1,Bachelor,Other,Debt Consolidation,0
23.24405394375148,18033.227061270467,2.3912690399396905,13907.337982901436,694.6778183781194,0.15569118322106532,1,Bachelor,Mortgage,Debt Consolidation,0
26.049301577233955,21427.90396276891,0.9864991970114056,1884.0949527745545,675.7560431452392,0.3580704058619752,2,Bachelor,Mortgage,Personal,0
40.972282182533846,14028.432229576416,2.004713131489971,6831.73308970514,640.1999077740188,0.2600554515225123,0,Master,Mortgage,Debt Consolidation,0
25.516519957757993,18647.737650871397,1.8663345024640527,3256.5844303233043,645.3175534588764,0.4838376258451836,3,Bachelor,Own,Debt Consolidation,0
39.63206292099123,18337.12661955603,1.311055715489793,3620.1020998281256,550.1525371279758,0.5765935757347652,5,Bachelor,Mortgage,Home Improvement,0
21.328621935397543,16032.085151061092,5.778690887620997,5872.674517468551,648.8911466496753,0.5128281232936179,0,Bachelor,Own,Home Improvement,0
43.48174212666668,23585.166407051493,0.04683685739357258,3299.3530668717694,715.3293963394331,0.08835687037138545,1,Master,Own,Business,0
22.67476685231491,18732.39345754666,2.4905098404312302,3087.013622888177,679.5712118143699,0.04233226788586659,5,PhD,Mortgage,Personal,0
40.522999376795234,28314.16136821866,1.0547227384910496,7728.071274699283,668.4180527636454,0.16394321171807158,1,High School,Own,Debt Consolidation,0
41.256309336460006,10000.0,2.5020620917204455,48132.42033235803,722.5011446220863,0.2382549028246708,1,PhD,Mortgage,Home Improvement,0
28.032281815704252,20812.782140815038,2.2492123274354565,14856.52815394097,669.4934910351883,0.3294073551196758,3,High School,Other,Home Improvement,0
40.82026567084727,23523.985050712134,0.02058154279646036,18186.34312476991,651.391593885182,0.22980284707190068,4,Master,Rent,Debt Consolidation,0
37.60442263333556,18857.865619425647,0.6718925364227817,15333.725318633602,723.5160406961031,0.3988304170796581,0,PhD,Mortgage,Debt Consolidation,0
29.61158143807262,20207.389838859122,0.41920016038243874,4637.770851547776,663.6599618348968,0.025914930382425896,6,Bachelor,Rent,Home Improvement,0
24.91445315923792,10000.0,0.365410507854553,10390.69302779636,626.3404705857558,0.6948728224378685,2,Bachelor,Mortgage,Debt Consolidation,1
18.0,26324.057985484822,2.607414530577149,19499.720453943337,696.8270255146934,0.11665865094120514,3,High School,Own,Medical,0
38.496500472996935,30448.834339842215,0.5476933794748559,15719.699880432869,646.4781594432778,0.03128075492818457,4,Master,Mortgage,Personal,0
19.35197228637945,28191.298545700312,1.2877147205257187,9467.69546914717,621.8486542812798,0.25203508832146654,2,High School,Mortgage,Personal,0
35.95344199441308,37025.55132801784,0.5673508735891694,12283.807312161704,665.5422225200743,0.10117709168212569,2,Bachelor,Rent,Debt Consolidation,0
32.36551783917751,24361.634149611913,1.7361148903945733,58121.979278399514,666.7090845920732,0.26898285424731694,4,Master,Own,Debt Consolidation,0
41.79142775438196,27982.66779930057,2.5500338997609697,15859.985385591464,539.6375276065015,0.24197651654805746,2,Master,Own,Debt Consolidation,0
31.979545005101357,23814.391677253927,0.8041658842647094,6297.276480597007,683.3230467300123,0.043656361177879216,3,Bachelor,Rent,Home Improvement,1
31.705522136529087,31063.083264710916,1.8477430285020375,7637.078356785197,834.651284908517,0.1558899199416863,3,Bachelor,Rent,Debt Consolidation,0
42.318707042882956,10010.453559618196,3.4842795774190813,3486.5879866535442,552.0388808191495,0.13121348408526845,0,High School,Own,Personal,0
38.35058029084117,14089.84375852268,0.1979271179104844,52977.827627769926,599.7424276361512,0.30446118889643514,3,Bachelor,Own,Home Improvement,0
38.16155957182778,48700.755802878375,2.4803788884774485,29234.236384319895,850.0,0.3792310942069858,2,Bachelor,Rent,Business,0
39.69267589808526,10000.0,0.7805962542483258,8660.869745486516,567.7867311678469,0.31271373630729965,4,PhD,Rent,Business,0
19.64427876792894,20535.513560007792,0.2616984577446004,46381.50664184775,778.6390077163001,0.25837280624977255,1,Bachelor,Mortgage,Home Improvement,0
42.56788679986982,39582.306023601705,1.5777934272346894,13439.051463632493,627.1293844309266,0.14226111141186804,2,Bachelor,Own,Business,0
41.12468794013602,21022.943485290383,0.5130447532385292,5740.622115358794,656.0139992309722,0.3505192891630301,7,Bachelor,Rent,Medical,0
24.83316871423503,17988.617293707932,3.4447854131887867,16733.400524563964,636.8832192946505,0.38097714351171097,6,High School,Rent,Debt Consolidation,0
32.55919526325799,23498.945773119303,0.08768625194759061,11146.878443159472,692.5700621480667,0.449594943373345,1,High School,Rent,Debt Consolidation,0
34.606927123723686,18461.447356585144,0.20772970559627912,15839.869435420926,492.02468235010247,0.1585052415075105,3,Bachelor,Mortgage,Medical,0
33.655032155982674,22368.852267119615,1.4720931877832903,2710.061242359455,668.6260457398191,0.4279366232922108,4,Bachelor,Mortgage,Business,0
38.338599665685344,15651.303476605888,1.7780408598698705,4237.584422661321,609.6638150635436,0.3186922344020127,2,Bachelor,Other,Home Improvement,0
49.313667818311835,38343.381483231264,2.617827294063825,26656.189768257285,463.6926105056004,0.19387888778177062,5,Bachelor,Rent,Home Improvement,0
45.81766727672829,44874.83552185995,0.6002131511855323,31398.330234942183,762.0889027689223,0.26668891184893323,4,Bachelor,Own,Home Improvement,0
21.877808065685937,20605.32546207439,3.68728998164189,25136.85014101906,439.2497233338202,0.676193413749838,1,High School,Own,Home Improvement,1
41.220699903060485,11012.158831536823,6.121281556602196,47806.53013585156,850.0,0.43104825754163967,2,High School,Mortgage,Business,0
48.2893331953541,16950.93739540797,1.382455262527612,12860.226862425121,711.6953185154208,0.24776717616479138,3,Master,Rent,Debt Consolidation,0
38.868085206892026,20090.56678987844,2.8586656618302846,12157.076294028258,513.9004211222283,0.190520447021369,1,Bachelor,Mortgage,Debt Consolidation,0
45.90980425185967,28360.977240201817,1.4882425446121295,3902.7412858877615,783.8093648017204,0.5086242054126864,3,Bachelor,Mortgage,Debt Consolidation,0
55.12270445700765,13306.306681723492,0.1439955406654847,5092.758192333026,574.9620532308237,0.5083355247592659,5,High School,Own,Home Improvement,0
45.23709546106981,14994.201529949392,0.7893812621589501,1651.4207585076058,579.5176117119834,0.22296052878240308,1,Bachelor,Rent,Home Improvement,0
37.49308595641729,28433.919751795005,0.18310521384350992,6265.484445918658,469.9029687230743,0.42170306566117516,1,Bachelor,Own,Home Improvement,0
45.450884740847535,35222.99502374626,8.997861579220618,1561.151749716006,563.6037100106928,0.46471603732216216,1,Bachelor,Rent,Business,0
36.44887833096891,16142.373328911817,0.5202010287593235,19240.50433455688,575.383122810154,0.3376821447146242,4,Master,Rent,Business,0
35.23903043284955,11309.422118035018,2.020655751451871,11055.895508390448,731.8146085625209,0.14754713418962426,2,High School,Mortgage,Home Improvement,0
31.485857642862676,113784.21703111207,0.6691144283413519,1602.090475913028,766.7193866129257,0.3271527697955232,3,High School,Rent,Personal,0
50.63413358832108,32586.459181732775,2.11828061045589,6961.213184589302,525.9211221355756,0.34309548694520825,4,Bachelor,Other,Debt Consolidation,0
26.815713340579986,19273.726363283462,0.47246186458361517,39109.64918992797,677.0539969357878,0.5345456204975353,6,High School,Own,Home Improvement,0
50.32367724678116,34013.597079789535,3.076748321894188,7328.067219886974,465.9745346742495,0.38179834763167914,3,High School,Mortgage,Home Improvement,0
39.99864123740372,20697.572154297875,0.23489229120285207,3645.6984512674817,677.4344774888692,0.1868711892532623,6,Bachelor,Mortgage,Debt Consolidation,0
21.006938251980586,33981.734700312576,4.5104566749526045,1942.241863398212,850.0,0.3113938955928443,4,Bachelor,Mortgage,Debt Consolidation,0
38.67649292991422,23853.747190672162,3.6704410427590894,1989.189821696045,472.01875711958024,0.20890759544988513,5,Master,Rent,Business,0
18.0,23054.953992478822,2.2714283206082024,12437.407873514489,548.5333457833167,0.37631032944198267,2,Master,Other,Home Improvement,0
41.25508016831036,20810.419252824246,0.1395891579860605,5726.7410867301405,722.7275214573622,0.35180523979235634,2,Bachelor,Rent,Debt Consolidation,0
43.852314829889906,10681.935613036934,0.4678252310066736,6119.310383486905,734.5194474970161,0.48810839597260103,3,Bachelor,Rent,Home Improvement,0
29.076440443479463,58049.272206781716,3.9231263820718874,5745.674956282319,555.8883254925995,0.4674608774391969,6,PhD,Rent,Personal,0
36.235476959555825,13756.036705375955,0.2601591353291211,7243.1251328356475,797.3581735358096,0.5499024347841667,3,Bachelor,Own,Home Improvement,0
54.541574337502865,11158.850310372787,0.33904466602225597,3035.919433285939,568.4421567527327,0.55231649148189,4,PhD,Mortgage,Personal,0
29.942532957380635,19802.630445108818,1.5705395168637217,10434.615742793603,817.3467607602998,0.29427061882716243,2,Bachelor,Rent,Debt Consolidation,0
24.410924129433994,13619.58478076105,0.6408994025892004,2596.2801940550457,696.8651688040924,0.20634204584677235,3,High School,Rent,Debt Consolidation,0
49.816634024625984,21464.24066890485,0.5022521204738075,4426.329806630546,777.121505203703,0.26379293310051766,4,Bachelor,Mortgage,Debt Consolidation,0
54.625871905307946,31066.393662552557,1.7151638026085214,18190.634598685992,687.0828126265461,0.42620976903762287,1,PhD,Own,Debt Consolidation,0
35.03695671847847,36230.31398414447,0.9322676180021024,10948.568540237093,715.696410435433,0.10215357232545988,1,Bachelor,Rent,Debt Consolidation,0
45.11463035408356,33102.5421592692,0.30294828902074994,14024.2811890681,721.0132526579237,0.738001346244224,1,Bachelor,Rent,Business,0
48.414759155308815,18905.042655061734,1.5308068888717932,45265.96543782148,764.4786542633394,0.5451308641700221,0,High School,Own,Debt Consolidation,0
27.575157674616158,22579.45980541263,0.9788211539682191,7725.461118938228,646.7172199842569,0.2636137660395544,1,Master,Mortgage,Debt Consolidation,0
30.146941646321316,27009.380901758213,2.6524072404698953,8243.400402789219,560.0096164914552,0.218490074853522,0,Bachelor,Other,Debt Consolidation,0
47.30874513154735,10000.0,0.21685362905867556,6558.6707728694855,642.1060872997003,0.4230286964805734,4,Bachelor,Rent,Debt Consolidation,0
51.85014278708509,29298.522000383906,1.938398259394373,5683.194025416872,583.2512168759067,0.08714865003146595,3,Bachelor,Rent,Medical,0
40.62880860174355,10629.095264694191,1.147152206826295,3610.232082656379,589.7927892162435,0.5082115786421696,5,Bachelor,Rent,Business,0
26.201856464979457,61094.2662963823,1.0419602636002288,8666.773446041285,815.4777239800408,0.13775305736143312,7,Bachelor,Own,Personal,0
54.87061111699441,17993.078905355138,0.5286804195461893,10764.82211499537,712.2727890756346,0.1526533505926768,5,High School,Rent,Business,0
29.690291021880356,20081.6634478456,0.06179701659174712,11255.546083489104,707.6737482232915,0.1750006174894235,3,Master,Own,Business,0
31.648622188285483,14990.117811136543,3.763664143847604,8531.24906263998,757.2643542421125,0.343489759257789,2,High School,Mortgage,Home Improvement,0
38.423378344896214,16074.910542332767,0.7902675789902771,16999.45636259233,711.7510492765394,0.30700453862383226,3,High School,Own,Home Improvement,0
50.54160420714774,68668.56364167242,2.2856992158634197,8296.170921631721,836.7077494833775,0.19776979604699627,4,High School,Rent,Home Improvement,0
43.539759765522234,35248.732294307,5.897216508569966,5840.422910680914,440.53556716872157,0.2586133289890333,4,Master,Rent,Debt Consolidation,0
39.148655003619105,10151.723544823642,1.664773889765399,3859.949789297999,550.2407388203222,0.22830666137176123,5,PhD,Own,Business,0
39.63288530118106,46728.35581743343,1.0121634627418354,2346.8278183950674,579.9328151826829,0.4802451538654692,5,High School,Mortgage,Personal,0
35.43514668643466,39999.45618268247,0.6246971187866505,26064.568501327783,512.4283522529103,0.14051246259860906,6,High School,Mortgage,Business,0
40.58139514518506,19137.284300346375,5.437528564295688,4632.056882964308,661.2922771321292,0.37934480479261495,4,Bachelor,Mortgage,Debt Consolidation,0
18.0,25676.936897956464,2.2918909831646728,3864.031260032343,665.9932695429965,0.4244710980543089,1,High School,Mortgage,Debt Consolidation,0
32.033925409302014,21862.49652304524,2.1889301600163344,5802.066448696843,847.5336238618879,0.2540961973744656,2,Bachelor,Mortgage,Business,0
37.41321934916781,59058.865877312455,1.1108034969785545,6485.271558720973,740.3789141852706,0.3719096902239137,2,High School,Rent,Debt Consolidation,0
23.48985916380493,14792.194256283556,3.729288976044376,30055.77041717152,599.2473568511924,0.23279906857321286,2,Bachelor,Rent,Business,0
38.8632331781156,23694.667573001792,2.50123585055924,6232.185279967594,699.4359480497415,0.08322965523323793,6,Bachelor,Mortgage,Business,0
32.95528779013878,17781.739421325216,0.6658701604693095,66616.45195150052,467.3019879571356,0.364130669328665,2,High School,Rent,Debt Consolidation,0
52.5547569831549,10758.80531870175,1.8304758726410955,8526.70057948581,664.2255226496069,0.4109777976082158,6,Bachelor,Mortgage,Debt Consolidation,0
50.730197252148564,65895.08450706422,1.1249184945784458,42008.30430114409,658.8787314611973,0.37592602843640355,5,PhD,Own,Debt Consolidation,0
30.34194430881837,12200.310856635095,0.013223947661903357,16566.592145460916,559.7902602635032,0.2710843683759485,2,High School,Rent,Business,0
33.49162288433305,24589.24899681086,3.2966010670386927,10816.520668738342,629.8802631271045,0.6217760998515133,4,PhD,Mortgage,Personal,0
34.260524343916074,10000.0,0.26210972105717983,28631.950012698308,580.7462510723483,0.047974565296682835,4,Master,Mortgage,Personal,0
30.483405238403773,18042.12770464839,1.4265140945893218,19886.25035860457,556.7454681777738,0.3195629940779922,5,High School,Rent,Home Improvement,0
36.950249840281266,27200.33071137825,0.819627679554049,13463.576314489297,717.4499140527876,0.20103286699183917,1,High School,Mortgage,Debt Consolidation,0
27.417179311124098,14583.310104014703,0.8373713555744058,51744.59223626351,753.3911193815004,0.3240040069004978,4,Bachelor,Other,Home Improvement,0
23.693846650624735,29537.05705521004,1.2977434644724621,5438.648276758825,700.9995540981479,0.15845855452620017,2,Bachelor,Own,Debt Consolidation,0
41.227112239002686,19254.102888222194,11.633748277378594,3655.7957327630315,606.1895330580417,0.21902379876730402,1,High School,Rent,Debt Consolidation,0
41.29529584221811,39341.737460207674,1.0497804045412114,4717.410978349176,583.7446403401315,0.3660067063448291,3,High School,Rent,Home Improvement,0
26.956842403400074,43515.84730824347,0.4025910096702721,32919.436983135165,609.3000017313568,0.5327030734749413,1,High School,Mortgage,Home Improvement,0
43.95355430762599,16426.11326316086,1.9017971591951592,25864.01803920502,627.9992105811308,0.2759613052064288,3,Master,Own,Medical,0
28.684222708346688,22887.96326402349,0.5391282838873727,5322.9901377832775,562.790974180821,0.3242051443605107,1,Master,Mortgage,Home Improvement,1
37.53165238037981,24142.453197275197,0.223090619171455,1231.8581135953175,755.3823987176021,0.3749395514840132,1,Bachelor,Mortgage,Debt Consolidation,0
43.20344012612456,30021.667433053786,0.10295330042594009,6872.780065975428,629.7726268609582,0.2240691148645967,5,Master,Mortgage,Home Improvement,0
34.66387435296287,22185.42893579445,0.04629422671995161,3602.5188240242096,726.4880849978406,0.20082528466611363,2,Bachelor,Rent,Debt Consolidation,0
39.54740912141134,24224.15317935548,1.1283285021451284,5458.073801065105,510.0079157594411,0.026436639181696902,3,High School,Rent,Business,0
29.835703561124284,19502.47700929586,1.1127822151774258,3485.8694019778145,581.1659508672011,0.3493502202080553,1,High School,Rent,Home Improvement,0
33.03533416571903,23332.906363434413,0.4104731846137661,2235.8338806321126,735.9393397152569,0.5829922650467155,5,Bachelor,Mortgage,Debt Consolidation,0
32.94140569119659,42149.162628496284,3.065130174185235,36554.643222649276,737.3545976417362,0.3372190750665811,1,Bachelor,Own,Home Improvement,0
27.53421653459761,30425.660313340104,0.27684811969420303,4689.425863794079,529.7470055191156,0.1655907110355,2,PhD,Other,Debt Consolidation,0
33.23225836884218,31276.672768923145,4.9376853613647445,25087.732047973146,680.3068875997445,0.08505499180271774,2,Bachelor,Other,Debt Consolidation,0
19.513817011362534,31619.685423807583,1.7714065567965016,6787.943291712762,682.9314278551811,0.3096702562374992,5,Bachelor,Rent,Debt Consolidation,0
30.08846252857895,20396.03118315079,0.05600975519227798,3279.2061228227476,579.1786621296885,0.34231848941031073,3,Bachelor,Other,Medical,0
32.15124506630329,25833.142041216208,6.592195590193423,12176.397331787775,685.6997993029551,0.33014382940356624,2,Master,Mortgage,Personal,0
32.4382024750462,12802.72298942709,0.7361688838353099,5926.295041077627,491.95483003088,0.04698686902049339,0,High School,Other,Personal,0
32.58502554129221,41539.65649587701,1.1955829475034472,6865.8773843026875,557.3108147029366,0.044152324637476016,3,Bachelor,Own,Debt Consolidation,0
34.382358001398714,10000.0,0.6689009039963845,9099.04505030803,709.8957945656158,0.02756618225776116,7,Master,Own,Medical,0
39.79441518086064,21087.290749313117,2.607006606572248,4231.1526601152555,652.950025870029,0.09223714601826295,3,Master,Own,Medical,0
43.745170741325225,38966.126194295895,1.3298201365941373,2215.1843714801175,658.1420327585319,0.3526508926067584,1,Master,Rent,Business,0
28.50234773151733,11137.421607938164,0.28398666678055673,7777.453952986653,632.4917315214375,0.25097074998682867,3,Bachelor,Mortgage,Medical,0
22.967991446108556,26900.225778525015,0.22008503463795265,17520.627185470155,703.6902581532416,0.15688220935581507,7,High School,Rent,Personal,1
24.57955587756897,15671.777726949747,2.5847005066585824,3939.176588933079,708.5096893413014,0.3468666184284775,3,High School,Rent,Business,0
30.127970788050728,18317.247245365303,0.5412078879881544,9165.20761470172,729.1498112755979,0.2803456661141882,6,Bachelor,Rent,Home Improvement,0
31.480786821834908,35347.05932029398,0.2965206648945217,27021.975432134426,662.5669200261843,0.2784067596616124,2,Master,Rent,Business,0
27.300039338025428,24319.370773435392,1.3840060586926668,7541.588311275529,611.158815956947,0.03938069717180373,5,Bachelor,Mortgage,Business,0
22.038833357501055,10000.0,3.2467216512246244,8680.856669581864,594.2983590480344,0.21753364110367523,2,Bachelor,Rent,Debt Consolidation,0
30.438791725258117,13518.13275381806,0.6536297274954191,8469.018343524183,544.3153341943708,0.6636376276506034,5,Bachelor,Mortgage,Home Improvement,0
36.814266201139716,35870.40522273938,0.6471204262435347,4694.394701606884,609.7210178631478,0.33941670450650235,2,Bachelor,Mortgage,Medical,0
40.950294658355645,27569.665166551844,3.59010489338833,3660.3585469810073,589.361567695717,0.5387944893598404,4,High School,Mortgage,Business,0
29.425769468916787,52789.51055685304,0.3199473887612442,3672.3611692524487,810.1578754257832,0.6683262524808414,3,Bachelor,Other,Home Improvement,0
30.870021778565658,51088.964655384225,1.9180185880396246,10878.531703776138,545.3062408818996,0.35043711966822844,3,High School,Other,Debt Consolidation,0
25.733016911526892,18562.10535396521,6.2027849118852805,14858.061955529327,753.7362117483397,0.5007516999196078,6,PhD,Own,Home Improvement,0
34.685608296252234,77004.48166123599,3.6815189955090166,15429.951324491938,623.2262056675179,0.18517298527395082,6,Bachelor,Rent,Debt Consolidation,0
26.515713658091855,22297.722784033213,0.127616740921685,5985.922353601341,629.3527045909491,0.13516633607551534,6,High School,Own,Personal,0
40.731278132412,13611.437797552242,0.7710628510402839,19431.424084133192,690.1188090611392,0.5176853918793785,1,Bachelor,Rent,Debt Consolidation,0
18.0,16045.441460192627,0.3071754296930061,10361.901646783417,508.1462447876892,0.17545733627152696,3,PhD,Mortgage,Business,0
31.403703275475376,10000.0,5.961318398006547,8574.892859462969,570.0024931719855,0.20445896530963856,4,Master,Mortgage,Debt Consolidation,0
38.01107339191742,49193.14207889924,8.52906558880134,1000.0,525.8861220048715,0.2709716986823512,2,PhD,Rent,Debt Consolidation,1
36.83834516322504,48892.58336447891,0.5357406434402905,4213.598493830888,611.9741697156458,0.12779275360475642,4,High School,Mortgage,Debt Consolidation,0
61.93033663980496,13256.539815021857,2.215502109520369,2399.7544010652227,559.080485822015,0.3094076318001587,3,High School,Rent,Business,0
38.49800024567907,19654.426435236863,3.6856642965011095,13381.906410747944,781.7143177305793,0.30700994139581717,5,High School,Other,Business,0
24.959454031579895,23104.98726341668,0.5323116261015902,8743.157431050264,591.6656525999238,0.21723247725594966,5,High School,Mortgage,Business,0
34.04535752910927,13627.205444641553,0.4157234173181865,3437.19458797078,412.15041597715447,0.2616290807970254,4,High School,Own,Business,0
18.0,10000.0,0.022548680893839164,10337.052472870926,616.5567209401959,0.13483155246360617,6,High School,Mortgage,Home Improvement,0
34.194002507032394,19827.421803548998,1.0619289687657052,2594.647912061346,730.7455421926783,0.23266929274177234,1,Bachelor,Rent,Home Improvement,0
26.669439429992416,18759.588460956667,4.593950960560469,3515.684497390726,813.0268451456184,0.31177122867519336,4,Bachelor,Rent,Debt Consolidation,0
44.15390275560162,18138.542615420807,4.665669037883289,4590.861312845877,627.0506779713961,0.5988014304012548,3,Bachelor,Mortgage,Debt Consolidation,0
29.50459725404465,24621.074232492443,0.27334263981638374,12482.825986006377,598.3099931963451,0.404899361219,1,Bachelor,Own,Business,0
33.832340842047536,45015.39535589584,0.4571980118866313,24823.680696772884,648.5548038399473,0.21615202758670887,2,Master,Rent,Home Improvement,0
28.644421585955968,18929.061018636876,1.0486571963946072,5070.492547753712,691.5056139535103,0.08516825276672878,2,Master,Mortgage,Business,0
52.388513518533316,23985.901503348632,3.0339412228726035,23341.003815377,537.1115992793871,0.24594248076247144,5,PhD,Mortgage,Debt Consolidation,0
31.787572338820883,31679.82309760318,1.89273447639107,8416.27693734263,625.5549638515515,0.4755523390358994,4,Master,Mortgage,Business,0
53.32557043479201,29058.64950078056,1.4424750663065222,9787.981443708099,645.046543631479,0.35505427527496963,10,Master,Rent,Debt Consolidation,0
43.141517621182665,16200.351812020823,1.792642336155704,7699.851745444524,654.5803255892728,0.45349471498888283,1,Bachelor,Mortgage,Debt Consolidation,1
39.82066727335386,23113.879530645918,0.2022936864315763,6919.84740654412,635.5457015301267,0.38574424360415804,2,High School,Rent,Medical,0
38.6873314731752,28962.86902352348,1.298887070232343,11515.394017066155,556.4217994504146,0.16157726160768887,1,PhD,Own,Personal,0
38.93797298216251,12529.289360584575,9.672512778414465,14650.898577987822,683.8742658437004,0.12659262728116522,3,High School,Own,Home Improvement,0
18.0,41430.37164230644,0.1852092096168947,3993.051310491856,645.5427233951795,0.12565026492629294,8,Bachelor,Mortgage,Home Improvement,0
32.21116605849244,45061.993436347235,1.4648019674825186,6964.350461367918,645.2995449904471,0.3595339511873977,6,High School,Own,Personal,0
43.451579711843216,15345.996002983546,0.7009576780307695,30804.623698582196,541.7471854110674,0.2134461091129966,1,High School,Mortgage,Debt Consolidation,0
34.51102816525894,24266.085818371695,1.5526806443547598,9337.09937394804,714.0187822490312,0.4752346641764629,3,High School,Rent,Debt Consolidation,0
20.948101531964248,30367.83075735614,1.7057811545181065,10191.96642486946,555.2064710482248,0.3264472422198245,2,High School,Own,Personal,0
34.4759554942253,16767.41874257347,1.7230033755588519,20615.836698048104,811.6437900697395,0.2793916945579244,3,Bachelor,Mortgage,Home Improvement,0
52.04105516255491,28023.729792962167,3.823909425536866,5426.254525269023,532.0745430160708,0.3125864818371041,7,High School,Own,Medical,0
47.46891715534719,23899.858398332373,0.9877646664288268,7885.898965541909,726.2215943520179,0.11312983199652031,0,Bachelor,Mortgage,Home Improvement,0
34.379959906339685,10572.810221090705,1.4528047623302762,15575.834431533069,459.18167254552577,0.10452856842188395,5,Master,Mortgage,Home Improvement,0
44.514492770580866,27710.88729207032,0.02197710515259686,21831.77562570939,424.16932779379755,0.6433845270125796,3,Master,Own,Business,0
31.334929796319482,12707.260371129962,3.117020084619512,1221.5616561551712,594.5232905658577,0.1788876999071879,3,Master,Mortgage,Debt Consolidation,0
18.0,35228.17353023244,0.6008260899486569,4494.748378641921,424.02994271926195,0.2780220012808016,3,PhD,Mortgage,Debt Consolidation,0
25.755340118704456,15746.831705035958,3.3916810299709907,3645.714892788355,722.9723150580762,0.7130976759873966,3,PhD,Own,Debt Consolidation,0
50.62888768508198,20319.926471745854,0.6175081827238564,7338.8682275394,647.8196540888642,0.3530700773404385,1,Bachelor,Own,Personal,0
32.26006918170696,43745.29996849541,0.021694228136355378,3873.298616753576,790.1030628051152,0.1763596943064674,5,Bachelor,Rent,Personal,0
32.56616020624982,28231.420061652432,0.33643809621472565,13784.284248310609,633.2806601974734,0.3788025567098079,2,Bachelor,Rent,Debt Consolidation,0
32.00161803725119,12839.261245772133,8.492601663163812,9301.475038352093,674.315024766661,0.39782742637246554,4,Bachelor,Rent,Medical,0
54.04136589573007,13260.4568262806,0.7707404762968539,16503.902308694072,623.1805453250922,0.19493377181674326,4,High School,Mortgage,Debt Consolidation,0
51.25958915362063,16323.296600322845,0.23042646040207532,17368.376096661792,562.6069456023682,0.5427017482671131,3,Master,Own,Personal,0
57.18780233448134,26831.23684478792,0.252847829670976,13950.474691466416,609.3225649126279,0.229780189001533,1,High School,Mortgage,Business,0
33.40954789599949,26348.05948609957,0.743120983640307,6194.193247011787,529.6047474758218,0.10026262139706416,1,PhD,Mortgage,Personal,0
37.95624488747095,14449.98777715457,0.07674383248950523,8808.055953903035,688.7418590306207,0.2528399611155732,3,High School,Mortgage,Personal,0
19.83357450579209,12288.206462318825,1.4327848934233627,5604.3640941089625,619.2152583397325,0.07566896342709578,5,Master,Rent,Debt Consolidation,0
49.769344261182745,25356.533372590682,0.480937833615233,2719.522925375981,639.9752410101365,0.46558480532938523,2,Bachelor,Mortgage,Home Improvement,1
23.32220448732065,20111.96050559938,1.4650680832410399,17379.21581211857,850.0,0.5127194487196854,6,Bachelor,Rent,Debt Consolidation,0
37.16775563762629,64770.65622361738,0.30342382238303894,7576.058057524529,609.6950211145547,0.07485587099698975,2,Bachelor,Mortgage,Debt Consolidation,0
24.026974723671557,22433.301956229476,1.1237369482187218,2435.5074902790348,681.3758791939791,0.35368516214953943,2,High School,Mortgage,Business,0
29.11133173261304,54563.82595405619,1.8221927837000018,12451.042793135432,644.5864623449104,0.2678617209590624,2,PhD,Mortgage,Home Improvement,0
26.627375689502998,12268.71985477431,0.12801052847657965,6773.958221646987,765.7594256636354,0.1463248929102675,1,Bachelor,Rent,Business,0
28.92124739324182,10030.57823877691,1.0174866174160755,1559.556588818237,673.8458333277897,0.5777934543687369,2,Bachelor,Own,Debt Consolidation,0
29.608772968510216,12581.181361279738,0.7205738356526986,2700.025731219368,622.8577288807011,0.09363245145447899,1,Bachelor,Mortgage,Debt Consolidation,0
29.51731205074923,39917.291931087544,0.5498208011187343,4626.292512521801,850.0,0.10249476988106403,5,High School,Mortgage,Debt Consolidation,0
43.33333911780307,53000.19092290677,1.8553840915152005,9589.362083654112,564.031535475475,0.16007171867560355,2,High School,Other,Debt Consolidation,0
23.9513720693748,14896.927655041683,1.7760965901843544,15220.76644712671,630.6160826755571,0.18849528169203433,2,Master,Own,Home Improvement,0
37.20541427013867,17495.814941650948,1.992290867281326,14809.366697897678,741.6482433426501,0.19536353405177156,2,PhD,Own,Home Improvement,0
47.179591523055585,12277.327465263568,0.3460482335384727,13125.213630596561,568.1866013753158,0.5285959000961893,2,PhD,Mortgage,Home Improvement,0
29.86803635486604,10000.0,0.6729303589067472,7883.364846189216,726.5612091935401,0.48664957720138363,2,Master,Other,Debt Consolidation,0
27.820811092523982,31546.118986717305,0.47063161206351295,32137.72486380276,602.0528517830735,0.2841995209752499,5,Master,Other,Home Improvement,0
32.69475374819749,24624.81987963824,1.555248365393393,14184.38506459888,750.3236261145048,0.2664964909809752,2,High School,Mortgage,Home Improvement,0
46.797252083607106,22142.275778501255,1.2363231757484747,9678.713759855484,747.7011522845254,0.14162467134798015,5,High School,Mortgage,Business,0
36.94107630953358,10937.710010245986,0.8018321540926353,12749.795160116373,640.991647200848,0.05990412779912772,0,High School,Rent,Personal,0
29.687857053924013,50010.00382583421,3.0836969333490383,5888.590814289139,549.9526750797105,0.6360398098713034,3,Bachelor,Own,Home Improvement,0
39.838766511880394,17125.461830570108,0.19737398735472778,7740.372710006573,610.8524348235709,0.14217069137206415,4,Bachelor,Own,Business,0
23.977078501635766,28762.082315866326,7.369511038918765,1532.1645733040987,648.5183707539504,0.3490812626988078,4,Bachelor,Mortgage,Personal,0
41.81359510442948,10643.655834805208,0.24782775693458836,5946.760342580539,738.8271211695034,0.24836616362943525,3,High School,Rent,Personal,0
39.08607307701767,20025.01268090379,2.9662345196150772,33120.58967751237,682.058007761143,0.13722164075653032,3,High School,Mortgage,Personal,0
31.92191528861116,25480.971276189364,0.9184603490729256,9124.33429511732,703.7907541997865,0.1914803869719823,3,High School,Mortgage,Debt Consolidation,0
26.61414201552769,25939.90016118443,4.0088496550726935,8825.423081415956,684.9328909478495,0.13491632311309976,3,High School,Own,Debt Consolidation,0
26.133190777165428,23797.225366365863,0.15412918236828904,18013.617454718034,734.6219015037842,0.4379899600601356,3,Master,Mortgage,Personal,0
40.348173363459104,28205.188969911032,0.9391169293078755,10788.7621801176,629.9589017478828,0.458436091600715,0,High School,Own,Business,0
47.28980502489062,12515.707970016401,0.8172704748256198,4319.1459139800845,666.4889960573986,0.6614183747891024,3,Master,Mortgage,Debt Consolidation,0
28.626922529712054,24311.051075530544,9.969069266211811,8257.903409267683,652.8375062066317,0.31962013885026036,2,High School,Mortgage,Debt Consolidation,0
39.58386703551484,23315.620944952894,8.473982618062696,3267.6446056241352,606.2044364452748,0.15478572369339164,3,Bachelor,Rent,Debt Consolidation,0
18.0,24731.582315143532,0.4209580685230185,9385.204477686195,751.1707307880034,0.6969986514148794,2,High School,Mortgage,Debt Consolidation,0
29.153822693428005,22837.806206643694,1.9882178683069411,4145.588509527897,749.0641974019504,0.14424484853689812,4,Bachelor,Mortgage,Business,0
34.68941067129098,11653.870237398081,1.5336710596132468,17028.363767582712,770.5788803982999,0.2161210688214489,4,High School,Rent,Personal,0
25.903165830181663,11396.939391938346,0.33535499172885574,5387.342515822698,573.6300544063566,0.36255702475439,2,Bachelor,Own,Medical,0
25.63493625210404,10000.0,0.36731619378238384,4189.081903061854,685.0809151077531,0.13788528248478882,3,Bachelor,Mortgage,Personal,0
28.322204435311136,33148.98096174449,9.066020652264305,7403.694485111079,759.2367044417093,0.40610888913219056,1,Bachelor,Rent,Medical,0
37.921927283263734,33317.18986262002,1.2056259704452026,10854.26593364304,800.2896423254235,0.2000988722396569,1,Bachelor,Own,Debt Consolidation,0
33.12670981593625,33582.99597265337,0.26889514895354255,3084.467779106318,499.1368418126425,0.06423818666951572,1,High School,Mortgage,Debt Consolidation,0
18.0,25678.131165605453,0.4836082607766753,5340.03091968751,649.7113819860438,0.2321331555407238,3,Master,Mortgage,Debt Consolidation,0
18.0,10000.0,0.624900759626561,8814.292622190067,631.0783776165704,0.6064653296499131,1,Bachelor,Rent,Debt Consolidation,0
28.931348221428244,13182.490544232287,1.4304472163035848,23639.985062105927,809.08405694102,0.06300887892238519,3,High School,Mortgage,Debt Consolidation,0
39.57686586053552,23985.57072651665,0.8175856662156733,1071.7277968783687,429.0650181927344,0.17342029541747125,2,PhD,Mortgage,Personal,0
18.0,23570.68366874205,1.2139822200776413,13255.005888183327,545.2683372636712,0.14764622992373191,1,Bachelor,Mortgage,Debt Consolidation,0
30.002698238483696,19704.96460581002,0.3642420764415656,5961.918167563181,793.3032620096368,0.4496699326227421,4,High School,Own,Home Improvement,0
29.737521434825787,26488.305202508163,0.7912137924634781,5455.129962648011,603.0280094790558,0.3773891883876965,3,High School,Rent,Debt Consolidation,0
48.88337778208448,22155.16328758286,0.14582234613761452,4698.969140774856,519.8540120306965,0.15032579346931213,5,High School,Mortgage,Home Improvement,0
31.149781882871363,23397.518127086078,4.409288996548179,6056.476855951564,801.2037141532155,0.2896991620392087,1,High School,Rent,Debt Consolidation,0
38.829889847409284,16001.973439485164,0.4431707247641744,13315.096700293147,506.81853027745626,0.21310826664773486,5,High School,Own,Business,0
36.41257140087463,35990.32722212555,2.828565909501744,5274.139531647006,752.2036055656248,0.19625760588296126,5,Master,Mortgage,Medical,0
18.0,17758.40485269821,0.8601871942342822,30542.474874915508,493.9743870491202,0.28182789883294435,6,Bachelor,Mortgage,Debt Consolidation,0
42.682072166317376,11323.952578107708,1.2864194217461182,13347.620756174012,505.7468689929623,0.21133011856524966,3,High School,Mortgage,Debt Consolidation,0
37.15396505456288,14980.43796946332,0.6885360000417694,9493.643041909418,670.0141322979576,0.5126012982360142,4,PhD,Rent,Home Improvement,0
40.0826863967459,18504.457061989524,2.384360363580102,7095.0675174236485,565.1690949769572,0.16683775690588742,6,High School,Mortgage,Debt Consolidation,0
74.26237706436326,36206.76990156807,3.722816216327499,20991.720206186088,677.2335066761791,0.1872204398540983,4,Bachelor,Own,Debt Consolidation,0
18.0,21565.84302900236,0.6745015965142135,23595.605107342297,830.2044908284986,0.40085005549354985,7,Bachelor,Own,Business,0
52.24696649761108,20068.88511691359,0.5547181268258673,3199.96221913115,634.4986109236365,0.4808640192114934,5,Bachelor,Own,Personal,0
32.12552480599644,11797.799235798957,2.2878905439824737,4621.531929942403,812.7787320393982,0.30155387365497793,2,Bachelor,Mortgage,Home Improvement,0
37.873289044030095,32621.97091883136,0.434206313986355,13463.049868853625,682.4291754320761,0.3919815874203864,2,Bachelor,Mortgage,Business,0
34.54487754698758,15899.197623247994,2.042412502058406,17142.992277898582,745.5872424424036,0.029110163108528334,0,PhD,Own,Medical,0
30.757636666019565,20951.930530444242,0.19837715748554988,6372.375260185391,414.6767172713195,0.31400730233288576,3,Bachelor,Own,Home Improvement,0
29.301670717612414,46170.27807997251,1.9358900773676306,4474.026710664707,713.6304696348848,0.41370584835878976,5,Bachelor,Mortgage,Medical,0
38.29508735573009,28406.738454348575,1.4406533752639057,8629.053484993827,698.2763585465894,0.4614432835206163,1,Master,Mortgage,Debt Consolidation,0
19.828263033283207,10000.0,0.24186383642144854,26406.216756062677,613.9930748014245,0.3565609499635722,1,Master,Rent,Debt Consolidation,0
42.50579167521766,10000.0,2.0945287102748273,8373.501439129961,839.5530906215256,0.3277467732323827,3,Master,Own,Debt Consolidation,0
30.83805595114746,21329.46597760638,1.1831935938129874,2947.8972074809635,600.6791615680199,0.4175057665769681,3,Bachelor,Own,Business,0
23.699306609596423,12011.618786723267,0.4895390593938097,8845.521653397138,489.11257781446704,0.20335128615628423,1,High School,Rent,Debt Consolidation,0
30.499871420041863,30463.160308743398,0.8720058199467141,15156.707572033061,728.195704374674,0.08744475394788136,5,PhD,Rent,Business,0
47.571492168625724,22496.871464049924,1.3549496939163035,7471.851839266988,507.63236875650136,0.2121597902873071,2,Master,Mortgage,Home Improvement,0
29.64664912983777,23925.315051038648,0.1920401634317811,22170.845743474347,657.658680731384,0.07496163467236497,1,PhD,Rent,Debt Consolidation,0
38.5845361820962,15469.543109760207,6.32166120089432,16198.585918255387,783.9864262917083,0.10650337690950101,6,High School,Mortgage,Business,0
27.690437242845267,52611.59583904534,2.1906084699052366,7712.462924784876,699.8478314600004,0.09904632707628618,3,PhD,Rent,Debt Consolidation,0
42.5792184992362,91244.39674318748,0.21636227148884454,8387.646232576764,625.2611817959818,0.19951801628949925,1,PhD,Rent,Personal,0
41.85507738790204,19162.444715147638,3.461654459524164,1856.7672851306866,614.8873755015104,0.15735913854929776,1,Bachelor,Mortgage,Debt Consolidation,0
53.486088332964115,26278.847689546972,0.7788536168053025,21336.64679075566,776.5342628663979,0.09578097025225928,3,High School,Mortgage,Debt Consolidation,0
33.244360545007844,23125.904416814497,1.8166428264015935,6225.357323579533,528.0085023108974,0.06494277241204223,4,Bachelor,Own,Home Improvement,0
41.686548047579066,19344.367450989044,0.6490872884514095,5884.250233350861,727.5055072747996,0.24171732323808187,3,Bachelor,Own,Medical,0
35.98067539538945,14529.912959302234,2.6440563409813667,5219.292392930061,850.0,0.3169323294305335,3,Bachelor,Own,Personal,0
47.95871781863014,12804.039758658499,2.5675403480842087,11676.786031635751,704.3436754920717,0.4722786747922261,6,Bachelor,Rent,Debt Consolidation,0
27.811676123912697,12483.978325879358,1.606118106439013,3284.7492604975523,626.1981620814819,0.5001499436464113,3,High School,Rent,Debt Consolidation,0
42.45005312877281,26973.7651841997,0.5513109455144106,3687.3442948456436,633.9934596454818,0.4648381697407243,5,Bachelor,Rent,Personal,0
33.053027038833186,16986.305862151796,0.5852654334196139,7769.646280968012,601.9619621385499,0.043559748774435185,2,Bachelor,Mortgage,Debt Consolidation,0
34.358118228915025,10000.0,0.9653278163050192,4908.822300725243,584.8954934086964,0.13472789388384848,5,High School,Rent,Personal,0
35.91752484448373,27513.418505409856,0.31333608203896995,10595.523278740055,661.7775697459391,0.15671371786626093,1,High School,Own,Personal,0
37.52240396426677,21609.090438401858,0.8239395750529099,5054.774779757673,717.9484533993327,0.3151862899861558,2,Master,Own,Home Improvement,0
33.83770956878042,43188.80083531988,2.306271702665211,29028.373044198688,811.0773492265387,0.12769635967119294,1,Master,Rent,Personal,0
37.147131831705266,26544.058028307394,3.5538829605380027,14111.791527517455,454.34600254117726,0.7665238839854022,4,Master,Mortgage,Business,0
50.781180575621846,10516.105328731739,0.8086783558910656,13970.58001364087,406.095341024839,0.06101297881635136,4,High School,Other,Business,0
44.85449685615218,10000.0,0.5320766827205898,4994.190405389245,813.0079432093515,0.25975779219716194,3,High School,Mortgage,Business,0
43.69154592496896,15371.398292457528,3.5752470082928425,55522.50647204701,655.7136760583428,0.14908881018497125,4,High School,Own,Personal,0
30.444604739761292,16114.041111958995,4.427391463118442,5703.248413399147,660.9508762854855,0.3112383692424281,2,PhD,Mortgage,Debt Consolidation,0
26.10759171771676,35297.92998322394,1.0553384458754596,4577.699132993347,700.1295788638452,0.24041009334385147,2,High School,Own,Debt Consolidation,0
44.55300558237753,21928.98449879401,0.05454539168070193,14262.572502090447,631.3140318182934,0.5157152227287228,5,PhD,Rent,Debt Consolidation,0
43.760467925297945,38825.95514683036,2.374635354314244,9472.825513463047,847.5156588979515,0.15208689727406807,4,Bachelor,Mortgage,Debt Consolidation,0
49.72670675750982,11356.930714073516,3.065261508711109,4210.314186891053,699.182871762328,0.06357628530690031,5,High School,Own,Personal,0
28.960193740307705,35690.22754967316,0.03637733731225502,46942.45316097992,605.2399782599225,0.24925959060218983,4,Bachelor,Own,Medical,0
32.70451344639653,31586.7995555542,1.807888791735361,17685.13258343327,614.1817394961923,0.15566469266636968,4,Master,Mortgage,Debt Consolidation,0
18.60515837474566,10000.0,1.7752547494117814,8129.089803735821,635.6468965513126,0.15755605626157257,1,High School,Mortgage,Business,0
31.07528893939127,42672.455492259985,0.9519079026958971,55319.9070120216,572.2894188252492,0.5764923849839252,1,Bachelor,Other,Home Improvement,0
44.96570510579447,23080.173683680623,2.770728194705569,15500.446600544403,818.9487370471378,0.06410893437477172,3,Bachelor,Own,Debt Consolidation,0
30.335046207718023,26796.384533561177,1.11785868058931,8026.302371913042,662.395840615458,0.25832251346419083,1,High School,Mortgage,Debt Consolidation,0
41.40479795200824,14293.382455448123,2.258819097034207,50269.31429447557,532.9499399771357,0.3285042761952892,2,Bachelor,Mortgage,Debt Consolidation,0
33.094968940021886,41673.61636470928,1.4559630431318238,13727.930880402664,690.5202064230748,0.4276700886563494,0,Master,Own,Business,0
38.24057028221561,12174.195106064602,0.5712739427355509,13255.876066919975,793.9042984579228,0.12171818431171913,2,Master,Mortgage,Personal,0
23.523086101843326,33391.14450357774,1.865352808582665,5948.663778468418,756.0816373722329,0.3005260604882515,3,High School,Rent,Personal,0
35.852094496339014,33199.95295728519,2.6705067579491906,8429.820759568527,574.018951449189,0.12107135128347273,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,13533.404099212445,7.292074722695423,5833.926800566752,539.0928703861382,0.3133631799799525,4,Bachelor,Own,Debt Consolidation,0
33.13103841838015,59378.45919173918,0.9564230740654718,25636.91532944353,792.7322285178036,0.3008149359342088,3,Master,Mortgage,Home Improvement,0
18.6952675628486,24729.79918315762,0.13328957079943154,2236.0555675064147,487.56896421917554,0.3185425051428158,1,Bachelor,Mortgage,Home Improvement,0
47.059945165468164,30544.695163998636,8.840906537615698,24165.86420835605,687.0917559252732,0.7074760926952713,2,Bachelor,Rent,Debt Consolidation,0
42.774073527645115,10264.427977042591,1.9553041281883032,4016.338626006578,593.1474703207036,0.6264687816397745,1,Master,Own,Debt Consolidation,0
39.66670981966081,63504.43351035674,5.854296075763283,7736.177932646014,781.364304586997,0.28869453472305934,3,Master,Rent,Personal,0
50.2100622715938,11940.861417786133,0.21924380052740647,6398.551334494604,544.5265772202239,0.24691057859058532,2,Bachelor,Own,Debt Consolidation,0
25.510834791751627,36770.20746014808,0.8372035547077196,5344.792550383224,570.3531060228843,0.26006607538185667,4,PhD,Mortgage,Home Improvement,0
52.473631979155584,13394.696727980861,0.28759455420231567,14070.382264580165,711.7028496869505,0.32456355717461055,1,Bachelor,Own,Home Improvement,0
44.32191564260385,16163.414427321693,3.609812881328417,8069.514749938431,729.5515864276805,0.32849223322401544,0,High School,Mortgage,Medical,0
32.63444712781054,32675.37522389301,4.246247602878207,4749.720208788619,785.9596800504632,0.2883701136585188,2,Bachelor,Mortgage,Debt Consolidation,0
46.35620147182944,36819.26000093601,1.391548054906507,9165.451514475735,697.2927136769616,0.13233207773756533,4,Bachelor,Other,Medical,0
23.937064875883657,11665.113045915994,0.4130798591561979,4643.067930590354,684.9484607612673,0.21877753243674994,1,Master,Mortgage,Debt Consolidation,0
26.754858384723263,37995.99675204218,0.27191201706803364,5269.968165414553,754.9116139293884,0.21450854030796943,2,Master,Rent,Medical,0
28.914102767602998,37141.50095651734,1.774260668845311,2445.951600307272,512.939072194421,0.6003999106603887,3,High School,Mortgage,Debt Consolidation,0
29.710222919359847,13780.685585970648,1.4119636855253355,5651.932523479514,562.0348601639048,0.42556862422626646,0,Bachelor,Mortgage,Debt Consolidation,0
24.43442357239747,48987.66431844273,2.3735045473626823,12032.464142461788,521.3203450615584,0.10475414067012978,5,High School,Mortgage,Debt Consolidation,0
47.23083067095325,10631.442743458485,0.7282833949815226,8347.354442143695,381.4311791954617,0.03306786867976894,3,Master,Mortgage,Personal,0
32.41145599630168,16116.739133775114,1.029560181496264,34615.29568489091,734.2157737551249,0.32605263902530063,4,High School,Other,Personal,0
38.525049683568795,27987.165583250287,0.04318504706666805,65529.387097073915,792.9685115397497,0.18412017572112419,1,High School,Mortgage,Debt Consolidation,0
29.296486335863193,14374.583015805698,1.8839507787689016,5589.389140258968,705.5994964376875,0.057611129350176524,4,Master,Mortgage,Home Improvement,0
18.0,25132.30986230083,1.1003235611663937,4160.313844656206,688.0074140499653,0.2801993129936663,1,High School,Rent,Home Improvement,0
37.70057358391422,24848.136515614497,5.045581772831715,20007.315028435467,658.4962438409356,0.10259282106774342,4,Master,Mortgage,Medical,0
18.0,20059.594862756803,2.0532510737801553,10595.308561869022,655.5143845970812,0.16681477355550844,2,Bachelor,Own,Debt Consolidation,0
34.31365953914531,33396.29582245663,1.017304279820761,20104.509489835218,819.5223431777242,0.5923831182396856,6,Bachelor,Rent,Medical,0
21.316849611671895,19649.74428390854,0.6119342756310739,11148.548454531869,804.9184965879587,0.612520693858837,4,High School,Mortgage,Home Improvement,0
54.872759992308076,24729.95484037655,4.713764580908234,6936.230308147859,591.4969423647065,0.3206218181913267,6,Bachelor,Own,Business,0
44.113627221747215,39074.91338857171,0.03279760497207368,6967.780113545407,760.8802342650265,0.09571314471100661,2,High School,Mortgage,Business,0
36.05753791271481,32706.957603854054,0.791759788553889,11455.45623659447,772.9427469532294,0.46157985938555535,5,High School,Rent,Home Improvement,0
47.63706677654669,32630.693584769364,5.7472269476407485,6843.871665362534,715.0393329745636,0.045125792734420876,3,Bachelor,Rent,Business,0
26.536840225342644,12399.484757206115,2.1228238087507885,21495.54524108716,688.7580712782886,0.583049939630891,3,PhD,Own,Personal,0
40.43479378670093,28635.32251560785,1.5216492835139568,2858.722736408649,685.3272953488237,0.09153100971659782,3,Bachelor,Other,Home Improvement,0
36.99810433718714,14196.49815701112,0.4551434773609754,21403.610652317293,501.79856384309096,0.1414593801800305,4,Bachelor,Own,Business,1
37.6402008133367,11606.174385643282,3.584016291343603,1810.357107330658,492.93166543593634,0.6439419953953467,5,PhD,Own,Debt Consolidation,0
47.723535001067674,21250.736378488844,0.4568124060935414,9100.474455282867,728.3291387810359,0.20196569881700593,0,Bachelor,Mortgage,Business,0
42.32492102779802,14014.564743959441,0.5707123097163089,6217.765118755505,539.9620716571704,0.1492386453460472,1,Bachelor,Own,Medical,0
37.887236628250236,32705.83755387646,0.4260180166203016,2408.8757818269346,511.071463364132,0.42279924380355494,1,High School,Mortgage,Personal,0
18.451125637717038,33099.310483952875,0.3443055742212163,1559.2878142212944,442.45294963106653,0.22597172194214749,3,High School,Rent,Debt Consolidation,0
25.399537047205364,10000.0,6.128557459918091,3367.7099891354924,602.4292938267935,0.439998394839908,2,Bachelor,Mortgage,Business,0
33.77291066404276,14557.312595234114,1.8427653282775134,8404.709321510227,687.433617671253,0.4071542640826159,3,High School,Own,Home Improvement,0
35.93372374276651,10615.884159147432,2.031322513523811,5005.300335171403,695.4920813313894,0.4356692504309919,0,High School,Mortgage,Debt Consolidation,0
23.69796275326076,17477.775155996023,6.17242874451035,3523.608477183687,735.0595107559102,0.34366395880401346,4,High School,Own,Debt Consolidation,0
59.11676675578421,27655.719385199787,0.5242237359707891,23904.568405759714,610.8501326806706,0.17193638023325467,4,High School,Own,Business,0
50.16394055253573,19513.38561612207,0.011870233218464307,3023.7475680983785,660.727911291846,0.03351247325503098,2,High School,Rent,Debt Consolidation,0
41.021183203924835,16401.37381754664,1.8270074861272254,13950.824162305815,734.5818055223318,0.3672026773801651,5,High School,Own,Debt Consolidation,0
35.72036861283745,42196.318775311214,1.4179225464468528,3979.0659837761177,696.3978029826255,0.20971838653886293,4,Master,Mortgage,Debt Consolidation,0
32.87791030098848,10000.0,1.2988362803993667,3300.255779773419,591.5130893991727,0.418809251660941,2,Bachelor,Mortgage,Medical,0
25.480815399777644,40881.62386276801,0.12775526313829141,4998.679709574626,679.9644976656714,0.19264716627848236,3,Bachelor,Rent,Debt Consolidation,0
35.774805185188626,16778.5380793568,1.2118661590146638,13305.501000579075,451.57685916727314,0.13109923123259787,2,Master,Rent,Debt Consolidation,0
37.57752540142751,21182.814496179293,0.6781179409226272,2704.919401508565,650.0123054870934,0.12340309257739776,2,Bachelor,Own,Debt Consolidation,0
22.582394245183757,16921.128567453234,0.6419667182294283,10198.176496174361,588.1597989265013,0.1456603212381333,4,Master,Own,Business,0
38.341764172448976,47640.76364198772,0.5030386761503497,3757.059948255751,801.8576712984058,0.7532834760577733,2,Master,Other,Home Improvement,0
33.44740951175251,11902.583443110294,0.8085167522680237,4338.944973171785,552.2775884892666,0.10182992423633912,3,Bachelor,Own,Home Improvement,0
18.0,22156.101158056805,0.8712293718396164,11164.710907935445,661.6678585411843,0.6138921782228931,3,Master,Own,Debt Consolidation,0
26.39614989220498,28673.233213694093,0.7385820326676137,46110.05250801514,607.1167248362111,0.48492146394917424,3,Bachelor,Other,Business,0
30.863944665783556,10000.0,7.7030523806875415,3909.584604236539,594.1774920512238,0.3272941045459814,4,Master,Own,Debt Consolidation,0
53.8768765734019,13905.655609908936,5.398114087361683,14413.268240569021,687.7331875521489,0.06786630857528224,6,PhD,Other,Business,0
40.56553124533758,20453.52939742817,1.709028133828009,6309.6160019852,608.1796673695118,0.1583400002036278,4,Bachelor,Mortgage,Home Improvement,0
21.64518430900109,14138.650305370295,7.932413410274025,5542.523803271202,835.1990504651932,0.4403046409921621,4,Bachelor,Rent,Personal,0
39.86036289417637,14650.124524726574,9.465554965925428,19093.45352306983,452.540709061402,0.1608522225925374,2,Bachelor,Own,Debt Consolidation,1
19.526960110616344,18491.541096270237,0.8799258785482369,4126.487134745785,713.1170792162112,0.28776890501303737,1,Bachelor,Rent,Business,1
45.826910538870735,30478.922734603482,1.1782502851908168,3218.624645493266,641.5205240343902,0.014524211248034052,1,High School,Mortgage,Medical,0
30.288753481821214,18557.719213048123,6.391382208598687,11709.32294249692,644.9684154404264,0.4229836729392567,5,Bachelor,Rent,Debt Consolidation,0
34.06363811260829,37767.83514343072,1.8761843273228067,29022.510650597942,680.2122507929745,0.4446824718559814,2,Bachelor,Rent,Medical,0
48.2579664754219,13374.712934199955,0.4788738477426317,14764.719025534057,749.7752750487596,0.08095910100783738,1,Bachelor,Mortgage,Home Improvement,0
22.1283643141575,11778.59134416011,2.338374260927079,2629.0716955976536,676.5073050732282,0.1313861838425974,7,High School,Rent,Home Improvement,0
21.028818148870087,57709.24718693721,0.4607043977028296,4952.924874637763,750.132996970802,0.36934570582321263,5,Bachelor,Rent,Debt Consolidation,0
29.164006736539953,15851.524159537825,0.8290856029660779,17741.79781652982,654.6402030451679,0.29341872785704526,2,Bachelor,Mortgage,Personal,0
45.38378851019317,11436.25666127647,0.5164023085454054,28706.767470782805,546.589029970688,0.27006315002052883,3,High School,Mortgage,Business,0
19.806539245231576,10000.0,0.5620226520305933,9729.998881434272,641.085608825887,0.3628225355723965,5,PhD,Own,Personal,0
18.0,37705.140876237645,0.009332905080473087,5098.297669580789,765.2925954489292,0.13721562048218974,2,PhD,Rent,Business,0
30.48841141591001,18570.83730903846,4.252375972286415,30236.802023041208,608.9318771771736,0.17958809283210497,2,High School,Mortgage,Home Improvement,0
40.5174079991092,19402.265808164768,0.7019268437730615,7633.6786044543105,541.7196393090219,0.10929356554542931,6,Bachelor,Mortgage,Home Improvement,0
47.00261749738829,20341.10804362783,0.18066879408817044,4990.808205578887,711.9454490366728,0.21201810860881945,3,Bachelor,Mortgage,Personal,0
30.36838637914601,36551.278437445006,0.18201120809515534,4359.244185908116,683.6611520802554,0.3322373452443829,3,Bachelor,Rent,Home Improvement,0
30.885733928839976,20135.406926954714,1.6239437611949654,3115.002776049873,572.912631124193,0.18611237250056667,6,High School,Own,Debt Consolidation,0
46.53900734255747,71113.10306197347,9.901118266661134,78187.4434201062,626.6942357160866,0.24494004002983713,3,High School,Rent,Debt Consolidation,0
18.0,23549.980867576836,0.3133601757992654,25254.668087492984,631.8329072284803,0.1141903977270434,3,High School,Mortgage,Personal,0
31.114792248169906,37454.88359368068,0.20988072109216196,4793.256662436519,650.638193558555,0.10787091344096668,4,Bachelor,Rent,Debt Consolidation,0
36.90423889925058,32945.82843234879,1.1535885755707624,32385.32740624932,714.6565709819214,0.297108534091279,6,High School,Rent,Home Improvement,0
39.49218721285034,21628.69836574942,1.657160778539474,12414.764623518144,609.479673479533,0.3357221088815445,2,Bachelor,Own,Debt Consolidation,0
29.901933068091175,16424.255367116613,0.6973578772392615,11840.562325942159,719.8244294365543,0.37885763069242273,2,PhD,Own,Debt Consolidation,0
35.344410117058416,26003.384049478762,0.7205688792864983,4562.684228419326,596.6510739569084,0.23574406226938688,1,High School,Mortgage,Debt Consolidation,0
18.0,28425.711969462063,1.1049504416183702,5370.617961348103,816.6307413047005,0.29057092124966893,1,Master,Mortgage,Business,0
28.41751587666152,16542.812160755988,0.7541798815429344,7832.686020222982,818.7853785431082,0.4155699783745371,2,Bachelor,Mortgage,Medical,0
39.53508712554468,23936.731308657603,4.938025268663355,1681.700569960511,564.359367535903,0.06514754862216043,2,High School,Mortgage,Debt Consolidation,0
25.177059657453206,40867.99384603507,0.08572016354179705,5489.233379296892,527.4497938514158,0.42434109286698346,3,High School,Mortgage,Home Improvement,0
35.58984221589597,62005.220961285646,0.5346354408599256,8132.240143445242,747.8207813832323,0.15537142832596182,6,PhD,Mortgage,Business,0
39.46872500802698,33765.15593272721,3.306286413377439,23100.628990699457,675.788346978482,0.2802302103981701,1,Bachelor,Other,Home Improvement,0
31.57450799142235,55903.36438946483,3.591030522767173,4948.114941557939,705.1668207101682,0.38485251603970194,3,High School,Mortgage,Home Improvement,0
36.70463770996571,16079.700137550108,0.23656524852943833,15517.295024547817,584.5244802803218,0.20562366671530521,5,Bachelor,Own,Home Improvement,0
25.372674347153875,31286.47348302638,7.281203605387111,1558.696141361967,636.7546013843734,0.3435271352596418,3,High School,Rent,Business,0
32.93388720303953,43013.08945529199,2.3641281255663293,20611.905822545803,615.5165827189613,0.3066245306404185,1,Master,Mortgage,Home Improvement,0
41.10216169589223,14070.466898262932,0.6365384002457402,3943.0997293243586,680.4200985551474,0.26197156155508583,2,Bachelor,Rent,Debt Consolidation,0
36.569729609684344,17278.270386551267,1.2177512779740625,8993.149279151185,525.4279985006303,0.44398962791698954,6,Bachelor,Rent,Debt Consolidation,1
29.134687304360646,52520.160317591544,0.7051911789986118,11215.751972892393,640.0665553975858,0.043195425414513204,1,Master,Mortgage,Personal,0
37.24216404290793,13527.102873460688,0.3250902122793942,9586.811644217663,524.4221565158218,0.2972566666481636,3,PhD,Own,Debt Consolidation,0
42.14609790636618,11264.764910980393,0.6883018662908938,7439.628494733283,598.4436222899258,0.4108995413330311,3,PhD,Mortgage,Home Improvement,0
18.0,47287.004329276046,1.7354389809027293,3001.258476039892,640.2652187729759,0.44950105800012186,2,High School,Mortgage,Debt Consolidation,0
46.59074064955898,40069.93624307205,3.4970516546415533,3977.33495768406,700.7433729777521,0.1756969700268428,5,Bachelor,Own,Business,0
31.637452613189282,27338.742709169757,0.9036330827035483,17982.341985513536,709.0320251675352,0.2648551760111857,0,Bachelor,Own,Debt Consolidation,0
39.2548993324023,21528.751991993533,0.8551194340537434,5024.584449874141,726.0914817160863,0.23655778032682195,2,High School,Mortgage,Debt Consolidation,0
46.97246923645228,17689.69856574089,1.262226214926792,7460.394137962518,501.72099371561603,0.2931679623348241,4,Bachelor,Other,Personal,0
21.28326302769534,25361.167305905656,2.068772882615227,2456.1024297644954,776.4086396123399,0.741488277906618,2,PhD,Own,Medical,0
27.905589975724535,48528.351769702625,2.785560799590175,16104.575275757556,585.5200547509364,0.4673390156113835,7,High School,Mortgage,Debt Consolidation,0
32.11451304124295,24816.972251724615,0.7914241621475377,2819.778367865086,592.8208401827504,0.29387419591012715,4,Bachelor,Own,Debt Consolidation,0
27.162464788755717,65086.96863773367,1.7654820786754535,16861.197360908627,676.874754856721,0.17502708297718114,2,High School,Mortgage,Debt Consolidation,0
52.34936575836808,14059.15420136323,0.9864981383927987,3462.7923892713357,616.2998545639792,0.29730576967010724,2,Bachelor,Rent,Business,0
26.432279061732075,21810.780018940623,2.5203799133833464,18244.271590061882,686.1825819714996,0.5167180471627583,3,Bachelor,Own,Debt Consolidation,0
29.444532205131335,18278.315048462628,0.35986862629859917,8169.429299608116,704.7392566006854,0.21212392163601315,4,Master,Mortgage,Debt Consolidation,0
37.04389031602977,12802.92869994143,0.5939162312474745,5182.247299855197,573.6824336830517,0.10034345813223126,1,Master,Own,Personal,0
22.978504739239114,20403.426542464564,1.1104622985059809,29153.2420269767,631.6273947851598,0.4034944387503781,4,High School,Mortgage,Debt Consolidation,0
31.04319288243736,27137.305605113943,4.403937846520947,7668.804427506632,634.5883044221529,0.4886268892201715,5,Master,Rent,Home Improvement,0
38.17453261250175,28627.271458662897,1.7034690593671498,6066.579192021187,745.8272582314827,0.2606172283576293,1,PhD,Rent,Medical,0
31.671395956174887,65200.739473744645,6.727578870083087,16769.119384491496,603.4837132794579,0.3479561754862857,3,Master,Rent,Business,0
34.06613141100052,27784.504018497308,0.2180180719105082,2479.0589482191613,599.1304533202502,0.5466295555861899,3,Master,Own,Debt Consolidation,0
29.706678875516292,39146.582370657576,1.2330220645802257,1073.05770122082,547.8382045493845,0.2639246298409744,3,Bachelor,Other,Debt Consolidation,0
19.85529690819233,22766.538405518084,1.086279389709897,20463.21123218129,559.0486007447537,0.220372763640792,2,Bachelor,Own,Home Improvement,0
38.215932113392384,50971.799114347334,1.833612611548922,4150.393122611318,514.9394256645546,0.2845610864985453,2,Master,Rent,Personal,0
52.54933071647241,73073.76159491975,3.342250164627707,16182.698235051555,579.693619748701,0.3172169789642819,3,High School,Mortgage,Debt Consolidation,0
35.18401630783438,28725.55907353804,3.683345650228974,8407.924201091879,809.3565011358714,0.5005858911453901,4,PhD,Rent,Home Improvement,0
37.25264117247549,13408.853708535164,2.2185050436536895,3193.294523077077,719.0907342504356,0.11168528830296466,2,High School,Mortgage,Business,0
41.92722755116859,16740.688774237053,2.051856117047946,13171.700896822127,777.7346342245219,0.45434094536072933,9,Bachelor,Rent,Debt Consolidation,0
22.306695034533007,25360.98254281721,5.953018139743591,5836.367318733546,554.9849262929232,0.4555622889234347,3,Bachelor,Other,Business,0
52.025146581296056,27674.010914516883,0.9680019585853683,3422.504017306117,455.22692317090264,0.32413502818654516,1,Master,Mortgage,Personal,0
37.02328796422802,31232.439686546535,3.5769295755747645,3494.560522906766,681.6381998979258,0.39462322066954003,2,Bachelor,Rent,Business,0
51.31856899089109,27725.25031342163,5.089408268407319,2025.8182999644725,835.3597894183562,0.38175500716531136,2,Bachelor,Rent,Debt Consolidation,0
27.669670044760107,22103.52679212768,1.3527344860023562,11186.018237273927,601.466427466457,0.09141981380020717,7,Bachelor,Rent,Debt Consolidation,0
53.18061922557825,16024.92784936371,2.6120300971802766,3834.0593539933,660.1816355282333,0.5496611869394175,0,Master,Rent,Debt Consolidation,0
42.75155494034783,26918.501859521777,0.946481266737218,7881.096302329694,493.0464843776758,0.08692840479496444,4,Master,Mortgage,Personal,0
40.530400858523585,55686.53630981997,0.3460395397949433,7006.699238124105,652.8206423740152,0.6254066846692193,0,Bachelor,Rent,Business,0
37.34024454353148,36679.17017366559,1.766214302873023,3815.2239903286672,637.5012214686143,0.25917955725011044,4,Bachelor,Rent,Home Improvement,0
32.514713819255505,28777.582419709193,0.43748562469595625,2396.29776811219,440.6955643589919,0.37008378068350667,6,High School,Mortgage,Home Improvement,0
47.00531658473872,36856.35954292922,1.2234998797139875,61510.83783967105,546.2663639701386,0.24435297738656056,3,Bachelor,Mortgage,Personal,0
36.40359869848047,18296.5534595709,4.125236710017545,7794.502677135794,538.326986733353,0.20465614375552219,1,Bachelor,Rent,Home Improvement,0
18.0,17083.483985521594,0.1798892131842867,34846.44360025741,492.02734828669367,0.37360612737372306,5,Bachelor,Mortgage,Debt Consolidation,0
23.828135382929975,15155.328235471483,0.061802188894745765,20577.4156763482,577.5145316439915,0.4332324118624189,3,High School,Rent,Business,0
33.14154247807253,20688.98451576935,1.8652358326962202,6267.092179367555,700.8770366664769,0.21079174104299467,1,Bachelor,Rent,Personal,0
38.09998983165555,17836.408197549343,0.8041257842128762,9365.347401058989,586.6817541766724,0.11549502302287465,6,Bachelor,Own,Home Improvement,0
34.43411511100104,40301.23410126468,1.0823556084099126,9150.21472835253,764.8489270048343,0.32324894388762,4,PhD,Mortgage,Debt Consolidation,0
47.18970789793663,17367.193789218752,1.0407777075877531,35431.642335001896,613.7240336947588,0.08642134561440949,2,Bachelor,Mortgage,Debt Consolidation,1
18.0,14744.70245831186,0.18120705082107588,15738.527298244555,682.6218168295908,0.3244545922945686,3,Master,Rent,Medical,0
36.435879365051605,58179.514627585704,0.007145615124393327,4247.9075656183,699.7479682042904,0.4101567095316806,2,Bachelor,Own,Debt Consolidation,0
18.0,17576.400217016984,4.573881076716568,10735.325908070288,803.3879961225971,0.41734188486969936,3,Master,Own,Personal,0
42.59712295484168,23783.901628324616,0.49128595371283046,15420.47534453762,578.3890054919659,0.18939461546341063,1,Master,Mortgage,Home Improvement,0
34.05541285557997,27602.49406707549,1.1105270172417911,3164.482331571731,694.2359507488322,0.15543796768780876,4,Master,Own,Debt Consolidation,0
39.19609972024118,12477.139894512446,7.145808310580421,12031.932977791548,555.337324744306,0.06931460599905964,2,PhD,Other,Debt Consolidation,0
26.361170394102338,40853.25932534935,3.506184533663174,23775.030373782673,822.2095688094407,0.1660949177406904,7,High School,Mortgage,Debt Consolidation,0
47.79464931657751,30289.59460693625,0.22842326576948732,4080.6920728008618,546.031105585902,0.5665350371034167,1,High School,Mortgage,Debt Consolidation,0
45.417246640588516,48011.31570401158,1.4206641232702444,4557.57127702977,688.3676229156647,0.19935641689132408,2,High School,Rent,Home Improvement,0
40.835443030118874,15683.88500499995,2.619252107096666,20504.05610381795,805.9460366731553,0.17007476095008905,0,Master,Rent,Business,0
33.704827531365595,23145.667575601652,2.397259441436136,6103.459067410937,530.3478303830302,0.1569866048548192,3,Bachelor,Mortgage,Business,0
40.798572852951324,22464.19253239097,2.8612604809210054,3693.7344423652276,709.5097206740535,0.36604793886328124,4,PhD,Rent,Business,0
27.931074320126513,25133.18207754489,1.222967223201499,16412.826871588484,550.7220032637604,0.5960732834123101,4,Master,Rent,Personal,1
43.55555659020712,10643.371954555241,0.3869824421607637,12854.93919188898,850.0,0.4973384144745381,4,High School,Rent,Home Improvement,0
51.49480894323921,23281.589787297853,1.2505002758473305,8738.686103985016,460.86288763381225,0.1244999924459267,1,High School,Rent,Debt Consolidation,0
45.70610559979186,10794.241152630164,2.087607679650573,19923.71685339676,498.2690656429088,0.6601758069708819,2,High School,Own,Medical,0
27.703975301925905,26348.51078300735,1.8760100120932814,21089.028218026255,537.8478450050661,0.16319390866646166,5,High School,Mortgage,Personal,0
38.61417317273103,10000.0,0.14626439721898785,7583.587661598197,541.068035125796,0.2698369139546827,1,High School,Own,Home Improvement,0
22.068584562413523,10000.0,0.13431575669610357,39318.92012174033,702.0869966079964,0.42766942376781797,4,Bachelor,Rent,Home Improvement,0
40.723903111756755,33165.79518220699,6.719602178705104,28759.170312042213,829.9680272842922,0.5776687490122894,2,Master,Mortgage,Home Improvement,0
39.50603412862539,16757.157717657785,0.3292905065508545,1656.6640320136921,765.5129085509946,0.4026110835774261,1,Bachelor,Rent,Home Improvement,0
18.0,13441.079935379925,0.6975906086038632,3554.2738552735896,673.390228675415,0.42644947148833195,4,High School,Own,Medical,0
23.382161560876362,41582.006247048965,2.9188872783577215,1333.7723293896054,650.9582895676391,0.33075407572633164,3,Bachelor,Mortgage,Debt Consolidation,0
32.16861103256233,25947.04757878731,1.0541711253981125,6249.320421259788,589.3637711329759,0.4449668903516657,5,High School,Own,Business,0
31.99140252859174,34065.65931943692,0.4004778853305794,3074.8931797973605,689.1072990535438,0.3829982030253476,2,Bachelor,Mortgage,Debt Consolidation,0
22.905230645811947,20269.629556842083,1.2593398784228802,4224.031492665413,629.1196176750481,0.2921268058405752,4,Bachelor,Own,Debt Consolidation,0
38.889787293521834,84104.41544907843,1.6830622369993118,19388.870937459797,668.9410906004751,0.07594571634993601,5,Bachelor,Own,Debt Consolidation,0
37.51473608940512,16280.821023764947,1.205759786958714,1990.4912612694807,575.9095068580243,0.1691412708132526,3,High School,Mortgage,Debt Consolidation,0
33.05730868021481,52693.520414303486,5.025281221801296,8989.285012010796,529.8171397728802,0.11694342101327593,4,Master,Rent,Personal,0
27.44208499841637,21360.89045022941,0.6701045168138913,8945.815445847978,652.5469343796856,0.40389578027357403,4,High School,Mortgage,Medical,1
45.487071264165635,10000.0,2.1654709540336845,7586.21884188034,650.3369825516319,0.19296485984587072,2,PhD,Mortgage,Medical,0
51.55407113088295,28041.03838881033,0.2382309691168237,8996.788376554692,590.4067137647932,0.1669316895246364,2,Bachelor,Other,Debt Consolidation,0
30.16438516153463,25780.69617856278,0.9961000200075518,1358.55189949649,573.3489907183108,0.46953982852920223,2,High School,Mortgage,Personal,0
28.878330828451794,13021.26530755255,2.701802323931139,4240.160440971427,705.8406289074136,0.31625680325066746,5,Bachelor,Mortgage,Debt Consolidation,0
39.912076654119964,13889.526715817736,0.5093121436598997,27844.777134583637,695.4948195754375,0.07786473070698573,5,Bachelor,Own,Debt Consolidation,0
31.419706202530136,21756.1374529854,1.7820796998239845,3110.3891675100745,837.6550156639822,0.179598316221678,3,Bachelor,Rent,Home Improvement,0
33.60602799336766,26235.635721188082,0.33314138116433223,30739.035816866166,788.0929826454859,0.10703045610801475,1,High School,Mortgage,Home Improvement,0
42.396531517246714,10000.0,0.2167338192502992,2629.4817974751422,530.615752341871,0.19008196203342925,4,Bachelor,Own,Home Improvement,0
18.0,37292.99275777756,1.48145370083184,2388.3726037696515,630.9174174110132,0.48764782215933317,4,High School,Mortgage,Debt Consolidation,0
48.183023248526695,17201.48528913129,2.2479278626712866,3784.151423637816,513.523128386219,0.1360268832475583,3,High School,Mortgage,Medical,0
35.72680524329341,11317.735163012774,0.24064842244714874,19995.576931028736,466.07641309304734,0.23786138574413923,4,PhD,Own,Medical,0
30.885068554378197,35261.01619987819,4.996622236141856,5234.901650433688,850.0,0.5350272797262932,3,High School,Own,Business,0
34.10765845778551,21767.885279191436,0.5117784288596324,10682.109275833716,798.0296503778487,0.5056486419031323,4,High School,Rent,Debt Consolidation,0
34.62429355020519,40460.557448343716,0.2556106259872848,8594.773265144282,587.019608457052,0.1905502372472677,4,High School,Rent,Business,0
18.0,27418.57908782067,0.45304578058278877,7757.61525785979,774.337613895261,0.1788751108759685,6,High School,Own,Debt Consolidation,0
49.94938227453236,22009.79253483819,0.3716291964084278,22455.58133523452,789.1720312645108,0.12288707273463591,2,High School,Rent,Debt Consolidation,0
35.41325632270618,20407.036105745974,0.19010465745003158,15021.147984490226,457.95358298677934,0.26783531361656837,4,High School,Own,Medical,0
39.430021304473755,28039.131870631445,3.197384061366681,3247.6191650593455,735.0603657017251,0.3146835316223927,4,Master,Rent,Debt Consolidation,0
44.51549770574043,17912.14709962155,1.3685246351990876,6499.908462723666,600.8346398841417,0.44801329782791816,2,Master,Own,Debt Consolidation,0
24.788375424396996,14381.726772846108,0.9837442313163834,32687.625363908734,688.3095028377645,0.3837300846182685,2,High School,Mortgage,Home Improvement,0
39.734718990352285,29880.29647323822,6.016740676418649,10463.511945699509,850.0,0.4139459811520406,2,High School,Mortgage,Personal,0
32.32358909101207,20491.308083291053,0.9272747126737514,2425.330854054677,808.5362405421431,0.22019621567394806,8,Master,Mortgage,Personal,0
43.46770775216494,22399.27394245394,0.36537779102237583,2566.680934613573,637.1787870990333,0.08433801713749887,4,Bachelor,Own,Business,0
18.0,37975.25027936593,0.640528691382641,16516.517947354354,792.1673503995573,0.4373428394895947,2,High School,Rent,Debt Consolidation,0
34.00905699758731,20807.352652457655,0.5461558903997701,14213.533509206974,457.7888861361678,0.08237683681082969,2,Master,Rent,Medical,1
28.971793442160383,22192.661780106893,1.3812658062655006,3877.3512807170255,700.3572831076652,0.3254899659634666,5,Master,Mortgage,Debt Consolidation,0
39.322629506341556,16320.467015827018,0.6892249039882028,14736.816171310635,702.7476723028662,0.10170044748332009,4,Master,Rent,Medical,0
39.700441873682024,27319.88124858345,1.4515935381360836,29129.704606458225,720.5693031290508,0.2153251560738395,7,High School,Mortgage,Medical,0
27.92374105177974,26236.686445753512,2.213047553925589,26011.319086010557,599.1513254142794,0.4353409437530294,4,Master,Mortgage,Debt Consolidation,0
27.878261358239563,34557.765525533025,3.0038485043327205,29243.7872812266,688.1973770121616,0.3235686903026283,1,Bachelor,Mortgage,Debt Consolidation,0
33.89334631442671,16488.782521344947,2.476837154797,12637.084949884009,735.5972696794431,0.18763120172188186,4,High School,Own,Personal,0
26.033577726847916,17519.880000929417,0.46031296017255324,7029.509041180907,417.70381216842276,0.25924916466975806,3,Bachelor,Mortgage,Business,1
43.41983695452127,32730.698206343946,0.24636956601531462,5872.3838377752645,618.3823227869624,0.15921064289988107,2,High School,Mortgage,Business,0
31.30792799552554,24986.88838526883,1.5637389166902096,7991.154241655049,559.6687732650478,0.06289708927707041,4,Master,Mortgage,Personal,0
18.0,14001.096639235986,0.4435684292825165,4020.579624564822,716.2139550493653,0.11270698522786886,0,Bachelor,Rent,Debt Consolidation,0
31.251779433781937,42331.087909891794,0.1775175622150598,6078.790476505449,787.7838319504804,0.08055495323555187,3,Bachelor,Mortgage,Debt Consolidation,0
24.614561791560277,10000.0,1.4977187340008484,22473.582755415093,588.8147304183955,0.20277259505389938,4,High School,Mortgage,Medical,0
18.687241845390545,32602.43887365675,0.7914083580276713,2236.6694668685923,541.1306464876204,0.43136388343195375,2,Bachelor,Rent,Home Improvement,0
22.625733617774273,11700.583390760301,2.822395889821973,2362.4729733411527,661.7163945434311,0.1291431199541322,5,Bachelor,Rent,Business,0
36.094084718329704,56550.77907766653,0.7543140702061025,15747.304449367959,534.6788988206689,0.32824429491593177,4,High School,Mortgage,Debt Consolidation,0
48.28640828248231,10175.113210085094,7.699706173414214,6123.331929327615,627.3567022986238,0.487529910191275,6,Bachelor,Mortgage,Home Improvement,0
38.131844738649804,39187.97920966803,2.841963681131471,1736.254664068212,616.8117776275433,0.26961529294753034,3,High School,Mortgage,Debt Consolidation,0
28.934966117842603,21145.508968131737,0.11884878042910642,7715.084172115096,708.0102746601685,0.08956425823212141,2,High School,Rent,Business,0
39.55904195170703,18337.41367879463,1.422104000319419,6882.262524345464,681.5195584755202,0.046296425392124134,1,High School,Other,Debt Consolidation,0
30.40909689781008,24165.91209987827,1.6539080849383712,5739.52893462221,666.1396913578446,0.1376622514364798,2,High School,Rent,Debt Consolidation,0
28.053996308368554,30210.661461178668,2.376872978522169,14024.552480529965,813.6850511290463,0.4899928179754457,2,Master,Mortgage,Business,0
23.456373317670156,14013.826786686333,1.3775009088182695,2789.014383856212,676.9729527087461,0.2517750424006684,3,High School,Mortgage,Debt Consolidation,0
18.0,14648.689220161048,1.3211415935994428,8187.700202740539,608.2162223887815,0.4034596939021348,2,High School,Mortgage,Personal,0
31.100762934405548,30479.281374070244,0.9175375122618523,6844.645893951076,620.480958856356,0.468834062840171,5,PhD,Mortgage,Debt Consolidation,0
36.58053489920132,10000.0,0.6334292941271461,8352.032340734999,573.5695249574223,0.22551561569045053,3,Bachelor,Mortgage,Debt Consolidation,0
34.0337632998511,16446.787582818954,5.8449715038203225,2026.8762088874735,548.1363711335933,0.17787790238675155,3,Bachelor,Mortgage,Debt Consolidation,0
30.840330720526413,100744.55937193787,0.764268804889812,5334.129002995286,511.0657579514848,0.39626133526325574,1,Master,Mortgage,Personal,0
25.54253939303219,13575.113662637097,0.1310435011365299,8232.255815975215,763.4232446706742,0.458346871288101,2,Master,Rent,Medical,0
41.08246191684969,39100.924722275726,0.36612703826408294,12493.049255079952,578.1692942713216,0.039055656034628974,4,High School,Own,Debt Consolidation,0
21.82868080053415,16432.635659151845,3.8936940801794333,35493.93814237037,681.591547517327,0.18905702944716835,3,High School,Own,Home Improvement,0
42.760279138434754,28410.74144107999,1.7668411428955864,15440.64675519356,620.0133766045913,0.12571614386365285,3,Bachelor,Rent,Debt Consolidation,0
24.97782981073275,30551.76830651006,3.017200161816056,11718.501077103678,647.0776004744102,0.25365591343792476,5,Bachelor,Rent,Debt Consolidation,0
27.47564762646965,38734.20611592963,3.3086775340328467,22408.146030820528,765.3801118063922,0.06851362434513152,3,High School,Own,Personal,0
20.33214809384323,19927.84116752997,3.4658845083119996,6354.649589507568,667.6656428362049,0.20543274737327558,2,High School,Other,Debt Consolidation,0
29.985978531143633,59542.30333799986,1.5997448440411313,28089.258737422206,557.7325250121169,0.22950083936412588,6,Master,Mortgage,Medical,0
44.75312458477979,16404.840418057942,0.38989124175113704,19839.262981712596,593.5887461213009,0.1648400523058198,3,Bachelor,Own,Debt Consolidation,0
40.15628088443957,24763.107079764985,0.32088394569990025,5672.003966283896,735.9946027953388,0.17711324669667214,2,Master,Own,Business,0
44.78422112028035,24900.383055980903,1.706558722984189,37765.98620200975,698.3178537434972,0.10895633170389495,1,Master,Rent,Medical,0
40.22142545933936,12569.341832434855,0.9130358744585875,11585.947866231298,742.2413320805741,0.07668387382786009,4,Bachelor,Mortgage,Business,0
23.963301714696307,19092.74831385653,1.6331090919019016,46834.490213454934,626.1498566556044,0.7296070190998446,2,Master,Rent,Home Improvement,0
31.692107756724425,23879.049167780628,1.380214987137402,10327.296386625456,510.3956184585598,0.43632930185601326,1,Bachelor,Own,Debt Consolidation,0
27.198008708825373,17746.426992352877,1.8436021705352061,5169.111585417691,700.6647988691249,0.045003043418587386,2,High School,Mortgage,Home Improvement,0
48.3057490403904,74642.25022145236,0.06527736934544141,4385.113048997923,675.2818904941981,0.18058272366340242,1,High School,Other,Business,0
23.032113535736883,14482.382116252855,0.06677580991250702,6096.104479307649,677.9008887160464,0.05977289778781591,1,High School,Mortgage,Home Improvement,0
43.93697689389111,39724.056251089474,2.5573580091643753,5130.528972394982,511.8256358691208,0.24567800761215722,2,High School,Rent,Medical,0
43.929538701087694,33800.467291721114,0.4291785965306145,22406.600185198702,585.9783533765741,0.3659559990391259,2,Bachelor,Rent,Home Improvement,0
53.29620201716087,21874.326731155965,2.112246511084553,7917.41944734517,556.163174905875,0.08509435096291808,2,Master,Mortgage,Personal,0
30.903134073705026,14291.146134683595,1.5818548243465895,2227.8268040237926,689.9366643090195,0.5538545676977894,2,Master,Mortgage,Debt Consolidation,0
42.123221595801624,15001.002929323931,8.01205992410221,9608.50048354651,693.3794074220147,0.47001912746363345,3,Bachelor,Rent,Business,0
57.816518365388426,17000.81138437014,3.6085454151119976,8958.969018851903,645.6512108767796,0.27424254343909354,2,Bachelor,Mortgage,Medical,0
28.823583230663033,10000.0,1.0659193058640075,5569.797089395108,746.7584718647162,0.4319477332860024,1,Bachelor,Rent,Medical,0
19.649597524676402,13336.598301984057,1.9163767140072123,10037.402228525141,799.0711656569946,0.3532400825021082,6,Master,Rent,Debt Consolidation,0
18.0,10496.128378770803,0.24951588649472925,7822.132178691869,685.3056372678137,0.6456456394312589,3,Master,Rent,Debt Consolidation,0
42.12712028861331,43171.57197952821,0.9767785660756292,13453.738393760888,717.1071029924292,0.12099196951911188,5,Bachelor,Mortgage,Debt Consolidation,0
18.0,30008.357230333324,2.6476740665008753,12835.668177218267,595.844996017538,0.46753905817225894,5,High School,Rent,Debt Consolidation,0
31.276809470620773,32629.988900756092,1.9492786822302253,10850.020898754701,577.4571518380326,0.30137885491490285,1,High School,Mortgage,Debt Consolidation,0
39.37313187038961,29567.053878449926,1.3251247005163749,2866.695572589049,750.9743885739631,0.19692631606044267,3,Bachelor,Mortgage,Home Improvement,0
36.85175536829914,23944.257689936225,0.38845414377315224,44144.0479429166,562.5257742998363,0.21333356515104834,2,Bachelor,Own,Business,0
39.25444864184172,45722.24253667985,3.250585133290938,2333.702724487387,719.7063353998194,0.2876586634315706,4,PhD,Mortgage,Debt Consolidation,0
37.22289855800854,16230.032648714618,0.6381159894298649,7310.249317679568,821.9471166538945,0.019497207395982496,4,PhD,Rent,Business,0
47.788658133133936,23233.136306278873,3.434927082282447,3376.021819850965,715.348187810353,0.078680541799118,4,High School,Mortgage,Debt Consolidation,0
25.47683619261203,32001.223451553764,1.8914857530018667,11126.339778684956,641.9067541521342,0.31045395743291415,2,PhD,Own,Debt Consolidation,0
28.230048615414688,11377.527126053232,0.9327609709665605,9051.851304853883,515.9675737610819,0.22857380856859255,0,Bachelor,Rent,Debt Consolidation,0
27.27340554729176,103600.19054790023,0.08290526574496775,7079.702261222412,666.3302791146282,0.2547793330293633,4,Master,Other,Personal,0
43.301918118626105,22343.32463518482,0.5290221296859601,27288.433965928198,750.9096134392396,0.28085115976709313,5,High School,Other,Personal,0
44.003985883950634,23647.075417689797,4.397728500517849,19668.954023604965,632.1040057124251,0.28197519572425883,2,Master,Mortgage,Medical,0
39.51225319318508,41292.61774334557,3.4072152684687858,6237.331499126417,752.1493927851777,0.533995008323386,5,High School,Mortgage,Personal,0
46.834936668899275,34803.65421768502,1.7106420471389907,15418.258662459426,686.5024029230143,0.37735158092502596,4,Master,Own,Medical,0
23.21959132623619,22449.84546658162,1.2559269750390398,28331.915553688723,679.1340548586578,0.3299294074049118,2,Master,Own,Debt Consolidation,0
51.67224111551137,23507.26306669881,2.0833829889855737,19556.755031368175,618.3211738215981,0.09917155633062238,3,High School,Own,Debt Consolidation,0
50.23238621712258,10383.006252878684,1.2556484137838413,7266.464449170042,504.39561693834935,0.06868152007676825,3,Bachelor,Own,Business,0
42.35621997245747,16676.68826731445,2.067362418228518,2270.5089192644027,607.4889162339056,0.1507598984984205,1,Bachelor,Mortgage,Home Improvement,0
52.8179890877106,28526.96639156025,0.7346171325268841,10506.173585999353,606.6945675861167,0.5081624606472642,6,Master,Rent,Business,0
18.433767923222263,27500.14123669913,3.6464658198269353,13834.05062083822,707.544082608604,0.5122092264385879,0,Bachelor,Mortgage,Debt Consolidation,0
29.75551863737348,40561.8348435527,2.420772610285026,4377.821388644008,648.4775373927926,0.4309403335508327,3,High School,Rent,Personal,0
27.646965393180476,20738.548024861575,0.8008823835552801,8250.558827046743,758.3168021224899,0.17414001759048242,4,Bachelor,Mortgage,Business,0
42.21479323757343,11007.77085007586,3.551765722320779,7583.193932292417,678.1353023499498,0.20137698795119388,5,Master,Mortgage,Home Improvement,0
24.498592603978544,37360.34831058707,1.3362947165829073,24591.804318934726,599.5650176860865,0.1607724046261958,2,Bachelor,Rent,Business,0
42.574951493374854,45163.50702817288,0.38386849743073165,35705.247311141255,568.512422351661,0.381149012514776,5,High School,Rent,Debt Consolidation,0
48.705361439967135,34514.06794503792,0.16179648141613306,20747.30372476414,589.6625309830636,0.051322264491296905,0,High School,Mortgage,Home Improvement,0
41.95202900083999,20296.082468744735,2.405318985109792,7567.02638439365,666.0768935992868,0.08010505137180438,7,Bachelor,Mortgage,Personal,0
37.83751023661501,37130.463339515736,4.006751494285299,20295.876119259396,612.720679167956,0.5938556432926665,2,Bachelor,Own,Home Improvement,0
25.12126659099251,122327.26582821734,3.294715625406124,13616.40458980698,542.3560713272312,0.14832131141317786,4,Bachelor,Mortgage,Debt Consolidation,0
26.53149033874635,23331.884958281044,2.132199377567544,7631.810162210865,750.6715856022189,0.5214511063740033,2,High School,Mortgage,Debt Consolidation,0
47.49618905296667,11431.541977724308,0.3048461424166832,43213.67310448339,665.2311357799996,0.4263803420499312,1,Bachelor,Rent,Personal,0
42.793490039053324,16429.889331057304,0.19752924620682313,4489.8979315962215,677.4719494960107,0.21573018897421123,1,Master,Mortgage,Medical,0
34.60980480622456,30113.775388613434,0.8463305406834201,13136.201623324023,567.7376235430613,0.4490987341638031,3,Bachelor,Mortgage,Medical,0
30.820904542341093,10000.0,3.86081435269089,15861.475385713238,545.8402261044213,0.0741031081872475,6,High School,Other,Personal,0
18.0,23973.432990175115,6.526505673768755,6438.17844144318,633.776401017804,0.3121846560533576,4,High School,Mortgage,Debt Consolidation,0
24.291475813155614,26639.978701424843,0.5524580984449681,12674.033211246739,447.1784580541298,0.3809516911587997,2,Bachelor,Rent,Home Improvement,0
54.114190871397234,47456.12457067658,2.8717733267185723,17264.32996444351,727.9813309964342,0.3192005688317674,0,PhD,Mortgage,Home Improvement,0
22.195444289975335,42408.21735680308,1.706017954526333,9854.737040922262,579.5976626121818,0.38085240221841254,4,High School,Rent,Personal,0
36.89479821221081,33938.06062496675,0.06464842110216917,11825.298435004957,623.2295256004289,0.4108464021434094,1,Bachelor,Mortgage,Business,0
45.07443973195198,10000.0,1.5657777262315842,8816.188373189318,692.6919298252602,0.22147151490362574,2,Bachelor,Rent,Business,0
22.450773319977074,34909.92892068998,3.279179932019206,15336.88651537098,627.5364922393929,0.3136510871312135,2,Master,Rent,Home Improvement,0
36.84710474781083,31343.32776760756,0.6462669824653083,6746.755925061122,533.1625544228165,0.025059610187053067,3,High School,Rent,Business,0
44.37915537510655,25033.549608625843,4.553086761607274,6314.234280061712,800.5700359810788,0.3888211205790799,6,Bachelor,Own,Home Improvement,0
35.1249932190725,10000.0,0.5390567892232098,8237.466590980002,496.74179914639717,0.3925040985583922,4,High School,Rent,Personal,0
63.68403055666768,14937.245119617815,0.15911077359607417,20888.104210067562,426.34548926154355,0.3164257587116136,1,High School,Own,Debt Consolidation,0
18.314007411218046,12290.582715563725,0.3485622781750916,2002.4155005295606,737.4600336121389,0.42573958825303104,3,Master,Rent,Home Improvement,0
45.58728529883879,10000.0,3.6280453556901686,3914.741376620879,504.0568809452485,0.16164271988770068,1,High School,Rent,Debt Consolidation,0
33.27198262603535,21994.383939890486,1.0801859256764836,50041.90526160747,775.2782874534157,0.4021997327773424,2,Bachelor,Mortgage,Debt Consolidation,0
42.719201548366755,14780.868273298449,3.1885623527789173,10098.586407892028,687.6888204378321,0.3617619369538471,6,Master,Mortgage,Debt Consolidation,0
39.41307151699246,81850.75362385347,1.5152991315897912,5851.019288681813,678.3003725841662,0.37212353515842833,2,Master,Other,Home Improvement,0
27.668438028900034,20244.00603164151,1.3100045717623665,15304.182995162431,593.0971699035687,0.5371776869814037,3,Bachelor,Rent,Home Improvement,0
37.2899639245934,42061.01486436836,3.289230398052779,4324.182567800888,567.4599548538531,0.5824876321427824,4,Bachelor,Rent,Debt Consolidation,0
18.0,10051.2319458708,1.1015169014271522,1506.8382648071383,612.3745827571311,0.28515560622677005,3,Bachelor,Rent,Business,0
41.032475005713934,16898.07868208331,3.239307140737091,10762.680913354487,562.2782118495126,0.35585258969079714,2,High School,Own,Personal,0
37.98158465990526,23119.898624359368,0.2121930505895072,4515.959390028139,770.7668004926861,0.21861830940227864,4,Bachelor,Own,Debt Consolidation,0
41.38660168643102,13987.551377244692,2.0229113299205013,8787.730994644171,575.7251238484679,0.31906022387991667,5,High School,Mortgage,Business,0
45.581183250871504,17834.67112214799,2.425267447771203,10546.197336281935,700.6347260571182,0.8068027215532932,2,High School,Mortgage,Medical,0
38.67619840209711,19752.286719213706,4.5871990912598175,9078.760338271251,750.5207728131381,0.313199782065406,0,Master,Rent,Home Improvement,0
36.480894197982764,19595.319335337717,0.5080405339387013,2064.8310174645,561.8815459979902,0.32692294078012724,4,Master,Mortgage,Debt Consolidation,0
26.18931663338708,55690.18989954599,1.853792949394565,8275.252174741425,687.6591418416501,0.18973827778559704,2,Master,Own,Debt Consolidation,0
27.877792363509492,26611.883489033073,1.13569714187883,11564.340564297732,560.6120184892818,0.07903594554077199,3,High School,Mortgage,Debt Consolidation,0
46.86734620177331,27994.274370260307,0.9650324705664902,2643.7472151439965,632.6474276166881,0.36796310838623975,2,High School,Mortgage,Debt Consolidation,0
49.36335405705979,28848.90704527025,0.22569596540081763,2403.4516074297585,604.1365063549368,0.13243092918027813,4,PhD,Mortgage,Debt Consolidation,0
32.61889563687946,29920.920251029667,0.2882796831818715,3445.3484720310576,580.455949552655,0.42147378590530926,2,Bachelor,Mortgage,Home Improvement,0
35.460027472532744,21132.269430033914,3.6278685840320546,14726.616635879254,665.7786371915746,0.16045584292531107,2,Master,Own,Business,0
25.953856250062337,18762.712736413625,2.770617152935056,1638.1902457413726,528.5883164709511,0.3149741692227241,1,Bachelor,Rent,Debt Consolidation,0
46.72756845267445,23942.443217157204,0.9636379293794632,15737.773875216408,742.9225912275828,0.08894985260363342,3,High School,Mortgage,Home Improvement,0
41.65416823691778,39277.29809983203,3.5261875456217555,11088.286930133772,541.8462298271634,0.47583830665007615,0,PhD,Rent,Business,0
54.412174364637494,38681.59150783994,0.16842953101692518,6594.5474298491545,523.2911444417857,0.2946578156376315,3,High School,Own,Debt Consolidation,0
26.21676922820261,19531.830794513833,1.9604530935281625,2478.716760794306,624.7703464385073,0.09350990495789249,0,Bachelor,Own,Home Improvement,0
31.219921009817828,32335.52814652771,4.052575958585661,4284.786325468993,612.7497645983013,0.23139286270561962,4,Bachelor,Rent,Business,0
37.314459225255725,19984.408399491353,3.6510159676858986,15146.476984354094,685.5557206256053,0.26940280398767097,5,PhD,Own,Personal,0
41.464895377257704,22402.66658469638,0.9329246459722259,22145.29110053787,658.4832425656921,0.5152200644075046,2,Master,Own,Home Improvement,1
32.84332362452368,17382.831613456525,2.734818450804276,3550.734441094101,487.2639516371335,0.2627763051160719,1,High School,Mortgage,Debt Consolidation,0
26.270389095462995,20114.121922234506,1.1153738081766635,20201.06911001306,748.6566824580625,0.4762640542361355,3,Bachelor,Own,Home Improvement,0
43.81407528923571,43073.57740177987,3.666890728480177,14026.451042310931,622.2660543459529,0.23319589472652302,3,Bachelor,Rent,Home Improvement,0
42.211353625455814,23068.205742894294,1.5132901406791568,8058.883012082779,674.1459298600103,0.4919932645803378,0,High School,Own,Home Improvement,0
25.83725899436275,23567.908452019892,2.895123296195547,4490.484566971378,850.0,0.3714680037086079,2,Bachelor,Mortgage,Debt Consolidation,0
48.55442801105496,10682.809186499822,0.1636603701516339,5089.261359365512,778.6442279857049,0.41363695460198985,3,Bachelor,Rent,Personal,0
46.70198709196604,18870.93234861547,1.7833229333553153,34833.613088081736,671.0529263211001,0.0840511941565292,2,High School,Mortgage,Home Improvement,0
36.34296497247793,19522.883085787547,1.5982788023775378,9346.464770472738,512.6930166290206,0.1928768398745108,2,Bachelor,Mortgage,Home Improvement,0
35.79597862376036,14551.192925974634,1.8830977075622612,23479.77458525602,514.3665029895897,0.2048128498654807,2,Bachelor,Own,Debt Consolidation,0
40.540577711159074,22266.369074547423,2.379098701255354,9830.512878779045,766.204433750782,0.12718304928474794,1,High School,Own,Home Improvement,0
26.38296929743742,17772.52234151339,5.004731636695453,5641.1411722302455,609.8184252679808,0.26701695663444036,2,High School,Rent,Medical,0
35.30031479164082,22925.335406600167,3.0805895343872534,12929.569083668614,633.158514213793,0.2525543045759727,7,High School,Rent,Home Improvement,0
18.0,23406.08955561765,0.49599470684177,45536.43517935556,535.4531531864693,0.4114384134546984,2,Master,Rent,Debt Consolidation,0
43.76455645502936,13658.575171901477,3.4962080078056172,4840.177495252682,694.5851227868907,0.3322049541953431,3,Master,Rent,Home Improvement,0
19.385067775581405,18045.45458961887,0.26039887691419117,16832.97640585356,764.1412820426281,0.3997051066541922,4,Master,Mortgage,Debt Consolidation,0
50.03419828428999,22895.30487847162,1.9467731606813186,9437.129984328538,802.3550125821329,0.3901298830290374,2,Master,Rent,Medical,0
31.698799060335496,39821.001006155726,4.286958703785524,2541.1844923991484,605.1850180769434,0.31701222809012075,1,High School,Own,Home Improvement,0
32.88333018068823,25043.24943086368,0.21321604074761788,2496.140269753195,714.4878465879135,0.12127158071599385,3,Bachelor,Mortgage,Business,0
28.72266093915494,15820.034309181925,3.790146206493102,5644.365119214686,640.491318121357,0.10818379275773873,0,Bachelor,Rent,Debt Consolidation,0
32.11961126077924,26889.80183108414,3.2051305089903703,10699.912761786918,738.0278567846083,0.5090332418734631,2,Bachelor,Mortgage,Home Improvement,0
49.18531345148037,51729.031709505936,1.401453400725651,16361.697693198563,649.6032799406237,0.34195010449428254,2,Bachelor,Own,Home Improvement,0
18.0,34834.14059040454,0.738934556975085,2305.9996679037586,567.587390381714,0.45286695675992605,2,Bachelor,Mortgage,Debt Consolidation,0
47.769653860881874,28962.67656975848,1.039861325132538,13659.055894419935,782.0157592994257,0.41334278340406905,4,Bachelor,Mortgage,Debt Consolidation,0
38.38023481101708,31659.548984545458,6.925601115101484,7370.905168173269,659.8539154278228,0.17232551886191572,9,High School,Own,Medical,0
22.929783521427844,45250.86299750686,0.4505355020391645,8124.593906627071,614.854024725642,0.08237399966998919,2,Bachelor,Own,Debt Consolidation,0
24.24687606950762,37715.008475357165,1.7331176788728688,12976.424328250585,667.7780133891926,0.30218848533007425,0,High School,Mortgage,Home Improvement,0
51.763930272082035,29242.552081932143,0.173820759551714,32757.402828791375,576.3359695119057,0.3542296713214463,5,High School,Rent,Medical,0
25.544931200572687,37583.5265534384,0.49152760244924765,10331.093779824341,691.525212655307,0.2597632070847626,5,Master,Own,Debt Consolidation,0
23.466494894040405,12825.292180285105,2.882062000985793,2736.9800330887783,630.3700257203429,0.20427676951948204,2,High School,Own,Personal,0
46.373145423647294,10392.787904329476,0.7207895374341047,6976.662919393163,570.5205093401289,0.11090923730721958,4,PhD,Mortgage,Debt Consolidation,0
38.385528762859146,23826.396109651774,8.504253534908651,16021.82635037334,850.0,0.39872619568754386,4,Master,Mortgage,Medical,0
25.620744234636014,22795.999860269178,1.3895652066454216,16449.24268147149,549.270767225815,0.5564856437549478,4,Bachelor,Rent,Home Improvement,0
37.16624975404619,16781.711533549,1.4535706041117427,13803.252051274232,685.3283671415523,0.20217885461642301,1,Master,Own,Debt Consolidation,0
24.742473163597225,33287.13732772834,0.07398106153785121,5388.2453654001765,655.6796538871298,0.3136898040527119,3,High School,Rent,Home Improvement,0
46.00821398422605,10000.0,6.271218925693878,2712.8086025594384,547.4402723654661,0.6143666854666285,6,High School,Rent,Business,0
45.61370964873134,16858.560898822565,0.382886322974881,12985.728226520869,616.2669309905003,0.32284180181148453,3,Master,Rent,Business,0
40.32006198821943,17283.753367883597,1.5458557732963742,3067.476489962076,515.7448441520248,0.09365730798829718,3,Master,Own,Business,0
38.61661061247017,10000.0,1.0072850017475534,14106.751804551408,850.0,0.327482725012843,3,Master,Mortgage,Medical,0
52.61188124867374,46507.34349055062,1.074286840048506,14109.893358558847,623.2042375163215,0.2671187785553224,3,Master,Rent,Debt Consolidation,0
34.996863273882255,11163.439257662249,2.0617213041913924,5573.874266321595,631.7186714229452,0.2790955635228546,2,Bachelor,Own,Business,0
23.181258745791986,16413.016226133233,2.1699435523656705,7405.878591023881,844.5202997861761,0.1993509525340782,3,High School,Mortgage,Debt Consolidation,0
39.49473912832307,34682.47790544016,0.3351542597922766,9499.004605168175,567.6023145591702,0.07796454807766391,2,Master,Own,Home Improvement,0
55.86047049537114,30425.083786264426,1.3846416566536053,4954.979261282466,779.4409022560712,0.3743778442814947,2,High School,Mortgage,Medical,0
24.85240506814148,12656.32857617562,3.1258478081704095,2682.9064247260876,709.2526478922906,0.561072886639493,3,High School,Own,Home Improvement,0
31.385372333060143,30984.569597608242,1.1714090089947762,7852.793272398701,452.10147769217804,0.3939317464360093,3,Master,Rent,Personal,0
39.16446038101453,25460.72223960692,0.36257491330351044,8535.814731564515,612.890927629423,0.07128409687875188,0,High School,Rent,Debt Consolidation,0
34.46095150994261,70722.41044346873,0.7514736399458379,24072.800951654353,693.6605991264017,0.2986873965067784,6,Bachelor,Mortgage,Medical,0
25.176964196226855,26956.243197267682,0.47747797101176126,4334.694191636094,653.5571828175812,0.20391462779025088,3,High School,Own,Debt Consolidation,0
46.21857856230471,20524.5926883948,0.2689321567053833,19049.515345019496,653.8260063775848,0.19985414356490333,4,Bachelor,Mortgage,Personal,0
58.20040722017259,14353.498960130028,0.9482839686673925,3236.812786826829,589.2835257893988,0.10953841370322391,2,Bachelor,Own,Personal,0
36.96131459023907,15182.190109366851,1.5571323497198426,2763.679547574593,578.7127506740223,0.22810627734438535,2,High School,Mortgage,Debt Consolidation,0
25.959317102639996,14575.76434830479,0.1510674151205572,6369.715239759836,619.1593276156989,0.18764916232371415,9,Master,Rent,Personal,0
19.51039474946525,43719.4956780838,1.8517902748850745,3817.201309181961,846.1309387544953,0.24605274725130596,2,High School,Rent,Business,0
37.57975981221181,22225.264415201145,9.930685384147417,2732.8692787327045,559.2324429207765,0.30568671506875805,3,Bachelor,Rent,Debt Consolidation,0
46.038773433162575,29220.434699901165,6.655425419987174,38386.620471942406,601.7794319998557,0.23687005557502017,3,High School,Own,Debt Consolidation,0
39.751677464953815,46963.39746703257,3.534213504125436,5645.883027958536,652.884646931953,0.20344290062319711,1,High School,Own,Debt Consolidation,0
34.97596159081146,10000.0,0.6194221794542443,51484.85004058736,503.68463400377,0.4201625049064361,3,Bachelor,Mortgage,Debt Consolidation,0
29.107283482106936,41749.25485562167,0.04532492226889595,3656.3218456563054,693.1948223139059,0.3343559607950741,1,Bachelor,Own,Home Improvement,0
24.0783636728191,22645.092842456448,3.5860209373975973,2065.5725826494486,521.1995375006867,0.13607825894845718,2,Bachelor,Rent,Business,0
43.34751326324882,27378.797687850456,0.11466558462913964,22766.188987212587,541.275778834608,0.14327626642900637,4,Bachelor,Mortgage,Debt Consolidation,0
44.13771621385585,14556.579782758923,0.46040703231884395,4530.894653320929,536.4745815043009,0.3842283995376615,2,Master,Own,Debt Consolidation,0
19.542702133092668,15099.815448515943,1.5725137144621546,9055.183530787079,485.94189606666134,0.10272834957017993,3,High School,Rent,Business,0
50.89838978180684,28125.247652958962,0.392949782695505,2739.3973008403027,776.8327952580539,0.2672922566536082,2,High School,Own,Debt Consolidation,0
40.74071220894001,72569.42001515275,3.588986380465086,7859.745348242377,702.1588763801859,0.23570352923119486,3,Bachelor,Mortgage,Debt Consolidation,0
48.99594645145793,36375.71484611084,3.002599781577875,2704.572516197469,742.2387231911065,0.09802556811675776,2,Bachelor,Mortgage,Home Improvement,0
21.578722515148847,41471.489109467846,2.8192857019416433,7637.870262383433,733.1263034379198,0.010159762386019185,4,High School,Other,Personal,0
21.341758445845613,20010.238866628824,3.387026653322259,5546.120583737827,633.1889805828337,0.3645767955073113,2,High School,Rent,Home Improvement,0
33.51030690232703,16315.941054799503,0.49615819875009487,9742.12148293626,647.0479139359501,0.14283931418736037,1,Master,Other,Business,0
40.02784426895194,14907.169105073826,2.610478801922544,13367.118096838198,751.3712573983531,0.19863850610464204,3,High School,Own,Personal,0
52.96360822926964,17255.1018413734,0.8778829911599411,9826.75453440278,813.8429109442677,0.09801978163176943,3,Master,Own,Medical,0
42.060789138151314,10000.0,2.1982934203020665,11624.11657163138,524.1909359178218,0.16668731587934218,0,Bachelor,Own,Personal,0
32.573187231879665,15329.591563473306,0.26026686704950297,7426.231880049565,850.0,0.23002165876926606,3,PhD,Other,Home Improvement,0
24.73630792334108,16644.30545128124,2.445540618292691,5720.119860273055,518.4348801514531,0.22152198248263383,3,High School,Mortgage,Debt Consolidation,1
47.300005727191504,20177.449790453233,7.158811228426927,11802.833942431073,603.8044951123862,0.15464184061999858,2,High School,Mortgage,Debt Consolidation,0
25.35294574249285,23526.319564139136,0.08915885074153498,7411.897417830874,657.40682917747,0.14345440599169662,2,Bachelor,Mortgage,Debt Consolidation,0
51.284685547723214,26402.80238143672,0.19705427992053948,7641.5227437420235,666.5904714363842,0.17921140485479228,1,Bachelor,Rent,Debt Consolidation,0
32.15615350393491,21862.70101462358,0.26394924966286487,11138.868889309131,846.3832086739877,0.36521304621779654,2,Bachelor,Mortgage,Business,0
50.905820726178504,16469.71397881332,1.1262174295103686,3545.4753547405503,751.1907066492379,0.18115585782133015,3,Bachelor,Own,Debt Consolidation,0
41.78931290059278,10000.0,0.6871795302913689,25430.102148939193,691.2834890857594,0.20431054402901552,3,High School,Mortgage,Personal,0
33.63004510557542,16520.308079795326,3.2893029268163456,6637.659766579609,753.549330869727,0.3211969672013081,4,Bachelor,Own,Medical,0
29.806036281738734,13545.026096327403,1.2840993196332622,8949.431527543495,684.5752269945576,0.2018651983242884,2,Bachelor,Mortgage,Personal,0
31.5909212265392,27806.73048461028,1.3253808357880341,7819.566847465214,582.4584895494218,0.2356901182314419,3,Bachelor,Rent,Personal,0
39.283166923752376,34705.16139851688,2.5248860481226356,13659.554554620885,698.5638467509829,0.2932629578682016,3,Master,Mortgage,Home Improvement,0
35.771564962177166,35217.046978922546,0.8987367602079386,10629.041912813429,656.7553259018963,0.21057926590841913,2,Bachelor,Own,Debt Consolidation,0
29.06188591931295,32159.924255924823,0.8714587127657534,7785.83115723529,565.714420219492,0.33729261592386045,1,Master,Rent,Debt Consolidation,0
33.34368589682368,20603.93039132252,2.828781899883878,25822.546713686097,776.2790239851626,0.1573635299664402,4,High School,Mortgage,Business,0
35.7857702971915,16966.94328313148,3.028635008877565,1000.0,644.5544456879762,0.15850604973055415,5,PhD,Rent,Debt Consolidation,0
18.0,15160.499742023487,0.029006881605406012,21897.757304501112,537.949932918931,0.09608025517384632,2,Bachelor,Own,Home Improvement,0
39.58168114788699,10365.627275915303,0.3104803231557684,16918.658144805322,553.734487041122,0.18409232099591305,2,High School,Own,Home Improvement,0
25.20278775283193,36167.88503221922,0.47930358406013884,1865.6162263166134,703.4996035371664,0.14470490886521442,5,High School,Rent,Home Improvement,0
23.46667596794255,20183.979628584064,0.8664964241327983,17041.836564355002,754.9432290007684,0.39241882007310935,3,Bachelor,Rent,Debt Consolidation,0
18.1265565288929,11811.511115285208,0.6890638915983536,18897.292870953497,698.1652284156514,0.2167303949874323,0,High School,Rent,Debt Consolidation,0
18.0,14570.50140539094,2.2083758979555292,12700.679715307488,698.6231418351737,0.27879907244733093,3,High School,Own,Debt Consolidation,0
21.44552496887711,14278.54402674108,3.5220947089206125,2327.9190712885365,568.9676565163918,0.22414782857683113,3,High School,Rent,Debt Consolidation,0
27.909790423695096,22505.437879105688,0.4266017553731916,13990.33725248698,659.288454999498,0.41505911438721277,2,PhD,Other,Personal,0
54.53259137526568,37561.464576079,1.6555529140286138,18137.873411603854,616.9889690369058,0.518254674465592,4,Bachelor,Rent,Debt Consolidation,0
29.741203241047963,18508.86758607877,0.9171503702642937,5126.788938016233,630.5033820397251,0.31283311109131284,4,Master,Mortgage,Home Improvement,0
36.777501062680315,10000.0,1.4095404343975682,11532.300136090002,638.8207743277808,0.11713965281068561,1,Master,Mortgage,Home Improvement,0
39.004813865063284,20038.48257297627,1.9391606760987778,6108.482656406891,584.0064256778538,0.5168298493522283,1,Master,Rent,Personal,0
36.31065186215849,20371.722167476928,4.481095995919216,16453.633156969827,725.1666562617919,0.49803330496135195,1,Master,Rent,Debt Consolidation,0
34.225565392740066,19683.576454999587,0.42711099746683356,6305.607852854522,549.0884063246999,0.2972654690894311,1,High School,Rent,Debt Consolidation,0
23.04706236400755,16095.08808864669,0.18205322630297333,5094.44510353721,520.137204815476,0.37878425014499056,2,Master,Own,Debt Consolidation,0
49.50927548279212,24556.1973773915,1.9734903367399668,7852.307886629883,571.4797289420171,0.4553940643938122,3,Master,Rent,Personal,0
53.07196643637885,22767.07193250656,1.0021824765887775,2770.2097092143035,738.3395106024176,0.16079821237714423,4,Bachelor,Mortgage,Home Improvement,0
18.173413058773143,21754.694296143072,0.35562991746040057,7252.73859245256,683.9158562664733,0.1359577824544549,6,Bachelor,Mortgage,Home Improvement,0
24.759714091136203,27073.771062567437,0.2490576010544057,10825.656415598449,471.67580960033354,0.30102270399099235,4,Master,Own,Debt Consolidation,0
32.20189657622994,17766.742476133448,1.637011719088685,16251.937566200482,709.7273687301198,0.12094636625224793,1,PhD,Rent,Debt Consolidation,0
25.354622050898087,17269.67176965374,0.7146948958325435,9888.872270946486,645.1491920477862,0.12229706789181674,6,Bachelor,Own,Business,0
40.05965553455865,43917.214181674986,11.92488329996551,2575.8083607314693,608.2617329872003,0.4012267088543969,3,Bachelor,Mortgage,Personal,0
27.717277975933868,29134.48213815108,1.0414180054677096,23904.37822764816,625.8019977017948,0.1574346818532618,3,High School,Mortgage,Medical,0
56.65056067806603,33305.340233099145,0.4772419439846142,25563.652698271315,516.637105904126,0.3326201380385082,0,High School,Mortgage,Home Improvement,0
46.90548594343596,40662.12273041633,1.9822928253084333,8866.663103286555,667.3240799937294,0.025894998478790017,4,Bachelor,Own,Debt Consolidation,0
37.12574030632215,28651.815555580215,0.5601022306552619,4440.164494634388,523.2448494069075,0.32881814016334143,3,High School,Mortgage,Home Improvement,0
45.26986263319732,35038.20580583889,1.3627773401310046,5295.992337826458,614.9993969395845,0.6479509397830427,5,Master,Own,Debt Consolidation,0
46.059004243573085,10000.0,1.3177859591992278,6885.562325475649,615.1289620811061,0.6488031205760898,1,Master,Mortgage,Home Improvement,0
29.360525119417566,24393.62083712103,1.2086528585757195,10126.74036351325,726.9909424954067,0.2118220049279084,3,High School,Own,Debt Consolidation,0
26.83782755458035,20103.33034428779,3.1801109062979123,6351.2808156047095,653.974424918683,0.3627445405778109,4,Master,Own,Debt Consolidation,0
35.78143062969647,50962.33173853288,0.48825690818417344,4077.706483238254,720.5991040842705,0.24484235665603504,3,Bachelor,Own,Medical,0
43.616361244979444,35025.188949752555,4.6932266329230155,18368.78264508029,530.425740292028,0.37050682291079323,4,High School,Mortgage,Personal,0
36.390603986534174,16071.091927256224,3.134103115177459,9954.98500739289,639.2199851409588,0.3059460284626002,0,High School,Mortgage,Debt Consolidation,0
19.230035178090027,26539.701994055962,0.8102974090680811,3491.554676498137,703.0316444924088,0.18170725081431857,2,Master,Rent,Debt Consolidation,0
26.971755560491577,23952.803844170394,0.3983719451025879,10229.677822302037,774.2299139799932,0.5977759543248867,1,Master,Rent,Home Improvement,0
34.26027136405622,27644.0478618908,0.655716952228948,9223.37833326007,536.0814511554769,0.28609580268035284,2,Bachelor,Rent,Personal,0
34.2433439567417,13234.452752686484,0.8088400495233441,4562.188266676531,565.9048664336296,0.24871066646147363,1,PhD,Rent,Home Improvement,1
54.725421767898084,26370.684396657965,1.6280693196691842,21079.15270713455,700.5286979703201,0.6871593920691236,4,Bachelor,Own,Debt Consolidation,0
21.14012057601002,19651.802145983453,0.0949552064178189,9026.422289076048,811.1593296688628,0.027168445564700227,4,Bachelor,Mortgage,Medical,0
40.055892418358745,25367.519682005575,4.915185309560864,6813.782555873933,678.5879816226377,0.37085453105966965,2,High School,Mortgage,Debt Consolidation,0
49.8911310832829,15333.686473815344,0.207778434121945,7579.591622607788,539.0039282193784,0.29303012825338515,6,High School,Rent,Debt Consolidation,0
57.71449745422796,16439.93005931753,0.6549908019711798,11558.00369631993,540.9555829530074,0.38172228021344295,1,High School,Mortgage,Debt Consolidation,0
30.956025768160387,39613.3321162104,0.23146701015374513,7648.411577828657,663.4845220384266,0.5581781985304358,1,PhD,Other,Debt Consolidation,0
39.914294527201996,13019.795653580624,0.5932379800724777,7597.428103510674,685.757662848241,0.44437938982879027,4,High School,Rent,Home Improvement,0
40.69760357198647,13509.153875266416,3.6362950053533027,19010.981305897392,627.8726402709749,0.47459496189382144,1,PhD,Rent,Debt Consolidation,0
36.95481731553291,21465.65234700826,1.9099374038710957,2605.2307710793266,542.0929307151598,0.2352157165630485,3,Master,Own,Medical,0
34.01154798760694,14973.762957712099,0.5157889231066203,2977.256412038556,760.1415234165472,0.3262873664359792,4,Bachelor,Own,Personal,0
39.35975389500046,14150.223300042542,4.107680612599438,15086.727880550587,615.1280186463911,0.3008219776529928,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,23214.630539700105,3.2260091229280636,55976.08526501296,702.6965167768146,0.05336023412670545,1,High School,Own,Debt Consolidation,0
41.820694900626314,10378.245044290094,2.8019981534986464,16337.140614718339,472.6832062189202,0.15203042767573233,3,Bachelor,Rent,Personal,0
36.26177903661967,13306.645918740423,3.762922430173587,36003.341654200354,770.1154405928296,0.13771750909884062,5,PhD,Mortgage,Debt Consolidation,0
32.77525103221735,61515.70527152195,1.9333251204014263,5724.455467361717,581.51898451036,0.15808369693190286,2,Master,Rent,Business,0
55.46862195719558,27715.234681375656,1.3920520818543796,4867.496690507033,784.4684375447179,0.4607930835134809,0,High School,Other,Home Improvement,0
28.250659812094476,15164.589090820024,0.9366022424191564,11675.250502184892,711.2737523877673,0.2977372247017849,1,PhD,Mortgage,Home Improvement,0
30.96924010934969,27149.327062222943,0.5065974152288101,17377.284918049616,507.1260037473211,0.5942272532807239,2,Master,Rent,Business,0
54.91553302204734,29250.88879912777,1.630230381448961,2837.7287604817893,674.5526745639664,0.17161077972860014,0,Bachelor,Own,Debt Consolidation,0
26.679386951501435,36214.22259599342,4.405340981735185,6832.359142180415,815.65327455597,0.27407550283076043,0,High School,Own,Business,0
29.498847170634612,20669.65548762668,1.8027145313752788,7929.82515538655,590.2082650291093,0.25817464016234104,6,Master,Mortgage,Personal,0
33.5297457656915,35891.251407232005,5.041652902446658,4707.460301445141,815.8325542600289,0.17330266468705283,4,High School,Rent,Home Improvement,1
43.407344821295496,10000.0,0.8829641107395102,5167.904358264409,688.5733543693469,0.07462209957628632,5,Bachelor,Mortgage,Home Improvement,0
37.078025073533134,12988.84166966401,2.375791947334077,15906.059891456103,784.0357753948665,0.590701653421358,2,Master,Mortgage,Debt Consolidation,0
22.073746528477372,23907.21800420221,2.0920328789840497,11798.734805974851,665.9485764198089,0.12542049213065634,3,High School,Mortgage,Debt Consolidation,0
29.678314368728103,25973.10260688994,2.219956336896388,15348.31749386466,637.6024076370204,0.21146969427273557,4,Master,Mortgage,Debt Consolidation,0
28.926455667877885,13962.198591808847,2.071511681700452,10609.443209133055,833.7162833292089,0.0880290004797315,4,PhD,Rent,Debt Consolidation,0
34.22778954776955,25077.09091091797,0.5011699814657882,4029.4882369130078,722.1401909225129,0.28937164323828224,3,Bachelor,Own,Medical,0
39.25843658629829,16124.253977885273,0.3100141888851911,11367.144836788584,626.467796707075,0.38582757097208625,4,Master,Mortgage,Debt Consolidation,0
39.18205755887972,19178.02656486217,7.691371228211802,3783.200706582002,692.3886918296612,0.13110600726439242,3,Bachelor,Rent,Medical,0
18.0,36768.1367655965,0.09270604339974352,6314.458789726628,593.515454958614,0.2648213023044375,5,Bachelor,Own,Business,0
45.639409875608564,34699.090264999984,1.2612331742773264,3536.882881045657,660.7883907156676,0.17376632911913242,4,Master,Mortgage,Debt Consolidation,0
37.52568845996623,13379.377879735275,1.107049859854141,4970.569829509652,769.562181921029,0.33250589272997993,4,High School,Mortgage,Debt Consolidation,0
48.84532047593906,12982.716722205801,0.8926334505564449,8711.358936002543,633.8146360099271,0.2979566269011843,0,Bachelor,Mortgage,Medical,0
39.44198327290672,17933.27674912153,3.0463723055478558,5619.553640886559,562.5478886468372,0.551740364019737,2,Bachelor,Rent,Debt Consolidation,0
46.01322957735762,21733.863419425117,2.7357327156869395,3997.682399182208,553.3117331667314,0.3713873895875547,3,Master,Mortgage,Debt Consolidation,0
39.66545311450127,15851.996851829634,4.712497621442171,20135.465204013522,657.3618090234578,0.1659116817895531,3,Master,Own,Personal,0
48.46225756202748,37061.02737527168,1.0066659484273452,7363.764972446908,569.2446888447159,0.26495500020951934,4,Bachelor,Rent,Home Improvement,0
40.22250636017779,26204.722480509496,1.6610497634723356,5311.648738070847,506.7258945741479,0.17174828972227804,2,PhD,Mortgage,Debt Consolidation,0
34.02084753557096,26985.16514558779,4.45694226378447,3408.68106649551,530.1411772316718,0.082036006848412,2,Bachelor,Mortgage,Personal,0
57.72434720446881,11692.823839116478,10.181976527792148,1812.3943436760694,767.5099703890044,0.16680287943188302,4,Master,Own,Home Improvement,0
43.89037122279892,39483.78493732261,6.966618009880823,6784.27280059501,635.7627597432576,0.3475510118454135,3,High School,Mortgage,Home Improvement,0
40.73744421004413,10000.0,2.5305894265346205,2690.3458609743525,655.7763826653063,0.4287809504071357,2,High School,Own,Personal,0
22.23695583461664,33423.94124494921,0.3091658480197192,14323.103866603153,553.3390796324959,0.21026767121188342,2,Bachelor,Own,Debt Consolidation,0
22.116923825364623,35142.12628362059,0.046918071693938405,8296.532668163447,591.8505953313593,0.45268502121395887,1,High School,Mortgage,Personal,0
37.92715482141853,17743.941387599145,3.4884356700436765,28189.04266137032,588.6245356500739,0.26684918664152874,4,PhD,Rent,Personal,0
36.45521197768241,41624.95343584382,3.676973034768351,9686.21886371125,622.3230862935644,0.09064395816679492,4,High School,Own,Debt Consolidation,0
28.85877434991684,21342.40512508019,2.7436858421449255,4530.890430531257,484.1601166041554,0.14384504153146646,5,Bachelor,Rent,Debt Consolidation,0
36.4098269961206,22724.884844036787,0.6567956063454119,1800.8137374781002,758.9674966444561,0.467107843095277,0,Master,Mortgage,Home Improvement,0
50.886269280435954,26101.926261292083,2.042290859839267,15448.004122840892,648.357485569565,0.20874479717659605,3,Bachelor,Rent,Debt Consolidation,0
41.954024745502984,108367.92787579284,0.7603212927355476,2866.4837734293733,670.2086084962041,0.6173463364097156,5,Bachelor,Other,Debt Consolidation,0
23.589914902472618,43140.476013629224,1.1980326503195322,5845.833018275568,741.4338384064592,0.35306582561343136,8,Bachelor,Rent,Home Improvement,0
33.884911728570565,31274.72681473577,0.9639421809353441,30923.46615752141,733.7742547228286,0.6179969829248149,1,High School,Mortgage,Home Improvement,0
26.95033519147439,13955.064342871241,4.898463356631672,13210.756713228388,592.4919074467537,0.19504015831987706,5,Bachelor,Other,Debt Consolidation,0
31.12300083591439,23666.00508334473,0.5335570459070467,11068.874658036011,710.4467424761067,0.24561365084959605,5,PhD,Rent,Medical,0
30.86384334370357,14668.211571079668,1.7236567253511341,17248.11178098266,709.4178837906377,0.36110587891059787,2,High School,Own,Debt Consolidation,0
30.223544173959947,33224.918268592686,0.8956438379441508,16741.398033870046,681.5980931617266,0.45979013461166773,1,Bachelor,Mortgage,Debt Consolidation,0
22.44864628026605,23629.08122879349,2.175766770957514,28703.006304951596,756.1120677542606,0.2632125948378195,4,Bachelor,Rent,Personal,1
33.7234531848181,12553.303790981328,1.662810957366275,5005.319468712699,729.9532161067395,0.5180726501507229,3,PhD,Own,Business,0
29.3939236315269,22938.277294221447,5.153456631139341,5994.829803129649,722.7369613253088,0.23726106888115098,3,High School,Rent,Debt Consolidation,0
18.0,14404.432708033199,0.2143068031714517,3874.1915848212498,786.5281122986244,0.2338097805357393,1,Bachelor,Own,Debt Consolidation,0
55.529720245016634,23756.420521340395,0.4985665728396378,7893.870813142302,652.8659457384663,0.18974934728694054,6,Master,Mortgage,Home Improvement,0
45.88769654216672,14335.028146798733,2.9078445905246286,7289.671896593467,655.7768899357748,0.2871939134910078,2,High School,Rent,Home Improvement,0
31.23699275075004,22331.283383204565,0.9202233206500936,1990.2951237836432,731.9203518220634,0.265778349171052,3,High School,Mortgage,Debt Consolidation,0
35.188190497405984,32055.84865281191,0.3625253221928156,4802.439967596346,632.154617493997,0.1224956918498369,4,Bachelor,Mortgage,Debt Consolidation,0
23.28345652682438,21449.873009539457,1.3996237175240906,25624.21872919579,698.1607672147168,0.6380893796502253,2,High School,Rent,Debt Consolidation,0
51.95722877810866,18116.091698672266,2.111922211149176,9851.380492903889,593.9892692985759,0.10925816637306027,5,High School,Own,Debt Consolidation,0
53.97288694773111,24382.918643379006,0.09172500762701251,14361.680963190374,422.05032947146043,0.35203651477385783,5,High School,Mortgage,Debt Consolidation,0
36.56693728246525,31213.042347131443,0.6895545465580957,7358.153269139037,709.7873980215495,0.3773470016571197,4,High School,Rent,Debt Consolidation,0
45.235306441853446,12662.604041886307,3.3153930815958925,1790.634276784126,495.131966274354,0.24024553890707287,3,Bachelor,Own,Debt Consolidation,0
36.75286778933924,25092.59539345145,1.468957637395375,7310.677739999585,580.0883872597541,0.4943113217661017,4,Bachelor,Mortgage,Debt Consolidation,0
21.632745611240694,42564.26836461341,0.07204044793452377,18645.446616563982,732.0011738008774,0.2113854223662205,1,Bachelor,Own,Medical,0
30.881766310363428,29343.56297080152,0.662434948966072,3138.3515814820453,733.1762597914756,0.2420849253927499,4,PhD,Mortgage,Business,0
36.31927966771957,22671.7984786279,2.038534050652241,14729.847279241894,767.5271887688007,0.22208381139153086,2,Bachelor,Mortgage,Home Improvement,0
30.454522812565557,30329.27671900889,0.4446864172927876,2076.698525994011,448.027804258365,0.5339582547104852,3,PhD,Other,Debt Consolidation,0
32.81346722564964,27618.696396816737,3.513457422836535,8235.035805644746,679.6013418475636,0.07726988805298925,2,Bachelor,Mortgage,Debt Consolidation,0
34.08600442490886,32106.075354172233,2.25758167160075,12526.663858413254,624.2314766053256,0.36881532906574455,5,Bachelor,Mortgage,Debt Consolidation,0
34.191215021345386,10000.0,1.2749673306292086,6312.644602099192,748.8215965494644,0.6053875823471506,1,High School,Own,Debt Consolidation,0
35.522584904974835,10130.155354117967,4.944939366555824,58569.96095015535,797.6359921560609,0.5003874767552764,4,Bachelor,Mortgage,Business,0
24.39394933603399,36403.295117787624,0.9945055425818241,5461.3301174718035,519.1085037097737,0.5598237629907226,4,Master,Own,Debt Consolidation,0
27.829838508720638,10377.138163556165,0.5359508225637654,5101.383262395382,651.5882641187133,0.07202479126109278,2,Master,Mortgage,Medical,0
22.154157343000307,26923.891139191648,2.165889294525595,9543.290618041076,733.2632149486551,0.4455180350463448,2,Master,Mortgage,Debt Consolidation,0
44.778155496862006,18471.331712668652,1.7033256207321534,4429.409202728054,616.2001654836542,0.2414085516367272,4,Bachelor,Rent,Personal,0
18.0,13385.206414990027,0.8166821823649935,2557.869399039414,824.5694719613615,0.5263876413567293,1,Bachelor,Own,Debt Consolidation,1
46.53590343316925,26234.349444418618,0.8421665625647122,3367.292136627015,609.8530453878864,0.22785135669703152,3,Master,Mortgage,Medical,0
48.86349397262843,24355.59197051174,1.015694489201479,14859.421799236321,619.97982633431,0.4236285604059899,2,Bachelor,Mortgage,Debt Consolidation,0
31.978194130173787,63270.301413130226,0.6881904245671522,6348.973040484351,542.6692544347093,0.25008390353909804,2,Bachelor,Mortgage,Medical,0
18.0,16116.427908378668,2.47741427679191,31622.265642721282,665.392065266694,0.39031163566386473,1,Master,Own,Personal,0
31.386894380327096,45254.39448189242,2.1074216660469505,5693.104609784232,348.1801666437642,0.1258898379114383,5,Bachelor,Own,Debt Consolidation,0
34.35815838711181,26270.750663170104,1.1624162512070448,14305.627692875743,625.2235652481436,0.31942278859517476,2,High School,Rent,Medical,0
24.894017800710866,15827.260164708146,1.0145129208922123,12193.686339012716,776.8969485925403,0.2707879362494656,4,PhD,Own,Debt Consolidation,0
29.847816061917573,32847.24744451372,0.9084220449963357,5625.580120318989,510.3233650726446,0.20569437027183363,1,Bachelor,Rent,Debt Consolidation,0
50.30195198863351,29227.614757503037,0.6666656394014034,4011.629739919175,488.16973130512565,0.32528256357035595,3,High School,Mortgage,Home Improvement,0
41.64927162301741,22424.77486538811,0.17918576840694986,2027.496461751351,761.6223347587762,0.27131685569080644,5,Bachelor,Mortgage,Personal,0
25.754358856219,25163.446335945766,0.6245088583078647,12613.16796411159,775.1702855879182,0.08156611786159822,3,High School,Mortgage,Debt Consolidation,0
19.02400830404568,16342.20794563444,0.7748614650049003,21133.353077854677,514.4312478321598,0.16059441200156682,4,High School,Mortgage,Debt Consolidation,0
31.72982682390229,14575.632949938517,1.5867484844488704,2271.18150668814,823.2746025064757,0.20769062255163614,5,Bachelor,Mortgage,Debt Consolidation,0
32.86543220649562,32199.979243203816,2.9725698335171953,6024.827046686366,693.2451764846061,0.036359808615980045,5,High School,Mortgage,Personal,0
39.96199187363317,19693.23171335968,1.0073761298155068,4752.686593861937,754.8743863490763,0.18386507635688373,5,Bachelor,Mortgage,Business,1
29.646832874323408,21161.917498227733,5.792023878389135,12595.505466000262,570.8130168368505,0.5766457313616179,1,High School,Mortgage,Home Improvement,0
40.114995753618615,25334.206521799933,3.512977286789998,6229.665070848498,798.905898124211,0.4628135212494214,5,Master,Rent,Debt Consolidation,0
54.35154040060229,25150.779583212334,8.373162859638636,23350.751724188984,623.1983743420216,0.49762423166363523,6,Master,Mortgage,Debt Consolidation,0
43.15501022444263,10778.802624642207,4.178224966362032,5957.972080599134,618.7965077447892,0.09221886406016463,3,Bachelor,Mortgage,Business,0
34.519114926692275,41903.55902473556,1.9180100172496928,3013.607763023847,698.2377919306263,0.17298827158893498,3,Master,Rent,Medical,0
33.16849528946705,23402.334842223445,1.8249923198379154,5568.916221940093,610.7974873097185,0.14536477508769144,5,High School,Own,Debt Consolidation,0
31.43326865820129,19903.94771325626,0.2774350674542831,6082.118305998871,497.92937583143157,0.21655161332119788,3,Bachelor,Own,Medical,0
46.806409124521444,27321.33021313508,2.5631426892622593,12343.439130424531,663.1767492258855,0.3947631977419528,4,High School,Mortgage,Medical,0
28.72686554048697,24791.871015985023,1.833616019241803,6010.028416419113,618.175696521469,0.05549327220903169,4,High School,Own,Personal,0
35.45222708999982,32322.90350420136,1.4142167862316728,11522.733749253588,573.2088719476426,0.33710630840276584,5,Bachelor,Mortgage,Home Improvement,0
35.511979018810855,28824.812376904534,2.363684813103859,4305.345126168653,774.0527154948813,0.26863228698763203,3,Bachelor,Mortgage,Home Improvement,0
29.98215807188468,31537.201074762568,1.1741460734073845,6401.314610622898,850.0,0.07853768594098529,4,Master,Mortgage,Debt Consolidation,0
21.275344521158992,43282.20903915563,1.4840852826605415,4324.157395906279,558.0874810823537,0.08894806663840377,3,High School,Mortgage,Debt Consolidation,0
38.22974503617668,34262.68960489777,1.0161664578187048,4116.204287521481,669.7441084766941,0.40902859965716787,4,Bachelor,Own,Debt Consolidation,0
34.389960281446164,20328.048072437345,2.527239636355975,22468.43795445367,610.1560404944119,0.10175816739627344,3,High School,Mortgage,Home Improvement,0
40.0024046943657,12563.479374998566,4.184826147591727,4572.8702163268135,850.0,0.15117679097309636,5,High School,Other,Home Improvement,0
29.66399693560833,50711.04249235159,3.6757526528086304,6135.925332910395,699.1734785385462,0.74402286199826,4,PhD,Mortgage,Debt Consolidation,0
47.20821298813048,19557.973097094204,3.083794729246002,18688.872419775893,742.695571243999,0.4021357022204032,1,Bachelor,Mortgage,Business,0
26.232262187881553,17386.44734198411,0.027767275525567427,14764.798058101791,768.1832557152932,0.05705098049125469,3,High School,Rent,Debt Consolidation,0
52.120402840178926,10000.0,4.858122042436442,30120.635280131257,663.0153854836691,0.29198188997882224,5,Master,Own,Personal,0
18.0,26088.152228800005,0.6428244382525369,11923.201557600787,631.3616659300204,0.12374639458286414,5,Bachelor,Rent,Debt Consolidation,0
39.347700645568914,23728.764946083087,4.378047565267267,5012.451963619778,801.8932314652006,0.05510256752961234,1,High School,Mortgage,Medical,0
39.754306825266234,10326.229925774476,0.43872168728835265,42012.216296064114,727.7888376194906,0.38443878644420126,3,High School,Rent,Business,0
27.044429320591178,27629.4364407578,1.158372217020109,12908.80086907695,565.4100491730052,0.14605889643031264,1,Bachelor,Own,Business,0
39.24393937861012,17169.743924370305,2.7677848507722937,7159.84583972808,577.5788636116079,0.10003002223367091,2,Master,Rent,Debt Consolidation,0
47.795186697601586,84555.00122271276,2.0448527917479864,8484.297997892867,611.0346826469563,0.17673735406714505,1,Bachelor,Mortgage,Debt Consolidation,0
18.0,16569.507771168912,1.0754412746576465,9352.74594909006,765.9218557216442,0.21873154412353787,2,High School,Own,Home Improvement,0
40.02744807490814,17719.186843286912,2.270286112002976,6704.609139748583,797.3447476566596,0.3896009154984541,2,High School,Mortgage,Personal,0
18.0,14222.946469032442,1.5923519892588371,2695.436720037976,850.0,0.20660348193741332,6,High School,Rent,Debt Consolidation,0
25.34335196476792,41728.442954862956,0.6451994711064469,29773.58416017243,579.1296707337754,0.5059859884105942,5,Bachelor,Mortgage,Personal,0
51.29166364900945,18280.90045402032,2.0787788723148024,7962.774226690915,664.0206524206206,0.08969085934529172,3,High School,Mortgage,Personal,0
29.18217966607946,15329.631337116798,0.45693310261092235,9384.33613929368,609.9798216790437,0.4180050138286003,0,Bachelor,Mortgage,Business,0
23.261200355910276,31365.928556673607,2.3682637820558425,42723.96348406906,631.7654323611039,0.12616596001799843,4,High School,Mortgage,Business,0
33.020622710153184,11045.998694719381,0.006231452923485864,4690.8627015875445,742.9878854379726,0.13354957730922953,3,Bachelor,Mortgage,Debt Consolidation,0
55.67906338163552,30108.273290654626,1.5915673251450695,13689.552912282172,645.4120989478198,0.359881447306194,3,High School,Mortgage,Debt Consolidation,0
18.0,53674.851618536406,1.0252131760039251,4299.100325419225,781.5857671572816,0.20816617327664247,3,High School,Rent,Business,0
24.486900883606555,29240.321716443832,0.7222375313584822,10475.735216252344,598.3701552755838,0.539133818016345,4,Master,Other,Debt Consolidation,0
49.974316831796266,30301.398881255376,1.4501343614798856,9520.51856105591,724.1416350744521,0.5381819705721222,4,Bachelor,Own,Home Improvement,0
53.57702343537733,34031.10058062444,2.07303142632302,15252.228121825141,605.7243382477665,0.18551674231067028,4,Bachelor,Mortgage,Home Improvement,0
33.96568775709716,51784.906958739455,6.722738295412386,21301.54691445588,466.27756995767743,0.21282821113182568,4,Bachelor,Other,Debt Consolidation,0
22.609472974733578,40333.87558229598,3.580295416283308,5096.876229523814,547.8531532993226,0.33555864781652756,7,High School,Own,Home Improvement,0
55.95843501809159,27442.13434690411,2.5256762876851133,25168.28307316203,662.4129730346522,0.28405809673866134,2,Bachelor,Mortgage,Medical,0
50.94442391749197,34611.65314074257,1.303883459984639,26635.08873459571,842.1497821301493,0.5234026785320938,2,Master,Rent,Personal,0
41.78946987762233,14143.812627045561,0.9956349280715416,6634.321575938953,604.041245406374,0.04507791931462342,2,Master,Mortgage,Debt Consolidation,0
26.875976510625797,32472.43307724114,0.06614101056564879,8060.524718056413,633.0811571100519,0.45313262877668026,3,Bachelor,Mortgage,Medical,0
34.50970659161963,13322.665203184237,0.8897540166172794,5456.2657383168535,698.9669758794837,0.19799790322569905,4,Master,Rent,Home Improvement,0
33.396399189551694,18333.56461231642,3.7727180336610684,6346.425556606316,590.0578680326507,0.21824053038807475,5,High School,Mortgage,Debt Consolidation,0
38.30851304615578,10000.0,0.9690964441010813,3093.998281799971,601.6240928467811,0.47509195537967963,3,Master,Rent,Home Improvement,1
49.51001438131336,26922.424145443376,1.2382512779418753,15093.638125967793,657.2114477876846,0.06109361316870453,2,Bachelor,Mortgage,Debt Consolidation,0
43.79417041137403,15963.561447441127,0.6344536342393388,1571.4670455859662,606.3433663755037,0.4226368838997893,5,Master,Rent,Medical,0
24.226239230152416,38390.780077653035,0.6407762885163606,4639.3248092767535,471.700709786997,0.39823317228821614,2,High School,Rent,Business,0
48.764964500195376,26771.583995323967,0.12773724770680195,7809.298039933754,584.982996014593,0.2907895506530935,4,High School,Own,Personal,0
38.131321400131554,38640.18002512058,1.9028201475443345,22921.666195893515,711.4919686557977,0.2708159526452829,5,Bachelor,Mortgage,Business,0
41.87065795858916,12812.82277378487,1.1886659415287064,5238.572646793063,714.6003094129259,0.28365199281564457,6,Bachelor,Own,Debt Consolidation,0
49.66540859278603,37019.2385972153,1.862609802515467,11410.40955818628,783.6233700359302,0.2602854699067859,4,Bachelor,Rent,Debt Consolidation,0
23.88419750486449,63128.53545275436,1.5832270317013886,7594.751597510731,775.5536011984254,0.47526637212929523,2,Bachelor,Other,Home Improvement,0
34.64174421293537,32275.998418396935,3.207354944319566,17259.105191275696,559.9812375668898,0.27199518238892784,4,High School,Own,Debt Consolidation,0
29.68545448640785,32701.443653834736,2.780700448540304,10943.145955943737,575.4583550889106,0.43266066978243894,2,PhD,Own,Debt Consolidation,0
19.32140574634544,23975.765736466903,2.9520342668105166,15743.258335573733,579.8718906837743,0.16860409070186627,0,Bachelor,Own,Debt Consolidation,0
38.467099776049196,16943.94140565047,1.383252702980617,5216.03110972425,634.793837948168,0.21561532296766428,1,Bachelor,Own,Home Improvement,0
60.11556551584424,32228.1697599439,0.8735442508588083,3600.327471718092,587.6729884009997,0.25386936636642493,3,Bachelor,Own,Home Improvement,0
18.0,10372.968770752334,5.419200519634072,10869.355157762999,632.5472966820452,0.4254650791266859,6,Bachelor,Mortgage,Medical,0
34.6771938895053,17874.357762383603,0.11159584732344967,5485.2479937511525,562.7803008777477,0.3886566422140196,6,Master,Rent,Debt Consolidation,0
41.40542935074774,10000.0,0.3312151721578966,8302.061176559175,728.4405430785199,0.17673236030481795,3,Master,Rent,Debt Consolidation,0
36.23078201656181,15493.437270472738,1.0880723876787008,10444.386669022344,555.1936371640662,0.6082849629489153,3,High School,Mortgage,Business,0
33.86871947484259,30364.29060946921,1.9036164143236032,21884.327591489848,550.2428083376981,0.2449035246480426,2,Bachelor,Mortgage,Business,0
22.007836365541756,28358.914044475943,0.016468365665444188,15203.128601674389,702.0229119191117,0.3333229653363869,2,Bachelor,Other,Debt Consolidation,0
37.327867429401635,22594.388269496714,2.541100186445788,4699.410065215391,722.229997062405,0.46026605382444347,6,High School,Mortgage,Debt Consolidation,0
27.432360229840736,23985.3977488277,1.6361810226631188,3242.1183594700897,627.4877618145506,0.10060250013358726,3,Master,Mortgage,Debt Consolidation,0
18.0,10000.0,1.326022754395896,31758.156971210814,736.898815525303,0.319602222415067,0,High School,Mortgage,Debt Consolidation,0
46.94592220513731,18282.852171317576,1.101542667268389,2284.4310123792584,729.6787606398358,0.35798286673668056,2,High School,Rent,Personal,0
44.58385819842042,15667.193150059627,1.465802123685191,5642.02161051058,839.9138790123518,0.138604715372399,2,Master,Mortgage,Medical,0
35.5166097685108,15842.795838399728,0.35296304881277873,13577.86070939073,723.2926134619272,0.3957300097458537,1,Master,Rent,Home Improvement,0
37.29074688205703,29726.355263435722,0.23017475778515717,30061.753578793378,820.7203084781463,0.4169860073068774,4,Bachelor,Mortgage,Personal,0
45.74318012715561,14324.782192385966,0.6839596918958286,6962.339137926609,656.192917142297,0.17581530004434448,1,High School,Rent,Debt Consolidation,0
37.24339656778083,16279.461716881648,2.4723363969455647,8282.286821485852,789.9626176108607,0.5072143138254392,4,Bachelor,Mortgage,Debt Consolidation,0
44.040175547613146,10000.0,1.7748618420874638,4023.7841219834363,792.0766381505891,0.27791094985747616,4,Master,Mortgage,Debt Consolidation,0
32.0251779912615,19014.14414364473,1.3083261354771407,8966.87839715064,635.7386260189863,0.4121794278222474,5,Master,Mortgage,Debt Consolidation,0
48.119837385739466,12785.6819498598,1.6950269414400303,3228.835473083204,581.1459618721741,0.1378818163944163,4,Bachelor,Rent,Home Improvement,0
38.207857259326836,22916.248154499153,1.6385912766661004,4446.053098454631,598.7324171814655,0.2540166646766144,4,Master,Rent,Home Improvement,0
36.94051943605874,13690.343053058627,0.7335715603296106,14929.769374750054,691.512416409599,0.34240486268126297,5,Master,Mortgage,Home Improvement,0
22.29938911287968,23208.436244257937,0.20507555609832528,5728.096448131216,535.0292991871587,0.5615713057724966,4,Bachelor,Rent,Medical,0
37.869558543017085,20489.280370968965,4.541831188477941,16878.554618918788,604.6269134343761,0.030793418918346676,1,Master,Rent,Home Improvement,0
26.680450825055487,50818.761513752026,1.8321378260751175,7166.655008179797,769.7230337281289,0.36704680793084504,1,High School,Mortgage,Home Improvement,0
28.61717273471506,28243.22797748554,2.3929883428287018,2710.60714005896,716.6833965445423,0.2716497014661663,3,Bachelor,Mortgage,Debt Consolidation,0
26.84624371683879,10000.0,1.2472318790097663,20633.932752020097,414.73609898064336,0.1759523050757607,2,Master,Own,Home Improvement,0
24.33765068100775,11702.474310400858,2.8251171718999353,2829.1713312863467,516.7352935513632,0.16079908396288753,0,Bachelor,Rent,Debt Consolidation,0
56.24771403016962,22642.95408284227,1.7565321596388537,5006.888748607867,850.0,0.29179100345625103,1,High School,Own,Home Improvement,0
48.31339061988403,13836.648311298597,0.11060500336864748,6906.655110056112,767.9567407931723,0.45314604644504225,5,High School,Mortgage,Business,0
54.20367502144261,10000.0,4.416314884893553,18118.03076979171,591.7072785275607,0.257535212874426,1,Bachelor,Mortgage,Business,0
22.77104980444436,43250.89288630022,0.7292303307060438,5317.784997844755,501.15678301715633,0.07902470395104154,2,PhD,Own,Business,0
35.712537499108926,31574.717759725383,0.29674661603469804,3860.7867773739868,525.0492937478825,0.5586719588534822,3,PhD,Own,Debt Consolidation,0
22.064923747959043,28580.742668437928,0.1843205090136172,9229.29974417022,700.9161042841708,0.2600938427529496,1,Bachelor,Mortgage,Home Improvement,0
28.04305122802936,16257.969157920836,2.549078926005303,6828.275430034905,847.692835695691,0.08049046275316267,6,High School,Rent,Home Improvement,0
25.818730165834253,27278.070650606413,2.434577922927923,5575.222583198184,841.3257510227091,0.2748376352078609,0,Master,Mortgage,Personal,0
47.395840064415616,15487.98495145144,2.4090267328951054,9635.295840875113,492.43145065108087,0.26829822091517397,2,Master,Rent,Debt Consolidation,0
31.0377032189824,24402.201926740407,4.947999240916345,3093.6998858896686,620.422872307884,0.3450420491460029,1,Master,Mortgage,Debt Consolidation,0
45.68379333694016,13900.893353392092,0.8583162335808439,2043.721249916461,564.2952284228759,0.30088293769160435,5,High School,Own,Business,0
41.04120889588518,47011.344564452695,1.64711800300756,44845.74924344577,663.6950306969223,0.5436146803769482,3,Bachelor,Own,Personal,0
58.036387521047885,10045.516283174631,1.9325149866458733,8807.411612547116,516.8939187759405,0.2325081273044968,8,High School,Mortgage,Medical,0
20.20555776860276,40787.9475985194,7.7728887481525595,9314.659287136634,595.4181622821836,0.7040463870566369,4,High School,Rent,Home Improvement,0
47.59233239786799,22459.251773649932,0.748939367048191,4334.7035232051185,563.273888209697,0.1381520605052219,3,High School,Rent,Business,0
46.464408704007276,17244.809908689484,6.262242776961797,16616.62658853356,702.3604585920178,0.3160870259032038,1,Master,Mortgage,Home Improvement,0
25.266211619729653,23944.68029019827,0.3220620341711648,5288.08677865235,598.5141128637056,0.2970663918766811,3,Bachelor,Mortgage,Debt Consolidation,0
45.0713333647316,31782.59219369136,2.887859287170118,1000.0,612.8822305241904,0.25164147830298866,3,High School,Mortgage,Medical,0
38.361449630262285,43624.46380154798,2.00416516023949,5148.050238944333,701.091846857164,0.30205742606381014,4,PhD,Rent,Business,0
32.72523740046592,25759.828216109512,3.395402370221786,6469.599843945662,814.2520838124414,0.4448960048762777,2,Bachelor,Mortgage,Debt Consolidation,0
26.760645130280004,14110.182196861751,0.05821009210699763,7072.244074595603,850.0,0.2704275478494634,1,Bachelor,Mortgage,Home Improvement,0
27.80890548550814,22647.733549911936,0.16270438905594395,6910.4543684623895,695.6012675380858,0.5505291749125382,3,Bachelor,Other,Debt Consolidation,0
55.49812095785926,54633.17720609737,0.14448725516730473,4837.088680416739,641.1426008190723,0.28539477465745494,2,High School,Rent,Personal,0
35.006828189574826,43210.51047862402,1.797684961116596,4477.334417510952,781.624730679068,0.34536930428321405,6,High School,Rent,Home Improvement,0
42.82130001531459,34696.0712499391,1.847315944815523,6384.427279054272,766.716454701156,0.23192812389588782,1,PhD,Own,Home Improvement,0
27.091006183324467,32788.84057339441,4.731153927863306,2172.4680063314954,738.1810932508877,0.2482508460309262,5,Bachelor,Own,Debt Consolidation,0
27.201470537783614,31248.44973028978,1.2607335875145667,1692.4339263692536,492.0659568785878,0.27129029339512023,3,Bachelor,Own,Debt Consolidation,0
45.81984809249942,39315.6295494251,0.1409501996145357,8764.321567754507,770.817540317001,0.10135882469577705,0,High School,Mortgage,Debt Consolidation,0
21.504237884484677,17530.29151271646,0.47025363345537025,8882.052080292115,685.8201358611043,0.1494871861002451,1,High School,Rent,Home Improvement,0
30.847862320947286,11186.432814075675,0.016211717408530855,16375.153983687322,560.6297689794585,0.08809170343188047,1,PhD,Own,Debt Consolidation,0
35.34027411072232,22799.679329967814,2.9986083396973773,6604.772360926495,582.8123942525017,0.3033266129466012,2,High School,Own,Debt Consolidation,0
36.11372601840053,14635.556250116198,3.3812898281448223,3118.4714145498274,708.2032288872797,0.1306542716335755,4,Bachelor,Own,Personal,0
33.20906714983844,12997.205116760999,12.370502792558323,1716.9118977435255,398.83613562126925,0.4400090897726388,0,High School,Rent,Home Improvement,0
38.958197810959234,15365.2033900245,1.0627181628878168,3975.250878697311,637.452683563034,0.2361030324609335,3,Master,Mortgage,Debt Consolidation,0
41.92855755817811,76317.45523938784,0.038974040030043906,11361.84163901266,584.4937440817909,0.3052553133514439,5,High School,Mortgage,Home Improvement,0
42.3463754545933,23577.83411015755,0.5350528227766777,25672.07547418502,574.3059088440476,0.4041854820442612,2,PhD,Mortgage,Business,0
25.141961913321733,26395.634567784477,1.7723421722349955,8461.386518245881,604.2806874471792,0.557363328955799,4,Master,Rent,Business,0
32.15844902071203,11953.968526518296,6.5373387547954795,3069.0645512976653,502.0599628583231,0.2572399704621175,2,Master,Own,Business,0
46.94762861876938,10000.0,0.2186892198657371,4008.0636284318766,755.2480043815874,0.19320239199880035,1,High School,Rent,Debt Consolidation,0
43.94647187573872,14624.795344162343,0.259244987890613,4109.41211993964,437.2105155374743,0.07099119081342861,1,High School,Rent,Debt Consolidation,0
21.271405485189362,45211.09465204585,2.419706690253279,5855.924242044653,666.9287541800875,0.4169846934835266,1,Bachelor,Mortgage,Debt Consolidation,0
38.514799003522015,26033.455322658494,2.200469538485613,19865.03320928582,565.244212128339,0.17775899531036488,4,High School,Mortgage,Home Improvement,0
18.0,29711.74038153216,0.5767148817549609,21144.34050236215,848.3578680000456,0.3020541289661237,1,PhD,Mortgage,Home Improvement,0
35.469349020603694,31865.62175125001,3.3548424910798853,7059.964373161082,652.2686438484168,0.32331184991288375,4,High School,Mortgage,Business,0
53.97767016745977,16388.33876696341,0.2757186446085142,9381.135481051278,437.6667189642946,0.49120394654427596,4,Master,Mortgage,Home Improvement,0
25.521072827310135,44089.75810681753,5.200415345348557,4281.050428577451,704.6821076518621,0.47670380620928166,3,High School,Mortgage,Medical,0
26.65676954508418,16052.11989286947,0.4488685937670245,2063.323362312509,540.7423288955554,0.2444101289246499,1,Bachelor,Rent,Home Improvement,0
42.640297815728594,44494.29152689767,0.16970532151301115,33883.06743091381,748.4889061086502,0.5240017834235148,2,Master,Own,Home Improvement,0
19.57198484790354,27478.27792993859,0.8295831892011731,1263.9668644447438,711.7722665533358,0.333001457173847,5,High School,Mortgage,Home Improvement,0
28.67244970114961,10000.0,0.41611900090001885,1865.5808771610598,797.2595497386019,0.1728604073020507,1,High School,Mortgage,Business,0
40.96441137581753,15153.628037639386,1.4970712764874607,34102.45599963385,668.703175038726,0.11627293991973582,3,Bachelor,Rent,Debt Consolidation,1
28.65714152310597,10000.0,2.322123825321573,8211.511774960645,731.9148792846604,0.5316635043171027,7,High School,Mortgage,Home Improvement,0
32.640300127890285,39404.72714533128,1.3503064090237957,3292.057651762147,654.2754156442414,0.12267008889377631,4,Master,Mortgage,Personal,0
42.44185710315035,21755.72650826024,2.161195057373867,13990.907102001463,591.0346209729611,0.17396011953774992,2,Master,Mortgage,Debt Consolidation,0
39.21546083536561,10000.0,0.9080102274996512,15039.609676952585,756.5754931805673,0.0476906849411432,5,Master,Rent,Debt Consolidation,0
37.66818396295402,26578.913128613098,0.05663969044331971,2790.1523634554123,526.95160290746,0.5260546016907026,4,Bachelor,Own,Home Improvement,0
31.608777207299614,16838.410059261838,7.304256207361239,5290.794479965466,646.3692779327531,0.22241104136210765,2,Bachelor,Mortgage,Debt Consolidation,0
38.700611152689554,10489.154236862454,3.423090833528162,16333.878917263957,593.1434427820967,0.15087683946137415,2,High School,Mortgage,Debt Consolidation,0
33.762673199002435,50969.51146255006,0.15250724285572548,4215.297304835849,734.2094066957922,0.13028151010622535,2,Bachelor,Mortgage,Business,0
39.57805609925785,23240.295663076668,1.1926813185983267,10155.096644341551,555.3319355005679,0.24150441720951482,4,High School,Rent,Medical,0
30.03067974882022,19020.72206509586,2.01582034707363,25332.659944097282,609.116740737501,0.20168079879058087,3,Master,Rent,Debt Consolidation,0
33.17431025620459,18038.93235025666,0.42290993590979237,1195.1322584481984,654.3913502042495,0.11007075555386342,8,High School,Rent,Home Improvement,0
25.10042207447986,10335.711003265558,1.7254459560365298,6167.207026861964,798.7723052015139,0.19329176640250098,0,PhD,Rent,Debt Consolidation,0
34.64992389993764,11472.699668427187,1.5256317812530715,9989.689587664518,596.7483692836851,0.22411013244609207,3,Master,Mortgage,Debt Consolidation,0
26.88999136371155,41875.59141778992,0.4670575544911995,1932.0955909102,609.9107925070666,0.17274482225440882,2,Bachelor,Rent,Home Improvement,0
23.85953549838007,17379.70743254373,0.304462434663293,5304.500487476669,515.1798307296947,0.45222969975389643,0,High School,Rent,Debt Consolidation,0
37.586611478553884,22270.848285288568,2.8456037662417883,18687.290424234066,551.7005236242434,0.40889864224592265,2,High School,Rent,Medical,0
37.127397758576606,10000.0,0.7789466603242682,4612.604209803469,691.2981252415337,0.4672337024206253,1,Bachelor,Rent,Debt Consolidation,0
42.82873734948573,11395.273943906814,0.5595350408668942,2471.3969864293254,653.2068509198701,0.3328234648674563,3,Master,Own,Personal,0
30.68874430424901,29878.853248241692,2.6778931614175328,20023.571999948195,654.8103148200129,0.20043010742157077,2,PhD,Rent,Home Improvement,0
39.08052846836756,26605.038125695934,2.6641328134993962,11563.413161411956,824.1214931542984,0.26633237035667345,2,PhD,Rent,Debt Consolidation,0
40.50797572273663,52927.99052476653,0.6470376289709847,7668.796460013237,482.7722086829366,0.22591589855843414,6,PhD,Mortgage,Debt Consolidation,0
39.44773807831595,43108.616108201684,4.120352019176795,7489.718844176431,850.0,0.46107329423996707,4,Master,Own,Debt Consolidation,0
26.74346317197858,19626.667628823612,2.331108447848865,18446.42708681076,767.8274680554766,0.23219862048052148,2,High School,Own,Debt Consolidation,0
36.49363482271189,27902.645451277946,0.8485749385783147,10256.045955669093,617.420699912579,0.33212463051544144,0,Bachelor,Mortgage,Home Improvement,0
38.641402960546614,18801.619308666257,1.1154489308741613,13581.851296128829,689.1232786851178,0.5162221272182873,3,Bachelor,Mortgage,Personal,0
35.07178466907942,61537.67755150453,2.5944412546594178,4656.162472758382,581.7154915753285,0.20149556875864402,2,Bachelor,Rent,Personal,0
18.0,39124.62519148437,0.47545839538596885,1747.804998297703,681.9233209442547,0.567931024486846,2,Bachelor,Mortgage,Home Improvement,0
36.6048962397348,23976.81367370917,1.265085748394697,13326.781819965396,850.0,0.25301627320950554,4,Bachelor,Rent,Debt Consolidation,0
57.12531039397242,24347.81502467018,2.120081700908496,19550.23014237953,585.3711791747969,0.2792409044659851,2,Bachelor,Mortgage,Debt Consolidation,0
31.399607312430174,45361.77838401508,1.5508785404324101,6770.636815849007,626.7994391781649,0.23318158877687456,7,Bachelor,Own,Debt Consolidation,0
27.71922902144679,29430.561598312663,1.874662814584388,16484.985353561726,574.3233779402121,0.18228518356350917,2,Master,Mortgage,Personal,0
38.73348559711398,48017.173566430014,1.5802525020736982,6197.056904191193,590.3886388378403,0.25822320712699265,4,High School,Mortgage,Personal,0
38.123782104665715,10000.0,0.44435664407086034,7535.953689078774,609.7305968664384,0.6842421994862068,4,Bachelor,Rent,Debt Consolidation,0
46.92735165416414,27739.540542872244,1.0559616899792725,32923.535005031095,540.5114411326042,0.26003339317011853,7,High School,Mortgage,Personal,0
22.421318440911122,17022.351739814607,1.5185119819508066,6417.500284228256,623.6387933186195,0.1362624903212399,5,PhD,Other,Business,0
42.31380252574992,53007.516000702744,3.028825931572916,6121.390073803753,655.423239584938,0.06258059567913134,2,Bachelor,Own,Medical,0
40.904220612514635,47724.460471970786,2.1220795420643976,1815.3188050401827,609.6850094694795,0.03446148008382785,3,High School,Rent,Debt Consolidation,1
33.57853463059454,22391.07911110998,1.1123118684268385,14073.63584641129,420.090465078451,0.3457782951202703,2,Bachelor,Rent,Business,0
38.3868731792169,47468.209363794944,7.330312742469467,4592.257019766387,634.5682292629439,0.08017789996536046,2,High School,Mortgage,Home Improvement,0
45.29457481598357,53720.892262179645,0.2281198737751482,9115.941825926406,645.2728377955509,0.23677555435393538,2,Bachelor,Own,Medical,0
43.72315380028451,22861.35789265034,0.4633720404418014,6297.88240731603,839.7541694943491,0.1333006502680656,2,High School,Own,Business,0
23.569806879262714,75808.58973224007,0.8350124546696668,5672.390016694001,652.6818720180438,0.4309901315992769,2,High School,Mortgage,Home Improvement,0
43.20158186755484,21683.98879555289,0.5190240720506428,7374.743552865903,743.558607253266,0.4035639275427329,1,High School,Rent,Business,0
34.353113949674814,19786.190519299733,1.9640172126498006,7842.540689251377,607.4300291643926,0.33237587579359057,5,Bachelor,Rent,Medical,0
35.72874098015515,33959.92032541295,0.08070822743763202,20761.65900677773,779.8174338654001,0.2029245921572521,5,Bachelor,Rent,Personal,0
35.73196991001694,18455.258721807848,0.3906598825395896,27341.73272948655,555.5456852666042,0.2947301709715647,4,Master,Rent,Medical,0
33.4975701120174,22986.672901294707,0.6944317522194993,13637.410699377768,700.4989201118751,0.35502302764637833,4,High School,Rent,Medical,0
46.91707497107065,44565.585385647966,2.299889747103358,22409.60029839473,734.036538108164,0.27857457818426046,4,Bachelor,Mortgage,Personal,0
34.16282040150788,22239.147729359735,4.172769300036269,16047.654432438154,719.3606125501159,0.31401882116038493,2,Bachelor,Own,Debt Consolidation,0
23.804538716168313,10000.0,3.2038501150031955,12036.407350854504,850.0,0.19438182032396104,1,Bachelor,Rent,Personal,0
31.064701440302713,26467.151946910206,0.40198377535609836,25954.865033661208,591.5635341640152,0.08404727967092551,3,PhD,Mortgage,Debt Consolidation,0
36.78694716810475,15550.57991488615,1.6666849224540796,2844.721057725086,791.3783310281326,0.21197711364311314,1,Master,Own,Debt Consolidation,0
47.29214784297051,33949.709581413816,0.06096510694679286,4686.448096428562,765.564512272555,0.41678342742777924,3,High School,Own,Medical,0
41.03094684948834,31197.55040057264,0.7436838388670346,4201.844096549229,654.9466408014038,0.14767090188607365,4,Master,Mortgage,Home Improvement,0
26.49464721252956,45967.97209118958,3.2796271831892954,6367.038117250946,833.9261040124891,0.18161646346818622,0,High School,Own,Home Improvement,0
59.85189916678891,34674.719314407754,1.2200610400087246,14026.73298103142,635.3441846032132,0.22682301376025577,2,PhD,Rent,Business,0
37.6477531097798,37991.66763224391,0.3248997985275022,3320.654689991592,652.2316556559239,0.3563570149090546,4,Master,Mortgage,Debt Consolidation,0
47.753907379990146,15763.487388533249,1.1544771575180441,12115.481268220834,649.4516361950742,0.1950834153344788,2,Master,Mortgage,Debt Consolidation,0
33.482855664227706,32925.18837545323,0.4413754523013471,5066.225111267473,522.6814308894399,0.1259982520562025,1,Bachelor,Mortgage,Debt Consolidation,0
40.33359244705449,58937.075964149415,0.9990839085135012,6138.580205118671,726.1514034261711,0.5110859533566673,0,High School,Rent,Personal,0
43.39468504518405,15610.125382710643,1.3382109165702019,9512.219657221158,710.5398141825608,0.23157478394108577,3,Bachelor,Mortgage,Debt Consolidation,0
47.18194711754256,54169.275059203515,0.860206640327956,31101.101366347564,639.5320680192144,0.4239076855360392,0,Bachelor,Rent,Debt Consolidation,1
45.57368305378225,16736.126985462255,5.52825564749045,4583.060833713894,826.2534547467354,0.265816921534991,3,Bachelor,Own,Business,0
43.721970000729776,14386.05160336093,1.6534956542798245,7600.165369673421,606.2779942604818,0.2702274425595189,3,Bachelor,Rent,Home Improvement,0
31.849132688058916,25542.530937397165,3.7016522035036252,3420.0820449568128,477.0202585388925,0.32750344440835705,3,Master,Mortgage,Home Improvement,1
29.282539580439387,31506.690782876405,2.8603131703793463,4547.995324903066,840.220597140154,0.20417025975188632,2,High School,Mortgage,Debt Consolidation,0
38.326075103241976,34747.92239412312,2.1644917595796183,3395.230229775676,751.1109307202984,0.29993460470802125,4,Bachelor,Mortgage,Business,1
44.33128072341069,13617.605949404133,1.3738879140029263,9855.924942902971,712.6041662451585,0.4457484417727964,1,Bachelor,Mortgage,Home Improvement,1
32.77279299223393,27371.84060112095,0.004352299758193683,11387.22071385964,616.0554633085144,0.15019416964271856,5,High School,Mortgage,Medical,0
45.651719657143865,15634.303388186307,1.901079173319387,14039.632154000445,684.2091601070334,0.25965436667972647,1,High School,Rent,Personal,0
49.52616745486179,10462.355170361965,0.8799809765875765,4434.101278588157,523.9621706354756,0.272648836771253,2,Bachelor,Own,Debt Consolidation,0
25.836790809265803,13844.341085452319,0.2505872143445067,12165.440473652008,627.4857015677321,0.43824875885341374,4,Master,Mortgage,Home Improvement,0
26.6307929620372,15131.740204995278,1.1762279859396922,8870.443398386835,559.6302456812219,0.2324863475391343,1,High School,Own,Home Improvement,0
33.59624941094663,28589.57958313559,2.6602312890826583,7737.22211427222,676.1881263714354,0.3253848187952635,2,High School,Rent,Debt Consolidation,0
38.076126681891964,39187.25445812733,6.523451555838216,3001.4828773975955,742.3468458505721,0.22667065196771888,5,Bachelor,Rent,Personal,0
29.75432986232949,10544.890249787517,0.9371449592488102,9160.012290770905,545.2374813825029,0.06207545632185227,1,High School,Mortgage,Debt Consolidation,0
48.52202678867144,26264.684919489748,1.5649331960393287,9395.304253370894,722.491268076842,0.4684800842496206,2,Bachelor,Own,Debt Consolidation,0
39.24066861518451,12230.044987322353,3.8109009527379567,8790.112204666757,669.9748260387656,0.35124695204061324,1,High School,Other,Debt Consolidation,0
35.39447048240739,30168.170919363936,0.812929474992407,11159.434982236524,718.385238162556,0.24114206286586604,2,High School,Mortgage,Medical,0
20.640904761314722,16133.202741974283,0.306902087524551,14124.646473201934,625.7775234638779,0.3110723091215032,0,Master,Own,Home Improvement,0
21.841841835724928,13021.218406445367,0.6622422860398509,3366.339909389037,720.4015402666774,0.12463375124123743,3,Master,Own,Debt Consolidation,0
37.810092502818065,32854.11418666204,4.58770327790389,6813.376769887517,580.4193435352057,0.20076513175764119,4,High School,Rent,Home Improvement,0
18.0,16424.652679384468,0.3472623161771956,12241.830325101788,481.7747903477209,0.4556315131727828,1,Bachelor,Own,Medical,0
45.12637409644071,18807.632008223285,0.7986312927513591,6537.3302555378095,504.60679946646536,0.21351157528077108,2,Bachelor,Mortgage,Debt Consolidation,0
33.418461556276796,10000.0,1.2496328823360896,17457.748089060784,599.723367882924,0.12474336948709977,4,High School,Mortgage,Debt Consolidation,0
67.43092969594733,35357.84890306393,3.7561153087164376,8709.26601751806,488.7476512227121,0.07794216502824929,1,Master,Mortgage,Debt Consolidation,0
58.079162506161104,33204.95067765306,5.552014193355028,1696.0577849752144,805.0372565053956,0.07406010068171871,2,High School,Own,Debt Consolidation,0
33.18550930752483,22086.65639537249,1.1095909324677748,15859.803974296772,641.7168837250586,0.3905349474580394,3,High School,Rent,Home Improvement,0
33.93662997468685,10262.066680847644,5.375144085043105,7378.439301847512,741.9272580733093,0.37101572268435673,1,Master,Mortgage,Debt Consolidation,0
44.9558151400203,40323.29373106508,0.35218383039415596,1966.9341363254953,728.7068355509243,0.48028969048123077,3,Master,Rent,Business,0
52.031726099180375,15785.835140579004,0.34122623824848614,6622.101937623429,650.6417141756979,0.13082677839928647,2,Master,Own,Medical,0
18.619709425639833,17559.023827410154,5.961719623260053,2937.483369848765,850.0,0.06697347776506794,1,PhD,Own,Home Improvement,0
18.0,69984.00732755415,1.4253946242672975,14801.814128277538,850.0,0.10036520700066096,0,PhD,Rent,Medical,0
28.779651944456184,15493.591688179507,0.4113633900162024,7874.045231373195,789.189247873682,0.259127575141703,2,Master,Mortgage,Home Improvement,0
40.82737583173864,31923.732612634492,1.3388236932997635,3869.9764787329973,559.481139420822,0.5112260158147481,4,Bachelor,Mortgage,Debt Consolidation,0
39.968735905075974,29174.377817274562,3.057662930881813,15501.288764850662,793.2966862601229,0.14867656862255757,1,High School,Rent,Debt Consolidation,0
45.6977145498385,26771.310689294885,3.508006953318737,11693.875623995234,475.1467558544888,0.6578346221947003,2,PhD,Mortgage,Debt Consolidation,0
23.003024716346918,25361.822504217987,3.989748729485526,6710.228012451798,789.6746418015134,0.0683658294336307,3,High School,Mortgage,Business,0
18.0,26587.442077495605,1.6859453361376804,2991.475576120081,394.387821858234,0.2508758221364402,2,Bachelor,Own,Business,1
43.58014195302145,25234.573448726314,4.0340006522198575,4129.951593444303,618.1043463862886,0.08905658186905363,4,Bachelor,Mortgage,Debt Consolidation,0
26.718037270347654,21462.034599452432,1.4268230807936586,4080.7401988706015,770.9124234862323,0.05896217893612167,4,Master,Rent,Personal,0
18.0,46893.83810224702,1.868196204234932,14723.465059007682,688.5199978184198,0.11119698653471016,4,Master,Mortgage,Personal,0
36.450637459593814,11426.262576107098,2.84359274933078,2111.770916727619,502.1424997498898,0.17251462352116642,1,Bachelor,Own,Debt Consolidation,0
42.931756882186775,36707.2312716383,1.1082851113563739,7802.598878623914,667.0298682935095,0.23918943597938272,5,Master,Mortgage,Personal,0
33.77942867878723,33228.763468085424,0.1528583774091736,6632.73480374558,688.5623913307463,0.3002390761412494,8,Master,Own,Personal,0
30.421516138175107,31232.033463603104,0.8620777649525625,18553.824405906966,670.4785446784872,0.18867332581640212,2,Bachelor,Rent,Home Improvement,0
33.406377678540935,38502.93356320913,1.956035574022451,9761.381789120604,609.2719944038688,0.05478862502081109,5,High School,Own,Debt Consolidation,0
31.294172375992172,21029.895558319626,0.4272093073035587,12433.730101643105,735.5081449418037,0.08206153806634583,6,Bachelor,Mortgage,Medical,0
21.51952888059833,10000.0,0.32124231810086673,5322.572387814095,764.4911587325964,0.053751350406290394,2,Master,Rent,Home Improvement,0
27.853193230095684,21244.507495489994,0.6936770880658544,3026.6190487021,634.5809931987491,0.2262894434415623,1,Bachelor,Rent,Debt Consolidation,0
40.212799050138145,13418.677935610243,0.06527669063340608,6245.517087042119,801.9654833974771,0.3545709196720469,4,High School,Rent,Business,0
38.216785413765,15276.491081272949,2.7206521345727777,15089.130191886336,634.3739272233419,0.2187339606501083,4,Bachelor,Mortgage,Personal,0
36.6805980596682,11834.688046952506,0.5987418492093596,15061.732053321244,601.0185644726624,0.28212037257139133,2,Master,Own,Business,0
25.048515181466207,17349.649280288228,0.26532273472479734,5741.8109904034645,785.6910027422871,0.16995471154177366,0,PhD,Own,Personal,0
33.184968378643326,16345.177080236894,2.402150120113214,4070.027178917915,782.0423022977228,0.20350254447887928,2,High School,Own,Personal,0
18.0,10000.0,3.7021021197778112,3479.544592824773,587.9891199301803,0.192388610958517,2,PhD,Rent,Personal,0
36.784766638853895,31260.511157248166,0.040151544751829554,7264.092961908123,573.4749104360733,0.5625934178977445,5,Bachelor,Mortgage,Personal,0
49.288577078135674,66846.94813134157,0.5321015063765966,9038.431551342175,826.4384900142629,0.3887922885567943,4,Master,Own,Business,0
20.258678679578942,29825.487636235317,5.809310257905521,26332.34236543471,639.7338038575186,0.14088541192480952,2,Master,Mortgage,Debt Consolidation,0
29.140723266822448,19901.25395881021,0.9730926514746006,8943.341841519761,650.3285734416085,0.0694679011777082,3,High School,Rent,Debt Consolidation,0
38.2910677871013,21431.708332556045,5.580432382603819,13240.198145427054,624.7752562652064,0.09991731114764844,6,Bachelor,Rent,Debt Consolidation,0
47.528426344274834,17845.507341795852,0.6409961191888647,4339.9825644416605,782.1610837244018,0.06817467546141294,3,High School,Own,Medical,0
30.517753836998505,23040.775933994486,0.49197406535707366,8377.969021868756,850.0,0.28342115125893397,0,Bachelor,Own,Medical,0
28.077496707341037,21622.63481200955,0.4818728489460949,9063.972461086869,656.9986629296087,0.42816608575465986,1,Bachelor,Rent,Debt Consolidation,1
18.0,14464.83462825059,0.17816229408221465,7241.441572074105,850.0,0.2756002319706077,6,Master,Rent,Business,0
36.03438129308106,51095.11600763021,4.535059325760859,7962.871559809649,594.5492450781487,0.3448745776502626,1,High School,Own,Personal,0
55.42076040143744,10471.608088077714,7.807615946085624,8964.026346805807,621.719796357105,0.4749081115619034,4,Master,Mortgage,Debt Consolidation,0
37.77358461964676,31544.854729054867,6.180473076342503,11906.377387630715,717.3087593520177,0.46618671387805455,0,Bachelor,Rent,Medical,0
34.77721020816287,20939.67966058612,3.821466314527688,20646.36254086226,568.3009270216662,0.13520255702290995,1,High School,Mortgage,Business,0
38.22082310766986,56977.73790932918,3.753169992199338,1322.8737952243453,716.0212319449295,0.10578744971317844,7,Bachelor,Mortgage,Debt Consolidation,0
34.88907996051398,26119.365715726803,2.164014637861779,19751.60457456596,598.1505320030238,0.030627102100718676,6,PhD,Other,Home Improvement,0
26.869856277398704,18398.919727440792,3.4998579285219917,2061.838845262105,495.5874419998112,0.1517251240045671,5,Master,Mortgage,Home Improvement,0
43.232799156777055,19460.58468531542,0.4672525176755809,10373.505191898708,475.74969782095025,0.3234132510926902,4,PhD,Mortgage,Debt Consolidation,0
37.25761523111754,22470.381590589055,0.9817604917076389,53343.27397817819,617.6209675618661,0.4632927836448229,4,Bachelor,Mortgage,Home Improvement,0
35.176132519336576,12439.157668954389,2.0479539737963526,7831.957590218819,691.7611695831195,0.18385442661697052,2,High School,Mortgage,Business,0
25.246339727217503,15011.400690681361,4.155227746752601,9358.266146292353,513.8810254641548,0.3509415696308596,1,Master,Mortgage,Debt Consolidation,0
48.03507931934759,10000.0,2.1603827743768673,6322.00844675437,667.8591422495675,0.3907023819216233,3,High School,Mortgage,Debt Consolidation,0
41.6470274533311,13884.266212025572,3.652974620936461,13819.140153125685,668.1421720061284,0.25609490115209416,2,PhD,Mortgage,Home Improvement,0
29.470791626326978,23085.344105015294,1.2847161867543033,10826.659483222154,633.2357934243871,0.30742326695460737,4,Bachelor,Own,Debt Consolidation,0
45.01824853681937,25593.34215677939,2.5267644716479825,4718.103533914618,557.3753018190996,0.12597115608917442,1,Bachelor,Rent,Debt Consolidation,0
30.024291616147927,10000.0,7.822127568764239,7394.690752796354,674.0236924150314,0.1919651337166896,7,Bachelor,Mortgage,Home Improvement,0
27.17996507488963,20565.99265153842,0.333263119276485,3311.8121535660734,635.766416164892,0.1283552458428121,0,Bachelor,Own,Debt Consolidation,0
27.402968825197128,29193.605525178682,5.232420041829425,7367.596871490785,748.1743341231497,0.1400000436041593,3,Bachelor,Rent,Medical,0
18.0,20303.405372722365,1.477812467319016,5793.560090664497,520.7193479934995,0.04985816361200948,1,Bachelor,Rent,Debt Consolidation,0
39.71542380418206,16044.247885263156,2.061260828221068,9038.35765249792,661.3964933313364,0.15361020373002165,4,Bachelor,Rent,Home Improvement,0
18.0,17924.42214330922,4.2053221928381115,4591.990560175823,522.8156916688515,0.5167788213402792,3,Master,Own,Home Improvement,0
22.715561687342372,16808.135808962637,1.0540935311674553,6825.730504358004,626.2926009701242,0.4583206091203985,4,High School,Own,Home Improvement,0
18.0,16020.664840969717,1.0849510621449567,8160.153182527459,540.4920011631336,0.3420886962178315,0,Bachelor,Rent,Debt Consolidation,0
34.13930307209107,24026.478274511697,1.498088792853212,8627.70795453074,558.2720766855874,0.6279734136849692,2,Bachelor,Mortgage,Debt Consolidation,1
33.49679539728128,69831.754013899,0.03857377300023628,10091.280090693665,649.6153850561392,0.10992014336139641,3,High School,Mortgage,Debt Consolidation,0
31.73303786813636,15186.316050892232,1.373003345657064,7049.175000655686,593.437370035322,0.2583189327750924,4,Master,Rent,Debt Consolidation,0
24.574223053294237,18787.155245174563,0.6880456836448349,4318.420860474138,796.6694833534111,0.22871183345389687,5,Master,Mortgage,Business,0
23.2776624656336,21464.400054201564,5.260906013369584,8652.976269291874,767.9164796432357,0.14208972395708494,5,High School,Rent,Business,0
39.64369863546574,15620.23991609497,0.18365017684935808,7022.775150767448,730.4752277653815,0.13555626129338239,4,Bachelor,Rent,Business,0
29.494480682915125,38143.77690923915,1.2298570537660867,18392.835884682838,728.4955460894954,0.24593931317124598,5,Master,Rent,Debt Consolidation,0
38.16358321536145,10000.0,5.89267202914135,20345.055751327243,663.0263904464322,0.13131876958875452,2,Master,Own,Debt Consolidation,0
26.147513138757773,16889.888610966216,4.625983112152654,2703.5896031212133,780.4796026936451,0.25667649731811587,6,Master,Mortgage,Debt Consolidation,0
36.81062742771083,33161.89875984039,2.416955488525187,13276.138945940294,620.5957215826681,0.5964102630142671,4,Bachelor,Rent,Personal,0
48.032780373160634,19014.41863369235,1.7800818451569556,15587.0438990217,850.0,0.5899312481838623,5,High School,Rent,Personal,0
40.861658003927836,14611.738924755626,0.6590395461783457,2760.963420798445,555.7808513523795,0.5026775214237443,2,Bachelor,Rent,Business,0
30.875861817835197,27457.053642341143,0.914434213534517,12881.896790130062,537.1174407142299,0.019918283314711488,4,Bachelor,Rent,Personal,0
37.571989703559275,34654.110186996404,0.18891778696181696,16593.46022236759,510.50258320559027,0.15640193055479598,3,Bachelor,Rent,Debt Consolidation,0
32.59334825469787,24472.80359479525,3.084570912689733,3790.611723604492,527.9133360760133,0.0952945786852416,3,Master,Rent,Business,1
35.07880184694728,14755.775140592166,0.7827391409282706,6707.131897157716,487.06441678037197,0.4557462533000728,4,Bachelor,Rent,Personal,0
31.743889478514966,27669.93322669546,2.2039271902364317,9405.556857577183,671.4096525379224,0.32525523254909255,5,Bachelor,Own,Home Improvement,0
33.356647941146086,18015.27611226355,0.8850719724869797,12789.329226938562,735.3821885868888,0.27252136134542804,3,Bachelor,Mortgage,Home Improvement,0
37.12093353074175,31971.285184441414,1.248475606329771,3674.779727083198,653.4137411111114,0.3134156338962809,1,Master,Mortgage,Business,0
25.066413004180493,46241.33816251582,1.6193731054666842,20447.284354509757,511.4709091221869,0.24742608773004796,1,High School,Mortgage,Business,0
24.841211730100216,10000.0,3.237486227601201,1598.0213647976536,603.0320517281237,0.4529964604004834,4,Bachelor,Mortgage,Business,0
21.114574461687887,23284.280066437273,0.4743743498327758,23365.0463563432,734.148595028411,0.05493913907902186,4,Bachelor,Mortgage,Medical,0
18.9972889549629,10000.0,1.0175400985812804,12584.409357808301,615.8071221636343,0.5004735853326552,3,Master,Rent,Medical,0
22.82717307779521,74674.52578393518,0.27871166504903677,4927.479068314599,570.1618636615451,0.12344168099767427,2,Bachelor,Rent,Business,0
36.59462506804129,17429.818634609623,0.15756809423440768,16179.894564234022,498.6215669732502,0.24504985700360654,6,Bachelor,Other,Medical,0
26.07212484508116,31990.25553615286,1.8560908779233096,3504.351514599758,607.7256259586065,0.3077444725605231,2,High School,Own,Medical,0
40.13614464231096,21640.92701777508,0.4191989860335449,8883.481709240023,579.7437379045675,0.31897564193153627,3,Bachelor,Own,Debt Consolidation,0
35.34713748752562,14742.027536478327,0.12332392092530958,9806.531272442056,641.3626845155585,0.0480807599233274,3,Bachelor,Rent,Business,0
18.0,13890.681191510537,4.54795506290043,9787.955235708672,697.637940267984,0.19773252350919598,2,Master,Mortgage,Debt Consolidation,0
41.549755842216896,48671.04562402442,1.5284891863047476,4139.06813909253,621.7528687653994,0.047074060488766264,1,High School,Rent,Personal,0
43.1079864559171,35524.18567415831,0.28919209272867186,5448.732338239707,668.4807196385667,0.0797299534108893,4,Master,Own,Debt Consolidation,0
25.061373251651467,58208.81272736102,0.109812526502195,8967.802062000954,697.2005149507936,0.15612426143480337,1,Bachelor,Mortgage,Debt Consolidation,0
39.20191542894992,22645.731707743656,0.25534870788418823,4530.578912775969,527.0191048533742,0.2602170478656958,1,High School,Rent,Medical,0
26.43501762590801,25436.992995945595,1.2748091114974807,10068.45185358342,838.6041297114942,0.36367319107924595,3,High School,Rent,Debt Consolidation,0
35.97670376748336,19271.916607878466,2.2080453277899057,4957.7100290592925,575.8572392482758,0.20155050218818102,2,PhD,Own,Business,0
22.355015930450342,19081.201189448464,2.050426696272361,18033.7453040448,701.6556249705848,0.047340726973932476,3,Bachelor,Own,Debt Consolidation,0
18.0,13082.837474177015,0.31195856936349803,28286.726927755702,536.4015733119772,0.4189035454169702,5,Bachelor,Mortgage,Home Improvement,1
31.171828103870315,22971.39661338084,2.0074532261115667,6387.055610015494,661.0142613674989,0.27123843521320995,4,Bachelor,Mortgage,Home Improvement,0
33.762710537251635,14844.38120440219,1.0379361145676012,16919.244972266966,664.6731954572776,0.34057538109502594,3,Bachelor,Own,Personal,0
31.02320306385396,27472.875764859487,1.2500194777488574,6837.35586707717,815.9099315371114,0.21012740246768527,2,PhD,Mortgage,Business,0
23.159694417774404,23980.71175875099,3.2332312840794675,3830.9000041840013,626.7380995041474,0.44149535308209736,4,Master,Mortgage,Business,0
31.00100937868863,25433.97154591076,0.8084298978047777,5764.223938265761,779.946954919436,0.09115548463398823,3,Bachelor,Rent,Debt Consolidation,0
37.69294752580734,50897.290528017686,0.31798922889858516,8677.214036563006,679.0458269397278,0.43065394161347587,3,PhD,Rent,Home Improvement,0
34.55106969877463,21614.961698588384,4.134285107571688,1939.9817959032903,835.2107018212745,0.3797291393697706,5,Master,Mortgage,Home Improvement,0
36.82501030599214,32156.294678254504,0.4768458165381028,13366.747996796375,471.99006997196864,0.14659303490520464,3,High School,Mortgage,Debt Consolidation,0
28.29884799545767,61436.21321445469,0.6963647039029051,8680.346091473499,698.2169182343971,0.17709055294637113,1,High School,Own,Personal,0
46.717179147161595,42332.421393193574,2.452369062886203,18041.594307796455,382.7105187155269,0.5533627210246511,3,Master,Rent,Medical,0
23.238266634452195,39205.991136977114,2.3011820593627963,13180.714836164925,644.1930530075945,0.28021260382277885,2,High School,Rent,Home Improvement,0
39.875602970867185,18895.06190874059,3.2228800434743747,8919.17429737994,752.0992470381469,0.43541967914769014,3,High School,Rent,Debt Consolidation,0
46.81891092959962,24706.497081990994,0.40635501554616105,6095.658355315597,794.5616878700554,0.28826163715397946,4,Master,Mortgage,Debt Consolidation,0
39.80908092748896,11394.224167130893,0.8685932201342691,27399.755729711513,723.8624553603253,0.5940250195417246,5,High School,Mortgage,Medical,1
32.9747577293517,28267.194335926175,0.26908263675582667,45977.073519087644,620.9437790448238,0.6605478814817279,1,Master,Own,Personal,0
29.71702953337021,25266.38382925582,1.5575807210156893,6177.5712769583815,704.5128837591435,0.5989586574499941,3,High School,Own,Business,0
45.36087651046256,22285.52319548639,0.6922348637654092,18654.352557873386,850.0,0.4994929472101274,2,High School,Mortgage,Debt Consolidation,0
20.77025074738327,36812.67131574175,2.335510892235622,4603.629406663504,657.5378690592735,0.20446978086150908,3,Bachelor,Own,Debt Consolidation,0
25.298757396203563,12041.479444784643,0.0006888545856235284,5063.69248894725,746.1036435624094,0.1730025760229717,2,Bachelor,Mortgage,Home Improvement,0
31.024422345082787,49882.79464450101,0.12307644977592007,5949.152424930166,607.0647710484965,0.09866445968779505,8,Bachelor,Mortgage,Home Improvement,0
47.37653757511998,34574.86818089186,1.1332415833878864,14013.07568322435,757.0427803705896,0.09051109207710965,2,Bachelor,Mortgage,Business,0
38.79767636040896,21262.133724058513,6.34895993524727,3429.1557215095354,740.6055958345189,0.07482245451435852,2,High School,Mortgage,Home Improvement,0
25.319542414897548,20447.89467086562,4.430089813282493,28000.324590370703,588.9486333324655,0.20283138111158516,3,Bachelor,Rent,Debt Consolidation,0
31.896922946150962,28009.684591533547,10.235003239829112,17159.338200578964,727.730612160359,0.3068245120422409,3,Master,Mortgage,Debt Consolidation,0
28.856768559037057,47118.71824536,1.07855385105853,13755.749543912327,732.478389228834,0.17917225410752832,3,Bachelor,Own,Medical,0
27.90211007766465,23174.40832456436,0.09537536542590327,6405.730550273107,723.9942716268342,0.15821839074329197,2,High School,Mortgage,Debt Consolidation,0
44.78889558556779,23671.224918252617,0.7304402490703398,15734.17019553879,645.8854058226988,0.07316485673211776,2,High School,Mortgage,Personal,0
21.282568707364945,22226.915398157034,2.25260953358795,1000.0,772.9092257804729,0.09007653854355514,2,Bachelor,Own,Debt Consolidation,0
51.087808557343735,53691.6114186145,0.2904303308754248,11530.15539697839,556.5074693783346,0.6779561515199417,3,PhD,Rent,Medical,0
43.28229690184623,18316.51605607331,0.7132704001999185,9210.483766857353,650.9748046881404,0.17847029775035864,2,Bachelor,Rent,Home Improvement,0
45.90861670603698,21703.877293564114,0.1156103001878133,1791.8924013195806,661.1402508616728,0.11107575798627659,5,Master,Own,Debt Consolidation,0
30.370604879747418,45785.275699267084,1.2885884686854918,11214.943243624066,767.1372942426202,0.2000496406462683,5,High School,Rent,Medical,0
33.500592809208904,23706.520522315153,0.46871407039883684,13000.1136758404,553.3524773147997,0.10832358619926084,4,High School,Mortgage,Debt Consolidation,0
20.66848185475288,38891.43906835437,0.19136615782291627,1839.0672709829723,674.1095142908435,0.2607472675651697,0,Master,Own,Home Improvement,0
29.75337592933197,13965.705154911078,1.0593911245436636,3135.6220858763313,600.7666955941443,0.2389616704899906,4,High School,Mortgage,Personal,0
39.93654847643151,19877.699201577485,0.8653398657759677,42256.409333481824,660.9452668065551,0.37950440756324394,4,High School,Mortgage,Business,0
47.96063061781396,46268.51648353618,1.5422941458349178,6980.7885567237745,689.2293351111018,0.13988157365926956,3,Bachelor,Rent,Personal,0
23.928431831975484,15706.503513899414,2.7649127138879974,17685.50837959408,522.1573659321813,0.33211292300651885,1,Master,Rent,Debt Consolidation,0
31.34494063014734,20421.641597038113,0.23884842025317388,19959.121571073218,776.4060459872788,0.1676979429722132,6,High School,Own,Debt Consolidation,0
33.48700779767478,25042.824426682742,3.132044235463786,11104.98572861483,692.7831342999019,0.6901112493922978,4,High School,Mortgage,Home Improvement,0
21.042107978075148,13432.369952544657,0.05328348055649867,18284.209197578904,564.1403980669012,0.7316764126063288,2,Master,Mortgage,Business,0
40.913492417584,17909.649784734345,1.1707460092352207,1494.7127299305077,615.8820797166571,0.2940674264898625,4,Bachelor,Mortgage,Debt Consolidation,0
27.76009668257391,23302.55618187112,1.7707001719955464,6738.391129942107,799.4196473161177,0.24345482761633527,2,Bachelor,Rent,Business,0
33.04609648822976,22546.629526397868,6.293048613101278,1000.0,691.5850936273155,0.2126971035260979,1,Bachelor,Mortgage,Debt Consolidation,0
30.480506280881222,41780.12430855362,1.7062705218709626,2004.4501612600582,553.5120256482976,0.06784795356879432,5,PhD,Own,Medical,0
27.106614942803255,47606.6909927815,0.3457308781189705,5235.346982625985,571.6494906168911,0.4707133270020913,6,Master,Mortgage,Home Improvement,0
34.929550145194455,14356.49258767599,1.457722010313294,4758.522256939641,712.4791982464614,0.3519463180679911,1,Master,Own,Debt Consolidation,0
32.84390421431978,23286.620789441,1.007646883364869,8376.020762149743,724.4795441131278,0.7103377372885532,4,Bachelor,Own,Debt Consolidation,0
31.281421177213346,30857.16188370602,1.3053758832400166,7970.317363217277,686.2865436304784,0.10636224681914205,3,Bachelor,Own,Home Improvement,0
27.71538378319657,47012.73177788515,0.43904277520147367,9018.145055732282,620.8536769853715,0.15101594004944777,1,Bachelor,Rent,Home Improvement,0
38.195246707829554,31547.35876630709,1.3896052693817103,9318.600345724944,730.9683520961692,0.44945921489239804,3,High School,Rent,Home Improvement,0
51.536172684922846,25475.09789310407,0.32513142422148583,10575.953651743013,618.8109051536305,0.3117484363595161,3,Bachelor,Mortgage,Business,0
36.39887232839127,30738.501427675754,2.725492265225235,3762.2191361460505,564.5308608055093,0.46260976932527426,1,Bachelor,Mortgage,Debt Consolidation,0
44.96118214911129,30849.76516559111,1.8023425197733212,4537.657299410384,808.6614559730617,0.06089197409356886,3,High School,Mortgage,Debt Consolidation,0
21.097780748465375,13851.417512590766,0.1635651057691857,7867.51513413924,698.8796144230723,0.3945457585433009,4,Bachelor,Mortgage,Debt Consolidation,0
36.5776143929377,24255.51749986352,4.407552407616587,7965.9034185715755,571.5209088256787,0.20530259736393738,5,Bachelor,Mortgage,Personal,0
24.026316810289334,45687.521957518846,1.916203538044841,3409.967732977875,663.4255236678174,0.13223449099121404,7,Bachelor,Other,Debt Consolidation,0
20.230750724680988,19857.19354446069,0.7599077739077222,19249.637431483807,652.7294443000278,0.5742123952748052,3,High School,Mortgage,Business,0
27.606285925409637,23499.23910914302,0.09343366901451547,14470.111743778407,615.008250665298,0.33466947851726486,1,Bachelor,Rent,Home Improvement,0
46.91899334413573,19511.157789355133,2.000577103501485,4073.3728760278327,673.3549877428981,0.30825886941271585,3,High School,Rent,Debt Consolidation,0
44.500158286696454,10000.0,0.9350223123927002,6858.93313994159,557.1472339042493,0.41310612981364675,5,Bachelor,Own,Debt Consolidation,0
37.430047220544,22254.401508057774,4.763648519553336,40442.30706683844,737.3640132568261,0.08218153259269326,5,Master,Mortgage,Business,0
19.67299440110069,25614.041221678657,0.07100117486475331,9213.836773330986,649.3838827096346,0.20961817921348103,3,Master,Own,Home Improvement,0
33.03719348612063,17047.405559920015,0.07977493628185406,11120.535956388389,489.0545676871886,0.11389346271127301,2,Bachelor,Own,Business,0
38.01700008901736,12365.696732998937,5.963630607063893,4978.338894697306,627.184779408058,0.10362415335453964,3,Bachelor,Own,Home Improvement,0
36.75536229578598,14181.545279119968,6.6976242710737806,6307.598603787001,588.4133522154544,0.2650184504771011,2,Bachelor,Rent,Business,0
18.0,32276.471526736048,0.05626862177420081,27148.05784710346,350.95936954311793,0.37517401684153834,4,Bachelor,Mortgage,Debt Consolidation,0
26.09682151980128,59057.237900770866,2.5177961442202386,8871.82267536766,634.4185785617015,0.2105013054126279,1,Master,Mortgage,Debt Consolidation,0
34.35922235851283,43967.968996885655,0.5007593508711696,7656.095637580077,753.6777844744502,0.8834792043020467,4,Bachelor,Own,Debt Consolidation,0
40.3629090951719,11246.665881119356,2.4172523374774095,8152.768719679773,639.2185013031217,0.3487882383158041,6,Bachelor,Own,Personal,0
18.0,33769.51175334866,4.061040626035401,62087.88937158672,720.8144055123981,0.47793113486729794,3,High School,Mortgage,Home Improvement,0
33.37876024520141,15810.330146156979,0.21256961617405176,8365.28766974593,650.8495017376672,0.10120968012935515,2,PhD,Mortgage,Medical,0
36.43048769878952,16462.930050468225,0.5456300514472597,4171.114897751098,604.3629209207962,0.08223874464251157,5,PhD,Rent,Personal,0
43.49611988516213,17483.48851360646,0.048744547877867264,4796.871812468729,576.8398520823214,0.3981527929442849,1,High School,Own,Business,0
41.928575842374364,31352.004234032942,0.08963879166315196,15132.572244916224,521.7205245613256,0.13883027428455424,4,High School,Rent,Debt Consolidation,0
40.82571318808805,35583.12146374329,0.06013064893315498,2584.3132870778472,742.5765426196141,0.29792937318906754,2,High School,Rent,Debt Consolidation,0
27.000594932980658,20972.859254444633,3.22571105593361,11619.806583984624,723.0748709259149,0.49520325136677024,2,Bachelor,Own,Debt Consolidation,0
18.0,21151.46881320638,0.7084777654670932,4541.197296125221,622.1708309532505,0.2007828276014751,1,Bachelor,Own,Personal,0
31.06947242938599,27781.673942931102,1.359322805904951,1831.6717526053792,447.573458679316,0.23548863039786927,3,High School,Mortgage,Personal,0
45.0163182520856,29260.602621406586,3.1008693366527047,3699.4603123598504,697.2083953041538,0.2205169174196294,5,Master,Mortgage,Business,0
48.93454527524432,39660.57314291657,1.366170593864843,8283.551228340379,559.5222920125117,0.3785558990337305,3,Bachelor,Own,Home Improvement,0
42.10549102297785,11589.027360629987,1.1214189908169914,24738.942853880657,664.3882373495314,0.11166143459719646,2,High School,Rent,Debt Consolidation,0
39.29340822801734,22248.139584127675,0.02328139454437055,16825.712975227787,495.87530779042083,0.16829620857082855,4,PhD,Other,Business,0
38.79639648385965,12912.97387971022,1.6788422719526421,6406.3682844428795,659.199898496376,0.060430397196151175,1,Bachelor,Own,Debt Consolidation,0
29.438812532392195,21472.511484095558,0.26647562147543086,17636.919024911236,636.8682918940824,0.34688781704133115,2,Master,Mortgage,Personal,0
33.6993970644638,19671.228327104956,2.8933480726001277,6091.052296163403,409.02828103479146,0.36426208920033193,2,PhD,Own,Debt Consolidation,0
51.69069525826331,21517.573945554162,0.5961052526476702,2506.8712288580564,811.7958694436397,0.46828169127963043,2,High School,Mortgage,Business,0
25.574419942081235,14766.679788031497,2.2428658854066374,8240.943415368332,617.4305518754901,0.1900356301467089,3,PhD,Own,Debt Consolidation,0
51.14778790709852,10470.898359635805,2.0781799996401986,2429.0434187445917,624.0727917779462,0.5537310755237644,4,Bachelor,Own,Home Improvement,0
31.779718455079415,10000.0,1.917747317112073,15262.080707782743,703.4676971163308,0.39621031766761955,4,High School,Mortgage,Debt Consolidation,0
48.25432109095078,20628.108662334358,0.6210882104208592,15439.803104612241,644.9332401809065,0.3435918360056641,5,Bachelor,Mortgage,Personal,0
20.931849905024617,17756.367217934472,0.6214641273804136,4007.905434804853,686.3979986636135,0.15983518595783472,2,High School,Own,Home Improvement,0
40.859042011646494,15709.661238686163,3.976250193421691,9104.080562512021,535.5617412982654,0.14702495950518366,2,Bachelor,Rent,Business,0
27.63229864052378,42670.97524397029,0.025780107127301752,9034.802897542831,635.7818441162019,0.40789292640173547,3,Master,Rent,Debt Consolidation,0
20.847328080758125,14332.44183625039,0.4006190698199593,16278.015033176307,459.06828139056324,0.3822456476718756,4,Master,Rent,Home Improvement,0
37.185340424109455,44730.7758325876,1.884093772564533,2992.742280754343,626.2352830810712,0.15361488016397812,4,PhD,Own,Business,0
45.09471788595969,49608.71843346285,3.397043828780896,13089.818835007009,794.5067886459999,0.5696189346945016,3,High School,Mortgage,Debt Consolidation,0
26.550585614065035,10000.0,0.8874105913269713,2825.9068451332532,499.4013479006207,0.1783380286524421,1,Bachelor,Rent,Debt Consolidation,0
20.00984039541599,23067.747978036827,2.1194185901039027,15089.448295185588,614.9251714440373,0.2619660769923439,2,High School,Mortgage,Business,0
34.08155235665045,18036.481838916174,1.6290773259641735,18961.34896206783,437.60685936040807,0.09288162655390744,1,PhD,Own,Debt Consolidation,0
34.12564671222819,10000.0,0.1334340075123423,4742.534066822619,650.7946780438787,0.4402395952797533,4,High School,Rent,Personal,0
40.483196275544984,10696.580323842709,1.9444008939002022,21489.142643395382,696.6174596629296,0.11475053839152535,2,PhD,Rent,Home Improvement,0
44.495945713644886,32450.40015711117,3.36297954721689,2300.2512373565596,688.3475742329607,0.3196486324039355,4,Bachelor,Own,Debt Consolidation,0
34.40584818727506,60451.678738711744,9.771970527132185,19529.213587607966,589.8131925252195,0.5260428351346836,1,Bachelor,Rent,Home Improvement,0
53.55503314794263,34590.66307653816,0.06017643437636866,25610.68664753374,435.58302262477343,0.1507931513058809,1,Bachelor,Other,Debt Consolidation,0
37.24234744535292,25895.286332917105,2.157961543690796,10685.598243910785,525.8441120944849,0.4212512392423476,2,Bachelor,Mortgage,Debt Consolidation,0
31.535734939931004,21792.775814135362,1.0707474668503647,6929.752485558714,775.6475529338918,0.29246335012320823,4,Bachelor,Rent,Debt Consolidation,0
18.88432640897172,51089.3560145685,0.01967220994091992,10403.89834833316,737.8979088104203,0.127328107234682,6,Master,Rent,Home Improvement,0
32.37340479683832,64480.59475325798,1.905706868623891,4999.000667874085,640.8660552189665,0.38395285667193296,3,High School,Mortgage,Business,0
31.636130545888637,16425.309070245563,0.2611909528503864,66151.40066084487,666.2293214624566,0.3586539952078225,6,Bachelor,Rent,Personal,0
44.6030479628147,10000.0,0.9514538729402527,5068.372137702235,547.2381234687606,0.05100630828048708,4,High School,Own,Debt Consolidation,0
39.62483624066854,10000.0,0.6059084473094756,23246.75742565047,779.0632903910688,0.1933229010157784,1,Bachelor,Mortgage,Debt Consolidation,0
23.206308783673826,42656.736807779576,0.896213145819273,4478.386328806937,578.085047773904,0.07696775088616493,4,High School,Own,Home Improvement,0
36.72254386411038,21514.248802691745,1.3572880492258126,29069.553198987112,693.727576291159,0.059152811173996296,3,Bachelor,Rent,Home Improvement,0
41.71531171729053,24139.8904185977,0.8901055185172032,40532.640444541576,517.2098666063647,0.46903357908543425,1,Bachelor,Mortgage,Debt Consolidation,0
50.280313593878326,10000.0,1.609194044240702,11034.617424557338,632.1793291657046,0.12366425701517533,4,Bachelor,Mortgage,Debt Consolidation,0
43.875039674140595,15114.435259618662,0.5453233976596997,10191.66812373324,774.843727198106,0.1958171568597091,2,Master,Own,Debt Consolidation,0
42.60846654311478,19001.24140367266,2.0176991210934014,3769.6475204618814,555.3066902480116,0.08798817625866763,2,Bachelor,Mortgage,Business,0
35.60085994615164,24438.601544021873,3.84505342783309,3427.0870142479675,724.9357420703672,0.38779072637734935,1,Bachelor,Own,Debt Consolidation,0
38.883120054234496,18046.444803085356,0.5073783263912084,10283.86749919288,541.9233827814835,0.10080154781896646,5,Bachelor,Mortgage,Debt Consolidation,0
47.49504900706159,13112.705187903772,1.418054064712005,26018.26269423287,559.8088968732325,0.3539562687385808,4,Bachelor,Rent,Personal,0
21.672226025203503,14879.154770244158,2.0921712822810203,5226.191079641903,649.1024725776996,0.4235014630899997,6,Bachelor,Mortgage,Business,0
31.50560672783044,40302.21233078779,1.6631002971001754,47398.38210218577,747.1640112313934,0.09294140158848488,2,Bachelor,Own,Personal,0
27.274312512437593,24894.254423975286,0.9103071067280587,4973.520648541021,620.1814357668813,0.3502415427921984,2,High School,Rent,Debt Consolidation,0
38.79153118726124,29913.89608667735,2.055560583651076,9735.298234284584,711.8575284141409,0.10333403365828996,1,Master,Other,Home Improvement,0
47.302221756507876,14052.605389720133,0.0573056103544726,9755.760139855714,764.4135282736586,0.4140272249461464,5,Bachelor,Mortgage,Business,0
29.03025713278926,10000.0,0.9237732651418998,7470.913051781112,572.8851416091236,0.353172848865069,1,Master,Mortgage,Medical,0
18.0,16957.20076614415,1.5211919807663532,1579.617466565462,497.48344043399266,0.3998536922378894,1,Bachelor,Own,Debt Consolidation,0
30.8777925497553,14281.420743513203,0.041657150827194726,4938.127647716106,614.4484508614901,0.27767889881749963,4,Bachelor,Mortgage,Medical,0
44.13473732017407,26225.988728662178,1.4171261125833168,9506.313481378018,777.3088500731141,0.2284321452051776,1,Master,Mortgage,Debt Consolidation,0
40.376299029498796,113875.59468853548,2.1241044204574995,7504.153327269812,568.7342887225172,0.26211397258180485,2,Bachelor,Rent,Home Improvement,0
39.281862478105765,31181.58604837148,2.8476410666105987,13479.996536394354,751.4949738640746,0.12019931006565861,2,Master,Own,Debt Consolidation,0
32.200066981255205,86506.95373524881,0.24066424681466883,14845.747351674569,623.7499469270408,0.3612518013448784,4,Master,Own,Personal,1
22.209692637802135,29271.945582544362,9.326631680455591,6687.11106532469,825.621208322392,0.41201123043188437,3,Bachelor,Rent,Debt Consolidation,0
40.15294321624467,16075.584049243042,1.8636601964001258,3752.0427431082376,850.0,0.26541341636534815,5,High School,Rent,Business,0
26.65718189965375,26211.618327253207,0.902579793434656,27963.466358987473,753.1462513801999,0.23639733041997807,3,PhD,Mortgage,Home Improvement,0
56.840967333804564,53654.42908044401,0.5729465518993868,2739.772414654875,485.3397188623448,0.2508373178228169,2,Bachelor,Mortgage,Personal,0
40.70507208354516,54983.10846141706,1.701459506389988,5032.913002719275,409.6771408122071,0.24982856846766227,1,Master,Own,Debt Consolidation,0
29.19351697446049,16520.0705224362,4.2692599346763425,4105.2916251840825,656.1177229659082,0.13264703471043598,1,PhD,Other,Home Improvement,0
28.886147526113717,24999.01861924546,1.4702955559753272,14722.998845367583,740.6650008123275,0.3087199386551933,0,High School,Own,Debt Consolidation,0
34.070557933864116,10779.12379087301,2.1662972728658305,23239.706448550816,700.1010005655185,0.09152519254061348,2,Bachelor,Own,Debt Consolidation,0
32.6049807797825,33267.43642346692,0.8853885028742038,7051.850189421486,577.6407057592728,0.31427811494500857,4,Bachelor,Own,Home Improvement,1
46.16833775529955,47890.73541364755,0.9825437283629969,9738.295762404565,501.40143079301686,0.14512755930782104,3,Bachelor,Rent,Debt Consolidation,0
36.864161697440466,22469.17675649401,0.67423518579887,11418.81208008725,742.9790961431646,0.21402840785270055,1,High School,Mortgage,Home Improvement,0
27.68368261091472,15776.992278146176,2.4458851587837067,34310.38231909802,835.8598452967949,0.7305298890756596,4,PhD,Own,Debt Consolidation,0
53.90440685155782,26372.193977469622,0.8900369198187768,1960.8655192963256,582.9944141472864,0.2332602141595417,2,High School,Own,Medical,0
35.49308331520223,27139.065919499037,0.42321174421091023,14696.689146964876,732.5212647086612,0.2628735191370509,5,High School,Own,Personal,0
42.68839675968897,22938.498058208992,0.9221688752440867,10951.369526658016,850.0,0.09957327958150423,3,High School,Rent,Debt Consolidation,0
28.91773492555241,24085.314145200235,3.8459316981449616,6022.925476434255,631.0279597462553,0.5268892026374757,4,High School,Own,Personal,0
38.631156277445236,20193.02596996124,2.680746473247325,10519.451946309619,633.0514326901888,0.09102054032325062,3,Bachelor,Own,Personal,0
38.11109991143195,36242.12749382141,0.8148566012109096,14656.851446731951,705.9732039178408,0.42436889173822134,1,High School,Rent,Debt Consolidation,0
18.0,31828.383150479975,4.746207502304153,12919.979233050164,621.5648500259608,0.4025678135046902,2,Bachelor,Rent,Home Improvement,0
55.1527511046064,13473.073625728073,0.15556124565666488,45560.68646552421,783.9232986239119,0.6085156776146907,4,Bachelor,Rent,Debt Consolidation,0
47.906444609225474,13289.170021738952,0.10206832206498316,8973.089038954482,609.5992574185752,0.41382502479737,1,Bachelor,Rent,Debt Consolidation,0
31.028046838540124,19395.81871150683,0.2727172963185306,8279.386468546325,646.895096489911,0.36678198865220124,1,Master,Mortgage,Business,0
23.977302595441444,31838.08717694134,0.24762555682630563,7009.074681039525,505.75555791007594,0.20186199014975342,5,Master,Mortgage,Home Improvement,0
38.47561613803552,23718.92915710885,0.18386726654519628,12611.735769408731,626.441648337777,0.09074443397554942,3,Bachelor,Rent,Home Improvement,0
35.86697699414397,15969.322147448205,2.1655326750380177,7897.909560240599,549.2420340565243,0.07174495156955406,2,Bachelor,Own,Debt Consolidation,0
38.55668948563229,25103.4181811274,1.8367978032836751,8189.165802573212,684.6063997900064,0.26866938967657633,1,Bachelor,Rent,Home Improvement,0
36.91577396194089,18668.53453165445,2.0860080446688314,8219.49366322364,483.5767811811759,0.22287738627779077,4,Bachelor,Own,Debt Consolidation,0
40.06240989305926,34208.97207816709,2.331852060978359,7275.8297782970785,747.9887594568557,0.02952359358180765,2,High School,Other,Home Improvement,0
49.473056993918064,26017.618380453947,2.828398224557711,4979.385447453968,562.8826965579216,0.3521373434775392,6,High School,Mortgage,Home Improvement,1
40.681032051286465,18814.081911480887,0.4643103876495151,11321.79865089999,828.4128700195112,0.09502925205152367,0,Bachelor,Own,Medical,0
24.503445010900588,24729.679142888588,1.947328701922418,6450.816223010526,787.0757393385492,0.36597611649852346,1,Bachelor,Rent,Debt Consolidation,0
48.62562852712452,42511.25016986052,1.7352328599585813,13239.28205087968,703.5645468822833,0.16769373539312304,1,Master,Mortgage,Debt Consolidation,0
51.406145634882876,16567.280279369174,5.752701949059289,8853.906943623673,496.20101687272336,0.07610714636130052,4,PhD,Mortgage,Business,0
66.52056734512085,26938.95046119225,0.5288889362062755,5947.58241364901,587.2111141732468,0.12673213611627196,3,High School,Own,Business,0
23.76505966760402,21263.97977399,0.12103549060132049,28335.318924243264,560.371070653244,0.2979903875364389,2,Bachelor,Rent,Home Improvement,0
37.42882013150275,27268.619248269646,2.1197164632707013,7466.263346052547,572.8873569677646,0.3954727382960802,2,Bachelor,Own,Personal,0
18.0,15878.440571661562,2.6954772783309053,13336.479934185814,807.6785535863148,0.07034760525900946,3,Bachelor,Own,Business,0
40.53149156379209,23275.759113340067,0.6659056901637003,4628.618281435887,634.7356208969122,0.04086220206348595,2,High School,Rent,Medical,0
29.517997018332274,38327.067209225424,1.6918902292393925,1602.8980243680141,584.2136181651383,0.5428388991228913,3,Bachelor,Own,Business,0
54.23445794824953,13787.208339761843,0.12276395633680728,5148.19097963117,575.2090519740757,0.09171381485522544,4,Master,Rent,Debt Consolidation,0
27.253850299814182,11330.998152558692,6.43999496579733,1465.6308379558434,596.8162245973817,0.291499885312403,2,High School,Rent,Home Improvement,0
18.108169620327384,11548.054009818507,0.23289904029022607,6704.335640023242,703.2619492752391,0.20508558659538684,3,Bachelor,Own,Personal,0
30.2873625929748,12267.0089042156,0.13992354462244025,26236.782348657835,487.2909612905746,0.3847860701822241,2,High School,Rent,Personal,0
18.0,29663.174627910194,0.09022520433411532,3927.5534623143335,659.8178609939291,0.14663584757715617,1,High School,Mortgage,Debt Consolidation,0
42.5109945450731,10906.019429942535,1.1146884126250525,1502.9196279790262,692.3546832965092,0.36281609678821936,1,High School,Mortgage,Home Improvement,0
18.0,18978.31570344988,0.20441928853541796,26908.717744537447,476.4635339482593,0.09201314946658015,2,PhD,Mortgage,Debt Consolidation,0
35.28457581183159,30005.760283275446,2.7302264743078792,5539.813912305349,508.2473074825498,0.12784856393376556,0,Bachelor,Own,Personal,0
18.0,27128.2128598413,4.5827792065620025,8001.699969417528,645.2292656681025,0.17400425549250903,1,Bachelor,Rent,Debt Consolidation,0
31.797021954633582,18164.42899880181,0.6028019821010923,15223.932501940459,794.09826473779,0.26007883126230313,2,PhD,Rent,Debt Consolidation,0
51.43378155804534,24232.787871955104,1.9818837297643614,12314.56776877811,770.272812414604,0.12251562362216062,5,High School,Own,Debt Consolidation,0
38.60647891435795,23238.662667183773,0.08652169682427563,14770.835417248749,589.1530218599353,0.20485455852469137,2,PhD,Rent,Business,0
26.36506395035066,19690.262874925727,0.9773602173743031,16652.958905077365,790.9288434334792,0.23225607843452933,3,High School,Mortgage,Debt Consolidation,0
34.68796511060916,19822.69238872583,0.6932854801948043,2004.4165380576678,618.0373299548769,0.474569843578558,2,Bachelor,Mortgage,Personal,0
35.18016872044446,67353.74042247923,0.5191459781524317,2613.69918173214,617.1793129966389,0.18766771601487076,4,Master,Own,Home Improvement,0
39.72630345843406,33012.95872376774,2.069717780478888,20680.277144478106,659.4015502713587,0.21480878034755382,2,High School,Rent,Home Improvement,0
21.331416367191736,76139.7280908086,0.27904821794416307,4335.571374664267,733.9464913139027,0.10388694095280164,2,Master,Own,Debt Consolidation,0
40.92567273847331,17180.296151418337,3.9424018903553533,4730.959542543946,589.1001804847886,0.10694877903628439,3,Bachelor,Rent,Debt Consolidation,0
18.0,21110.307378901074,2.186270070700706,2950.4883625762363,610.1950701167425,0.14598030880507065,6,Bachelor,Mortgage,Debt Consolidation,0
28.701154476361896,11315.59472404105,2.480825347460752,5860.801737712596,525.1832389839086,0.0809427537962754,0,Bachelor,Rent,Medical,0
30.117261575484555,14694.324340935249,5.477358289003153,6127.530843768959,685.1026514343763,0.4382878508642764,3,PhD,Rent,Home Improvement,0
41.33326826071239,57008.55220984747,5.707523682595688,3827.746201597982,743.3339189962921,0.38208530098109056,1,High School,Rent,Debt Consolidation,0
35.22630852676869,16966.275440350168,1.6043725692895308,3489.570019760945,749.4624773349049,0.44379534212794347,4,Bachelor,Rent,Home Improvement,0
20.944369461437134,57505.774628939034,1.367898492247142,10455.991827975311,513.3419511039833,0.47488542678766676,5,High School,Own,Business,1
25.15006874182985,11829.11175044312,0.8170844999944488,4246.560272145356,611.7103505719458,0.2398894304940348,2,Bachelor,Other,Home Improvement,0
36.98680009547407,13007.293049705542,2.514547525111434,4988.797583196051,774.5467924339199,0.40727460625985346,6,PhD,Own,Personal,0
34.20932658135444,18571.517883609737,1.5452852529295713,1409.4816935703295,673.2169172828325,0.7817414693200041,2,High School,Rent,Debt Consolidation,0
29.208758903642536,21335.44470152441,5.402399828177263,38198.831076116825,653.4104751019823,0.29718916886969604,5,Master,Rent,Personal,0
30.19166210488021,34945.45325055639,0.545261031755909,17213.67187623434,651.0533192359417,0.19418192617189153,4,High School,Own,Business,0
41.961679971592886,27594.87120669603,0.7428599208400786,5454.275946290652,704.1458546843005,0.531805103487793,4,Master,Mortgage,Home Improvement,0
29.823074271307853,17887.23074977587,0.759859206346559,3947.0954230793827,678.5915931804016,0.27916257167811576,5,Bachelor,Own,Personal,0
34.119087559709264,20606.09318540436,3.279778307495996,8173.978532343639,592.4614076699087,0.30101673380147476,2,High School,Rent,Debt Consolidation,0
56.69936588080543,18778.512445263907,0.2085895715930475,7996.611179238627,738.1059516085903,0.21515480857819214,6,Bachelor,Mortgage,Debt Consolidation,0
20.763173631160768,13942.167113867752,1.2163224837321958,2919.6725378107167,529.7114950263227,0.23101005221453916,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,14129.47799121391,1.1157671575583485,1053.1816631471534,782.2124424112001,0.03251810929348305,3,PhD,Mortgage,Business,0
42.83589664798607,36825.35736574378,0.15190468148065964,5319.52490079866,560.4045788159374,0.19675754432241285,4,Bachelor,Own,Debt Consolidation,0
28.213569387058968,10000.0,1.0579690005727684,2319.9487532044864,704.7889942040975,0.39392096554305295,4,Bachelor,Mortgage,Medical,0
31.817624722573797,49448.121512844584,1.440535207261528,9293.810847963803,633.523704903699,0.2174683975376098,4,Bachelor,Other,Medical,0
27.188436218688857,18555.154261422405,0.13464145311223008,9343.771525739716,602.3622199860339,0.1261306025884315,1,High School,Mortgage,Home Improvement,0
32.40199859232487,14969.135049260902,1.4261371138672783,3719.817330385646,785.7570922599821,0.11315302109059168,2,Master,Own,Personal,0
50.98538112096341,31884.639274257996,6.400005331503282,5283.439504242553,724.2906111094347,0.4028919152785193,0,High School,Rent,Personal,0
43.021284586181196,46286.623640193786,7.7183225836521645,33204.25646893689,644.1048669767988,0.22004808831643508,2,PhD,Mortgage,Debt Consolidation,0
43.62223511886977,38515.50709240258,1.5172059665264885,15064.59881614183,824.5171379657756,0.20434061852153865,2,PhD,Mortgage,Home Improvement,0
20.837729442073545,28308.74438235561,1.4476125381131224,5643.150475218107,747.9749193049227,0.6670101374855536,6,Master,Own,Debt Consolidation,0
23.488462634471308,37927.500881384665,0.6723674224632291,50694.23431672023,569.4522735065557,0.2897090659471273,1,Bachelor,Own,Home Improvement,0
18.0,10000.0,11.696787794903377,3110.2241310015816,423.96517049202765,0.33229467290204284,4,High School,Rent,Home Improvement,0
26.90619178917246,16968.00395373801,0.6410419531168772,4229.521817520439,660.6860498218019,0.2563105615827194,2,High School,Rent,Personal,0
44.567031863856585,13966.473268017262,1.206252109769155,7417.435551615432,788.349805482234,0.24773105333803366,3,Master,Mortgage,Debt Consolidation,0
40.16946515748371,40632.331279186714,0.0058767411766240335,2380.805959293123,711.0650664994738,0.11540218133795693,5,Master,Mortgage,Business,0
32.784867370478764,18183.33856913307,0.8592050442451802,33936.531268770705,807.3963721433455,0.29197932109488295,1,PhD,Own,Personal,0
34.77699716281947,33614.17992124902,0.14824120731677254,9381.750367806484,590.1687151946069,0.30463372435730734,2,High School,Rent,Home Improvement,0
28.111144574245944,28794.17737613633,2.7237871559527984,4307.189638912832,638.2775836110847,0.21533367329101097,4,Bachelor,Mortgage,Home Improvement,0
37.04758882401784,14311.898481474154,1.6465775781367253,11593.844168691816,640.7058393146816,0.5356420852465141,4,PhD,Mortgage,Business,0
42.65878279480615,16424.36028595782,1.698067493007922,9107.419396755746,674.1221228310645,0.6035469464441685,5,Bachelor,Mortgage,Debt Consolidation,0
18.84113212589527,42062.37208898501,0.6751773196987111,6350.438424294328,726.7442782356005,0.1378717826748523,0,High School,Mortgage,Home Improvement,0
37.99647687837348,14946.892170817417,3.373678035500651,3081.5496006561953,813.2369667594576,0.5411252630022718,1,Bachelor,Own,Debt Consolidation,0
44.32434870954667,23445.49876424891,0.006552573002723479,2568.3795650094726,834.2694221669626,0.2928797435304918,3,Bachelor,Own,Medical,0
30.848997110366305,14894.232803472201,0.8117339151702787,46603.9601356428,816.6570768879795,0.4422322086107774,2,High School,Own,Medical,0
42.00700612120583,18826.55978879398,2.1546655665097543,2745.7570050859044,716.9081112261899,0.20372346778873499,5,Master,Rent,Personal,0
63.14654444472553,21523.89576825276,4.7702501432091955,31519.8383503872,615.7777509452582,0.03673945847585155,0,Bachelor,Mortgage,Debt Consolidation,0
33.95657207013108,14891.811019614062,0.5347551080656509,4122.407770291134,672.5898431774893,0.23184691701076854,3,High School,Rent,Medical,0
38.93307050005323,13626.56564981644,1.5578461406036266,15245.29262463636,715.5232760333663,0.43430496799886625,2,Bachelor,Rent,Debt Consolidation,0
27.619429163386084,25416.063347917934,1.5443436355972535,11758.67414194344,663.506806501231,0.15330270508218988,3,PhD,Rent,Medical,0
36.8125116260205,14438.178987628251,4.1457164235558865,13798.773084011265,558.6205680258968,0.2829177427150037,5,High School,Own,Debt Consolidation,0
39.60271624982304,14686.312582193454,0.10367507346814184,14553.858374043144,603.7628351219781,0.11235481307771228,1,Bachelor,Rent,Debt Consolidation,0
36.94842340270138,13773.110118766193,1.1049471723253654,2232.210216598259,736.804200015004,0.21318607883082086,7,PhD,Mortgage,Home Improvement,0
24.80304680291143,21184.943092371854,0.40292477814019767,4716.976050608384,625.3499377170214,0.25975074922512636,3,Bachelor,Rent,Home Improvement,0
37.06361771325451,35307.50466965378,0.043535618613270835,2712.3254149515838,652.4173182008399,0.19620606603191348,2,Master,Rent,Home Improvement,0
49.62195938717637,46782.49241207515,0.31806400947949226,9428.014939828585,642.1578621549876,0.24776875027713205,4,Master,Own,Personal,0
39.486357645145276,15321.938312623624,7.499015343970598,2811.0814172798327,560.7800648705493,0.3346995146593042,5,Bachelor,Own,Debt Consolidation,0
44.619871890718414,64547.41807686556,0.48375719663084016,1660.9786541745823,632.8729272702877,0.7256517726764025,3,Bachelor,Mortgage,Debt Consolidation,0
32.629880299873726,13328.335939672137,5.467683114256123,6701.040760912959,604.2182742428505,0.3049096111300717,4,Bachelor,Rent,Personal,0
42.4990023942371,37864.688755372,0.45946628670659234,1384.0050126251583,580.819280592718,0.0900146005883734,4,Bachelor,Mortgage,Home Improvement,0
37.792678382165256,15354.314262814578,5.355873223561655,9966.55788175247,544.1691020785912,0.19179800214559573,3,Bachelor,Rent,Debt Consolidation,0
25.490892703127678,14250.373060880042,2.1262254531447726,2962.818769867571,639.9396771574717,0.364098667222144,2,High School,Mortgage,Home Improvement,0
38.18521004798875,15178.297972016679,0.24031350075808214,4136.214189743375,711.8170101470955,0.2943411187499227,5,Master,Own,Debt Consolidation,0
25.083033365596897,21456.354985032365,1.7441417777771593,1307.2320233518246,762.0580095192963,0.17376701721155852,1,Master,Rent,Debt Consolidation,0
28.67119725115208,29436.36475758014,0.7669592521250049,30335.738079866715,510.5852307689914,0.30640169155860575,1,Bachelor,Rent,Business,0
36.893283072923744,30789.65447760145,0.9662690255179421,2514.094782772806,810.6403793603961,0.20966202625228036,2,Bachelor,Rent,Debt Consolidation,0
37.97244273380124,13739.188354766671,1.1602476474181953,6055.9649797333395,679.2945488980671,0.3270762720951149,1,Bachelor,Mortgage,Home Improvement,0
23.107675349228707,13428.980254861493,1.098810762855433,1932.576036808762,537.2971275981208,0.2674767724606533,3,Bachelor,Rent,Home Improvement,0
45.53985771182876,13928.33666987711,2.18193650072472,4152.499633782459,609.6302166544442,0.4436763019339384,2,Master,Mortgage,Debt Consolidation,0
40.72006278300473,20833.609413305534,2.9252113393800823,32907.551023770044,462.26142321150803,0.4614691453884415,5,PhD,Mortgage,Medical,1
27.95271564389116,19829.424470180023,0.7985019791995641,10280.265733242573,487.8241596464872,0.10234590536917457,6,High School,Rent,Business,0
19.624152035508246,13696.728243673107,5.163644824202934,4541.875007179048,822.1425022023947,0.17942334582538466,0,High School,Own,Personal,0
33.55095420918569,25205.105370098052,5.5763410291874855,7884.556220075672,580.0699056360521,0.4141134171073958,3,Bachelor,Own,Home Improvement,1
30.5405628613884,68274.00714027244,0.08308291727656006,5174.783361010867,703.6892384308793,0.02689189101139882,3,Bachelor,Rent,Personal,0
36.13140457053023,17113.831395489662,0.03004208395682313,7525.582807637341,638.8808892726036,0.21632523252283933,1,High School,Rent,Home Improvement,0
31.368833388444337,17734.09061136463,1.1070012032466923,14692.537271093304,651.78097269631,0.1031076714315227,0,Master,Other,Home Improvement,0
18.0,29138.94239492728,1.786346283755323,6217.490253434801,686.8027139168997,0.22051007997405025,2,Master,Rent,Debt Consolidation,0
31.116530616988417,16657.1003862864,0.651196440108769,9662.359761854274,441.5979364820667,0.2992725977711494,1,Master,Mortgage,Debt Consolidation,0
31.94380888931687,30775.74752787169,0.6006263563372439,9790.779927860853,781.8542136991665,0.13643136667082675,2,Bachelor,Own,Debt Consolidation,0
41.33661024774059,15378.545175423702,2.2684820188996633,6242.172027715074,640.1290007385523,0.34523604598514834,0,Master,Own,Debt Consolidation,0
28.018003253889503,55053.44963124088,1.841121092420188,4497.420136079698,599.5719526819937,0.3147057128115012,4,PhD,Mortgage,Business,1
51.786746733725664,26170.483907975977,0.36579594576304847,5323.3246146546235,696.8006470663751,0.3489505840493245,3,PhD,Mortgage,Debt Consolidation,0
18.0,16155.058920672638,4.316986178026303,14176.602895180224,577.8881203109505,0.11438960844766614,3,High School,Own,Debt Consolidation,0
48.111674978026244,16410.130725554627,2.2787190104752977,15152.690167415742,670.8211970283179,0.3091393740180183,2,Bachelor,Mortgage,Personal,0
32.756810291218954,17036.27415578857,0.9006412312852186,3260.919647327824,633.4600872968083,0.3009477493451387,3,Master,Mortgage,Debt Consolidation,1
43.595848723435566,43755.59779165389,2.301652160478988,6576.174896001258,721.1010110221891,0.18589789247986455,2,Master,Own,Personal,0
35.79801484058733,11679.897681512355,0.2390385292875909,4436.6838898271635,628.6053700148374,0.42029132925491564,0,High School,Own,Personal,0
46.39555536025469,15772.594138845956,1.263186685475709,15366.758920055141,546.9979754267264,0.2487808948470114,1,Bachelor,Mortgage,Personal,0
31.126380354471888,16633.42861708718,0.3702134464863598,5558.244323231559,686.2341865884681,0.13701596610855593,5,Bachelor,Rent,Debt Consolidation,0
24.013795748221877,21854.366417962574,0.08462797674707546,47133.48935815025,622.9385475574769,0.3264872691005914,5,Bachelor,Mortgage,Debt Consolidation,0
49.205042872710635,19234.198657551806,0.8259653999173492,9646.186278489673,467.900275374908,0.09441881779742015,2,Master,Mortgage,Debt Consolidation,0
33.86519354117859,10450.301245570392,0.3267691574945442,20860.17595116682,669.7656292517063,0.07761158014554802,5,Bachelor,Own,Personal,0
37.21558473624211,18035.343838111155,2.007611509274008,3598.6402276747503,596.2556234081906,0.13868004701381126,5,High School,Rent,Medical,0
47.34751914044795,20956.930003476453,2.2421323663267305,8179.429789391162,684.5756636453369,0.6116507842424459,1,Bachelor,Other,Home Improvement,0
24.680447579055652,16089.965285438964,0.3219632969143584,13265.719143322316,564.4947343380577,0.02112333485695107,3,PhD,Own,Debt Consolidation,0
40.95490897639257,31051.045072473542,0.04984193881063266,3545.235280865523,529.3616437978859,0.36327868896614646,2,Master,Mortgage,Debt Consolidation,0
29.10105243537109,34881.23255380117,3.1482434860772996,8236.033778382505,768.012429798907,0.3081723917038797,0,High School,Mortgage,Personal,0
33.67830644355628,21179.873576531725,0.004118278602997373,18797.65159320505,734.314798277825,0.10045441492724863,2,Bachelor,Own,Debt Consolidation,0
35.72278965384289,24717.59935599934,0.842924025626442,6235.66179025512,649.3420413507944,0.2479533287712087,2,Bachelor,Own,Debt Consolidation,0
19.99778138553064,10000.0,1.3647440751460684,4099.408591621187,693.7767087668683,0.201154163575391,0,Bachelor,Rent,Personal,0
27.211629571795655,17844.464265359587,3.4145666804536616,34281.72061350055,731.0414666534613,0.3170213312647084,4,Bachelor,Own,Debt Consolidation,0
48.51072892413139,36403.15937515276,3.6472266304802123,3173.542524983196,648.9810299789858,0.3181783218487087,4,Bachelor,Rent,Home Improvement,0
43.86191188584796,17823.653606106014,2.5815279791951227,9179.357597731147,529.1493711597788,0.21692882497122876,4,Master,Mortgage,Debt Consolidation,0
34.37360422672765,15235.281398902216,0.5679050651192034,4598.010225997526,679.9469318115808,0.23375026600648485,3,High School,Rent,Debt Consolidation,0
37.431234585128934,68792.11866112454,2.547267042681084,3829.6649920637255,750.2221681208341,0.10256610827670133,3,Master,Mortgage,Debt Consolidation,0
32.05757494363542,54695.60266258495,0.5661565666793087,14666.564615333058,709.3181382141806,0.31161788393426526,0,Master,Own,Debt Consolidation,0
48.56583385827982,27827.706950372343,0.4831451338099465,6874.479913102505,655.9303836886886,0.09122145456777923,6,Bachelor,Mortgage,Medical,0
32.99647422205836,38927.46438230531,1.5842913061367971,11211.655348990009,706.5291044886505,0.36645130863223996,4,Bachelor,Own,Debt Consolidation,0
37.31842092134848,10000.0,2.271721625255772,1333.9282282275824,627.6755069878969,0.732979111626181,1,Master,Mortgage,Business,1
46.460301441420654,14856.968295913322,0.10902170068730992,12118.588901421233,754.4175215322556,0.18716454572454327,5,Bachelor,Own,Medical,0
27.226285151540935,17413.8485689474,0.12379889551345301,4552.916385888706,784.7180580489818,0.21398945108103676,4,Bachelor,Own,Medical,0
50.58789184496894,19575.02798654477,3.0665348008564,1802.4793973882358,520.3817447282964,0.15990877570640935,2,High School,Mortgage,Debt Consolidation,0
19.69538590256623,17240.697290992553,3.925056448635511,36599.56535709518,761.5934421534126,0.4668999191612312,1,High School,Mortgage,Business,0
51.296421311127986,10000.0,1.8549102263033546,13105.808674717102,850.0,0.32718302670241145,5,Bachelor,Rent,Home Improvement,0
31.273244160480253,26715.850217399744,1.1201298115215739,9718.843706520893,702.5588335439513,0.49136868319436794,2,High School,Own,Debt Consolidation,0
32.57301252174718,28906.65325787712,3.7327481065037453,22016.22762589574,748.3757293810156,0.31738465521511683,4,High School,Own,Business,0
18.0,49067.36337834862,2.609923060213992,9877.902050338966,585.2903468570087,0.2955735380217606,2,High School,Mortgage,Medical,0
30.45205282622307,14851.339877661081,1.7330696799172898,4277.434923118063,599.6293162803272,0.2740727200474408,4,Master,Mortgage,Debt Consolidation,0
24.60193468973116,14255.790030616956,0.7706107419570648,7044.665280848654,629.0490384941094,0.3910639977076629,0,High School,Rent,Debt Consolidation,0
28.923536546265275,10000.0,0.4412810271988765,4709.358741530152,609.7550683755372,0.10405703277194432,4,Bachelor,Rent,Debt Consolidation,0
33.6268903421112,19019.434079829774,1.0848838505820622,5430.126372841046,518.8176094215122,0.2557019327062024,2,Bachelor,Rent,Debt Consolidation,0
44.57791614472906,34563.58293842262,0.6760500959064772,2962.6430384906207,632.7338619141743,0.02118539401417048,1,High School,Own,Debt Consolidation,0
37.076033514006255,16221.877431465322,0.8287854450636376,3729.3287600770627,733.6383050424911,0.09822058055150218,2,Bachelor,Mortgage,Home Improvement,0
38.07676653401114,64326.20752807381,1.4498167604840495,16575.291906235914,520.1476216159739,0.46548817250670477,3,High School,Rent,Debt Consolidation,0
24.044806111544375,19374.29724049186,0.37047711088545465,10568.787396485797,667.9131888376847,0.5721061295697764,2,Bachelor,Mortgage,Debt Consolidation,0
26.1924591039727,23706.300653366052,3.281616513816212,5418.582657744183,664.8450607601446,0.12443143716510244,1,High School,Rent,Home Improvement,0
52.98725018351312,11141.68166789663,0.3145465106591249,3560.208923247188,619.8684237898676,0.24599075580317106,4,Bachelor,Rent,Debt Consolidation,0
27.647989652367535,25428.100810302738,1.311678280880774,5858.696496479744,699.6525441311453,0.11937798295330179,2,High School,Rent,Business,0
51.56208252057296,10000.0,2.740616352253595,2106.788770821974,690.2659251197756,0.4177290080010504,1,PhD,Own,Personal,0
32.569388011191336,31158.706186443404,1.3272571764656418,8966.982322360955,612.7567153017196,0.11959371751774447,1,Bachelor,Rent,Home Improvement,0
35.02287936143504,31641.1601409796,0.8957707070168938,17263.974071151144,756.0890619396903,0.12412803946207279,7,High School,Mortgage,Personal,0
45.703651602299296,43462.14951338678,1.2883000025830484,53829.56486653468,706.0610426877269,0.6447084597429975,4,PhD,Rent,Debt Consolidation,0
47.718924219386565,13227.002203487542,3.7765940290132987,3352.270049159727,807.3475117605299,0.41512317944377136,3,Bachelor,Mortgage,Debt Consolidation,0
33.89187439720912,23867.69283291136,9.298599096807472,16697.962028900416,643.3571410445517,0.0614651098749945,1,Bachelor,Own,Home Improvement,0
31.117569464784612,29199.541313559504,1.9946940564281237,4601.92900478671,617.82354783375,0.07480963761064358,5,Bachelor,Mortgage,Medical,0
34.44079551477787,27477.99603441,3.1543678467600684,3285.3713476656003,629.1533947201277,0.33352327948097515,4,Bachelor,Mortgage,Home Improvement,0
38.379575282321184,14290.50146645732,0.02918934430024911,3284.2102692413946,767.8316877433109,0.22673218663151667,1,Bachelor,Mortgage,Debt Consolidation,0
43.91303686869755,10000.0,4.246609805015081,9068.739702522518,635.1302966781159,0.19585043360659699,1,High School,Rent,Debt Consolidation,0
35.04229858994152,26199.095033387443,6.160392411113671,3848.2166071679344,641.2356211882623,0.24600400690237806,2,Bachelor,Mortgage,Medical,0
41.188862980231534,20409.385771132514,1.7121292813095472,4986.668761589976,846.0973123098572,0.04694012434380452,3,Bachelor,Rent,Debt Consolidation,0
51.383597322709406,16591.813723490784,2.8032616276872027,5696.908483727108,515.5521394441365,0.25466252183305665,2,Bachelor,Mortgage,Debt Consolidation,0
38.81309612264785,32272.56223682973,1.4379343028962064,4482.9013030241795,685.6820126978005,0.6560696219758919,2,Master,Mortgage,Debt Consolidation,0
38.11652856004778,21537.270628711525,0.6743154162819388,4229.894614248324,643.8544252487299,0.03813416988064446,5,High School,Own,Business,0
19.810891749099323,11388.991086308668,3.824439793573666,1160.576554061068,624.9391042765606,0.2723497361989407,4,PhD,Own,Debt Consolidation,0
18.0,10000.0,1.8168272358953226,8686.823636835796,554.6637370790862,0.6385753386722567,5,Bachelor,Mortgage,Debt Consolidation,0
38.88375729230168,12525.456437857989,1.732065594582455,8553.85375231386,583.6080600019337,0.2998928448331519,3,Bachelor,Own,Medical,0
34.05175768719128,72875.38068036178,2.152521142841149,4281.780129492427,609.1909302871288,0.3017222965053624,2,High School,Mortgage,Debt Consolidation,0
29.85217325085258,31615.044781846864,3.875927929140733,10810.870301404797,699.5740512548837,0.5621704329143105,2,High School,Mortgage,Home Improvement,0
37.435302041863444,24204.79833963495,2.6328361656598482,24773.406187675108,735.2441112593932,0.37551008243235157,3,High School,Rent,Debt Consolidation,0
34.395962708030915,20113.963139171105,0.4742927552872223,8257.390250317341,472.1190516084838,0.1477646731201519,3,PhD,Own,Debt Consolidation,0
46.277802506338986,19463.6427525153,1.2578056969108973,23487.090841995458,529.8435044128241,0.3289621023264231,2,Bachelor,Rent,Personal,0
35.86110868258978,39481.91475268703,7.854103952143211,48557.577431570564,704.7888861178208,0.3598607792285191,2,Bachelor,Own,Home Improvement,0
27.530767149298324,17235.080144613636,1.6173886473086785,61354.25177331651,713.2259193396794,0.21462756864735003,3,High School,Mortgage,Home Improvement,0
44.901662389592886,29391.48264325502,5.569172117737074,3131.950119167057,503.6340204109306,0.19742538682200503,5,PhD,Mortgage,Home Improvement,1
32.82868925053798,18504.810880494584,3.3572489587117738,3144.938439524998,737.4288707067753,0.07923830434590139,1,Master,Other,Debt Consolidation,0
40.265366836723075,58109.14409530275,2.193368947049374,5678.577286544823,648.6028606334452,0.1936395053020318,0,Bachelor,Own,Personal,0
30.225892938071993,31924.98636446548,0.8596135627486368,8981.94886885476,724.7071903281562,0.1969518911386653,3,PhD,Mortgage,Personal,0
28.501731145025637,41059.53671314421,0.7257291131902426,28834.31932398811,564.8262894224183,0.406404730470452,3,Bachelor,Rent,Debt Consolidation,0
35.84168230185696,16445.30183483806,2.0623992958431745,13383.701997932136,510.99762784269694,0.40547919245754477,4,Master,Rent,Personal,0
35.12828643543685,37386.61592115794,1.1332448976707872,3094.464955241498,619.1346343276884,0.22741637664988054,2,Bachelor,Rent,Medical,0
39.79827035366833,18839.505252502422,3.206450728838588,4967.510425772943,623.5724397150141,0.14757572508558703,5,Bachelor,Mortgage,Debt Consolidation,0
32.313542466902575,23272.260922271864,2.8580425004356576,7835.342231165637,617.9822078258268,0.08920917317486762,2,Master,Rent,Business,0
18.0,49887.40451305866,0.7483122399877,2461.8589578800597,610.9802695621931,0.14136921835153907,5,Bachelor,Own,Business,0
30.672261164116115,13077.029171096361,2.426220737076023,8192.175464307305,819.2889214860545,0.29708372039826686,3,Bachelor,Own,Home Improvement,0
42.93818467143816,24382.5713141995,1.364613066954149,3131.4502884181006,480.01934765254896,0.26556185836432933,3,Master,Rent,Debt Consolidation,0
32.026239207568935,27419.305628634793,0.7810311254264417,2163.371348029083,565.5125949352149,0.38734488316339366,2,Bachelor,Own,Debt Consolidation,0
32.53616597485452,28566.848764967905,1.0653470979170663,3798.690862254644,608.1416301295258,0.23668678193003756,5,Bachelor,Mortgage,Medical,0
44.863765059059375,17581.592507449204,4.514303345396117,11257.803863593013,652.3985065410907,0.28709069723554065,1,Bachelor,Rent,Home Improvement,0
27.88026772741077,62513.13979851257,0.8910675607767042,11195.784122532004,721.1013899267634,0.051836259164619605,2,High School,Mortgage,Business,0
19.571967817571004,11527.999073731131,0.6776680121030608,8754.5000042335,736.536188427597,0.21337828696125646,1,Bachelor,Own,Home Improvement,0
33.393688804745054,45681.22652384217,0.8671342559395564,17913.16020057322,757.6523611446552,0.16155988845237618,3,PhD,Own,Home Improvement,0
30.158260487512628,40438.30679895521,0.483171221537616,16456.34814744327,698.1454283811926,0.1441391257197449,4,High School,Mortgage,Debt Consolidation,0
25.33753680246746,56979.361072593965,1.5733119122789985,9542.445503289628,476.99791715271556,0.2722343203611129,3,High School,Own,Debt Consolidation,0
33.24621544101309,10000.0,0.3190150222110793,8545.033192868077,483.5632130355427,0.6070260755626863,3,Bachelor,Rent,Debt Consolidation,0
39.91505647246784,14265.28519454447,3.4013942677282394,8987.925677374555,764.7289972169713,0.4183217180657684,5,Bachelor,Rent,Debt Consolidation,0
34.907114384321844,46442.55862511355,0.5112824723451704,7200.342375672651,758.2626517680567,0.2053190807159392,1,Master,Own,Debt Consolidation,0
38.06981072686238,10000.0,1.822880168319247,1423.0045829325736,713.6021072944966,0.27829646193314184,3,Bachelor,Mortgage,Business,0
53.13407698515423,10000.0,0.26712106934376695,20098.24699080288,567.9730145579608,0.37200015062005287,1,High School,Rent,Debt Consolidation,0
31.57121138442436,17254.807972108687,7.6750511238724775,11136.889611960029,617.7478546558901,0.17744103655992943,4,Bachelor,Mortgage,Home Improvement,0
37.78348634644669,24245.756571493654,1.2123816261099918,3062.3505183846833,610.1135548519117,0.4350208075017784,2,Master,Own,Home Improvement,0
29.907866374008655,48830.6045078465,3.453869561617156,25393.62139829822,547.5268672998538,0.2033810950503081,2,Bachelor,Own,Home Improvement,0
26.536402801130272,20077.74049921607,2.9276284167340103,5054.408468057684,675.9048633931925,0.5196795088138352,6,High School,Mortgage,Business,1
29.150923465822302,16250.523879354445,2.501381563934991,7433.743137553945,850.0,0.35935382586172243,4,High School,Mortgage,Home Improvement,0
30.212414284783115,25737.25851935227,3.513149987675556,18377.097669588966,600.4372844891302,0.3302449050276517,4,Bachelor,Rent,Medical,0
38.59475797547125,27855.84901083958,0.21175153822219497,9663.502959796646,779.6774299762444,0.2621752466845759,4,Bachelor,Mortgage,Medical,0
58.490757867007574,27463.686251617233,2.269498036606916,23583.45470987758,561.4660284028854,0.3886056870925831,0,High School,Own,Medical,0
27.8395656372416,20150.953694855754,0.6180218075548025,6113.891772855744,496.33368947148995,0.2026545876954219,2,Master,Own,Home Improvement,0
30.833746943845377,10000.0,3.0823594861708647,31349.02888493756,748.7495742461291,0.10835274773236377,1,Bachelor,Own,Debt Consolidation,0
34.36876986888752,13921.532280421961,6.287015429838278,4349.245584249262,628.1185890432196,0.23080061158442733,1,Master,Mortgage,Home Improvement,0
38.957988487097474,44807.71182921062,4.6351848808797484,23250.870785354877,777.1248756111365,0.4950424525806336,2,Master,Rent,Debt Consolidation,0
37.63550811954785,24186.12665378115,0.2442272990518641,1323.3380177660922,797.0893453196377,0.07244790970762788,4,High School,Mortgage,Home Improvement,0
47.84095793948117,18746.061208415133,0.922650536931032,3360.5043939327693,622.1592035663839,0.32833617654045544,2,Master,Own,Business,0
18.0,38525.832688297654,0.9061286486478911,10284.291477430525,784.3016236823285,0.25579480015097344,2,Bachelor,Rent,Business,0
18.0,12518.23529468127,0.26089235100345404,5881.9502383232875,562.3945112425481,0.15635704828202218,4,High School,Mortgage,Debt Consolidation,0
30.04121827989851,19679.36557695925,0.20656103481362803,7632.731874818608,560.8200868189435,0.2864067746540609,2,Bachelor,Other,Personal,0
45.97300187543709,23597.102371031568,0.9719087696074513,8377.633341683204,757.2274429249982,0.12570457480862074,1,PhD,Own,Debt Consolidation,0
19.343519683944038,17664.482220990973,9.674595570683332,3125.2761100967095,495.2192683543533,0.2417239473096077,2,PhD,Own,Business,0
18.0,23164.6204121552,1.6830282751181067,3318.4606943125164,649.8441129772154,0.3404223656725749,1,PhD,Rent,Personal,0
40.711794062192084,20053.380746157276,1.9445670961260575,9756.584203950599,774.9653443908454,0.07563234976191786,4,High School,Own,Home Improvement,0
37.43657223702714,10941.612676285547,1.2736051889799098,4754.912811041841,781.6790514613658,0.3552424734184571,5,High School,Rent,Debt Consolidation,0
24.0979159320057,24118.608077337783,2.171375654831607,23690.44513966359,606.7332200650671,0.08048051465717056,5,Master,Own,Debt Consolidation,0
25.1446039927907,11336.967261353057,6.277454587654596,6949.620103193015,750.9230584528307,0.4493678388839354,0,Master,Rent,Medical,0
25.302562803653256,23928.070880549647,1.7768548566988238,14400.252130675017,537.7068906540343,0.15478515652758384,3,Bachelor,Mortgage,Debt Consolidation,0
36.1053531747394,43785.934387068504,0.13449976786220352,11548.159301865462,583.2630300981406,0.12234042936266235,3,Bachelor,Mortgage,Debt Consolidation,0
28.73684723816993,19139.095395212837,1.3580569175522026,5009.398636611033,673.0409535445012,0.2668189591786247,2,Bachelor,Mortgage,Personal,0
39.940639189755196,12261.976784277726,9.85385889299502,1661.933513057655,687.7751113228379,0.06470103858341446,1,Bachelor,Own,Business,0
18.0,20671.394046724683,0.9800950513096095,20909.37901722776,545.2273099115348,0.44886403978104883,3,High School,Mortgage,Debt Consolidation,0
26.43148134872201,14530.63482079715,1.8022192859592403,3702.904307305739,836.2276655378619,0.2233364786444825,1,Bachelor,Rent,Business,0
23.739460390889498,29651.099943186542,0.22552404186373268,5866.383097972158,462.25371637153387,0.11980448833171656,5,Bachelor,Mortgage,Personal,0
32.43659321627508,20455.470386033106,0.3043930113252521,7181.94880660429,655.4203879955245,0.2528452644264708,1,Bachelor,Rent,Personal,0
29.619522415098615,51786.33683715499,4.153792817024949,7779.059675351574,669.5907495004722,0.11702713851667935,2,High School,Mortgage,Personal,0
42.978437798957664,39398.963894197695,0.7143347824894732,17493.1898025453,475.30403347555375,0.46644749946830516,2,High School,Mortgage,Business,0
18.0,20403.45947901068,0.7289859169847276,8140.926281662728,782.4129401790673,0.20877360099389225,1,High School,Mortgage,Business,0
35.45491476330752,31501.943898921443,0.9794757367124802,7318.178431212805,575.9523601494598,0.3159865447442975,7,PhD,Own,Home Improvement,0
40.583364232117056,18094.834601974104,6.791146825996201,18301.984310812808,659.8455188873185,0.5785266926983007,5,Master,Rent,Debt Consolidation,0
53.56647436561955,22403.6336808559,0.17633062183847276,13102.022643126646,682.8038297673405,0.5045763497571072,3,Bachelor,Own,Home Improvement,0
30.182340289065248,18384.862261740887,3.415911590908535,4498.699541503256,504.5742041851503,0.752613496616297,5,High School,Mortgage,Debt Consolidation,0
38.24458604352517,32313.099359589498,0.8357573060594292,3236.5903644430095,542.7861714367946,0.13415757675027948,0,Master,Own,Personal,0
18.0,45093.533703770234,3.7871595308683315,4192.448374471126,806.3027827255116,0.2600974399719376,4,High School,Rent,Medical,0
18.0,32837.423475637486,9.596454203279249,7790.2185981373295,643.4168357554003,0.19915946618033586,4,Master,Mortgage,Business,0
43.447743757817,34925.35332116142,0.8574697532439799,2990.383681917257,380.29425152151106,0.4910943984874228,4,Master,Other,Business,1
34.9443970635193,34944.512265787125,0.27704506381187766,8713.270067965492,619.8078349936778,0.5482702650299321,3,High School,Mortgage,Debt Consolidation,0
46.78512689798423,29016.73353968915,0.3118473299006401,7307.389330082886,646.7098108959775,0.7104639269602161,2,Bachelor,Mortgage,Debt Consolidation,0
21.26597111030251,12460.9735135745,2.8437675635045303,1059.9582230914452,671.9370648037911,0.4399633920558274,0,Bachelor,Other,Personal,0
40.199021395287524,51559.190651250596,0.3131241252059997,2630.84364417375,450.11222638680897,0.21548864872257495,5,High School,Mortgage,Debt Consolidation,0
53.688178405438535,54295.97692233814,0.6033498846526076,1000.0,647.0691378748788,0.23761968741904604,4,Bachelor,Own,Personal,0
39.19705608357266,19595.597415776167,0.45731330026357375,6154.12305219914,566.7347925167436,0.2714397194324481,3,Bachelor,Rent,Business,0
37.76581505591049,18299.90307544852,0.8791151064466584,19133.785318464626,672.1034543012466,0.10219816706690789,4,Bachelor,Rent,Debt Consolidation,0
35.0855608082435,29917.708047318065,0.15455398441014712,1785.5354757789592,700.6336004635486,0.1998884489613838,2,Bachelor,Own,Business,0
19.291185428740878,29010.305780829054,3.8862228918636985,2813.460626164484,689.9994129559797,0.8565101127173063,4,High School,Mortgage,Personal,0
48.55572935710348,19910.98693459438,3.934316974294025,7108.238242166884,790.3973256311388,0.442266418562839,4,Bachelor,Own,Debt Consolidation,0
28.89142360194934,11789.766308891722,1.0652323061025384,3459.909033870397,850.0,0.13816763057606138,2,Bachelor,Mortgage,Debt Consolidation,0
40.04483256383017,25664.156158437803,1.89395131638183,3446.318319166678,536.6396480702892,0.25596984398177525,2,High School,Own,Debt Consolidation,0
19.369656934287462,29019.354098879245,2.0541740498538004,12497.392292645036,611.8019649857903,0.28072081316835235,5,Bachelor,Rent,Debt Consolidation,0
23.205403354922197,31663.205439159487,2.7666624339093393,5453.885908618999,724.3061743519268,0.17816071976294226,2,High School,Mortgage,Business,0
49.350873992222354,26229.667230394392,1.4708157838411144,2466.6595122521194,637.3203885820528,0.22420477376396608,3,Bachelor,Mortgage,Debt Consolidation,0
31.52697711042157,19234.14618946923,1.4280718603490496,1525.118342933614,377.7213954499229,0.12242307613826975,1,PhD,Mortgage,Debt Consolidation,0
49.53275476042545,36206.75634462326,1.9955644375711952,47416.531658830914,630.7453289398495,0.33697762674351683,4,PhD,Mortgage,Business,0
34.21769340941482,22763.741153392264,2.4283722036807873,19983.20088149296,773.4146987461962,0.34113929838045964,4,Bachelor,Own,Business,0
18.0,17457.74192941255,0.8514082149110705,5645.947573389838,510.52585576736885,0.5231473209029366,3,Master,Mortgage,Home Improvement,0
43.920675997317204,20124.098554833297,0.8020613294100465,8693.113237946909,672.0504513276742,0.19193483592450897,2,Bachelor,Own,Home Improvement,0
29.101076822443922,10000.0,0.6286501428148749,5481.725213193069,459.2638533734703,0.32612369179395945,1,Master,Mortgage,Business,0
41.98688813517043,20108.121917149492,1.5918955304455473,12189.928836909883,737.0029641899306,0.1595584445803922,4,Master,Rent,Home Improvement,0
35.25210867540082,31076.844155796796,0.8930607943060533,4091.3427906444044,674.1564281187082,0.4757273791109573,4,Master,Own,Medical,0
19.568817720571296,26105.24448034244,1.554420076503928,5247.260588923483,593.1916221447307,0.3722520696830769,2,High School,Mortgage,Debt Consolidation,0
36.64294765370569,47114.31145934154,1.0417006263846804,11664.679073436024,608.2050468765343,0.0862480712259431,3,Master,Own,Business,0
56.96223142152799,19312.590949575562,3.6247512491414855,25928.221393285527,500.0931928782616,0.282470281336581,1,Master,Own,Debt Consolidation,0
39.92986458514459,28103.701750158853,0.15188443847311642,14663.72558355324,750.7632066200654,0.25643903007513885,3,Master,Own,Personal,0
34.42482246994537,32740.564351700752,1.6982484912494376,21744.825541456474,570.0649208242826,0.45328578476985437,2,Master,Own,Personal,0
45.75343401956898,71070.56275742677,1.7142696730981735,6311.105447636351,700.0298769027776,0.4266276500688351,2,Master,Rent,Medical,0
37.106684652031106,23679.92082749397,0.9680990185062575,4922.597779469098,553.8089626123348,0.2919134902290499,5,Bachelor,Other,Debt Consolidation,0
37.09534230262794,13067.799248926935,1.0929777787774089,1718.6512216690821,850.0,0.4404217950850618,3,Bachelor,Mortgage,Personal,0
24.083748278408976,33656.597446666325,3.2201898652785124,8584.887644903585,805.9664738330966,0.11885999214977166,3,Bachelor,Own,Debt Consolidation,0
37.33848025789598,55986.37732015863,0.65888042743121,10973.489802794702,850.0,0.2882893743105519,2,High School,Mortgage,Medical,1
45.35443416416945,18745.81197069454,4.102155899863519,6374.084063676974,850.0,0.08514710603353093,6,Bachelor,Rent,Personal,0
26.639378478999753,33541.56749250559,4.533341682920676,4353.080085349815,586.5479140257204,0.2016954060323464,4,Bachelor,Mortgage,Business,0
49.24495821246948,40715.495655751074,2.103186265915828,21910.532842013337,561.5868731135052,0.3126424725449601,2,Master,Mortgage,Debt Consolidation,0
34.08293975854874,36626.70037947691,2.9643572920132772,13432.647746953315,850.0,0.16506743833663307,4,High School,Rent,Debt Consolidation,0
26.122304884614593,23453.59955488346,1.8983900189918832,23161.816480578094,635.8929027966353,0.4196029536072443,1,Master,Own,Personal,0
44.976320769202445,15533.637625736259,1.489972252825174,3778.705327478631,733.3217937779918,0.5674178496961442,0,Master,Other,Medical,0
32.132057642617305,21149.26064104576,6.803060129003687,4598.1655008084645,587.9318717727317,0.21513695694613297,3,Master,Mortgage,Debt Consolidation,0
42.59514887486108,27703.11738834975,0.6643966653846866,21216.655618808225,589.5766908320699,0.06898360133086284,2,High School,Mortgage,Debt Consolidation,0
32.08241367741463,34686.68802913956,0.33482871844677,7801.898154361371,732.9958331801676,0.4359652256066013,2,Bachelor,Rent,Home Improvement,0
34.40173856470096,26029.154715788878,0.6779096481849236,5139.528951934423,453.0126216235417,0.083754464692868,3,Bachelor,Rent,Debt Consolidation,0
39.93560204334292,18215.82529092926,1.9070799428915108,5433.767380891797,728.3174974539075,0.3372063510706794,3,High School,Own,Home Improvement,0
37.90897057590006,29076.6239041018,0.40958453699943104,8031.572204270434,702.4473799782357,0.2015513666064428,2,High School,Rent,Home Improvement,0
18.0,33861.79050265868,4.789708753006167,18076.381084728306,596.9845584650079,0.04353041313823127,5,Bachelor,Own,Debt Consolidation,0
23.78756259905608,26630.302236217467,1.0587410469287857,7126.601261383423,652.4183246056446,0.3542823586978649,1,Bachelor,Mortgage,Business,0
44.29409984790816,14500.036457717315,3.793745074898295,15251.39516594201,668.085453228949,0.28415731487207974,1,PhD,Mortgage,Debt Consolidation,0
33.678634110984525,20116.526751388075,0.5733292991475366,11776.981929800668,673.7027652196925,0.5072436833351502,6,High School,Mortgage,Debt Consolidation,0
29.76268697228578,35380.29791827744,0.7513321502722019,4013.138039895973,719.0143057974421,0.2214709178945722,3,Bachelor,Other,Debt Consolidation,0
21.414259847425257,11031.290402160108,0.12209914318115872,4010.6014861977606,568.5017509393156,0.18130750344166732,2,High School,Mortgage,Business,0
24.202636787241516,10000.0,0.5961860030145129,5652.124247305694,850.0,0.18599331683088596,5,Bachelor,Mortgage,Debt Consolidation,0
18.0,46818.86153999066,1.3479201479167173,2780.8999470825897,629.4405952000988,0.20724533907425466,2,High School,Own,Home Improvement,0
33.987192812984674,28444.4296927458,5.8426199313382705,5370.567788610187,636.9305787734995,0.10601618357890834,1,High School,Rent,Debt Consolidation,0
29.01562419418953,29832.83767646312,0.9849990670989912,27193.866577575045,844.4689268886298,0.08597585750558473,4,Bachelor,Rent,Debt Consolidation,0
25.334121090146848,12856.329191982433,2.041880109220073,7902.130861101748,467.0952869743279,0.3835758922036031,2,Bachelor,Other,Personal,0
34.318765748320466,31849.088170897325,1.1162192566676936,4388.9173885695545,843.4256247755625,0.18070726616190796,3,Bachelor,Rent,Home Improvement,0
38.63970630852738,25276.347190761262,0.09584396890573431,37518.73628525712,659.3460108060845,0.326045109396581,2,High School,Rent,Medical,0
55.93197932209945,10000.0,1.4004750188637185,3848.7594101295376,596.9823543746235,0.018555140108930997,2,High School,Own,Debt Consolidation,0
19.881165804367864,44897.69369918952,0.13637277935581132,3753.6862140372314,538.0347660140739,0.1785499810317345,3,High School,Mortgage,Debt Consolidation,0
46.59381043300522,23845.282113700854,4.30316314222648,21667.92955024343,523.0898278268016,0.2966089357401827,4,High School,Mortgage,Personal,0
44.73101561015072,18069.089897989423,2.7970331941556736,13753.580204074306,615.817643453931,0.10622776353620567,5,Bachelor,Mortgage,Debt Consolidation,0
27.209072606232994,18233.30465716219,0.9517262331297223,7302.360404677628,677.7983277035611,0.6793992399400155,4,Bachelor,Own,Debt Consolidation,0
37.03235954586031,10000.0,2.0445176763294155,15764.677577708937,712.2496539473212,0.036733467733433,2,Bachelor,Mortgage,Debt Consolidation,0
30.423667506623847,29633.723517462648,0.23763048585311827,10305.984253424795,676.6016182576718,0.11567217268133816,2,High School,Own,Business,0
36.85688580418739,25107.66868167405,2.4250518024124057,3137.074847260583,598.979219611429,0.5013423971893972,6,Master,Mortgage,Business,0
50.09131013404551,19989.450409271907,3.4601897488809934,1190.2661712200047,783.9512476912465,0.09408510805408002,3,Bachelor,Rent,Business,0
41.05606232631313,41741.14465566541,3.4490876157159724,5146.766223326562,850.0,0.042651062660508464,4,Bachelor,Own,Debt Consolidation,0
40.08608373233442,11026.6515605027,0.6689256472227616,19301.53429181754,799.4624986038395,0.40261904508458335,3,Bachelor,Rent,Debt Consolidation,0
30.696906800453576,16343.961188255478,0.612360752648389,5751.5457820453885,614.070890897027,0.38249827533576636,4,Master,Rent,Debt Consolidation,0
20.15943335075665,14400.178374707062,1.4737705451196284,11708.58671273829,700.207873341801,0.14579304458448802,3,Bachelor,Mortgage,Business,0
32.91531789459592,19160.43031140443,6.869849327175904,9391.76348131352,706.6174835748411,0.12029614666687152,6,Bachelor,Mortgage,Personal,0
47.06608154863915,22782.204655469774,5.064574651179391,2090.586158621982,810.3676409089658,0.6131754162387278,2,PhD,Mortgage,Debt Consolidation,0
19.728321434103524,27309.96033055858,0.891444779704839,5854.017431968315,616.1819232693663,0.18768897343780247,4,PhD,Mortgage,Debt Consolidation,0
24.44910631823305,18518.27337287153,3.026706121740373,10797.862365023542,553.5082565630116,0.16646044120127762,3,High School,Mortgage,Debt Consolidation,0
36.26267736234068,14204.614170937179,5.084675736230807,4316.8575415276955,763.3851291500895,0.24308489220526686,4,Master,Rent,Debt Consolidation,0
25.153452151527375,51174.84976862509,0.6047157157319601,6063.057406610491,690.6377094985596,0.42381366843200197,0,Master,Mortgage,Home Improvement,0
27.074765528847873,73557.30901669068,3.54739494251988,11085.549293397455,539.1238686763261,0.204204577861382,1,High School,Own,Home Improvement,0
30.764014182718228,23662.4181379111,0.6236643779912411,8587.852633895713,720.5573659014929,0.23482640749384945,5,High School,Own,Business,1
21.343825958098506,15087.3182130717,0.8410015361522863,18723.370702923436,833.8255461261754,0.40064074128792443,3,Bachelor,Rent,Home Improvement,0
25.258781537836317,46061.238668921615,0.44334100070028765,11014.157068561786,580.6240461468532,0.16732047691703714,0,Bachelor,Mortgage,Medical,0
42.03427916787309,10685.270110410773,1.414815964571465,3771.8466996997195,560.8998415305911,0.23620673647572238,4,Master,Mortgage,Personal,0
21.92630217769036,18631.58127069135,3.706983310165146,5530.108025955256,653.0063751697242,0.2587953334786179,6,Bachelor,Mortgage,Debt Consolidation,0
19.021278655051624,15551.952529561775,1.5017735203325375,8235.727880741344,718.029949453958,0.4596076696334063,2,Master,Rent,Business,0
28.699750204661058,12335.446483412734,0.26350026788622,23640.864996124805,642.5086668235739,0.13572443163525286,3,PhD,Rent,Business,0
42.31955502509846,19148.65742008111,0.5801055800390496,5547.92629164481,763.442527579791,0.012121109795523171,3,PhD,Mortgage,Business,0
33.0307819200311,14298.557834286405,1.6550120813115126,2026.2558458038982,676.0707290774513,0.17491636884982295,2,Bachelor,Rent,Home Improvement,0
30.354189218843818,22166.27418932447,1.7502373839925396,11527.070709047344,751.165367022896,0.6275094629407748,3,Master,Rent,Debt Consolidation,0
35.44358797515607,22327.817103618083,1.7203213488514246,4427.19465323899,577.9175287103716,0.15769845351548376,3,Bachelor,Rent,Medical,0
18.0,16144.490714760646,0.16025965670033265,2897.950217016935,527.2278398928197,0.3796148883764196,6,Master,Own,Home Improvement,0
39.94705653775033,18301.591855817125,2.802376595449833,8225.895213522115,615.996630780643,0.23866076688069424,4,Bachelor,Rent,Home Improvement,0
38.83435031403644,19625.313480430297,4.803224722999839,17646.524193943133,515.3553329471678,0.12531068838257833,2,Bachelor,Mortgage,Personal,0
30.906915259042787,33021.79346679024,1.4288190521911803,5119.927553729226,690.9324474435117,0.17634437287294466,2,Bachelor,Rent,Debt Consolidation,0
45.05924511796417,20450.96399475804,2.5375865474587265,12055.293170686999,448.3296094781414,0.43697313633048795,2,Bachelor,Own,Debt Consolidation,1
23.725039010469615,33267.987271814345,4.907176277831357,13982.067999693058,604.7272785347366,0.2561486303452092,1,Bachelor,Mortgage,Debt Consolidation,0
46.27908993253569,29522.456551824573,2.0579266925943562,15266.821066867591,621.4042559554581,0.058393039203583304,0,Master,Rent,Home Improvement,0
36.54493665595251,29312.383432091392,2.243715103599394,4510.585074282899,545.3363519384135,0.0755965120205937,4,Bachelor,Other,Medical,0
31.634474101218267,44087.12131771825,2.5559881181078365,3304.8103029638332,619.36463111529,0.15666014018425975,3,Master,Own,Business,0
34.80126364631688,12585.549379428574,0.6035686237048328,3685.632810873564,650.4271580700648,0.4031480806023103,2,PhD,Mortgage,Debt Consolidation,0
33.92735234189058,17385.7893387207,1.747793745402133,15256.787083715577,776.9232793779234,0.2253006899575617,4,Bachelor,Rent,Personal,0
47.20282896417717,53191.26127822381,3.692538360994964,13820.586345493328,545.9264054961709,0.19931373806297656,3,High School,Mortgage,Medical,0
24.233208725289863,19367.307627437996,0.7024162009643135,3767.924202707811,685.7337291174091,0.21590683046939985,5,High School,Own,Home Improvement,0
27.374807608534017,10000.0,4.549365996453268,44627.932047755916,705.5758778857173,0.22829488293595795,1,PhD,Own,Medical,0
45.3630289207248,19900.81228907592,1.9371793254135334,3425.1783650604816,647.8831448829709,0.23064331108866631,6,Bachelor,Mortgage,Home Improvement,0
29.044650648161408,23563.86715691174,1.100432187622244,18026.01493714699,600.1958303805611,0.22020451444273,3,Bachelor,Rent,Personal,0
44.00533077331592,10000.0,1.951991036177254,27329.78334070016,536.1008135436007,0.2227575285671958,1,Bachelor,Rent,Debt Consolidation,0
51.99435983008709,42914.61916503861,1.0278605620916417,8846.755713915829,839.8565458684002,0.3567180035272006,4,Bachelor,Rent,Debt Consolidation,0
30.982049730583665,15415.731116056671,3.6407574647928262,4377.446861742021,657.2640502648461,0.5615369080336856,4,Bachelor,Own,Personal,0
41.81362326575305,25959.20529286235,1.3167904907204038,4454.622401900901,618.4444010112389,0.09968161102665395,1,Master,Mortgage,Debt Consolidation,0
23.463077186601417,19673.13399427648,4.6295858071139655,6570.385855808165,850.0,0.18132618306909004,4,High School,Own,Debt Consolidation,0
42.54733298067809,11565.99134493199,1.4259165856433764,19239.036066183773,672.2286585995911,0.1859440727447336,5,PhD,Rent,Business,0
36.99423985986767,12896.94747730528,2.1597874954294687,3102.9214497648154,850.0,0.28414229910791294,2,Bachelor,Mortgage,Home Improvement,0
39.73038282160215,13800.479015158253,12.188697158546258,1861.2194572712956,508.36811544352884,0.15149766371951706,3,High School,Own,Home Improvement,0
28.544279279646048,37904.91077557914,0.31791137316258866,10825.329513520037,626.2861133268855,0.09634538755885677,2,Bachelor,Mortgage,Debt Consolidation,0
18.389165844328275,20460.079107603433,2.6691438480283827,12903.968787871181,512.9980753096938,0.28432220531253427,2,Bachelor,Mortgage,Home Improvement,0
40.03252064749505,16967.707227823834,0.29902477186296095,39119.4692739308,637.7876719862329,0.2593125656208049,2,PhD,Rent,Debt Consolidation,0
18.0,13803.749590629695,3.6510424639418337,2681.53539969025,637.3092076162335,0.14554445710515498,4,High School,Mortgage,Debt Consolidation,0
31.826495077574652,40057.65662036544,1.8149265235845884,7274.677130955775,604.1968079581698,0.24444988355976044,1,Bachelor,Mortgage,Debt Consolidation,0
44.4118186641997,45802.806076063796,5.566395538798575,20526.45756023841,655.388860682257,0.722732329666108,2,Master,Rent,Debt Consolidation,0
36.91897735873036,39829.851560942436,4.019183330762906,8925.697314590874,609.0702877083136,0.4329898382813106,3,High School,Mortgage,Business,0
54.48342644789813,28175.79822790916,0.15564642633194117,6930.23255090993,638.9626663521567,0.19727469365398345,3,High School,Own,Debt Consolidation,0
45.251091525817735,25461.302282362798,0.29538243818962184,15243.742920490165,574.4207775175245,0.41316495495267863,5,Bachelor,Mortgage,Business,0
28.461016116744236,11992.432334138586,1.8384446927537266,5016.505369007586,794.2821474751471,0.1187027514636399,4,High School,Mortgage,Home Improvement,0
35.27313379851439,19478.964849550437,1.4609283160959083,16012.559684436468,539.1250591564105,0.057354207303685435,3,High School,Mortgage,Business,0
34.52629297455564,15647.55413305684,0.3692046249542027,2972.472705687562,671.2363746028849,0.22333881406300174,2,Bachelor,Mortgage,Home Improvement,0
19.17823236653873,10000.0,0.277051638405403,2402.9553085498205,530.7354837130823,0.47861961154764315,1,High School,Other,Personal,1
25.59601083515647,37366.1954457245,1.6601837939222865,6510.226875288805,566.5054950938207,0.22721659528194374,3,Bachelor,Rent,Debt Consolidation,0
29.392390930201397,15554.185211119433,0.10031745119261386,1042.4908435644168,577.1735346043602,0.5961285846561265,2,High School,Mortgage,Debt Consolidation,0
18.0,40053.48455048489,4.138749610704121,8671.176075054396,636.8219629076166,0.29521054148900305,2,Master,Own,Medical,0
35.47493468251643,34230.52950302856,3.2909896373607412,2026.2679380377322,667.5421821413072,0.5415263652871096,2,High School,Rent,Debt Consolidation,0
32.50928155346959,29096.08733613611,3.0776790635708395,10157.182975062744,539.3272908916312,0.16917754257968573,0,Master,Mortgage,Debt Consolidation,0
18.271060986884258,29924.775726593787,0.032252965170492705,9399.084317615929,608.6493540273952,0.3133014055937553,6,High School,Mortgage,Business,0
39.04212865277332,16193.141363720562,0.09762631003418872,7674.282563886828,550.885458708404,0.1632188108191614,4,High School,Own,Business,0
42.158727446909595,55766.30292076484,1.596300503109582,11488.788594890832,546.4690229995339,0.8265081594749514,1,Master,Mortgage,Debt Consolidation,0
37.27034478864889,22506.573824040246,10.37917307546707,9541.041924576351,763.3559632160885,0.18377956131628956,2,Master,Mortgage,Debt Consolidation,0
31.759318247910297,25615.831122538944,0.8380620234919545,6409.903641888163,510.8014663907545,0.008618241023109936,0,High School,Rent,Personal,0
40.91442151751855,15922.075686492077,0.8443320396032681,35059.62927424125,657.4684701319775,0.2265657741257307,4,Bachelor,Rent,Medical,0
41.80220360476691,13827.53771791344,0.2883827996896153,11099.424674621358,819.8073366275922,0.5549247335262192,3,High School,Mortgage,Debt Consolidation,0
38.074035697196884,27963.2941073051,2.24377700265119,15025.83707275717,770.6158426734997,0.2895216305670275,3,Master,Mortgage,Debt Consolidation,0
26.75387749565239,24557.111071718038,2.0807434920476098,19119.495402568245,692.5358535196087,0.5630271141781298,3,High School,Rent,Business,0
37.76600765511181,14843.596172517024,0.21366189549159034,13828.9500465479,648.3746026944469,0.21737398573971828,6,PhD,Other,Business,0
46.95480650825479,10729.869148314327,1.2600153516855885,42203.83341598606,723.6642062365296,0.652042696170195,4,Bachelor,Mortgage,Business,0
29.033709413882697,11673.054801169863,2.199675531448797,9253.94760760949,686.9393901568698,0.6876041711480682,4,High School,Mortgage,Business,0
55.97939339132431,40057.326057234066,1.3605256285689178,8058.082656002427,792.2625740342573,0.15650913710502623,8,Master,Mortgage,Business,0
29.743690660146157,16209.829438389706,2.2439476035974013,4819.099335621976,636.6281076478401,0.6645913731104288,3,Bachelor,Mortgage,Personal,0
35.324070133401364,18593.0982155883,3.388580306961474,6601.02917030093,750.110169459544,0.16532806881803536,2,Bachelor,Mortgage,Debt Consolidation,0
28.275144039936638,45486.46687502904,2.315549346300915,4514.3673975910515,617.427414625029,0.12831748065048976,7,Bachelor,Own,Medical,0
37.23270835920261,12568.195299707957,1.914820519590144,13929.574634823985,839.3496320717052,0.028517394159255156,4,Bachelor,Mortgage,Home Improvement,0
18.0,15313.691662887242,3.8426922574874953,3905.523070226635,633.8153584977878,0.20614404598113817,2,High School,Mortgage,Debt Consolidation,0
29.53958201183279,14997.166852120852,4.616976321125137,8595.840787704305,488.10650878119804,0.17054786147459458,3,Bachelor,Mortgage,Debt Consolidation,0
24.07878799651433,49465.67336300631,0.9849449464234064,12678.17826151199,657.7705133695891,0.4042335765265485,3,PhD,Mortgage,Debt Consolidation,0
36.35338347892291,59676.390389045555,0.38050558263210826,9138.569197730414,726.4601806356636,0.33750840356703904,5,PhD,Mortgage,Home Improvement,0
44.94447375508908,32073.377790716673,3.405963749926267,3957.1054877397614,812.8681235499943,0.0972581782820766,3,High School,Own,Home Improvement,0
41.46006187114551,32587.77060235838,0.4809688460510264,14173.877421433479,550.3848524172147,0.0678236990943278,1,Bachelor,Own,Debt Consolidation,0
18.0,16478.676628552945,5.288761701861655,7568.333925989106,475.55777207804596,0.24257749729347436,4,Bachelor,Mortgage,Home Improvement,0
55.4206965292788,58317.89333125324,0.046287413234503555,1000.0,699.6713179950603,0.33865942994689247,3,Bachelor,Rent,Home Improvement,0
37.95279940620868,25181.07822013369,5.083492046202941,3689.767207083739,696.5770060269008,0.45093928368447095,3,High School,Rent,Debt Consolidation,0
27.23500859507,33743.90651259056,1.7792148022649688,24857.276091309224,508.8928073459737,0.4013224699963354,0,High School,Mortgage,Personal,1
36.57127918990941,20894.42238101469,2.981018768546399,26567.859459774136,617.0402322049989,0.22765444907235177,1,High School,Rent,Personal,0
36.761898225026926,19263.81426179282,1.0166328391217827,12343.550365758336,621.5246620725455,0.1565303295495025,4,Bachelor,Own,Debt Consolidation,0
28.331512830484364,50590.60316348159,9.586929147484591,15172.732502996494,732.3120025946473,0.5194655659874157,4,Bachelor,Own,Business,0
36.97916667342076,28849.90098503433,0.5163796906553146,4347.537252866617,608.6294364128328,0.29410187887445566,3,Bachelor,Mortgage,Business,0
28.925277123796928,45510.016817063224,0.6139844044653832,6580.621449080764,606.4489100124185,0.08181178186757407,3,Bachelor,Mortgage,Medical,0
30.956380073099773,25025.837893296724,0.10560453628985923,21770.111596334606,661.4626417698623,0.16409353992484457,2,Bachelor,Mortgage,Personal,0
28.137208642449156,14412.003745974322,5.6426627739389845,11392.746888535787,512.1888742622601,0.5280048235259618,1,Bachelor,Own,Personal,1
20.673287102603474,16454.076442695336,1.2177198009727992,8535.239596868141,840.07819401106,0.12067703534338634,4,Bachelor,Mortgage,Personal,0
36.45836470215384,23190.143569333864,2.2469521823452743,6978.248030013353,743.406819991612,0.23530862517047968,3,PhD,Rent,Home Improvement,0
40.85299436516338,16102.82323770054,2.3259223113445064,20734.983998957716,579.8201983902746,0.04576121178730416,5,Master,Rent,Home Improvement,0
40.14883596076372,12660.843183925619,4.150932384248782,19883.106346141005,538.2361403584987,0.3089439562490319,2,High School,Rent,Home Improvement,0
43.19925252635234,40163.28367719791,2.186803279297247,13626.032556387187,545.9840605851572,0.056082591650291266,2,Bachelor,Mortgage,Personal,0
38.243402100148685,16773.65809977863,1.6511694624004545,8544.303246176254,708.6741479026796,0.21585982440686716,0,PhD,Mortgage,Debt Consolidation,0
29.672745017830966,23602.22754113343,2.4779466378393598,6091.166046273818,548.9619494786929,0.15107977649262727,2,Bachelor,Rent,Business,0
43.39663864431189,25541.677148263876,2.7803702326271322,14106.782311953417,625.0672743310527,0.29748427805903865,3,High School,Rent,Debt Consolidation,0
21.42482460158065,16414.550356695498,0.4114127975496731,3355.889443211296,480.91775071547283,0.31251935430658373,3,Bachelor,Own,Debt Consolidation,1
25.993286174875198,45496.911938594756,0.2323195454193906,3961.365713469217,704.126626870941,0.32701004660987987,3,High School,Rent,Debt Consolidation,0
25.357999285767555,12599.710536697368,0.15559629987672569,2537.9879777704755,707.8749479739339,0.36462063999039196,4,Master,Mortgage,Debt Consolidation,0
45.8005605913931,25104.757068163657,0.9369807320846553,21767.728814452337,631.5431125372122,0.31962937810444036,7,Bachelor,Mortgage,Debt Consolidation,0
44.42788514140076,24910.853055864096,1.3783112741099093,4552.658835374696,669.3557903989356,0.1814378830847644,2,High School,Rent,Debt Consolidation,0
39.87305237044995,21436.978960597866,1.9124028371161506,11194.817527111869,729.5741008799594,0.4530012167197254,2,Bachelor,Own,Medical,0
45.71929865211797,11516.587810434727,6.341815792026528,7328.704086653356,666.6676695056024,0.30963920243759546,4,Master,Rent,Debt Consolidation,0
26.207172175880117,34043.989491806286,0.8033082190152191,82292.16585997514,728.0853007786652,0.042621271999668225,6,High School,Mortgage,Business,1
38.485951198609804,31944.50109106612,2.8615297741979893,11539.42097386928,533.2023369306271,0.5466416787161652,5,PhD,Mortgage,Medical,0
33.74825571616836,15712.561008705967,1.515830633052143,1826.7384585064685,687.869423733692,0.3207059836733829,0,High School,Rent,Home Improvement,0
43.46882103884914,31374.276098265946,0.4971533269862042,20750.976925078714,669.3451382732637,0.4836697741061105,5,Bachelor,Mortgage,Medical,0
33.847757674478025,26567.763016989167,1.9106111639069334,5944.841983943982,770.1984942674994,0.22557680942496935,4,Master,Mortgage,Home Improvement,0
31.15057111589919,11610.834238976151,6.833201511088586,6899.869369438867,653.037285587332,0.6778156817135083,1,Master,Rent,Debt Consolidation,0
40.4090851856099,14371.976925498178,0.2654823795512872,4731.465146213435,640.2639172183864,0.41510129924814104,0,High School,Own,Home Improvement,0
43.76169167191233,38915.220378265374,1.4156274794885835,9475.738936309932,594.2867308600185,0.30549791924911696,1,High School,Rent,Debt Consolidation,0
28.31654805153198,25711.871558434847,0.10597546701602666,9376.956385051055,799.1228645483377,0.183938457612814,0,Bachelor,Mortgage,Personal,0
34.38924328647624,16611.46713452581,0.7749055144970619,4834.912245515929,414.3816685730591,0.17813277620923987,3,PhD,Mortgage,Debt Consolidation,0
24.415593663583472,14339.33951854029,1.938342557898871,5396.384026928927,701.1170524354243,0.16691079742183126,3,Bachelor,Own,Debt Consolidation,0
18.0,17022.701268168363,3.6784184582690997,8787.002381055978,647.9617556419772,0.07776643599359857,3,PhD,Mortgage,Personal,0
37.00459631413729,17637.105610509647,2.6211008742673143,1243.66110281156,631.6387777617206,0.4109921798552705,4,Master,Mortgage,Personal,0
41.08905356254632,14429.333809947379,1.2429810255991391,2557.542265009219,617.0677560893062,0.17537271315757103,2,High School,Own,Personal,0
37.620668090867255,10000.0,4.798693307375707,30822.298271580476,644.4144995857162,0.4207999973775996,3,Bachelor,Rent,Debt Consolidation,0
18.0,38948.93246919296,0.7211211522609076,10532.876665818865,697.854627071577,0.17360137426022093,4,Master,Mortgage,Debt Consolidation,1
31.491505699235255,35786.17183955673,2.804712614429083,5324.493190777846,570.4960863751197,0.5297985036928604,4,Bachelor,Own,Debt Consolidation,0
18.0,11653.621558735142,1.2849424360060868,2086.2714046060505,663.5027227833247,0.37163510880174605,1,Bachelor,Rent,Debt Consolidation,1
48.69701107654185,23580.034749646944,4.578069720383615,7746.117801816824,685.076087332613,0.05085095956626478,2,High School,Own,Business,0
24.13945417881914,14028.986026054574,3.1933674050620384,17821.37170096039,554.6249170685008,0.3427824839462993,2,Bachelor,Rent,Medical,0
47.55403609459896,19326.18881260818,4.634781542387912,66927.47729690258,700.3871620352995,0.1849567158902727,2,Bachelor,Own,Medical,0
44.45869643684146,18538.718391587958,0.4822277314451091,36814.42901091057,685.892273992912,0.17362206523202617,5,Master,Own,Business,0
25.994096474639385,17784.505721853646,2.2061470430684236,3985.625664912449,570.1034995077891,0.1361737039069396,2,High School,Rent,Debt Consolidation,0
23.67215048732255,59962.43381509741,2.682362148824838,5449.942705733422,531.1919190169455,0.5098681009253109,6,Bachelor,Rent,Business,0
38.50370216386338,17673.774579888388,2.712805327870315,2496.8884503423587,568.7887122542533,0.33418197946153355,5,Bachelor,Mortgage,Business,0
26.55675962816929,14703.900643511895,1.4023605209157985,4132.657521527992,663.537689703187,0.625045702848478,1,Bachelor,Mortgage,Personal,0
36.024846421582076,15043.620379397596,0.022628576383283666,6834.410303978337,642.4068457646529,0.15827843831465893,5,High School,Mortgage,Medical,0
30.171724091930816,37119.15706265451,0.6060809122137503,6040.791967009123,789.3923413916289,0.27640112834047625,4,Master,Rent,Personal,0
18.0,10000.0,0.7810570575820382,41925.681646178055,613.2870954515756,0.5251147438270839,6,High School,Rent,Business,0
18.0,15043.308325757585,3.821580899791775,2829.1014913961717,561.0901216969455,0.10106181295930707,1,PhD,Rent,Business,0
37.26684248494597,45406.53970656062,3.676266406149784,7815.9706660369775,715.702062915494,0.4578659259638382,1,Bachelor,Own,Debt Consolidation,0
29.384422536693748,24884.318227682397,0.22114839782501353,1555.0021234306903,551.9974879525332,0.41276969606495667,4,PhD,Mortgage,Debt Consolidation,0
29.469101830858676,24244.886363432546,5.9849105683574235,10558.775819854838,570.916537815071,0.46373791045020596,2,PhD,Own,Medical,0
41.95863839093785,63963.841752781176,0.4029047469337184,2770.0917668496922,572.2254896333679,0.041572267666318045,3,High School,Mortgage,Debt Consolidation,0
46.73442276632445,24913.721040206594,1.0700981514703198,19576.81127725322,350.2646781928967,0.5557629174105327,3,Master,Mortgage,Medical,1
32.27455278638191,15458.386016637867,0.48454307604549696,6420.037806873463,706.6866664846972,0.3787987177057965,2,High School,Rent,Debt Consolidation,0
31.594012930901386,19129.013092067522,3.9369809159626565,2639.6789670968988,743.9980994953559,0.28760253940694924,3,PhD,Rent,Debt Consolidation,0
40.001430331138835,12485.008024996536,2.767810689062278,1506.943335645735,741.6686597326784,0.6850435787304234,1,Bachelor,Own,Home Improvement,0
21.430644303004247,41273.19430858432,0.872453279961532,3703.7089264716983,838.5428366853146,0.07731979391126349,3,High School,Own,Business,0
37.23153054747697,29356.84033056273,2.290644579719151,9813.406231161442,800.7030592649069,0.3402107000479493,2,High School,Rent,Business,0
40.51885971822154,38646.32923481134,0.4075812761591265,11352.700427353393,616.6033333241521,0.6682415407953307,3,Master,Mortgage,Debt Consolidation,0
41.80230208417629,40396.23894822699,0.9634953382262462,5438.451317634566,760.924036792536,0.3130689092760432,2,Bachelor,Own,Home Improvement,0
18.0,17906.06228330254,0.946762938139307,16994.374130136275,640.2359686716568,0.5098723353789212,2,High School,Rent,Home Improvement,0
27.386447301910593,13733.91464091356,0.5434512637877366,3266.275701729563,607.4030233780784,0.20909406779763595,2,Bachelor,Mortgage,Debt Consolidation,0
26.217367471765336,21464.237226601388,4.1799868281050445,1000.0,574.44222535007,0.08718516934734981,1,Master,Rent,Debt Consolidation,0
35.99886954409213,14237.284401038478,2.2716673929196793,10158.264814718612,623.2376061364266,0.49913100058800364,1,High School,Mortgage,Business,0
39.80744579767984,23920.196853797494,0.6568395592814017,22744.45481212754,682.8972249810379,0.544000897742735,3,High School,Rent,Home Improvement,0
49.96710407445981,38795.06940778126,0.5544624416915036,22913.165543972198,808.1137991382332,0.4317525180560073,8,High School,Mortgage,Debt Consolidation,0
30.05034519631927,20250.407119017254,0.03623317975130948,2864.510064894173,722.8645078385305,0.30074016449507435,5,High School,Mortgage,Personal,0
30.02427501690786,23741.92009264403,0.851077240785345,5240.8839201615265,572.8691664917618,0.1933273309933422,4,Bachelor,Mortgage,Home Improvement,0
46.49672018878747,21016.795691812695,1.4963529251448022,14458.763966910488,545.5871459462905,0.08279576931229318,4,Bachelor,Rent,Medical,0
37.96576938530305,32904.46975101093,0.6506597254867098,4906.494985493008,706.8544057130348,0.22906849856851852,3,High School,Rent,Home Improvement,0
47.67651511187974,15773.850288066225,2.411003120754909,8815.862093220207,740.2374362768014,0.4183259117336034,6,Bachelor,Other,Home Improvement,0
37.88728003009836,10000.0,1.0612049014283098,4568.079173334878,772.7476073554291,0.3116512581229975,6,Bachelor,Own,Debt Consolidation,0
23.42883381286729,27873.576207155213,0.7605242866924133,3389.6738761830547,623.1248869607069,0.4443632843288805,2,Bachelor,Own,Debt Consolidation,0
21.668716452221936,36095.27360405112,5.595654175775393,3955.6534147212205,696.9502857798072,0.23553625209215634,5,Bachelor,Rent,Medical,0
19.48487750941071,27534.281915361404,0.6097944864289905,17406.172337859778,735.5826655776914,0.21625119237482526,2,PhD,Own,Business,0
41.620518347584735,15992.65370372376,1.0158517312516355,8192.924637551323,514.8940750387534,0.5025057440595665,2,Bachelor,Own,Debt Consolidation,0
46.88596823087008,12487.631468469615,0.9634749276923611,22415.44055176326,677.7771518163003,0.23104620580238655,3,PhD,Rent,Business,0
53.493621413863806,28204.83696756335,0.5520297214657811,12287.485150664923,740.4347274866429,0.06278206666406566,2,Master,Rent,Home Improvement,0
43.431053323232405,23641.04029984322,0.4904632630554531,29295.001558665856,701.0391445409284,0.3396467209763466,1,High School,Mortgage,Personal,0
46.628385775349855,20683.750814211293,0.7201615280830952,15591.084981946216,641.9353331642214,0.23309153358878748,2,Bachelor,Rent,Home Improvement,0
29.199836673463153,54788.28493352492,3.9936768927948156,14875.527086868336,850.0,0.37094683933203904,5,Bachelor,Rent,Medical,0
23.435841832561433,13719.863509035102,2.9141452557762677,7358.487449995404,843.0518667546419,0.16264218321601717,1,High School,Own,Debt Consolidation,0
43.50079332417553,53504.364583884395,2.285125306378423,89982.02986391365,650.9395744676309,0.5626322840823276,3,Master,Own,Business,0
39.17680752239401,22379.30557211716,1.2216713008264575,8867.592127311227,631.0273205982282,0.2716310955204576,3,Master,Mortgage,Debt Consolidation,0
36.07444374340893,10000.0,1.417553312458484,1671.1399957336864,720.0278648202632,0.1738363642884762,2,Bachelor,Mortgage,Home Improvement,0
38.8737148063299,20138.70114416131,0.6215980318041713,10040.948206765239,644.2471169224383,0.18688791409019406,2,High School,Mortgage,Personal,0
38.23185482458206,35587.43974021509,0.15444452438833867,3692.8958239982003,777.1542408612589,0.2390250035991601,1,Bachelor,Mortgage,Home Improvement,0
47.83816859853562,18351.60808306377,0.8040636871842446,18280.993952174682,523.2746587381868,0.21530911132840105,0,Bachelor,Rent,Business,0
47.94985584816956,10536.605689459337,1.3687069415905426,14481.878765834512,625.9300352122814,0.38740838463960536,6,PhD,Rent,Personal,0
40.44220352340347,20287.145423835216,0.1180420403997213,6952.030679999041,718.5246037371055,0.23327512411054926,4,Master,Rent,Personal,0
43.45802872562928,14348.688353231048,0.18474227058561796,3982.581831105204,750.3748248146247,0.13486606253695488,3,Bachelor,Mortgage,Personal,0
40.14062552424776,28167.02370584517,0.6104032493428057,9110.114705849384,501.90822942747354,0.4813367631412901,2,Bachelor,Rent,Home Improvement,0
30.388302679653812,32425.483098782872,0.9148236748001289,4851.353192187798,554.5937077865452,0.13948757965541103,4,Master,Own,Home Improvement,0
42.5656467491314,12989.086659242803,0.9994971070610782,15218.136620065234,482.37405790043,0.13220890682491293,2,Master,Mortgage,Personal,0
21.055049311407384,15476.808744609485,0.25086810954741046,12642.413253180805,562.6821552690074,0.02957084855287577,4,Bachelor,Mortgage,Medical,0
45.53891552295883,32154.935496636488,0.5119052478598245,84861.2860832788,522.2785553366709,0.6869983481077953,5,PhD,Rent,Debt Consolidation,0
23.05477060233965,14336.698547733398,0.6066671806865617,5675.468358516579,703.9131097962996,0.24948383421980452,5,PhD,Other,Home Improvement,0
37.85803286794733,12822.041127128447,0.1400615545667038,6356.667221514253,672.9004552290648,0.23759477701059706,6,Master,Mortgage,Debt Consolidation,1
26.54846041573841,12217.864147495688,0.7893462054704191,7159.385704767939,634.6170887385742,0.36216994354531623,3,High School,Rent,Debt Consolidation,0
40.533889830744265,26265.70320464853,0.14992467689939218,7414.639031838717,652.6094801463353,0.06685691858858507,0,Master,Other,Debt Consolidation,0
34.660747740720915,25708.5489556633,2.4311317777926353,18428.67492520614,769.4239568907144,0.2922863064781651,2,Bachelor,Rent,Debt Consolidation,0
19.052440418366675,15646.100331320784,0.975676299114364,6495.880488398019,545.7730913677376,0.17479246879492255,5,High School,Other,Home Improvement,0
39.20699631018479,22082.54371113371,0.7912841926354128,39257.7977753787,456.97984143866597,0.18248467776506083,0,High School,Mortgage,Home Improvement,0
29.220792231672895,47266.9307777277,0.2705450642081394,12910.808242163059,721.0511880513029,0.4954815632422241,3,High School,Own,Debt Consolidation,0
43.81146720813369,13534.129991293428,0.5136686696601614,5493.996126480631,610.903629553973,0.347568661182474,3,Bachelor,Mortgage,Debt Consolidation,0
35.01325688734407,10000.0,0.5297684169639177,4478.320881944821,548.156480663664,0.5335887051794191,0,Bachelor,Mortgage,Personal,0
38.95420985388038,27654.33533199311,8.42682585501754,18633.154160751175,705.4011312156398,0.0497698984850777,2,Bachelor,Mortgage,Debt Consolidation,0
25.42431044984788,20843.54147915026,3.607859003236776,8290.09014081116,453.2353794918333,0.39682525274697045,1,Master,Own,Debt Consolidation,1
29.106677685726382,15444.179139212269,0.03075991838541037,8162.028787748418,564.2411567848116,0.7103040733558903,1,High School,Mortgage,Medical,0
30.413613638989155,30517.028512341298,1.9185874496725828,5020.153645349386,411.13437170570944,0.515197868133264,4,Bachelor,Own,Personal,0
43.56702480242556,33510.44875562263,0.5911868266136197,7714.3958656028135,675.9095203148527,0.346344528880768,6,High School,Own,Medical,0
51.77377087805489,10000.0,0.22047126800757733,4860.206080340491,807.3690171621807,0.24302908790127367,7,Bachelor,Mortgage,Personal,0
26.948282482571237,15894.064956274426,2.4456301750146823,24085.593604213285,592.6821323737772,0.2810981786518027,4,High School,Mortgage,Personal,0
45.7684814465768,70175.75188482653,0.28221846290045266,14380.783595160116,570.8455786880315,0.1645746740165706,3,High School,Own,Debt Consolidation,0
18.0,29486.931904698504,1.1730417390255032,7045.785591073947,828.4553726544186,0.09802925390697075,3,Bachelor,Own,Personal,0
23.058105989077106,30885.800272176588,2.000242518123441,6963.416668744432,712.7435250318587,0.28585818367775795,3,High School,Rent,Debt Consolidation,0
25.41221543813225,39594.56495910718,1.6170925228893487,8723.181790593848,850.0,0.12492596683200166,2,Bachelor,Own,Medical,0
21.474913105592776,22215.25319090404,7.599988391932516,8067.248983450521,666.0802743027378,0.09512305175965141,2,Bachelor,Mortgage,Home Improvement,0
19.1641161021242,32805.192181006336,3.081154488514787,3768.5705969860155,672.6637193234142,0.5392037852606245,1,High School,Mortgage,Personal,0
39.129989121377974,31540.60435639574,2.9761525851323,1771.1435622092215,794.4829510856184,0.5000540275938022,3,Master,Mortgage,Medical,0
32.859323022721384,28840.062207298022,0.8788569601925642,4280.5614798274855,635.1371836528874,0.42393253996072217,3,Master,Rent,Medical,0
38.794053976051096,18750.84345570947,0.01686186545662112,7311.370422475621,674.7196017914749,0.2287544730151734,3,High School,Own,Debt Consolidation,0
41.90472686121513,24005.28902717518,2.651610026190268,4490.563355631655,407.87012629602054,0.24017211526831855,3,Master,Own,Home Improvement,0
37.65616993172534,16412.839729719664,16.4496763260426,15606.931544319412,823.7703823189624,0.4302495691894082,3,PhD,Rent,Debt Consolidation,0
41.57763176150374,22168.045793381203,1.0413449160204076,6745.814323342848,689.0874148137685,0.11765486526735286,1,Bachelor,Mortgage,Home Improvement,0
34.30467713757731,12280.335890214234,8.469766468429446,36274.0852383968,639.2623900328804,0.3854615442468852,1,Bachelor,Mortgage,Debt Consolidation,0
23.130066116942555,14834.161425460505,0.3056220773414122,5170.913236624696,740.7345007878811,0.4297771553798511,2,Bachelor,Mortgage,Home Improvement,0
45.57814180820796,19126.765708060168,0.7034099199801913,9068.602383070262,531.853891328495,0.19246010528976173,4,Master,Rent,Home Improvement,0
29.10887867218873,13741.109117071002,0.3744115666471796,6431.16250653756,594.8621441935372,0.14908168713883146,4,Master,Rent,Business,0
25.64403701237574,17111.249036939334,1.289384518210683,11519.79853928707,705.3335573294976,0.2767012900332612,1,Master,Other,Home Improvement,0
33.22082124195602,20293.116353197107,3.1889153718920147,19007.727827066905,654.4026161411524,0.3156678551438096,6,Master,Other,Debt Consolidation,0
25.87189080703487,26933.63543252154,0.8330370196006717,13182.227068879121,694.6631531840799,0.073875942640836,3,PhD,Mortgage,Home Improvement,0
30.825696180105677,35405.71939585938,4.733797937972379,1596.1711106140829,674.9303784174264,0.40355437510225867,4,PhD,Mortgage,Home Improvement,0
38.440539215634665,17467.683826917004,1.5741704230335072,12087.042480063827,713.0543216263015,0.6263248344078928,4,Bachelor,Other,Medical,0
38.48341739246127,42939.70960641604,1.2525642872525387,3609.4023592777557,517.9197638210455,0.2957098037091346,1,Master,Mortgage,Medical,0
26.021699335743705,35217.75153056195,3.0932628012989962,6324.489869293615,777.8144802172155,0.04116211046921471,2,High School,Mortgage,Debt Consolidation,0
30.122946270512553,28340.493197583128,0.21393137772256485,14065.262012938716,601.6113745880772,0.28209317866647154,1,Bachelor,Rent,Home Improvement,0
45.743330047702436,23785.336697656236,2.9722512378797448,3308.3050683135157,655.7732462515474,0.22866557462805326,4,Bachelor,Mortgage,Debt Consolidation,0
39.96400117733941,25836.93718642692,0.5566572391859366,20429.973812360076,589.9224224473836,0.3249828361090502,1,Master,Mortgage,Personal,0
55.750650393485415,39875.82682650823,0.6592664840095424,6107.612850707205,621.2594779247039,0.13629995239437756,6,High School,Own,Medical,0
46.80128173741528,40610.82070387616,1.8298521934252105,46016.2511216748,672.9093936062079,0.28901893178533355,2,High School,Other,Home Improvement,0
46.44293068559939,42936.3198887819,4.644237783798216,8560.7429674745,723.5168714056572,0.4556048452944631,2,Bachelor,Own,Business,0
21.12131449544198,22486.342770849664,1.727429532334193,31706.411474204597,740.1231086194377,0.2138048901173083,3,High School,Mortgage,Medical,0
42.63860351633423,29070.62759744595,2.093649520996972,21123.54089174806,693.2511285827717,0.0637333859398106,2,High School,Rent,Business,0
34.46893198303089,43121.33879882091,2.997534348443301,4969.705860575035,590.4204889312246,0.23577993359595753,6,Bachelor,Mortgage,Personal,0
29.490181964617506,16125.255436178186,0.6003860419997683,2860.201677377216,686.944644762159,0.2658812768605592,6,High School,Own,Home Improvement,0
36.680153405325285,18784.579504975627,3.511630614731391,8874.185974820917,674.0289346597727,0.6004477746023033,2,High School,Mortgage,Business,0
44.45211534611484,22203.791276646258,1.082432722403226,5084.162044268297,655.906511524851,0.13228596626868025,1,High School,Own,Personal,0
40.008315910042114,34537.444731687225,0.3863339772836141,28674.830303917708,703.4223305956756,0.2491769006329153,2,Master,Mortgage,Personal,0
26.2152619865794,34807.42744648272,0.861929186608365,6650.934583596333,522.4242429917153,0.41592932148176753,6,High School,Mortgage,Home Improvement,0
42.424589135926205,19625.16488504472,0.5650736286298969,6372.052009464182,447.3080069629332,0.12579245629429098,3,High School,Mortgage,Medical,0
28.62412457924036,10359.87316326195,0.5193910308491521,2652.5619655700416,768.9999221488613,0.13605022515770346,2,Bachelor,Rent,Home Improvement,0
37.16683118964286,24911.678091064427,0.6641408341327057,11331.861178336258,636.8626209883778,0.3044816716969625,5,High School,Mortgage,Debt Consolidation,0
31.966499325228657,13916.659565340116,0.3991734468250391,3167.2601097526203,691.5928508783974,0.08118477513449318,4,Bachelor,Mortgage,Home Improvement,0
32.811337482643744,10457.052369637286,2.203444782550359,11544.328198863686,563.243433307455,0.6706454181638025,5,PhD,Rent,Home Improvement,0
42.662429750405096,11708.42819071436,1.7349618835808975,12888.276532297104,776.2224212002133,0.1738547559506196,4,High School,Mortgage,Medical,0
24.59806280184102,25930.897851908685,2.0907605396493514,4448.222736908595,685.0079217215658,0.31917731646502506,2,Master,Rent,Debt Consolidation,0
54.45195074276933,43500.10715758084,0.8423498994933076,17418.07858255523,632.0482402547208,0.2526008354955328,2,High School,Rent,Home Improvement,1
18.0,22459.012451596445,2.9370350441514055,6503.525208025968,678.5791716357287,0.3562666938573337,0,Master,Own,Debt Consolidation,0
29.02332316745143,24481.92397585801,0.2776248907748317,2497.3989350978272,475.8299394355587,0.11290750186310834,3,PhD,Mortgage,Debt Consolidation,0
38.70211889941741,39793.0466784903,1.6932341618266362,27895.756856607575,687.3128997365698,0.2631552362382218,1,Master,Own,Personal,0
40.8431416643531,10175.850005627246,0.6444172173902354,3870.827319172234,798.6827198315742,0.5278353794382582,4,Master,Own,Home Improvement,0
33.99524279428295,28569.306202411088,1.499900306343108,12156.951596482862,681.5279281897234,0.39466860109232993,3,Master,Mortgage,Debt Consolidation,0
34.42609296998457,21899.193920423495,0.782051247812113,11391.64623360919,668.6143009517368,0.11505565631573939,5,High School,Rent,Home Improvement,0
39.10550085327617,29232.276267039775,3.1261753983010765,11062.84791914113,618.2968764312413,0.4022009509375142,6,High School,Rent,Business,0
32.6893052254232,17296.475748919725,4.437808892163553,10910.594108410005,758.2761614995326,0.21320381382684037,3,Master,Mortgage,Debt Consolidation,0
48.93181257934906,14632.953521192985,2.7141020784129477,3728.8303737855063,773.1009310580641,0.20922868008064763,1,High School,Mortgage,Debt Consolidation,0
43.39349114231602,23629.57660055177,0.3861593475836122,31353.452926814593,606.8055965098279,0.4617930649533766,3,Bachelor,Mortgage,Medical,0
43.728243510056345,50241.44997370701,0.6428001050958213,17413.4699393501,685.8646858039783,0.10614127833559427,2,Bachelor,Mortgage,Personal,0
25.33843276629583,33875.761995825895,5.035472971679732,11849.552533927525,673.2214436420718,0.23353410488867296,2,PhD,Own,Home Improvement,0
34.206115755942974,17088.373772475526,1.1497334356221391,2789.5038057227835,690.1771172456951,0.2568410485007785,1,High School,Rent,Business,0
31.995340512792964,11265.654843828632,5.666560610471204,3704.5078669547183,572.7274694387297,0.15913001396960968,4,Bachelor,Rent,Debt Consolidation,0
24.943986243105343,10000.0,0.9966471648455655,13711.158938760207,764.2776425133344,0.24190707729747,4,High School,Mortgage,Personal,0
38.60164183945767,42533.60404612376,6.063741364356142,1631.1698090222064,706.5218447822073,0.2633850531113249,2,PhD,Rent,Medical,0
29.623542422201837,13663.165700316107,5.200338397881709,10624.979750465882,770.2405356974702,0.1949129995008988,0,Bachelor,Mortgage,Home Improvement,0
41.55403829850237,18718.044675901117,2.160721079587266,2793.5223290719287,538.4656129191296,0.3665887186130671,9,Bachelor,Rent,Debt Consolidation,0
24.29808437105668,42642.45204954887,0.017732475281476708,4046.3664234221,544.3413425573467,0.6563378932014424,2,High School,Rent,Personal,0
52.19040612841821,10000.0,1.0227671653787052,2620.5668121336157,850.0,0.366244602099032,2,High School,Mortgage,Home Improvement,0
26.03667341407938,46450.02371252413,4.8435286238726425,9866.348777474834,764.7129290271528,0.3691251115699,3,PhD,Mortgage,Debt Consolidation,0
37.19302337200436,19402.937925681694,4.3275652930212365,19793.10970591023,568.4912346742219,0.5872985165508042,4,Bachelor,Mortgage,Debt Consolidation,0
42.918593103880674,12403.182134000706,0.4150025642453893,10704.441406546615,736.8152611213691,0.2586925587099035,4,Bachelor,Rent,Home Improvement,0
29.29359569799887,19464.051617860394,1.0189280888356744,11687.397916454569,603.4185777524619,0.303619563719002,3,Master,Mortgage,Business,0
43.52468643432951,15347.403863524412,3.609810124897696,9268.40994541851,480.12904741030854,0.09165763561041285,1,Bachelor,Own,Home Improvement,1
22.708164021995838,27457.91916363813,1.724921119106307,13990.793829628567,439.9749436376385,0.5175204420085732,4,High School,Mortgage,Debt Consolidation,0
49.521176991825605,15929.591881049626,3.7585500935429286,11774.229616571143,647.8011164084646,0.16982536791505298,3,PhD,Mortgage,Personal,0
35.141492649657586,10000.0,3.503932276048532,1000.0,806.0801156830091,0.11044144667469215,2,High School,Rent,Debt Consolidation,0
29.035885920311202,19726.510738031968,4.760704267895187,16731.448816293545,802.138809628582,0.46244036554904394,4,Master,Mortgage,Debt Consolidation,0
32.00818227572566,11178.275362546414,0.24935985268497216,15381.512336059897,776.0144954968564,0.3435123277523907,0,High School,Mortgage,Personal,0
43.089192693927195,24395.645737956514,0.3138109382797661,6064.150438494114,733.001110654931,0.6734326439486049,2,High School,Own,Personal,0
29.155447081495616,12166.418261832208,0.17287914420762063,1670.0930423048667,681.7364660412143,0.270639076956518,5,Bachelor,Rent,Home Improvement,0
27.506423105772225,17257.35310196061,5.475025205829687,9837.719652006279,765.1964089345597,0.01120100105650523,6,High School,Mortgage,Debt Consolidation,0
32.78463402416262,24131.996682972742,1.2893327356233397,10523.105510108082,448.9113647425818,0.2609397629165889,6,Bachelor,Rent,Debt Consolidation,0
23.23037887230032,19806.6028325444,0.13297477598693666,5696.534086893614,748.9787918903884,0.07776051353680845,4,Bachelor,Mortgage,Home Improvement,0
53.205439079418156,24964.62599129711,0.7758297443605869,9408.414989813184,537.8994841299441,0.128830296033644,4,Master,Own,Debt Consolidation,0
29.336054087852766,30950.47368551774,0.8659171503385772,19100.546121531504,558.7276947550068,0.3634072802939291,5,Bachelor,Own,Business,0
43.31616786180403,12345.330212859611,3.3168343354662175,55161.32621286865,719.5852159553242,0.17843226993434277,1,High School,Rent,Home Improvement,0
37.09470083647773,21328.537200841853,2.6596533346134077,9113.59868759745,742.8730686847075,0.036542333456282744,3,Master,Mortgage,Debt Consolidation,0
25.15465949518032,10000.0,2.3384153484639167,10584.341226122508,589.0291574413188,0.337194861011823,2,Bachelor,Mortgage,Business,0
34.940452907872704,24925.998416075876,0.04421220380229772,4192.1495474500325,714.6192960752218,0.2983898310899209,3,Bachelor,Mortgage,Debt Consolidation,0
42.84002779310748,18950.639086299332,4.831413439429199,5425.614062345277,706.293193493624,0.3997693784300196,1,High School,Own,Debt Consolidation,0
33.11738664913693,13470.738834360393,0.48555831575339853,7267.487378324122,618.9352730554308,0.2528016130211287,3,High School,Rent,Debt Consolidation,0
46.93112945851028,25793.033398896336,1.9834374827484542,20788.899145848896,665.3850860404698,0.44044233819555173,2,Bachelor,Rent,Business,0
45.21515392781864,39590.67099649864,0.1276248613678067,15602.1843336356,850.0,0.11437954692756416,3,High School,Rent,Business,0
44.1891485465833,17361.16555456628,0.17008356355354987,37929.4325912976,621.8431971947773,0.5016854299783343,0,Master,Rent,Business,0
30.40343227727003,13733.491380321708,0.01924690674971185,2459.7599908507136,625.290801007311,0.12546486223741865,3,High School,Mortgage,Debt Consolidation,0
24.20157552218513,23921.014783387516,1.6690880822801721,2810.2030611766436,665.0007142885539,0.38731406741258406,4,Master,Mortgage,Personal,0
28.864123946372054,11295.917617937537,1.985154217226281,19568.303115790426,631.7046603809546,0.52637849127641,3,Bachelor,Rent,Home Improvement,0
36.962409406667206,15832.329743619535,0.10356009563025513,25824.74193371082,729.0502398084399,0.5213073028389554,4,Bachelor,Mortgage,Personal,0
40.45786713532355,40586.91815857986,0.6863469570827393,8320.706926529876,796.9243959419057,0.6261457674019203,1,High School,Mortgage,Debt Consolidation,0
18.0,22722.0163093188,3.8137267852288566,1000.0,625.3331260867104,0.3514144852461611,3,Bachelor,Mortgage,Medical,0
34.9188679838825,10000.0,0.21363062855742027,4470.147435875455,564.3214855568493,0.1149851282228565,2,Bachelor,Own,Home Improvement,0
36.580892253231845,10000.0,0.4880888325162881,10597.72804468018,847.4907943011006,0.23723687092220858,3,High School,Own,Debt Consolidation,0
32.224557436844485,23885.881862405702,1.1046540608202873,3946.0470529971635,661.9809476253881,0.3867713144177533,5,Bachelor,Rent,Home Improvement,0
47.91273839015879,33900.84732720048,3.693793158603404,9396.57862134729,479.5472257598668,0.44838341552373967,4,Bachelor,Mortgage,Debt Consolidation,1
39.21780074250871,10000.0,0.5883369393656499,37006.333738484675,836.2274127696899,0.0649827901193042,3,PhD,Mortgage,Debt Consolidation,0
48.10191908080897,27580.28000463987,11.711781238099286,25359.438209308562,762.6187665654568,0.06541533438131836,2,High School,Mortgage,Debt Consolidation,0
32.84039479649768,42837.61084483037,0.8778219128671124,15477.053649308113,810.1342522711782,0.20580924170190193,5,Master,Mortgage,Debt Consolidation,0
44.37477492506925,56609.35277866085,0.976982664158814,7695.881363872357,793.4247524055914,0.2723679053029944,1,High School,Mortgage,Debt Consolidation,0
51.350663945275194,25993.749387553897,0.26045930840389486,5454.87811163705,850.0,0.46628090314953574,1,High School,Mortgage,Business,0
48.116934492726614,28378.903036636188,2.2801058293560614,14856.623210229787,546.3063297642183,0.5423312864044971,1,Master,Own,Debt Consolidation,0
24.07858406571267,10000.0,0.5580134454682517,8269.387496717944,570.4351925295335,0.29443137463263497,2,Master,Own,Medical,1
32.46323922457619,62936.16728341278,1.9823927880923637,8499.50794090868,600.7736319910548,0.1687148181520368,1,Bachelor,Own,Debt Consolidation,0
31.548352945502035,16518.808065149282,0.5050358917573261,2342.625316754159,597.9153793554349,0.31808787431543223,1,High School,Mortgage,Business,0
39.89254535076328,13811.60446144184,0.981628609130479,4575.062753462091,662.2951182063196,0.5422380724128255,0,High School,Rent,Debt Consolidation,0
41.86353555014533,19387.754468334417,3.8852404210475466,14786.77344241883,601.0101296341415,0.6028342394260271,4,PhD,Other,Debt Consolidation,0
26.61107325974264,46902.99009498861,2.6857488883694343,3358.1534297313724,531.0449397835906,0.3133552005725947,3,Bachelor,Mortgage,Business,0
35.67838513916938,66437.90451840527,0.33586925341098517,10022.277847388339,562.5562476539163,0.45756136420223786,2,Bachelor,Rent,Debt Consolidation,0
18.0,23451.842441874553,1.871498490376603,11271.163900120195,620.624691520471,0.25163546032816425,1,Bachelor,Mortgage,Debt Consolidation,0
49.419450058018896,36280.73221298829,1.9811701825758565,11810.098536104491,764.4300450740748,0.5218060419910054,4,High School,Rent,Personal,0
29.876257593233063,22507.45854932856,0.18987114166215166,12685.455413029227,592.4689807347899,0.14681877756358824,2,Master,Own,Home Improvement,0
35.55863939844497,13109.628818326457,1.2539911260841392,13388.894082914196,730.9967819055566,0.18492227170104988,2,High School,Mortgage,Debt Consolidation,0
31.90350286011939,46090.94714446411,0.6040174766745386,4919.516470809516,517.8721076261326,0.21280898336242948,3,High School,Mortgage,Debt Consolidation,1
46.46027575013415,16138.068448073851,1.2589561098373423,2504.58003576552,330.11023201166563,0.3153142511944462,0,Master,Mortgage,Debt Consolidation,0
18.0,47465.83113699078,3.0018038098888966,4028.5898078522778,636.6824902677527,0.23205626128280543,2,High School,Mortgage,Debt Consolidation,0
34.83389657674091,42161.83322703319,0.34456715614292405,14529.50890824227,588.999126853816,0.21279675048243524,3,PhD,Own,Personal,0
33.94181242502302,29942.020239865295,0.2631904349308486,3100.5125792919907,561.8262802595067,0.5123992137239309,1,Bachelor,Mortgage,Debt Consolidation,1
30.463636124083173,54966.95019907415,0.6275497496568032,3524.5620136947095,550.1149728571955,0.3926588536804389,0,Bachelor,Mortgage,Business,0
52.262265456356324,67250.04836142808,6.084618691394734,3508.994469155915,579.2484852817006,0.09537354869420521,4,High School,Rent,Debt Consolidation,0
26.126705411442288,20178.60812463784,2.755257719999994,1850.5171808234318,551.265006848927,0.5452545954468415,4,Bachelor,Own,Debt Consolidation,1
42.71796177235661,14700.00246996706,0.039295238762729646,3236.9813975592942,560.3263951700825,0.23341025028171292,6,Bachelor,Rent,Personal,0
38.56252788706084,10000.0,1.0250035303575848,18039.472103967433,514.1152648411676,0.4306216669681087,2,High School,Rent,Business,0
47.615192525355155,67666.13605106065,0.5951900316642427,4566.89251528739,437.05993688750164,0.35276926162733785,7,Bachelor,Mortgage,Home Improvement,0
28.328109152224947,17679.463585430436,2.0330210141319855,1999.8940332362195,429.0592511858372,0.21855740145569408,6,Master,Rent,Personal,0
27.67031100876241,38852.13963545196,1.2297534516942004,5381.298151060825,850.0,0.36240312318167023,2,High School,Other,Debt Consolidation,0
45.960699074773984,15204.889249217664,6.676362060471294,12190.811274415872,643.6753208866044,0.498256559227819,8,Bachelor,Mortgage,Debt Consolidation,0
39.253213083301105,47530.78191523519,0.49430507590722816,1873.1593722005898,802.4542446304187,0.5648165784218303,5,Bachelor,Rent,Debt Consolidation,0
19.550626533232414,15520.875513404677,1.7727669709787652,17372.577700839876,632.2408871377411,0.3415771666183675,1,Bachelor,Rent,Personal,0
29.606949855367297,12138.535622861687,2.409346198885482,2558.5995773955674,635.5723441553569,0.29004458203903105,4,Bachelor,Own,Personal,0
38.86382653848061,19845.782291545347,3.492400344190687,5905.344626914251,680.6670624132443,0.6727263649477974,3,Master,Mortgage,Debt Consolidation,0
43.37764221546589,16883.838633913023,1.0450240572221217,5845.269098873286,714.0070648144691,0.24879159634575201,5,High School,Mortgage,Personal,0
28.20769346807045,29677.661173091226,2.3226052465180684,5171.137251534348,525.3330547079952,0.19978119386298943,4,High School,Mortgage,Debt Consolidation,0
18.0,21467.65228791743,0.7225179301535786,7693.711925895238,612.022515290178,0.30736952981421556,3,Bachelor,Mortgage,Debt Consolidation,0
40.23223185737033,30147.316622305592,1.1435450888116705,15106.014929387502,680.4781761486227,0.48663108938675115,2,High School,Rent,Business,0
22.796793100560244,19043.655176136064,4.519571029469569,7842.859154668873,456.6474260880008,0.5009881848380756,2,Bachelor,Own,Debt Consolidation,0
18.0,15794.962111858873,5.987772330560132,4991.346898811823,779.7338320902956,0.19424052096979666,6,Bachelor,Mortgage,Business,1
18.0,16452.286213025094,2.537501619757993,11682.870028417761,756.2757417742613,0.4966482787546986,3,Bachelor,Other,Home Improvement,0
43.139808601977414,61234.70598453513,0.9379343835491056,9564.474905704932,439.82236195602866,0.47171791421574144,7,Bachelor,Rent,Personal,0
36.28617450404967,24651.313550737897,3.430239070112101,4742.867322032048,562.0999524838204,0.2561384643349669,7,Bachelor,Rent,Debt Consolidation,0
32.74343619287748,10000.0,0.05241503649857645,8381.99420956951,660.4849741593828,0.5769316638146098,3,Master,Mortgage,Home Improvement,0
48.89024362962762,16981.766579151434,0.21683238238638985,4438.740737122432,734.1842310004325,0.47738261293824075,9,Bachelor,Rent,Debt Consolidation,0
41.37324683023073,23119.53051736836,2.165716493899234,4053.796049486998,802.612719620729,0.34182101018926814,2,Bachelor,Own,Debt Consolidation,1
51.16300042721917,55420.222911227815,0.688500827482437,15438.828885539875,586.2658626785146,0.2727563600434285,6,PhD,Mortgage,Personal,0
21.072645278330036,36840.36352328256,6.047696432536002,11586.16560681873,850.0,0.3438196644602979,0,PhD,Other,Business,0
34.65449376046036,13893.009539078525,1.145617003015943,15007.475283616941,645.1240675534416,0.1250404249756138,7,High School,Own,Debt Consolidation,0
18.832866250519857,73804.71347590178,1.1220103767728402,13468.417792462871,627.5872097759002,0.19743324170723656,6,Bachelor,Mortgage,Home Improvement,0
32.70617668144533,21685.94898520089,2.2669013799755606,3984.7290353194785,706.1724753915587,0.06532050790072301,5,High School,Mortgage,Home Improvement,0
32.513841462333225,41075.40921714796,2.9183199781666818,18052.24881435402,681.0790516696766,0.30007436112595115,6,Bachelor,Other,Debt Consolidation,0
41.26613637263071,12363.39971823854,1.2908436924322304,6386.325301544429,675.4883874893189,0.21389232229368174,3,Master,Mortgage,Debt Consolidation,0
35.455638811418986,10000.0,0.4815992675390452,17040.945034451877,849.6161141608931,0.10152819875603608,2,PhD,Rent,Debt Consolidation,0
41.23407138279916,10892.004367934342,2.9683316925215486,7331.289586079631,674.7370608575571,0.2688492496206562,1,High School,Own,Business,0
42.03440133138894,10000.0,0.7723583899645449,10410.086493868479,551.5725719961182,0.49453428537111577,1,High School,Own,Debt Consolidation,0
56.54928677383142,63325.58188068375,0.38501233494530684,10663.5039361115,566.0245114349586,0.14515457360357292,6,Bachelor,Mortgage,Home Improvement,0
31.847033447138756,24520.541147489213,1.9973901474505913,15530.487526728815,797.2624682026792,0.3041776388845223,1,High School,Rent,Business,0
25.58977299333621,13872.69766477778,0.18961867787087902,2191.5473003869956,718.3829153937107,0.21726007329139282,2,High School,Mortgage,Business,0
37.46083615316409,27620.45816509962,7.105390422843529,2295.903736232399,494.36510388593933,0.047143468864511026,6,Bachelor,Rent,Debt Consolidation,0
26.977199728604567,24213.534147034872,2.001504893553526,13868.407521006555,489.4474769693561,0.4995360688174046,9,Master,Own,Debt Consolidation,0
49.81960768436536,30045.45551686883,8.52252573383839,10776.14282502128,652.5054551132904,0.14923339799351742,3,Bachelor,Own,Personal,0
32.167819610547674,40326.56454255078,0.8276804336910387,4356.764969419424,711.6488374788182,0.502173016480611,7,High School,Own,Debt Consolidation,0
29.344236321260098,19054.13511659957,7.095118231799673,10844.86665018382,582.1952356553602,0.11727795258126834,1,Bachelor,Own,Debt Consolidation,0
30.28684278848882,14186.986034856385,0.3146232520829716,2627.0894304639255,481.9829750709639,0.25752156136865545,3,High School,Rent,Personal,0
42.18417423471641,33319.15071418441,0.08309195545536806,110352.11841042289,537.4828265087692,0.37668296831515874,3,Bachelor,Mortgage,Home Improvement,0
33.422530167685146,32897.97513932404,0.06708060032753213,23138.59101855564,814.5751097307711,0.17231337935613572,3,Bachelor,Mortgage,Home Improvement,0
28.58333179869618,23164.30752070336,1.250492526980334,13330.929516691389,699.6970012032584,0.2564795077297714,1,High School,Own,Home Improvement,1
51.65351917623531,65432.67918281525,0.17330476827839256,8608.490791711665,750.0082063378416,0.32825697292359124,2,Bachelor,Rent,Business,0
26.438301593382498,17695.91212625507,1.4355679145055062,4939.490978857298,766.4993317635535,0.4733831087030984,2,Bachelor,Rent,Debt Consolidation,0
35.35566074032994,14045.692079426137,0.7935078324370857,2840.8284845444814,587.3993792245644,0.34490139596958685,2,Bachelor,Mortgage,Home Improvement,0
41.5230615161023,27147.648596652507,0.8178290785447164,7397.829297677057,612.6964999713069,0.44054513134220785,3,Bachelor,Mortgage,Debt Consolidation,0
18.68664889582927,15717.516523596936,2.0190556051082984,4073.2296576734493,633.1994614411784,0.3230134731939683,3,PhD,Rent,Debt Consolidation,0
39.80260501405925,28219.21088573764,0.35609661504970797,4267.769144386482,691.668483574807,0.22623197594723737,1,Bachelor,Rent,Debt Consolidation,0
24.448923245195505,14523.101566555908,2.9096035895279853,2608.667120778488,758.9504843429427,0.47439475252163216,3,High School,Mortgage,Personal,0
43.227827808340024,18031.560425851083,1.7446956399112732,9894.46156346387,836.9881452388147,0.36023385173215716,1,Master,Own,Home Improvement,0
25.373489880810236,56693.80417976685,4.928905618507591,5993.346374746063,731.4302169735198,0.47260959417670273,5,High School,Rent,Medical,0
41.92769031848861,17983.434752569676,0.9077587452411502,12432.350428871405,732.1585841680038,0.05340795539634355,6,Master,Own,Debt Consolidation,0
46.05833066294713,14773.262351157622,8.115831493326136,11680.534705604967,842.6630886661083,0.02467612139295406,3,High School,Mortgage,Personal,0
43.61436525632805,39550.72856348762,1.715230825494636,9735.864372587721,629.4941237561295,0.43058831343262555,0,High School,Mortgage,Debt Consolidation,0
37.513166482381024,13023.087526430912,7.253835213566951,68019.66995974517,768.9002965888476,0.6768372823832361,5,PhD,Rent,Personal,0
32.686990570703,15576.651680364484,0.054867071778685605,15661.557328307767,707.8282510126552,0.6727053823811526,6,Bachelor,Other,Business,0
29.23580423665156,29386.20308201728,2.603732333040622,2955.8667152268063,711.4952050640395,0.1407795274475075,6,Master,Mortgage,Debt Consolidation,0
49.71034690817104,35214.23601030999,3.39240617720622,11695.847676353613,628.5472075726005,0.3320963729362593,4,Bachelor,Own,Home Improvement,0
28.005047798323567,40547.85642133705,0.10927837482937701,7760.367774110837,510.5767392133861,0.14457714951967635,3,PhD,Mortgage,Debt Consolidation,0
24.62933926430004,15159.597123705162,1.7301007818543936,2770.4790967434124,684.4834309373612,0.49168924260080166,3,Master,Mortgage,Personal,0
41.6536893503283,29673.341718761076,3.238393688463901,2598.5105538036905,684.9083602063772,0.22482025450350598,0,Master,Mortgage,Medical,0
27.038631968135046,17447.399665588877,1.6466881643022901,11644.18664268444,592.4556926589935,0.5549339758157095,3,Master,Mortgage,Debt Consolidation,0
25.499365025338726,16271.529175781296,0.13188133356732745,14158.041250365986,640.326516004499,0.20186354428896028,5,Bachelor,Mortgage,Home Improvement,1
20.56395737830235,40199.36148993993,2.364730808638239,3508.676713027943,561.8106542426223,0.38181117982218676,0,Bachelor,Mortgage,Business,0
30.170901605394825,16734.41743842868,0.12502124207159787,17608.44054621561,562.6589001857757,0.2036282909025994,6,Bachelor,Mortgage,Personal,0
34.17284976103507,25313.73209470073,3.401669364432903,10177.467809382666,601.9036586709212,0.19528968451528647,5,High School,Rent,Home Improvement,0
37.43091727660699,23808.304672508813,0.08797521480175052,21092.806255077285,517.1561752445725,0.36231806793618,2,Bachelor,Mortgage,Medical,0
44.51306244299484,12895.359691896352,0.29560231723061337,19374.175891242878,591.6521842975698,0.5786916556455209,4,Bachelor,Rent,Personal,0
40.268979236657934,35705.01477098127,0.6434640717233772,7138.446593143192,721.3734606173076,0.1930793004844132,2,High School,Own,Personal,0
33.091277804468206,29147.967005919785,2.006775819238947,29985.817056776523,795.611791733339,0.21998060249147677,3,Master,Rent,Debt Consolidation,0
33.0180432362028,10000.0,7.4895540010146675,3296.7985094478886,850.0,0.2527208629111728,2,Bachelor,Rent,Home Improvement,0
40.10157468915183,25303.817574839723,0.2507247915455791,54843.31629065887,609.9866623497128,0.4240093233598417,3,PhD,Rent,Business,0
47.725701629285695,14965.656418652337,0.30795261822723935,4011.70435268996,770.0106823961678,0.1854731410291073,2,PhD,Rent,Debt Consolidation,0
36.263141994832004,38121.65045783162,0.9204880880609151,7797.806963798512,683.6173927260473,0.23843745512518857,1,Master,Rent,Business,0
30.30869145789591,10692.523967357107,3.6184519010042084,5147.41209281552,626.2645920462377,0.265596030344756,3,Bachelor,Rent,Home Improvement,0
25.071339989144548,18430.48775679787,1.2593345118915749,5994.3174615532735,690.2203064002263,0.18483507152918296,3,Master,Other,Personal,0
20.547947355877746,26397.174991059324,0.7760676400072336,84022.75466503669,760.2125708101381,0.3342015137486059,4,High School,Own,Business,0
41.662696720435235,22633.132399843424,1.6474405680062234,5596.090176269708,600.1698925333502,0.41043198826551175,3,High School,Rent,Debt Consolidation,0
40.77978523639557,32256.637930831435,0.6036247328365991,16008.68550238189,597.8679651761673,0.25509875450456176,2,Bachelor,Mortgage,Debt Consolidation,0
40.773635251066615,10309.169356601566,1.0255213470272,6712.170640162574,609.0219969120715,0.32888922915398777,2,Master,Mortgage,Debt Consolidation,0
33.71340553647944,50309.90063524835,0.808746856111585,17141.202439201825,587.3225952441041,0.3596138607667548,3,Bachelor,Mortgage,Debt Consolidation,0
49.069347458917505,28640.363968584727,3.260720761666065,5243.121915484348,769.8882514790056,0.29867455305642693,5,Master,Mortgage,Medical,0
30.158815054151823,43471.42507939923,5.160784867982971,9945.800442003298,573.6150794920756,0.6504165825792366,2,Bachelor,Own,Debt Consolidation,0
44.55269237207206,34102.29914536982,2.8506708195731116,13399.311987148523,591.2384853694994,0.31260987348543756,4,Bachelor,Mortgage,Debt Consolidation,0
34.61257105010457,21898.971314757142,1.1563667228762788,4548.491130746124,681.1203101607341,0.2821976263986569,2,High School,Own,Personal,0
28.916492353206625,11590.034285711825,1.4037098765404685,73583.84176519305,673.0325803178365,0.4621140031685422,3,Master,Rent,Debt Consolidation,0
40.925303073177616,16617.69564662182,0.26723123561000867,13971.192842157454,609.0149958301255,0.08471221221126167,3,High School,Rent,Debt Consolidation,0
39.096361186839935,48765.66052762602,2.7476623891553764,6763.009324906298,818.3621339076169,0.28563441225826003,2,High School,Mortgage,Personal,0
38.56972759266926,44034.068211143924,1.8150370379493035,4638.806473157195,586.9364187309731,0.15765043394500766,3,Master,Mortgage,Home Improvement,0
35.81278422056199,16158.475826311573,4.654575332085491,8720.034025493827,632.8914042728703,0.1512019022054883,0,High School,Mortgage,Debt Consolidation,0
34.62106918283169,10000.0,0.4478155454519199,3063.157701623535,457.324946158751,0.36123887991249626,2,High School,Mortgage,Debt Consolidation,0
58.88371992870439,19804.31521022327,2.8519516953051784,33719.65602282601,619.5002296161092,0.30551727344896373,5,Master,Mortgage,Debt Consolidation,0
46.84256645196173,19075.280400417498,2.308281678541889,11441.507353469131,517.7043440914923,0.7492491536161149,1,Bachelor,Rent,Business,0
42.22826894985512,19440.49798074504,0.6180716562141113,7552.328052755345,558.3734946542176,0.23062427605283237,2,Bachelor,Rent,Debt Consolidation,0
36.11799158203388,28689.015718651393,2.201500983236208,18709.417458573447,454.4140372380176,0.32669282478343087,1,Master,Rent,Home Improvement,0
45.07157200596669,34135.94759421393,5.163893897995838,4549.570798661892,560.7495673775516,0.12019426648137838,3,Master,Rent,Business,1
40.17994776391452,36139.79072844995,5.012734279249379,3213.873964041324,642.4938779924408,0.0893539247469423,4,Master,Mortgage,Home Improvement,0
35.26204752774036,27525.126848616288,2.543265803816743,7301.926837257757,625.5818228387703,0.09676510354961304,1,Bachelor,Own,Home Improvement,0
31.96435674734085,10000.0,0.09853409204054396,8973.534557969295,608.5227961473306,0.28734917117992403,2,High School,Mortgage,Medical,0
34.19082662337312,18571.810278954526,4.1155845714171075,12387.819436071675,617.50962505177,0.23345842840241932,2,Bachelor,Rent,Personal,0
18.0,69706.22414119911,2.144594806837772,2487.361195953728,599.5009587389387,0.11152127267135616,3,Bachelor,Mortgage,Debt Consolidation,0
37.10600839297642,26558.586084452738,0.7433864639099103,5624.8329901093275,646.5396470240704,0.2906510691774321,3,High School,Other,Business,1
30.115239198896404,26473.77195257527,0.414664329675063,1000.0,638.9773606708826,0.2481667715501709,1,Bachelor,Rent,Home Improvement,0
50.926699982828836,26363.690164560936,0.24705771438081506,3146.734927429325,677.4980522186651,0.3798634715943607,4,Bachelor,Mortgage,Business,0
35.19344070811754,27110.86397585816,0.10308538624915738,14360.106039773951,629.90377495354,0.24004539057042396,4,Bachelor,Mortgage,Medical,0
23.11036580465038,10000.0,2.805687076536709,17480.139799485616,606.6340306443863,0.23976037578781634,4,PhD,Own,Home Improvement,0
34.501198458718825,19540.36962111375,0.5379640243244982,3249.954813697981,727.822231693742,0.2825750665755061,4,High School,Mortgage,Debt Consolidation,0
24.538789149374956,21613.071747038848,0.04910376387546158,6249.872613861018,710.2873479433704,0.4200153646676412,6,High School,Mortgage,Personal,0
39.73407415712467,41804.01638350549,1.0125740504142269,8270.786812846683,646.7574308257738,0.41934664903562674,1,Master,Other,Business,0
37.909473643394854,22557.805959428933,1.3179053885446381,19196.593320971377,769.5103424766577,0.2111584153910298,3,PhD,Rent,Debt Consolidation,0
44.57839631108268,10000.0,0.37080515068196934,27536.726265031375,658.26489922441,0.26938790196353174,1,Master,Mortgage,Business,0
27.091182083054345,27310.99310846742,0.09009585609693062,9158.75749831057,633.8827355929337,0.27959708422657115,2,Master,Own,Medical,0
35.34008096228147,14736.573497723277,0.41928392644576246,6578.135829111479,643.1408510545093,0.23594879982740255,2,Bachelor,Rent,Personal,0
21.349782045733647,11987.3496809003,2.273268674873564,2553.0528369190647,666.5117296625921,0.12809335550509943,4,Master,Own,Medical,0
42.01494781924715,14514.747443853155,0.17164673445361484,8834.814492525353,558.2799937213466,0.08451652912670088,4,Bachelor,Mortgage,Business,0
40.18871180440122,28890.03817446164,1.6195284300265052,42613.995074968254,462.6372075097844,0.11088123350999102,3,Bachelor,Rent,Medical,0
39.95805021027571,41331.51735028062,0.31661324606872343,22746.215069120277,678.147113818282,0.2439683137868226,2,High School,Own,Debt Consolidation,0
35.01619031356941,28042.17687008079,0.4355389689787026,9319.708561888929,733.4035811496635,0.39042330632810124,7,Master,Mortgage,Debt Consolidation,0
39.14772890788791,30212.517728602692,0.9987096093334791,10328.912151747803,549.9041561091209,0.33228012737937895,1,Bachelor,Own,Home Improvement,0
51.043391083085965,27903.92493025702,0.2125559529120114,4671.2730294998655,757.3072767023499,0.39558707616871264,3,Bachelor,Mortgage,Debt Consolidation,0
32.14905742957986,23171.157857087735,0.3803933754734617,6089.318788015931,485.35441653391825,0.2583951440619703,4,High School,Mortgage,Debt Consolidation,0
36.38645183710084,31209.10997266951,0.8583450775122576,9118.67092433364,594.1211727261385,0.4449723516027863,3,Bachelor,Mortgage,Debt Consolidation,0
24.138737008185903,10000.0,0.7999673338828285,9140.839161872162,820.6015822217493,0.27960228406734744,2,Master,Own,Debt Consolidation,0
26.317390384016676,23284.52313357691,2.7667690829146125,18189.502961589875,685.5936485871192,0.3085130877031088,2,High School,Mortgage,Personal,0
35.97813293093307,13062.97906267056,0.15545244669984312,17494.928994783997,619.7522457616165,0.3077970057564956,4,Bachelor,Mortgage,Medical,0
46.03933546701907,39397.24962085193,3.938675181436123,12288.921250918096,675.2285835298228,0.09173226235815184,2,Bachelor,Rent,Personal,0
32.43719175748428,20463.99638959709,3.388164231213869,3643.4381350984263,769.6343199250759,0.568779628030284,6,Bachelor,Mortgage,Debt Consolidation,0
32.64083470687876,22369.955028509892,2.9047968729008593,3755.0907927031208,505.48400776378037,0.2474357034260965,2,Bachelor,Mortgage,Personal,0
30.931147554956254,10378.213819570143,0.7403089504508086,3982.586747712486,781.785975027869,0.2920011127818638,1,Master,Mortgage,Debt Consolidation,0
29.65243329155677,36622.40331315697,3.4618757820782586,9783.144465726638,600.9963468904821,0.5518370976296458,3,High School,Rent,Business,0
37.949714557088214,30141.675467573918,0.40374792334490894,1601.8959191451627,720.8384926296277,0.4727512078522781,1,High School,Mortgage,Personal,0
20.027423548213555,29099.43220664982,0.26571285431286723,8062.507908705848,588.5776440783437,0.5691209989211359,2,Bachelor,Rent,Debt Consolidation,0
47.80939576666728,14668.95410704658,0.09199643090388744,25007.07773452174,818.3723321555317,0.4416204568828348,5,Master,Rent,Home Improvement,0
28.345777018705395,14960.67061202721,5.603964640920305,13814.317423059418,646.883699683391,0.32728875171918054,1,Master,Rent,Home Improvement,0
42.21903485438141,24631.951662669206,0.7363701432349575,6120.615309640229,517.1183251427165,0.02989917227218383,3,Bachelor,Rent,Debt Consolidation,0
22.30001402606124,15564.544138959795,4.992773716126587,4635.019425326728,697.0076424955092,0.41399642791551433,4,Bachelor,Mortgage,Personal,0
41.68840130546218,27376.670315224837,0.6365947808589107,15437.76760290688,780.1229981793749,0.5840738297722272,1,Bachelor,Mortgage,Debt Consolidation,0
41.719446078144976,10000.0,4.762519925456723,10351.060868800438,768.8263175372367,0.16899822527520877,9,Bachelor,Mortgage,Medical,0
38.84202072005897,17261.393924853197,4.685336655222723,6653.205435782568,659.3500370181798,0.2818145376805735,3,High School,Mortgage,Medical,0
25.055714782002077,54088.49241629593,5.145536864092633,5058.247188705269,731.2075323556645,0.13747340018393012,3,High School,Own,Debt Consolidation,0
37.495481895980774,27439.61123717115,1.3709670005742958,8613.675483446397,607.8431920960245,0.20755227930839043,4,High School,Mortgage,Personal,0
23.16943815265611,23942.175123302466,4.019029429127291,6358.645034903553,709.1037654551013,0.0979108698376178,4,High School,Mortgage,Debt Consolidation,0
32.472367449038146,59433.49693287538,6.022337456564998,15176.503006513753,686.2812916128278,0.17353121588978843,4,Bachelor,Rent,Medical,0
45.29413100955326,10000.0,0.7849505111749621,21871.40329228224,360.47339801309744,0.14560421207593494,3,High School,Own,Business,1
42.96701927070742,14652.180494810216,1.0855767525406994,2714.057801571876,549.9394492118738,0.372122368397346,2,Master,Other,Business,0
35.15182942540433,18023.16968974991,2.5405114687305472,3039.1840141646385,670.7844601098475,0.029832789068418426,6,PhD,Rent,Home Improvement,0
25.251934240771583,33832.447849001896,0.7143782142625243,23823.909354502775,666.499473175635,0.4676770764655137,2,PhD,Mortgage,Debt Consolidation,0
41.455877121741935,34126.45543249027,2.803297752629694,9252.556346701644,647.0922508974019,0.2346812914519601,1,High School,Rent,Business,0
35.193812376980254,14285.44756811517,0.15352915453406962,3276.986373836688,658.9374618642302,0.5293907325603361,0,Master,Mortgage,Personal,0
18.0,36278.37675454994,1.4825683302071624,17793.72747850342,770.7667653420049,0.28405327497691063,2,Master,Mortgage,Business,0
42.826298263165185,18003.880848595803,0.2609315849554929,10650.350484204697,685.4122218648348,0.41086922011593624,4,High School,Rent,Debt Consolidation,0
34.75767166130308,40369.09568085445,0.6943645032856035,47221.12379744988,416.73738176611755,0.2415937467298936,4,Master,Own,Debt Consolidation,1
47.02451247983072,13143.447848217918,0.598498476453644,6712.714262193669,844.770964247424,0.6238275819679328,4,Bachelor,Own,Debt Consolidation,0
24.047294811571952,20709.425224236864,3.651858199272768,19672.228467192566,459.34538960155794,0.41126843533817087,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,17238.772522841053,0.43014555413143685,2542.574549153377,745.8142625708724,0.20766083041411104,5,Bachelor,Own,Debt Consolidation,0
37.79083858345185,37347.27337106742,3.3051910998830203,24755.97220575147,493.5681161508634,0.22777777017159673,3,Bachelor,Mortgage,Debt Consolidation,0
37.91563676681973,16959.940341117446,3.159373266249687,17245.871260067568,792.3439976869821,0.296118141892356,2,Master,Mortgage,Personal,0
18.093283723935482,21563.896469814656,1.381831566189002,29245.410870508756,622.200095391685,0.281273249293587,4,High School,Mortgage,Debt Consolidation,0
25.215004541333936,28379.0279482218,0.532737006031455,19701.779764224004,688.4277556116093,0.4353276147435108,6,High School,Mortgage,Medical,0
62.55217743719902,28929.85082408012,0.5146842768464993,7485.787122410262,451.3840071528023,0.302700801570878,2,High School,Mortgage,Debt Consolidation,0
31.943893858461966,34319.75118552443,1.2506953909832705,3175.1137859226983,722.956316529314,0.2248239659332251,2,Bachelor,Rent,Personal,0
42.30958976376216,24478.79198577473,0.017696072141598556,5005.825832861405,691.6302212076671,0.34087448886589905,0,Master,Own,Debt Consolidation,0
28.493401726316165,17869.945214356103,1.51580133594405,1980.4506330473487,711.7323266790651,0.3723557607148878,2,Bachelor,Rent,Debt Consolidation,0
18.0,18493.05670398462,6.105855408645167,3878.7987146537102,744.9616623604827,0.18152565306412455,3,Bachelor,Mortgage,Debt Consolidation,0
33.297417532040946,22311.02338712524,0.3361436528121498,11392.255704454872,667.8508869498635,0.31180579097755545,3,Bachelor,Own,Business,0
32.34395439713895,24954.17041310046,1.7035620229695339,7799.3657630319785,628.9291929971664,0.11985783787519617,2,Bachelor,Mortgage,Personal,0
31.001217613316285,20463.82917250351,6.528724060086387,6775.902775683875,568.9093153400419,0.5405690461982983,6,Master,Own,Debt Consolidation,0
33.853591644936074,22238.976141078307,3.939698792697656,4296.335234484158,605.6885789523083,0.27400333245873126,4,Master,Rent,Home Improvement,0
37.64268271645636,10315.192316804456,3.799314620768652,1962.7087065983922,770.6494619521984,0.276520752092498,1,Master,Mortgage,Business,0
33.49883048746194,30750.99536263413,3.450257992453934,9373.731083549754,566.2210376101484,0.039847356205571345,1,High School,Mortgage,Debt Consolidation,0
22.35993832052636,24114.19968325327,0.7392992359265083,10974.483265611232,465.69042276266816,0.15853630648759187,3,PhD,Own,Business,0
39.86184791561939,36349.48106415696,4.425796503065225,3665.6067456757132,551.2467073267916,0.2094836267097126,4,High School,Other,Debt Consolidation,0
18.0,22028.233571197048,5.67200640612044,5288.27711082127,710.6042679691036,0.17508611243872457,7,PhD,Own,Debt Consolidation,0
18.0,10000.0,1.3695344743351239,27825.461540658784,619.71477563959,0.621100897169574,1,Bachelor,Rent,Medical,0
42.39180494701568,18412.349838863796,0.8756802804417569,20488.07652240384,710.4493656308646,0.3158822194390956,5,Master,Rent,Personal,0
40.07020272135357,19931.068779569156,1.0696527548119494,2471.2029877134155,449.9538919568615,0.21894544615248424,2,Master,Rent,Debt Consolidation,1
34.42604634925964,31934.80157955509,0.8135512584256788,7572.593500612523,351.7458087596619,0.21617495242721954,6,Master,Mortgage,Home Improvement,1
21.04551495244928,10000.0,0.47757669592356067,25950.977225432474,676.4108569706498,0.24557302877532566,2,PhD,Rent,Personal,0
27.920890593259244,22484.68654486322,1.9270187319159016,6814.876363550643,750.4692886734998,0.14754951806102284,2,PhD,Mortgage,Medical,0
32.37253252313496,28476.58950693906,1.6538001039682209,6534.462996781119,478.9004777402989,0.12313111184733373,4,High School,Own,Home Improvement,0
19.041060314258864,15823.57281309882,1.2419696064151688,19422.551170001007,702.6043219339825,0.11384961621385796,4,PhD,Mortgage,Medical,0
27.609713419767672,22863.888075021314,0.20150980157211082,17848.15455199485,769.026357357871,0.5684066231891426,4,Bachelor,Other,Business,0
41.523303381766794,16098.505900017068,3.188044342877728,17124.10974874655,649.5616458089129,0.14190555883771794,1,PhD,Rent,Debt Consolidation,0
49.273053642892165,15293.964208803382,0.38458273178155794,6570.940163187982,740.1090839336204,0.42812091298709115,4,Bachelor,Mortgage,Personal,0
30.805652473414494,17957.983799262034,0.24334578032191792,13770.865076436661,669.040763415138,0.1609145551070552,6,Bachelor,Rent,Personal,0
42.56488354316098,15439.03009256352,1.95139897481449,26790.333500753535,623.7065624726445,0.054281079854676575,3,High School,Own,Debt Consolidation,0
18.0,31002.06691642984,1.017137548860468,7786.144143978457,732.1015541008878,0.46831304478569236,3,Master,Rent,Medical,0
41.594512411136115,15252.886786284167,0.12334334969408378,5868.018564539936,841.2797585582483,0.09744809860031008,3,Bachelor,Mortgage,Debt Consolidation,0
26.960515852725187,14024.274450611985,0.8787730422551011,21678.10645866516,594.215885778211,0.14970916779123097,0,High School,Rent,Business,0
38.0734561670797,53314.53813242217,2.9548934931936457,41620.65520259961,641.2268332983767,0.16336055269184152,4,Bachelor,Mortgage,Business,0
32.52247581760291,35609.580859954054,1.9103188811054703,44002.59581046725,550.9314545206748,0.5413553976747144,1,High School,Rent,Debt Consolidation,0
48.20414009783834,10000.0,0.9012995322763158,6005.2586148927385,665.5213544446134,0.0882168095423565,4,Bachelor,Mortgage,Debt Consolidation,0
26.25564351660082,15027.180220613094,0.4259033102572954,6507.872002328365,634.3600630549583,0.06475440453812666,3,Master,Rent,Medical,0
41.27606297561831,24865.37334362952,1.998234233461458,3556.990615018357,765.8451943370188,0.21543588957691232,3,Bachelor,Rent,Home Improvement,0
32.20492536703466,25896.87369423657,4.370587484324878,8905.656000372373,791.9748168664879,0.11141764959828365,2,High School,Own,Debt Consolidation,0
33.41694521990336,10454.142257522613,2.0784581052532047,3431.3356093011025,728.7985453287076,0.4275338089343076,1,Bachelor,Own,Debt Consolidation,0
33.1614610684079,39311.9076817811,3.352265295999928,5317.152776245297,754.6764344381387,0.23604348891670313,2,Master,Other,Debt Consolidation,0
26.54326895505887,33276.68263708962,1.474314497157187,14198.673710098006,579.5163783321249,0.2034083454581349,4,Bachelor,Rent,Debt Consolidation,0
34.85901034093328,28027.762506581865,2.5314915098547544,11069.866080475858,554.50680818998,0.15766523925271012,0,Master,Rent,Home Improvement,0
34.37351777878178,43406.48988180087,4.531094555458495,1903.449329587849,693.6817375724517,0.528622670284831,3,Master,Other,Business,0
37.41240248406729,27615.845417174693,2.9671880459398956,28459.401406422603,652.0020257261286,0.44825366513097714,3,Master,Mortgage,Medical,0
35.84505145692862,27564.677728501872,4.812648367702415,3396.168387524209,849.9188881317648,0.14904341848622793,2,Master,Mortgage,Debt Consolidation,0
42.97994549612236,47994.40093559537,1.1282404427671537,3756.5372236719268,457.83555170712475,0.052583033522233334,4,Bachelor,Rent,Debt Consolidation,0
44.235086160473685,38200.72564527504,4.691408095497978,3007.4934759564417,711.9580806203953,0.22949741704618162,3,Bachelor,Own,Home Improvement,0
24.493766781721988,14461.515123435187,1.9434337118340013,4774.160037903982,710.3050785148941,0.40658911120471947,3,High School,Mortgage,Business,0
43.68772500590771,30230.226773083556,4.081192045216777,3954.2842764722773,573.8042203750255,0.380661240495501,3,High School,Rent,Business,0
23.136635728901457,15801.593486738313,0.08034551571881014,4032.1428857159467,553.242283499684,0.35780531764631085,3,Master,Mortgage,Debt Consolidation,0
40.87855888137735,28341.35361393702,2.1450260064279774,1128.429767005752,616.0738161761099,0.4645409469930397,0,Master,Rent,Debt Consolidation,0
41.197387847028686,27953.7532361773,3.7674216336486106,8990.663362207877,485.84887847523845,0.7107728501339192,2,Bachelor,Rent,Business,0
18.0,11028.811377763945,0.38281025633446203,9756.140242694702,795.733280413511,0.2584787558834012,6,Master,Own,Debt Consolidation,0
35.9297924652941,20724.610670873873,2.1681584154748936,48801.94220410758,850.0,0.12483731644446733,1,High School,Mortgage,Home Improvement,0
30.315038866396844,25150.385709954928,3.4854211252607383,11957.007631113695,615.871567162978,0.28835189136344463,1,High School,Mortgage,Business,0
27.41234742064625,17709.471784565598,0.6792125200636825,5446.501659565052,586.0704820800427,0.5240922021252375,3,Bachelor,Mortgage,Home Improvement,0
48.50852330699006,25780.017909428974,1.0392159112760821,3100.8390564493184,518.9141649537896,0.1366026785326662,1,Master,Own,Debt Consolidation,0
28.46320859362581,32956.66805999102,1.6856982278308308,7502.404380091969,540.386324448314,0.20654467133729282,3,High School,Own,Debt Consolidation,0
26.9362307088195,21692.10108329977,1.4644733904000342,11602.528314760653,591.0555578330229,0.11696149373109106,0,High School,Rent,Business,0
35.756949400050935,24644.270992327456,0.07995593711483345,5417.128215877501,770.8767940847634,0.23608739354101874,6,Bachelor,Rent,Business,0
41.85589746298416,43989.754753584064,0.20777231297577148,8508.43089651851,850.0,0.44504952864901226,2,Bachelor,Mortgage,Business,0
33.58351413989873,27906.036086959182,0.2117581430679561,36970.78463433277,577.717403587488,0.5122866387329712,2,Bachelor,Mortgage,Business,0
46.663705456692526,24353.044337842322,0.6083490717386183,5959.32142295597,559.7946602701738,0.6066956444647466,2,Bachelor,Rent,Debt Consolidation,0
40.30975661964091,13642.706154997644,0.5643654109295088,1791.0898282551957,533.2006790087559,0.025319438189197123,1,High School,Other,Debt Consolidation,0
18.0,30807.486441072226,2.7113160368346674,16297.865542592195,695.078942907583,0.29196779038902704,2,Bachelor,Own,Debt Consolidation,0
29.705330364929917,25979.809943261596,1.7007456345253722,10419.737850109299,684.422091183795,0.34808241733182876,3,High School,Mortgage,Personal,0
29.38157900648301,41850.94753377602,2.887644285683439,2064.836635223315,660.0925802314136,0.19816115761834074,3,Master,Other,Medical,0
39.79360953429422,22548.848326964853,0.14491786571068754,11408.511080344566,605.5696282931121,0.04590600619053781,5,PhD,Own,Debt Consolidation,0
18.0,10000.0,1.3280089199176979,3647.1785975293656,785.9204699163691,0.3054494171454198,1,PhD,Rent,Debt Consolidation,0
60.49009708717722,10000.0,0.782460549396094,11534.039766026817,726.426102930778,0.6138885208531877,1,Bachelor,Mortgage,Business,0
40.3102609489421,31819.684346786657,3.793430943501323,37265.03652149315,722.0863819848768,0.07806054604654061,4,Bachelor,Mortgage,Business,0
36.48876803917691,16562.612930505093,2.460559343801189,7033.393129084115,687.0238626995828,0.25186989416427485,1,Bachelor,Mortgage,Business,0
46.81567716419146,27402.34507945524,4.069065929148099,19276.01699120327,631.0611177580068,0.11971668846006413,1,High School,Rent,Personal,0
58.436540528126244,23321.1586080476,0.09507885039197081,3032.704715518496,578.4831735864333,0.7455284153324606,10,Bachelor,Mortgage,Debt Consolidation,0
43.70746644588403,20263.5739431701,2.5518220866374404,2402.979447693598,701.9905015543529,0.16757709441327956,2,PhD,Mortgage,Personal,0
44.4881309647162,20990.376656150915,1.5530938930649643,40696.45951797587,692.3162657604594,0.21388948395137244,7,Bachelor,Mortgage,Personal,0
36.30690024464382,14289.856765666997,3.48593894172374,10365.642504545764,706.7191136618819,0.19054918806638982,4,Master,Rent,Home Improvement,0
33.58474246633052,21853.386029661837,1.4151438004960402,13485.036643585205,493.55660151691006,0.35433981981528545,5,Bachelor,Rent,Debt Consolidation,0
30.242045559950988,16444.613957821417,1.553966820002603,20365.912824433748,683.9278142970993,0.31184466016023954,1,Bachelor,Mortgage,Home Improvement,0
26.73888008285458,18285.647471494976,0.10631085614892342,5312.1299384497015,619.1333152658655,0.026666045242481905,3,High School,Rent,Home Improvement,0
28.129859003005027,18735.501475545658,2.208392892405078,15679.244146660443,562.1402793729741,0.22754784091004177,11,PhD,Rent,Personal,0
21.494440356570166,19666.134313546132,0.6380424421348885,13888.762374171143,722.8426944219989,0.20938815984626422,1,High School,Mortgage,Debt Consolidation,0
34.24128549314977,34929.48969223928,0.03978086354655378,2876.0012209576585,667.7270390298883,0.08749459253197625,3,Master,Rent,Home Improvement,0
18.15332422773613,20642.443214750143,0.13749400879954643,27184.119751721733,850.0,0.41553182362320645,0,High School,Mortgage,Business,0
36.90916524143711,36748.4441722212,6.306438777942949,23051.552800772206,698.4482161099352,0.14544264297940823,1,Bachelor,Mortgage,Debt Consolidation,0
34.63669391957658,47521.02271870667,0.8495322285888364,2901.625014224365,620.2779372083891,0.11249627662677555,2,Bachelor,Mortgage,Home Improvement,0
36.46935298386688,33774.87039543022,4.0510529293812905,9511.236357821348,639.1714497556102,0.06530522856161132,1,Bachelor,Mortgage,Debt Consolidation,0
29.778684299800076,28774.19528799594,6.421678116198079,6735.425137563132,532.8098730367186,0.35879645468487553,5,High School,Own,Personal,0
65.76860370180503,25936.748543636542,5.738805111002878,25201.17692900163,773.0848178519709,0.34026899258839977,3,High School,Mortgage,Debt Consolidation,0
48.601159001803126,33951.195792280356,4.269489785099625,2621.5221336604886,681.4985285705956,0.572178420251662,1,PhD,Mortgage,Medical,0
22.55457499915277,23032.933667248606,4.504618969311357,144629.7083250666,683.2129680293144,0.4649000260638795,5,Bachelor,Own,Debt Consolidation,0
37.32868087426898,36036.40379311144,0.682188326730392,7047.390352424539,543.5781535810326,0.28197504181506045,5,Bachelor,Mortgage,Debt Consolidation,0
28.919938570626762,29943.06136195774,0.32849941818455225,14628.926766924607,727.9001182758627,0.4654116878758653,5,Bachelor,Own,Debt Consolidation,0
24.85520273292586,18399.518404936887,2.039209808154016,24587.627926757716,556.4602031566537,0.1791692612667121,4,High School,Own,Medical,0
21.599279288760652,34472.7846177007,1.339273818661212,6927.127648061858,594.6090488826493,0.187755950868435,3,High School,Rent,Debt Consolidation,0
39.32216690759254,23057.353075286097,0.2079378991041409,7391.208198081462,662.5437900263269,0.30504114837665874,3,Master,Rent,Debt Consolidation,0
28.186197649304262,20888.08116705885,2.2635605253014246,5419.372348916492,591.905453203795,0.17096748343797305,3,High School,Mortgage,Debt Consolidation,0
44.678260240252044,17359.590857157265,1.6550035723644767,3990.3231600387326,570.7669689474421,0.5313829798062168,3,Bachelor,Rent,Debt Consolidation,0
44.93782214530439,23932.90152171546,3.976532901865598,10071.725466302225,644.9864701567931,0.13055687337691013,5,Bachelor,Own,Medical,0
48.739143852114495,36251.32849345086,1.8790357904230315,7272.000145459792,751.0006803734063,0.44245946843601874,3,High School,Mortgage,Personal,0
26.476132339258964,34353.8716399387,1.7063792040229926,5391.077986165922,739.5076263322862,0.07692284753225226,1,Master,Rent,Debt Consolidation,0
39.753656106920104,26283.506672656556,1.162323520246713,5648.971892045615,720.7415548277555,0.6220872310680857,2,PhD,Mortgage,Business,0
41.32454216642301,29727.3215775901,1.242721490335797,12848.556676430024,698.6239833557805,0.24267570430842583,2,Master,Own,Debt Consolidation,0
30.25821824896035,41599.70670073001,6.174871916256024,4281.031124586884,602.4435940758636,0.5505005795529625,6,Bachelor,Mortgage,Home Improvement,0
27.28228042607125,20435.25458932075,0.2980351090392781,6650.372753828134,762.0872582792622,0.5015880721104586,3,High School,Rent,Personal,0
51.09520665775973,12610.562031094056,1.1819712992999765,16629.506782207067,476.4097463046496,0.29678956862006217,5,PhD,Own,Medical,0
37.27495875732054,42216.43698023727,2.133223041451269,9875.185516317975,693.3789271637747,0.10063859998218332,1,Master,Own,Debt Consolidation,0
41.35967750711738,16900.70935982866,1.134829501444706,3499.4202360479662,734.1294984115654,0.5567930235518133,4,PhD,Own,Debt Consolidation,0
26.779239881720727,15596.954320762115,0.6659604373523854,7949.808704266218,640.9708431098821,0.4209916241383074,2,PhD,Rent,Debt Consolidation,0
22.807155334778063,10000.0,0.6775504109749692,11494.423651897247,577.7708235247333,0.1381613455455308,2,High School,Mortgage,Business,0
29.305502255078896,29308.75414271013,0.5322483685004664,17879.637115877948,646.2940977280288,0.2413539421033942,6,High School,Own,Debt Consolidation,0
33.75978612610003,10000.0,0.8428938816744264,4427.972425935996,574.2404969285209,0.26623326700082045,4,Bachelor,Rent,Debt Consolidation,0
24.357799931826513,15136.594930090128,4.106374843448524,5183.191275144117,701.4260657683144,0.057342972394226005,2,High School,Mortgage,Business,0
34.90155191349617,29558.25666750523,1.407302512707996,4646.511532750203,744.5733657992973,0.39322434408892226,2,PhD,Rent,Business,0
18.114948119315,31601.523998230514,0.5495020218767139,4834.7458432972435,694.6689781968655,0.2754539890803531,1,Master,Own,Debt Consolidation,0
23.799525775301277,15901.169292145705,0.9707274826580767,11203.749438536635,688.7135550322645,0.3721444022649627,1,High School,Own,Medical,0
41.70911248276875,20597.465979426797,0.2237196522740257,13037.580892695956,726.0317556808988,0.2631436631389082,2,Bachelor,Mortgage,Home Improvement,0
41.037905202778944,14238.470020271052,4.6875588915524435,18783.287567922416,737.588930658892,0.31238965962724663,1,High School,Own,Personal,0
31.081232346131337,16744.10619025852,1.0491657515548767,7533.086064366468,572.17262904795,0.39899199532536833,4,Master,Rent,Debt Consolidation,0
24.82235690923047,25162.43860680594,7.86355413630093,2632.6379259961104,496.20067233725337,0.25602061507675195,4,Bachelor,Own,Business,0
24.72596448473989,17140.11086959158,0.8540071283508665,13843.569829451255,677.7886657254005,0.15449904840558795,5,Bachelor,Rent,Debt Consolidation,0
31.26731754058686,19494.59408899501,3.6201244618303963,9203.277436781756,742.4385697760767,0.6770468802216637,0,Bachelor,Rent,Debt Consolidation,0
41.44518491645292,10589.801127976498,0.5924645450230274,8501.310299265157,491.9101551655557,0.31892211308417323,3,Master,Mortgage,Home Improvement,0
44.28245691344325,38811.74097958513,0.1584173801106823,2902.3534152000834,656.8832076349695,0.5648549941869415,3,High School,Other,Debt Consolidation,0
30.03468264518031,28425.255199851745,0.06449555363880059,6928.033662357088,762.8335679727951,0.3625408840151186,5,High School,Own,Home Improvement,0
23.465075740152162,32743.268760851992,1.8636638797463538,3118.4026267732715,638.3541903830024,0.11638602286873054,3,PhD,Own,Debt Consolidation,0
37.678436378663335,41991.08707765318,0.7466939393913327,11915.221635642507,802.1134294739684,0.2581669683620409,1,High School,Mortgage,Debt Consolidation,0
26.764650293741504,14579.818577297057,1.172247666060274,5744.997625902629,783.3838924145332,0.26705024913024983,2,Master,Rent,Personal,0
29.817473611387975,18412.825862062808,3.4146201341990183,5347.436054719543,631.7287453242722,0.27003713278887986,4,Bachelor,Rent,Business,0
48.252760904370376,10000.0,0.5703253926794289,2369.1241610510765,613.2260296417745,0.5765730372469171,2,Bachelor,Mortgage,Business,0
43.27115428565768,105895.861875438,0.7382253072313033,18428.924550265616,615.0664003336752,0.16705451052637924,3,High School,Mortgage,Medical,0
36.579743122514515,20439.14762937672,3.7330029069465707,6588.943493654953,663.4854929025909,0.4042651514226247,2,High School,Mortgage,Home Improvement,0
22.28080998887277,37025.56688750414,1.3575509928323213,8687.014611635634,532.6496537417404,0.2753938751430645,2,High School,Rent,Debt Consolidation,0
37.11396567470659,11859.914077938623,3.516631982713178,4498.988746237,514.1628935429252,0.3839733700418542,3,High School,Rent,Debt Consolidation,0
45.626572907875264,36249.9837795309,0.9383311720963161,2163.624171937844,422.8505234836876,0.30730236714458997,0,Bachelor,Mortgage,Home Improvement,1
31.243663342344643,55759.07399525941,1.0162252174006114,5295.959919183475,647.8847026787447,0.5621832568580433,3,Master,Own,Debt Consolidation,0
48.51114089986715,21372.484987653945,0.3657755023713192,6019.544853910031,850.0,0.3040787915902837,7,High School,Own,Debt Consolidation,0
47.92745289518207,13287.237296165222,4.9621285685553564,10241.547566666708,450.94820510568445,0.33040700239750076,1,High School,Rent,Home Improvement,0
51.63732832143474,20549.703662975237,4.541856869324338,6099.573143812116,631.5837122525722,0.09609415436357377,4,Bachelor,Own,Personal,0
38.05243126531353,10000.0,8.297645580759584,4561.108259039288,628.5792599175662,0.2579522449359974,5,Bachelor,Mortgage,Personal,0
40.873916998060125,21613.137999557082,1.0298250179979112,2434.0905677548453,634.793374947575,0.26847539627706657,3,Master,Rent,Business,0
49.141872883310896,33205.92389820336,3.414266227630269,8423.349208165033,775.6801249396692,0.45400149041183496,2,High School,Mortgage,Business,0
39.473939370689756,21636.158047704423,1.0721286874380993,4284.468752716165,561.159712425669,0.03467969447889542,3,Master,Own,Home Improvement,0
29.98765892209787,19109.296486348954,1.2113673709591086,23310.174708702776,455.37468069993645,0.3651126842942246,0,High School,Rent,Debt Consolidation,0
30.514571634721385,28675.08935311512,3.54390654969794,9137.273621355516,596.5716948504121,0.18801328538133896,1,Bachelor,Rent,Home Improvement,0
37.38554953773739,29792.51371974183,0.390489657549673,12704.12816545201,583.2165663951653,0.42566388861121085,2,Bachelor,Rent,Home Improvement,0
22.094385780537813,10000.0,0.4977201453988963,6640.676149091618,426.9086991959231,0.18430867367588252,3,High School,Mortgage,Personal,0
33.56741084635807,23026.74121670036,0.7558795800940336,9518.80154579716,674.548672950352,0.5888834628669428,1,High School,Rent,Debt Consolidation,0
45.96547118230254,74458.15450853272,3.1040277080399132,3973.599934795831,531.39873727927,0.4437742397519226,2,High School,Mortgage,Debt Consolidation,0
18.0,11299.252783679838,0.9325063001646555,3157.1498060654526,641.6900485110198,0.4002421936902362,2,Master,Mortgage,Debt Consolidation,0
50.34482101794515,21105.534498635894,0.8868580325795447,8201.766705029888,613.7159941181832,0.084832116606085,4,High School,Rent,Business,0
46.2237421870316,58155.344409626356,13.478296771510058,12788.649825700659,542.5984028610319,0.3343583579973414,6,High School,Other,Personal,0
30.402353841695238,38257.21994872779,0.9683873243931181,1708.4649972860886,739.0627176190184,0.18605050317246385,1,PhD,Own,Home Improvement,0
40.43390827871809,17039.707923759623,0.5694277273983652,5435.556614901291,621.8540096258492,0.46314684228949,1,Bachelor,Mortgage,Medical,0
35.03147726906327,24417.800886245357,1.9521540757934845,35372.77326212888,655.4271567028877,0.25776870071204383,2,High School,Own,Debt Consolidation,0
47.299903684386834,22003.22164454015,3.237764257515182,11889.156454056454,708.6406256502778,0.28577649447755976,2,High School,Mortgage,Medical,0
44.82683142769941,15153.155875212333,0.1442981950999443,27725.74899361235,678.8501645716143,0.17259716964200106,1,PhD,Own,Medical,0
20.99929276816991,21223.703936516187,1.929346171895852,4879.334119277235,664.5000112583178,0.3284317389683091,3,Master,Mortgage,Debt Consolidation,0
40.87262413464177,19149.213697762418,0.07277919731606368,5617.687537441188,567.5808036311225,0.11185258552200825,4,High School,Mortgage,Business,0
32.94372146356752,23303.8641473767,1.494498731240859,17560.136776891606,538.7754734345654,0.3901660061619717,8,Bachelor,Rent,Debt Consolidation,0
35.828325705181,15150.796891519627,0.5940957600649674,13343.922067319527,665.7847511589177,0.5451232540060401,6,Bachelor,Rent,Debt Consolidation,0
27.718280990301842,11634.043923167508,0.7324167652639356,7513.767918803952,553.8084489402796,0.37089256991936437,1,Master,Rent,Debt Consolidation,0
52.481370691208355,21576.49082687893,1.2588278320428554,2951.2596334431005,729.4441108992728,0.532311247861277,5,High School,Mortgage,Personal,0
45.40061819902576,51925.179678729,5.237537974787933,20444.753373100586,637.0460258847874,0.4889148229251956,2,High School,Own,Personal,0
27.60228836027033,22950.648292556434,2.480356129403186,60366.07283174748,714.8612024983877,0.5997151692538653,2,PhD,Own,Debt Consolidation,0
21.653893930897674,18661.22481043525,5.524345396809407,2304.241996175773,551.4227863728054,0.1604945503266066,3,Bachelor,Mortgage,Home Improvement,0
31.14327369022152,32113.8571382863,2.1574487685967028,24906.779632726844,535.8801869005825,0.03740893073223294,3,Bachelor,Rent,Debt Consolidation,0
39.34502646091306,20350.081457785484,0.014266254917069877,5571.162875319547,817.8873122501437,0.21101383104660287,1,Master,Rent,Debt Consolidation,0
37.40205843946223,56050.95476266858,0.6173625675239828,6205.709777990421,635.0531305597887,0.3056531764380749,2,Bachelor,Rent,Business,0
47.53132824768244,21983.418538152968,4.724088065521683,10053.856689074877,741.3216258713614,0.3560155143367985,2,High School,Rent,Debt Consolidation,1
42.89919722180852,31264.812147240624,2.0625364688865093,3088.9341548655275,508.8079591425758,0.06679291506244663,0,Master,Mortgage,Debt Consolidation,0
44.695690257529066,15103.742032197713,7.995950240389185,7865.876434391379,621.6971725569632,0.6395917367757348,2,Master,Rent,Debt Consolidation,0
38.268554006104374,28326.261645467523,0.3391203080738452,2232.767436046585,780.2360884901999,0.24790493920301002,2,High School,Mortgage,Business,0
21.1070126978901,25274.385688056107,0.704079500721271,11859.280348386961,493.5377153717986,0.05522097977529372,2,High School,Rent,Home Improvement,0
33.04301468853099,21412.85962677158,0.8999868611590609,48386.57268589838,850.0,0.40521548310759936,2,High School,Mortgage,Business,0
45.600897399086655,17139.15891393151,0.7907062682655743,4857.964532391045,670.2538783801057,0.3670140545799478,4,High School,Mortgage,Medical,0
34.48477071475354,16010.257942118542,0.5806819554854632,7079.831092181213,568.1065149222748,0.06160189720286414,3,Master,Own,Medical,0
40.030903686237465,25366.288117858196,1.172053006516211,7364.433876014125,685.1948726410601,0.12363664972431752,0,High School,Rent,Debt Consolidation,0
31.812516847538667,30165.964208666755,2.0561107726990433,17839.580212948047,760.9135702372855,0.6201281928523626,1,High School,Own,Debt Consolidation,0
24.70188151458155,20669.58555364607,0.7457739398873426,11208.838470734736,567.4439575603486,0.3857936939335646,3,PhD,Mortgage,Personal,0
33.766559359538896,25428.705802181412,0.16611098362086246,16920.425968414766,581.7971163157998,0.3149287232770628,4,Bachelor,Mortgage,Business,0
38.09047443032654,21612.835665092076,2.4656537279135233,5404.632482034139,674.9130051482234,0.45350843198615504,3,Bachelor,Other,Debt Consolidation,0
28.443122805385563,23138.72760583804,1.228733205574806,11462.718790162471,696.3020798000722,0.30908309601064154,2,Bachelor,Mortgage,Debt Consolidation,0
32.64288755143332,19925.936596696396,1.6260351639036197,1000.0,630.156244561008,0.42433660009721114,1,Bachelor,Rent,Debt Consolidation,0
25.605367580140175,22225.29402318289,1.2154098108683988,13821.353877237372,690.2339730156722,0.16645139838192918,3,High School,Rent,Personal,0
46.19244917564096,84882.24554036054,4.421060474842157,3058.762902467595,735.3549223303014,0.09407291057852012,6,PhD,Own,Personal,0
32.05544242411966,25740.40330400708,1.6362646658646858,6234.94411398719,667.3307736486083,0.0742800884170303,5,PhD,Own,Debt Consolidation,0
49.52755545126183,30413.701077929753,5.135103317169285,14708.794907900716,580.8524819827488,0.07001273833149244,2,PhD,Mortgage,Home Improvement,0
50.287478505409084,27419.55715817519,1.4290494883835347,2371.1447488437393,647.9063051263033,0.24238147655194908,2,PhD,Mortgage,Home Improvement,0
34.189540352782565,19314.11758060238,0.6922845363393206,19371.268431289696,825.6239580296931,0.25280981809729747,6,PhD,Own,Debt Consolidation,0
24.915512674526504,42065.97956479693,0.8783827587705562,7336.052357458869,683.3070216580978,0.1826456395031179,3,Bachelor,Rent,Debt Consolidation,0
18.0,19042.300293587996,1.4768301435008784,25912.801423357745,774.0235703274909,0.20584133859606493,1,High School,Rent,Business,0
20.279629269732084,37329.05565860832,1.510000223550481,3935.230251140828,598.5661189883286,0.26612796822274726,2,Bachelor,Own,Debt Consolidation,0
21.2616517510134,18636.857798109948,2.3252631791609413,1900.3052697199796,676.2640970212877,0.22487705773889727,6,Master,Rent,Personal,0
48.784696274615044,13629.798491990348,0.5084813682400077,7917.593817521397,729.4315042451545,0.1724197043438136,3,High School,Own,Personal,0
36.15824587226946,26441.713635961292,2.1508244077532006,12960.490990755392,799.7757678731408,0.06760076053900281,3,High School,Rent,Debt Consolidation,0
38.896045240919875,12678.536735820404,3.015460194971567,13859.823678418907,772.7588729739493,0.05939790821392119,5,Master,Own,Business,0
18.0,28791.05744451026,2.2576811248173945,3266.941454764456,538.0732696884568,0.06949050665837332,4,Bachelor,Mortgage,Personal,0
23.020335707827385,12123.738533927499,1.3148965148770257,2208.9963341320968,765.1852375856802,0.1755278421055801,6,Master,Mortgage,Personal,0
43.87079776446287,18779.027822148833,9.57834257289258,6311.576847308961,818.6000244813429,0.2906370498397362,4,Bachelor,Rent,Debt Consolidation,0
37.867741123825866,10765.85845620215,1.037759808919401,12248.45630826592,592.5105517163383,0.22581112705114495,2,High School,Own,Debt Consolidation,0
33.527947213144024,90407.59015085081,0.22542072967183974,11762.001772123693,560.5533020261623,0.45482977237254923,0,Bachelor,Own,Home Improvement,0
40.64842358600123,10000.0,3.4463805875374214,28501.188558030786,647.5565383438002,0.1940631863729755,3,PhD,Own,Personal,0
51.35797806135815,22134.81240737736,0.47702515128355755,6010.335435494714,667.9497703083056,0.15389840891451753,5,Bachelor,Own,Debt Consolidation,0
32.78957536462949,39013.07546147941,2.498537172251371,1852.113779659504,614.993083849189,0.07319256070305566,3,High School,Mortgage,Debt Consolidation,0
35.69369802658069,36982.235484617755,0.3944065633168968,21106.43291797128,531.3265177622434,0.3096805402952145,3,High School,Mortgage,Debt Consolidation,0
36.92596918731305,33714.08768167528,0.03404287413747878,9472.576807091056,797.2406014078178,0.34206780538745607,3,High School,Rent,Medical,0
58.92109635273992,18795.74523447517,0.34822731697594295,10155.293020519746,564.0039304064514,0.3002892311391066,3,Master,Own,Debt Consolidation,0
18.0,43284.265871789336,0.9463812336425387,14968.03660775149,599.3072425598252,0.2259192392606276,2,Master,Own,Home Improvement,0
41.83223014788808,34776.44418738088,0.22548258928011541,22268.1986980619,660.9125452765362,0.3910173252964533,2,High School,Rent,Personal,0
33.85197751240936,24493.17555193459,0.4404932136149693,7955.22331516217,502.75199029065743,0.47763014622240524,5,PhD,Rent,Home Improvement,0
40.667717261841794,24841.98337472452,2.8931614406244965,20769.509621775003,495.1105898304203,0.3268255867578833,4,Bachelor,Own,Business,0
28.426274460052756,18921.20777000326,2.938340091573734,12603.237587390653,606.8314300068437,0.27764093057738176,2,Bachelor,Own,Home Improvement,0
34.5103496914155,13977.078084106373,3.401881198995168,4795.9835536147175,732.5630184609088,0.020773345895532903,6,Bachelor,Own,Business,0
42.114105794654954,40887.32892267144,3.679655768341933,6723.803176182223,668.8003513048393,0.38416526802390605,3,Master,Own,Personal,0
66.1291020104384,42450.92563494276,1.0909580008575466,13271.779512085115,444.0604040479241,0.3702830124436057,3,Bachelor,Mortgage,Personal,0
43.08036189402071,14156.730298843844,4.04309500299415,4595.993334132979,788.9483507516359,0.023199587640497163,0,Bachelor,Mortgage,Home Improvement,0
26.519344019694913,20396.271987610387,1.4928295821564306,16467.883058172538,729.7409368371907,0.05658004588924806,4,High School,Mortgage,Debt Consolidation,0
30.762403179772967,20502.2187662654,1.2720110865908094,9196.21072686637,669.1013825460923,0.24867655259768004,2,Bachelor,Own,Home Improvement,0
30.46585891616146,21669.7389560722,2.535503789555744,10996.085131303453,666.4194065611292,0.1435160750490265,4,Bachelor,Mortgage,Business,0
18.0,22746.064929673346,0.4811349688635715,25652.703863889197,717.3416227418262,0.28859630863054186,2,Master,Mortgage,Medical,0
31.69909808298563,35363.33156650635,3.11651432862027,10777.905192467682,850.0,0.4776852545740268,1,PhD,Mortgage,Personal,0
42.328290818217454,15159.631412734461,1.122364421251937,8579.487709073512,738.0524198307361,0.37291357551802967,4,Bachelor,Own,Business,0
22.257678809232047,14426.5639403859,0.2723163397502071,7585.010146695434,679.6167559873086,0.051700041581542594,1,PhD,Rent,Debt Consolidation,0
45.484826510505926,40876.47000882295,0.2541035211786154,7275.548120134781,527.2898986911846,0.4148427105335267,3,High School,Rent,Medical,0
39.87774821084338,17477.64000710181,0.3604237527030979,10402.895827917157,666.4519032062132,0.13552705187552683,2,Bachelor,Rent,Home Improvement,0
27.65766678028962,11713.324549958785,4.42499038019947,24116.66531376058,727.3312174153125,0.3170031549458666,3,Master,Rent,Debt Consolidation,0
33.584703626621526,17282.24631430228,9.407291638105267,4967.03812994429,638.4815876254131,0.14917133234214694,2,High School,Mortgage,Debt Consolidation,0
50.98321807641033,18675.609232827403,0.8831396156634698,4675.233042124782,597.721449112685,0.07022697151574697,3,Bachelor,Mortgage,Debt Consolidation,0
42.33547813505866,47929.255734800834,0.6910287740268366,22652.645340315434,705.3645784236468,0.5122782136546981,5,Master,Mortgage,Debt Consolidation,0
35.08783654898148,34975.85013557958,0.49377384642521777,5151.702121666536,551.1942431449127,0.4359340514114689,3,Bachelor,Mortgage,Debt Consolidation,0
32.623166830390154,39095.40845721345,3.4724581677105864,9632.286320594763,736.7963687413572,0.08542201001741785,1,Bachelor,Mortgage,Debt Consolidation,0
35.76609070451659,33189.433002129736,0.4694392991302655,5047.064308309855,606.4436562447261,0.20626061594079106,3,High School,Mortgage,Debt Consolidation,0
29.882364420576966,35352.409696598785,5.156417125181349,2114.159120182314,437.75369565946323,0.10702956742303664,3,Master,Mortgage,Business,0
18.0,15614.557586357892,2.2013310640883974,9495.565267346707,604.524603449031,0.34734298003580055,2,High School,Rent,Business,0
55.42177910534731,19944.30508809205,4.548535513740371,19774.21934952722,644.2875252142333,0.15408444131680607,9,Bachelor,Mortgage,Debt Consolidation,0
36.553249991994015,13427.261284114367,1.614916844520624,7710.637273320704,705.2493858339599,0.2575295050804335,2,Bachelor,Mortgage,Medical,0
38.981472651225374,19826.128832515282,2.3467569873829506,2476.6773172263415,693.7051198601047,0.6551566163336355,5,High School,Other,Medical,1
34.42092250123091,31009.611861821988,1.932317982411745,8841.894710569626,520.9549435173478,0.06832824467132416,2,High School,Own,Debt Consolidation,0
27.64883199275412,23559.670271639894,3.558027559338997,4425.944093213224,662.209403251346,0.4083236148102435,3,Master,Own,Business,0
33.140755190512294,42435.49382220908,3.614080997658688,1000.0,596.5994960151739,0.1975533201752073,1,Master,Own,Debt Consolidation,0
19.006052378056886,12447.711925097765,1.7821867365309805,7595.36158826298,613.9778731099811,0.20557997857242033,2,High School,Other,Debt Consolidation,0
57.77086498053305,28285.912702995443,2.0021055500973044,12260.614800718597,550.1767904505853,0.2638640092228822,5,PhD,Rent,Home Improvement,0
22.65488001577604,11799.92670584433,5.098913906734415,20788.690305630455,644.9092996384071,0.22085563008343065,2,High School,Mortgage,Personal,0
24.680337161528207,23088.460692693552,5.314708963455724,33040.31600713295,850.0,0.20022482757038987,2,Bachelor,Rent,Personal,0
30.597407956135996,31893.793581753413,2.1827755998619804,13639.817368603015,835.6442315583805,0.3162702032512818,2,Bachelor,Rent,Personal,0
47.88075724852378,19786.37238996795,0.015568997832455059,17100.345156616047,550.1294314144469,0.45186678577062706,3,Bachelor,Mortgage,Personal,0
35.14508999262654,29014.857403776,0.22054783278518952,2899.6567298105288,656.5944336004007,0.19843667829537384,3,Master,Rent,Business,0
22.638642039695377,13631.435422160279,3.90304719487643,29657.212848629668,618.6014396560921,0.46311820207736704,3,Bachelor,Mortgage,Home Improvement,0
47.543383607573396,10000.0,0.17703764276274497,22334.506658153885,664.2026656965761,0.32784525892149863,4,High School,Mortgage,Debt Consolidation,0
42.31000626785482,29100.62152689094,0.4803738887818692,6040.895925872157,741.630910650346,0.19229885594081764,2,Bachelor,Rent,Personal,0
40.384349572164524,52680.7354801307,0.5241499811987169,13979.232301585273,637.067754757226,0.15159501150793495,2,Master,Mortgage,Debt Consolidation,0
42.157342411708406,13386.172228790258,1.8337556572629927,12898.34834342198,578.7768925338185,0.10378523692726355,3,Bachelor,Mortgage,Home Improvement,0
58.94361900582451,40582.697713080895,1.7190307727977137,26269.68281164926,765.6484055118634,0.2013041703775437,6,High School,Mortgage,Debt Consolidation,0
56.85094895036112,22509.927304239598,0.6833405114672231,7180.424495798149,526.596774754435,0.13930199374322066,2,High School,Own,Debt Consolidation,0
28.132846569967047,11295.438370295673,0.46540661496352137,4460.489934831343,668.9303858620442,0.3920501941535733,2,Bachelor,Mortgage,Home Improvement,0
51.23884992811152,12509.546468966886,2.892360765325894,5475.294286893401,501.3896950428558,0.5523543216086629,2,High School,Own,Business,0
38.831681897589,22200.995000100185,5.48082105612877,16604.628930222683,547.3926840626132,0.4113411559335927,2,High School,Own,Debt Consolidation,0
39.99095816137749,17993.553899377413,0.10850202280755487,1744.291389915812,724.4788783364212,0.1646537102892202,6,Bachelor,Own,Personal,0
18.077291683566713,11424.820581591895,0.2858489400174402,1000.0,582.0608564950048,0.3938886121522032,6,PhD,Mortgage,Debt Consolidation,0
33.29614234611804,10000.0,2.0553609330749025,16570.830097489783,462.34382901966626,0.17015353698373595,4,High School,Rent,Home Improvement,0
26.87176409663435,14423.878422831804,3.2637909289006526,10095.493057668367,577.7309543408754,0.12215536511599855,1,Bachelor,Own,Personal,0
43.28058814893309,24267.77224839732,3.132648312267725,8223.660202422669,567.0229029387549,0.12663152737983824,7,Bachelor,Rent,Home Improvement,0
45.710805004028046,21956.085497459528,2.5436694389038843,2851.3923493886255,523.76342273009,0.523770818386509,3,Master,Rent,Personal,0
18.0,17143.613991696908,4.36832371569538,2063.354196448456,705.0086714075431,0.22476228937467646,3,Bachelor,Mortgage,Personal,0
34.7796513599573,24365.99025923997,0.4901365001299375,4877.444692898237,495.3187318438036,0.21615589352002587,7,Bachelor,Own,Debt Consolidation,0
46.21861504794252,37049.61946907764,0.22698911826857332,10822.213209493786,591.2062518123392,0.16908806839536009,3,Bachelor,Rent,Personal,0
33.13321037686555,26824.29418232592,1.9109103376970558,5071.5178464887,663.3407838763588,0.5852011269506978,4,Master,Mortgage,Debt Consolidation,0
42.29063645002364,20730.17535322836,3.4550457669753913,16648.579229292463,615.7210098977223,0.13315008724055927,3,High School,Mortgage,Debt Consolidation,0
38.511654676270844,35032.65842734152,1.7447562132609942,3777.2538367958214,609.5809386387045,0.7197205321923862,3,Master,Rent,Business,0
38.41660231952626,13630.631413488112,6.5935389242548155,5348.246031042735,577.7293864297246,0.2829312148298981,7,High School,Mortgage,Personal,0
32.286850219317024,19683.58325941797,3.1750051356392626,14222.220489699113,528.1213376876096,0.21824365303872645,5,Bachelor,Mortgage,Medical,0
22.834191958642904,19919.531906639488,2.4132312597582835,5993.722717594552,586.3239165177932,0.23210036558475897,6,Bachelor,Rent,Personal,0
23.784698525749725,11867.078952759812,0.12429830975570183,6236.160900630436,715.7559409371204,0.014877715047075975,3,Bachelor,Mortgage,Business,0
42.09352514455317,17855.429575564172,0.2280004362283583,4842.610612678817,606.595483242515,0.2777073548083282,5,Bachelor,Rent,Personal,0
35.19458255518883,10000.0,3.0727246772443424,4174.907191085368,666.6920882771337,0.2846938829256976,1,High School,Mortgage,Personal,0
33.614877553927755,57301.897872101115,0.4418867608749937,10757.3216249622,761.7118054359772,0.13687758922163465,4,Bachelor,Rent,Home Improvement,0
30.761099576776473,13784.404257209004,0.05851815704909171,11931.83164163499,709.9804126505861,0.7795890865388644,5,High School,Own,Personal,0
31.948111545192482,48681.6317132417,4.832867187495396,9717.840966961869,522.3720138154639,0.4395728878409648,4,PhD,Mortgage,Debt Consolidation,0
45.46911794488139,22449.91827517457,4.429246853200863,4949.55580690407,694.7959882347487,0.12164080115434522,3,High School,Rent,Home Improvement,0
31.647559181319732,29214.839641918123,0.49303886962658167,6896.756310107574,754.7669515068989,0.16763264882755952,2,Master,Rent,Debt Consolidation,0
21.589352866984314,17250.56371100726,3.03013141817487,29049.24658224265,591.7800745231214,0.42227411156089756,3,Bachelor,Mortgage,Home Improvement,0
42.43651775540173,24439.71729670832,0.09833776029102606,2599.65311635012,491.4375860318922,0.392201924968967,0,Master,Rent,Business,0
32.95123336135283,30492.768008201372,0.671107727614435,36633.30302363322,605.9304417354308,0.1367476808337604,4,Bachelor,Mortgage,Personal,1
35.31395865532777,30707.930024203313,1.9545612909163284,8775.998902464486,668.8055712212357,0.21839814398432697,1,PhD,Rent,Debt Consolidation,0
51.075783063995104,32447.760148071528,2.8809013625006257,7015.651692077034,709.2407994059224,0.20774277714624387,1,High School,Mortgage,Debt Consolidation,0
34.794394426494925,18321.55738989535,0.02090727633423775,17373.523198334584,597.9253694825954,0.38830723233157716,2,Bachelor,Rent,Home Improvement,0
37.891836731187254,17323.515998797873,0.7896694624450054,1550.2742732655536,446.45115442626917,0.09722029754855621,2,PhD,Rent,Home Improvement,0
23.210765087016746,10000.0,0.48247645414307033,24446.825734471367,522.3591577228765,0.30836864676919573,5,High School,Rent,Home Improvement,0
32.8033054764904,28612.801615327,13.418474112950545,35817.09825136667,685.9920933492662,0.5161468883056103,4,Bachelor,Mortgage,Home Improvement,0
41.09526045208601,37842.547947423984,2.223287049533755,19348.65706970919,849.0674689121445,0.189890305921312,6,High School,Rent,Medical,0
19.446262661587575,49414.08776545239,1.0406460057963633,1507.4453937161823,647.8053587959203,0.21450067150868737,5,Master,Own,Home Improvement,0
37.00845093115709,25657.37458055518,0.15733461223559078,14933.081089144642,781.287729430029,0.42855424385603796,1,High School,Own,Debt Consolidation,0
36.00791072644806,15014.326339033849,1.8259437781959906,30236.311432490955,544.3044833030679,0.31352019372707374,2,Bachelor,Mortgage,Debt Consolidation,0
35.412874555874396,10000.0,2.0527775199987994,27839.162466806847,585.2361201257208,0.40639977058699267,5,Bachelor,Mortgage,Business,0
45.37158898658243,37080.01286164087,3.3900561723847566,2626.818250812553,415.9715544941846,0.06277623107521303,0,High School,Own,Personal,0
38.344385148485216,10000.0,0.6809757652665396,18271.275581209564,686.9647435956299,0.36313500200090354,4,Bachelor,Own,Business,0
49.78071898356444,18577.342298064454,7.97220908448834,34079.67083241432,560.6375280830441,0.32224948113713553,3,Bachelor,Mortgage,Debt Consolidation,0
25.06410484405964,19689.614363214136,1.157729826235127,8296.363580228723,709.9101013083077,0.14597357382850581,3,High School,Rent,Medical,0
36.35924567218348,21274.669764203307,0.7017940641317267,2534.7214333650695,599.7683898998328,0.04041559581488728,2,PhD,Mortgage,Debt Consolidation,0
35.844667863899474,22424.31858391707,0.8568002344321969,15723.66331562762,850.0,0.376208418198292,3,Bachelor,Mortgage,Personal,0
24.3074550624492,23601.69423802557,1.466214314145356,18827.73589020653,829.3201646471307,0.4577052359801681,2,Bachelor,Mortgage,Debt Consolidation,0
44.56295002091346,10000.0,5.519789331779703,7249.1062800962545,419.6629267647585,0.39347764824519865,3,Bachelor,Rent,Business,1
58.24673305852818,22188.46758951241,2.6572497400842456,3125.724062427289,709.1210817956969,0.13188434934751617,1,High School,Own,Home Improvement,0
34.82993925516169,10000.0,1.721284704258614,17774.1008309529,575.6701847798997,0.3491102482474055,4,High School,Own,Personal,0
40.05021088273767,31764.641147894097,0.35540939297994784,4380.652248658664,714.6886555813962,0.3261748647648495,3,Master,Mortgage,Debt Consolidation,0
35.84518475815327,16687.870582686126,0.3235168161018324,11135.3207097622,515.6253378096072,0.15778357368606136,2,Master,Rent,Business,0
27.86415330092824,10000.0,1.3951013788330506,28184.658498366516,794.1233886443994,0.3952000581422593,5,Master,Mortgage,Debt Consolidation,0
18.0,14660.288597646011,2.609124289230114,2149.4376363908495,753.0692299097351,0.15919211946657952,4,Master,Mortgage,Debt Consolidation,0
27.942265169046347,16563.59229445175,2.7807025405582477,16750.96585164246,508.62477101130247,0.20204732253485397,7,High School,Own,Debt Consolidation,1
21.080416190482687,39948.6360337288,0.5121455927257225,6868.729102493411,631.8689379132433,0.07427659067878188,3,PhD,Rent,Business,0
52.04102078059118,24302.12006205692,0.21094218320280406,7012.69511137126,666.2396059254784,0.5488978937580077,3,High School,Mortgage,Business,0
33.84890306076761,26166.165764868605,0.9705139095747185,12227.626619019471,721.9318282933518,0.5909133737756936,3,Bachelor,Mortgage,Business,0
31.540806709528294,39759.76765674895,5.006284869061584,4371.636813687811,648.8051877595537,0.24263224426575206,0,Bachelor,Mortgage,Personal,0
43.89153824787806,20992.65421105235,1.5765306693500478,3165.241675582988,728.6372186780072,0.37515316166347223,2,Bachelor,Own,Debt Consolidation,0
23.78248897144112,32115.497491675953,0.7716184150097987,1944.2745070376395,642.9234005390748,0.17213355262168184,1,Master,Other,Debt Consolidation,0
27.331359619954476,31005.830826754915,0.7820527059024875,21707.436301617872,711.1772285075367,0.30903868823347636,3,Bachelor,Own,Business,0
35.68072269248621,11576.879634667454,0.2833277037289047,6018.91477376067,513.2134865645763,0.6057633216123957,4,Bachelor,Mortgage,Debt Consolidation,0
45.287689914234804,46004.37542188661,1.2819587345544758,12784.034029517125,647.4008452781638,0.46708029555207636,3,High School,Mortgage,Home Improvement,0
40.01685045168788,10827.550205889893,3.134315676599967,5497.091098325233,765.0122630384554,0.2379976688679315,4,PhD,Own,Debt Consolidation,0
37.48325142515882,34845.64083562914,6.9192653884000626,3198.9937854703417,791.1087311506997,0.13715238415585768,3,Bachelor,Other,Debt Consolidation,0
35.78117735236016,10316.124974413007,1.392684558744336,13654.850533782093,667.303963494567,0.2508364586437675,5,Bachelor,Other,Debt Consolidation,0
39.002358555267755,29751.011014464922,0.3659593446314036,10534.070145470885,640.0864871132353,0.06812540778047525,1,High School,Mortgage,Debt Consolidation,0
37.016529051292544,55879.755564884676,2.2973940996915374,6704.141017764254,786.8034302618238,0.18697869186752106,3,High School,Mortgage,Medical,0
24.70027725223064,19801.45446325506,2.8276710645185643,10316.675552503628,639.9071624262984,0.4147324225638166,4,Bachelor,Own,Personal,0
35.46079221633151,19376.614476579318,0.14880010529067986,3757.887919439359,764.4527155439303,0.48476973572248117,3,Master,Mortgage,Debt Consolidation,0
24.263113410822474,29888.228902005656,3.7960958923673527,18929.55657828936,639.3356676865128,0.12199140553500311,6,Bachelor,Own,Debt Consolidation,0
35.81082542900824,18681.738446095376,3.5359576470967737,22786.32173078241,653.9998573252886,0.2644561306340154,2,PhD,Mortgage,Home Improvement,0
30.193520585117586,54673.7701722299,1.2793684884458925,14875.09559681081,539.5281626836389,0.26151262386188984,3,High School,Mortgage,Business,0
60.393816227828616,24248.162607432176,1.643882566011114,6017.405063059621,525.0717442802998,0.366306266763414,9,Master,Rent,Debt Consolidation,0
34.601056162482884,18768.125276750176,2.499391799502444,8497.07644567074,747.8129457799822,0.23999503698980207,3,Master,Own,Personal,0
20.95760433738411,16812.151979942206,2.25864692215483,28426.274602423215,822.2819075441857,0.6494827965680625,2,High School,Rent,Business,0
33.658197893230756,13815.214514851208,0.03334844722988699,22582.5547640955,660.5712519533395,0.05431377565534343,7,Bachelor,Rent,Debt Consolidation,0
40.19358745637888,16092.723730666201,0.26120919710376805,39938.46894690701,633.3808493238911,0.5746196389456362,4,PhD,Own,Debt Consolidation,0
51.733639461525236,18484.046786400406,0.35488429486990203,4339.8059640444235,752.2641577533915,0.22972917939083268,1,High School,Mortgage,Debt Consolidation,1
29.105476000612818,17260.578195749717,2.818519223310169,4039.3140737307476,683.7364999147799,0.06325567472622394,5,High School,Mortgage,Debt Consolidation,0
19.1757202597636,15849.8032016942,1.1599354516759013,9022.675882257814,410.16774143728156,0.21318702162030373,0,Bachelor,Own,Personal,0
43.16837011430981,62907.49639614884,1.577126288020356,11220.711670820401,749.3672344461962,0.036214611154055436,4,Master,Mortgage,Debt Consolidation,0
21.19401294100349,13160.2007820191,2.96285855724736,7231.26068063907,516.3095736791688,0.09502616427464405,5,High School,Mortgage,Medical,0
30.63844558492515,23702.037498364036,0.8340096780415638,5932.805350202602,648.8279666387205,0.35395575480726743,5,High School,Mortgage,Debt Consolidation,0
32.42379514489006,29621.641498760207,2.7637301881934837,22335.132055566075,605.8513585184646,0.3996558253959126,0,Bachelor,Own,Personal,0
34.30366546699892,30183.599646537885,1.1678655898823538,7535.75516917982,585.9341423862663,0.05941512059850524,4,Bachelor,Rent,Debt Consolidation,0
41.89164457074335,21390.37775142671,0.9469960559807744,3065.0858742122377,654.6937551254807,0.48864438739187604,2,Bachelor,Rent,Home Improvement,0
28.163657177136123,19528.861242916453,0.8100422055504651,3361.856837264119,739.3627537495597,0.3391874396310101,4,Bachelor,Own,Home Improvement,0
32.262707478332395,27605.59491904938,6.701663517923744,9873.91252946508,653.132111301107,0.5604776206804433,4,Bachelor,Other,Home Improvement,0
34.857296470506114,25166.29365967,2.9565860742595667,89511.46422231724,790.9894760053629,0.06534016376619085,7,Bachelor,Mortgage,Business,0
36.49597957518788,19351.41035985924,0.04080533374584956,3711.6990101985402,803.4000878180758,0.03329661865761469,5,Bachelor,Mortgage,Debt Consolidation,0
35.978271747079226,10087.584751088283,6.312529250184357,6298.713877192741,802.4870971259454,0.21558592456556383,1,Bachelor,Own,Debt Consolidation,0
39.3600577522258,17431.568776159696,2.987221396092312,55483.65879273956,644.4152587187424,0.2533834571510735,3,High School,Mortgage,Personal,0
43.43839509641737,12415.797319434434,0.32309695273662303,5500.396261271777,602.1782131060897,0.5702334458899846,2,Bachelor,Mortgage,Debt Consolidation,0
38.92634115650968,15778.763378804095,0.15881842180784175,11665.239001519376,646.6302475795297,0.17624553048296773,7,High School,Rent,Debt Consolidation,0
39.535855235092185,22395.417012602004,0.7368996897475747,36341.970994152456,762.532217244566,0.3604466992270865,2,Bachelor,Mortgage,Business,0
19.177768332535223,26353.808325238067,1.957298085974492,3785.060141877224,756.5363441838927,0.4328988372364031,3,Bachelor,Own,Debt Consolidation,1
35.50227699165681,53649.44352294775,1.9170748208700166,6327.065505262424,390.479232162469,0.11227415660995838,3,High School,Mortgage,Home Improvement,0
39.79507548001609,16836.37175405616,0.6455137971150405,5500.0213503363675,680.5849273958369,0.2751291905155814,2,Master,Own,Debt Consolidation,0
42.2894119457045,32445.363080474464,1.1800081662822959,2405.91052996201,413.1987550472977,0.34996552360897504,5,Bachelor,Rent,Home Improvement,0
28.076492257662057,25667.477747462686,0.4762356050733071,28438.318467415877,648.093174123267,0.17944282539176698,3,PhD,Mortgage,Personal,0
28.40960725111355,42108.24464602966,0.10380524454172399,5072.943647691069,597.0996319471375,0.4098027830503944,2,Bachelor,Rent,Debt Consolidation,0
29.258993247164018,29381.319487483892,1.4553549663101115,4019.864438757997,566.3080171494381,0.4238753155564163,7,PhD,Other,Debt Consolidation,0
40.36413899891343,13303.192012536789,0.8523291456969325,5678.559608730989,734.9255639150308,0.09573990879844396,3,PhD,Mortgage,Business,0
45.33881054924208,10000.0,1.565629322863196,17035.677904758864,585.2713906596083,0.3873453566270183,2,High School,Rent,Medical,0
30.925398927083982,25735.608324606084,5.856421006108223,8868.97782956627,649.0495351821602,0.4243229491264523,2,Bachelor,Own,Home Improvement,0
44.07962313627049,16911.928850347333,0.3094991121914653,4301.275801314849,556.7632147973886,0.1570028687948935,0,High School,Rent,Home Improvement,0
36.23479809164594,13491.877639490784,0.00392789118039794,11240.963899252,657.3721890684924,0.1708684268046644,4,Bachelor,Own,Debt Consolidation,0
33.757142228375635,11686.751721675397,0.15998821315378228,15522.964051450013,745.9730412918267,0.20338242619096086,4,High School,Rent,Debt Consolidation,0
32.88615770182031,23872.626547723128,1.2424282434389884,7950.485934984378,562.2123312519225,0.3653724773304723,1,High School,Own,Debt Consolidation,0
42.46611364602157,46810.08029619058,2.454701433342934,6715.618801995378,713.9936513832255,0.655980606602262,1,Bachelor,Rent,Debt Consolidation,0
38.2557781678707,17955.71678664757,1.7386406511927517,18264.247707109345,655.6486244208894,0.46857497078919713,3,Master,Mortgage,Home Improvement,1
57.75825427647638,29588.32555352217,1.3659763464228476,7020.935868878087,654.7319738044006,0.5682559430031577,4,PhD,Mortgage,Home Improvement,0
26.477753570026756,20928.493292047748,0.8737974084315001,29335.486486053705,614.9592149528027,0.33503415327942193,1,Bachelor,Own,Home Improvement,0
40.181017020299755,11560.032520891324,0.7420524990567416,4419.98730248979,727.3407212708614,0.3847459854466423,2,High School,Rent,Debt Consolidation,0
29.707989901884872,31805.85501393097,0.9441272595170793,4338.436147111597,717.0917809437924,0.27799497112813853,4,Bachelor,Mortgage,Debt Consolidation,0
26.307130130113563,12741.93724975301,1.8916190829775477,3932.2323670903756,636.6565163781057,0.625673323770332,4,Master,Mortgage,Medical,0
34.89132862965028,22265.937321479254,0.36725431151225185,6693.705155050493,670.2678289780889,0.43328229566537835,3,Bachelor,Rent,Home Improvement,0
36.37352479407036,18568.832692146512,2.9512313509457604,8119.332692832519,724.2976161221089,0.3127444399411492,5,High School,Mortgage,Debt Consolidation,0
64.18173555060093,34425.01355264285,1.7125242933897662,2805.93268957957,704.1519216887637,0.06602923037057386,3,Master,Mortgage,Personal,0
33.15854184316798,12976.878860626328,0.6271115299563353,8755.223864809825,619.3363325946252,0.37831609519933723,2,Master,Mortgage,Home Improvement,0
23.698212705153168,26780.651690012062,1.3909115378463535,12737.215604067995,766.5707841102446,0.09642934511971904,4,Master,Other,Debt Consolidation,0
37.73010717494385,14473.885379394314,6.581747540130415,2508.9177307348987,736.4137818645848,0.29838789869865173,0,Bachelor,Other,Business,0
18.0,17059.24208863239,0.04140878698645105,5340.437507786802,850.0,0.14354164745427603,2,Bachelor,Own,Business,0
34.08043217395734,10000.0,0.4450940607894652,12758.954054074491,493.0430578912799,0.15775320549818633,2,Bachelor,Other,Personal,0
35.160252822951605,62695.77160366888,1.189792620938181,3389.591146332004,720.1985639316156,0.18894758620935606,2,PhD,Other,Debt Consolidation,0
42.94600382945212,29006.594115472868,2.0346530131058183,6293.15102715611,765.2089550250096,0.5017682354051144,2,High School,Own,Home Improvement,0
44.736222494278465,15007.813688616421,0.47709381823261504,19351.918777062474,750.5167111592857,0.7501444589202022,2,Bachelor,Own,Home Improvement,0
29.964303810922825,12552.46269307952,5.35904060482211,34069.103965529444,624.728694311875,0.20883629719300295,0,Bachelor,Rent,Medical,0
33.49385985370067,17191.590581486533,2.0576427409882805,11521.062593316568,513.6843402184625,0.1345863829355403,2,High School,Own,Debt Consolidation,0
27.338791693893292,31521.961343783078,4.198177769035488,7076.943407312337,803.9654610834165,0.34134448270631723,4,PhD,Mortgage,Medical,0
23.71937445192306,10000.0,0.7989201397415393,5425.588129451492,601.8255889618409,0.057907892696950646,0,Master,Mortgage,Medical,0
38.098947793806346,20521.07714498791,3.531644737477486,16791.083475954885,620.4555114017933,0.28192305113158217,3,High School,Rent,Medical,0
22.264144514034008,53386.91386621224,0.9503353742183579,20064.856266723647,850.0,0.7600556121601969,3,Master,Mortgage,Medical,0
30.85373099428137,12494.287664700094,0.5827156995995307,3212.6498123345614,522.6885799774775,0.25444608596206847,2,High School,Mortgage,Debt Consolidation,0
25.048260401007624,22929.796922039368,4.853019028007909,16786.68770482118,731.8887960285208,0.39995361220891873,7,High School,Rent,Business,0
40.496831862902596,66280.75798827199,0.193503082627336,4985.868842679184,574.6212345028955,0.4712060444775569,3,Master,Own,Home Improvement,0
53.01430099266488,30214.45752626233,5.7255099307859805,4073.897271520829,572.4267176646036,0.3653131625343555,1,PhD,Mortgage,Personal,0
21.984120171966687,23457.88372276541,1.2268805878932918,7165.869144981,666.765272872437,0.1616006621403273,0,Master,Other,Medical,0
18.0,28376.545704132823,9.819447160580063,17913.15421072139,717.6374798928256,0.06318261471999549,1,PhD,Mortgage,Business,0
33.751131146499326,18025.94400013313,1.5512959799685129,10378.83857569735,745.0200705225093,0.36507295886728974,3,High School,Mortgage,Personal,0
35.15697795957758,42184.81675095136,2.8334095897514384,10156.460981227758,758.1473170530264,0.58263156469123,3,Bachelor,Mortgage,Home Improvement,0
37.18659306757298,18039.787037853373,0.014192268902249698,10742.394805127313,579.3412400779173,0.07310049393537207,1,Bachelor,Rent,Personal,0
30.53679484765655,10000.0,1.3730058847958853,11779.622548303503,535.6473059497891,0.6230893172412761,1,Bachelor,Rent,Debt Consolidation,0
32.99360701174568,18112.334477878907,2.6746539233578974,7395.884870853603,615.735610267277,0.385703568496472,3,Bachelor,Own,Debt Consolidation,0
38.67510410540602,13583.793884882649,3.0541221998856636,13433.555697770746,684.747865804843,0.41487119315001647,4,Bachelor,Own,Home Improvement,0
45.40430892644839,19137.46084347776,0.3440659309124876,4780.2792449271155,629.4361857688958,0.03757137473266,4,Bachelor,Rent,Business,0
18.0,19350.198764254837,1.085909048077957,13640.602756173943,300.0,0.3852554999008932,1,High School,Rent,Home Improvement,0
31.31060560968538,40083.160999522945,1.0862567639705785,16084.128837377442,467.2820175513823,0.1915573384474849,3,Bachelor,Own,Debt Consolidation,0
37.13808793941063,31183.561605463536,0.2188281259357749,14176.051073508423,625.952689536962,0.4897096386507789,4,Master,Rent,Home Improvement,0
25.82023895389264,25125.35422545832,1.1705434876270828,14776.938948236073,735.520085291956,0.5802292436049518,5,Bachelor,Mortgage,Debt Consolidation,0
52.311696317673,21994.051168282822,3.2910937147662507,11753.337387062988,559.5353292080478,0.4335132598959889,1,Bachelor,Own,Debt Consolidation,0
28.64590119771263,12972.29223837307,0.7138663477515315,20717.9205602142,723.3071144965065,0.40664333614428877,4,PhD,Own,Business,0
34.58707312992717,10000.0,1.1332917087237286,1316.4697127923466,500.38963375244526,0.23086139925850443,3,Master,Own,Personal,0
40.56022096842291,23308.654438005728,6.486269672389189,16042.500584387522,675.5568521292741,0.245092481522641,6,PhD,Mortgage,Home Improvement,0
29.087152111981055,32771.69949934707,0.06444332535563806,39354.51637527001,676.2852042673416,0.29970625014430097,1,Bachelor,Mortgage,Debt Consolidation,0
18.0,20865.09734279763,1.7906333069668683,4926.990429257356,696.873894834666,0.09984376947107389,4,Bachelor,Mortgage,Debt Consolidation,0
30.713454730834666,16857.869149541624,2.7207549810843736,4505.328621405565,549.1718524905433,0.11646325489165686,1,High School,Own,Debt Consolidation,0
45.2944055592704,27784.986021177883,2.861599880356558,22675.83752556467,495.2366942200502,0.34441643611118106,2,Bachelor,Own,Home Improvement,0
31.631048732148614,21127.565733442043,2.51712568477732,3860.7182814184976,722.6051924716812,0.15767213573297584,4,High School,Rent,Debt Consolidation,0
26.535656985410213,51168.12691487501,2.5925522705709603,4753.42433505733,497.384128825179,0.11041697609131843,0,Bachelor,Own,Debt Consolidation,0
44.256722095027214,40797.01398346273,0.12165119857733916,9283.174209738772,572.9090305509403,0.2586613841772168,0,Bachelor,Mortgage,Home Improvement,0
31.692251039769474,35587.65291716017,1.5277257239054496,4276.281197862312,789.1682625159972,0.4517430399520973,2,High School,Rent,Debt Consolidation,0
29.898391863497828,32172.49124062406,3.0554308173451745,16317.92705227543,666.9888948216629,0.34086452014244906,4,Master,Rent,Business,0
36.4945608966331,11555.494218679018,0.19757554714241818,4304.250501607316,686.875399181648,0.18365277342241657,3,High School,Rent,Medical,0
42.70750209618787,30684.00693296199,0.02424622248507247,10813.024710110009,712.4735739236676,0.18462071308638942,0,Bachelor,Rent,Debt Consolidation,0
58.81713531732546,26586.609847183656,3.370067552973621,10173.951622892491,708.9119658211338,0.3596139175433045,0,High School,Own,Home Improvement,0
43.27236107657423,29828.284427201503,2.491635001355575,30672.153134677777,647.8716834863724,0.26583210172406163,0,High School,Own,Debt Consolidation,0
46.59839966388344,28178.223531136333,1.0627588837798359,20583.426518708766,559.8578289502997,0.23153964838509736,3,Bachelor,Mortgage,Home Improvement,0
29.940338010121447,27622.371747281835,5.640079701128171,5304.856320206346,850.0,0.49751559323180833,1,Bachelor,Mortgage,Home Improvement,0
24.741318940305238,85002.26947099576,2.909986791432013,2946.5965599907413,620.7365287304547,0.45123308848790594,1,High School,Rent,Business,0
35.62331349619123,21203.195173272692,6.875366432265942,15841.289558591974,683.1046510970729,0.1878653347112733,3,High School,Rent,Personal,0
36.07169915259596,35177.73701807839,5.299051129117577,4804.399464391121,694.0139165512498,0.524726457670377,5,Bachelor,Rent,Business,0
24.214872586354026,17404.86588842058,1.3128345298119455,6194.7572574831065,596.7049541762726,0.5259935536241505,2,High School,Own,Debt Consolidation,0
33.24705470095987,32706.22781939144,2.810619862185418,3470.791163457731,607.4311035594832,0.5906213643902055,6,Bachelor,Mortgage,Debt Consolidation,0
38.99317601719131,35230.235118087214,2.2124305695111373,13949.647869894725,798.8232717497798,0.2629133967757064,1,PhD,Rent,Debt Consolidation,0
38.6039339501808,26428.89078179621,3.3367333033779407,4830.984262055616,576.102249038804,0.5218072427007949,2,Master,Rent,Personal,0
40.042878533842725,50747.79619277527,3.0994005654141294,7879.081769569395,691.2429845627648,0.27934939384072205,2,Bachelor,Mortgage,Home Improvement,0
37.90964730137443,14155.549002041762,0.3326569887407737,7977.637127492073,739.5853901520725,0.2495381713284702,5,PhD,Rent,Business,0
29.92991340729944,17264.187171570502,0.5324558201880973,9384.817434530969,628.5857411083609,0.5673546948507785,1,Bachelor,Rent,Business,1
29.86099373351157,24494.161034630324,0.6177612371018344,13757.10643714759,640.6116068558921,0.1401385158631384,5,High School,Rent,Business,0
23.01048602006124,34214.45267918656,3.4129833742208997,6672.45877212403,745.6905147035927,0.28699450588312825,1,High School,Rent,Personal,0
52.84775039185095,24093.918919505595,3.329285102111395,4477.669255187989,636.2650528133032,0.13487017490810518,2,PhD,Mortgage,Personal,0
35.13450364619293,41893.23002424474,1.3677222472665742,1830.5363548879222,442.27917302522155,0.46072379550696396,3,PhD,Own,Debt Consolidation,0
32.75146944205148,15821.974826197478,1.738968206517543,8796.451702201948,800.3883345208916,0.3438627257716688,2,High School,Rent,Debt Consolidation,1
25.71207918547541,12452.924267741337,3.508027605709313,7146.662671602134,552.4524520097305,0.46890867240374645,2,PhD,Own,Home Improvement,0
64.35657902327779,25695.32038889064,0.7496592103010647,4589.93772719758,671.547675941943,0.6271845065717396,4,High School,Own,Medical,0
24.266719677771043,21192.65338043861,0.10296299664910265,8518.895452740528,518.2221686665833,0.131240556451565,2,Bachelor,Mortgage,Debt Consolidation,0
30.711520743939268,28895.23149111714,1.3178642507426988,16071.23228456562,598.9120646710984,0.27792875494632735,3,Master,Mortgage,Medical,0
39.15836836286061,21726.73599316614,4.90024870945052,19722.40282725505,606.35141036116,0.3136487108644457,3,Bachelor,Rent,Personal,0
41.00212965744278,18582.770341827018,3.1257601041949874,2372.9520868247814,667.4171094289164,0.10425819880836988,3,Master,Mortgage,Medical,0
44.579320552156844,21216.431137953085,0.9133609261455699,6071.196363947448,562.2867730533623,0.2179642803799917,1,Bachelor,Mortgage,Debt Consolidation,0
53.07608507769263,22346.48791435552,0.13392849068823884,17480.131462491434,848.2834634914577,0.15222175369114432,2,PhD,Rent,Home Improvement,0
40.06157655460712,18911.194930837715,2.0262614420844978,29051.715898753977,652.4532145596216,0.5420852581856108,1,Bachelor,Rent,Personal,0
24.439692000333324,19899.183442654838,3.5974569432720354,4214.0905307943185,738.1041819101472,0.45975173200232317,7,Bachelor,Rent,Debt Consolidation,1
32.430548748782186,18001.373355697557,2.186942451941645,24407.807592239486,649.1145591210908,0.19876288011645418,1,Master,Own,Medical,0
38.07832372513885,33803.937201364606,1.1070301967560598,2751.559096560548,749.7268089657692,0.22498520122867258,3,PhD,Mortgage,Debt Consolidation,0
55.68226041505824,24270.3447221759,0.2633031512997798,20305.10579695133,439.9349980540211,0.14979743904932016,5,Bachelor,Rent,Debt Consolidation,0
21.02194521575703,68075.74328383323,4.833171076439205,6467.823513576362,579.5254499058311,0.4861425404524187,3,PhD,Mortgage,Home Improvement,0
47.025765052252275,23869.39266675911,0.6458126542777722,28289.857085487478,597.8204077472377,0.2368939328697344,2,Bachelor,Rent,Debt Consolidation,0
36.79914369546417,16723.517893484513,0.5079454392276321,5590.226180708306,597.0114500965548,0.3553983618377195,0,PhD,Own,Debt Consolidation,0
43.37830535229481,83728.75010740281,3.385385424149908,6323.8749141762955,701.867783754288,0.43047694976329987,3,High School,Rent,Personal,0
33.98005283364068,27087.108399183246,7.94991908473386,7282.910801413859,708.7164972864505,0.4943597506934784,4,Master,Mortgage,Debt Consolidation,0
26.575673698736736,36136.63296776565,2.158562243482403,2369.323798243593,642.5948517922569,0.20042342933036172,4,Bachelor,Rent,Home Improvement,0
42.50872779401332,29615.450829324127,1.9606480361264036,1978.3567668649007,645.0703621856577,0.2577796443998706,2,Bachelor,Mortgage,Debt Consolidation,0
41.54431027105621,30076.683459329684,0.7696517476747253,12186.97886299604,850.0,0.1708767569402937,2,High School,Rent,Business,0
44.72056965739722,28791.256482613288,0.041249369583411015,17868.05709568917,682.4593444201219,0.299729795629201,6,High School,Rent,Debt Consolidation,0
34.866953646213645,12694.926667203943,0.4258861713727001,13174.810661634743,427.4792731042361,0.3279752717425222,3,Master,Own,Business,0
29.001779766801505,26469.926640073183,1.7562105153136494,2971.492136977064,727.0112398884064,0.2535855550852692,4,Bachelor,Rent,Business,0
19.412130049761586,11356.770309078734,0.32813781740454806,11898.302192927364,705.9465220072908,0.23148859969825486,5,High School,Rent,Home Improvement,0
43.19373268139407,20187.493980668194,4.305501262405735,3669.59588180866,765.9344911644286,0.12324919609833056,2,Master,Mortgage,Business,0
39.23889482443986,15324.24159852264,0.41686628341718596,11227.508551058558,709.8398228196772,0.243984663606051,1,PhD,Rent,Debt Consolidation,0
25.342173671360406,26337.1321944271,1.476726182630525,20031.05936468012,559.5245382695153,0.22823212383568592,2,Bachelor,Mortgage,Business,0
29.614263267033756,26031.51305543682,1.434934032932418,10872.29927589129,739.0004553434387,0.023889506034920797,3,PhD,Other,Debt Consolidation,0
30.332411880485594,28017.173638830805,1.8524075589994378,26234.408293896977,659.9305955746818,0.41091100944181114,3,High School,Mortgage,Debt Consolidation,0
20.170155680175817,25429.069989987864,0.7933102694350394,7186.862768774743,754.6164314479543,0.06329700680719841,5,High School,Own,Business,0
26.823176033948663,16262.015486944494,4.135566743044458,6813.631677383329,804.789904683713,0.4751713847017281,4,High School,Rent,Home Improvement,0
23.66169643193646,19331.63699405598,1.1750589254731145,8551.662934007525,637.8133737329129,0.3704559081529992,5,Bachelor,Mortgage,Debt Consolidation,0
30.875209881120632,34898.463471866686,2.4089697290566003,2768.0188673708026,737.579696624043,0.47756191034676193,1,Bachelor,Rent,Home Improvement,0
27.613025016704373,37568.76772718435,2.020713107742645,5870.171563143142,753.3653479491662,0.48328999638648534,1,Bachelor,Mortgage,Personal,0
18.729950791332513,12414.351367267236,0.2492137171557024,6297.408409707546,665.8749867796307,0.17915742200694412,4,Master,Own,Debt Consolidation,0
55.22590230569482,10244.909056262732,1.949107849352767,6456.224901393351,845.8090230244703,0.07719806293059983,2,Bachelor,Mortgage,Business,0
47.52540731029231,15314.499041231173,1.6001408465290579,10043.017879944335,754.5543358385349,0.36600714384444816,2,Master,Mortgage,Debt Consolidation,0
27.209805784800146,37145.7183700819,4.577444520370396,2479.3128003841375,591.461198857644,0.47674236644248236,3,Bachelor,Mortgage,Debt Consolidation,0
37.7242139665361,40434.63566456453,4.255191309291833,3240.5839139760005,676.0079351815058,0.21498886185851748,3,High School,Rent,Home Improvement,0
39.17465089821295,13872.22695858415,0.32728568031325833,20043.409537134616,736.0168903002054,0.25687714419784186,3,High School,Own,Business,0
46.91085854773477,25684.800530211847,0.1704299370031144,1626.5254953198337,842.0089420426459,0.28049360680091806,5,PhD,Mortgage,Debt Consolidation,0
26.813949733399213,55117.12065505149,0.6979584618380594,13267.820286572813,712.0856589632886,0.15101484808549756,5,High School,Mortgage,Debt Consolidation,0
45.92106783982426,27109.940253081157,8.626920973297649,6009.8330915916395,678.9460120141266,0.06954684819952545,2,High School,Mortgage,Personal,0
29.520946957930647,44835.326365482775,0.04361978488012277,9210.486817375291,776.3814336471972,0.4230230964036146,1,PhD,Mortgage,Debt Consolidation,0
21.641375958313866,36292.38741016838,2.234931239563052,28183.134996881752,628.0545741188556,0.2572161593071242,1,PhD,Own,Debt Consolidation,0
42.24136559314498,13973.258108923475,1.8756096884403606,7295.797462594158,551.0017894961475,0.24528642648513532,5,Bachelor,Mortgage,Debt Consolidation,0
47.907584241224285,20030.45788285319,2.080186524357304,13363.87439139167,720.3756358228153,0.3421204490273218,1,PhD,Mortgage,Personal,0
60.87908973530685,22412.569954733382,0.4925323864450286,8491.777099155132,612.1831741742021,0.23099500369531414,2,High School,Rent,Home Improvement,0
23.002747349097866,23203.69225724381,0.5142212769983412,7424.191465434222,850.0,0.021636211253083827,5,Bachelor,Own,Personal,0
41.989196850807886,34827.56593335767,1.1264920260809919,6724.14300216807,675.296993406176,0.4745860471680718,5,High School,Mortgage,Debt Consolidation,0
30.90198756206467,27020.263976516853,0.20153727578338376,14197.862141009118,720.9868987797829,0.09817614718410382,0,Bachelor,Mortgage,Home Improvement,0
42.83358710524031,10000.0,0.1550869529182225,4513.004997139022,587.1674903787793,0.7488984995949093,4,PhD,Rent,Business,0
20.295104487687496,11425.235902307737,0.1850190083896944,3276.009841728215,776.4600422831725,0.5677137591485059,7,Bachelor,Mortgage,Business,0
22.37230224301436,10000.0,1.7018449756018452,8600.53748672347,647.3050943569142,0.18900445792216125,4,Bachelor,Own,Business,0
27.24125176833516,24045.00641078028,1.014138232891939,9454.321361269276,637.5463612169561,0.20500700633276464,0,PhD,Mortgage,Personal,0
35.78964045668084,24840.826904734993,0.6951947703037727,1883.0978037214811,639.9477888836219,0.2026045694269708,2,High School,Other,Debt Consolidation,0
28.589187334616447,25377.353969321117,0.7590666627625933,8035.383912953147,520.8595700038671,0.12889981490788377,1,Bachelor,Rent,Debt Consolidation,0
41.590543439134194,13636.916818438307,0.46457875900180673,3036.6143193649145,624.9473379484851,0.2874691299918776,6,Bachelor,Rent,Debt Consolidation,0
45.26894618257914,30855.55267368761,1.0603748365810113,13379.440089168957,704.6165800291338,0.19602808744227046,4,Master,Mortgage,Home Improvement,0
40.995775412453554,31512.2377143006,0.4539469251404892,1914.1943636863803,495.46137605625825,0.38711516696008097,0,Bachelor,Mortgage,Debt Consolidation,0
51.18787639660868,11759.603047250512,2.394961462349942,37799.85947055079,752.1669023997085,0.0496297967106889,6,Bachelor,Own,Personal,0
39.15826629455343,10582.75320924198,0.2646243013276259,6182.272904227029,623.1661545871876,0.2667429400767933,1,Bachelor,Rent,Home Improvement,0
22.83103289659833,22025.01555146488,5.9223558071471745,4056.315958234886,674.4726734151261,0.049081408137728,0,Bachelor,Rent,Medical,0
48.6337651353834,53954.217227015455,0.1882234647388639,6461.5340117468095,426.5985603459918,0.38292316108007196,3,Bachelor,Rent,Personal,0
28.948437643940025,51527.523000946836,5.745639119948696,12644.99402907095,672.4987060657382,0.36763296006002294,4,Master,Mortgage,Home Improvement,0
44.1041849968557,29193.523923704914,3.5830586496714947,16520.809901502726,545.685311774244,0.20681573805474646,2,Bachelor,Own,Home Improvement,0
50.73734216555106,15290.724232387607,2.283324279872223,6506.460933551311,614.8541635029082,0.6413769483899231,4,High School,Mortgage,Debt Consolidation,0
39.566880107303994,34317.86454364583,4.867704514763537,2563.292049435972,493.2534457482922,0.18364332836949981,4,Bachelor,Mortgage,Personal,0
20.038411868353503,17567.18351606623,0.29982984486144537,3072.240236213151,561.8118436837907,0.32451965983518033,3,Master,Rent,Debt Consolidation,0
25.817878334902083,15006.61648251361,0.3879336591290268,10189.470467744935,633.6441685225535,0.12977778266689552,3,Bachelor,Mortgage,Home Improvement,0
48.227444668851355,10000.0,0.5811126437942739,17851.83715228521,622.8247576612173,0.46038848586663156,4,Master,Rent,Debt Consolidation,0
33.308773143571834,23183.38411625682,0.5615758549273794,19810.75401414417,738.4530350487656,0.2054715342674145,4,Bachelor,Rent,Debt Consolidation,0
35.79573534942166,16075.73587127491,0.7445876317027625,9269.401193737192,463.192887567512,0.296512121007987,2,Master,Mortgage,Debt Consolidation,0
42.58824416163609,23114.495020014732,1.7143033589894066,17568.093262362712,644.86307044991,0.2957521053403357,0,Bachelor,Rent,Debt Consolidation,0
41.963228620803235,10000.0,0.05715414787753568,37416.96065570558,640.0917376566348,0.26115071163655595,3,High School,Own,Medical,0
37.78799812385461,23978.51107311985,0.9634160222639309,21000.009523155117,604.2192936281821,0.32187757632230796,2,Bachelor,Own,Debt Consolidation,1
32.91331628779534,10000.0,0.5657476423299441,16943.343488334365,558.6794112968882,0.2650100834076016,5,PhD,Mortgage,Debt Consolidation,0
31.873315542676426,37947.925854291454,1.866008495851486,4250.339977930276,760.2177082179796,0.525252560020041,2,High School,Mortgage,Home Improvement,0
43.57898825291343,28593.812208904947,8.42211603212751,17502.442057913,850.0,0.11941339382094264,2,PhD,Own,Debt Consolidation,0
40.53569531067793,19161.677775990578,1.4581896986263427,11719.225558377677,478.59388090377183,0.11428659457606792,3,Bachelor,Rent,Medical,0
32.4269999938221,29183.534144399397,1.109155338107894,13636.652763251752,557.5815011283689,0.3247448446603901,1,High School,Mortgage,Medical,0
45.82112312993141,13506.993518093024,0.9185026306926987,22223.04345876664,549.5639462335286,0.24580602299693619,2,Bachelor,Mortgage,Debt Consolidation,0
33.70965884870216,22838.152182567243,3.073762174973524,10795.085666714149,621.8478298635893,0.3331434093100263,2,PhD,Own,Home Improvement,0
26.483378256656067,32773.87618412581,0.14940599723374898,7464.867314518336,775.5845673224198,0.07513204945887826,3,Bachelor,Mortgage,Debt Consolidation,0
27.41029301096655,10000.0,6.42631016214881,3443.0306102402974,702.7670472274759,0.23795139671946272,0,Bachelor,Own,Business,0
25.21259163690234,17612.91678632654,1.0822875036704973,6391.900659105282,634.6147427062173,0.4177744818711592,1,High School,Rent,Business,0
32.27589983396313,21778.48717987111,0.7528829733194086,9607.331786552313,651.6362561623624,0.2049737093829441,1,PhD,Mortgage,Debt Consolidation,0
47.33724278336193,19967.33946864586,7.304564080661195,10118.244628819346,618.0987346016052,0.27003358237447983,1,High School,Mortgage,Business,0
26.949048189694913,45640.50702386048,5.493962445628055,9848.76197979398,723.864682996326,0.21623804083371906,3,PhD,Mortgage,Business,0
36.884757610181026,12557.199401087446,2.054076684732915,17458.95345129635,736.0335128574001,0.4404381878982841,1,High School,Mortgage,Debt Consolidation,0
28.43310654372587,16145.883076297217,0.037361558301203364,16192.310696477518,709.1297915313878,0.27937387382489615,5,Bachelor,Own,Home Improvement,0
32.39690958728563,10000.0,2.760902739034785,7710.431311602079,430.34587113712394,0.07349347645473148,3,High School,Rent,Debt Consolidation,0
19.89958788014748,46870.4797037728,0.8176135707209543,4114.161452253084,651.3140757256195,0.2536615386943391,2,Bachelor,Rent,Home Improvement,0
32.79461770843463,19474.37793864079,0.9829619897755814,11011.399676917068,631.3464299642346,0.221632077843696,4,High School,Other,Debt Consolidation,0
33.06294620195038,17690.721215265497,0.345714083450168,48877.38226488588,749.1303612574403,0.35221697821327896,4,Master,Rent,Home Improvement,0
40.402879440356955,21455.979688111835,1.4823991861027421,10477.592625951982,673.910654628952,0.271807987296938,3,Bachelor,Rent,Debt Consolidation,0
37.232809132553705,30276.221493550263,2.7294774930261174,6394.930448924049,705.6738542932394,0.18440361574169642,3,High School,Mortgage,Debt Consolidation,0
23.016078750479547,26204.376080051272,0.63768818935689,12439.957152739944,600.4702953829562,0.3843054758844777,2,Bachelor,Mortgage,Home Improvement,0
45.84198244043543,82780.02826737326,5.585024832264216,13050.595018633843,743.9398378938093,0.21221341250258846,5,Master,Own,Medical,0
37.10303040221996,27638.581173509654,0.4331723360532431,12935.367174298823,773.3814729838806,0.08159032637154208,5,Bachelor,Own,Home Improvement,0
36.98393517177487,17454.927839020387,0.1371195175756695,24301.76246291451,487.3008622499818,0.4188822650780982,8,High School,Own,Debt Consolidation,1
34.90817646614861,16635.955588181507,2.0676943739968854,11035.51917444452,520.3810979911947,0.21698175046597426,1,Master,Mortgage,Debt Consolidation,0
29.822425527777803,18099.1548680632,3.78517696042627,23396.220900585256,726.2453697119191,0.1267878763906348,2,High School,Own,Business,0
37.17802339748726,10395.013902209193,6.120876947951751,9741.859488479666,632.7607705271757,0.15302105902952762,4,Bachelor,Mortgage,Home Improvement,0
39.75588435928582,22469.904245791444,2.9149020912095938,27173.52992709502,752.871368663103,0.10543341261311669,2,Bachelor,Rent,Home Improvement,0
18.0,32589.12924831498,0.4454123227314627,21277.131928829753,674.1820794187648,0.23152173264838333,3,Bachelor,Own,Debt Consolidation,0
29.612391626539043,16208.939656861468,7.602859043658845,16940.111144319122,719.2867713856031,0.0716674377932189,3,High School,Own,Business,0
32.45053029596411,14710.399503465698,5.037403681163393,15234.96796373112,575.2762620264399,0.04971398031766117,2,Bachelor,Rent,Home Improvement,0
37.56170605694278,47003.27565952431,0.35626251139209403,51083.36278421092,683.9793842026877,0.5073854773421168,0,Master,Other,Debt Consolidation,0
46.93311005927126,10794.137284478908,1.6364497363468633,19173.685497136783,684.2631896541454,0.18235625444406142,4,High School,Own,Home Improvement,0
27.282591854032177,10000.0,1.6216888564818497,4107.403665422383,581.1106000340742,0.2327005329363009,2,Bachelor,Own,Business,0
30.02038153182158,12376.428661611584,1.1687103197774689,9864.72400797326,750.1693476775204,0.476343021960826,4,Master,Mortgage,Debt Consolidation,0
29.874658893534498,10196.335208613176,8.305812235358674,6556.594299189987,460.4678360183186,0.09659358973471724,2,Bachelor,Own,Medical,0
26.984724098954587,26718.541245434837,0.12294721821632701,42259.35605836498,670.7707036595259,0.2794682082754073,3,High School,Mortgage,Personal,0
31.528135048877374,18391.571164845252,1.9734741849917485,22051.811852406314,520.5922660496809,0.3706837209162905,1,Bachelor,Rent,Debt Consolidation,0
42.708022199879714,19735.147803687487,0.45959030519058525,41173.940360641216,547.7698358244938,0.389646846188338,6,Master,Rent,Debt Consolidation,0
24.461645046356544,39201.37448228266,1.4987207143564858,4411.651452703419,748.598688829624,0.2925873024125905,2,Bachelor,Rent,Business,0
39.27814395152903,15589.18322024506,3.025900232470983,19561.913046898466,540.007516344924,0.3131966234512221,5,Master,Own,Debt Consolidation,0
18.0,32452.88765085703,0.5666546115703228,2719.971859790241,535.7860995372882,0.03412129273180309,4,Bachelor,Mortgage,Personal,0
29.38662003557794,46894.76837015535,0.9996379940032514,2267.1847276326903,708.0322206710697,0.4466665110268128,3,High School,Mortgage,Debt Consolidation,0
31.70510699782014,17538.763211681653,6.022425938372954,5898.392257442508,538.921591597821,0.24749180463945206,3,High School,Rent,Personal,0
51.748596729140644,31841.04398129849,2.866610415279136,27170.85335724543,751.8209526890532,0.33171543962317285,1,Master,Rent,Debt Consolidation,0
32.25197695247312,19517.973612347472,1.7006463919286863,3662.5245897835885,714.4605182028646,0.10650136450267161,1,High School,Mortgage,Home Improvement,0
18.0,34963.119782590555,0.5020507944689357,7994.831285480612,572.2356137632701,0.21173873294560877,4,Bachelor,Rent,Medical,0
18.0,10039.227079932874,1.107833149864693,20974.743335304986,748.0375682193057,0.23145764626807178,0,High School,Rent,Debt Consolidation,0
35.34029586346681,10000.0,2.974983279508809,15948.66696610329,456.143084897823,0.1990623395228335,3,High School,Mortgage,Home Improvement,0
41.13770855789909,18112.654969714888,3.435640178653008,47712.52700131309,697.2491381465578,0.10060280923927523,1,Bachelor,Own,Debt Consolidation,0
38.75455857627253,14122.6842471598,0.5610321477009879,8124.972265928188,525.376847575431,0.20378892619458827,5,PhD,Own,Debt Consolidation,0
36.675701058009906,17011.50987282358,2.1697750733918317,5691.313615136025,597.6700587134492,0.1964108842221682,1,Master,Rent,Debt Consolidation,0
46.62259597505667,19736.731243541395,0.19964728300275605,3375.8929130236356,604.1290066698973,0.13696930909318772,1,High School,Own,Debt Consolidation,0
29.604087792628683,31571.394931254257,0.046971912060065124,6036.623116479687,778.1397318018119,0.23031583103128445,2,High School,Own,Debt Consolidation,0
43.94910556026825,17964.802586743186,1.5911303856294392,3351.357721298823,599.8720741482105,0.20352815092409282,7,Master,Mortgage,Debt Consolidation,0
18.679851149735825,14589.674692900682,0.5081847631665801,1925.3128944261414,642.138060226451,0.5773123580302042,3,Bachelor,Own,Business,0
25.950521670619338,18476.285272936642,0.16439946578592254,38976.495544174,606.1826526587198,0.40618618526380645,5,Bachelor,Own,Business,0
18.0,14994.32927236045,2.6173952878056106,8426.404431427918,551.7359853194159,0.200178352423945,7,Bachelor,Mortgage,Home Improvement,0
32.25154699330208,13807.914882854497,1.378209079568074,64419.61825453144,546.9698754660564,0.08194168841385918,2,Master,Mortgage,Home Improvement,0
34.53738782733657,10000.0,3.181988209540914,4140.489310022286,680.8728327530905,0.19230495655476704,2,Bachelor,Mortgage,Home Improvement,0
36.1410149222652,22805.090512420466,2.180956358911976,5749.988380672767,647.3611046275969,0.4135348732169551,2,Bachelor,Rent,Home Improvement,0
35.61883352887135,16574.93919716734,2.617222272127824,4357.7222956895675,726.2516580539526,0.24568935044861484,2,Bachelor,Mortgage,Business,0
25.724466691882718,35708.33341851071,0.7344914690712269,4853.207706053309,625.7936557305283,0.38057674490546584,1,Master,Mortgage,Business,0
33.097591555867844,10681.85678814245,0.6110834230038951,16299.390531129555,629.0341123402496,0.16167950530153113,1,High School,Rent,Personal,0
20.025533313942514,16797.04441903753,1.8369607151879657,12747.101265483929,726.5752940077783,0.14236850675058166,1,Master,Mortgage,Debt Consolidation,0
48.6322897513225,54527.12756663439,0.4464924641666099,16322.952747924373,612.7892408994903,0.17002055850220624,3,Bachelor,Mortgage,Debt Consolidation,0
31.96373927101999,13769.279155628083,3.379259181753357,23713.91471757901,506.0409601578947,0.34615740040013715,1,Bachelor,Own,Debt Consolidation,1
30.111138809563087,19569.614740196957,1.4801428829120324,19651.010390394717,734.7546988890186,0.12727780053078458,2,PhD,Rent,Home Improvement,0
50.88940328444083,11992.995003184684,0.5149264126997061,3616.3055031953063,582.2858978802474,0.4473977108478795,3,Bachelor,Mortgage,Home Improvement,0
22.57753466450771,11223.737606455796,1.962555946436008,5329.139977445019,656.6886560026784,0.5633992944983378,6,High School,Own,Personal,0
23.74412885968031,47746.234852520545,5.802144067415878,8930.13014843622,587.348624400209,0.23188502677380268,3,Master,Rent,Debt Consolidation,0
24.03779675131435,23993.056292398287,0.171322163386549,159894.0481512354,552.7498281651106,0.41656082689028295,2,PhD,Mortgage,Business,0
34.32128618300518,23549.018448784384,0.23159672929427638,15031.753065528812,460.12782736585046,0.3270852302421457,1,Bachelor,Rent,Home Improvement,0
39.31631629637597,10000.0,3.713737386221676,8825.06323068024,683.9165655131513,0.17847249645798433,3,High School,Mortgage,Home Improvement,0
42.39675468117834,26353.877426485782,0.23215497463782306,13885.768940040261,310.60854868333615,0.3164537066322822,3,Bachelor,Rent,Personal,0
60.71995317494969,39289.43660290019,0.08034309836345145,5001.578074254847,779.8344776162269,0.5331957150109731,1,PhD,Mortgage,Home Improvement,1
18.0,39133.67116136245,0.8552085038709557,9996.001168002686,753.2016093540876,0.37718851203723075,5,High School,Rent,Personal,0
41.08735589124417,30766.03543283448,1.257364392708287,17391.376307750426,559.0497797979504,0.4553101648154892,6,Bachelor,Rent,Personal,0
29.42869427427769,12522.185763958658,1.6853577930443775,7917.283648987859,808.8252910067787,0.2821914882596497,4,High School,Mortgage,Debt Consolidation,0
29.135848511112265,25759.575694517076,1.4157105629046451,4423.813548078961,850.0,0.12224326146547232,5,Master,Rent,Business,0
28.802278717461224,30754.526948553,4.8879416471365715,7613.6712415355,622.6683528793822,0.18808527379613385,3,Master,Mortgage,Debt Consolidation,0
25.912303291920267,10000.0,2.9278036096420452,6275.0624310578205,691.0970440519068,0.33065583188055975,1,High School,Rent,Home Improvement,0
51.845248346034516,12573.669752201607,8.2467546302112,2736.1252720528228,663.6269634529885,0.6050795275079388,4,Master,Own,Personal,0
43.422973270139025,34340.43015996572,1.2942662017293476,5129.473348819168,801.361598134661,0.40747817488931026,6,Bachelor,Mortgage,Debt Consolidation,0
35.23195978557375,34133.10072967678,0.17619763026702526,2659.1180082212545,510.7367655447371,0.2724495707586055,1,High School,Mortgage,Medical,1
48.51015752487,10154.868079027176,6.225909864930867,3012.616013019168,627.2630427299642,0.2151621327608026,2,Bachelor,Own,Personal,0
19.874710347011245,32777.93090440327,0.008243287811284241,3252.71206770209,741.9397858060685,0.32631704717361554,1,Bachelor,Own,Medical,0
21.692948686690738,23101.47389786505,2.9930759044532156,17374.53727772784,731.3533875195401,0.21918939943373675,0,Bachelor,Rent,Debt Consolidation,0
18.0,32549.083068571515,0.06356352576717186,26670.998370438934,645.7191821778508,0.24238936742547854,3,Bachelor,Rent,Debt Consolidation,0
28.005854598767126,16038.371330766382,2.8643766481375454,2371.1640132053353,789.2311072969409,0.022065310682089428,3,Master,Own,Debt Consolidation,0
36.61698526704753,30411.97572795298,5.559273074829034,28685.496713290697,673.3478328310802,0.30124344275536313,3,Master,Rent,Medical,0
36.02858577932334,33587.67244938435,0.9861688582546163,3290.269191811558,661.3700183382527,0.20803420239314951,2,Bachelor,Mortgage,Debt Consolidation,0
36.49341911059881,18477.93381268853,0.5514143866606315,14727.975732178504,719.7043023855679,0.4621840032650297,2,Master,Rent,Debt Consolidation,0
20.889431689339183,22222.84900645447,0.5130882652132742,9965.125798616713,643.9104678074139,0.27448360208738354,5,Bachelor,Mortgage,Debt Consolidation,0
43.03154742614022,15926.492318974038,1.3534363344232783,13476.21064828832,655.0261566515888,0.15955049653609601,4,High School,Rent,Business,0
37.39627518238998,50302.973736132146,0.37479773491362806,3188.8178837739124,571.2708004201077,0.19719523453099158,4,Master,Mortgage,Debt Consolidation,0
42.330542814659985,20740.923957581985,2.2351231799384355,1900.959758867684,850.0,0.6517811982835597,3,High School,Rent,Home Improvement,0
18.0,13890.88067701723,0.9188471359662042,4262.764923895465,602.6587123835412,0.4069189334175434,2,Bachelor,Mortgage,Home Improvement,0
38.1149085879779,15399.449531616336,0.7804915018248453,11401.439746587406,722.9244450468336,0.24283199883593876,7,Bachelor,Mortgage,Business,0
23.12234760082473,23467.817666676194,1.2371393491186866,38774.70346327053,840.8723849425803,0.36420206891280704,2,Bachelor,Mortgage,Home Improvement,0
31.02676747448638,32101.742331632675,1.5643393494457862,3555.3938433415483,515.7180136154452,0.2968734593324767,6,Bachelor,Mortgage,Medical,0
40.34364898636383,11294.674127264148,0.3061398067570296,7487.049028410665,711.117456224274,0.40663957472035867,4,PhD,Own,Personal,0
35.91093606255913,55482.89208369268,2.460382813905925,4450.343847126164,652.3162701469607,0.1901519080998086,6,Bachelor,Rent,Debt Consolidation,0
26.484600202206813,25702.348474209222,4.290258617612907,7992.181687801864,829.4731608881573,0.4763655787290943,4,High School,Own,Debt Consolidation,0
35.06273156184418,27812.14254425767,0.6514240372969874,1729.1266115129008,559.0788886073531,0.5895474717865803,5,High School,Mortgage,Debt Consolidation,0
19.68464684756357,20981.685729695135,0.3978555238682222,26861.106607378846,574.7745258939095,0.25985304936595877,2,Bachelor,Own,Debt Consolidation,1
46.50267395898296,22239.593797027203,2.858449016792416,8260.404717816524,645.0091832459883,0.13181913859721403,3,Bachelor,Own,Debt Consolidation,0
32.94715980503749,20452.4596605196,0.4055589372626313,16877.430435693273,600.6485610090413,0.4960273500778588,4,High School,Rent,Debt Consolidation,0
46.18549944255326,36640.07935242993,0.08426061740310327,6729.380590327861,604.0722380092152,0.22844052316604085,2,PhD,Rent,Business,0
29.73468312903957,21939.319265984217,1.9311889628215424,9438.029150395487,850.0,0.2872305158557484,4,High School,Mortgage,Debt Consolidation,0
29.76424011593417,32322.701955413548,0.5482196307465165,19992.21034898596,662.7042701822846,0.25966565944364445,0,High School,Own,Home Improvement,0
27.358132133621535,17731.11417500591,0.37702635216725355,9003.543116656654,571.5314566502204,0.2888706843764933,4,PhD,Mortgage,Personal,1
43.76173931693076,24290.005882065667,7.991107263385784,9266.53738164605,610.9983249302709,0.43609377376404995,3,High School,Own,Personal,0
27.90568842671524,14735.868399047957,0.6902410041136126,4293.4555014823445,690.4891559350183,0.6479898940947666,1,Bachelor,Mortgage,Debt Consolidation,0
41.445954324151764,40467.890694015216,4.675249554170165,5284.118812152379,683.7367584731128,0.3447210130838183,8,High School,Rent,Business,0
31.175476023307098,14517.736381582758,0.3925621157954389,3603.8121319772067,592.2736249583952,0.22288133226520465,2,Bachelor,Own,Debt Consolidation,0
18.0,18723.04276838333,3.418263827000647,4489.900989766725,487.196830863968,0.6011980502805048,5,High School,Rent,Home Improvement,0
29.29685932213534,18817.071471391686,1.3943862007266692,22048.134814185814,644.9459740549794,0.1805212921802177,7,High School,Own,Debt Consolidation,0
23.208917856371517,18453.77630242208,0.16371069878404737,34437.02070601369,642.240507462703,0.1981212488849442,2,High School,Mortgage,Home Improvement,0
35.33902723682338,31610.603109121643,2.645552423095531,2987.463839688298,585.3869778900411,0.582987204646182,5,Master,Mortgage,Business,0
23.095922643255097,18801.10864638385,4.452607301295001,11115.962618811523,777.9779766065822,0.0878602050228972,3,PhD,Mortgage,Debt Consolidation,0
44.259751007146164,44221.31825583847,0.35590301557067117,6284.5334617506705,707.4577900850212,0.3115931260996675,4,Master,Mortgage,Personal,0
34.08924139646973,14629.019280403176,2.586265647526575,24774.615846149634,663.4818364901707,0.12161522330111625,3,High School,Mortgage,Business,0
33.22404005241261,23973.12607263116,1.1777635973477771,9026.212963358874,613.9288707469927,0.14154739305474584,6,High School,Rent,Business,0
41.558921377875826,14944.625342896752,2.803794537768108,8054.767540856965,823.302862347871,0.5442144428677117,2,High School,Rent,Debt Consolidation,0
44.639069340758624,27186.78779020951,2.503023140938329,4465.7147115293465,534.552715914582,0.27928770549276155,3,Bachelor,Mortgage,Home Improvement,0
34.79901248230348,21851.506303253795,0.05392083668731002,2379.334174056812,600.34039360616,0.6494572600529399,1,Bachelor,Mortgage,Home Improvement,0
27.287997004507094,20383.25435221875,0.3937848831529915,14894.55198081063,604.7631915361534,0.33540670819430124,3,High School,Mortgage,Business,0
18.0,39904.22485057533,1.2736366947534952,10747.010048019834,679.896061338696,0.22667275146289442,2,High School,Own,Debt Consolidation,0
28.1395024296482,15880.211676591382,5.423940907886183,10959.427375940513,716.0884830374468,0.043270110774007775,7,Master,Own,Debt Consolidation,0
28.827877533520386,29532.823323175995,0.8373239805882011,5016.753638181001,516.3425381030081,0.2973818446906357,3,Bachelor,Rent,Business,0
36.070574529922965,14995.719064670353,1.9824244481229176,7211.160999452229,581.5389975345707,0.12466623598724555,2,High School,Mortgage,Personal,0
31.548531188619727,23303.12148933852,0.02431469498650596,15257.962682650128,694.7644393076714,0.3811103571442481,2,Bachelor,Rent,Debt Consolidation,0
41.87932972051428,12115.153893432573,2.483535724476336,17777.52154682692,583.4853393703847,0.2276593463222392,4,Bachelor,Rent,Business,0
28.870167287293107,15815.431614744912,1.847981919120107,3156.5113932731456,609.8223913337009,0.20295063676756367,4,Bachelor,Own,Debt Consolidation,0
34.42958833147058,21140.131444475253,2.5133042693249483,4882.055131008941,667.264470216994,0.3430639779672699,5,Bachelor,Own,Debt Consolidation,0
46.839874431968894,54574.63992862111,4.700624518216155,2665.3569360042657,552.0074519310062,0.20679965114821164,2,High School,Rent,Debt Consolidation,0
38.418252139549665,23165.09584258601,0.3168169734799978,9518.68064122612,677.7611322712701,0.13963776694047964,2,Bachelor,Rent,Business,0
34.39962458311435,50379.22455835561,0.6065110119590426,16439.96680886395,711.2559836735828,0.2774405529067211,2,High School,Other,Home Improvement,0
28.98055558064823,24591.635550910232,10.936263175074052,6483.576631348153,653.8386778715831,0.0839210275491658,0,Bachelor,Mortgage,Home Improvement,0
28.667686032850227,18150.58150027707,0.33987856945571093,4768.154897933669,792.538381510038,0.23597209847878525,5,Bachelor,Own,Debt Consolidation,0
26.493867470480524,47556.714216680004,2.5504149916723264,6196.615388894465,722.5422512063069,0.18068247345862856,5,High School,Mortgage,Debt Consolidation,0
29.589931342171006,27405.768818499684,2.5825205152851787,51279.72105738546,645.9078267804971,0.3789630778483781,7,Bachelor,Mortgage,Home Improvement,0
42.55665838744314,15972.746466874854,2.2976675546718934,21026.576831055507,617.8575217668531,0.08735612821104749,2,Bachelor,Own,Business,0
32.781117287077315,27869.431714871094,0.5160927322625712,14542.021012823121,825.4719239605698,0.2665294678030524,2,High School,Rent,Home Improvement,0
21.50226930618769,19028.680596047794,0.4844847138973175,10467.74932388045,583.8542896242375,0.3620332036347212,2,Master,Mortgage,Home Improvement,0
52.68169293059783,10000.0,2.195271939054297,8020.907333423682,622.782744428409,0.1993140430732834,1,Master,Rent,Business,0
38.19965191145163,35171.331356173876,0.41220462427475163,3923.3229645164274,609.018330462387,0.2403098726253628,3,High School,Rent,Medical,0
20.930565994868306,38080.85829158088,2.166836598759232,3465.6228860208316,689.7803389765843,0.45138542158260886,6,High School,Rent,Medical,0
30.581510727591763,55213.955370512565,1.3566285954955402,5144.438250801104,850.0,0.2513202750419119,2,Bachelor,Mortgage,Home Improvement,0
36.10886382828418,27202.70908663026,0.977570180227336,3778.0984109918577,674.6672709908853,0.6112542309591318,2,Master,Mortgage,Business,0
52.04592093297377,19450.69902440218,0.714013853443397,4982.811806121718,617.7925940675407,0.5750048735238231,5,PhD,Mortgage,Debt Consolidation,0
23.918875417411307,33439.55346162891,5.896817161518148,7468.754264585897,668.8671572673447,0.2673229698556719,4,High School,Own,Debt Consolidation,0
44.760407193559466,33688.44511634292,1.4189338837533256,7940.716021056191,518.7141391547955,0.10425904024718241,3,High School,Own,Debt Consolidation,0
48.99486426972343,49968.125522039736,1.6476599543430455,4932.962403079955,631.2215592380928,0.4398105930235833,2,Master,Mortgage,Home Improvement,0
28.713456949254297,21540.41438525874,5.9619271271087495,12042.142405774166,820.4084289125049,0.5659478187377944,4,Bachelor,Rent,Debt Consolidation,0
32.22486381139767,20276.351064216644,2.1219239895931956,6965.989212149698,716.1989997963944,0.296276034218292,1,Bachelor,Mortgage,Home Improvement,0
24.6369075262623,15401.617111371104,6.333180114739427,9621.5331777018,773.0967320737657,0.4247023492737556,3,Master,Own,Debt Consolidation,0
32.96538858919695,28817.29605603029,0.22491962454389855,4466.353987638748,751.3346405091993,0.2470152992598628,2,PhD,Mortgage,Personal,0
34.63410025657069,10156.499921701228,3.7499295583617696,14105.189292794941,579.120037412968,0.3786492481645067,3,Bachelor,Rent,Home Improvement,0
41.59649998082371,32469.085051618764,0.8171838671406698,5282.332918797137,841.1988238197481,0.16955113861160298,2,High School,Rent,Business,0
45.90183471020447,29552.320891953164,3.326600851726069,29344.0004206384,472.39514548732916,0.10296603677256976,2,Master,Mortgage,Debt Consolidation,0
27.51903935378353,29511.494226281324,3.8708434297042214,6768.311439670202,683.2497388561692,0.7065504218843489,4,Bachelor,Mortgage,Debt Consolidation,0
18.0,23602.61094721662,0.6335020499834525,7511.9679231996,444.0349939231725,0.6177996502597951,1,High School,Rent,Debt Consolidation,0
34.78755220723758,47405.290897573665,1.051305395517251,13028.190505637369,478.66923874500594,0.2821505986293367,4,Master,Own,Personal,0
37.935375299686406,34064.011771845006,2.58935912395393,15513.721273529996,743.5565150841206,0.29892618618362576,5,Master,Other,Business,0
37.49417687685042,16259.967824912088,0.2086235335677195,16910.245235002243,580.8667227463918,0.1700310708501572,4,High School,Rent,Home Improvement,0
31.73326752490956,16406.132472233443,2.8173542684718234,33539.20816462682,774.4885577735515,0.333650649215965,1,High School,Rent,Medical,0
36.247520996639345,14188.160004641624,0.234130670153313,13759.82534867428,432.563255455289,0.023037717289669492,0,High School,Mortgage,Debt Consolidation,0
50.154448083522475,29017.131223143857,4.917442571551146,7680.276352741614,641.149179947966,0.43121650363175107,2,Bachelor,Other,Debt Consolidation,0
38.817341689625096,13358.798886981664,0.6468652671815773,5304.353978562736,528.4057541642146,0.14284320578293433,2,Bachelor,Rent,Home Improvement,0
31.266315749969156,37861.72823593793,1.7141546665763163,7280.3729803307815,617.1478682499787,0.2243930583219332,3,Master,Mortgage,Business,0
29.99802182904004,42680.04049297144,0.2492078655219032,26561.37023261667,804.8348615317542,0.1335139134979828,2,Bachelor,Mortgage,Home Improvement,0
33.301476423222695,14192.825444567168,0.6280333541578554,2671.5843303922884,829.1802213528908,0.1646754847176421,5,Master,Mortgage,Personal,0
51.36739961830639,20074.903517545707,1.0348783687415068,4208.213571582663,701.2928915249753,0.15366645221572173,2,High School,Own,Debt Consolidation,0
33.166992904738024,22210.27926569234,1.3351494290712893,6800.902515147751,490.5380386552134,0.3192640894768348,3,Master,Mortgage,Medical,0
34.80205655479292,34268.833652947185,0.00013499984928617842,4163.65104905213,529.3315114225741,0.2789552563753657,2,High School,Own,Business,0
30.17686429063697,49250.34678055256,4.390257273558429,5842.899323475635,666.0054962133278,0.4180400695516221,2,Master,Own,Home Improvement,0
45.98983357441965,10000.0,0.015408824943015528,34371.65876486791,569.4091095470203,0.5115344600638203,3,Bachelor,Mortgage,Business,1
54.59837254744675,18786.79749544276,2.9716510277707266,6383.8431417253005,715.7972538262152,0.37146581859609695,4,Bachelor,Rent,Debt Consolidation,0
39.50613049431388,19283.240932952947,1.2719423137630586,11263.45679242179,817.5925126683353,0.1260595633947823,4,PhD,Other,Home Improvement,0
35.827729037854255,10934.356378782591,1.4841708159661808,2150.4717593455057,551.733010597603,0.11336800457243888,4,Master,Rent,Home Improvement,0
35.367828331742345,17282.418470491946,0.4670582890803202,3354.4737596682317,560.493844024143,0.12132297132907269,5,High School,Mortgage,Debt Consolidation,0
18.0,27279.32783502553,1.8697667697322389,17088.258815743055,531.9564820344723,0.36176203578301697,2,Master,Rent,Business,0
42.451508642848175,19161.54238565879,1.5410584682307655,30773.91673239551,624.5741074215749,0.6189026213332516,6,Bachelor,Rent,Home Improvement,0
36.341664159958434,10175.004124798274,0.35881897785345807,9673.335655521276,655.2227479864887,0.3492954457609875,3,Bachelor,Rent,Personal,0
39.28342050660725,92692.36159842489,0.5439298104817746,6343.50664106193,652.1581482981892,0.255944412787891,7,High School,Mortgage,Personal,0
27.885378059162953,25161.968137153475,0.13849358389931277,12051.317929863479,739.768528729724,0.31859349217458544,6,High School,Mortgage,Debt Consolidation,0
31.155431210229082,23291.576837031636,0.1371649944528028,1014.399800510183,689.2971613096819,0.1575950225134986,4,PhD,Mortgage,Business,0
30.88975063496827,12721.348157039109,0.027743105232496755,9733.190986575617,644.1285848307886,0.22840568315243773,4,PhD,Mortgage,Medical,0
45.21622984073039,25093.222807342372,0.4981393077316581,3509.0882325659895,654.09154084846,0.3833386457253533,4,High School,Mortgage,Debt Consolidation,0
31.212401633969066,20290.196309933748,2.2767523575882205,15294.894911386762,658.5512116477113,0.2752464302545183,5,PhD,Own,Debt Consolidation,0
55.826603221097976,10000.0,0.7602246117887516,1402.7093191904937,644.2195977208954,0.16881434746721943,4,Bachelor,Mortgage,Debt Consolidation,0
39.308624190150375,12898.57707487819,0.8393337648047274,4901.513035903583,582.2885334667668,0.20779638763156416,1,Bachelor,Mortgage,Business,0
22.243173400042686,32776.36675271796,0.28290915263171035,7841.765893612573,529.6929361135774,0.499888981820272,5,Master,Own,Business,0
33.71453706748043,58221.43267795665,1.713548354092965,4405.315036006946,664.2277148559623,0.11621207364655249,1,Master,Other,Business,0
28.483248778435843,26465.114282188748,0.8375373434215735,6000.58641849112,600.0699777897422,0.3348451488355636,2,High School,Rent,Personal,0
18.0,38236.33953577399,2.2559800598031026,16706.40537977308,702.5103919440214,0.12979262824138638,5,Master,Rent,Debt Consolidation,0
50.9947094011379,20376.190089591182,2.7054056073573283,7945.8351381948405,657.1982680397856,0.1351129791622187,1,Master,Own,Home Improvement,0
42.03142542220004,21093.64142241108,1.7574739456361816,3848.8718409976227,651.4914449555409,0.16575716924471237,5,High School,Rent,Business,0
40.33207317899313,38005.627270465004,0.6461198730591199,17194.07372926536,748.4473707065756,0.25640558897188087,2,Bachelor,Own,Debt Consolidation,0
36.654036602997046,50583.90110085412,1.4210253813763976,9904.89833683271,509.538832884465,0.11780131358891227,3,Master,Mortgage,Home Improvement,0
21.179824313075624,42215.73706468151,0.5805195963539169,10239.31481408771,826.9249147721168,0.18134038788453147,6,Bachelor,Mortgage,Medical,0
30.163828604445634,12923.704500812282,4.664292198766751,3967.8956882569146,431.5020468811477,0.3945566110569121,4,Bachelor,Rent,Debt Consolidation,0
43.41780774784013,21301.239763064244,2.908168057059313,1055.652841746344,795.079569529259,0.3865921979774848,4,High School,Mortgage,Debt Consolidation,0
24.487799702174975,25305.128007942927,1.3585118487699388,3924.895530051531,670.0836997376283,0.19256636574413927,4,PhD,Own,Home Improvement,0
18.0,19344.45353297292,6.731108998299339,3618.103011774489,597.5956427683808,0.2130956573806007,4,Master,Other,Business,0
32.72893992219074,26740.345511159012,1.5826468929488047,4960.999116715724,502.8363631241545,0.4468887131881592,4,High School,Mortgage,Medical,0
33.58242445972461,33199.44393552925,0.7965881936300875,4131.994367949937,590.0510370968574,0.44127135783457844,4,Master,Other,Debt Consolidation,0
36.35563416414709,36366.557305882736,0.2006736462152962,8867.594178580135,633.6322942149442,0.34134327854851937,2,Bachelor,Rent,Business,0
42.28518643514536,51171.34959132297,1.5694096570331177,16394.51287174727,669.4918053555164,0.35423529685166233,8,PhD,Own,Home Improvement,0
41.37605812231209,18681.321392501064,3.9381861797398834,19166.68973884251,794.5597388614405,0.1181915166190721,3,Master,Own,Debt Consolidation,0
37.587698052439215,11136.501521121323,4.030587115930886,15831.699185493233,657.3414199214996,0.2741084569883022,5,Master,Rent,Debt Consolidation,0
46.955313880867095,26347.200277791475,1.8555481611457632,3951.695551555767,681.9654024844756,0.20984462689738664,5,High School,Mortgage,Home Improvement,0
19.810302191866853,56494.89254373402,0.9998978575554376,8494.045220330236,685.011379231535,0.2937702664521868,1,High School,Mortgage,Home Improvement,0
40.045818144773904,17352.850572788455,2.10133815521405,28342.92385517506,617.2462332657482,0.28762466315147045,1,Master,Own,Home Improvement,0
41.265383633369424,31052.15498111404,2.872149008609696,2280.6426211596818,630.7793074124355,0.05662689897762477,6,Bachelor,Rent,Home Improvement,0
22.604377139197602,31190.626508421396,1.060780825635885,23827.22314341259,639.3047549591445,0.03544894470685688,1,PhD,Mortgage,Business,0
19.971293913176105,24239.06880166147,1.2934975361847327,3652.318063510989,712.6454609201087,0.43934697669194595,2,Bachelor,Rent,Medical,0
27.540578735243987,22102.861538895915,2.2827242015825018,10249.78726858987,558.7071249632316,0.42307030505172755,2,Bachelor,Own,Debt Consolidation,0
28.38458557484708,13881.12658924779,4.185501127875355,11273.702651423866,599.3422887741485,0.3200009267315822,1,High School,Own,Debt Consolidation,0
42.534194635024306,10000.0,3.1309413688667376,9432.631842908313,685.6339227044787,0.4117170192518454,2,PhD,Rent,Debt Consolidation,0
28.85461216308905,12633.087544946133,0.04529172433428945,48183.80825882724,542.3516494093763,0.4939138169340895,5,High School,Own,Debt Consolidation,0
26.436514817187962,18121.383439560163,0.26562865677500264,6369.870888140028,661.3650187313857,0.48813868855424436,3,Bachelor,Other,Debt Consolidation,0
28.88366263305441,38128.272401620336,3.831629703833272,2182.900334160038,595.4322436430896,0.27030819555056834,1,Bachelor,Rent,Personal,0
46.18632334154212,20919.478066013846,3.589401517705523,10776.872200891159,700.5286229932021,0.46761654056220936,1,PhD,Other,Debt Consolidation,0
35.13043374376952,16991.81676774339,0.9846842785500631,7072.4908697246065,787.382298279013,0.25254341170286027,4,PhD,Own,Debt Consolidation,0
33.20748974643088,14108.140906714536,1.7554766491560718,12630.135788774975,595.5372807930511,0.4075479760613644,6,Bachelor,Own,Business,0
33.899945012989484,30589.219264751853,4.725625463845964,16410.49246188689,725.7700841300203,0.20364646154268196,2,High School,Rent,Medical,0
47.92060334326523,43441.851826179256,4.85083201823662,7887.608499515907,670.0603185331116,0.21677731688511553,1,PhD,Own,Personal,0
27.508282733967583,37485.81452028566,3.0565717552988567,11487.885732026662,611.6179448717579,0.47592691772538287,2,Bachelor,Other,Debt Consolidation,0
48.15508290940104,29824.182893076948,0.4704042753122465,9094.18380437152,650.6631729845079,0.16334602767980239,2,Bachelor,Own,Debt Consolidation,0
37.10496298921504,10532.211760546465,2.6207626071420487,33979.4073951176,779.7956840235045,0.18865841733242283,2,Bachelor,Own,Debt Consolidation,0
33.395806180246524,18474.799228863547,0.21316348287236764,6024.264027020127,632.8180163907466,0.10306540568269454,3,Bachelor,Mortgage,Debt Consolidation,0
60.00900497934282,58317.18599738869,4.487471564306015,4676.68049635608,780.9107520853025,0.25117353844618334,6,High School,Rent,Home Improvement,0
24.443605102014036,38598.75287362817,0.3230360460347496,16392.590656532866,638.0033500891452,0.27904249855462654,1,Master,Mortgage,Medical,0
31.46314240432994,10211.281228363694,2.171482790919992,3853.18804293153,508.75728655500563,0.05183445589724068,0,High School,Own,Personal,1
22.675687608359997,21422.664693751594,1.8844650292488856,11089.192279524692,635.3259622296765,0.38170766699061065,1,Bachelor,Mortgage,Personal,1
44.524619705361694,26411.35251818066,3.000267270191276,7075.04212858959,500.96943148554504,0.39735456278487075,3,High School,Mortgage,Business,0
51.89188933651679,15046.802189345624,1.6040388317806882,7472.190332628609,618.2287905494978,0.10426552090497512,2,High School,Mortgage,Home Improvement,0
51.69922781404639,10000.0,0.12282883992322272,56945.144099486875,614.3881598996866,0.3306748157339962,2,Bachelor,Other,Debt Consolidation,0
47.23948753146004,23142.175765822154,2.4473054058074,21747.832925371888,831.6855657907862,0.3497528345430434,6,High School,Mortgage,Home Improvement,0
33.02379532204034,14855.432038601115,0.9662735740012701,18347.775622551253,810.9367640917377,0.33740237231490083,1,Bachelor,Mortgage,Home Improvement,0
31.347590225101534,14884.551328323,0.7721633762139065,12387.665172846744,658.539778307506,0.38271975005465664,6,High School,Mortgage,Business,0
18.28830227505935,18447.051382585945,9.57663605621987,4660.083767646153,771.1356431470688,0.1157728208677836,2,Bachelor,Mortgage,Debt Consolidation,0
55.35873535181793,20602.383308492692,1.7851472677392377,9988.456441958406,610.2257509974339,0.21011684029360492,3,Master,Mortgage,Personal,0
39.68978078148468,21926.66166469505,2.4807139964140603,12921.64951546542,507.27560480757404,0.5762873855261698,5,High School,Other,Home Improvement,0
30.080430951305168,14157.574363186623,1.494472493421486,9501.342126763757,702.7826552747574,0.3652537885709529,3,High School,Rent,Home Improvement,0
48.28056888986968,19729.992821562428,2.939114092971284,8741.178172194675,686.1382727801488,0.8924356937658254,0,Bachelor,Mortgage,Personal,0
25.27235483239999,10000.0,2.789239728281866,5896.065605742493,556.2470442001854,0.2791400618652088,3,High School,Rent,Debt Consolidation,0
39.06622034222674,25732.743669486837,2.1409018316274238,10084.621510564975,560.6697390352908,0.1619757325687079,4,Master,Mortgage,Debt Consolidation,0
33.27370865709165,10000.0,12.187492010333491,5321.672533043241,743.9566763892309,0.16717971328454678,1,Bachelor,Mortgage,Debt Consolidation,0
41.386771398803006,19058.242416920584,1.2316077364165672,14224.748001510328,481.6469997026725,0.2583802884588399,2,Master,Mortgage,Home Improvement,0
34.36426460813878,34877.35615489133,2.4496599433355946,1615.472946755505,705.8181075720591,0.07032576656966678,3,Master,Mortgage,Business,0
20.49072108888776,12969.161893385617,3.1967779824346194,24028.47473044862,618.5524202852826,0.39332292599719704,1,High School,Own,Home Improvement,0
35.75576372670038,31514.880239492682,0.9433210730200644,2837.4677001155746,705.9563606730097,0.14691612799370143,3,PhD,Mortgage,Business,0
45.48864141875362,39256.26608948177,1.2219366907239482,3450.2293316022055,748.8305727290704,0.1895570857675801,3,PhD,Mortgage,Business,0
34.70783594146015,10000.0,6.958356747653005,11238.305417311709,562.5676185324345,0.30671263849746844,5,High School,Mortgage,Debt Consolidation,0
42.75115121589086,20420.98950557051,0.06564774886713748,12480.883894356055,535.9827518200397,0.28865706711337213,3,High School,Rent,Home Improvement,0
24.54470514325947,10000.0,0.8168258592184486,42728.540901614586,796.6286421296742,0.26241240842954583,3,High School,Rent,Medical,0
34.73739206730148,20762.33438428096,1.3318928459976125,10270.465452335824,644.2813605976513,0.039011733773699896,4,PhD,Own,Business,0
28.754895449114226,21947.629001396803,0.0029321344414957114,7845.035475473023,682.7747836053215,0.4556496837460557,4,Bachelor,Mortgage,Home Improvement,0
42.469808401047096,10000.0,4.587787960863191,9443.099129085054,741.0770703451842,0.23765919196783664,3,Bachelor,Other,Home Improvement,0
35.31491562261996,57665.778389330015,0.6744293449110507,28922.936476419265,553.8711973718623,0.23528205422098947,2,Master,Rent,Debt Consolidation,0
41.900736763366126,25412.790870108205,0.5960166290495416,56360.283295316534,740.1961873692346,0.11166347612040702,5,Master,Rent,Personal,0
45.87710426157866,14407.270931909403,3.4332245370320043,6989.468260484371,714.0153206045043,0.39803121445289696,2,High School,Own,Medical,0
41.91618575121388,45829.79542661487,0.6514138222763135,12509.178488728765,797.0022865149112,0.3417471383851992,2,PhD,Mortgage,Debt Consolidation,0
37.731184342936444,10000.0,2.143683247510324,7634.926969671984,795.2582979314107,0.3574534755425522,3,Master,Own,Debt Consolidation,0
25.017877414885948,11913.345046475202,3.4463685816273646,7514.478663530009,656.3436533482068,0.4848467049071277,1,Bachelor,Mortgage,Debt Consolidation,0
34.972138893330985,10000.0,3.1450247364725157,36433.37390534443,725.3056176623194,0.3528142261201787,1,High School,Rent,Debt Consolidation,0
29.669095979841668,54204.6836699896,3.046068533222319,3863.831632097047,654.4551204637733,0.10234550240552837,1,Master,Mortgage,Business,0
31.559360432957735,26008.356929797985,0.18562924629902927,1252.0970102622719,664.5244155598889,0.07149329448828523,6,High School,Mortgage,Debt Consolidation,1
31.25465849249749,30628.949258857065,0.16643056635338258,10445.80234517546,537.1140822737792,0.36965506241614876,1,Bachelor,Rent,Home Improvement,0
25.200744252177557,25603.916753782138,0.7327869921515002,21179.84335021257,627.5504833727302,0.46268041371816815,1,High School,Own,Debt Consolidation,0
18.0,29345.188617937085,0.07321984136739959,9661.626627789461,470.5234798782477,0.13254446197567799,3,Bachelor,Own,Personal,0
28.31856951672233,22903.358929906448,1.3880140463143833,12109.709417003742,636.2519537099167,0.3191058339420567,2,Bachelor,Mortgage,Debt Consolidation,0
36.93379451924159,25221.716577889983,1.0043333295487136,14793.07884703738,782.0042761351565,0.4344892325043293,3,Master,Rent,Debt Consolidation,0
21.5182295457251,23243.986167882773,1.6284880079463917,8854.923037197155,727.7929251736377,0.15044937239355172,2,Bachelor,Mortgage,Debt Consolidation,0
35.15682236471624,16247.658697367831,0.7098915615203119,12645.365947227509,661.2248137840002,0.3697925565207834,1,Bachelor,Rent,Debt Consolidation,0
54.00268424310965,21518.915486404923,1.3301070692248578,12477.590057669016,629.7955143061107,0.26908748626805545,2,High School,Rent,Business,0
45.23056555252239,25255.45084943219,0.8151690024490366,1691.0692872863774,595.9680044991409,0.09724359907536617,4,Master,Mortgage,Home Improvement,0
51.43541509120529,23278.246102698467,0.43434306927330546,8875.886662470251,558.1489884523584,0.41610216182177684,4,PhD,Own,Debt Consolidation,0
38.91127876932726,10520.846471481878,2.0960285543529507,2302.552878677708,731.8668918129644,0.0783822727478142,4,Master,Own,Medical,0
46.67509822986446,11243.063792356254,2.238258058940324,7859.378381039856,496.4966082711733,0.13905457316727768,3,High School,Mortgage,Home Improvement,0
27.760352695322126,37851.30426127602,3.5348951391720074,5452.20417092967,494.1990925887749,0.4012072781959712,3,Master,Own,Debt Consolidation,0
28.556597329780157,18892.172787821117,4.154915551749585,18531.161574907128,740.4357812940012,0.13338262925519925,1,Master,Mortgage,Home Improvement,0
18.0,29506.406065559913,2.4379150624332824,9852.989664656963,670.7853101714193,0.40183882776771057,3,High School,Own,Home Improvement,0
46.861454740422985,12758.334778610524,2.3262893745129243,11831.896736433351,654.4825298803221,0.3249622205611607,2,High School,Rent,Debt Consolidation,0
50.40323979819886,10545.210572717335,0.11669023256880945,6952.380692800941,670.7060584029734,0.48034480325567686,5,Master,Own,Home Improvement,0
29.468227546527302,14446.416847125998,0.23257160741636182,18802.497957757765,850.0,0.4365285963206792,2,High School,Own,Debt Consolidation,0
32.460482936027645,19706.76909549223,3.3486218898646998,2257.7854615180167,655.6038821675542,0.3825282665452822,3,High School,Mortgage,Debt Consolidation,0
27.461378863090385,15794.702063645773,0.5304098709327232,3958.4113056212254,679.3290538798252,0.308765204583319,2,High School,Mortgage,Business,0
38.82653551477492,42064.80824999257,0.8787628170106452,22675.621809262193,850.0,0.11326999678767745,4,Bachelor,Own,Personal,0
46.24932545303241,24095.04871277334,0.3140033052252753,5718.610874057579,643.640880735346,0.034023020700677184,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,55518.374070654056,0.43420360044665557,1455.8342687403106,822.6317943291292,0.21182219860564033,4,Bachelor,Own,Home Improvement,1
39.094385306422524,26962.548164189368,2.987021955381809,25902.972806926748,439.2987898291743,0.48353551851412735,1,Master,Own,Debt Consolidation,0
32.233282282808545,10000.0,0.6072425100241825,19178.571309128056,533.8119836650271,0.08538914540426233,6,Master,Rent,Medical,0
36.13394391966689,37347.48316796375,1.1921678629749985,14310.88227787921,583.2028081910073,0.29499080785427345,3,Master,Rent,Personal,0
39.58994001674291,10354.993941657189,0.3289743729830219,8738.77069107018,708.3991786943001,0.13194698961554277,4,High School,Mortgage,Personal,0
33.11797561227179,24717.50147895638,2.2659721497578613,30595.175573898316,827.3990422953568,0.24198149721768128,3,High School,Mortgage,Medical,0
33.964131465942195,14952.86158945565,2.6058907486482563,22178.85736785948,590.9180787969391,0.14316943084239017,4,Bachelor,Own,Business,0
32.86124832445361,64302.61108352412,0.8978697030813019,27953.141098277087,747.8252418403004,0.2312160586116361,2,High School,Other,Business,0
44.70316201788282,45242.80648190892,3.071879108968842,14134.874400200404,850.0,0.3964991447373251,6,Master,Rent,Personal,0
39.18759960127497,15200.5923907276,0.5486280536521051,8939.51557985454,806.4760673525323,0.18285975244702737,3,Master,Mortgage,Debt Consolidation,0
37.20583537737361,20667.571691809044,2.354686817348854,5887.979055122647,609.6126600628651,0.35658526406794516,2,Bachelor,Rent,Medical,0
22.290482789077174,24891.93252125234,2.618404297325703,2936.1689314157397,736.8562840691069,0.2736493687095398,2,Bachelor,Own,Home Improvement,0
31.21420256786846,33918.200451815996,6.925552751528439,12108.179468908655,683.9406679931178,0.48677300473509183,4,High School,Mortgage,Home Improvement,0
43.98669160339174,22349.873859655647,0.5287689368976564,12942.682737229612,584.0548900293019,0.32726974106513596,3,Bachelor,Other,Business,0
35.37696573123923,13194.462992533214,0.19679293107075407,6125.250511872746,692.7293114953134,0.3747949062858113,7,Bachelor,Own,Home Improvement,0
41.59531469589138,15386.11380114036,0.6104309015124971,13239.298205950707,602.6190097734215,0.27585928368986407,1,Bachelor,Own,Debt Consolidation,0
52.66511800327633,21977.161990545308,0.26218233697713184,6212.121448595678,662.435364917143,0.27238154583962565,2,Bachelor,Rent,Personal,0
45.386060692088165,40832.29083421909,0.37192268595899564,16219.05643556643,512.1602289082193,0.4133936978847796,3,High School,Mortgage,Debt Consolidation,0
35.93158337699742,27280.267844828708,0.8132751258975242,4001.058241494884,473.7069013094616,0.21115676379105983,3,Master,Rent,Debt Consolidation,0
29.89010829804273,14962.353171108405,1.068839397906008,3483.910929266524,621.346310720421,0.2430363942178288,1,Bachelor,Rent,Medical,0
18.0,30460.510587158205,4.6810771145216705,6684.4353331356315,681.8141561971717,0.14886683018193583,1,High School,Own,Debt Consolidation,0
33.316150775271474,18151.4836573897,0.43535645562982456,15725.333921297259,537.2136318429646,0.3131351614009367,3,Bachelor,Rent,Debt Consolidation,0
31.73987504183151,34379.096631181914,7.133959207203145,3206.6165573797107,702.6295254386648,0.07368836084319783,0,Bachelor,Own,Personal,0
38.90366194395376,77925.24192077949,3.323075799971387,18765.016956779145,654.2749512530585,0.6193842243022549,3,High School,Rent,Debt Consolidation,0
33.460947730253125,18408.850152853203,4.2652018240988445,2177.492996659925,715.0251688183284,0.42966516828575474,3,PhD,Rent,Personal,0
31.796149405632057,32886.00873416148,5.302696825639921,6651.537430760462,744.563855535895,0.1776826833131241,3,Master,Other,Medical,0
18.0,15173.463124291095,2.798687852183203,2616.3594257873497,784.3576642959254,0.07375247627886501,6,High School,Mortgage,Debt Consolidation,0
25.600321708499337,20824.138890919658,3.10970847494383,1004.3345969775128,710.3272060870603,0.5763690245960323,3,Master,Mortgage,Medical,0
39.76651040800557,22354.46023985429,1.1518603313906468,10863.474130179755,620.4735659054168,0.09628094961057804,8,Master,Mortgage,Home Improvement,0
52.15907631132694,19993.413433643207,1.4285383131070415,7028.658299931865,668.886275409226,0.5134659665491014,1,High School,Own,Business,0
34.024746162543764,75471.23312259995,5.390823609306168,2650.015727148321,850.0,0.19749523625491816,1,Master,Rent,Debt Consolidation,0
38.27811073574124,18895.96077617109,0.9504534085385503,5359.9445754602375,748.5464711832194,0.09706477612375673,3,High School,Own,Home Improvement,0
44.52478156952805,29537.790883697908,0.08570451042795828,11538.680378151334,657.1536064661419,0.192295448862229,1,Bachelor,Rent,Personal,0
26.891060637997505,10000.0,2.87731865255474,6035.90008402729,634.9466193959478,0.15941971296070448,2,Bachelor,Rent,Personal,0
38.66814043285442,27337.05212519911,1.7026804274139011,6912.281995040576,590.1760633363475,0.2254658680402544,2,PhD,Mortgage,Debt Consolidation,0
27.595098936678415,38988.70610710727,3.3734584095020597,5891.316368272027,531.2801447409654,0.48433923604194046,2,Bachelor,Mortgage,Business,0
43.648244384910114,16919.148870118403,0.15711536606106055,5085.549140357903,820.811336990008,0.1105729507655555,3,Bachelor,Rent,Personal,0
36.514030479517324,10000.0,1.9416627467802279,5032.792007666888,697.8499048015047,0.1894341798195002,2,Bachelor,Mortgage,Medical,0
37.9845181398144,21604.87182267489,0.5692558501983978,4915.958884112068,523.1145850148675,0.5262885998680893,3,PhD,Rent,Debt Consolidation,0
27.17401402581411,22216.530884458392,4.671634313401582,4435.899528715619,637.4661409295039,0.5541101081718247,1,High School,Mortgage,Debt Consolidation,0
42.07032359610785,31635.573984040686,0.2328652601480731,3590.922175331323,777.048846769409,0.2541822367652918,5,Bachelor,Mortgage,Business,0
55.847129212310165,60201.43797904427,3.703901597103037,5980.324716124519,605.3059842429101,0.21300605894361316,7,Master,Rent,Medical,0
24.92088304571794,18214.49846156448,0.1854464121547004,4856.424362035164,568.5513333170991,0.07788498032644268,3,Master,Own,Debt Consolidation,0
31.60240992352476,14355.033671338437,0.050835329523209676,3437.985937387068,685.6768790339482,0.4210891974114639,4,Master,Mortgage,Debt Consolidation,0
37.31607474168092,12289.998731109155,0.5359142690053011,14955.160815292375,715.8150383183417,0.39938841646533774,2,Bachelor,Own,Medical,0
42.86406211995816,24319.63453238217,0.810064026594577,21722.60663210442,605.4317100186407,0.4043763329497481,1,Bachelor,Mortgage,Debt Consolidation,0
29.40453714710531,27992.08664549958,1.9698286206799334,8102.417721973795,590.0461414591516,0.19710777050611222,5,Bachelor,Mortgage,Home Improvement,0
18.0,16767.073018447052,0.2824926609990117,8545.656236720562,696.0587117114002,0.20262733613924244,1,High School,Own,Debt Consolidation,0
48.59189494164025,32511.247093375132,1.150123700633283,4656.17152038924,537.5154673575122,0.25534229486743953,4,PhD,Mortgage,Debt Consolidation,0
42.60506119584143,27797.240673667293,0.45697461280701623,19027.20517671339,596.1798036975428,0.13207062970977038,2,High School,Mortgage,Debt Consolidation,0
18.0,22507.769615351943,3.866231200643598,32550.398558452875,637.9640751903776,0.20765213445591899,4,Master,Rent,Debt Consolidation,1
28.92431208220444,14027.747896209821,0.0920177378165891,7107.92001771503,723.9032052907387,0.49672737477939105,2,Bachelor,Mortgage,Personal,0
50.68182429527326,17310.488046532577,0.8799197197281434,5339.262305030677,607.2326914536027,0.04539591298746533,4,High School,Mortgage,Business,0
49.47796418457866,10000.0,1.9959458320094707,10648.562790304068,706.3286904989311,0.26664930807022535,3,Master,Rent,Debt Consolidation,0
44.38640022678945,24782.51224731536,4.885722430268529,8983.499953807604,766.6035006249253,0.07160130552202405,6,Bachelor,Own,Debt Consolidation,0
33.238875660401376,22318.487377504855,4.049807059121185,5430.9840415693725,599.3561955991729,0.48949433598321046,5,High School,Rent,Personal,0
35.8298741881251,24203.18452779006,4.511250339047803,11813.00906621353,850.0,0.33557530583375694,4,High School,Mortgage,Debt Consolidation,0
33.69074194873873,28343.684284659106,0.1298308775145487,17163.255781670676,791.9578908421004,0.35566074876622983,5,High School,Own,Home Improvement,0
46.282397832688375,26713.1369294567,3.676737121772261,4321.445703923842,677.245330129251,0.18112187125044182,5,Bachelor,Rent,Medical,0
26.2415759350489,20843.72889735938,3.0274608826128433,61921.775612967765,631.8213477891039,0.3696545483133816,1,Bachelor,Mortgage,Debt Consolidation,0
26.94200345115795,22569.03293616291,4.654404227033327,2377.1231483375336,594.4680114457927,0.1469501390778025,3,High School,Rent,Debt Consolidation,0
45.10274586836016,10914.438139381482,0.7467014800364191,4099.611199998983,816.1270012255197,0.13580309824783834,4,Bachelor,Own,Home Improvement,0
34.556385444884384,16450.969278376237,4.85550554744634,9771.003227337866,671.0499706326905,0.3137232017064038,4,Bachelor,Mortgage,Debt Consolidation,0
48.78467355453808,22589.388211891477,1.0304742974524421,48898.328589316894,506.1180702473343,0.16203770867165146,4,Bachelor,Mortgage,Business,0
28.284877930194543,15246.011579274314,2.010788695006792,5166.379575460629,478.7878267667513,0.2248639696605255,6,Master,Mortgage,Medical,0
34.452216396611746,33862.9033570245,1.10391683040373,3454.396166181155,661.244165936058,0.10206383533041194,3,High School,Mortgage,Home Improvement,0
25.77587015156047,15846.183466007262,1.1160036888911191,12574.084419604465,663.4445369816412,0.5718352648955317,2,High School,Other,Business,0
35.07362681423567,24542.28201589382,1.5821243826829767,6641.708235894125,558.3029231816221,0.05000908114470137,3,Master,Own,Debt Consolidation,0
20.21453063001201,23348.378756289014,0.8798855088329259,13796.97378235171,498.55631791487815,0.35214621386571754,5,High School,Own,Personal,0
30.12366579045037,31988.72566731629,3.1475334662161996,7657.0001452268025,453.6911103947176,0.4897478656982874,3,Bachelor,Rent,Debt Consolidation,0
20.637461350718823,34558.04271859,2.0082707413977103,4081.691506042619,574.0669928821158,0.31663278777715287,6,Master,Own,Personal,0
41.93923233191258,31163.92034595312,2.340790851406084,53055.86936760978,613.7251945056631,0.22303334749591225,1,High School,Mortgage,Home Improvement,0
42.16589339759652,10000.0,0.5254191287298642,1000.0,719.1771235429652,0.20635670561246447,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,40017.57749739373,6.985000243751032,34758.902327832846,636.9666041049795,0.27926264632586634,1,High School,Mortgage,Business,0
48.33885745500573,47271.08666990482,2.158655460345537,17096.166283140607,756.398722851157,0.36219346619133136,1,Master,Mortgage,Personal,0
59.97415126419854,17308.23809904434,0.4392890215315749,4462.786237010233,710.5071496010686,0.15613871333303095,3,Master,Mortgage,Debt Consolidation,0
35.46006386736341,24793.16914065859,2.7765145204612076,36240.62781669194,701.3230060843276,0.22996404737361847,6,High School,Rent,Business,0
28.58885739775355,14109.225595139918,0.3816288866457977,2705.0201504965003,747.9248644299972,0.5624405930032833,1,Master,Mortgage,Medical,0
63.243305910030465,10000.0,0.1309657125356218,18151.142213860698,511.33054355038564,0.23358641806425454,4,Master,Rent,Personal,0
21.810315016974894,15224.212501924034,1.499661092300488,1531.3177367542426,596.3756149195509,0.14602117677156787,3,Bachelor,Rent,Medical,0
35.20106466869098,16813.383417931163,1.6127390576891758,3239.8990329261665,850.0,0.10198763937366226,4,High School,Own,Personal,0
36.796222726319236,18445.48002433632,0.41888955568219927,3233.4680486349603,459.37729083568604,0.5059759150765166,5,High School,Mortgage,Debt Consolidation,0
48.45147620452415,13637.01348889757,0.856584177842893,4444.731191014676,620.2207461934621,0.34939523895578856,4,Bachelor,Rent,Business,0
38.59738975126788,15264.534598957724,5.829016061088527,8178.506981206126,697.6148662413734,0.4795815076361354,1,Bachelor,Own,Debt Consolidation,0
30.013661042115487,21905.583533704776,0.6709545134008604,4184.819738313064,462.3063024173322,0.29077934033013497,1,Master,Rent,Medical,0
25.488156296120437,14986.221757285532,0.3381822779093597,1589.017593672328,574.7319668310513,0.198620070003886,3,Bachelor,Mortgage,Debt Consolidation,0
31.581781797538646,28904.777338660246,9.802295452564568,11740.041343403873,849.5996323318373,0.27535761567671,0,PhD,Rent,Home Improvement,0
24.930726390548557,30971.73600174704,0.7199480065122842,8426.701879667673,667.0440487667487,0.08790823639793813,5,Bachelor,Mortgage,Home Improvement,0
35.47825319784683,72416.82009042425,2.280454652290633,11238.963149630323,592.5547598315213,0.0489430062314971,1,Bachelor,Rent,Debt Consolidation,0
29.358038201395136,38670.79589326349,0.5267860586713885,9297.811486469664,671.0470162360646,0.21992106431410555,2,Bachelor,Mortgage,Medical,0
20.059622067102495,24873.33261342865,1.5975541182582487,17385.437779738048,592.3641339860332,0.4520631917994755,4,High School,Own,Personal,0
47.55145788374904,16153.109546018024,0.976439435814145,7628.252878118692,821.2521584688931,0.39269408337608247,4,Master,Own,Debt Consolidation,0
30.023274765709605,25511.221057748702,6.51831578239291,18215.287770230858,550.8972986824971,0.46171928603212986,2,Bachelor,Own,Debt Consolidation,0
22.318631950246875,25933.68495177465,1.134107321847584,4356.580246805468,597.7207829757333,0.1575962007070178,2,Master,Own,Home Improvement,0
33.31740865512459,17040.420128319365,1.7549776367610173,4559.935221193541,500.7778270618721,0.34489414912278055,5,High School,Other,Medical,0
35.68371565967659,32593.41973550343,5.792362774725178,24363.259451934886,620.4554825280114,0.18098844266522524,5,Bachelor,Rent,Personal,0
18.0,10948.426131806506,9.062780237941853,23969.43908826996,632.5434212540657,0.4190134416799596,5,High School,Mortgage,Debt Consolidation,0
38.316476671257625,19492.792916924023,0.2144096841097287,12822.974376665257,769.5640663895099,0.47586155916197115,5,Bachelor,Own,Debt Consolidation,0
24.528424313097354,29083.585727219048,3.5954027192014824,3978.712962449582,548.3268830124318,0.3240151537721352,7,Master,Own,Debt Consolidation,0
52.110288091907876,19076.41293855601,0.9629106824285619,3730.4869427200842,698.3628507968582,0.3301924510527638,1,Bachelor,Rent,Business,0
40.23960512076735,19863.17508700697,1.8068907073045546,23445.905893976163,658.6727129317906,0.366531917361784,4,Bachelor,Mortgage,Debt Consolidation,0
31.001000098906836,20560.089432797133,0.9401611170662202,22429.49117108931,460.74951278239155,0.43897717636989164,0,PhD,Rent,Business,0
27.548322296826495,14504.28467601347,1.0253753982214069,7701.239076055088,577.4699300481095,0.10046993418763098,1,Bachelor,Own,Debt Consolidation,0
33.95032292436376,39614.49896800965,0.34598847000490296,52759.964901138424,573.493810192986,0.4419445553993444,3,High School,Mortgage,Personal,0
41.127907415832894,13239.77935124874,1.7008489590044849,11697.378753894855,818.3039410409491,0.11555827664397586,2,High School,Own,Debt Consolidation,0
34.745058714148,25824.51887742591,1.582472598237445,3341.718587442068,704.5726875651093,0.3434970077054349,3,High School,Mortgage,Personal,0
32.82841192863143,27087.39986573099,0.4198520492502694,6499.594831111082,664.4670373541485,0.21866141134579647,3,Bachelor,Mortgage,Debt Consolidation,0
35.58370290817896,13707.371727423253,1.5605953715484782,8138.624483970815,300.0,0.4543490615985551,3,High School,Other,Debt Consolidation,0
28.961410687630455,22846.47522222349,7.231397962218454,8682.96995112946,459.17305945212036,0.2228216282489758,5,Bachelor,Own,Debt Consolidation,0
31.567940731569625,13977.216828877967,2.5063862929938443,22026.522497200152,722.7788031938841,0.33054048791825014,1,Bachelor,Own,Debt Consolidation,0
18.0,44157.64000150393,1.311635584990409,3770.5225183446655,728.2042792606338,0.2519644961183737,2,Bachelor,Other,Home Improvement,0
44.737262308523675,12464.109227513201,4.955877617300611,2792.7726444328773,575.7751795870579,0.2680423353064376,3,Bachelor,Rent,Business,0
37.98797780321762,15883.743644361308,1.7128120922166357,13119.552404481814,652.7678210785773,0.3085804970156669,1,Bachelor,Own,Home Improvement,0
27.2654415596657,11942.843358475868,0.2901625268972182,5401.394245619231,645.6763484462195,0.35577278305547616,2,Bachelor,Own,Business,0
53.987349813552385,11171.829175852909,1.5859776744039102,56319.994815267564,666.9445921681314,0.1698760003354014,4,Bachelor,Rent,Debt Consolidation,0
35.87016480392386,48805.95657917907,0.399276738993466,17232.911696592495,612.7995467074081,0.25505581163866065,2,High School,Rent,Debt Consolidation,0
24.638564280248033,28893.94501092609,2.9177717319784975,5322.417189783728,731.5368414455702,0.16527494415479482,3,High School,Own,Debt Consolidation,0
43.567374214704586,23627.030903824263,6.833081845788323,21381.53527698599,760.6109708685766,0.1282526781827011,1,Bachelor,Mortgage,Home Improvement,0
38.980482165092624,15862.474720015696,0.8951339192901363,14535.200919760935,554.0383620007982,0.5299063788649904,6,PhD,Rent,Debt Consolidation,0
38.94579985484219,34676.09783968057,1.1415684269721684,13453.00416350343,530.5627368264568,0.1284314583684888,3,High School,Own,Home Improvement,0
30.742443953484095,14587.040555272264,1.0946212498287713,7348.157310564382,570.3885768689769,0.10141119467705412,2,Bachelor,Own,Business,0
39.504957237780346,32755.286476452442,0.6717847417773645,11343.052050330292,654.8718018890739,0.17327372182077247,4,High School,Mortgage,Debt Consolidation,0
32.38241709778905,14239.062707500674,3.16150621586604,1506.6345680292625,685.5631240580675,0.5340678688030382,3,Bachelor,Mortgage,Home Improvement,0
40.559414516458425,15958.488309407763,1.9232475046366313,23240.96012028239,728.8450005006641,0.31612287804470496,4,High School,Other,Home Improvement,0
18.0,32181.312086203343,0.13238977226665843,1000.0,747.1421886127393,0.35948727845335043,1,Bachelor,Rent,Debt Consolidation,0
30.66126537020811,33925.209907339915,3.6502974976656115,5689.066903196215,686.2448608837858,0.5951286330592443,4,High School,Rent,Personal,0
52.22155097808195,29695.074430563855,0.41426540145466634,2260.7040209365887,672.9591826150642,0.11445447684014645,4,High School,Rent,Personal,0
27.329325445996993,13031.997287255539,7.740914099506886,5427.962362704281,814.8895507191021,0.4872024723836697,5,High School,Rent,Debt Consolidation,0
28.961617025068133,17617.29849108471,0.9453363969269118,7636.587973443502,650.5000038520967,0.24961417408577877,7,Master,Rent,Debt Consolidation,0
30.52038661550025,23824.014667856838,1.9165687372396294,3110.5821460053285,709.0046829851572,0.08068349986381224,0,Bachelor,Own,Debt Consolidation,0
22.851938641113566,14405.415900340515,0.1620375420115445,1000.0,682.0254646616482,0.054271126915205574,1,High School,Rent,Business,0
18.0,43716.52167786011,0.8452121819955323,9562.959978577817,632.6813590248861,0.3729481142912747,4,PhD,Mortgage,Debt Consolidation,0
32.69413601476387,10000.0,3.2425550230060716,43008.44736033887,633.3412234068096,0.12648660195686628,2,Bachelor,Mortgage,Home Improvement,0
36.35859424081657,14922.571960536654,1.2971450811597314,6117.910321845611,782.1956767034699,0.18101501860386426,3,Bachelor,Own,Personal,0
34.474949314613475,17072.371747249435,4.699426432662197,17456.4548553084,640.976969368552,0.26298630031341536,6,Bachelor,Rent,Home Improvement,0
33.55121438052113,10000.0,1.7119838135453298,26997.724672472064,614.7330842661231,0.025205313791341964,2,Bachelor,Mortgage,Home Improvement,0
35.430408708503876,10958.661584932737,5.278136130426707,1772.187007606657,576.2944268078461,0.2446574212962061,2,High School,Own,Debt Consolidation,0
45.22841471550764,30110.967594231748,8.10370920690236,5620.522324195358,692.2535424855034,0.047905137097691994,3,Bachelor,Own,Personal,0
33.09553814070783,22362.52438541401,1.2098864148920645,2918.693929108758,598.7861968364492,0.07913621632752804,5,Bachelor,Own,Debt Consolidation,0
29.259174229127304,48366.756668279595,1.665538499293574,4251.292654263869,683.179448884949,0.15204841348105497,1,Master,Rent,Debt Consolidation,0
32.188745151119136,47696.496376026145,3.6026579414172595,31622.03165513079,667.7723740013612,0.11570734490887134,4,Master,Mortgage,Business,0
40.793467597567755,27351.40531881135,0.5008573698554473,9690.90978113291,607.2611981312323,0.032220432114773455,2,Master,Mortgage,Debt Consolidation,0
49.12026878543249,25761.054746298785,3.9556418840432728,15230.55491435085,510.44157724328034,0.1259880999796502,2,Bachelor,Rent,Home Improvement,0
28.71856260830822,22764.681440669618,1.792584778724021,7823.448454937253,547.0775689323772,0.4305889908675696,3,Master,Own,Debt Consolidation,0
35.989337870288836,10000.0,2.5856090224735464,3076.5308181655905,562.8128478214005,0.2960709767330705,3,Bachelor,Own,Business,0
38.3835744193596,10967.813787916644,0.16644590101594253,13939.6497404391,549.5970038536535,0.28854795988566445,2,High School,Rent,Home Improvement,0
25.07421993271177,23163.60906919135,2.9064731029833686,22071.89364096374,695.5267823919191,0.4022605197766429,2,Bachelor,Own,Home Improvement,0
35.20417167212918,29971.8190562743,0.7444095472001648,10445.216202710371,850.0,0.5520557729755976,0,Bachelor,Mortgage,Business,0
20.343261426579048,25459.26253524311,3.2718951874996565,11983.661860043501,598.9009924817076,0.3096338831746555,2,Master,Mortgage,Home Improvement,0
18.0,14097.708087132336,1.4232437361921333,3017.4243761661683,611.5725320524065,0.5636904108306348,3,Master,Mortgage,Personal,0
38.66746407892257,35196.542813415115,0.6421036271706458,14263.953598946908,591.5417452513619,0.37524595928890886,3,Bachelor,Rent,Home Improvement,0
31.16125258669217,46222.50198168849,6.105015748152084,23785.015447760685,735.7676760629619,0.15796193668153566,4,High School,Own,Business,0
37.02280407621219,35206.80969590137,2.8968706445436494,11199.992407903108,692.6356860393381,0.4767498818283839,3,Bachelor,Rent,Business,0
34.8210502299165,36127.14008600872,8.493044721231358,1924.792412603626,648.3372577844502,0.2353966013652311,5,Bachelor,Mortgage,Personal,0
25.235999513362025,16653.690142332875,0.9065916453916103,29986.531223648846,528.6888532449719,0.1580296635470869,3,Bachelor,Rent,Debt Consolidation,0
34.547456980356635,37720.804372601844,2.095189975913961,3805.264893493059,553.2237659752318,0.11976908699868712,4,Bachelor,Mortgage,Business,0
22.668986949851448,23691.68258303545,1.8913807845570594,11050.483498532187,667.5293575558127,0.6223890770035113,1,Bachelor,Own,Home Improvement,1
48.909723580014,28446.42476256488,2.3266647954238726,17367.935795669942,672.3287290423935,0.39070390551618966,3,Bachelor,Mortgage,Debt Consolidation,0
21.440296551400362,26442.184759950913,0.07813990640223611,19219.768883128945,648.3890708034269,0.3322939163649897,5,Master,Mortgage,Medical,0
33.04214729031418,20728.325951147304,0.6898296572932817,1919.75825948388,716.4927127260304,0.19986315312188452,2,High School,Rent,Home Improvement,1
24.577284119527516,14328.3985918534,4.801224544399078,8899.708522102354,527.7422630357992,0.22945010589663117,2,Bachelor,Mortgage,Debt Consolidation,0
40.704211733607956,21140.19890294126,1.1026705246774542,8440.672704227034,680.3589877159961,0.34912476957113775,2,High School,Other,Business,0
31.68568628718497,36075.91722211888,6.4701973675344115,25622.40774572687,674.7986322096716,0.4625648630087921,5,Master,Own,Home Improvement,0
29.813332803787898,17663.614015200645,0.4803331807397001,11695.726924265804,554.2060781329922,0.27465516850952487,1,Bachelor,Mortgage,Debt Consolidation,0
43.532015450515544,34429.658282964636,11.923014352369698,25809.40214726693,589.5100278397547,0.34829921457857976,7,Bachelor,Rent,Home Improvement,0
35.29430591677552,31841.805231134083,2.391883009843811,12480.641962559597,719.3129475689474,0.1620641326168207,5,Master,Mortgage,Home Improvement,0
40.166444459359674,18968.430080467933,2.995734257541768,7636.289039565402,536.1408351849923,0.15291579574358694,2,Master,Rent,Medical,0
25.18674063482535,44108.15883016019,1.0112157604672583,9462.458738715093,850.0,0.22146475170940005,3,PhD,Own,Business,0
20.95183056072493,18439.06266872626,4.750486230049967,27415.875809297533,705.5761600891753,0.24603121063601094,5,Master,Mortgage,Business,0
36.07207962040134,46853.1457851307,1.5769514852843833,2871.1115447599814,644.2663189351945,0.5235551778955312,1,High School,Rent,Medical,0
31.81153644505269,27366.187316278872,2.2847420588226366,16726.734858818356,624.7847665628424,0.16342565364984776,3,Master,Rent,Debt Consolidation,0
41.26434672453944,21852.421993676435,0.19921700568650866,4904.494001893354,728.8201498641951,0.23435955338868483,4,High School,Rent,Debt Consolidation,0
34.2009154733745,14130.619390151369,1.9976101127918968,4129.934113173367,608.8650468403657,0.645711958477636,2,Master,Mortgage,Home Improvement,1
37.0507533923463,21075.571183705655,4.225235484208401,18374.90388452007,612.9683741988938,0.11412392388717459,5,PhD,Rent,Business,0
18.766174700587566,19892.941379708514,0.39271900634762846,3997.9227631076487,795.2588274783717,0.3745886791449777,6,PhD,Other,Medical,0
53.88436939614257,11741.111994931392,2.676730541878247,10956.188917660049,602.8441005134565,0.06582873751578568,1,Bachelor,Rent,Debt Consolidation,0
33.357580149679684,19755.600280513518,0.0514578546971762,5479.9259236697635,663.6081348505395,0.40848733905151224,2,PhD,Mortgage,Debt Consolidation,0
41.97586970339199,14736.731682025455,5.212874846083977,1229.6079322470378,573.9787924052977,0.31144734626063614,4,PhD,Rent,Debt Consolidation,0
26.639083297803737,29525.09576224383,8.139356508484507,11874.788094660784,675.9040477487708,0.22666024973474225,2,Master,Own,Business,0
38.08009902217341,42325.297582312705,0.874469110457195,8964.76361692081,708.0614434440055,0.472222029777374,4,Bachelor,Rent,Debt Consolidation,0
21.971552364752547,11926.78704858064,0.22650279994953287,1758.0061709829056,818.2895509191819,0.09798113655354704,2,Bachelor,Own,Home Improvement,0
39.520678382596714,51852.26332915951,2.149262501279971,4633.780639864817,556.2651110027392,0.3084756659109269,1,High School,Rent,Debt Consolidation,1
31.44025915614167,20655.243378814925,0.060577236128480164,1909.1364657419415,505.21257957047874,0.4959902956581287,2,Bachelor,Other,Debt Consolidation,0
35.291905039355676,13527.626861677241,1.3174384892466635,14550.082022036706,623.320939621797,0.10981651608690783,3,Bachelor,Mortgage,Medical,0
41.97974030130098,32172.82368066595,0.6343018918528045,24597.364011329988,588.2886009313916,0.39818364046809135,5,High School,Mortgage,Debt Consolidation,0
22.6745968877972,17619.69802014398,1.2823966072481354,15987.980242133493,648.4552961445908,0.371004797449819,2,Bachelor,Mortgage,Business,0
28.155082693872032,21144.427233639773,0.036889149800090046,17877.605611956446,702.1988325864788,0.4483547751813162,1,Bachelor,Mortgage,Business,0
39.573242810867654,17995.209775790736,0.10598354158716872,5354.730610567263,850.0,0.20044836463809435,4,Bachelor,Rent,Debt Consolidation,0
55.98221474546747,14641.731231878988,0.03220963609604741,12550.834155041512,604.8514642745556,0.44970653124140475,1,High School,Own,Home Improvement,0
33.61917665338518,31634.33993058899,1.9306041587529827,8044.509563268519,428.9596312447062,0.18058411619873857,2,High School,Mortgage,Personal,0
40.91136117923932,19088.65194679323,1.6423835018105981,9397.99467329306,626.2023350492298,0.15899619407678994,3,Bachelor,Mortgage,Debt Consolidation,0
33.930285301415196,10739.395740001635,0.5309489886387114,17429.94823035457,685.0527664723296,0.3581633451103916,0,High School,Mortgage,Personal,0
54.422455947562995,29013.892967816002,2.0805535329070564,20751.834606421475,553.0369259939586,0.21606157686187213,1,Bachelor,Rent,Home Improvement,0
18.0,12054.686982401172,4.311906766587525,5932.463811737386,673.3682452914617,0.24588083518075637,3,Master,Mortgage,Medical,0
35.94621044669358,12374.212062126056,0.6495833247019102,2627.752378673216,663.7481535344907,0.60110923284364,0,Master,Own,Home Improvement,0
18.74455966437939,39986.736975037464,3.5675088847898855,6974.9216401943,675.9851743998919,0.4454902412951472,3,Bachelor,Mortgage,Home Improvement,0
18.0,12110.523331003817,2.1724336773440704,6799.3436996493,729.1321954129858,0.0066382538258861895,0,Master,Mortgage,Personal,0
37.97462053117817,10000.0,0.06881117082003464,10174.891063986042,641.730871566333,0.2466425356952694,1,Bachelor,Rent,Home Improvement,0
36.39497796147459,30074.4346445728,0.9404869826748847,15778.39273692022,704.753765650616,0.37310131445623196,6,High School,Rent,Home Improvement,0
32.15163062257798,18921.76801760831,1.4175664410036348,1751.6866935332716,470.1038852769683,0.05072735046259237,6,High School,Own,Business,0
33.93805909960247,19755.20815134219,2.631293004755565,4737.520417039944,553.7620708207334,0.3403098112390908,3,Bachelor,Mortgage,Debt Consolidation,0
65.98299434071258,18821.40007536694,0.6769139729791959,3747.6694604197805,615.846566907394,0.333043619599148,3,PhD,Mortgage,Personal,0
32.418248619685656,24731.548368889577,8.117580917046133,22042.22103171451,549.4870859983723,0.1947602036374894,3,Bachelor,Own,Personal,0
40.10124361250075,15117.985081509682,2.307445130662029,6858.906360328128,650.6596002111594,0.20222944658933545,2,Bachelor,Mortgage,Personal,0
28.50635180386119,46076.45851545365,0.9330232337741791,5375.9637774274415,615.6256702422596,0.2915952917893618,5,Bachelor,Rent,Medical,0
37.95232575040603,10528.959210612371,0.20412090943433386,12464.518336771349,604.486601042102,0.20173671052229206,8,High School,Mortgage,Personal,0
32.61766324944382,27513.648189470252,0.40024066343100073,5042.185607096611,738.3804796892974,0.41229156312178233,3,High School,Rent,Business,0
30.8948151727027,30365.44313809836,1.3373297072006083,8005.180539855162,658.3821791314622,0.4429029455899755,4,PhD,Own,Debt Consolidation,0
53.18898532200325,15065.672938734175,1.3651875481705142,34587.82291021502,541.629009734244,0.25677936547894065,4,Master,Mortgage,Home Improvement,0
46.77184963184339,13202.120998368058,2.9196128417287266,33827.59806510108,589.6677615321097,0.38691295300817663,6,Bachelor,Rent,Debt Consolidation,0
36.36746647399231,36628.69054897229,2.590543998653958,5849.389299623193,725.3220416939255,0.0866965798776602,4,Bachelor,Own,Business,0
18.0,13420.915442515252,0.4494722338423215,7003.116605240359,669.9709356218976,0.1219490264336878,4,Bachelor,Own,Personal,0
31.389907767474302,16263.327892971834,1.8075222157575137,4938.303842069053,769.5940164684469,0.24508389305087128,2,Bachelor,Mortgage,Debt Consolidation,0
62.03027564405083,34325.866737571545,0.041674798491606484,1735.9459847621313,734.6566244105462,0.08252148999109377,2,PhD,Mortgage,Debt Consolidation,0
32.69338333360292,22412.421530750227,1.0168150972828165,18563.479764487198,611.0933071101646,0.11473386592494665,2,High School,Mortgage,Debt Consolidation,0
46.032175720536586,10000.0,2.8887390160807787,56222.5776829502,793.5508448908158,0.48655211820820504,4,Bachelor,Mortgage,Medical,0
49.419424019526005,52761.106148500316,1.0200138955691702,5683.033578572182,801.7815324199256,0.053642880281756074,2,PhD,Mortgage,Debt Consolidation,0
37.18963915855975,16898.744709532857,3.6108598487350254,4215.675076747586,471.4580442682161,0.13339984696375726,1,Master,Mortgage,Home Improvement,0
26.581783681318477,18008.899926549275,7.472385788877536,6514.0884417764755,653.1780820091938,0.18323895590184108,4,Master,Mortgage,Debt Consolidation,0
18.0,25031.54544339487,1.86897357456345,8673.579441482896,595.0160509523971,0.2661031561509813,2,Bachelor,Own,Home Improvement,0
41.84163208608955,30107.765229197295,0.3133171554158389,3266.831754594941,623.9524200382457,0.3522177489339377,0,PhD,Rent,Debt Consolidation,0
26.852439971764518,58720.96785199898,0.9550306080288065,5615.1143452497145,568.3849194928454,0.22894229093380544,2,PhD,Rent,Home Improvement,0
36.76150451887692,10000.0,0.0190572168192771,18249.953355610545,555.8579117723525,0.10229777898676704,2,Bachelor,Mortgage,Medical,0
22.50179660410636,33288.79405477146,1.8462577366602189,8972.36437766831,740.117323953225,0.183337972656356,6,Master,Mortgage,Medical,0
32.34762459529798,31936.500374416548,3.4471010207472172,22388.636779565175,533.1938440433232,0.13661645763736907,1,PhD,Mortgage,Home Improvement,0
35.33719054901053,20566.4738208802,1.9881806751990532,10848.849129069837,659.3354566740022,0.3298556393444605,8,Bachelor,Own,Business,0
37.68593581044298,32651.198691773843,3.084364570544088,3390.9526716550677,515.086291029484,0.20685952024060517,1,Bachelor,Mortgage,Business,0
23.851778126475857,35141.463508767505,3.2179153283024062,5111.19657210361,776.9405811935106,0.24688097278030202,2,High School,Own,Business,0
46.96910948761352,11037.11107398681,3.80778676148592,9884.564231741651,653.0033854716784,0.39036444286215516,3,Bachelor,Own,Home Improvement,0
29.03105215268029,52832.57620058677,0.620301992071017,3300.8278486836266,724.529218467976,0.2344328257751048,3,High School,Mortgage,Home Improvement,0
18.25530539546755,10103.315066999958,4.100053232708924,2975.4310959142736,669.5105781200028,0.22598110528238233,2,Bachelor,Own,Debt Consolidation,0
33.90976580036536,12485.732349962645,2.1231764253873955,3122.0326445271053,624.6755842758489,0.20789532483723497,1,High School,Mortgage,Home Improvement,0
35.3437530902646,19324.05869700302,0.6842076872527082,12242.190595223414,656.8370900915038,0.13603717454047817,4,PhD,Rent,Debt Consolidation,0
36.6058943317176,57668.7237761028,8.73147446010797,6045.128304147643,800.733341951977,0.5091322116908618,3,Bachelor,Mortgage,Medical,0
48.621324036850794,18880.250075257794,5.998773635814366,20867.60644850799,560.2573339101193,0.36220765713164604,2,High School,Own,Medical,0
32.6355116326414,21677.563292393766,1.7087032814383878,3955.505534465265,395.06510575483094,0.43119593075355916,4,Master,Mortgage,Medical,0
33.803803756312284,45073.02818680534,3.7056752123282894,1134.6503101240437,571.3135285488456,0.04237205835120023,3,Bachelor,Rent,Debt Consolidation,0
23.968156187669067,18955.339312072192,0.6062534284707928,7298.585965062283,529.0912536328608,0.2195199229850974,1,Bachelor,Own,Debt Consolidation,0
43.20553502887897,12219.418473924194,1.0758352970434837,30273.98446921634,746.8014464498929,0.37622485193842586,4,Master,Mortgage,Business,0
36.843090640781035,17879.008289225218,0.40661263537051945,8330.306536295302,632.4270704175317,0.16805618930980026,5,Master,Own,Debt Consolidation,0
30.799722727058374,43712.78568534367,1.4683660735158244,2703.561901860463,732.7451084049433,0.42862645118661713,3,High School,Mortgage,Personal,0
18.0,22820.90996818688,1.3703636967171486,2209.6263836202247,653.1891582136335,0.4936202864788642,5,High School,Mortgage,Debt Consolidation,1
49.44412195055087,57833.82722211457,0.4785794693151027,21127.304417725372,650.867604182557,0.2985447995527159,4,High School,Mortgage,Debt Consolidation,0
22.723200355439428,31855.567934494207,2.2343777013217676,4247.35019034534,666.3944953326692,0.3107285246042004,4,Master,Rent,Debt Consolidation,0
29.08721990630294,15956.084866646828,0.2506509821210952,27817.935739329998,798.0024285799686,0.15679347049480938,2,Bachelor,Rent,Home Improvement,0
38.58344511076003,22596.22536882366,0.12735288128691172,13674.31806924327,668.6527574427282,0.153543716857309,3,High School,Own,Debt Consolidation,0
23.034420713833136,14377.085608194371,0.9719570012256116,4377.9901512335755,760.9169849780099,0.06920670534954546,5,Bachelor,Rent,Home Improvement,0
20.064902217468564,15768.719602393052,1.0546715987372777,20613.664816046043,754.5163868417178,0.08847170447483191,3,Bachelor,Rent,Home Improvement,0
18.0,206807.17689032175,0.7705621851185392,3869.5065730434744,633.6708418584177,0.2675604421700823,2,Bachelor,Mortgage,Medical,0
42.20996952905636,36655.26140090421,0.5966682427804333,2545.6220257986834,642.6065483197938,0.18526806593587564,2,PhD,Own,Medical,0
29.54813755273678,33878.94451002287,0.8273262756551062,4050.5327121884043,612.2197334166723,0.3317117638190347,2,Master,Mortgage,Personal,0
64.2727009247333,16129.57532247752,0.3567600471885211,14987.7626123226,778.3177225778444,0.4472202314294086,4,Master,Mortgage,Debt Consolidation,0
25.056449343691266,48280.93460986157,1.0331927153794511,20138.196038856477,555.8937983482001,0.43085641416375187,0,High School,Other,Debt Consolidation,0
25.785489765710786,38166.28452819402,4.699424125942416,5902.776956200731,577.7008271889026,0.2877222910949966,1,PhD,Own,Home Improvement,0
29.346070297145985,56433.07177818032,0.5083060296251185,1817.7430917606216,622.3755964825122,0.11163533983537992,4,Bachelor,Mortgage,Business,0
37.43134655138489,55080.83289062062,2.3068832614428856,2332.2455343437114,535.1847669848647,0.229520267599942,4,Bachelor,Own,Medical,0
30.297966612146887,10513.91982655406,0.3058001152908683,3449.1515164344814,590.8705216290962,0.1560605897592702,1,High School,Mortgage,Personal,0
41.123322140025124,12645.797877391367,0.8736224815386708,2877.860734510761,763.6066192247355,0.10942975822014488,3,Bachelor,Mortgage,Home Improvement,0
25.214116100113458,13334.44868451729,0.7747831866293227,10020.059380828177,715.1405648173437,0.540405687250177,4,PhD,Rent,Debt Consolidation,0
21.18408281536419,13739.49317588703,5.530174478763822,38196.252045138404,607.9259805148031,0.41525227215539967,0,High School,Rent,Business,0
18.0,25892.954460530233,1.1171698342370788,15315.509078350133,730.2828911919192,0.3874598541847772,3,High School,Mortgage,Personal,0
18.0,16590.71157309434,2.3453743133269644,3285.963937695788,850.0,0.04359736574331606,3,High School,Rent,Medical,0
29.819309805249432,62087.45721959479,1.8449335738563089,4649.427568553956,681.3111892861973,0.34028616579124044,2,Bachelor,Own,Debt Consolidation,0
31.99019687606778,57087.4705170292,0.3040427391675241,5434.742696916474,792.0359459433266,0.38496521232174613,1,Master,Mortgage,Personal,0
28.685629725168166,21955.41758729541,5.611561499284829,11063.108944087804,735.1588816797037,0.4718259438733898,1,Master,Rent,Debt Consolidation,0
47.43405797187162,58551.56559225191,0.8488961758928688,28481.322162163455,620.556303151435,0.31030919161694803,3,Master,Mortgage,Personal,0
47.28030209608135,46354.20611155368,0.09158187983042271,5575.178960991133,669.7297969714119,0.11644312352453112,1,Bachelor,Mortgage,Home Improvement,0
31.651970125554982,17582.27762197615,0.7146180236751407,27750.85231770804,702.628246697443,0.23502646222995274,0,Bachelor,Own,Debt Consolidation,0
18.0,10000.0,0.8178433278873846,43613.79449241054,575.5030256327886,0.24167797302985322,4,Bachelor,Own,Medical,1
29.33294891944947,19752.11409765126,0.1946641651788734,6124.6353991332335,389.07513446558005,0.39959065216612843,3,Bachelor,Mortgage,Medical,0
29.001786060829385,15957.575276979813,1.9350491422686187,5999.817332425244,566.592443712096,0.48456522426199705,2,Bachelor,Own,Medical,0
28.42865037721942,24422.321595408095,0.8516342415348293,6072.371538901241,434.185905154793,0.5083681641854699,2,Bachelor,Own,Home Improvement,0
28.02281096101755,23031.408341899547,1.9838322050180484,8518.46967900446,574.8546573358744,0.20428182947188278,2,High School,Rent,Debt Consolidation,0
28.465371042751926,22731.5437058847,0.013526767585967197,6084.237701627922,479.25554537525477,0.2776733081979797,4,PhD,Rent,Business,0
31.1345838410224,28619.465314109613,8.040151950619085,16437.85144065182,738.0108704075035,0.3122695965804741,4,Bachelor,Rent,Personal,0
28.644589011844435,12012.932135592691,0.3739037810323581,2347.0980593205977,531.7402499266286,0.3988853977269081,2,Master,Mortgage,Personal,0
37.08322508625592,27056.434729736007,2.153687817137295,5283.279618621002,704.4108088953219,0.3343800276636859,1,Bachelor,Rent,Business,0
38.60368715904861,17680.045743520746,2.516043667194039,10544.28977118991,726.6602063173473,0.05243948119272722,4,Bachelor,Mortgage,Home Improvement,0
25.893549128175103,24342.792770929493,0.376538457756656,16253.565933221647,720.1508773690184,0.2591719416357407,5,Bachelor,Rent,Medical,0
47.71065326007033,35550.33727812629,0.2369191636547259,46921.348883862214,463.1663815935429,0.3791417264455535,3,Master,Mortgage,Medical,0
25.199376981593858,11941.799809364153,0.33111105139703184,2889.3297040645475,762.2644395402193,0.047714503685949594,1,Bachelor,Other,Business,0
18.82199386184663,19136.507434410487,0.5668974404104623,4809.584941606247,692.0338366051473,0.06442792960762288,3,High School,Own,Debt Consolidation,0
38.807780713650516,20758.95259527448,0.3684037301151175,1321.965259627064,730.4265741202435,0.26752595111162863,1,Bachelor,Own,Home Improvement,0
26.825918655856604,17032.27775401247,2.2417122796270874,3334.5892725802123,832.9876269203685,0.19088651617642355,2,Bachelor,Rent,Debt Consolidation,0
38.21291470757388,34541.42986007032,1.0923295328579894,1968.1706031604826,729.4332137106734,0.2868366178561236,0,Master,Rent,Debt Consolidation,0
18.0,15364.360000159899,1.543478790980349,5339.899352598049,531.7347369050553,0.3610620873128183,4,High School,Own,Debt Consolidation,0
48.924559414830675,16685.574125600175,0.09698767265695984,6750.065758956122,715.3283440848822,0.13370861139198678,1,High School,Rent,Debt Consolidation,0
41.72293408040402,15444.997346105747,3.9501481064711537,11796.561761719853,499.6383106221032,0.0722142055119542,4,High School,Rent,Debt Consolidation,0
19.995234508369983,38026.08709674651,0.37403686743741105,6381.256980013446,643.7034381162298,0.5131005976161792,3,High School,Mortgage,Personal,0
20.212228761537144,17219.15909581818,0.8930502977155008,11801.11932882192,599.6771200219838,0.3390174623929144,5,High School,Mortgage,Home Improvement,0
51.72265904097527,27723.139249808002,0.1492351204954785,8877.35857241266,651.0150540361518,0.4069982473045284,1,High School,Rent,Debt Consolidation,0
27.626200965020416,59151.22330613267,0.29420182339345596,3545.170151440502,499.0457828211994,0.22137377400761896,1,High School,Mortgage,Personal,0
26.65815151267376,21217.69515905676,2.192027794679283,2102.707408146671,510.5620923631775,0.36208465425288955,3,High School,Rent,Home Improvement,0
18.0,38408.35680451856,2.3591263318676576,12925.347694158943,605.0647584980882,0.43938209550734914,3,Bachelor,Own,Debt Consolidation,0
31.492217943984457,50801.29076718168,2.259992205446859,30248.515504143128,627.7476892615358,0.3332742538189104,3,High School,Own,Debt Consolidation,0
32.722803851642475,36812.61189641192,1.6065348464065858,61593.27733202178,607.4204921118614,0.37543268513553213,5,PhD,Mortgage,Debt Consolidation,0
42.15493096769485,21842.20403261094,6.0949635128817725,17126.183341688484,795.045249801921,0.2665608801234409,2,High School,Other,Debt Consolidation,0
21.009215718155247,30365.242045469793,1.4152110439875527,26004.169500628504,692.3642124457627,0.32310253081736096,1,Bachelor,Mortgage,Debt Consolidation,0
19.797132077593904,11571.618562342326,1.1935370682532325,11721.356083621691,689.6191459759382,0.24181326078649704,4,High School,Own,Home Improvement,0
39.509626347764765,14912.848278329315,0.5688296732810219,10317.61088117356,611.7687658637986,0.25847372014064196,1,High School,Mortgage,Home Improvement,0
45.06730071227065,16279.507856974724,0.20816606234766902,8855.56026309164,510.8168160319498,0.5702696348637352,2,Bachelor,Rent,Debt Consolidation,0
19.288476488821168,67528.57091272926,1.5888318466385933,7445.4045697994015,649.5879215159026,0.30166068549784314,5,Bachelor,Mortgage,Debt Consolidation,0
45.81514086299741,14672.169438752808,0.7563522843421588,13169.531809633007,830.7269966149945,0.18324447014716755,4,PhD,Mortgage,Business,0
35.375418414868214,14563.32446560168,1.4847815044061887,5342.891874538324,672.4379627884153,0.04910621284809011,5,High School,Own,Debt Consolidation,0
45.91805339074646,13069.53867971373,0.46164360320454156,7201.510241196639,761.3192427235226,0.25646909568036597,3,Master,Own,Medical,0
34.29779638482383,29141.130689375528,3.6424507800562127,3157.7877226259916,773.9390887049524,0.17283516034149563,3,High School,Own,Home Improvement,0
18.0,23654.548389418782,16.204939872162026,11848.319655109284,705.9541258948013,0.05464928549434958,7,Bachelor,Rent,Debt Consolidation,0
33.48032617683961,37925.51898049759,0.778406631765979,3762.0600315474676,672.0273971734035,0.7196502683226194,3,Bachelor,Rent,Business,0
45.6014381867127,30811.08580814437,3.6944717244600414,8324.814167557382,551.2268519290328,0.2083171649873312,1,High School,Own,Personal,0
26.062539809162857,11045.794835454652,4.126918072433607,12093.130884802807,629.1552858455227,0.09206672582112363,5,PhD,Rent,Business,0
31.120350310925478,14711.151858679661,11.080160756863233,12948.214032852706,613.9104763812404,0.03204534035125589,1,Bachelor,Mortgage,Business,0
33.23866496449022,43593.54527115411,0.839290738258082,15021.034987769493,682.9995557446148,0.16472797606514794,2,Bachelor,Mortgage,Medical,0
18.0,19897.529906593612,2.821513428899588,6831.959311551798,508.59333925348153,0.42368686231105235,1,High School,Own,Debt Consolidation,1
51.71347575437476,39886.60806255038,0.5196384212018511,11954.356164306511,596.2709304348214,0.08658241791584802,1,Bachelor,Mortgage,Personal,0
25.986243201028255,20438.170328348624,1.9605708087398541,5490.08924071187,690.4015890116408,0.28995180607005305,1,High School,Mortgage,Home Improvement,0
40.05735432472799,13577.533888759144,2.4404928043714595,1674.5521403169887,579.7885180400663,0.6210260097498591,8,Bachelor,Mortgage,Home Improvement,1
34.132988638517915,18927.470495631285,2.7027866404714143,12385.075264738023,558.4390246216299,0.22003125721116915,2,Bachelor,Other,Business,0
47.5761905635936,13574.863672701978,0.46429838273232443,10288.58683411119,570.8584944519479,0.1841881400907655,2,Bachelor,Rent,Home Improvement,0
39.06056122428081,16601.089733706056,3.7773193554663673,18226.991106946334,622.7590620900988,0.26424348384396334,1,Bachelor,Rent,Debt Consolidation,0
32.65075728479025,24354.27927417169,1.0928084044635935,7940.797815244368,411.93084122342736,0.18192502663109944,5,Master,Mortgage,Debt Consolidation,0
26.0648490748072,28447.129699975434,0.4876353867612876,2247.2652408395215,575.3840987338798,0.4417315296229986,2,High School,Rent,Business,0
42.978507013821385,10000.0,1.56409269860184,7530.339247053333,745.2753211676915,0.05831390419211807,0,High School,Own,Debt Consolidation,0
18.0,21836.016013301145,3.980769084375131,16469.48332147748,682.3878580406538,0.1302870949408008,2,High School,Mortgage,Debt Consolidation,0
41.45890420275892,16427.172988373513,6.827830409537179,11858.827987310488,692.003857823002,0.10041704623897577,6,High School,Own,Debt Consolidation,0
24.009552484451273,15927.342979992281,2.758302442220834,7205.531988208891,467.2308834086134,0.21161265710587496,3,High School,Own,Home Improvement,0
47.5228366195664,23537.314915976804,0.011277508413451645,2141.2662051079647,608.5801021944125,0.5106462953671654,3,Master,Mortgage,Debt Consolidation,0
36.61299542662695,16726.90974709529,0.2893597804328444,3565.952350191721,638.412094743873,0.23700858899955016,3,High School,Mortgage,Medical,0
41.44123767850109,43961.476593096464,0.15867954686362762,11870.256417054043,696.436160981294,0.39517803565534,3,High School,Other,Medical,0
35.819888138247194,39895.98367853262,0.21342005833648223,2138.5306891357263,761.0855517895484,0.14134775263420402,3,Bachelor,Rent,Debt Consolidation,0
18.0,39771.82981084776,0.9658858229898871,6281.75116294718,745.4725915800212,0.2150230210051723,3,PhD,Mortgage,Business,0
26.392708366046616,17197.940241938177,0.8264703787980416,8356.02189696581,591.4625033027072,0.3107612277651894,5,PhD,Own,Personal,0
41.72389337611382,13612.592773575445,0.24136567990930086,20331.968406236618,593.7517795441956,0.3114235839277612,9,Bachelor,Mortgage,Home Improvement,0
36.66655817359844,22948.663183198878,4.278134302792381,13247.874996163146,791.2015989061333,0.25716451148841973,7,Bachelor,Own,Debt Consolidation,0
46.809899053056725,20431.351061065114,1.9112462994606219,17505.125211444247,613.9929417713056,0.4067373447996428,5,Bachelor,Own,Debt Consolidation,0
39.03274563037172,16245.7793024714,3.183817980766526,10316.322815642348,541.7405298912947,0.08616061573841209,3,Master,Rent,Business,0
25.3329810929734,12235.939693746706,0.9289956722969006,4120.258628292614,629.2868141996956,0.44013204129423605,3,High School,Own,Business,0
27.03935862279366,21573.932051296557,1.0560656994416122,4959.556625350598,784.9359789285819,0.12277298637588915,5,High School,Mortgage,Business,0
36.02917390523237,17997.088519408142,0.7643407311028013,3842.476227272355,559.5128823159897,0.18385351345611387,5,High School,Own,Home Improvement,0
18.0,31075.453764816524,1.1540256272171197,12998.960523825104,607.1120140226305,0.5744432073025372,3,High School,Other,Medical,1
51.73441885622985,30716.43172594537,1.885152694810109,4651.114860829945,563.6489100857417,0.18764154018320758,1,High School,Mortgage,Business,0
39.41746736377557,38192.70862601184,1.3584254663339956,5912.356427187368,745.639432872567,0.14713491241956894,3,High School,Mortgage,Debt Consolidation,0
47.27034597048872,11735.247796234153,3.639293534911449,8250.202220049523,678.7854063449666,0.03441252345167796,2,High School,Mortgage,Home Improvement,0
19.193960591908308,26917.425765861895,4.607955496773585,30123.171060492292,742.5880244360482,0.015345872204994998,3,High School,Mortgage,Business,0
47.445651603552555,15310.086627768336,1.268563894386427,13707.619517260528,806.5018881555325,0.17838384331183096,5,High School,Rent,Debt Consolidation,0
57.31498911027749,11965.620930836212,0.5482105917321464,4366.500910263934,498.78982210227275,0.11820939839916206,3,High School,Rent,Business,0
21.791216446226827,17777.677593987188,5.807853527121026,9149.716057183987,574.0848627640469,0.06793052939836959,6,Master,Own,Business,0
42.71401794903767,37584.705953239245,2.656342572925537,30365.10627965959,606.6478083207114,0.30135975276154686,2,Master,Mortgage,Debt Consolidation,0
35.01109944687293,18285.08214794741,2.0440086533468382,13255.176876165571,656.8838359623946,0.5028008417154693,0,Bachelor,Rent,Medical,0
19.555661517517557,48181.35165155862,2.7362310725550425,2256.111674273905,700.5897607799059,0.19699634829444768,3,High School,Own,Home Improvement,0
39.928839718518695,28982.261742095743,0.15804698302832967,3896.400499491191,600.854637244933,0.7952446097620245,3,Bachelor,Own,Debt Consolidation,0
43.33603204837348,18087.109125570376,0.14004321727766075,3664.5161921112667,580.8058471378497,0.16215439487103325,1,Master,Rent,Debt Consolidation,0
28.98873447331153,39341.06701401942,0.3323940828870854,25657.311540404786,745.6659432221819,0.3140401246930699,3,High School,Mortgage,Personal,0
46.65916520255223,27520.82819961329,0.3190491105593388,22137.427092473932,704.6097520324957,0.5837487829631608,4,Bachelor,Mortgage,Debt Consolidation,0
18.332365932108022,13817.902400050909,1.0917676704688781,4914.623452634769,681.5881781349236,0.2643959184236448,1,Bachelor,Rent,Medical,0
20.05243853550356,55792.86750956868,0.34253554863293517,4830.647637777173,435.42410365521425,0.15232994858871762,4,High School,Own,Debt Consolidation,0
36.365973955887526,25077.828587258515,3.8555109143185473,8398.038335997504,770.6676498469055,0.28117139308499006,2,Master,Mortgage,Medical,0
35.25385277972272,22234.44842426262,1.7259593709442125,8601.872893753503,668.3969140985988,0.3692913814651275,4,Bachelor,Other,Business,0
27.83426511575895,14360.45697758089,0.9185607273580559,3752.3562558632457,633.8020816043867,0.21887003174319408,4,Bachelor,Own,Home Improvement,1
43.09594435971886,39726.31660361599,0.14432980460578845,6638.859462899853,568.0667358324833,0.15407631222125034,2,Bachelor,Own,Personal,0
40.30894314215949,28527.896545613094,1.7882161720580616,2532.8929427776625,586.7085613944316,0.13726866499810456,2,Bachelor,Rent,Personal,0
43.581390709340155,30170.475422440293,0.24780227258117785,22423.315430041854,560.9085910442053,0.4839788437366478,5,Bachelor,Mortgage,Business,1
33.76863564647732,17089.75308764229,2.719073133967305,1981.7500357059655,450.2425125141157,0.316326990826823,2,Bachelor,Rent,Debt Consolidation,0
41.02580267978341,33424.69529858377,3.246648736459117,1964.2159999711378,568.2478199089145,0.5575698382701885,2,Bachelor,Own,Debt Consolidation,0
30.543496969700055,34749.02512996275,1.570420809891181,11476.211005508938,490.09621029168227,0.22138745307763552,2,High School,Mortgage,Business,0
55.53818690086595,15765.998092149915,0.32410362814601285,3012.4199647639057,643.9532698784326,0.2932872896027742,2,Bachelor,Rent,Business,0
26.874542298780142,10845.493533544062,3.09163766277097,5427.468150111874,534.9239132958082,0.48462896880132345,3,High School,Own,Personal,0
56.05297429458312,29456.99050990056,0.7358409897460298,8523.124593191207,722.9934089111598,0.07301614312720503,2,High School,Own,Business,0
35.34887947089408,10029.906162177691,0.5037372450023565,13908.294446126405,483.5679308148075,0.37401606680293203,2,Bachelor,Mortgage,Debt Consolidation,0
21.244891104312572,23765.919720225487,1.271858180848709,6789.511715306284,769.474494919794,0.16372469674927398,2,Bachelor,Mortgage,Business,0
48.68079350488601,17612.73409632786,5.11873222161804,33635.50343106001,733.6614896609508,0.19582195561872023,2,Bachelor,Mortgage,Debt Consolidation,0
36.25901388394959,40511.15330361653,0.7058590537694653,8100.238697650493,543.3764280382989,0.12181501902898273,1,High School,Other,Debt Consolidation,0
43.51124098380238,18098.38622820602,4.719972975652575,21007.520394187966,640.5732852246897,0.3702928680750487,5,High School,Own,Medical,0
47.238559185425935,38316.52276787848,0.11029259164113851,10125.827573543651,564.5622161804872,0.34466698589896566,2,PhD,Own,Medical,0
38.37955554145025,17032.78470352376,0.1744381535182603,44576.754670326794,707.859934550768,0.5591335601765969,1,Bachelor,Rent,Medical,0
29.077591551871855,36315.33934672308,2.398375376787204,18895.72156386434,829.9856823153509,0.36969296103193383,4,Bachelor,Mortgage,Debt Consolidation,0
44.7571337766925,61708.11791093126,0.42290595984981566,8389.832377166758,768.106401110682,0.6414946644259861,3,PhD,Own,Debt Consolidation,0
35.007555074545955,12912.826914923586,0.7614104097977403,13400.731493630607,581.2271878052629,0.4427981654618046,2,PhD,Rent,Medical,0
41.85857818608419,25489.397512615393,0.2932285886663773,6577.087621179121,661.4634614861029,0.1840399508117142,7,High School,Own,Business,0
18.0,87063.34254557612,0.8076776698127869,6524.242472717095,802.2262323902889,0.08734129527723562,1,Bachelor,Other,Debt Consolidation,0
39.46981717009852,22772.169045847935,0.6582863030985742,2856.268516926027,702.4270765738349,0.07732894497040932,4,Bachelor,Mortgage,Business,0
28.6141417485497,22717.57504841482,2.666171859872439,4244.548437866384,751.0112729888598,0.19102319847151067,4,Master,Own,Personal,0
51.533096371785305,32671.207802182,2.421480558825207,42141.02910366166,715.1228551757431,0.3688216740066693,3,Bachelor,Mortgage,Business,0
41.23087347889095,22483.577482964967,6.198951591317897,3092.6230799613954,657.6258239623754,0.1498902121414619,1,PhD,Rent,Debt Consolidation,0
37.398577458492966,10000.0,2.5777668528798845,4796.327643339907,643.053446525149,0.45348948140954476,3,Bachelor,Mortgage,Debt Consolidation,0
39.86309993350221,38798.764697819446,2.3736922994958203,7517.77171419806,528.9096097916446,0.36540235422901984,2,High School,Own,Business,0
25.015591471232817,10000.0,2.3696734064706346,7720.794592392313,573.4185300059719,0.3636165302986146,3,Bachelor,Mortgage,Debt Consolidation,0
51.232566905280535,17882.970574312963,4.2906064520192615,11014.640878834121,559.8195019794424,0.23475503149242305,4,PhD,Mortgage,Debt Consolidation,0
54.91370418416905,40284.13002931954,0.7026264953281746,5567.5113264067295,614.8653626055399,0.376657306938373,2,High School,Own,Home Improvement,0
38.92913510548216,18429.88453668331,0.7136130743186359,11571.507361528582,659.9548022118694,0.20837068968067637,3,PhD,Mortgage,Business,0
50.90403568573639,15570.7861326373,2.7035061566164744,20209.505720367848,639.2065899368696,0.06762958463485494,7,High School,Own,Debt Consolidation,0
29.30851801327466,34188.067292216765,0.5193690728862216,22321.505728746415,671.5863806318584,0.028185784900308358,5,PhD,Mortgage,Debt Consolidation,0
27.028864337750193,14392.2134486503,4.861291620416603,6541.949962999125,716.4235205713297,0.25985819013711337,2,Bachelor,Mortgage,Medical,0
35.40924748728923,11954.78792390624,1.5304971502342941,13214.562803281948,608.4414324543221,0.09749955306146119,3,Bachelor,Own,Debt Consolidation,0
39.349410383678986,25267.063628934626,0.7137068571404239,3239.2370487856974,723.7996637175834,0.5161997066980936,2,PhD,Own,Personal,0
31.060133187568795,20101.271500820494,2.993110882706562,4548.838314182463,763.8166884156506,0.3164437127032292,5,High School,Rent,Business,0
40.37768190368484,11827.273332868768,0.7488651629416987,3168.499088371969,691.5148565661032,0.11695016139352131,4,Master,Mortgage,Home Improvement,0
38.06389482073414,30287.073096839125,6.608775765808061,7811.905920616989,595.5472262709663,0.152982871970652,5,Bachelor,Own,Debt Consolidation,0
25.01693224708945,27784.78375225914,8.147814828434097,4074.9941044453735,744.6677888139608,0.4915988456264468,1,Bachelor,Other,Personal,0
40.18793017451721,18400.304487561305,2.1980021802803917,2400.5307865743175,698.2648110224244,0.2717258519807668,3,Bachelor,Other,Home Improvement,0
43.63528242521521,19040.698563609505,0.2412503934829726,5950.293481440341,711.8824291250755,0.7212722892326103,3,Master,Mortgage,Business,0
36.71469317590391,27866.941450071838,0.6109016108465821,2032.7259004428508,803.5171493953096,0.5864119099040297,4,High School,Own,Business,0
46.52648103261693,39941.881334382495,1.4489329474434283,23429.57712547131,720.9442683468023,0.14940457776201432,5,High School,Other,Debt Consolidation,0
22.82596206503048,19122.16466598656,3.813633023886068,5187.367131496211,807.4271053489724,0.5657985148953297,5,Bachelor,Own,Debt Consolidation,0
39.67950422131852,30556.8525806035,0.40885581576461405,17823.13941003103,635.1502799772036,0.36445084277098844,5,Master,Mortgage,Debt Consolidation,0
23.297192936032253,29219.749388077646,0.22053051299165363,5466.238549556889,606.857128613999,0.26606502982590835,2,PhD,Mortgage,Personal,0
23.859186417669125,34188.808968371486,0.15479363583439454,3115.2034411190575,764.892906922318,0.1345354367506332,4,PhD,Own,Debt Consolidation,0
28.6906916626221,22463.669614187278,1.414360621348024,20752.441410702137,551.4253928444107,0.2734190596141718,5,Bachelor,Own,Personal,0
25.57939816425755,13958.40678936136,4.320452522126869,8698.995746004319,838.840939030455,0.3938836370517144,2,Bachelor,Mortgage,Debt Consolidation,0
29.520041812588623,17478.912326690788,0.08656512731973962,36663.149498223516,780.1907380846749,0.10942977772353903,5,PhD,Mortgage,Medical,0
32.85849689288811,26145.352600869992,0.47733062091460365,5579.093901875949,658.761502161996,0.4160472495894069,1,High School,Own,Debt Consolidation,0
43.371544863313844,54678.84617411097,2.363490134350183,5676.304934642627,770.1273634703977,0.1732499148497752,2,Master,Rent,Debt Consolidation,0
31.788409612942974,17291.84338039642,3.495830864219465,18102.995010802013,716.2333328243903,0.042718183289448215,3,Bachelor,Own,Personal,0
19.14374293230407,32938.37669197656,3.294274671383106,18204.099963220713,520.996821408279,0.26193384115223006,3,High School,Other,Personal,1
46.4006784649516,18694.259454313942,3.0748676932831804,9161.308613605393,568.3708841464572,0.6577017227394616,3,Master,Other,Debt Consolidation,1
26.629098663849604,23277.310758893105,0.2780639595960394,116799.55644936765,678.5747262816107,0.07030261209556428,5,High School,Rent,Debt Consolidation,0
34.41279572895371,46990.3891979284,1.0124643203936246,6474.012505562918,665.9543580779141,0.2775331596496101,4,High School,Own,Personal,0
39.46536506940711,32278.16552570262,8.365651717821379,2934.902202036613,780.812859285352,0.15517806934584924,3,Bachelor,Rent,Debt Consolidation,0
36.99610418402783,11841.319703010166,8.999382240571066,3633.5156875928583,680.2057507327474,0.03692079204594776,2,Bachelor,Mortgage,Medical,0
45.941795475214754,16543.730513439255,1.8447553996358124,6504.232569539466,523.1281951431611,0.4266525118114795,3,High School,Rent,Personal,0
39.79003143392759,41279.06180151457,2.4707013258472896,27310.321984765393,595.4672354273772,0.3288152566258976,5,Bachelor,Own,Home Improvement,0
26.38690420302892,23645.75821831317,6.043487158173346,6980.842638251452,724.3063739268802,0.22034240938312483,0,High School,Rent,Business,0
56.78562173991662,12401.589640511584,1.1954116959538095,28363.026118046128,467.7384405673254,0.15094992192722953,3,PhD,Rent,Business,0
36.943334633382335,14625.528051199022,0.2943726431281305,11470.572162864339,508.86411063085563,0.5928595893140146,1,PhD,Mortgage,Business,0
33.52659773378494,31311.68912723133,2.2109649217955165,19277.52979111099,612.7345153537219,0.42709316381847506,2,Bachelor,Mortgage,Home Improvement,0
44.63925423055571,36214.147653044005,6.442873447370613,11045.01972028221,742.6715277036199,0.17800309545603565,3,Master,Own,Home Improvement,0
37.49450945930072,22223.990793642402,2.3894057653503347,10975.25426465741,628.3251908265692,0.4098454590771446,2,Master,Own,Home Improvement,0
38.99228192939327,75936.81565061632,3.252365933391,14796.833451562576,696.0932635468907,0.20360885838910997,4,Bachelor,Own,Debt Consolidation,0
59.92183998600687,33258.850187779964,1.098955517612359,5149.388322797177,650.4814950511857,0.2765310712173174,4,Master,Rent,Debt Consolidation,0
32.248785717449536,19501.749630806204,0.20287677707212737,5194.881871348085,635.914791195608,0.38744789158857285,4,Master,Mortgage,Debt Consolidation,0
31.822391059826042,14649.287463378427,0.36996720150612,10717.547054853458,584.6213436287317,0.0654358806569276,1,PhD,Own,Debt Consolidation,0
36.16578512012464,13528.554079023374,8.108882329933271,38287.89931251954,733.9825631313934,0.2891205124835371,3,High School,Own,Home Improvement,0
45.715159355810385,26048.37487087232,1.3592157717133175,2362.3151662195028,524.5732116257568,0.29982020872031245,1,Master,Mortgage,Personal,0
19.93465969809601,17250.759966935486,0.024186843423609706,1598.2291346646264,626.6342915590129,0.3880051937487351,3,Bachelor,Own,Business,0
18.0,50862.02620183313,6.218576146055516,6561.699582086154,764.6129338026726,0.24676755103297124,0,High School,Mortgage,Debt Consolidation,0
29.128847293798525,45851.16569487059,1.377433666001986,18484.31224184828,573.5754102526892,0.08743734159865953,4,High School,Mortgage,Personal,0
18.660770409407128,30228.282560815325,3.619053533519739,8443.066648246686,494.3662650040996,0.33449105767782283,6,Master,Mortgage,Personal,0
30.751686524743615,12216.000813867613,1.5901744035107543,3179.6808927524844,438.3172443213151,0.5738601593229021,5,Bachelor,Mortgage,Debt Consolidation,0
40.0249969612929,15738.89889569893,0.21450746593715356,8632.373692160572,716.6274605952026,0.2052236396647597,2,Master,Other,Business,0
26.092511364477364,41267.839164485296,1.9119849484930078,2025.600400549508,723.3615611789444,0.15403335474092017,5,Bachelor,Rent,Home Improvement,0
20.731734232186575,16621.742394065284,11.904700232750537,13401.657183452342,615.5769779378054,0.1571998061166954,1,Bachelor,Own,Medical,0
35.69337161715348,38602.443901526734,0.07071097345286544,6327.835963850282,522.8971644089629,0.44057220218205023,3,Master,Mortgage,Personal,0
43.625434846151705,27925.6796351912,3.687717092321866,7588.384488455602,635.39029607191,0.1352427703120611,2,PhD,Rent,Debt Consolidation,0
18.050265614833872,22603.47517866441,0.5370162675712825,11404.32988116702,767.8094468360996,0.07663999026266065,6,Bachelor,Mortgage,Medical,0
43.20232398305984,15499.81850574919,1.0013091253503605,9552.432698860937,523.070308370764,0.5060068504696346,6,Bachelor,Mortgage,Medical,0
43.17306203738326,21012.611377487512,0.9326910940621143,5255.299846789032,755.8174419672355,0.16134717830838916,2,PhD,Mortgage,Debt Consolidation,0
44.54085102156628,24217.334985832767,4.581257595799299,18525.256016396343,480.47709933804913,0.16899720912361954,2,Bachelor,Mortgage,Medical,0
47.18480214871686,36911.168335390386,1.4043201048109306,15329.67929738432,536.3016339961853,0.358252896506948,9,Bachelor,Own,Debt Consolidation,0
57.02013924659616,14145.222303823606,1.1854249864018738,1959.7508880643563,660.9277009750522,0.2688417817099045,6,High School,Mortgage,Personal,0
31.439079513809446,19314.11739490626,3.4077731241288296,6739.937041384986,744.7652533715104,0.11674688839277053,0,PhD,Rent,Business,0
36.09571580077858,22525.68665106905,0.10028714126223538,3414.4461081488425,797.1642703053113,0.43539398627616527,2,High School,Rent,Home Improvement,0
30.835615667519747,30679.169299989113,0.18084816569263618,2938.2032105944463,749.1756518813495,0.2363445704370079,2,High School,Rent,Debt Consolidation,0
35.01976844755811,13985.380755234808,0.04385503458110496,12432.96757299238,805.2264914354865,0.29608600781989713,2,High School,Rent,Home Improvement,0
50.32873355636312,11403.950432893478,2.329394595652487,5794.074147094976,668.2060487929605,0.5120770577710188,8,High School,Own,Debt Consolidation,0
21.549855160693312,30852.793486656337,1.4914768952854593,7228.470045840257,587.8412066345978,0.20159870431532695,0,Master,Own,Medical,0
26.389503278344243,10311.60709870866,4.1753043274401,4742.179186271311,768.4086369123982,0.33618728708781515,2,Bachelor,Mortgage,Home Improvement,0
48.77180936504561,41876.90905163924,1.3804345657007537,10895.883782429926,786.3504019697541,0.47545285423156664,0,Bachelor,Own,Debt Consolidation,0
45.2003650690209,20374.450150340097,0.501593740148227,13942.228123782528,743.0823059757589,0.4695725526590238,3,PhD,Other,Home Improvement,0
31.36868353182922,10160.210697524575,3.271023531316812,45991.13274061721,711.2560683774101,0.16844654893218688,5,High School,Own,Business,1
43.544020011207195,17322.99156403559,0.6971977275502376,7010.894591771122,789.1971656845203,0.2776400866068277,5,High School,Mortgage,Personal,0
38.412158424920335,26623.826223421045,5.4880735027547916,2543.4228209952757,684.1971155126446,0.37536794225793507,2,Bachelor,Rent,Debt Consolidation,0
50.00274609000988,16876.0284019654,0.5764948320626774,5414.766554741801,647.9468784190794,0.1303360072395152,2,Bachelor,Own,Debt Consolidation,0
35.745095938267724,22248.166382253967,0.3671742815038696,15956.921072004689,722.5521465998823,0.19214903013948917,5,High School,Rent,Medical,0
45.25632113872582,31889.72647581298,1.359767032344092,4367.228375660646,697.7579671401569,0.21111736622110402,2,Bachelor,Rent,Home Improvement,0
61.4201191049262,19908.555288204858,0.10367134177891685,2475.7481705070945,738.5291121668075,0.12543602816442026,1,High School,Mortgage,Home Improvement,0
40.98099155047466,13786.858871410794,0.07418235968332924,4440.6047493932865,636.8063669226829,0.39763667873197694,4,PhD,Rent,Personal,0
35.49328165794844,18967.988117857436,1.3704157419221217,5288.591677113679,740.9250314164901,0.27104979297467224,3,Master,Mortgage,Debt Consolidation,0
42.22446985220979,44686.20268678051,0.4844154486964393,3407.943678763658,735.7616465476261,0.05617728952411629,2,Bachelor,Mortgage,Debt Consolidation,0
31.347191417961152,51150.736631125044,0.018793297884848095,9642.938948265471,671.3349276011397,0.2909429238342073,3,Bachelor,Rent,Personal,0
58.87967705524732,10000.0,0.7021155323868502,7606.680665126795,574.9698688954281,0.36698647242185317,1,High School,Mortgage,Home Improvement,0
36.80071037695981,38006.55616921963,1.2977529182521421,15241.300993963308,774.0624318590944,0.446375286218109,4,Master,Rent,Home Improvement,0
32.27066679774487,24961.099151137172,1.002703622959933,5672.085442786941,529.0342538991571,0.2930681136665028,6,High School,Rent,Debt Consolidation,0
26.643109949799637,34961.101599635,0.29113730966005386,12663.154241397662,554.2294227215955,0.3189325612209752,5,Master,Own,Home Improvement,0
45.972201916064385,16726.60542399363,1.7334532956206476,5465.3495753714205,666.8022847627387,0.3405106226892472,1,Bachelor,Mortgage,Debt Consolidation,0
43.67187412827739,10000.0,2.4780465221540995,3282.3342522992184,399.2100499294327,0.56838979941573,4,Bachelor,Rent,Home Improvement,0
30.02645628585907,29502.916278014265,2.2511808695072397,5247.907432285514,804.2959334173498,0.18114747563903916,3,Bachelor,Own,Business,0
40.764513451224225,13759.865948962146,1.0009650017923815,2220.2747950493053,651.4692239452758,0.22754409569785294,4,Master,Own,Debt Consolidation,0
19.914440317871435,11002.235784432034,0.2960632318192394,33879.74126689486,803.9483242626576,0.4616788196449223,5,Bachelor,Rent,Home Improvement,0
36.849705750731566,11393.511535139642,1.3842425079681506,9081.546697549997,830.4033599559732,0.4167255057987069,0,Bachelor,Rent,Personal,0
39.52756352076695,29746.206528834664,4.422415362553727,4288.423610938498,634.5168658603296,0.048116748080267266,4,High School,Own,Debt Consolidation,0
52.07329809559223,23617.098302128077,1.264942904348294,5990.227498918563,784.8751054150484,0.16621182094310313,1,High School,Mortgage,Debt Consolidation,0
27.291811972713106,32572.80481032916,0.43551876833602,1140.9640174732197,543.9888572809753,0.06246121398194394,0,High School,Own,Home Improvement,0
22.216473711976757,30777.452132604405,0.19534319832951375,25526.75967820541,693.329712221373,0.6184672932030357,3,Master,Rent,Debt Consolidation,0
26.045720390749583,17845.97403851505,5.76218882328839,23605.580746583408,602.6610350261578,0.5907564695139356,5,High School,Rent,Debt Consolidation,0
21.6343149968508,21263.83907695864,2.7174316103462126,8831.088185563554,719.6485901796948,0.1885559825455991,3,Bachelor,Own,Debt Consolidation,0
48.36657357758983,17056.407790692556,0.7507458264871014,10462.679141013079,738.2573507075117,0.2999420602071009,3,PhD,Own,Medical,0
50.486392950240365,19827.7175407863,0.7001149362053988,2939.0996691771725,634.0092098752353,0.3924122075199951,2,PhD,Mortgage,Business,0
38.20216577948829,13580.261144509159,4.51175584536059,3115.1235202045805,704.4821339119796,0.24375217120203518,3,Master,Own,Debt Consolidation,0
47.21294945685148,26775.488691617786,0.3909795200777947,2084.247339162884,744.4706302892203,0.11157767672085234,1,Bachelor,Mortgage,Debt Consolidation,0
36.339583805802356,37705.46693611124,1.5315961388403383,7123.436421079015,668.7820135282949,0.5337255774138213,2,Bachelor,Own,Medical,0
34.04888352299234,14642.645651510566,2.500063330060961,18936.154758859273,850.0,0.038449068996512174,3,High School,Rent,Medical,1
31.669623809462383,41799.29794094684,1.009655136127836,5963.592202501968,636.2861375893457,0.1729019554901231,3,High School,Mortgage,Debt Consolidation,0
31.896090086224344,23312.867684217894,0.08144054635286073,10701.686920468117,815.5856278270332,0.3562039037133531,2,High School,Own,Debt Consolidation,0
19.521984436909687,24848.172515652033,0.5169167205755487,17730.952425270632,764.5391266665531,0.796156249292821,5,Bachelor,Mortgage,Business,0
37.64254763607339,10000.0,4.641663866134494,2209.937376351037,464.0104554988552,0.12378598961167714,3,Bachelor,Rent,Home Improvement,0
34.596660897859564,10000.0,1.4809764511459376,35470.34734294386,799.297340792909,0.571140540076301,1,High School,Other,Business,0
42.45360724077876,23672.23642077806,3.3795748379508663,20452.416279031666,757.3944992978747,0.3183159216328737,2,High School,Other,Medical,0
35.9352349643861,32691.358709555905,1.6224454605465666,12223.482481047362,661.414591877328,0.05107415713348708,2,Master,Mortgage,Debt Consolidation,0
33.37296298430908,15745.49825277804,5.750646558376126,16971.243372971996,686.8873489407493,0.4263856520632712,3,High School,Own,Debt Consolidation,0
26.288069699923692,50769.291375060224,4.796740433383328,17621.253586540075,699.2790928387234,0.05818348991202113,2,Bachelor,Mortgage,Personal,0
35.721532368217616,31807.837069371933,1.3189917494931835,10240.563324840608,787.5308643403814,0.1415569420470479,1,High School,Rent,Debt Consolidation,0
42.38237230816162,13986.241482713089,0.7662549974162813,25402.99507297868,608.6923465808255,0.1742152000450554,2,Bachelor,Other,Home Improvement,0
23.566610089161394,22368.84303210249,1.8409428543580013,5641.31075639125,808.6002421012981,0.2920773305377934,2,Bachelor,Own,Debt Consolidation,0
35.874737536807395,75998.17203906963,2.2471691229867816,11724.652603267128,541.5941263493777,0.4469115836989248,7,PhD,Mortgage,Personal,0
37.33042951529484,11833.834033615556,1.3797255295293251,23325.774759377902,473.9866531833278,0.0347431667196969,1,High School,Mortgage,Home Improvement,0
27.819352163817356,28685.15353462395,3.4551282512581323,1000.0,709.3485821766303,0.3943280950759533,6,Master,Rent,Home Improvement,0
29.12143695092,18743.976447254663,0.40503674487369956,11503.086582064625,775.902619127605,0.1970419403300585,1,Master,Own,Business,0
37.306108487662144,31365.007682180578,0.8141683280163058,14467.84649074363,632.0416619250187,0.11231884057150492,1,High School,Rent,Home Improvement,0
23.665789817073772,41507.807587373376,2.3191232045935903,2065.7464297903966,423.5781360917473,0.1584161691970624,3,Bachelor,Rent,Debt Consolidation,0
38.499237152493926,18158.27131364457,0.566540611610003,10152.305167808694,500.90596904807444,0.3657783520761706,2,Master,Own,Debt Consolidation,0
26.046456263408,38540.161632675685,1.1590825840818697,4294.262960904103,693.6283838265059,0.4428968284034005,2,Master,Mortgage,Personal,0
45.62853693033216,66876.41863025344,6.63372422908107,11130.507328129992,648.9945047817222,0.5287733005881574,5,Bachelor,Mortgage,Debt Consolidation,0
58.378277453883,22768.59307638595,1.9663358254198904,7510.073734392236,778.4280450983013,0.21468857221206344,3,Bachelor,Rent,Personal,0
26.392431982981805,32612.285224634736,5.954105048629375,3800.6883143387963,657.2924396326239,0.0998827915482427,3,Bachelor,Rent,Debt Consolidation,0
40.342078623746744,16395.78575936241,2.5634464172441565,19687.337289650433,575.9411707725709,0.1868697624324951,1,High School,Rent,Medical,0
27.732580951179806,22239.59759644072,2.579546336446374,5798.230018915309,680.9081124114705,0.2885297049654494,6,Master,Mortgage,Personal,0
45.4095417379779,20164.16813707284,1.7922762027029224,10056.465452200511,751.5612059260745,0.3673371718743322,3,High School,Rent,Personal,0
22.34741590914785,32809.32204984517,0.30678865310341297,23184.473751954836,785.1234430541888,0.31350277590633446,4,PhD,Mortgage,Business,0
39.805867584277124,40228.78116752371,1.4667482496749678,3891.8675231966704,638.8990641740877,0.0842081575455802,5,Master,Mortgage,Home Improvement,0
26.270110331106473,20851.320852105015,0.582486680499128,8155.431274903796,656.742419563284,0.29399457810619906,0,Master,Mortgage,Debt Consolidation,0
32.930154109016314,47420.572042626205,13.248997496540637,5452.002677744484,727.927193165169,0.12956782999170421,1,Master,Rent,Debt Consolidation,0
24.689747248526928,47335.87391714782,0.6211153099598312,6517.566078413871,575.139166581419,0.4727654698981758,5,Bachelor,Own,Debt Consolidation,0
43.223504708957535,33638.51171532607,0.5245117336852179,45472.73371611682,723.6773408501651,0.15247690189807023,2,High School,Rent,Home Improvement,0
26.63019645560413,17017.316702380966,1.9557108524371642,11677.517690024139,626.7959318669486,0.2598408489395313,3,Bachelor,Mortgage,Debt Consolidation,0
40.519642593318274,16221.383040402581,1.430576237085975,10413.664753481444,642.4424295673759,0.2392579188711614,4,Bachelor,Mortgage,Debt Consolidation,0
31.55901971737667,14673.659910234474,0.04316836969485933,12323.581082670262,650.2676405258312,0.07662922731765189,6,High School,Own,Personal,0
33.855276282011374,35404.10437221903,0.27745127073628145,11432.411358840875,662.9589893026987,0.35933984189655394,1,Bachelor,Rent,Debt Consolidation,0
36.477559074001285,12017.460300100529,3.3324709903482694,1880.6056699590165,841.3783880100867,0.057778238552237786,6,Bachelor,Mortgage,Home Improvement,0
27.381753283411513,30897.137685421207,1.3221034109555554,50889.33521986952,603.1018324409257,0.2836722099814196,2,High School,Other,Medical,0
37.10367113540887,12828.76669185693,0.3156838026085612,2511.1708058658987,608.2506035361693,0.5075495568956888,5,Bachelor,Mortgage,Debt Consolidation,0
50.30334564354411,33248.77023282215,1.2518840467515404,32405.239861375885,794.6737590147864,0.19662040951231755,1,High School,Mortgage,Home Improvement,0
27.219052141672858,22216.927812377675,0.5837793790267976,13285.284751401981,694.4690845294767,0.42873099610621596,5,High School,Other,Medical,0
46.71810143273845,42908.245143226275,0.5061528593913049,9363.956793637088,726.7555710065899,0.41727228133605276,2,Master,Own,Medical,0
49.980976334877845,38977.010976148726,6.327131846857826,6346.203373492469,546.974948841839,0.37532886180116987,6,Master,Mortgage,Debt Consolidation,0
26.83845010971956,45140.390716807866,0.8989108794540059,65129.21123711207,674.64341788142,0.4074751859861506,2,Bachelor,Mortgage,Debt Consolidation,0
20.44945394909448,45725.406308919206,0.09508720271550672,13142.304381204089,731.037574663115,0.09075541223575176,3,Master,Mortgage,Medical,0
38.01960900171765,23666.4903421074,7.035013410549478,8218.561329043903,582.5630370430372,0.1231524077543108,3,Master,Mortgage,Personal,0
29.52592477233127,12340.026769540496,3.1679260875974995,5280.572698227478,712.8492861439388,0.11525542851045638,3,High School,Mortgage,Debt Consolidation,0
53.68603219163002,13013.446818454478,0.5871677251134094,4797.649478614136,629.5602480210196,0.3942035462282367,0,Master,Mortgage,Personal,0
35.34807540499832,10000.0,1.051512515038485,8437.89946228028,585.4579208469253,0.12063595833580483,5,Bachelor,Own,Business,0
26.978005919648208,12812.3788892014,3.9652043302244304,3848.8034034405428,751.3191442903988,0.43207389952294184,3,Bachelor,Mortgage,Debt Consolidation,0
23.528404889882886,22797.6292404084,0.8845077419910138,13956.782061013275,763.7913127486494,0.14945167740082352,4,PhD,Rent,Debt Consolidation,0
45.899049590908305,16650.123446535123,1.6759022180529513,4834.273346004322,662.8728888910694,0.08843847073352525,3,PhD,Own,Debt Consolidation,0
29.288160259158133,20129.309133371327,1.5308202271696274,18105.380016295134,695.0704395268884,0.24793701032980128,0,High School,Mortgage,Home Improvement,0
35.43828799460428,28179.716067585283,1.0259710714907304,17784.274754340848,782.4589076502093,0.21055523668201745,2,Bachelor,Mortgage,Debt Consolidation,0
44.55802745112481,18919.858637122983,2.0405371955197182,7751.576001459907,610.4512941601884,0.6053196252886951,3,High School,Own,Personal,0
30.157416480691698,12570.21744037301,1.2822131327180097,12890.447135440205,684.8581567353334,0.42603829034955093,4,Bachelor,Mortgage,Home Improvement,0
34.540711712598394,21447.924638348173,0.0429181999946347,13417.178300113204,611.3656546802608,0.3886019517924761,5,High School,Mortgage,Debt Consolidation,0
34.8343159017748,14055.298999031591,3.3681408958874246,2515.2681891263246,548.1542001090786,0.09934867292063669,1,High School,Own,Personal,0
41.83324511516092,19237.307113544135,0.2401718818125131,32381.883395095487,610.5352197716004,0.31127911285517135,3,Bachelor,Own,Debt Consolidation,0
40.907443355103254,43104.750145500184,1.247577827003931,6603.829774387735,537.5056444465524,0.14639233473615756,2,Bachelor,Own,Debt Consolidation,0
32.79886268745172,19240.01200061155,1.734528767042031,14135.700273795695,692.5555988691872,0.2587572159424588,1,Bachelor,Mortgage,Personal,0
35.636490614965176,53395.34114538779,2.4449936672684025,14456.491173642891,572.781975493754,0.52399163113228,2,High School,Own,Debt Consolidation,0
31.282209884765116,45063.054246999156,1.0579674280885332,1105.8508600828495,510.2946267007335,0.2758512336058904,6,High School,Mortgage,Medical,0
20.223875930805555,16487.327684842876,2.6601947205871816,4790.818938678614,724.2706845725646,0.5960839962636589,2,Master,Mortgage,Debt Consolidation,0
37.57600857398129,12637.680129427259,0.2816301883424767,15871.733778259282,717.7672870093443,0.1288432183640433,1,High School,Rent,Home Improvement,0
53.92191760833067,21455.21286929036,2.1194306497018585,8516.851144641938,616.9735000502097,0.5177121498833711,2,Master,Rent,Business,1
26.162808593089373,39209.08980578161,3.5012994780026756,14061.213482466814,720.3201711340375,0.2174313127973351,1,Bachelor,Rent,Debt Consolidation,0
27.26970290397297,17238.569185373566,4.404465706754832,8724.524518652637,569.3904059687628,0.3697641921753885,2,PhD,Mortgage,Personal,0
26.292722283562586,34684.394866893985,1.732937895034236,21666.128794721542,612.7683563078856,0.2861474016340289,6,PhD,Mortgage,Personal,0
42.24591778723123,40304.564097750255,0.7505368965705127,8877.072522609604,690.7330144137991,0.32272361325843507,3,Bachelor,Mortgage,Personal,0
39.4848545419644,14957.784936425529,0.35671447830307457,25318.009955738526,753.3801821386706,0.06352727883367076,1,Bachelor,Own,Debt Consolidation,0
33.414623075835436,15708.770341687496,0.8479469304718648,3699.589469289528,611.7560642790265,0.22992067333324048,5,Bachelor,Rent,Debt Consolidation,0
25.819809383610348,31455.559402561797,1.5529461610338877,7316.504345156232,590.4090231065431,0.05447853319620929,4,Master,Own,Personal,0
35.92376791639924,23763.920755394338,0.43713364106401315,5040.599715385115,748.2507038622211,0.28371094535852576,5,High School,Mortgage,Personal,0
19.353778726641956,15630.340945795104,6.094678842506909,11057.993634485509,711.2686417814338,0.14488146443694214,6,Bachelor,Other,Debt Consolidation,0
36.43426566857493,18470.123800150533,4.548683998687757,6483.823386274989,664.8723500156793,0.1399477023247722,1,Bachelor,Mortgage,Home Improvement,0
43.71524386087934,21263.350239144453,0.06702503719792827,6743.866137267639,768.1118848223294,0.25992848217930137,6,PhD,Own,Personal,0
22.48800863366322,10072.586326295721,1.6508983075138723,4610.939491134395,844.7005514478067,0.09362447275460677,3,Bachelor,Mortgage,Personal,0
19.674817231703365,32299.969122203132,3.114723356590589,5604.984591601003,686.5916778528302,0.10504873011087325,8,High School,Rent,Debt Consolidation,0
50.794378916948595,17337.96536047593,0.563113633539526,8036.736315611394,591.0128233134336,0.3077490109441681,4,Bachelor,Own,Home Improvement,0
28.88240360495415,10000.0,1.484238898668353,1608.2853316501478,699.7309106537526,0.39981288859371295,3,Master,Mortgage,Debt Consolidation,0
46.35947845943822,21765.13193675832,1.0417245874707886,1285.096273038013,568.00661134472,0.15684885828574185,7,High School,Own,Home Improvement,0
33.460023348021686,15202.487892110234,0.4376713476590129,8495.71122896245,774.2162766179297,0.2927709938295092,2,Bachelor,Mortgage,Debt Consolidation,0
33.38045183058672,51246.93529810935,1.9076601148585357,1000.0,579.8350566170583,0.18482196956776817,1,High School,Rent,Medical,0
39.38412699496645,16436.791569206092,10.131928834623118,6942.978766951738,630.6859574096559,0.29135573115875135,1,Bachelor,Mortgage,Debt Consolidation,0
26.160011432535594,12723.148351909977,0.9091655216740689,5992.530110821043,566.2323568256613,0.1323027053779931,4,Bachelor,Rent,Home Improvement,0
36.32497143495645,28394.942717957536,1.6076168104358797,12501.829791391228,668.2173265770865,0.47488440944328425,8,Bachelor,Own,Debt Consolidation,0
31.185105851759072,15831.807305369648,0.7945614285001479,4733.334951363093,671.7454287935021,0.01050754859254043,8,High School,Rent,Home Improvement,0
21.795065565949685,14917.225520191785,4.190306522539166,28441.70450340253,724.264595423364,0.5014713830669733,7,Master,Mortgage,Debt Consolidation,0
38.37482074726399,28417.223210673383,3.999083725495697,15971.007058034245,661.9642187960995,0.3382868459778743,1,PhD,Rent,Business,0
32.36692193122084,13092.127129621067,0.3939123761285895,2416.7157629526355,654.6267047693029,0.11010816652126898,3,Bachelor,Rent,Personal,0
33.429751715552925,10629.231474150998,4.604147932044603,6454.435926972617,592.6119911605615,0.03307447378370268,3,PhD,Mortgage,Personal,0
22.89839056585842,52208.416737095205,0.32859092155804115,27494.68838457644,621.3652690573283,0.46125013531325604,1,High School,Rent,Debt Consolidation,0
50.914003677628045,29429.39750263493,0.20061319344111447,4637.331980690006,510.70870190133945,0.36669467381847237,7,High School,Mortgage,Debt Consolidation,0
43.76714186386116,19300.675176179564,2.1164841788247575,7767.364059938667,789.3700908019309,0.28552084144578727,5,High School,Mortgage,Home Improvement,0
44.641558841719785,21988.20374545651,0.97520836732946,24916.9122988441,640.5698177539572,0.17350522438981622,2,Bachelor,Mortgage,Debt Consolidation,0
31.94555297558318,28365.593098421665,1.5131991156347702,5258.0920255849305,814.0696431603469,0.559826440010324,3,High School,Mortgage,Home Improvement,0
18.0,35834.58346995119,2.1143886475067792,19898.188015438926,637.8970952522598,0.1003535655859547,6,Bachelor,Own,Home Improvement,0
54.52917382489511,15093.39265226546,0.10856865834706138,3912.767949149854,459.7875681429647,0.5243919065958363,1,PhD,Own,Debt Consolidation,0
34.38902491994132,26451.63534022217,0.6933167583968899,1000.0,604.9606077592528,0.4796923852532034,2,PhD,Own,Debt Consolidation,0
27.512002039799462,17096.822592049564,1.2357318091344163,21651.357924562282,649.7393768994178,0.23527656776387443,4,PhD,Own,Personal,0
39.16801574483114,20040.47740948605,0.6200937132128603,11510.19026567148,656.5350361720597,0.07164459772660947,0,Master,Mortgage,Medical,0
46.67120788003297,23869.253224399632,0.10042225351710571,12132.601173196184,717.6837226762982,0.17530526940695232,3,High School,Rent,Debt Consolidation,0
34.76949443914534,21953.035784511143,0.18133042986059755,3379.9958712605826,667.3880484456071,0.40927613758449105,4,High School,Rent,Debt Consolidation,0
47.78575167939374,31817.872816902356,3.2364313364570747,3602.26432830015,616.3003736547521,0.3694049885059045,3,High School,Own,Debt Consolidation,0
45.82999938516868,28100.51772579979,4.846947975974916,20340.092469640775,558.5010297647963,0.49768551738172656,4,Bachelor,Rent,Medical,0
24.236188125979417,10362.153855487977,0.3302996036670504,9843.492401443715,609.3631640737967,0.4691341671753799,2,PhD,Mortgage,Medical,0
28.262098943405235,11171.13386173804,0.5733969987474431,7376.35692511298,710.4525843608734,0.285050187899597,1,Bachelor,Rent,Debt Consolidation,0
44.575371632797676,18308.883489360185,2.1125394728148494,9669.591366463634,735.8412709101727,0.3532188012651402,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,54957.34573377981,6.1700791614758055,27086.87098585402,582.6142986126152,0.33185763180154615,4,High School,Rent,Debt Consolidation,1
33.50544306835011,14388.780986493224,0.7121779716722095,14457.239646041275,750.6996456212765,0.1536774117321639,1,Bachelor,Mortgage,Business,0
20.691687983753283,19848.59782722998,3.8649918145967046,5542.95949562927,706.9064073822782,0.2880696717281849,2,PhD,Own,Home Improvement,0
30.23446198566475,16845.300360500696,1.4105393011800182,2636.5056741059047,561.2915798788143,0.17604943045869348,4,PhD,Rent,Medical,0
32.01179910970796,16696.89090895411,6.272686550271749,12970.63207140902,674.6705050556584,0.22568238978604963,5,Bachelor,Own,Debt Consolidation,0
31.417556220924922,24079.589982007674,0.29296386562194165,3869.2872328101407,686.9767062992806,0.5623575757374315,1,Master,Own,Home Improvement,0
29.477387478873915,44373.09685564179,7.274274784682038,3146.665028618,543.5557198786837,0.4618189629060103,3,High School,Other,Personal,0
24.028563503711858,27666.683317292533,1.1631351473895222,23216.05512356204,514.1362372609316,0.40575414313073893,3,PhD,Rent,Debt Consolidation,0
57.91911266818686,14738.737625285408,6.112595387361884,16283.776711799817,697.3819045403836,0.27784146648950836,4,Bachelor,Own,Debt Consolidation,0
53.67462004161351,87257.1474058843,1.2275271045609668,11031.926327129737,604.5724012055009,0.4543726741960896,3,Bachelor,Other,Home Improvement,0
23.37934179743717,22909.034020971903,1.5103947059944687,3008.7571071359903,801.2101710533639,0.0865198687837547,1,Bachelor,Mortgage,Home Improvement,0
50.821167513035675,16504.51934049386,3.2672051790314396,33908.223620110504,822.1066278335325,0.09012404745458333,5,Master,Rent,Business,0
31.005345095271473,44624.94057100169,2.5647950375424755,18455.07449022519,697.1989289101532,0.3047470526915695,4,PhD,Own,Home Improvement,0
36.2918747333171,17421.575546873875,1.933081354202125,6354.836904363991,745.1740106771118,0.326645340168329,3,PhD,Rent,Personal,0
34.36726040103084,50587.35017570875,1.079067656727415,5365.666902397515,547.6146553436664,0.029536105893411956,4,Bachelor,Mortgage,Medical,0
28.40251358746034,14252.371665522565,3.1446539176684776,8628.205224063398,516.8103313941405,0.10632178165682754,1,Bachelor,Mortgage,Business,0
44.838523436061465,45026.89218911298,5.921824508118472,5526.25177740048,635.8585687940702,0.5894976631689951,1,High School,Mortgage,Personal,0
36.25886530576658,24355.764415595357,0.019718681810672094,47547.43700304051,521.3439411740981,0.18122335073038207,3,Bachelor,Mortgage,Debt Consolidation,0
30.234485767807584,42004.25141675852,1.7727120416227067,5952.563822303624,680.7637708762769,0.2399403815392563,4,High School,Rent,Debt Consolidation,0
21.954105561995274,57004.349695397956,4.019546336201611,3448.496792539478,571.6323629354574,0.047752901569022975,1,PhD,Mortgage,Debt Consolidation,0
26.064049862808794,12502.655675176737,2.117509733507357,28875.035771595543,669.0455806996587,0.10858352176611132,0,Master,Mortgage,Debt Consolidation,0
18.58619884397903,41684.55311978883,3.227185642584903,5139.702787687724,632.6898081847668,0.6599901224024874,3,Bachelor,Rent,Home Improvement,0
35.122235484151695,10889.431903776967,4.508754079274302,15201.41943708928,713.7352372193632,0.3032580832459464,0,Bachelor,Other,Home Improvement,0
23.03334407715604,13048.230665561934,2.780211356766522,13909.260007007537,682.6338780395427,0.08262064644770979,1,Master,Own,Debt Consolidation,0
32.34439487481459,14739.633042840924,2.524739744301711,7732.2127816584825,609.6076858898583,0.10131632424733676,3,Bachelor,Own,Medical,0
48.70101853610371,28334.015361271922,6.690346398928284,3720.4599733817277,513.1614334901496,0.26952718240021295,3,PhD,Mortgage,Personal,0
46.992995729215856,22393.095158418175,3.985568770580898,7796.6829422812425,666.2510587859116,0.1216349525925876,3,Bachelor,Mortgage,Personal,0
34.677231058973824,20260.570937192806,3.3788881620304445,3178.3297912983444,475.75234591331053,0.4415873907733548,4,Master,Rent,Business,0
34.1291527385685,23697.329454066137,0.18073223672395358,7950.783768092897,774.6106910835874,0.5382617280258197,6,High School,Rent,Debt Consolidation,0
53.79874549421008,29603.408764566968,0.5463223802860077,15036.339343549496,702.8934080304169,0.5106121538655016,3,High School,Other,Debt Consolidation,0
40.20756120358711,30764.726278739265,1.627269850756278,32023.460473197712,734.2774572286975,0.39818371622263343,2,Master,Mortgage,Debt Consolidation,0
31.72193540123477,38066.25289458877,2.4727172518077807,3393.8515546090666,553.0515966690303,0.12690236553066267,0,Master,Mortgage,Personal,0
20.739818828795478,54721.79780518883,0.7225564550496937,6631.8104600698025,685.6081104976529,0.04355090449855951,1,Bachelor,Mortgage,Debt Consolidation,0
38.93873218164743,21792.44902508188,0.19594930157890278,5324.9102321311,583.3397194217116,0.29080052612129453,2,High School,Own,Debt Consolidation,0
43.293237725828625,16974.296681037842,0.7453159519464867,10086.886592003837,664.9069713182562,0.24192074542813993,3,High School,Own,Medical,0
28.68348475486356,29934.533653246664,2.9483214193261977,2398.3908179902364,550.1563870248651,0.43208705151596266,1,Bachelor,Own,Personal,0
37.912027551380326,12430.054783641983,4.1976733028963364,3854.782477363717,641.6558139352928,0.3262624943013271,5,Bachelor,Mortgage,Debt Consolidation,0
31.36426705084971,15687.946128567464,4.881480565695207,2093.0691352321996,512.1469499686807,0.6648766459014142,4,Bachelor,Mortgage,Debt Consolidation,0
33.159676008009974,36304.263792239915,0.9524190654443427,2564.08345808999,633.9969409659044,0.36979265964586544,5,Master,Mortgage,Home Improvement,0
18.0,20700.96947279177,0.9321461674931715,4777.390542785235,485.5618266979693,0.21964828312473234,2,High School,Own,Debt Consolidation,0
32.782185962838646,12038.965230045216,1.0441353960594832,30844.264312864096,824.7113708930617,0.06479606249286601,2,High School,Other,Home Improvement,0
44.693693024080545,10457.748514993928,0.942599239506156,10700.87059914433,666.0404987068949,0.13016405836451117,1,Master,Rent,Home Improvement,0
28.68597444433442,22569.58177918656,2.194406209112453,8535.563871889397,650.5680216139648,0.21076322718533785,1,Bachelor,Own,Home Improvement,0
35.52526368215316,38985.6250413913,0.8873412513456413,23801.61711174022,717.6057055449264,0.09600124362066273,1,Bachelor,Own,Home Improvement,0
27.440492933080797,38726.24787438862,0.04110744929143275,11013.513578800583,520.0693179277757,0.10829609097493403,7,PhD,Mortgage,Personal,0
38.60441676292773,23282.103433733075,1.1561564518289562,11873.459439988439,571.9249033100022,0.3931684901184575,2,High School,Rent,Debt Consolidation,0
32.834768024638265,60141.45859344097,0.5075974791444812,5550.151079248282,703.105981494757,0.11831395658885914,7,High School,Rent,Debt Consolidation,0
25.60758459317993,20901.784498884863,0.0584604163053087,4866.5342780248875,666.1454664906599,0.29252020283382835,1,High School,Rent,Personal,0
48.32551467665128,20552.054452834032,1.272940026351846,2838.691371320017,578.0349919625263,0.35466330978774313,1,Bachelor,Mortgage,Personal,0
44.28932013532215,10000.0,0.4612291782874768,5009.685146864633,714.8045709811267,0.2951813959658432,3,High School,Rent,Business,0
28.95093236071825,17611.696346090197,1.2056691715939467,6474.206098115068,680.2731287177265,0.15396272778883432,4,Master,Mortgage,Debt Consolidation,0
39.97788309417778,33725.43290963633,0.6507678421938046,10676.231111095336,700.5557272699122,0.10834350232853683,2,Bachelor,Mortgage,Debt Consolidation,0
40.374120028203805,48145.389916160944,1.8512123235553726,7868.268212537647,688.9738480249981,0.23545084727569368,1,High School,Mortgage,Debt Consolidation,0
41.42301235011176,14543.25633701199,9.393997977917559,6050.791853316096,581.85970001495,0.2454505778187317,2,Bachelor,Mortgage,Medical,0
18.057441040049223,27753.747764900065,1.5847505016989751,3907.5216327104654,642.4152363178632,0.599157182994261,1,Master,Mortgage,Debt Consolidation,0
45.06606541032628,37176.77495654968,2.081984825028912,11151.18942809303,464.2943809390387,0.28415149246444854,4,PhD,Rent,Home Improvement,1
29.303010370742687,22150.25032132584,5.033432698407594,5441.375354275723,598.9167796329338,0.2578045681091932,2,High School,Own,Home Improvement,0
31.42172066558733,10000.0,0.9368111503494796,10754.044618696322,625.4656702695071,0.2505404405099572,1,High School,Own,Debt Consolidation,0
61.378817522602,24925.458747777007,0.3643594131957381,1753.523221307005,712.6753433320599,0.4908314044836101,4,High School,Mortgage,Personal,0
38.01873380721012,32232.009191254678,0.6647934976358935,10605.594568781093,701.2150903030575,0.0613488572520519,2,Master,Own,Debt Consolidation,0
31.136775245528245,13715.5918029358,1.030989483352152,14728.291607331808,574.7918199036453,0.24535364290433945,5,PhD,Rent,Debt Consolidation,0
18.0,19397.95126470677,2.071374594203146,13301.401538480399,572.5794061166081,0.23754146783089125,2,High School,Mortgage,Debt Consolidation,0
48.897641339463554,12360.38623037427,0.0091971734812472,6923.132777777018,780.6974298838003,0.3765445730970217,2,Master,Own,Home Improvement,0
21.547903291913975,10000.0,3.8398659985385555,16852.50606036078,620.6091600524067,0.1631734206322528,3,Master,Rent,Personal,0
24.965610965004963,36809.16734957677,0.1582898298947553,2926.7061642732165,661.4249919152005,0.586240085199247,8,High School,Mortgage,Debt Consolidation,0
31.686477009121507,21985.22098298995,4.618316274764378,7544.9605897976,728.5248640024614,0.5068255467714741,5,Bachelor,Mortgage,Business,0
49.164117917002926,48963.847485069164,5.968972345538835,6941.570738386622,642.0498331961019,0.07581970981981026,5,High School,Mortgage,Home Improvement,0
42.732399866657595,33815.04483682773,9.231005590451726,18566.60379977249,634.8340077831477,0.0734868224746601,4,Bachelor,Own,Debt Consolidation,0
33.4216249015974,18451.392468483147,3.3163130945958432,1609.3818877024087,618.4668117557108,0.04358255502738588,2,Master,Mortgage,Debt Consolidation,0
38.08292063638821,21129.166635239813,0.30596561796829563,3475.509012391969,599.0927000518271,0.16604611366336428,1,PhD,Mortgage,Personal,0
28.99614307128894,29234.029261373216,2.449487694701859,32787.43517030049,664.2902527171343,0.2827788181930237,5,Master,Own,Medical,0
36.39653689565351,35719.13106396838,0.45460761289506324,1159.2715363436616,467.7536339992854,0.423943595107633,4,High School,Mortgage,Debt Consolidation,0
35.73336744778137,25882.835742998377,4.548536367444582,15545.697284392527,613.8883533931695,0.13584873420259785,5,Master,Own,Debt Consolidation,0
44.687698956813534,38284.35372010336,0.7613672203666998,4627.343709431372,704.0250882856985,0.5286470960936732,3,Bachelor,Mortgage,Medical,0
44.67178122438949,18989.958751038444,0.7914136817179634,9934.43300517405,692.3678989365205,0.13960284114794622,7,Bachelor,Mortgage,Home Improvement,0
39.93977382205645,13378.821179267648,4.993633692824445,25110.112265450218,791.1064664325658,0.2638683315280629,4,High School,Mortgage,Debt Consolidation,0
31.376524424538978,21324.147035389055,0.026638762453766365,10245.209370906572,733.7417509008852,0.6647738938368432,3,Master,Mortgage,Debt Consolidation,0
42.41822294390126,24406.19921909104,0.43125908335869884,25530.43889442651,690.8257706016254,0.19700115346600056,1,Bachelor,Own,Business,0
34.08031533796954,12079.104073415261,1.0961284625982255,5465.006857267263,652.8662942020532,0.56425127934808,0,High School,Other,Business,0
24.18085631286867,11289.619542250459,2.4127618517838307,6074.524510844513,604.3466797673733,0.2953494181952557,1,High School,Rent,Personal,0
30.96712208089061,27548.218499815437,2.085784758880134,15206.432362751395,700.3268253478489,0.49397700822728485,3,Bachelor,Rent,Debt Consolidation,0
35.84526983784325,17976.517005277055,2.2137640285723528,5701.334970627759,682.3489530834441,0.07021571418118329,1,Bachelor,Own,Medical,0
44.10215783664745,20273.69571441267,4.240894246280019,13067.416293042748,612.5717966372018,0.48514042964540804,8,PhD,Own,Personal,0
33.16471827842847,18400.878134319886,0.25800996127283315,20890.365969089627,563.2908317726226,0.20613721339589908,4,Master,Own,Medical,0
22.908012887603938,47112.820992982604,1.4769657606548512,16230.857858043095,644.6901854575739,0.4746935020811511,6,Bachelor,Mortgage,Debt Consolidation,0
35.56741683296819,41393.55950491937,2.58544548604059,2291.2911248440705,765.6006963427101,0.08304069754740126,4,Bachelor,Mortgage,Personal,0
36.134560400565526,11864.703213913604,2.02185371389175,6166.553546137013,661.0207379731297,0.3269308578091169,1,Master,Mortgage,Business,0
36.85837628902753,16875.251063376534,1.1895529050818197,10152.405863242204,652.8397508629369,0.3237519171753083,3,Bachelor,Mortgage,Debt Consolidation,0
44.1987151595443,33691.542955943165,0.03452546629899183,6666.732696516781,692.3166986899009,0.04496980070314877,7,High School,Mortgage,Personal,0
45.18923240089899,29761.41749078968,0.12471330633598458,8634.255868908704,698.1320568977518,0.21036564777176636,1,Master,Mortgage,Business,0
29.057891276183334,21574.579353811743,0.25326211382748204,10260.497382901676,674.8907262181434,0.11389530825744988,1,High School,Mortgage,Business,0
28.838565419510566,12471.482257870164,0.8408359527162259,5317.430640851726,645.7919668648789,0.3289299418623911,3,High School,Rent,Medical,0
24.59801289044527,15657.886158226003,0.2503407786727216,6941.33151212913,599.1817956734592,0.4665922178877386,3,High School,Own,Business,0
41.988156702804766,17011.01264967813,1.1105385909875947,3150.045630521232,750.4856724211028,0.3238941572283901,5,Bachelor,Mortgage,Business,0
49.488201083377156,25298.41856777918,0.3935923990365019,5528.802751667623,607.303833754151,0.3464188240756253,5,Master,Mortgage,Business,0
31.849180720910766,51630.27877564293,3.0206897707649865,2389.064433301509,807.2328587861568,0.25301326407689995,4,High School,Rent,Home Improvement,0
32.58569435275007,15623.943910712842,4.103460022583276,8894.57977858672,665.4358605985836,0.24842807006269457,7,Bachelor,Own,Medical,0
49.66782556898976,13186.941995982974,0.9874372658385411,6942.534832916222,655.2691225088645,0.2595983085702389,2,High School,Rent,Personal,0
40.05557853215008,20862.46231434652,1.4321429528826932,3894.6684407717644,725.9978419839565,0.12411050073038804,4,Bachelor,Mortgage,Business,0
39.36235704801055,36896.40833723704,6.136444286017413,33799.72167815442,584.6813846582976,0.24776974780096817,7,High School,Mortgage,Personal,0
23.09083494026273,10684.59770521096,1.533620833979042,6658.641831691002,707.3867240985833,0.59187578648758,1,PhD,Mortgage,Home Improvement,0
41.78728069279419,45561.44235567758,10.626137609331753,10190.817566784042,661.525825520081,0.16265877052675276,3,Bachelor,Other,Medical,0
25.708636594902416,20211.041014494673,0.30660772890138493,4861.457009332645,691.0881342284575,0.4952148711324942,4,High School,Own,Business,0
23.65979814065042,15257.706502881736,3.964287340512736,5816.8931979484705,581.6405496121915,0.3136622444231057,3,Master,Mortgage,Medical,0
31.532284232332877,10000.0,1.375137548374298,10504.203366721511,580.7029586972344,0.31360421114089787,3,High School,Rent,Home Improvement,0
29.1420727655131,31359.1191804038,0.04595210151381279,6211.7575869332895,466.74824133568353,0.29293501630555413,2,High School,Rent,Debt Consolidation,0
32.78400305614961,20219.735317984832,7.1670896612157104,8124.526150108497,604.2746558064233,0.2958382446872762,2,Bachelor,Mortgage,Debt Consolidation,0
20.590183654750813,23989.04966801244,6.707553437855619,15451.47415415718,599.0293615816767,0.17777769093722653,1,Bachelor,Rent,Business,0
44.58816306467672,14038.995500815232,0.9666506289369702,5353.892023247758,583.26296653942,0.3459138369344311,2,High School,Own,Home Improvement,1
46.27686294516429,18778.20152762887,6.164414327250963,2791.3232719868706,638.4538285686422,0.2217443199330823,7,Bachelor,Mortgage,Personal,0
18.0,17269.709964562004,0.3039951640368879,2389.8564210757077,656.4265371613716,0.18423672958265602,4,High School,Mortgage,Debt Consolidation,0
44.7845780566655,20946.009865103413,2.2795570668756304,25610.334210527395,699.9741269230657,0.1970278905331421,2,Master,Rent,Medical,0
26.894713701783736,15759.897141123194,0.4262106736157336,17067.26124728012,706.5789286241885,0.3363403449558317,4,High School,Mortgage,Debt Consolidation,0
43.56975536982786,10228.257577476348,0.5664433664812858,13692.995911516711,715.0478510377524,0.33422548267336577,3,High School,Mortgage,Personal,0
34.315535073335845,86184.86598758402,3.022241218962129,5716.761514821988,719.2299545398041,0.4729702364156655,2,Bachelor,Own,Business,0
35.28775564080998,11140.004042149381,0.9475674000481104,2789.272229675958,677.531299575852,0.28784999335345,4,Bachelor,Mortgage,Personal,0
33.14902350578781,24118.380459813707,0.014306049642525326,6465.002702351972,655.522688311379,0.16874673451402153,4,Bachelor,Mortgage,Business,0
47.12129204233486,10000.0,1.0696848788520599,7519.963047015926,742.910360895195,0.30715666481448617,4,Master,Mortgage,Personal,0
22.604119874749717,10000.0,0.5177210531101083,3277.2458428905115,719.328584980674,0.11985374157673202,5,Master,Rent,Home Improvement,0
41.078403387350086,23130.635868646197,2.2997895676487308,2500.572412283194,501.8034157425557,0.4825293703713848,0,Bachelor,Mortgage,Home Improvement,0
46.013301648895506,24033.01511678397,0.4324567743496201,2029.9164526865702,632.721199455975,0.14504708217448126,1,PhD,Rent,Debt Consolidation,0
42.16340080540411,41388.133794225054,3.693532290157281,13710.46309705427,469.6599548489629,0.2110089544903614,5,Bachelor,Mortgage,Personal,0
58.246989143234174,26897.09105458902,0.621472955036611,3089.3418319571592,467.7041013566097,0.269426858433723,4,High School,Own,Debt Consolidation,0
29.71053237275301,20436.844232202813,0.9985460860291401,10378.88005689489,599.1124804579749,0.2798930151126564,6,High School,Mortgage,Business,0
44.57304822593531,13700.668112563073,0.7077487691858143,5894.412323159508,637.2007080728068,0.4203997974424251,1,Bachelor,Mortgage,Home Improvement,0
33.939093646585796,46607.00049831477,2.065218512329708,12987.080401607693,607.5822447642831,0.3045592523228703,2,Bachelor,Mortgage,Medical,0
47.33406076352669,35046.31050041048,0.21330835132018694,10600.533505861,472.3910119437849,0.2046135765890586,2,Bachelor,Rent,Debt Consolidation,0
34.923110042786305,11811.57499135676,1.30055615675146,6730.805245884447,727.5095877643016,0.16046059122324338,3,Bachelor,Rent,Business,0
31.121242181375305,22448.56259350727,0.8142974949127896,8994.447668034238,579.3057284173237,0.47784426240068356,3,High School,Own,Personal,0
48.06072203871629,23671.47736785423,4.3107102687853756,7418.492239568942,698.9376196771153,0.2627848823501573,5,Bachelor,Rent,Medical,0
30.0843806098107,18530.497581981697,0.1524927152871407,4952.86897955493,582.0562266140623,0.37922394904469403,1,PhD,Rent,Debt Consolidation,0
20.872742410994437,32400.373934542247,3.5403294261309135,17748.676493308703,600.2367645490847,0.4311438059936202,1,PhD,Rent,Personal,0
29.831531168261716,33385.153333721675,0.3670777385082084,5776.429269982474,693.3684139252159,0.15864306045917523,1,High School,Mortgage,Debt Consolidation,0
41.19032946588533,20025.408096855095,0.18549777727146097,7559.1942514603825,615.0852835662142,0.11434704487031347,2,Bachelor,Own,Debt Consolidation,0
48.920387515870914,19140.568697932053,0.45210269502521594,2612.0742598960783,667.0507580361897,0.5437298493602118,1,Bachelor,Other,Home Improvement,0
36.11129375296512,46605.75131773458,0.21662525328720897,10089.349919500142,677.732237736646,0.038004016400846205,5,Bachelor,Rent,Debt Consolidation,0
48.181970672340256,35116.256352477045,1.4720423421448483,4971.787549253942,507.28700924515135,0.45655957102911726,4,PhD,Own,Home Improvement,0
21.418250785224064,22837.97946162683,8.881847494670541,5533.19714306028,697.7788730526755,0.454460968860705,4,Master,Rent,Home Improvement,0
30.56736535182097,10000.0,0.06986075165571759,4139.587032716809,556.2385714309629,0.23419405941691637,5,PhD,Other,Debt Consolidation,0
32.11424882845899,26160.3465590245,1.2365557226526693,7337.862316739997,538.8936922020946,0.2924962743112695,1,Bachelor,Rent,Debt Consolidation,0
33.8544057252748,31227.10455676648,0.9757497998328752,1627.5350467795456,577.3397845897317,0.2546802593579564,0,High School,Mortgage,Debt Consolidation,0
35.84094388250197,10000.0,0.8298385593040372,13987.028037687185,731.4487993589493,0.03300711593484317,4,Bachelor,Rent,Business,0
41.909109573921924,24982.596568118443,0.8065259005772217,7856.27755912959,489.96303055365513,0.2649982790823736,4,Bachelor,Own,Business,0
30.551931618295097,17883.8617437703,4.507832855771836,5575.690911916728,715.0997841441117,0.17326330686660787,3,Master,Own,Debt Consolidation,0
36.39028686953126,19723.633385356203,0.03831701599626761,2348.226091397058,683.9552964570754,0.19937192268553577,1,Master,Rent,Debt Consolidation,0
34.54877109675948,13992.958581657616,2.9825666683287864,11458.113368481509,657.4333743142413,0.4460198514744347,0,Bachelor,Rent,Business,0
25.7411009610885,20453.41938938345,0.5832012902272413,4878.231090909513,674.6676498045,0.5741546961639512,4,Master,Mortgage,Debt Consolidation,0
33.863333109185646,44178.60000731176,0.9667306352987587,23037.290226561538,620.9896561558888,0.49820989655592124,3,Bachelor,Rent,Personal,0
33.563404701028816,17620.191197455853,1.089971358558985,11956.796851629095,718.2287348979512,0.3783987264103654,4,High School,Rent,Home Improvement,0
33.34919434996954,35695.745228715045,0.7269150850425894,27659.50062342601,607.3439302766525,0.2607029692055683,6,Bachelor,Own,Debt Consolidation,0
35.31759456581451,14718.115935226608,0.19645836794737087,9041.460794385346,487.5140458834966,0.22362297891509159,4,Master,Mortgage,Debt Consolidation,0
35.75673540613386,32188.936847368986,0.24282363331700405,19192.180490289134,642.2778192654242,0.1893623659004444,3,Bachelor,Rent,Medical,0
30.6770482089267,22044.70966967931,0.7080173576911987,11733.65909414923,730.135663353524,0.0802039771078044,4,Bachelor,Own,Business,0
47.727147339712644,26265.522179828473,3.4497991341446164,5648.892968912162,699.2038666462581,0.16099496604662303,6,High School,Mortgage,Personal,0
23.305193707969835,22105.38732252588,0.28919081093187693,9412.256621114153,831.4401919774259,0.20665323422492396,0,High School,Own,Business,0
27.790298915301037,30357.916911293778,2.714557495444237,4158.089474531793,624.6812189766405,0.0847661901422312,1,Bachelor,Mortgage,Business,0
62.79963624223556,10000.0,0.6817992886869697,42405.08428357045,633.9248159804803,0.16766883630887322,4,Bachelor,Own,Debt Consolidation,0
24.6200864501077,10830.129996261212,4.299126130202672,7474.9141424695335,626.6690703576608,0.4603662500212723,5,High School,Rent,Home Improvement,0
21.462453252902414,27133.92988472395,1.1183814204897369,8274.785125613751,572.368907343452,0.09752894390329965,1,High School,Mortgage,Debt Consolidation,0
42.34476745001218,10000.0,0.37681603546492637,11069.940926255373,602.6853720194374,0.25268164204887317,0,Bachelor,Mortgage,Home Improvement,0
18.0,16893.93265877419,8.515297026903797,3396.306309633131,546.1114818605201,0.6713987107581161,3,Bachelor,Mortgage,Debt Consolidation,0
32.64726090027561,21436.054637581252,0.3887101866414707,23320.70530235071,420.61214265036335,0.3228153082928059,2,Master,Rent,Medical,0
56.45824925076489,14558.494711305902,1.6769000686107924,3567.913889805543,591.9777201092451,0.41433060555672124,1,Master,Mortgage,Medical,0
19.550640778465997,15587.417521531099,1.684624184470525,2977.4531014138097,652.3488459093181,0.09623014334815032,4,High School,Other,Personal,0
18.0,25230.051934537354,0.9330225131381201,7092.412217767039,713.0720845415884,0.3166558392316871,4,Bachelor,Own,Debt Consolidation,0
20.008187980423017,36484.67096845,6.051912607045085,2911.9027188444848,592.4344341573105,0.23367247783862832,3,Bachelor,Rent,Business,0
43.98359568346986,13640.182476801525,3.71419101546632,28269.886305793345,593.5944108640326,0.5691092027940295,3,High School,Mortgage,Personal,0
46.247767199858124,16522.376652756222,3.541791995983935,6737.453976539288,753.0619669321501,0.6331303592511184,1,Bachelor,Mortgage,Business,0
29.87411203021491,15281.061242263488,7.311039104754491,1000.0,516.8826577348918,0.266902442437782,1,Bachelor,Mortgage,Personal,0
41.83212404001069,10000.0,1.2216946776026125,9508.66545036351,633.6726785051234,0.2605692491265,3,PhD,Mortgage,Home Improvement,0
48.9025532751199,23643.79271903209,0.20447695662887902,12617.05550931375,745.7254681017808,0.12878170891760088,3,High School,Own,Home Improvement,0
52.873464144298254,35149.261002760046,2.9002235151656497,5784.0198822404855,579.1587147512803,0.3751855032417027,4,High School,Own,Business,0
32.53664718820152,36618.966797001856,0.9586945451306664,2738.8285717053614,496.6464381222802,0.30307968686644554,2,Master,Rent,Debt Consolidation,0
18.0,14251.490999677759,0.4222944709308324,7460.325960399819,820.6849581240707,0.5353636512446965,5,High School,Own,Personal,0
26.79121077590313,11779.911868664325,1.3203818782167476,5511.739914286275,729.9295318824018,0.21686643979843723,4,High School,Rent,Debt Consolidation,0
30.731958050647425,22265.702606317143,5.199798549042763,3712.8032531040785,733.0368704289468,0.03839160579996817,4,Bachelor,Mortgage,Debt Consolidation,0
32.41061203421609,33344.12397889745,0.37593175773956045,3459.7096347031043,641.0690499588676,0.2650976127415223,3,Bachelor,Rent,Business,0
33.1214059899128,23799.627877905063,3.7769656552306516,9181.892335627905,714.0627093292032,0.313046476949163,1,Bachelor,Mortgage,Medical,0
46.188945979306695,25454.614400409933,1.0832740532470344,16687.537132550995,400.9611104885829,0.16161400225900055,2,High School,Rent,Debt Consolidation,0
47.744284266875816,38984.346153913495,0.29422231929193504,11722.145041438529,606.2706003219228,0.25910725565828513,4,High School,Mortgage,Debt Consolidation,0
33.28326346075217,15221.00590734706,3.7727861685581376,2033.6789310264871,744.7569760318021,0.1686712062081745,2,PhD,Mortgage,Home Improvement,0
45.98484876051819,19732.35506691667,6.987964025337021,13258.344458497093,510.40954162325386,0.1167456210425285,5,PhD,Own,Personal,0
38.57661366631089,49876.376653209634,0.6885633061174323,15032.641407001825,616.6546823974279,0.45895689849069965,4,PhD,Own,Business,0
35.64505972862572,19962.17353450559,0.7234789508019268,24709.854253327045,681.9661930767672,0.15051469260332587,3,PhD,Mortgage,Home Improvement,0
44.06544157109964,11688.158532270392,0.990383553557519,3789.880605700195,571.5723218409995,0.16784830115502591,8,Master,Mortgage,Medical,0
35.72252048237916,15761.44350027959,3.3654194704019607,7744.342753554805,650.7375191689665,0.11031110577450619,4,Bachelor,Own,Home Improvement,0
55.57811177097762,13779.125408698954,0.02094367103997209,12759.347257769276,688.5684921457988,0.34804555551303695,6,Bachelor,Own,Debt Consolidation,0
20.61588833205441,26333.08185303326,0.5070935406747018,5313.239701600568,680.1972493611754,0.4016328096495323,3,High School,Mortgage,Debt Consolidation,0
29.848291009079823,14073.185078181847,2.4476695822907324,12600.95495664179,609.9256912187217,0.22802021291329208,3,Master,Own,Home Improvement,0
33.7348110304605,25223.140512032747,1.0405383160924162,7948.821351829936,567.0947160618877,0.34230682585971484,1,High School,Mortgage,Home Improvement,0
39.394526904579905,15244.398311654106,0.8018377845552341,4116.819370199199,689.6150865973412,0.3801069109672237,5,Master,Rent,Home Improvement,0
47.67960487103089,10000.0,4.115875060835002,4407.250078809165,683.915229865042,0.25187388347143363,2,Bachelor,Mortgage,Debt Consolidation,0
34.75601432763843,25675.946364414416,4.985891840107355,22013.946977948024,679.0027013269429,0.16688751706447852,8,Master,Mortgage,Medical,0
20.77770350493793,23723.747763379884,5.9124931589531045,3651.396843012801,661.4495539328906,0.22348865744286794,1,High School,Mortgage,Debt Consolidation,0
43.425138964550044,28534.778137916364,0.6364214860843728,3183.064760010373,684.0145415060814,0.24674481949536492,1,Bachelor,Own,Business,0
42.54958766141964,15732.853592167146,4.8725212100432715,10673.326864258393,737.6966102430274,0.1348469264901968,4,Master,Rent,Personal,0
18.0,14916.567132339598,2.670940569523203,7907.300870672389,680.9952470639496,0.3435321708731181,3,High School,Mortgage,Home Improvement,0
34.96195866329201,26922.924895263805,0.33497958283942303,2837.568771246525,659.7728171627754,0.3271917688573753,2,Bachelor,Rent,Personal,0
19.09858169319702,47075.5852748802,1.8846023198836586,5347.924714094932,597.3139289348297,0.20020620288870547,2,Bachelor,Rent,Medical,0
28.353489024979375,22149.805729401338,0.05337558285255378,4215.716387290056,788.5878100366858,0.4654545213246907,4,Master,Rent,Debt Consolidation,0
25.971910730372002,27235.935761810368,2.464594740061644,4849.670109713953,537.696527654949,0.445787160778558,4,Bachelor,Mortgage,Debt Consolidation,0
43.09264698241986,18754.82173965773,2.645268871551223,61082.233010343785,629.7210161835255,0.41606462881088835,1,Bachelor,Mortgage,Debt Consolidation,0
36.16830174172184,10180.045290499746,3.11500547984127,6360.969464614216,599.0926414579226,0.498688489044753,4,High School,Own,Medical,0
22.144089992439724,35728.88376077012,0.3787528981487819,4003.8002223096655,467.289697089102,0.055556756253926344,3,High School,Mortgage,Business,0
43.800659629573424,34690.01316760793,1.9790670695838697,40840.51950285216,685.381287149056,0.34801017356936775,4,Master,Rent,Personal,0
20.661941760715855,31425.879256433862,0.39411524608711657,16491.557108786776,629.6738230038968,0.1676127714686193,0,Bachelor,Own,Personal,0
38.301137904709435,20111.102019222686,5.861765728588373,14470.399794878194,653.187610120957,0.1254040992132918,5,High School,Mortgage,Debt Consolidation,0
26.85989330708444,29688.88611478484,2.247925995500097,4161.057653451003,632.1173825598325,0.5494025098012594,3,High School,Own,Debt Consolidation,0
31.3432291746948,34436.79516796635,0.20036090632005293,21019.09703631292,725.3276657959802,0.286831691609377,5,Bachelor,Rent,Debt Consolidation,0
40.04270748038384,49517.397055548565,0.41412762704747613,15568.729629483765,738.146546157589,0.07827858974465952,2,Bachelor,Rent,Medical,0
40.21449399059529,36107.7590126063,2.1780771156361647,9114.954227844899,539.8734300610819,0.11140866738128159,4,Bachelor,Rent,Debt Consolidation,1
48.3696907355596,22740.678690255303,1.295087973674206,2052.7948841020316,826.5338213263421,0.10857125047252958,2,High School,Rent,Home Improvement,0
34.17746300328547,11451.469854182806,2.6658686709894828,7974.976636192639,625.9824945095722,0.26185623358944166,4,PhD,Mortgage,Debt Consolidation,0
38.06450862963341,23809.243076773262,0.6592004431869474,32336.26294736142,708.7580477077669,0.3959886204575737,3,Bachelor,Mortgage,Home Improvement,0
30.622626775956753,25041.474216069037,2.1454069013083643,9665.385294701025,668.031444239538,0.5487425037882493,5,Master,Rent,Personal,0
36.81989882622798,31398.483911554016,0.38950136194260543,5995.873600327996,660.5713565622093,0.03813019824889068,2,High School,Other,Business,0
39.394860480085114,43344.969414000436,1.5692545677493663,6749.570319898312,705.6835535647774,0.20064307770743497,4,High School,Mortgage,Home Improvement,0
34.01690152545624,21003.087799576857,6.330650758153462,7133.791609130905,781.8317391191665,0.17190484471976497,2,Master,Mortgage,Debt Consolidation,0
18.0,62975.031089867436,1.9789180037086727,4274.013647328439,727.7056898366052,0.3683527417221556,1,PhD,Own,Business,0
38.31470896330895,10000.0,0.10257315198848321,7840.078582009733,625.6653913471699,0.26571730044415387,4,Bachelor,Own,Debt Consolidation,0
38.64561477355457,27164.627223923333,8.976933285392747,25698.492809952084,641.575111450913,0.4867302074438728,3,High School,Rent,Debt Consolidation,0
28.19826523652049,14775.708650131604,0.3412595369676083,23472.00945325648,593.6506642137557,0.3650415391916402,4,Bachelor,Own,Debt Consolidation,0
22.15612963927486,10000.0,2.5321865661953136,4431.667804416298,721.5191303233154,0.30437553934301387,4,PhD,Rent,Debt Consolidation,0
49.75879150503965,19912.696291066997,1.520840374001176,22487.56812332568,708.9901879091909,0.1923128161173164,3,PhD,Rent,Debt Consolidation,0
39.91445510894402,10629.768050121658,0.6973021225569852,14896.969025334833,615.7882665287398,0.17452562324842902,3,Bachelor,Rent,Debt Consolidation,0
32.70918969078291,20318.47909051794,0.3903528200594515,13449.145213211443,782.6509258777862,0.2592960401946075,5,Master,Mortgage,Debt Consolidation,0
23.629671168525128,22412.73546996162,0.3913057244182471,11447.532748835705,757.3800804619567,0.16989626063961352,5,Master,Mortgage,Home Improvement,0
26.78185171578654,38533.015747365935,3.9094936927405057,3849.501340620678,832.3506110431249,0.16840383005303391,2,Bachelor,Own,Business,0
48.02590396786232,10365.180432880057,4.125759129654198,5857.84725257143,571.0173163600818,0.15136279533824057,1,Bachelor,Mortgage,Business,0
36.37661940868046,34690.54959313542,1.2515211442450218,15777.41431324023,639.9809604873392,0.44266825928230347,2,Bachelor,Own,Debt Consolidation,1
29.494129329992933,23133.573165086513,0.2187849616206062,3085.607152447675,630.3491201044736,0.32518456821823716,4,High School,Mortgage,Debt Consolidation,0
40.09689231224656,36843.13471764491,4.311178821532514,3524.09842185674,850.0,0.30744932413789033,1,Bachelor,Other,Home Improvement,0
26.856018125536764,17749.709214442413,1.3350231422426226,10352.23730236163,650.9842585296628,0.4964109600392378,4,Bachelor,Mortgage,Debt Consolidation,0
50.00843030280379,11314.92247611607,1.1552219489093465,4308.623986596154,776.5171990965921,0.7212303140102982,2,Master,Mortgage,Business,0
48.528005348967255,11983.072847389474,1.0463262522342691,15663.923531519857,753.4767611809183,0.49836618943428607,3,Bachelor,Rent,Business,0
30.334259287972234,11546.02237092275,0.9083052027533652,4432.086010742378,641.6055904204044,0.33125520824213345,2,High School,Mortgage,Debt Consolidation,0
28.713297529691395,27970.53955389713,1.4931187147403449,9852.732588952776,655.551082424351,0.3605456422131388,5,Bachelor,Mortgage,Personal,0
18.0,46095.057520818154,1.8554174728564092,10534.988679962067,702.2783143545896,0.3029457811740737,1,Master,Own,Business,0
20.184192284486322,16606.081068205847,1.2563382754509602,5510.0239990504315,775.7843235589128,0.23071648687408267,2,Master,Own,Debt Consolidation,0
21.60530225042244,30168.923462366594,4.539232445725403,6689.421628703044,632.799446475743,0.12459937330896184,3,Master,Mortgage,Business,0
36.351903409873856,10283.325417912964,0.7644580242158272,4703.164297579884,599.1419710429286,0.25505260400101615,2,Bachelor,Own,Personal,0
31.737662955586405,24104.66392438073,1.7269784705283515,7983.372621866295,743.2284400111809,0.0945455783602041,2,Master,Rent,Personal,0
21.546645125847586,30769.56429534551,0.7132182356220254,3754.274017400399,535.3131348751178,0.08015869727822095,4,High School,Own,Home Improvement,0
32.188359575354426,10677.965652147968,2.7995700955302643,6776.349396307647,675.2740135175479,0.39653779668285766,4,High School,Rent,Debt Consolidation,0
40.05337147647349,19891.70849831182,0.21544014851881396,14746.968367501137,756.017293353147,0.10756532263378027,2,PhD,Mortgage,Debt Consolidation,0
40.27839349915587,31506.79671416898,0.41823228608434265,3263.6423526543426,693.0247531116862,0.6187634340259618,7,Bachelor,Rent,Debt Consolidation,0
18.0,10000.0,3.2309261539453886,5488.138853710218,593.3024571483309,0.7455785596533625,2,Bachelor,Rent,Debt Consolidation,0
33.71736519516169,42947.19130952261,0.4047161359751126,12266.28754051392,549.8766254081722,0.6137262820660979,0,High School,Own,Debt Consolidation,0
21.166592230283896,26287.259941926088,1.9656429854467015,1537.4556821624856,768.7073409656941,0.29730633782594484,1,Bachelor,Rent,Business,0
44.01728697140274,31519.567545000355,7.029412134298471,35755.780562945074,632.4334233587936,0.3376178689549199,5,Bachelor,Other,Debt Consolidation,0
42.84146416353499,17919.420725179545,1.4800189862770774,18698.644829850953,559.8593111681912,0.252008232851694,4,Master,Own,Business,0
26.019727736755414,10000.0,0.41502384448202667,2366.888579165527,763.8857445708616,0.28246366737059464,5,Bachelor,Rent,Business,0
27.339547975996002,28768.36077850316,0.7733584824066624,1505.1432570394918,730.100220402238,0.11650210191924407,1,PhD,Own,Home Improvement,1
30.387329495016928,21135.404195752166,3.468393807284886,8297.37160774456,544.8258885433512,0.5976588001121325,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,22383.015815308216,0.8666828745439958,3307.0262255945618,850.0,0.12182204404254766,3,Bachelor,Own,Debt Consolidation,0
38.35968173440577,37941.602965112965,2.571171080691523,17486.67833737637,595.9468031784196,0.2380017112674871,3,Bachelor,Rent,Debt Consolidation,0
32.27155453659869,32242.21626379053,3.0043090592976505,11105.566295888162,728.4049336623607,0.16442096793273128,7,High School,Mortgage,Personal,0
44.70175082567859,57562.04615297167,1.3910313554530815,8943.687123557233,848.6584314487368,0.4816139312889806,3,Bachelor,Own,Personal,0
24.015907820374473,23787.776003975603,3.057683494659442,5134.793421146192,738.8220111182815,0.22689146019106965,3,Bachelor,Own,Debt Consolidation,0
28.808770517500683,15590.13748963661,0.7622368309601103,29144.051676527833,675.9179442289253,0.1362208140801076,3,High School,Own,Home Improvement,0
19.934747419608847,20046.133606249943,1.452000550530263,14805.613532529047,506.77330978945315,0.24377039963253816,1,Master,Rent,Business,0
24.95709436505747,27114.710602990537,2.32028357234458,13128.394035568172,850.0,0.2160477219004128,8,PhD,Own,Debt Consolidation,0
23.18018003931781,36604.56577267888,0.36802151891808405,21163.743233093333,736.5136536011609,0.3391781664042485,4,Bachelor,Rent,Home Improvement,0
44.959736788464454,10577.485632447846,0.6393693871851484,3586.4255222203637,508.5146133454972,0.03076937591954664,5,Bachelor,Mortgage,Personal,1
28.017381512486075,22120.693516078773,2.111315973810723,22647.172648330936,804.4626729924585,0.11780595364727177,2,Bachelor,Mortgage,Home Improvement,0
36.24175684744613,49255.229737155154,2.1305104654180496,6557.163288684744,656.115223378556,0.4323551315632263,3,PhD,Rent,Debt Consolidation,0
31.192365961381956,19533.682545608972,1.3596827788655157,10591.25306901939,622.2342193938107,0.3224387066492824,2,Bachelor,Mortgage,Medical,0
22.305347339871872,35084.19164207674,3.1752095664188307,7149.727994680994,592.7896370559371,0.3537170349476303,2,Bachelor,Rent,Debt Consolidation,0
33.316995768283576,28185.382278349658,1.3157720615328359,1803.9022516068346,667.1161750823733,0.5090204997485925,3,High School,Rent,Debt Consolidation,0
40.99103331863595,35522.8099618159,4.262687144324207,17428.78813882753,730.7963788981465,0.21765243113214905,3,Bachelor,Mortgage,Business,0
22.922406074566478,14692.900974275522,2.662880901139476,1882.6080247142816,600.530731040239,0.11651879920289525,7,Master,Mortgage,Personal,0
43.09112790731379,14724.958128747818,0.7557821697478635,3739.785440789031,662.7583642494285,0.13514793352206017,3,High School,Own,Medical,0
26.502790785223038,22250.860167511633,1.0058935156945104,5640.569393312822,850.0,0.3869906881646093,2,Bachelor,Mortgage,Business,0
30.170160739271594,10238.281951873765,2.203354075052798,1697.8322396413464,697.5699648272766,0.3317482023341497,2,High School,Mortgage,Debt Consolidation,0
40.30683123010048,19247.369801534347,4.497190632416446,3359.3470434207743,746.5908004386092,0.12070860630081738,4,Bachelor,Own,Home Improvement,0
28.36563842780512,24995.1810871855,0.39375492214819063,9856.200934880493,554.1730937796447,0.5001397525406399,4,Bachelor,Own,Business,0
35.37574859335866,53761.7648771863,1.4458257880292351,6140.608047476196,514.259703045489,0.19575162422889664,6,High School,Rent,Medical,0
31.853091712119074,26939.77490836515,0.2529059705547484,6559.552748423435,796.4532792187814,0.012802967393450038,3,Master,Mortgage,Medical,0
36.29368006703819,30110.048596398075,0.6554952488496268,3897.1267865554423,767.9068425547779,0.6927306460595448,4,Bachelor,Mortgage,Business,0
18.0,39428.25315773658,2.316605859055577,8408.051679506429,821.3858160026745,0.2363291868429975,6,Bachelor,Own,Debt Consolidation,0
18.0,13597.90758104563,0.16184456514331286,6246.6561267899415,642.0404039536301,0.40683088551229424,2,Bachelor,Own,Home Improvement,0
41.15967006046838,20281.383368478404,2.171541679613733,2180.3216247397386,775.4313832674685,0.27548833150509244,5,Master,Mortgage,Medical,0
45.37181405649051,74065.58740338557,4.621458754558177,6899.9197793958865,394.5736405854908,0.2494482115404704,3,Master,Rent,Business,0
25.895132964684787,21172.08587020409,6.9715697185503664,3000.3089283507516,704.1220886225469,0.3291803987458866,6,High School,Rent,Debt Consolidation,0
32.55971647828866,38492.37213917585,0.48830592557824964,16616.603570514486,753.3026494235181,0.49063826733401267,2,High School,Mortgage,Home Improvement,0
37.94719252902301,35662.99724801491,2.7637917501787337,5924.162538149464,581.1708188236743,0.5336761996476925,6,High School,Other,Home Improvement,0
41.93217601658704,10519.049629462603,5.217417643357226,60914.075061242955,755.5833885424119,0.26886474085445194,1,Bachelor,Other,Personal,0
18.0,25725.54223213792,0.19163309984483132,17562.514105170536,632.0210891747051,0.21808615207910007,3,Bachelor,Mortgage,Debt Consolidation,0
26.13959753021623,23703.399036531922,1.0689515554818592,7301.131825959332,642.0299373872879,0.015365698544788602,2,High School,Own,Business,0
31.67420620150125,25977.326891541252,5.0367556277722185,12881.958770868132,624.1400355280971,0.3663369402858149,3,High School,Rent,Debt Consolidation,0
42.03140197236049,15107.457274067645,0.45326801739551387,1522.578638313311,808.1317893414938,0.3796400235667644,1,Bachelor,Mortgage,Debt Consolidation,0
59.98430483721495,12601.110752871156,5.428962183684999,17499.078922523888,604.5635965569991,0.2413813786888031,3,Bachelor,Mortgage,Business,0
32.71994273190282,17361.232808189496,1.4981320858239071,4203.898559869066,592.333535374411,0.5073131102569091,2,Bachelor,Mortgage,Personal,0
20.930225378960113,20975.334975994047,0.21048345106631774,8706.162869220758,564.2770248315843,0.34935270933325807,2,High School,Own,Business,0
39.02268077201298,39834.64236240543,1.1952279303707687,4527.394963048299,613.1424256253812,0.20105298704899566,6,Bachelor,Mortgage,Debt Consolidation,0
48.2099578954071,54647.31763933685,0.78982554709139,4929.265646247751,669.500321115901,0.1236784924474027,1,Bachelor,Mortgage,Home Improvement,0
36.08014120979501,44280.46654933544,0.6631401930807715,7010.009449401014,713.8589002367141,0.31538039205636875,4,Bachelor,Rent,Debt Consolidation,0
25.933514548457072,33863.48605641167,1.5594834370977586,8616.775484969467,574.6709050032488,0.25129327846556193,3,Master,Rent,Home Improvement,0
44.579939414800194,13330.765906183042,1.3217189317450855,7930.467731059023,687.2903909891785,0.061950502888606956,5,Bachelor,Own,Business,0
41.63545618498435,17953.70739147889,1.3154332806308755,8090.2288744911475,711.1970873858216,0.3663960577061895,5,PhD,Rent,Debt Consolidation,0
24.739191558043757,24464.124718711133,0.18454141579204314,2207.1421966428015,556.722463553864,0.2719492724028191,4,PhD,Own,Medical,0
38.81425617534342,16055.078259297614,3.242193031482412,52346.46477271829,656.3136643778636,0.38049166583108096,5,High School,Mortgage,Home Improvement,0
44.97265567658873,29395.674782539827,1.3133964386202832,9755.478106189603,641.5151527234336,0.21354472051249826,2,Bachelor,Rent,Home Improvement,0
46.818900425588936,31578.85576103712,3.4396870296882516,11499.442978311772,657.3849692740937,0.35397240498976085,5,PhD,Mortgage,Home Improvement,0
34.33551024690544,28800.413719542063,3.481311299260271,6173.412919421872,597.0010482778002,0.15220723523067758,0,Master,Mortgage,Personal,0
31.41920553820681,36774.77040737329,0.7629171441110518,4026.594435088238,636.4500275166059,0.2674314873309348,3,Master,Other,Debt Consolidation,0
47.27273822081263,14012.49055225788,0.00871155288654464,9143.774871104282,653.1070839357006,0.3129215513596675,1,Master,Own,Medical,0
22.89839497019115,35116.07746598144,4.843766294230781,10213.049338455503,836.4047943611504,0.4170101786156032,2,Bachelor,Mortgage,Debt Consolidation,0
39.38579290921005,15555.620121895687,2.8600302149812906,22958.582298906204,654.4739161932761,0.4086255812912653,2,Bachelor,Own,Business,0
21.299733726355708,13760.150152570472,0.22690176883059546,42705.976180478036,783.8414199120111,0.15749263172362216,6,High School,Own,Home Improvement,0
45.65376272259603,28740.370962799512,2.4194924369287634,26413.167221664764,791.4110987296621,0.28863343658902635,4,High School,Mortgage,Personal,0
32.41954484388839,40454.646297718406,0.04045290227815166,1971.9473997735934,518.1031278148647,0.44344615969703904,2,Bachelor,Own,Debt Consolidation,0
47.68583235647469,28113.544312197046,0.05630326812912118,5606.407882885092,620.8810798746148,0.09307932788373836,6,High School,Mortgage,Personal,0
39.91412756355527,22256.78114863235,1.4923502291214206,10600.470818607182,791.617330983385,0.1903004856210652,8,High School,Own,Business,0
22.7677976993807,25721.356372227016,0.20193464693927615,5882.702111280659,668.1108462770039,0.23105520575406094,5,Bachelor,Mortgage,Personal,0
49.246277320772435,23581.397980378093,6.667256305302312,7823.900908797146,638.3616124775488,0.6667597683564109,4,High School,Mortgage,Home Improvement,1
50.51245266427729,12544.336300895466,4.4854504993325195,1456.6448245564818,725.0029952594739,0.16549271459815146,4,Bachelor,Mortgage,Personal,0
43.82286492599216,11833.501849863611,2.098570430165731,16837.610792259857,756.752520814143,0.07023892065841042,3,Bachelor,Rent,Personal,0
27.3841213496378,21175.223201409735,0.13165784448255277,1807.384061489841,647.0628863429278,0.17770003195951015,2,High School,Mortgage,Debt Consolidation,0
31.93986045642591,22923.741927944,0.7855971107599288,2303.093229310903,622.1745810551577,0.1585001643249283,0,Bachelor,Mortgage,Medical,0
36.45427217405759,22151.626173380435,0.9295482472539194,3598.467619471029,413.64306880595706,0.5239614886603979,2,Master,Own,Medical,1
27.962896006685668,30885.769005767317,1.3112397848400879,7494.860792522514,654.7053497791873,0.17820667933650236,2,Bachelor,Mortgage,Medical,0
51.92346572463205,19776.73729586005,0.37001722500904044,2212.3702162884674,611.8844254503828,0.038979252578163114,3,Master,Mortgage,Debt Consolidation,0
36.44326471726037,29187.318353360803,1.7231867789620947,3469.2239859160545,549.3472569015069,0.12324253965568638,2,PhD,Own,Business,0
18.0,20490.294547994563,1.1445889150032689,20315.83751178856,629.4664816211965,0.39322794608224004,4,Bachelor,Mortgage,Business,0
38.3935581275622,54812.82514343558,5.886164408931909,7406.488487030967,608.258811856074,0.13643671794590204,2,High School,Mortgage,Medical,0
31.51842603182687,22933.565605829906,5.503854641323991,11462.516808550454,666.9164973709317,0.15395201993397173,5,Bachelor,Rent,Business,0
34.25073443881552,70994.75682510373,1.6669987887859308,3013.9469342162406,622.0997065338486,0.06581130177133179,8,Bachelor,Own,Business,0
31.313806342143003,26265.348332873145,2.0676126215473323,7761.502226679342,694.69973751035,0.29264879548049016,4,High School,Own,Debt Consolidation,0
43.07046416606687,19794.539873852056,0.2965278398354864,7268.51085249298,667.3905656050905,0.3706874452108665,4,Master,Rent,Debt Consolidation,0
46.196877785533815,14048.571708974523,0.5054620479469352,4288.891655901551,777.3549347684439,0.3228571822258598,8,PhD,Mortgage,Business,0
37.830531622586534,10705.958268284185,4.619529695758173,7778.651839190712,596.5702101349681,0.09573022791342858,4,Bachelor,Mortgage,Debt Consolidation,0
31.606888128618408,13417.013674766988,2.402392810155038,1783.4407191265655,827.9849033589958,0.1714978106256714,1,High School,Own,Home Improvement,0
34.5866279519083,14188.638893277926,0.4200356369668304,11509.027374193814,756.7241180846456,0.17160980889605215,1,PhD,Rent,Personal,0
35.195996165776286,26833.597253010288,1.6889185476525648,5886.434974779207,798.6744159366453,0.4532674574372303,3,Bachelor,Mortgage,Medical,0
26.975699601351632,16931.26707748537,5.459403337879661,6596.038275787014,675.2768054572105,0.17042753923137946,4,High School,Rent,Medical,0
40.789286485712346,24184.410885247853,0.8467626165102428,16017.107386739015,621.8683529272442,0.26634964090324775,3,Bachelor,Rent,Home Improvement,0
39.60042323860466,41814.11250162863,0.4111485368558472,11448.646380685812,596.2052464046278,0.594959756668505,6,Bachelor,Mortgage,Home Improvement,1
50.404412397766734,21080.333520433323,5.6954963444110405,6281.2774146359025,825.2389740014418,0.05789506457009727,2,High School,Own,Home Improvement,0
47.55349780288475,62291.38104597829,1.2370642979072801,3316.718523904447,759.6661469273881,0.22130746003754392,5,Bachelor,Rent,Debt Consolidation,0
28.143250824098697,12235.47147200644,1.0799665417042146,23457.114635517537,549.1883680211771,0.22051839688000632,3,PhD,Mortgage,Business,0
43.20298374508965,20428.948658410034,0.6227673652614318,2773.6027849372053,747.7615313282345,0.41711295645412827,2,Bachelor,Own,Debt Consolidation,0
25.49046616905528,16820.3297537409,4.443583087415626,13406.480951062471,567.4639926297028,0.21665767218883167,1,Bachelor,Rent,Medical,0
41.9593210094085,35180.7136242839,3.736634482265196,2257.661550998727,682.4290756262347,0.5235347809441632,4,High School,Other,Debt Consolidation,0
29.83385801239892,10000.0,1.0316441687467357,16886.98764520451,732.5932594605409,0.1795405719082234,3,Bachelor,Rent,Home Improvement,0
24.767467766244156,10704.744735759645,0.0621833095078069,18187.333737782745,795.7976115034355,0.24826567372199798,2,Bachelor,Rent,Medical,0
37.800453426974045,20875.39744406623,1.183534302897754,1754.4511035137045,673.7544422773237,0.14150457690219856,2,Bachelor,Other,Business,0
18.0,47843.41933694215,0.3989956964507869,11608.211819914655,636.6003918331021,0.1297827308888233,2,Master,Mortgage,Debt Consolidation,0
18.0,24659.58424331063,0.3080142106165351,10863.924695373864,654.4132205719895,0.10816098751411074,3,Bachelor,Rent,Business,0
33.22508116225717,11206.24255361116,0.9987614408027948,14220.494016949508,756.6846462294839,0.028460030406884065,3,High School,Rent,Home Improvement,0
35.824417666348424,12105.518520097536,0.2086708321586857,10852.950093339201,728.8381695547102,0.609253840968887,1,Bachelor,Rent,Personal,0
31.306812298418112,50842.85353197239,6.314832841119994,3752.3869848833056,648.3666248965208,0.5312984614019551,3,Master,Mortgage,Debt Consolidation,0
19.205637012824013,16146.080417725414,0.09741261711151629,6810.451019991169,463.66501330739345,0.3841487496395198,3,Bachelor,Own,Medical,0
26.821081578614944,13746.208419718214,1.0262218909133944,30690.76976191321,406.5525882572896,0.15780227294550042,2,High School,Mortgage,Debt Consolidation,1
38.91209327237394,46105.44248758498,0.35515215370820913,3340.077266014154,672.5336017924246,0.1524759621923757,3,Bachelor,Rent,Home Improvement,0
40.81781770628363,36517.5593800058,2.334711735146939,10491.139960834309,531.8750334617288,0.28807936630119446,2,Bachelor,Mortgage,Business,0
34.83776882404059,41648.88271368595,0.16418107940015675,20353.396867243395,597.1156080285427,0.29844522388807926,4,High School,Own,Business,0
46.56833781036989,13697.643091058186,1.5828680991398683,3667.98503288539,627.3057821463174,0.3751937398905068,4,Bachelor,Rent,Debt Consolidation,0
38.97397023459234,10274.77539227411,2.966504953827359,2608.604498198504,850.0,0.6927609537746416,3,Master,Rent,Business,0
27.525443460417875,23542.986564870745,5.993859382303597,2942.8039581304342,662.2372502971236,0.37026662343616784,1,Bachelor,Mortgage,Debt Consolidation,0
32.194979465883826,26044.530578462498,2.3981533729225664,11114.180441936578,721.9976796179519,0.025093929400120583,3,Bachelor,Own,Debt Consolidation,0
20.971338427921452,26431.213012970326,0.20959192261854878,2922.857409294117,700.4547340493235,0.5952656720488511,6,Bachelor,Mortgage,Medical,0
33.918610096085835,46124.15068405601,0.1853724601180412,7271.457031935953,407.8112457464905,0.25412178384185563,3,Bachelor,Own,Home Improvement,0
46.121006192213386,10000.0,2.6305392063769713,24270.505265932585,610.0508961921046,0.19424282318107805,0,Bachelor,Rent,Personal,0
41.85290084710968,33855.18781889093,0.48498254694968906,7777.214350902619,527.9969764481882,0.5161216151221029,2,High School,Mortgage,Debt Consolidation,0
49.02009325919122,12729.628115984411,1.1856602345873786,4349.211178970858,822.720309567145,0.15078634068875962,4,Bachelor,Mortgage,Home Improvement,0
31.971147562010067,33788.22542019948,7.51184286121434,8958.22817573819,468.0685643955486,0.0944981658336393,1,High School,Mortgage,Business,0
48.46099794514258,17370.378470440395,3.428561550904081,7669.921938082811,607.9176008729389,0.12185880558960498,4,Bachelor,Mortgage,Debt Consolidation,0
33.066957735520305,14661.99575199712,3.7493261757175356,11639.10829093086,623.9272610775622,0.20114726038379155,3,Bachelor,Mortgage,Medical,0
49.715850825698936,16237.012647625843,3.943254705567857,29593.666358905804,551.4160282735184,0.387781083967338,2,Master,Mortgage,Home Improvement,0
34.781432525578765,10691.399365468573,1.9327765362024307,11130.174105725635,660.1424044002686,0.11250954214040451,3,Bachelor,Own,Debt Consolidation,0
42.072313738042766,22476.249882469143,2.7246395157900265,41234.31221192625,645.7721976665415,0.056524119426538504,2,PhD,Rent,Business,0
49.75112364309855,14967.90176108516,0.8893296966217353,11663.755857930986,666.3045647754624,0.13082516740000935,2,Bachelor,Mortgage,Personal,0
33.065723714187946,32635.277541648273,12.93413767488353,4385.833496809748,700.2491302293104,0.10306401614861622,3,PhD,Own,Debt Consolidation,0
37.18388987544174,30334.108168358653,0.6559588804883165,50546.1669860558,673.6818860828979,0.33950322831149893,1,High School,Own,Home Improvement,0
47.88863425206302,51229.89495392242,1.7832323525693254,7333.041050469093,688.0476247131019,0.12972519843607205,4,Master,Mortgage,Medical,0
33.669968360699364,26454.028760395617,0.6627432331561824,3484.522208910021,761.2211632535258,0.18728239776550212,4,Master,Mortgage,Debt Consolidation,0
21.791077174938387,28576.46864635112,0.23772710216612689,51999.164540411526,485.0335152195171,0.07295031524542532,3,High School,Rent,Debt Consolidation,0
56.4300705458491,44358.06880502256,1.6767427762415132,4507.538476085696,719.9966494611776,0.20210869747943336,2,PhD,Mortgage,Medical,0
30.30235535662863,16093.466352417134,0.8718960674167638,4368.122030287065,545.4297543905434,0.21834105918076724,3,High School,Mortgage,Home Improvement,0
36.58756050937543,10465.829475254362,1.750390033749798,5212.545492070294,585.7601013158986,0.272804489424676,2,Bachelor,Mortgage,Home Improvement,0
46.56006669451127,24344.15429245396,1.6359631826525638,9243.733400076208,662.1085593402871,0.37644309846760404,3,Master,Own,Home Improvement,0
28.91506096268798,10814.934320765422,1.5628935920260787,17063.36621740452,691.1321016413583,0.4416254703898274,1,High School,Mortgage,Business,0
24.921320867778697,75129.55756820727,0.26318340048147343,1000.0,702.905404024834,0.4505856751675754,5,Bachelor,Own,Home Improvement,1
37.53737296774833,45603.928633711446,1.1602827174153238,17003.940465198146,555.4878154753603,0.1896567994318094,3,Bachelor,Rent,Debt Consolidation,0
18.0,64989.96592980701,3.342668541241247,5199.783755043699,813.1193756950125,0.2963126346088947,1,Bachelor,Own,Debt Consolidation,0
32.1209392313208,22725.05838709674,0.7570918904227176,5823.661376832055,608.2147507474544,0.4161021413249432,4,Master,Rent,Business,0
37.45038664315406,29006.835754103988,1.1733679652109634,31957.221162278,578.0592812194985,0.17899204365140145,5,Bachelor,Mortgage,Home Improvement,0
32.30048103174836,17505.357992024707,1.3617716792295218,9610.836355587358,522.8064134835208,0.36833818688288095,2,PhD,Mortgage,Home Improvement,0
19.56549056814253,34250.70415651633,3.9716301037617585,11593.050216598893,512.9486817845806,0.3539511881289025,2,Bachelor,Mortgage,Debt Consolidation,0
50.941779562040125,11994.798710003579,2.1319016727066944,7794.330645996274,510.02008651452286,0.46424573222991306,6,Bachelor,Own,Personal,0
36.03538153949175,10000.0,0.21117115938192504,14926.807957508297,681.435837515033,0.3989073903762431,4,Bachelor,Mortgage,Debt Consolidation,0
49.31152117761741,14833.518910908355,4.007495729658663,29566.831611705442,710.4179089203861,0.44878563397872623,2,Bachelor,Rent,Business,0
32.39963749819555,10638.803059835878,3.568368175826066,1118.7281890094782,563.5794978990469,0.27264035462425806,5,Bachelor,Own,Medical,0
26.19988018309236,46118.21951166439,2.801971348622162,19296.796807377137,535.8121183350145,0.32458729149348564,3,PhD,Own,Debt Consolidation,1
37.691809202551596,54602.70636014192,1.2549361889235424,27934.742697683472,628.8354445004254,0.47496997157211746,5,Bachelor,Own,Home Improvement,0
32.842128736717804,10922.011807576831,2.83388146902825,12098.667460881054,659.7286403109485,0.4243005215594805,2,High School,Mortgage,Business,0
23.222385420086418,42018.1860089315,1.3030205568823854,4713.142027982087,676.2977484275201,0.18075193031887904,1,Bachelor,Own,Home Improvement,0
49.69784258787496,35443.405488000666,2.668341683815168,3223.3679582456575,553.5713384744593,0.15870622131357617,5,High School,Own,Debt Consolidation,0
28.77729777106004,10047.826863726257,4.24236399859204,53609.23084724854,633.2803728438207,0.05498743884202996,4,Bachelor,Own,Business,0
18.0,18121.7152286386,4.424421149479456,3928.5003853302105,806.7177553817501,0.5151989567661335,2,High School,Own,Business,0
48.28166053957332,16480.252730553948,1.2123930495149526,27285.56964102134,530.5235888023635,0.3209816063230054,2,High School,Own,Personal,0
29.957019841873766,32016.212666668893,3.922857393425464,11074.595378581662,647.0871614010609,0.42717323733586365,2,Master,Mortgage,Home Improvement,0
28.921761073843758,11915.678400011731,0.2139622796706108,41633.67628376269,699.9981067119626,0.31592080851244625,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,20964.036210062586,0.21476827356786454,6281.6745282966585,553.2122854872653,0.5087705220172676,2,High School,Rent,Personal,0
52.40941486596991,15631.333680546202,1.589327728063799,2239.3373184597667,711.1314346398699,0.07485382303715057,3,Master,Mortgage,Debt Consolidation,0
22.105194127903125,27908.053768537986,2.110212800339317,8117.16859992209,516.0764651096806,0.21939800845627572,4,High School,Rent,Debt Consolidation,0
35.5844948070565,19763.735246992244,0.3320944720870145,2467.2066770186866,713.451730013039,0.20626505246958407,2,Master,Rent,Debt Consolidation,0
44.1262032254044,16854.570546166666,1.278000094756554,68985.27982607484,654.3356518942343,0.08462069933135946,4,Bachelor,Own,Debt Consolidation,0
39.21716933003097,19798.307083303444,0.19823269736278723,13407.889472181912,508.05792362975325,0.19613150184117575,2,Master,Own,Debt Consolidation,0
34.40345688007808,60962.93993147896,1.8431065372912347,15100.820506167895,718.766566798634,0.06477969620575742,4,High School,Own,Medical,1
18.0,17882.005054259356,3.86334055255532,15108.552095514451,560.4139616086899,0.2949483591605353,5,High School,Mortgage,Debt Consolidation,0
26.90275164232716,13088.606407467827,2.6760675392092717,4652.352364489869,634.6689178249757,0.20929790736577986,2,High School,Own,Home Improvement,0
36.87800338042522,29487.354357529424,0.9505680598842162,7290.851383082536,713.0166889117002,0.10316896272542331,4,Bachelor,Mortgage,Medical,0
27.128259300130036,20501.178787211367,10.164411889480554,8851.052921339953,553.5556423647706,0.179430258855196,6,PhD,Rent,Debt Consolidation,0
37.03359459998768,10855.021191741898,2.1749588381403573,38373.0538936908,597.1712500774922,0.1682536903287679,2,Master,Mortgage,Medical,0
41.817434088151415,67221.48331453955,3.377486490530788,3210.964252279264,762.6159227211934,0.31836714586215703,4,Bachelor,Own,Debt Consolidation,0
44.625028858001016,18467.367363267687,2.215492073019808,4523.914275355919,443.0192725226826,0.22744198173298674,4,High School,Own,Home Improvement,0
22.738206421873166,18234.401350702214,9.09687871022133,6061.151727323645,791.8673232448645,0.22069970691592272,1,Bachelor,Own,Debt Consolidation,0
56.966460549789545,23859.02129008242,3.4447627367419895,4727.173209520919,503.57456079900624,0.1151790636462184,2,PhD,Rent,Business,0
42.674793445541304,52316.04467764116,1.4655365341489233,2522.1294320108686,580.0729532818044,0.18294152208984038,3,Bachelor,Mortgage,Medical,0
34.98285846330936,10000.0,0.9141892217124767,1000.0,678.2412346925872,0.209053271406273,1,High School,Mortgage,Personal,0
45.89536583076641,25285.665287347787,2.29238179776875,1879.055296118725,710.313985063018,0.0922413598864565,6,High School,Mortgage,Personal,0
58.654077719999734,62544.65626913395,1.7842785255315516,19520.56776889213,679.7990026787488,0.44379224507421605,2,Bachelor,Rent,Home Improvement,0
20.612798989431305,23490.804845007184,1.9849973049023024,8049.9799458973,654.7265384503397,0.21626381751402862,3,High School,Mortgage,Home Improvement,0
32.74737357508646,11876.690900037878,0.8401783395311871,15810.524944978642,606.3955006172072,0.46276800066823337,3,PhD,Mortgage,Home Improvement,1
18.0,16168.199101030648,1.1197811233614825,5084.688882728437,806.1290760620902,0.12898636054762416,3,Master,Mortgage,Debt Consolidation,0
36.92651532648025,24426.924471915645,1.6333278320114264,7490.055390862958,727.2956371146025,0.15800798798856164,0,Bachelor,Own,Medical,0
38.65394241925141,42847.473372566674,3.6562254509211423,29452.26219107342,767.56048994601,0.20229033155253381,2,PhD,Rent,Personal,0
34.6083788455724,18589.126236186665,2.8786217968794543,28062.181212970354,607.8642700261419,0.30959358521035557,5,High School,Mortgage,Personal,0
28.4546642900169,33300.4403204089,0.2526142338919432,17215.711515838564,417.17880983227053,0.3769585721617101,6,High School,Mortgage,Debt Consolidation,0
18.0,10746.287085242722,0.5635438106136129,9527.467578776019,752.0030320866302,0.387203849147335,2,High School,Mortgage,Business,0
38.73533683411769,10701.517311422345,0.05403897143494769,12263.412831982152,685.6433566879213,0.18547548996129387,2,High School,Rent,Home Improvement,0
49.55434483915325,17302.385404909903,0.015984844905179756,10899.91902092076,668.2861301932729,0.184345676849202,3,Bachelor,Rent,Home Improvement,0
29.08981544266568,45207.32277236782,0.5081734561168192,7090.12723509492,593.2625166493478,0.3020587172303041,6,Master,Own,Debt Consolidation,0
39.40059929023145,22798.210380006432,3.2120968067246833,5863.512773921688,615.1881413290896,0.20088546557103165,3,Bachelor,Rent,Home Improvement,0
19.318556865799493,25461.062357770545,4.702451358363772,19888.448330102463,590.0950250893318,0.33305452953379305,2,Bachelor,Mortgage,Home Improvement,0
39.57213063692514,25312.15003022165,0.9943989848577406,2874.108910121125,654.5167830616107,0.20493173327987485,2,High School,Own,Business,0
31.06617702255343,38353.612145598294,1.65655328331961,26632.475186872485,536.4322528771839,0.12435331003266376,0,Bachelor,Own,Business,0
27.375820493970856,16234.431284827975,2.4487088917336193,6500.573967007033,726.2610880498794,0.06664375191003148,1,High School,Rent,Debt Consolidation,0
27.396363587838692,31074.491550820916,6.112523517990446,2832.053076222145,850.0,0.5020642154213942,3,High School,Rent,Debt Consolidation,0
31.063884179669902,14538.544865779117,4.882137163719456,5237.481928625685,590.234740444274,0.4153632849631348,1,Bachelor,Rent,Personal,1
38.824333156925356,59375.46233256663,0.1177858887567321,4025.7789147668873,490.72094227730497,0.2244870199991019,3,Bachelor,Rent,Business,0
21.878367988044822,14761.894563111247,0.5704790310730626,5112.585471314926,639.7984952225493,0.1324587504818095,2,Master,Mortgage,Home Improvement,0
31.028846684321472,14168.909175534072,0.10078643905860284,5038.366417682073,681.5223336561104,0.18590513561468186,4,High School,Rent,Debt Consolidation,0
34.58528222000852,28993.730813217462,1.9170525592984438,4880.701228553298,695.3253894305094,0.10171186840134401,3,Bachelor,Rent,Medical,0
24.009607754681408,22922.957899667985,2.4791537915705564,6333.665056735639,810.2510485985695,0.2925654638339774,0,Bachelor,Mortgage,Business,0
52.966652016750174,25937.01046432761,0.7371579253673657,7693.886522330152,731.58029401494,0.3530396287945357,6,High School,Rent,Business,0
26.465045199386584,24677.739902350044,3.846269687004002,14929.400088993276,468.8418096545929,0.3377588857827344,3,PhD,Mortgage,Debt Consolidation,0
28.305630863665094,12769.36089753818,1.2059284282717517,6661.086540255124,526.4026567836318,0.08850915168788445,8,High School,Own,Home Improvement,0
25.21692050177502,49349.329815665646,12.852529624843738,10517.719080096538,690.5653784535763,0.2910357344971443,6,Master,Mortgage,Personal,0
52.984800871381175,34433.01436179729,0.0007995449753969554,8152.052782220936,604.5846865523664,0.3406719310502608,3,Bachelor,Mortgage,Debt Consolidation,0
40.529052285994815,43454.72957003411,0.23192123847458093,12487.265155259836,801.5127059235492,0.34926708420819025,3,PhD,Own,Medical,0
25.634079937563577,16912.944516499727,0.7184800130453104,8411.375305193238,556.2867313109132,0.40819401247771847,3,High School,Own,Debt Consolidation,0
46.06231558859969,27126.374770927083,0.05167711367259993,4829.714232326137,746.070995311007,0.03053491688850641,3,PhD,Own,Debt Consolidation,0
37.00698694288878,24311.000712748908,3.049637150785111,3887.1840422831374,585.0659817673317,0.26904595676292414,0,Master,Own,Home Improvement,0
37.57253421111502,38715.7321958412,0.10843046106337416,9587.195439950845,676.2193188197056,0.1335993100117966,0,Bachelor,Own,Home Improvement,0
31.555227912475473,39344.99547318983,2.764442401773079,22442.298698178667,567.207413961842,0.13386414589381446,6,Master,Mortgage,Home Improvement,0
27.505840130430265,24258.574014390317,0.10800119331298248,6745.968177645631,705.8859577674747,0.14583160368746653,3,Master,Rent,Debt Consolidation,0
38.37766099054601,10311.596699991522,0.5826501058507105,4625.358113696621,757.2711305202165,0.29949624860288576,3,Bachelor,Own,Home Improvement,0
29.549127700044096,53628.23300464142,3.6811871460231087,6601.574497446664,675.2995213602884,0.34292148948803863,0,PhD,Mortgage,Business,0
53.16755629575105,29085.461306306788,6.035763309547938,5171.325880905941,840.913253738521,0.04499732357399722,7,PhD,Rent,Debt Consolidation,0
22.307088947568957,16248.916023786958,1.0706681773819189,4752.450148189782,577.9563782076722,0.06229680457196135,3,High School,Own,Medical,0
50.36156772854945,26991.332343527843,7.009050882487785,2553.255102270764,659.7968546300606,0.41223022035969137,4,High School,Mortgage,Home Improvement,0
33.88681151202199,10347.01370118351,1.971715342062185,6663.9879191373075,734.5849400930816,0.012936255470709439,5,Master,Mortgage,Home Improvement,0
37.99085734021106,37334.62778182615,1.0751440227977116,9785.155027375831,555.0222145846611,0.10789554445706945,1,Bachelor,Own,Business,0
43.33157766629435,10555.413421882135,3.2470873041799084,3410.031044658539,656.2287580045881,0.23416330022982107,2,PhD,Rent,Debt Consolidation,0
28.69750704995564,19723.828532862233,0.7000471415791226,4013.1357601552836,716.4039889915184,0.3627353876270956,4,Bachelor,Rent,Debt Consolidation,0
43.642483846986366,24890.1450952128,0.6179374316103594,3795.4201850898344,742.9199860157663,0.27059452224051955,2,PhD,Rent,Debt Consolidation,0
18.0,37027.636897952776,2.137413948730275,2672.2006525733523,764.1843240684261,0.29672452683907086,3,Master,Rent,Personal,0
27.80010466778061,23231.68452535077,0.9901911903894427,3772.624971589654,563.0937131684087,0.2628749272863531,3,Master,Mortgage,Business,0
25.759371926589345,30256.95749374386,0.29217527691491396,6916.843873580447,678.8258395127534,0.4551797434590209,6,High School,Own,Debt Consolidation,0
22.464939876282383,21718.43125857251,0.13862349169375796,2769.310787828923,518.5088938544117,0.27423120282600055,0,Bachelor,Other,Debt Consolidation,0
32.85045161921049,21674.831431560342,3.1008534300186668,7258.772569970404,577.5625788632292,0.33933189441982814,4,Bachelor,Rent,Debt Consolidation,0
38.85749968181695,22988.252996895506,2.2534725640193334,4615.735777769069,632.588691151859,0.3105074276748375,4,Master,Rent,Debt Consolidation,0
42.026599984993055,20039.709108986477,1.0613704690338446,3853.797685608665,764.4027583951444,0.5191262737633978,4,Bachelor,Mortgage,Business,0
37.40876757200407,10000.0,4.531111156971442,10957.364355816317,702.791523606257,0.22545157235537513,3,Bachelor,Other,Debt Consolidation,0
28.34306535106453,15000.491604065732,1.0581718404370397,4855.656124870593,654.0091002376347,0.23817502212403346,4,Bachelor,Own,Medical,0
38.69016437825167,24894.132710141443,2.477787485043128,5563.534613690663,694.8656710826257,0.5592493347491716,2,Bachelor,Mortgage,Business,0
36.2428569485085,19446.8328100127,4.796326672008646,22888.85633094792,702.1203889996627,0.1665194956271418,1,Bachelor,Mortgage,Personal,0
44.36056167936016,20375.64224642166,3.6741262165184576,3881.416692883215,686.9023366124976,0.14819424974177164,0,Master,Rent,Medical,0
42.76936702931516,18738.26868178932,1.431214158017453,28358.997702365206,592.4923044729206,0.42719212704068515,3,Bachelor,Own,Debt Consolidation,0
35.30476413920629,14302.659866964315,2.2828499794529726,6135.010672534173,554.3310402152824,0.38028645861450816,2,Bachelor,Own,Personal,0
26.027469938387434,17213.51774453749,1.067730610218934,3265.2522374963396,627.6709638987085,0.40389019901453255,3,High School,Rent,Business,1
28.47049844167919,18893.70596397128,2.0836918796845234,5202.22307248236,570.6138847893338,0.41458401010847384,3,Bachelor,Own,Medical,0
29.502106403619667,22083.181292106736,0.5956060696669602,8561.407860510148,712.1278252829211,0.31573076888124796,3,High School,Mortgage,Business,0
31.847336660837442,26814.261546998383,1.1409464323294642,22105.972234918332,802.8956164558713,0.16770013250848598,3,Bachelor,Mortgage,Home Improvement,0
37.68050427589753,20125.135889899888,0.47029496617074334,15352.902864819844,706.3640503828777,0.17372977980996238,1,Master,Mortgage,Debt Consolidation,0
42.15174390128058,13163.095165258715,0.07786621060622867,8528.130764774498,468.98615301108117,0.1672237153909226,1,High School,Mortgage,Debt Consolidation,0
34.48881306984622,10948.51358141259,1.776086211558001,22202.602377265503,586.6749128617653,0.1441514127038323,2,PhD,Mortgage,Debt Consolidation,0
35.161247879004726,80718.13931729077,3.9965246760753748,1799.3312763297536,651.8149066363038,0.3095129662795134,1,Master,Own,Debt Consolidation,0
36.43306305000004,12520.12320008079,0.05182217223318984,9892.70824711518,506.520357929458,0.45601317097368343,1,Master,Mortgage,Home Improvement,0
29.8409468686766,16995.221569297206,0.4363860028883774,10383.276700223005,653.119650643878,0.5193822970682859,3,Master,Rent,Home Improvement,1
25.74607742357044,28523.972448931956,1.233057801024635,10485.136628064516,696.9319396698513,0.22801572894097605,5,Master,Rent,Home Improvement,1
18.0,26381.817077712367,2.1926108042099215,2234.737537372733,790.8858597595481,0.07613265558073838,2,High School,Rent,Debt Consolidation,0
28.048506419231277,28579.153895820786,0.3756232642396905,3592.0202921099076,831.8707024562314,0.3728786033425952,1,Bachelor,Mortgage,Business,0
39.73145453267787,17652.65481033963,0.11673086298213566,7092.693596619999,530.8475859226078,0.3547076835256253,2,Bachelor,Own,Debt Consolidation,0
27.970885619604324,24816.87229533458,1.4639785965229186,19768.266005942693,638.3411862369508,0.19665814768953646,3,Master,Mortgage,Home Improvement,0
32.621929625740606,22712.52542475023,3.415311474318054,37504.32717272578,639.6033486791824,0.3221031328884619,4,Master,Mortgage,Personal,0
39.66431287412317,18843.70747572972,0.07174127323308288,4762.13701274193,578.6991085929103,0.35711849373585997,2,Bachelor,Rent,Home Improvement,0
40.206894964226684,24902.036615263136,0.8596266198834648,2841.6000387175727,659.8648468618916,0.31460682050798827,1,Bachelor,Own,Medical,0
24.20467147833961,37334.860737183495,2.178401886043158,15562.339643784006,641.993033354223,0.470194394393074,8,Bachelor,Mortgage,Debt Consolidation,0
44.970593564536415,21783.32152454971,0.2802306236412494,65610.82713091772,711.38028957171,0.5545830853310819,1,Master,Own,Debt Consolidation,1
46.27350089355485,21855.90516281877,0.5382356569781739,19644.49659641756,785.6613929546859,0.2778243099290118,4,Bachelor,Own,Home Improvement,0
23.701501427814403,37574.485331866665,1.5335557680205998,4451.933703132028,663.2363949536443,0.5367749251144459,4,High School,Mortgage,Debt Consolidation,0
26.76163130358846,35620.627739133466,6.125099156502053,79930.39197398073,600.9950218627599,0.4650870459169741,2,Master,Own,Business,0
46.910906831461915,48628.65379842405,0.6775090091115424,14036.827582353304,547.4482123269752,0.17637256742610985,4,Bachelor,Mortgage,Personal,0
33.53146478744699,10000.0,1.3370161484438121,4303.523690992438,850.0,0.2698558901790513,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,34632.90745558314,1.0214208043565665,38079.895057942755,740.6875608272958,0.16917319301668596,3,Master,Own,Debt Consolidation,0
21.003184952673138,29756.11757778891,4.553769820835038,4040.0265829874143,689.9710900711475,0.4984021651110902,6,Master,Mortgage,Business,0
32.50630374827519,14145.810777684621,0.14920974447403265,4930.172148911723,633.4019287686901,0.4451789219677825,3,Bachelor,Mortgage,Debt Consolidation,0
23.36957349715398,24979.080136426877,1.6701017498662862,14491.197250327163,811.1878674195377,0.2571926019225266,1,Master,Mortgage,Home Improvement,0
30.865762293635587,37255.72390488365,3.7431604925293063,7943.233758427182,634.0375815958213,0.23715843015741223,0,Master,Own,Home Improvement,0
35.32396213683579,14551.080612719943,8.865390069765033,8346.567918320654,478.7882932450792,0.13416997009692352,1,Bachelor,Own,Debt Consolidation,0
49.62254604034729,27481.854087997504,2.399466922915344,8357.822463810297,676.502642105365,0.07030378785566258,1,Master,Own,Business,0
32.09546083772211,34053.11661272515,0.9558634697049153,19763.33911732713,527.2193876307632,0.15138616263515328,3,Bachelor,Mortgage,Home Improvement,0
45.72541799572759,12893.6499695756,1.0614593110222648,1262.0434705021526,676.8760681993813,0.3256253478793322,7,Bachelor,Own,Debt Consolidation,0
49.2876016203677,20513.882966119,0.8667486024118138,10174.207382077026,784.4134153247704,0.46234464250296103,2,Bachelor,Mortgage,Business,0
49.34309669352076,25603.496119756812,1.850729048024417,6424.26366377324,482.749135288145,0.4499873355999321,2,High School,Own,Debt Consolidation,0
37.847545933855685,14793.367941046441,2.6895815170106068,4438.195589113233,560.0365685541187,0.29423575056735585,3,High School,Own,Home Improvement,0
18.0,14191.853765021071,3.42368962849091,4428.830645940685,736.4727418490505,0.3027893723473689,3,High School,Rent,Home Improvement,0
39.608248654038654,20588.289022466077,1.0777408219926816,1000.0,600.0529258579647,0.08915494101748757,3,High School,Mortgage,Business,0
45.48399887813541,32886.57696288819,2.5225577681997304,4278.105357642634,691.5164391049915,0.4107017860870551,1,High School,Other,Debt Consolidation,0
34.189328945645826,30389.9427053377,4.959183804937335,22751.131967432088,691.7313862441154,0.5082798484821918,1,Bachelor,Rent,Home Improvement,0
52.44583870075249,14318.298811913119,5.072184180843876,15766.518722580286,738.956992280775,0.508610503618263,4,Bachelor,Mortgage,Debt Consolidation,0
43.598335614674575,30518.365916253566,2.4349876232054064,6952.764227665943,585.3408347397145,0.3122117301064819,3,Master,Other,Business,0
40.68273377152784,14501.829776308528,2.0261660794445837,2620.172469199908,394.81708905675794,0.3302063130009654,4,Bachelor,Mortgage,Debt Consolidation,0
45.86380711205838,10000.0,1.5165496726465202,15638.57375502826,689.6864635584757,0.20154182700671364,3,High School,Own,Debt Consolidation,0
38.333698512608784,18332.454068133313,0.40471631462931995,23106.719215142984,493.09962559240637,0.42245223919851643,3,PhD,Mortgage,Debt Consolidation,0
18.0,38618.42162553065,0.2639330127796867,18533.880910007992,743.5176546729963,0.2239547677633814,5,PhD,Own,Medical,0
30.008610485296344,30576.29382425493,1.329939855852515,3733.1944088626456,645.7736085292757,0.3652535812065326,1,Master,Mortgage,Personal,0
46.97168027247854,22009.161914618144,0.3473837743669698,4056.586175070573,620.3968704263432,0.15079588351775364,3,Bachelor,Other,Debt Consolidation,1
26.924086599017038,17883.74105676676,1.7207658484265291,30477.043500332133,719.0555604314089,0.12697662850273964,2,Bachelor,Rent,Business,0
32.76527494763061,18126.295117736692,2.075237946650088,3079.686751701602,475.81560251996086,0.5967458064422063,1,High School,Rent,Home Improvement,0
24.55163686096929,23257.721256340777,1.4914746205081078,11879.51411194696,629.9793109782313,0.22738993299117452,0,High School,Mortgage,Home Improvement,0
52.839225952017685,12910.306916130083,0.07421346040745128,1954.3463766861335,694.7874227638665,0.25304807530820483,2,Bachelor,Rent,Home Improvement,1
51.814924574180154,18507.777486547126,0.11892251003512913,6372.503631373964,675.2843772111536,0.36876767500439817,4,Bachelor,Own,Business,0
26.161311048592708,19775.8202184411,0.2405900416352757,12940.540289050892,601.1169545879644,0.2511617576692846,10,Bachelor,Own,Debt Consolidation,0
36.47298000389084,11208.893119927698,0.33363467353457793,7911.140494792267,602.1266335408975,0.7628778113544733,7,Bachelor,Mortgage,Business,0
28.19505952235952,14483.652441263808,9.186999852168627,12321.86563264426,804.324208908005,0.2591186858372101,2,Bachelor,Own,Home Improvement,0
41.149446390313784,27044.89104775105,0.8446987475356006,3038.2468667336702,741.2671662331738,0.10238638580660078,1,PhD,Rent,Personal,0
40.09683077242329,22131.47140457319,0.6905471562885681,4204.869041504272,583.5826805351506,0.16459976785738578,4,Master,Mortgage,Home Improvement,0
43.117055716132654,18875.481890301187,0.1073641550753308,11913.824205586005,784.8460944272874,0.1302469816594759,4,Master,Mortgage,Home Improvement,0
38.31918447707887,13964.676055581876,2.017472187153475,14150.574651241175,725.5081016713762,0.3328972351173623,1,High School,Own,Debt Consolidation,0
64.35406206388468,48456.6524224608,2.1122023653565214,9660.979141274103,698.8389641708169,0.2134986955180582,3,Bachelor,Mortgage,Debt Consolidation,0
24.72076234989261,14487.049518370079,0.38583181350451273,17285.896094409443,702.6590139739048,0.3042745565409049,3,Bachelor,Mortgage,Home Improvement,0
18.0,24979.14120114633,5.032585132028787,2152.1737333699925,535.3878902009883,0.09344563791257,2,High School,Rent,Home Improvement,0
31.069097992985384,17258.593217614543,3.223817390562604,5580.544547226335,800.5264011046386,0.18376140627348747,3,PhD,Mortgage,Debt Consolidation,0
19.320117344397325,22429.663974311232,0.5235590945953186,34826.95791420103,745.1507726573204,0.049639511959655755,4,High School,Mortgage,Personal,0
20.075377299940072,27689.397882102025,1.330479407902245,22624.192180354283,674.5123430167698,0.34551224183209783,2,High School,Mortgage,Debt Consolidation,0
24.98685345802033,11101.901793762694,1.2264213491700497,13452.369385501792,674.3606544304106,0.23084768808971623,5,Bachelor,Mortgage,Business,0
25.778110945683725,21953.71994944899,0.8570185266552066,7155.999833172081,640.8524998904406,0.6894997843986526,3,High School,Mortgage,Business,0
25.4538189804994,39949.21592084978,3.4034870619947553,18543.09019990948,593.1291156765315,0.12736268567973438,6,Master,Mortgage,Debt Consolidation,0
40.182189504454115,53143.4928705344,0.2314154738061623,11422.189795291,703.4548246817712,0.21934215995681103,3,Master,Rent,Debt Consolidation,0
29.93810938914664,20640.140224032268,1.0733614763446346,2406.7864376432435,570.459321420683,0.1113004455909137,2,Bachelor,Mortgage,Home Improvement,0
33.2048542512752,22490.327426536463,1.1173414262409471,17972.713277092607,665.0698704143639,0.6244446477663158,1,PhD,Rent,Debt Consolidation,0
43.94232774500935,66547.18436084282,1.2649532781431694,4052.8080622219964,659.7365063015309,0.1831165699779946,1,Bachelor,Mortgage,Debt Consolidation,0
27.33677475218574,38849.9527974265,3.9516048854401076,14879.662103253153,688.5181571231816,0.29657563433032463,2,Bachelor,Mortgage,Business,0
32.35454101295278,16177.193414058935,0.49222790042395265,2224.353896876374,744.1249957741672,0.5719088717679573,3,Master,Mortgage,Home Improvement,0
38.65759986092915,16163.4576803659,0.21722754466521554,29121.01815112004,690.333712191712,0.26413701847986404,1,High School,Rent,Debt Consolidation,0
18.0,35535.04710638704,1.92366677962039,6503.416264428975,719.356642205201,0.44383314160995746,5,High School,Own,Business,1
18.0,13286.203367062837,0.38192026409641033,3336.0105776201613,456.00574194599244,0.22805118441890282,2,Master,Mortgage,Debt Consolidation,0
38.461173287977225,37943.87509280764,0.15577624693434197,4671.314616650864,696.0413383582543,0.3293203484656715,1,High School,Mortgage,Business,0
39.92014280566899,26033.7742041686,1.1125151381383465,6188.949995617483,657.5056613538218,0.45179227160064384,0,High School,Mortgage,Personal,0
55.64220134852411,28534.249512053542,0.49601633646694165,8065.76811732618,687.1724947037388,0.3661898026535393,5,Bachelor,Rent,Business,0
36.5809487586681,19372.951086588815,0.8963797574809427,23260.606698470743,597.0920257652458,0.06813399309767612,4,Bachelor,Own,Home Improvement,0
43.19739717258095,16076.077845127105,0.6014294733776006,8570.780604775993,765.0925342001209,0.19466656903912224,2,Bachelor,Mortgage,Debt Consolidation,0
33.04527356414026,45752.257577119315,0.19442419259434124,1426.9100224173521,675.0430461562813,0.5422647102482915,4,PhD,Rent,Business,0
37.972272215850865,19470.02455863661,1.6435399222523805,3029.6706319400455,575.5185126309118,0.203732529103665,3,High School,Rent,Medical,0
51.67256841749534,17935.413796550314,0.05478025220234944,73572.59125508643,593.1685345771762,0.14930534725257302,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,21161.345397428886,6.784991580779019,9030.03061282925,740.2773546647127,0.2853626294933136,5,High School,Own,Debt Consolidation,0
39.1361625757168,24258.226267311198,0.835066841461083,17337.58714864168,641.471087186148,0.0660370620743884,1,Master,Rent,Business,0
56.35586730077366,13155.397854863346,2.3759201272098602,6331.693965398081,649.5283589470907,0.10838733275957646,2,High School,Own,Business,0
37.82034219209343,16606.745594164026,3.325285776868026,3627.543399220407,630.2287444700082,0.19691697149391565,6,Bachelor,Own,Personal,0
51.50572963232848,16171.148280163465,0.6545229995002774,5513.606482679362,751.113050231339,0.43991884775028517,3,PhD,Mortgage,Medical,0
28.707878504705576,33612.058056555805,2.762523763506344,8979.153279356256,698.2329969822782,0.23363200857959776,5,Bachelor,Mortgage,Debt Consolidation,0
34.67952505836286,14143.617142980262,3.5725990687704208,5607.223354217364,531.286646037561,0.1856088656039315,2,Bachelor,Rent,Debt Consolidation,0
35.33524702388588,10000.0,0.5523431036369614,37600.559636767844,552.4228975421298,0.06580121499492636,4,Bachelor,Rent,Debt Consolidation,0
18.0,10000.0,9.78428552600199,4949.2818519266775,650.4567553350116,0.608169756674415,3,Bachelor,Rent,Debt Consolidation,0
23.318221721498,10559.803326075435,0.04181138389458436,3484.680051976672,585.6958335911062,0.24628282536526863,6,Bachelor,Own,Business,0
24.03124920616014,43511.001860147204,0.4892463926383214,15475.945709381125,433.9468712500807,0.3325566097911018,6,Master,Mortgage,Debt Consolidation,0
43.220660780325275,22205.677973761238,3.028444167588621,17078.95022258864,575.497377185492,0.20050818730790285,3,High School,Rent,Debt Consolidation,0
43.72153105684055,28300.211112342735,0.43166822358814294,8299.758502116012,622.1477441548096,0.2867664819994606,2,Bachelor,Mortgage,Business,0
38.24036442706533,28803.26027069853,2.39637821310368,5005.462534512705,609.9998367629099,0.04795491228480528,2,Bachelor,Own,Debt Consolidation,0
43.24102896855706,22654.005514788525,3.8693724173532287,1771.306960165272,722.076224454582,0.36168410280129504,2,High School,Own,Personal,0
33.35850587278226,21218.08900237918,6.3988461564805705,21516.539941374096,426.54603873610426,0.18850202680354552,6,High School,Own,Personal,0
47.01931669539543,37133.069579985764,1.285849477181501,16233.7668914378,572.7634521612886,0.35293266073979407,2,Bachelor,Own,Business,0
35.08788442632072,23694.493471585087,7.088458815642046,5699.247024893792,729.5662704475186,0.5424457552710463,6,Bachelor,Rent,Debt Consolidation,0
35.578640474267566,44335.84360631925,1.0607723694428897,8498.610705805593,583.2338363539259,0.2671848827877927,3,PhD,Mortgage,Business,0
32.34407366737589,30043.90145100547,0.4921285708831876,6759.189422834105,528.8609090764683,0.26364069186363265,2,High School,Mortgage,Business,0
41.844504776364275,16173.054974379935,1.4427717437719791,29821.47924915098,581.9299912965556,0.39729504695934675,3,Master,Mortgage,Debt Consolidation,0
30.78801183387087,17178.828235572175,2.0986344714471805,3532.161754867726,694.6207275980436,0.4395456958594184,4,High School,Own,Debt Consolidation,0
44.76431377198068,15310.09351562012,1.2248431945363458,4934.224540075072,624.6596436551284,0.13215427205975905,5,Master,Rent,Personal,0
23.678508592839933,40488.530318594574,1.6739078264100316,4567.032862258189,577.5040941303685,0.05531303908586374,4,Bachelor,Mortgage,Debt Consolidation,1
24.01083745271806,17988.258590810336,1.0771104113000198,10385.11727684305,698.1780035806623,0.506285363554559,1,Bachelor,Mortgage,Debt Consolidation,0
41.87426755126504,14776.060282082055,1.4878789021039684,8475.234173495372,687.4867575744097,0.1935128070139339,3,High School,Other,Debt Consolidation,0
34.114557854169874,25845.428589464,6.098083490610524,9509.575627913895,523.6501790877684,0.28651960662297654,2,Master,Rent,Debt Consolidation,0
30.461085838468716,20981.921118787548,1.385619085277416,4005.8629304103065,659.4785946041278,0.6621151971608701,0,Bachelor,Mortgage,Debt Consolidation,0
43.90057732475459,25521.697616973528,0.5838611901379459,26580.083250313844,520.0514853030716,0.2900154264705164,4,High School,Own,Debt Consolidation,0
28.927385859139157,56664.71309335779,2.8438150695362534,5635.0647338381905,767.0091332031652,0.46646776957859337,1,Master,Rent,Medical,0
32.9979874569963,34770.8754487779,0.8237244253846254,20953.730147834358,773.1197181029195,0.42684954470844316,4,Master,Mortgage,Business,0
48.99227950071159,22325.9571246611,3.3878921681676353,99836.70675422202,621.2326498267172,0.19793247631670297,2,Master,Mortgage,Personal,0
50.3914234581065,10892.048514201675,0.11704289666497661,4029.23236620998,756.4961615577209,0.16439642884294464,3,Bachelor,Mortgage,Debt Consolidation,0
50.723982102703275,17154.550478038873,0.8074671474849138,10656.314645602608,574.378574135133,0.05240729773276446,4,High School,Own,Business,1
32.17874223066089,31430.154682529672,0.19822660319908336,7293.3415130115045,636.0116485713767,0.21966875748344175,4,Master,Rent,Home Improvement,0
47.3070290498447,12264.687534419587,0.17835724589753366,41138.728000951145,591.5210704392765,0.1715138996515145,2,Bachelor,Own,Personal,0
25.51047172231322,64246.668428824836,2.148168506102618,6473.530156955563,647.5312750772345,0.1777371099050399,4,Master,Rent,Personal,0
25.93097125277939,22185.812374216675,0.9733551037117552,9886.773986923425,656.6245114355883,0.31783633301800013,3,High School,Mortgage,Business,0
18.0,22571.068190998485,4.1033250249415305,9715.663496899017,649.7336936221812,0.6349452350675313,0,Bachelor,Own,Business,0
51.728682018985296,15782.821860211323,1.4530155690389224,7477.703342442376,640.981628763948,0.153239620820541,5,PhD,Rent,Home Improvement,0
26.360201509239218,28236.447258182063,0.7000888665129454,14829.57852495439,662.7287488714258,0.41122278476461305,5,PhD,Own,Home Improvement,0
33.7346742025294,12344.909819605695,2.55229065082021,8731.71536496495,775.5390479431645,0.26394395879213545,2,Bachelor,Mortgage,Debt Consolidation,0
25.89675658071716,65019.7464675422,1.9564215901241346,11914.142161644053,448.91241802480727,0.24186666859675282,8,Bachelor,Own,Debt Consolidation,0
41.9516524833014,42560.23528554437,3.2148261359240564,9613.10128136884,842.0921434775173,0.21675071384312675,3,Bachelor,Own,Home Improvement,0
31.243663392826598,36031.47793970701,2.063337378525756,4995.884834464751,614.9222425425086,0.21049406297198242,3,PhD,Own,Debt Consolidation,0
21.951831095670506,10990.488513141692,0.36547548781300354,6534.364346382197,642.2095306383252,0.10146386926908683,2,Bachelor,Mortgage,Home Improvement,0
39.416625641860605,24408.98631870834,2.2192051484359383,12636.418514692565,782.9301492879721,0.14111303868913486,4,Bachelor,Rent,Business,0
20.662699751897716,40317.592817133474,0.9936784409307929,12595.416306089477,710.6689021046196,0.12906898477518933,4,High School,Rent,Medical,0
26.625942746845087,29630.298052965667,1.2440471410472769,21938.694723358694,703.5018868696071,0.4175452144961745,5,Bachelor,Rent,Home Improvement,0
18.0,13345.645724716538,5.0909592271797575,35860.630105605334,774.563085419344,0.36081002530821477,7,Bachelor,Mortgage,Business,0
20.760418878023934,15913.978013363148,0.8924618530931098,5340.8756515774585,633.52425561513,0.20960566196046246,3,High School,Own,Debt Consolidation,0
36.78529169720478,17571.47154588468,1.893289286665363,9026.313624981649,741.9015520279409,0.26743462277218716,3,High School,Rent,Home Improvement,0
18.0,16289.582674435678,0.9034843258164726,6941.515159445247,523.9514006853418,0.3359018091495764,6,High School,Own,Business,0
20.188542753782844,47305.85815438297,0.19903851891694868,3341.429171408817,691.752421812603,0.24209095049835633,4,Bachelor,Rent,Debt Consolidation,0
34.97631083867192,10000.0,1.2085346879676608,12729.076083663804,706.181671753008,0.5139907557378444,3,Bachelor,Own,Debt Consolidation,0
29.563931039069473,30575.66071069267,1.8179426904154636,15097.277842263671,764.6049907566168,0.37425961344804953,1,High School,Mortgage,Medical,0
54.92036635959309,11543.15976685517,1.0468199243397753,3423.4600154298887,720.7832128534358,0.15277141631096194,5,Bachelor,Rent,Debt Consolidation,0
53.338965460243756,13621.08523812996,0.99077804925384,6005.317037213478,670.4484684590118,0.12917881653502042,6,PhD,Other,Medical,0
26.320775372488463,10000.0,3.4338069943296263,5554.303890923534,618.2390246442217,0.358592630998427,1,High School,Mortgage,Medical,0
40.57137618403482,16738.60127035215,0.06026939098877969,2424.2082068604595,617.1257973168927,0.17953422669450997,3,Master,Rent,Business,0
42.492825568794515,46880.90955202056,0.7007763421747192,7870.667360666127,617.9718738275434,0.24309281457547083,1,High School,Mortgage,Debt Consolidation,0
29.025211419755966,25144.943992751265,3.34004601469634,3241.5492524839938,520.2120929860528,0.6706083057235744,4,PhD,Rent,Home Improvement,0
20.044584635017962,12098.287909616605,5.064755114120567,9202.173204332023,824.3429912926924,0.34340539799538927,1,Bachelor,Own,Debt Consolidation,0
34.87701550691943,36628.204493304205,1.0630759213038017,10049.691534864098,749.8675070183369,0.2535743542851861,7,Bachelor,Own,Debt Consolidation,0
33.271543251858894,40767.975247818526,4.392746257372417,11096.86845853092,675.4500355927646,0.40819146647555676,4,Bachelor,Rent,Business,0
30.642355030293807,23202.68399771455,0.44361419484595466,11534.037693272154,731.4937282693293,0.4882290376616987,3,High School,Mortgage,Personal,0
39.42316868164485,60923.51957599923,0.5005852183865125,27577.419237602946,725.3052612363315,0.619718887831284,1,Master,Rent,Debt Consolidation,0
27.492703929944014,33215.837102052035,3.744092308925838,4243.242885373671,550.7022503997583,0.32796010668682,1,High School,Mortgage,Home Improvement,1
23.48002452420857,30987.09956050938,4.671409928260088,4416.993531704375,713.675126603035,0.4176569498376086,4,High School,Own,Medical,0
36.090829703498315,14739.859685795655,0.5041299659429613,13686.033205403119,776.9745986393268,0.05508599543053683,3,Bachelor,Mortgage,Debt Consolidation,0
38.859700925688756,30142.735950963877,0.1223134303893221,7291.136998746914,582.2105293910773,0.1795021389203136,1,High School,Own,Business,0
23.23355056099947,24548.244874720265,0.1893338749796883,19935.578638341984,496.629932104772,0.16788849599202543,5,Master,Rent,Medical,0
44.28090610991081,28564.343874540173,0.6059456593417903,12699.920770613277,533.7957497580596,0.08680988678526659,2,High School,Rent,Home Improvement,0
18.0,15641.879670745415,2.866344956866116,37589.83934354263,640.3657401158181,0.48772135304504627,2,High School,Mortgage,Debt Consolidation,0
29.218865412843567,23483.40879763417,1.4266664200995416,7532.160812965685,528.0247840857048,0.5875083810277495,2,High School,Own,Debt Consolidation,0
32.41991463802391,14640.826632539072,1.2161010258038845,2475.9225237212418,632.7994848498804,0.34698385324421993,1,Master,Rent,Medical,0
28.637762873480703,10000.0,1.754812896604308,10641.632014803314,584.5285033593119,0.5337107892696359,1,Master,Own,Home Improvement,0
29.349395264488074,36284.73049695565,4.418610554372225,7651.528216011473,649.9200890565041,0.36125812657743284,3,Bachelor,Mortgage,Home Improvement,0
53.71074482308114,10392.14497777482,0.189567471844897,12426.542513457296,599.0337435578267,0.3486501596674079,4,High School,Rent,Debt Consolidation,0
26.49115910961101,23239.14063381454,2.3730788232715145,13767.771610721236,646.4020011259922,0.5919510217756017,1,Bachelor,Mortgage,Personal,0
59.41221722471914,26016.88592172335,5.228869612963503,5283.590623592026,710.2515560289199,0.10584337036154239,0,Bachelor,Mortgage,Personal,0
39.371267797310516,25933.257774943206,0.47994381875908537,3614.8132488160013,554.1941203960909,0.3844748366321653,3,Bachelor,Mortgage,Home Improvement,0
35.92055137311992,19119.431696951604,3.6375089469086705,7210.152058420438,678.1338552037429,0.5165623133555487,3,High School,Rent,Debt Consolidation,0
39.76240353387666,25225.375664045772,2.394820177323941,1205.9787674634345,564.7747395355221,0.07939916673906951,1,Bachelor,Mortgage,Home Improvement,0
60.29927749251952,27874.944978432526,0.029148452065190664,8643.248777437671,649.4247830903153,0.055059190609495046,1,High School,Rent,Debt Consolidation,0
25.064069960685522,31808.29576550866,0.526920098181991,5849.137771589164,641.8144362742933,0.2372439821551583,3,Bachelor,Mortgage,Medical,0
23.79582081063611,52403.08117825392,1.8620208788128987,16144.585924836592,685.5579688770366,0.45618660959361546,3,Bachelor,Own,Business,0
27.451338034280788,24762.781916285872,1.3959188396293165,1654.6109310011423,668.4627306077169,0.13234914195923653,5,Bachelor,Own,Debt Consolidation,0
35.32143146964561,22743.266953998176,1.501282488620655,8144.321768061209,773.8881065510693,0.2811524326435478,6,Bachelor,Rent,Debt Consolidation,0
18.0,13997.520941702074,0.5277499139557859,28594.779002231735,647.3937504982789,0.16834437428695237,3,Bachelor,Own,Debt Consolidation,0
35.22339239318608,27391.09287438133,2.2478815516257766,13909.412696635492,587.2496331553078,0.35740315556739927,3,High School,Own,Personal,0
51.93547133413672,30751.42309174924,0.6196328010492427,17757.044626796756,742.9725836497597,0.5337688949177206,4,High School,Own,Debt Consolidation,0
36.51407390624777,20007.218408783454,0.9867409321798932,10633.735472328104,683.0984006266508,0.39542856286916783,3,High School,Other,Personal,0
32.07314541024723,28920.508297161527,0.9206323399560399,2144.738138764015,738.4147430384642,0.2613524775580035,3,Bachelor,Rent,Debt Consolidation,0
28.818395513163725,19029.428022651613,2.229635920917802,9257.814998223168,638.0031529745066,0.08230038495870864,1,High School,Rent,Personal,0
43.98511704551564,30806.972587267595,0.18917695629033562,11235.02587908578,519.130106472082,0.33827566810679527,2,High School,Mortgage,Home Improvement,0
26.741672267619524,34762.73146592616,0.4601900665522835,3420.0839093296345,850.0,0.2666097239272127,2,Bachelor,Mortgage,Personal,0
53.46395920599248,34520.68309431374,0.4475301655624332,7322.865010903646,589.7355944351691,0.5531721861815905,1,Bachelor,Mortgage,Debt Consolidation,0
54.33359747714357,23363.31095698049,0.2295307036558125,1000.0,533.907711329261,0.4229444706496738,2,PhD,Own,Business,0
37.567507986617876,13095.39504609301,0.4653652550503831,6202.585245764699,721.6988762097934,0.19881290323147696,2,Bachelor,Own,Medical,0
34.88484911923355,16220.699843374716,1.868198064734531,5715.283868345381,555.4849347521413,0.3328203433949906,3,High School,Rent,Debt Consolidation,1
45.30659808241559,29660.713220363174,2.634791997391498,24879.301818218926,610.7596413850158,0.3399870623858276,2,Bachelor,Rent,Medical,0
45.94798502227325,74937.23330542403,2.159405101929762,5001.1417627464125,662.4573353521714,0.12085520073410419,1,Master,Own,Debt Consolidation,0
26.940082689405845,18576.258399461032,1.2894308773498604,6547.996167015331,635.6680551208016,0.1298279120143285,2,Master,Own,Home Improvement,0
29.73444866863298,27664.875061320465,0.10771858031503036,7605.424169183235,613.6586753752173,0.18329151072453387,4,Bachelor,Own,Debt Consolidation,0
21.776525653167045,16680.13419693713,6.3887084385181145,5053.03322643306,808.9689442584365,0.3235277684977647,1,Master,Rent,Debt Consolidation,0
39.09064938334057,13534.76010544507,0.36802948485811754,14412.240186596096,638.8535676451418,0.21104168671836832,4,Bachelor,Own,Debt Consolidation,0
41.66627883456891,15706.690832239467,2.207780608271443,1645.9720308747635,560.0573754764348,0.5495058837265376,6,Bachelor,Mortgage,Home Improvement,1
21.500743621387272,10000.0,4.881181313499675,20115.81022702285,747.6952812605514,0.0759951390701749,3,Bachelor,Mortgage,Debt Consolidation,0
30.44801095183841,43335.07063114264,2.3931808821711993,8026.449103545644,577.7462394280712,0.1851239605326366,2,High School,Mortgage,Debt Consolidation,0
21.52746082418651,10000.0,0.49192803790833056,22955.611785369918,639.0933082100302,0.16584045289309512,1,High School,Rent,Home Improvement,0
26.012001897561625,19304.35283198435,0.7589991937426092,1000.0,559.5373303035252,0.19015229073996145,3,Bachelor,Other,Debt Consolidation,0
40.510170602262995,12221.305405224688,0.061342928083189384,1154.031269718949,671.1433505426496,0.32192812432210055,1,High School,Rent,Personal,0
27.665179333217207,14154.811665763296,1.8974121606604357,6415.146746611584,653.9780272607651,0.5933659673322078,6,Bachelor,Mortgage,Personal,0
31.991740439677013,43838.22049368453,1.898624897719799,12145.722272046076,647.0990747139473,0.3262980489498783,6,Bachelor,Rent,Debt Consolidation,0
18.726882720526845,24355.999763435815,2.585612271963063,5198.127934729699,665.0018168681644,0.4467881840546437,1,Bachelor,Rent,Home Improvement,0
36.869902097246644,13592.887002865215,0.022114390740250577,12927.041854876497,731.7801428326636,0.18533147886749302,1,Bachelor,Other,Debt Consolidation,0
34.55726680155351,16403.35939103045,3.405753864969621,17766.106749547558,720.3094239714605,0.3903267840309222,4,Bachelor,Rent,Personal,0
27.710407499668378,15021.824507005815,2.684256083022578,13805.186551715902,546.059273313377,0.07760330157143797,1,High School,Mortgage,Personal,0
33.10985702317526,21552.070374084942,0.303708725654355,8800.948717868763,582.5346736963176,0.22489885675589857,4,Master,Own,Medical,0
36.80294880503445,24015.28645971103,0.8542763916135547,8747.14184515586,742.437261727894,0.161072302788378,3,Master,Mortgage,Personal,0
26.85131851090656,56828.16739407131,2.0351241995872122,4955.056904167133,571.7169778676655,0.09906026242354987,2,Bachelor,Own,Home Improvement,0
20.237374559982207,10000.0,1.3695521323836979,7751.956488660652,699.1897284636573,0.1147155257531056,1,Bachelor,Rent,Debt Consolidation,0
53.05574432686815,21646.387115458885,0.24454830505977973,3571.051217855354,733.9482570248846,0.4719138206409675,1,High School,Rent,Debt Consolidation,0
28.667272952897275,18811.358722413086,0.18279551195147187,4325.211959366553,485.8419702491781,0.23175374375426808,1,Bachelor,Mortgage,Debt Consolidation,0
34.032398968131105,35357.7988062129,3.0415385607253627,12228.093870151333,609.3661269299864,0.11857391661394581,3,High School,Mortgage,Business,0
45.108397350203134,26302.231410940003,0.33912765090110203,5595.371934553523,731.5034134193215,0.20556893403516419,2,Bachelor,Own,Personal,0
70.29055187570484,29589.68512451997,0.3777081117954386,4491.538106026415,635.3026128972359,0.6143514007369119,2,Bachelor,Rent,Business,0
22.555135501111344,26174.55652776774,3.554803575879176,11607.245690051232,609.5824761574241,0.2947489286284483,1,Master,Rent,Debt Consolidation,0
39.4982721372651,13821.829060331684,1.894219774054286,10980.977378577149,733.1114780970304,0.4442120529995146,3,Bachelor,Mortgage,Medical,0
27.924477147058937,40361.54475928057,1.856299587569565,6820.992933354835,760.3905755968539,0.3401866542218178,4,Bachelor,Own,Home Improvement,1
29.61209695423289,32835.070716249626,1.3053382523958774,7192.914012193486,582.1590255750001,0.08264904587766488,7,High School,Mortgage,Home Improvement,0
27.7978797899321,34813.65228471673,1.683271242866413,11302.263698109422,826.7130780580203,0.4702280587082464,6,Master,Own,Debt Consolidation,0
23.74345032199415,41440.96176395025,1.8414495473072232,17591.404712141357,471.57832672168774,0.20344608640597578,4,High School,Mortgage,Debt Consolidation,0
34.58708638215339,27141.998037217203,6.873207810426588,9517.31954102489,499.28866538245074,0.6504854829713883,3,High School,Mortgage,Debt Consolidation,0
20.254973129517644,46188.96529249836,0.5045611517619454,3122.448884152199,604.5620453244909,0.20855048765843,3,Bachelor,Own,Business,0
44.468075665118704,26604.077856427517,0.483028578742697,6787.636033363747,616.5470567054418,0.4390195386113711,7,High School,Mortgage,Debt Consolidation,0
35.550029360333745,19741.35012399339,0.1178414349463553,5850.486679048304,621.1235452534675,0.45412053026515453,3,Bachelor,Mortgage,Medical,0
39.2243497290144,21953.855334836368,2.147051987996454,3489.839811643234,596.5494845876609,0.37329262410844416,4,Master,Rent,Debt Consolidation,0
30.33811388053777,21765.427946451866,1.5927629423509997,12068.4056388797,577.4389127476315,0.20089392211453247,5,Bachelor,Mortgage,Medical,0
31.327960657882517,16988.710920571415,0.23585430073575878,12834.37071808542,627.9687594665243,0.17180752657684012,2,Bachelor,Rent,Debt Consolidation,0
37.87563905167328,49808.673981697306,0.9068089142692316,14486.417095745783,591.015360222036,0.15253247197109437,3,Master,Mortgage,Debt Consolidation,0
23.359493675941746,25543.743242127137,0.39364405743481884,3667.515134766526,718.1927738003249,0.3676316453599281,5,Master,Rent,Debt Consolidation,0
31.420095655866643,23094.94953867522,0.8053831370574839,9190.822857178464,653.061446479835,0.20366809249435341,5,Bachelor,Own,Medical,0
26.40386486121546,26745.917596516014,6.0426815560696525,8062.506874257091,627.8837205171964,0.32682073891582697,1,Bachelor,Mortgage,Home Improvement,0
26.094311894089856,97726.42363957706,2.2997196242938793,10362.227213160975,642.7881345071851,0.5298624726528411,2,PhD,Mortgage,Debt Consolidation,0
18.0,12508.17745378624,0.015195783623960596,8989.218494908939,761.4161366970995,0.5320249618410939,5,High School,Mortgage,Home Improvement,0
48.393265894799995,14436.005462282921,0.5820635496492443,8022.1620278821565,601.6593486468856,0.4475460358384748,2,Bachelor,Own,Personal,0
28.13461246846231,11044.794293454734,0.02083120324676988,7286.808899109681,522.6608574322346,0.40103558770536146,2,Master,Mortgage,Debt Consolidation,0
46.633760551635504,19608.146189445994,2.5096095946003114,19642.924733788826,552.2635254698287,0.1250020450458602,4,High School,Own,Debt Consolidation,0
45.68792321394292,24903.390097108266,1.2675758551201606,4066.5440663688446,626.697880052624,0.21591879536892197,1,Bachelor,Mortgage,Business,0
22.140002934835064,17454.25505901928,10.23823194961707,7054.7985057353235,698.150319477263,0.4257462062473718,3,Master,Own,Debt Consolidation,0
24.11588764327154,16816.84936073845,2.6453870165816906,19246.731506793316,737.9807520824425,0.18224687457235064,1,Bachelor,Mortgage,Medical,0
60.605029593556836,23651.98761518563,1.4592611289043167,4235.0705289590005,814.863834250451,0.45619655943145515,1,Bachelor,Other,Business,0
52.50925941927143,17136.159278105883,3.266492471380502,4411.321828153909,723.9155072011981,0.14030739316104868,5,Bachelor,Rent,Debt Consolidation,0
34.68481486671896,25721.639322610048,2.4402291100228637,14576.308082491272,561.7052037138283,0.4021674772465968,3,Bachelor,Mortgage,Debt Consolidation,0
37.573731064173494,38450.12298011904,0.5588357705841029,2593.773197315565,629.6774124834352,0.18063560713964333,3,PhD,Mortgage,Medical,0
28.691535970528115,30900.1165554699,1.5111445124591876,13746.024010704125,433.63397495438113,0.1557072930565275,3,Master,Mortgage,Home Improvement,0
39.3235271420034,34217.98539569251,1.6238556891174012,5476.8880064561035,618.8459641381464,0.2621709416407665,5,Bachelor,Own,Business,0
27.828180992775287,37909.58288777601,1.2001579281849908,11248.617288797299,589.4893104834886,0.25623861732071396,2,Bachelor,Rent,Personal,0
18.0,25372.319620849958,0.3949336337134124,3051.572609386797,418.6974611002861,0.2905884699196525,0,High School,Mortgage,Debt Consolidation,0
21.78444213488949,20346.81132563725,0.5055800228142417,20911.635661400735,850.0,0.23912564682525012,1,Master,Mortgage,Debt Consolidation,0
35.21092747850587,14971.047744220468,0.659919699319158,3060.1189908478077,612.2016252610745,0.2937608207842336,3,Bachelor,Mortgage,Debt Consolidation,0
23.68932764497412,18113.465993516096,0.020616191430660766,14471.844510225756,439.2789826910956,0.8158545959020685,3,PhD,Mortgage,Debt Consolidation,1
34.32722535086465,16952.273500916155,4.976477803223042,3164.1194878421975,622.5859602429989,0.3633546344221942,2,Bachelor,Rent,Personal,0
24.25338960567137,31755.97460999106,2.3173360909825194,34428.524380369156,815.0770230311148,0.40942330797282966,4,Bachelor,Mortgage,Medical,0
27.176460774980065,26196.76679326832,2.3398985552345017,7653.318124265636,840.7099083645775,0.5758914039051108,6,Master,Own,Debt Consolidation,0
43.531653064131916,31206.414055064946,1.6988096881476367,38587.57745241271,655.8370521133209,0.42883270143592994,5,High School,Mortgage,Business,0
37.474805476401045,12330.505241860888,2.3379244993474906,4208.619697417576,659.6377748043086,0.41243590098484917,1,Bachelor,Rent,Personal,0
34.90335578686653,45065.611587124695,8.019552821056273,5686.666159321638,772.5593272914366,0.41175460063752967,6,PhD,Mortgage,Debt Consolidation,0
43.78963973070651,17792.099941437446,0.9727875135351975,21345.054724246096,634.9488080209218,0.1523270394184268,2,High School,Own,Home Improvement,0
39.806085933473476,12708.059518988386,2.4932428410736,2589.0419494624985,696.0283831524229,0.15687623855714397,3,PhD,Rent,Business,0
49.465632912513676,17683.567855058365,0.8911028852649807,4631.271240163711,733.9590065611117,0.4901290062681379,6,Master,Own,Debt Consolidation,0
30.4014073768486,76258.41097795186,3.8522573797071007,12040.782925113917,542.4063798062483,0.24117471616456776,3,Master,Own,Business,0
30.703650214724913,18144.84117945243,3.904259397296271,3586.6558837112393,803.6767328783703,0.22683484959971748,3,High School,Mortgage,Debt Consolidation,0
21.988907336086548,18721.947247709893,4.651020258517986,12301.222634694783,562.0311514517878,0.7441038581970925,1,High School,Mortgage,Debt Consolidation,1
30.7101928262758,20009.204260291284,0.010956605555479944,9286.560328921494,586.6208364721014,0.3032432091949685,7,Master,Mortgage,Debt Consolidation,0
44.64769894302446,20449.011201238452,0.7081892516382234,2414.1040440700435,659.9822300273387,0.2782166171014826,3,Bachelor,Own,Home Improvement,0
47.99987372262134,14902.16773764293,0.2875660399283795,17574.689166165244,743.9601374719242,0.26046209494465594,2,Bachelor,Mortgage,Home Improvement,0
44.60305168086668,23661.547510918677,1.2102220499345475,2951.4549331928356,717.7404953736697,0.10298311587955747,2,PhD,Mortgage,Debt Consolidation,0
18.0,37714.407193177154,1.3681752557500733,15018.278089657008,645.0600320396798,0.640673182011366,2,High School,Rent,Personal,0
45.831452126607346,25774.596594873703,0.5911705555484847,8980.225915388331,678.4169790990007,0.29956927966111,0,PhD,Own,Debt Consolidation,0
18.0,12637.417695026938,2.5707019158355227,5630.7055231850145,757.3289735612279,0.09706972031640265,0,Bachelor,Mortgage,Business,0
43.98117324122347,18542.61818883338,0.628790677359863,3346.5256928209087,650.8393427452685,0.4159463896808953,2,High School,Own,Home Improvement,0
31.322154734289448,16717.91704030865,3.846809857999493,10545.088234746037,568.7944632953388,0.24573284122672784,5,Bachelor,Mortgage,Personal,0
42.02533313933856,22617.285411097375,0.3912011515506782,4031.8482200988915,589.7072160981652,0.639753160194668,0,Master,Mortgage,Debt Consolidation,0
21.67551652105434,42839.92765270329,0.9153132792597013,21297.879246363187,740.9280657925723,0.19513352525572344,6,High School,Rent,Business,0
46.71167632706147,20446.328338256306,1.9469805436011542,21928.89576525668,568.8763141669527,0.30353693301060203,1,PhD,Rent,Debt Consolidation,0
20.35025253895111,21076.681487367736,1.859436307455208,30140.564967789513,493.2156301058698,0.0938808509591728,1,High School,Rent,Home Improvement,0
28.315450891468224,53574.17436567662,0.1624832615338558,10144.814321825572,619.5811318565918,0.14635596527740782,5,High School,Mortgage,Debt Consolidation,0
25.01905372230965,34135.83515656148,3.7449667762288725,5863.794247781875,642.4652706096306,0.21226412598792202,0,Bachelor,Rent,Home Improvement,0
18.0,29349.789144400074,1.8229294587091014,6389.925800338002,736.0498301561447,0.11313068185280553,3,Bachelor,Own,Home Improvement,0
35.94527567588468,58633.75347746187,4.078282034344981,6026.549681042407,504.2223606024738,0.33159116872880295,4,High School,Mortgage,Debt Consolidation,0
53.060891178369616,28138.826494413228,4.044392778646909,9881.350094659478,684.6471922122039,0.10382731887481644,4,Bachelor,Mortgage,Debt Consolidation,0
61.66905222320009,10000.0,1.5789580017726785,11490.613968789801,765.1259004733397,0.23943915512515956,0,High School,Rent,Personal,0
35.971557870862476,33400.724787041865,4.83333276665056,21703.992153457395,568.2654799099,0.4260029499226109,2,High School,Own,Business,0
46.16681275067522,10000.0,3.7731225009152967,8234.589000295582,658.1643711320019,0.42926334787690246,4,Bachelor,Mortgage,Business,0
37.320946379285374,27611.915630775384,6.346034409899011,2637.055243671442,434.94084572471786,0.4235281704799321,3,Bachelor,Rent,Debt Consolidation,0
39.98883194768213,10000.0,3.8008963484631075,5849.218016106289,737.3163707911804,0.7170925471989366,2,High School,Rent,Debt Consolidation,0
31.578513488727612,17440.882439882862,3.4430179090248374,28132.518382374154,729.5596365703094,0.08876897637335102,5,Bachelor,Rent,Business,0
36.950769254226024,18363.269675046464,1.2673447192179332,2332.5961264070406,648.0022214052862,0.3046682443116248,2,Master,Mortgage,Debt Consolidation,0
40.374787046064284,14987.030105003536,0.47659321324875187,14637.177399131511,517.2718829786155,0.5234232187294016,2,PhD,Rent,Debt Consolidation,0
29.215402711236685,18500.887842556458,4.831703181360363,5928.5889295609,716.6883258037369,0.4997452074497427,2,Master,Mortgage,Home Improvement,0
34.22505700107012,36911.58953223218,2.564223219920677,3996.716994316849,625.5002067652376,0.12300367830721769,3,Bachelor,Own,Debt Consolidation,0
34.41569881002512,15413.877884337071,0.6618692150173406,11119.869579679433,371.96176665890056,0.4706562146449911,4,Bachelor,Mortgage,Debt Consolidation,0
43.26403317330525,28928.14974801268,0.8340505079866442,28247.561676077232,727.8212482371744,0.33147644526089043,3,High School,Mortgage,Debt Consolidation,0
24.339678283723195,13591.164346641128,2.317224724200771,10639.782717787402,766.3615809475186,0.1027330300614811,3,High School,Rent,Debt Consolidation,0
34.48457791392349,20035.284273296213,1.2994755366656245,6567.999874122598,783.930578389439,0.44850372256729454,0,PhD,Mortgage,Debt Consolidation,0
54.12005469052697,25897.96396386294,0.16998877807558338,2873.1394856271613,522.2997116218071,0.05158473152323903,1,PhD,Rent,Home Improvement,0
46.640601525859374,13382.93667037987,0.3050159330462806,7486.979102967072,458.32060186105775,0.32134029668335456,5,Bachelor,Rent,Debt Consolidation,0
48.49179048888705,11431.634912734125,2.7380776636729864,2791.3486462321484,608.9614856788627,0.2114469491646133,6,High School,Own,Medical,0
35.24431840178034,28167.9215368652,0.7966896208452543,6323.70546361502,701.7864527989993,0.33087059215433823,3,Bachelor,Own,Debt Consolidation,0
38.20997563686023,38620.56554336422,1.4171285446608237,7704.453993214929,555.7209271792184,0.26181108109200907,1,Bachelor,Rent,Debt Consolidation,0
45.02236166702925,21172.691431189098,2.910187173459337,1226.067052920455,490.89655854635254,0.4740264041870551,3,Master,Mortgage,Personal,0
50.60255529530931,17524.296119336304,2.7820156537828953,24603.838926555047,722.456958337834,0.19641977569931596,4,Bachelor,Rent,Personal,0
18.0,23809.446527822744,0.3654793529170572,3008.457661205819,615.4793158181836,0.12803495340162327,4,High School,Mortgage,Business,0
21.845586929501543,22646.032712367785,0.207155022087037,6982.991175011738,712.2589230936068,0.3662372196267092,3,Bachelor,Mortgage,Debt Consolidation,0
48.09444101402648,24870.83896774244,1.7888250934366707,12420.040255304022,651.5796692825586,0.07978598844865152,5,Bachelor,Mortgage,Debt Consolidation,0
32.23110644231196,10000.0,2.7067474725262173,23082.724845339955,633.389480584277,0.35131288178271797,2,High School,Mortgage,Home Improvement,0
28.282792107419226,12906.003302919857,0.3227801267443114,4299.601379324055,643.5864017932237,0.07954200021603851,0,High School,Rent,Personal,0
22.45839013004396,14434.622604522283,0.9302878330499703,1088.6044036371236,614.1554627750136,0.4648851609351997,3,High School,Own,Personal,0
29.449832984558906,23752.28022328804,4.084723097508497,19205.096640360574,604.1457577756212,0.2571668265236873,3,Bachelor,Rent,Personal,0
20.976307165761753,24171.72744603372,5.77279243783922,2982.1628083276896,539.8718881116389,0.263524641476163,4,PhD,Own,Debt Consolidation,0
55.910942727324766,30275.38376593225,1.2105281574145677,10802.73470912507,698.3349446731909,0.06175927971192284,3,High School,Rent,Debt Consolidation,0
34.775639480194265,25054.052618493155,0.16571117729969323,11353.391173717928,774.753714598232,0.04197354371855259,1,Master,Rent,Debt Consolidation,0
34.420494582372825,11494.59799939553,0.5959940615853478,1000.0,599.9520692392579,0.137286711640046,6,Master,Rent,Debt Consolidation,0
40.880766751678316,45410.66683714731,0.5304585221276493,2226.3763391772077,836.6099624233269,0.24302526401826918,0,Bachelor,Mortgage,Debt Consolidation,0
44.6234516926657,41604.31437092014,0.5461484977095282,5604.64520979716,687.6577977229068,0.572980501121318,4,Bachelor,Rent,Medical,0
44.45888156554639,11741.693753405103,1.3619697063647593,1025.2560495838472,675.8174577666007,0.17851493462906717,2,Bachelor,Rent,Debt Consolidation,0
45.73621943907572,26013.02484611606,1.7504206696049716,2778.201289170615,715.5018181861367,0.25992764982483024,1,Bachelor,Mortgage,Business,0
28.691544492091438,16354.981476435734,0.2613785019448016,8940.107101249469,747.5107910027771,0.26248757094951053,3,Bachelor,Mortgage,Debt Consolidation,0
32.02133195043139,23610.150266812278,4.402874995984519,7549.322312849935,604.5426074633028,0.14580730160917368,3,Bachelor,Mortgage,Business,0
42.69031655442276,37296.51388816943,1.9350302850638297,10322.936514259582,705.4823497948344,0.2274613136169862,3,Master,Own,Home Improvement,0
29.7261093836038,63898.561805776066,1.8188871061367464,11607.152512507006,754.6634682432779,0.24680812054254794,4,Bachelor,Rent,Debt Consolidation,0
34.94893367972775,32068.79931796019,8.729001961592736,2110.196492235007,612.0622763022774,0.48534913236229615,2,Bachelor,Rent,Debt Consolidation,0
38.987637644248146,25526.37135526657,1.9784970717974038,2899.0007547496266,650.4738831655926,0.48906707947052913,3,Bachelor,Rent,Debt Consolidation,0
42.85185082310376,18584.615909901942,5.289000410885815,14899.649253302088,573.2742174636878,0.06457551539077402,2,High School,Mortgage,Medical,0
18.0,24126.532210478217,0.6744645733796231,27431.96430164756,600.6951759356207,0.04021556203864243,2,High School,Own,Debt Consolidation,0
42.147456498889454,43472.59187522347,0.5492144845065867,3737.131288440437,615.0309087752811,0.2968733362459092,3,Master,Mortgage,Business,0
32.66275942148275,21539.54057629724,1.4534852278076758,9967.892687584948,559.5803192601425,0.18163056802331007,3,Master,Mortgage,Debt Consolidation,0
42.07457710864381,14142.555822097265,1.4210300550393165,15454.667104197408,643.7052580681067,0.18865113373528172,3,High School,Rent,Debt Consolidation,0
42.76931692354829,10000.0,0.5136169416787072,9799.086967643778,683.0828965166678,0.6247180717934419,3,High School,Own,Debt Consolidation,0
51.07915061119158,28467.658536528692,2.4056513044461494,6640.794943181414,692.7950257105035,0.4293939337181864,3,Master,Mortgage,Personal,0
48.53453647621203,24925.4353932997,0.06016354556119075,4853.6195494311805,569.1528711998587,0.2973317725419884,2,Master,Mortgage,Medical,0
48.46571662610296,15947.31751783215,2.3464376697287426,39664.63897384062,589.3678065310805,0.27675168834692837,1,High School,Rent,Business,0
49.43670319166238,36790.94605799394,1.2219472229483423,8751.38483093634,735.0917134613719,0.3110910684141537,7,High School,Rent,Medical,0
37.91378984815946,17838.450871494602,2.3359730354435957,11060.700672059796,589.1272866233336,0.2861153447196441,3,High School,Mortgage,Medical,0
35.321850870368394,20592.412343519303,1.296655992578406,10503.418605141533,732.419135903872,0.595716741377297,2,Master,Rent,Medical,0
43.728170831783345,21843.702270034344,7.573759391638254,4230.456874650008,576.7535613399648,0.5503166137721844,4,PhD,Own,Home Improvement,0
42.32080951433022,18481.465221511346,0.8149891855487531,8439.318337687502,687.6996025123544,0.06917385602698418,4,Bachelor,Mortgage,Debt Consolidation,0
31.909337632617397,24783.478803366626,8.09946187273432,6261.692842726957,725.235167539775,0.4612416698484081,1,High School,Mortgage,Personal,0
39.04823408808268,39173.57036354069,0.13436176215068027,6172.640153422851,385.03137155624404,0.27528263598854236,0,PhD,Rent,Personal,0
34.64903533215406,12441.078403756223,2.3025126198008823,10441.748338767089,736.8466965328946,0.32487042457261156,5,Bachelor,Rent,Debt Consolidation,0
26.46067091539944,28120.667107457743,1.2110757229579925,3895.1428054191247,780.407113959795,0.13692364149293593,4,Bachelor,Other,Personal,0
47.9046074137635,24006.48628769594,3.4534904097575954,3090.750631965608,619.1085542707364,0.003679356604512523,4,PhD,Rent,Business,0
35.551992425300895,23786.700828782432,3.117642356034765,12114.762730941453,684.5738394483426,0.15513523386125674,9,Master,Rent,Personal,0
55.487082576988506,34061.475876310855,3.2209787588229863,5296.023452223968,566.0877592194013,0.49412167037068694,4,PhD,Own,Personal,0
18.745077298001675,22576.136325948457,0.19906307287781944,6148.647536048893,686.3480536170563,0.4810381760200714,3,High School,Own,Debt Consolidation,0
29.432212271566335,28004.33590595535,3.4560566713198173,1731.8799224138684,850.0,0.15520161041806269,3,Bachelor,Mortgage,Debt Consolidation,0
35.326388366908716,31505.969499675546,0.4816991575069698,17508.928428869447,430.3264239749534,0.2541200850961006,2,Bachelor,Own,Debt Consolidation,0
46.37381097628914,17116.82881569088,0.052031516033689565,12322.879920275243,599.9288473191111,0.26858858119966766,3,Bachelor,Rent,Business,0
38.99469372602185,25580.656270328942,0.4911329523824141,14277.712418091043,729.6754365517814,0.17451549212266607,5,High School,Mortgage,Business,0
38.10472754180751,19430.63447802981,1.3051052258458045,11046.40700683533,776.1583294155018,0.07409902963907432,4,Master,Rent,Debt Consolidation,0
23.72736207445853,20612.626628587135,2.7104548296043993,2409.6443357038324,511.75776311218976,0.23043998580434377,3,Bachelor,Rent,Home Improvement,0
23.43058602770529,18750.38007314479,0.49341932942042854,9732.238123931169,586.1809267433559,0.5181690286095683,3,Master,Mortgage,Debt Consolidation,0
38.22504660289905,27876.5246170407,0.23983761278680052,4977.550582536281,591.9682111561747,0.08234993292777389,3,Master,Mortgage,Medical,0
21.358940061816416,22944.243462594484,2.076731740387702,3750.7620656047143,584.7004201856278,0.10918031660572161,5,Bachelor,Mortgage,Debt Consolidation,0
29.681222497106713,26829.894658615234,8.257628098425148,12088.847267989788,638.3825410556682,0.10848643740877988,2,Bachelor,Own,Medical,0
40.00917329085858,21834.38541087943,1.8369377149649306,30540.444501620303,507.1309036647821,0.23716425028573396,2,PhD,Own,Debt Consolidation,0
25.17675727723224,10000.0,2.3491993274616334,26760.214640757826,624.5474602010112,0.4955137723536026,2,Bachelor,Mortgage,Debt Consolidation,0
51.053559623618064,22374.65687992052,1.6472747190021277,13329.248231003863,556.3851103137622,0.2791737895304388,5,Master,Mortgage,Debt Consolidation,0
47.2393634423789,22737.45804371302,3.049719725933333,7909.481213330527,643.1145098593734,0.5183670740945343,5,PhD,Mortgage,Home Improvement,0
19.285800016616996,24867.02651612132,7.443170631570964,6819.668504411269,579.487002299711,0.09778506383781829,3,Master,Rent,Personal,0
25.67628756818013,16368.849766216521,1.571091814897391,3930.009534121259,633.096328327411,0.22518093801681058,2,High School,Own,Medical,0
18.0,12115.793660462752,1.0784176582348721,6530.334545459541,546.3562634423934,0.21248111491186797,2,High School,Own,Home Improvement,0
27.174086374518666,30100.688446349122,3.9371326009299454,16761.15302097305,745.2700614292733,0.3075493867947393,4,High School,Other,Medical,0
42.66388476572399,19210.201052341818,6.995086883770125,34839.64723471427,617.4403388287691,0.17082703997491958,3,Bachelor,Mortgage,Medical,0
30.861050577251433,23995.510368283543,0.27664373356388117,4216.728858494077,651.3827753070922,0.3173415823306563,2,Bachelor,Own,Debt Consolidation,0
39.60797243615968,19134.915082809843,1.7263103569774634,1642.523753848877,635.4180570949137,0.448617278850987,0,Bachelor,Own,Personal,0
19.77665681718256,21959.806565966515,3.14486230177805,5299.145197860819,650.7232218643402,0.2931525426533005,5,PhD,Rent,Home Improvement,0
42.97975254581905,17594.776127507677,1.5243061263619,16699.98817460161,650.2192572226977,0.11714552987666883,2,Master,Other,Debt Consolidation,0
29.4489077207165,13574.634302855244,1.0525451932805892,42523.912022985176,730.5138360629317,0.04058705805197761,3,High School,Rent,Debt Consolidation,0
35.12169682282905,27913.50303238147,2.1297544642893937,23110.283377875065,621.3933100799838,0.25816969017309993,1,PhD,Own,Personal,0
34.07125498606947,16292.170857032726,0.6297724643455903,22657.091443049154,578.0206464342298,0.2441952777087065,2,High School,Mortgage,Home Improvement,0
22.28451479107716,23908.175258314302,0.8589022003627419,4106.604117027937,654.1715289387631,0.26687257455423613,3,Bachelor,Mortgage,Business,0
23.469156682602176,27044.26132041581,9.727016442360625,4200.204531915194,588.7095788293749,0.15909890824566836,1,High School,Mortgage,Business,0
44.67794469003426,16425.555155421527,2.023761240646316,2810.0352035049827,642.508642155002,0.6422522619346065,3,High School,Rent,Business,0
38.98992157501696,12064.918015640098,4.125991804138929,4758.159491959554,544.797273077321,0.2532154933222906,3,PhD,Own,Home Improvement,0
45.500490415534266,74090.51548414068,3.298109943830715,16836.05887287543,754.9782472376255,0.6152318436423216,4,Bachelor,Own,Debt Consolidation,0
38.24658235502518,16917.672456535936,2.112672616704965,29720.42353430465,571.9467241817106,0.01794829249346616,2,High School,Mortgage,Business,0
36.42990634809217,30082.791590732548,3.6742972856363814,10683.051760119331,769.9403642875318,0.420081713413649,2,High School,Mortgage,Business,0
18.0,58089.01037548368,0.6769923540289587,6607.120644671602,643.887427439962,0.40808604443301183,3,Master,Mortgage,Debt Consolidation,0
32.296333032388304,32694.229500124224,2.027346583618753,3451.693108949707,735.6153188742309,0.1420891112093346,4,High School,Rent,Debt Consolidation,0
34.72615679596256,18954.15780324692,1.7861422585975972,7405.571306587125,573.2688034312673,0.7279948837474305,3,Bachelor,Own,Business,0
54.53107198272574,21299.562386089463,1.9479435098775681,9532.869585894976,453.3154911799174,0.6800429106668026,5,Bachelor,Mortgage,Debt Consolidation,0
41.86956632098677,14526.014002554539,0.36936530913792587,2513.778658659368,485.1190121603489,0.18661880757385496,2,High School,Mortgage,Debt Consolidation,0
50.36061181709528,34229.67419885782,0.6493645364870471,16935.68719481176,850.0,0.1394547986158,5,Bachelor,Rent,Business,0
40.97537705894728,29235.393313366923,0.6755895141510864,5772.547691001228,590.2059701987982,0.3628816009264836,1,Master,Own,Personal,0
27.886967730505205,17030.942078183416,1.8423360258563388,16141.238486774908,759.6158062881657,0.17042730167129255,2,Master,Other,Home Improvement,0
36.17124216149851,13080.954501255055,7.190550944605775,8032.603936155528,520.2243713155185,0.349039722902322,3,High School,Mortgage,Personal,0
37.36223646264233,11377.387719162158,6.161166931523,10278.127311883834,667.8854723632919,0.21424160127120978,4,Master,Own,Medical,0
25.608444302293183,36071.451053309145,0.5154429555742552,4621.342988268241,684.8407217928649,0.08956287033423192,1,High School,Rent,Medical,0
31.15612623407079,23392.870243693476,0.7272415727173408,6150.61755586856,850.0,0.5763711484586881,3,Master,Other,Debt Consolidation,0
32.94233006322828,24526.078724770192,0.07345638008365178,13543.116619738197,618.2141261230817,0.16606891804634027,4,Master,Rent,Home Improvement,0
51.05619832565118,14596.334099147882,1.0177071053521103,7293.956534021395,578.8731950908756,0.31371733401337215,3,Master,Rent,Debt Consolidation,0
18.0,10596.17587339962,3.599673465501182,3347.673103288584,685.0933609350647,0.11241649124332376,2,PhD,Own,Personal,0
47.05818420716043,35642.95488416774,4.94797470149547,8859.62080403706,557.5237413030545,0.2978283240086252,1,High School,Rent,Personal,0
25.63204765040617,22494.351640982895,0.5396750868422104,11031.83004229052,690.9576889314211,0.06045106165245465,4,High School,Mortgage,Debt Consolidation,0
21.27920812730386,34669.55939389531,0.6179325613839952,24301.924422576012,644.6511545395516,0.3547626212601758,1,Bachelor,Own,Medical,0
46.79942130038464,18161.031237377636,0.49910292317743415,20374.565544809207,574.6182345581666,0.34895041983324226,3,Bachelor,Own,Debt Consolidation,0
42.318980692343814,19566.83027077596,0.8618845270354041,7694.734655150025,699.4383933821242,0.33807454241673857,1,Master,Rent,Debt Consolidation,0
47.5451870238119,31465.566134363202,3.2670452552161877,5229.818580773021,660.8321369354089,0.3938804084188997,0,High School,Mortgage,Business,0
43.00701947545576,31766.7060208603,2.0817670710170524,6750.412414945946,726.032043904326,0.18063327862736267,3,Bachelor,Rent,Home Improvement,0
55.59845001737402,32819.65364248536,3.0830064346312027,5329.5026112875985,815.2453373839492,0.4427030284260971,6,Bachelor,Own,Medical,0
40.587238369444854,19003.897590415458,1.7494873109880653,12148.111208130074,599.8356921161878,0.6095187978286756,3,High School,Rent,Personal,0
33.435226238768415,29949.671009498,0.5960927348585189,18644.977728180413,608.8491956253181,0.30344027985397565,4,Master,Rent,Debt Consolidation,0
38.42926377321343,38351.53119047928,0.517526380801977,21848.06170499439,515.4352580408776,0.18005884877421677,3,Bachelor,Rent,Home Improvement,0
47.434691283459635,20902.28985014368,0.018082913853240963,5826.867558799333,702.1030274597439,0.19763140261205822,6,High School,Own,Medical,0
27.20624674739883,17038.926815909643,3.0372039714139367,5379.651534228923,585.524845253954,0.29134405982916967,2,High School,Rent,Business,0
28.48111417468619,43104.117348570944,3.7562199990426115,5788.824111282806,684.5527983166752,0.16860819178055084,6,High School,Rent,Debt Consolidation,0
31.910399854020927,15879.387018791836,2.924473503303032,1727.3961532311182,766.5473220566628,0.35495825202614634,3,Bachelor,Own,Debt Consolidation,0
18.0,30174.070702508765,0.1546306524689058,3095.6405085627703,581.5601565626167,0.15759544094352604,5,PhD,Rent,Home Improvement,0
36.38078408417547,21392.35394208943,2.8728324914979044,7882.162666407031,602.5717193299056,0.258159279148741,2,High School,Mortgage,Home Improvement,0
18.0,10000.0,0.09369575487577468,10975.462654420937,751.4512665719883,0.149978187115219,1,High School,Mortgage,Home Improvement,0
35.53059312932619,38727.18292991332,0.22318884719943796,12003.318669244765,720.7422833352277,0.11121661777515149,3,Bachelor,Rent,Debt Consolidation,0
43.652897561352496,10000.0,1.161335471985413,4339.890787049744,710.1483579314863,0.1946219102218824,4,Bachelor,Mortgage,Home Improvement,0
30.231235393561644,10000.0,1.293088370812558,5470.426601851182,610.8613134146748,0.0518639567156417,3,Master,Mortgage,Debt Consolidation,0
51.771158701868714,28671.67669536672,3.3869289871100894,6531.532982602556,506.39303692296915,0.20969999058184063,4,Bachelor,Rent,Debt Consolidation,0
20.394991005815122,28667.965662213966,2.275913825331327,5973.565599391472,578.8166121565364,0.29863833693748937,1,High School,Mortgage,Home Improvement,0
46.91260681631832,16013.86311977744,0.3328653414172373,14050.512859226325,549.0519485113016,0.35760735853636183,1,Master,Rent,Medical,0
41.751370564069205,23716.138509537075,0.5127461315825568,2845.405058594719,708.1546314053815,0.21952487929693237,5,Bachelor,Own,Debt Consolidation,0
18.0,10000.0,0.6728350033627171,3231.0534739485506,678.4521536620425,0.29341042460409295,2,Master,Mortgage,Debt Consolidation,0
62.10794299040533,31366.249346291886,0.26403111263844664,6382.095454014914,590.1383075154235,0.19996473584140995,2,High School,Mortgage,Debt Consolidation,0
34.36254714496034,24955.83005760862,0.6783574735874242,2717.6342976423484,607.212447180448,0.4258703732427095,5,High School,Other,Home Improvement,0
26.225159778443683,21529.482919654543,2.6083094710183046,1771.5741433069115,697.5649658908804,0.39674735538145234,6,Bachelor,Other,Business,0
20.929128052159832,22257.198003854544,0.5525651753015197,2453.3709904474917,618.0668866494157,0.34003350344855154,4,Bachelor,Rent,Business,0
32.79981972340326,28187.308095966877,3.6079837263871193,6673.023464560591,591.8853291422893,0.02146511345867284,2,High School,Rent,Debt Consolidation,0
33.725931276100404,21710.45538024814,1.2679347149851032,13418.969954348115,847.859112899417,0.3206132559080421,3,High School,Rent,Personal,0
36.02645528539664,10000.0,0.779978246384686,13644.51962765946,595.0375805334536,0.12403057033508036,0,Bachelor,Other,Debt Consolidation,0
32.0220384377604,66049.92122292465,1.0634792923321152,28863.47823506372,716.863967931957,0.24268963228358284,8,Master,Rent,Personal,0
41.33225310115093,40150.91102745934,2.472280965530267,8789.666894999733,689.2575676888395,0.12570440110507836,2,High School,Rent,Business,0
31.123701673367535,11585.709396247235,1.4546190631547005,9788.469691390346,497.6744068494829,0.13623091664368042,5,Master,Rent,Business,0
18.0,18535.28301635402,0.014610565388297088,6632.084051597086,582.1006116530496,0.3148949398526041,4,Master,Own,Debt Consolidation,0
33.506385043503585,19574.498574455025,5.110413949141195,6894.910621961539,731.9121706744701,0.5051410250842349,2,High School,Mortgage,Medical,0
18.0,37775.83091232743,0.1365491226423579,42806.115859546764,636.8517214078306,0.16160750761287168,1,Bachelor,Other,Debt Consolidation,0
38.5377063089139,10000.0,5.581386409701848,9987.415703154089,503.50604209729806,0.050239920915209076,1,PhD,Own,Debt Consolidation,0
25.206997697173648,17162.737148067044,0.05711342565910221,10706.640284216714,689.4488195455758,0.387603165863732,2,Bachelor,Rent,Home Improvement,0
36.633603549158,10000.0,2.9478860782776533,3241.8795793486524,591.7695354826545,0.3457015555328955,3,Bachelor,Mortgage,Home Improvement,0
48.14074981524604,19100.16479648713,1.5300371313468573,11252.412396893782,693.5892175478382,0.22202512631460414,7,Bachelor,Own,Debt Consolidation,0
25.51251304732,17391.72075796906,1.4093312501624746,13720.763980764314,850.0,0.5517034818344412,2,Bachelor,Own,Debt Consolidation,0
45.61256258512118,22921.876373614225,0.15112560375187375,19697.52165210368,688.2439069973059,0.21980431587739024,3,PhD,Mortgage,Business,0
30.666104333138467,16277.886357304576,0.5455738108303955,13414.179792554916,711.217301626724,0.3515025154966552,1,High School,Mortgage,Debt Consolidation,0
52.531948020655854,15130.80943916424,3.0060817219170937,7321.784911008234,624.6005470946202,0.21526912208845447,4,High School,Mortgage,Debt Consolidation,0
31.348473868017866,30026.282062846178,4.437588006381348,7075.980855410862,538.0412342312453,0.4484003890248132,1,Master,Own,Debt Consolidation,0
26.595070144933086,27648.765828895113,1.5062983869502296,7649.040215970102,752.3924919859093,0.03719738119574008,3,Master,Rent,Medical,0
41.87238450395289,29018.799901291583,0.8718797541988186,8828.581497194325,589.4160714023716,0.16394745232646532,1,Bachelor,Rent,Personal,0
30.64210270376364,20161.89981810752,0.12362997718030172,22339.693497788525,627.0818299055111,0.2833695622369164,3,High School,Own,Debt Consolidation,0
26.585504858709918,16549.823380702775,2.2925309131436302,19112.763546442744,829.3475535640591,0.19992062807567482,3,Master,Mortgage,Debt Consolidation,0
30.221601492962087,20755.649610584747,0.6526978116861871,14799.205309116946,616.2292241301984,0.4555135654510824,1,High School,Mortgage,Debt Consolidation,0
34.55393467816999,28298.979843089724,0.11316972962583009,41083.75161060679,771.5328131807877,0.09150209644855872,3,High School,Own,Home Improvement,0
48.42180131244854,10000.0,2.192340919312997,1000.0,688.7478117925435,0.3144521880950021,6,Master,Own,Home Improvement,0
18.0,26824.098633085257,1.3299740265991447,5608.020815951831,594.6908960613472,0.3294704258056629,0,Bachelor,Mortgage,Home Improvement,0
35.230806589504205,25708.297884852152,0.024068543899162423,8030.338052190099,684.1407313426391,0.1421500418984868,4,Bachelor,Rent,Debt Consolidation,0
41.24903594654043,22721.69452550891,0.2351452035875647,4732.535672525644,578.3578650655891,0.22277962107937518,5,High School,Rent,Debt Consolidation,0
36.93448574991796,20441.926453396536,2.40263220128718,3851.4285880172774,740.4725109240746,0.3736812197200701,0,Master,Mortgage,Debt Consolidation,0
48.098651694335345,10000.0,0.1315774485054982,2051.3887621254053,774.7093828339061,0.06661713330225623,4,High School,Other,Personal,0
34.25654670241476,17677.949809204605,4.019279763023277,6316.60469093334,654.9007128918817,0.3938737929561625,5,Bachelor,Own,Home Improvement,0
33.15448557814055,53891.03171297041,0.74597534452626,16567.888000666157,784.2476426769264,0.023727859457678024,5,Master,Rent,Home Improvement,0
40.92329547013343,22169.0100246068,0.18569267008847348,15050.237847058695,666.0073747354091,0.3682524036520948,3,High School,Own,Business,0
35.9931381495135,18889.378910166954,2.8522118839605435,4439.495802610369,741.4513098034101,0.08963119805973492,1,Master,Own,Debt Consolidation,0
31.09591261719529,22213.446835369825,1.4864707583260652,9664.320295884578,850.0,0.20178512137065588,3,High School,Rent,Debt Consolidation,0
40.1614403958638,26301.636335599007,0.7324119617103251,24006.49870792659,850.0,0.14171703034491348,4,PhD,Mortgage,Debt Consolidation,0
28.47471706783355,30620.044494966565,1.0420830633831242,2401.7342600243546,631.7447837330501,0.34214711718113044,3,Bachelor,Rent,Debt Consolidation,0
28.888228479806727,19644.642197645706,0.04328993375786982,7136.167993708448,679.350501944197,0.31678758531427825,3,Master,Rent,Debt Consolidation,0
29.720059782343863,27240.491439458616,2.1735564022761413,10190.355702733705,544.6044021260445,0.34450992583329504,4,Bachelor,Other,Medical,0
48.530691601664074,50936.009152375766,0.9106988615363291,8168.2688311504035,729.8645608787415,0.5464611421538409,1,Master,Rent,Medical,0
18.0,36429.18068808513,2.5037896789537717,16002.603635690197,688.9216756968774,0.13513222918624615,4,Bachelor,Own,Personal,0
38.95598834762942,70979.76446944432,1.9786432006769359,2444.8503078964964,572.5981147225118,0.14792780396336372,3,Bachelor,Mortgage,Business,0
35.34271814200222,15860.940932486323,2.1068238970543223,3624.0413290535616,768.6848491593134,0.2933035817738723,4,PhD,Mortgage,Debt Consolidation,0
18.191295407618796,50924.262237351,3.149036631327295,13983.496253114014,623.4390390393125,0.47124774307909784,3,Master,Rent,Debt Consolidation,0
38.097267791360025,14833.79318198954,1.9947742468265834,2076.046724721933,597.9092009734104,0.16960569761232375,4,High School,Own,Personal,0
39.75751991831532,26285.771741996166,1.0850658217621347,15512.699233184094,689.9496310567674,0.4602419237226612,3,PhD,Mortgage,Debt Consolidation,0
40.896392313574,31768.74629652123,0.988355155220913,11612.6990615953,603.4927296473991,0.1942284843629419,7,Bachelor,Mortgage,Personal,0
18.0,17062.040208000373,0.2547172111055588,14669.646759854844,646.8320473037876,0.22461730482336448,2,Bachelor,Mortgage,Medical,0
48.663894118544384,23016.856982322544,3.0232019746841825,5566.758896272983,824.6250712731937,0.21248000405154344,2,High School,Rent,Debt Consolidation,0
27.62263295315159,34725.53419973617,2.8634911224173134,12183.90075923576,588.5315244282782,0.3910950599534075,2,PhD,Rent,Debt Consolidation,0
41.86567746753176,15442.281077460424,0.5655174032079554,3172.166093835723,717.540948267082,0.18915212126329126,0,Bachelor,Mortgage,Medical,0
42.41073780682286,50751.26028378997,3.970910478511268,5816.163006232102,591.6500837970322,0.3122340725466963,1,Bachelor,Rent,Business,0
26.233029143807073,11022.585649613431,1.7783399820303925,8342.107424505844,552.6808493035088,0.334324789383537,7,High School,Other,Personal,0
41.6045995235155,58095.629796624075,1.3028086950783957,3948.1423666615815,641.8450887778403,0.41696046617643245,3,Bachelor,Rent,Business,0
31.14506759087642,36339.59028514935,0.035302341993892705,9647.802946054713,850.0,0.37878276520582294,4,Master,Mortgage,Personal,0
18.0,21060.135335114745,0.9649337423472232,3244.232933174794,728.1625727179874,0.11862378732678625,4,High School,Mortgage,Medical,1
46.67741925527779,18009.702048836145,2.047032461262822,10045.907813886832,696.2052634899347,0.22361386324111662,7,High School,Own,Home Improvement,0
27.2495503698376,17094.052391113783,0.18806723283083582,32646.085787135773,597.5447983714851,0.30346906300992094,8,Bachelor,Own,Personal,0
26.45506537261946,20580.559176145947,1.2307703608784972,2965.1043036388323,611.5417049559736,0.15311919912354738,2,High School,Own,Personal,0
30.96934131963278,21498.792918747444,10.052295391818252,7958.150534891163,501.6522773490593,0.08007288275290708,1,High School,Mortgage,Personal,1
37.72236725327388,41258.5285581523,2.52135890310782,2220.8186176027393,829.5035983786627,0.052599156123930894,3,PhD,Mortgage,Personal,0
34.427295891778975,58943.05281155954,1.5831563551117098,4161.524637574152,676.8910871200571,0.27779813187047914,0,Master,Mortgage,Debt Consolidation,0
40.4806692470717,24335.463295586796,1.5229928824421857,14207.983975652718,668.1949189683136,0.15229048641277307,1,High School,Mortgage,Medical,0
21.605106334713412,14431.747639966574,0.08950333252385291,5741.622521194743,670.3847533123792,0.37566786705292143,2,Master,Other,Business,0
27.576136295692653,16766.48076329322,6.30778905703709,14675.40307375905,850.0,0.42139935170532866,7,Bachelor,Mortgage,Debt Consolidation,0
33.84002927678466,20099.588228526394,5.267119426460107,10772.013281990998,679.9500509436111,0.1924790581575459,4,High School,Rent,Debt Consolidation,0
53.97887292658706,13160.022930955496,2.29395476364137,7695.456609107121,630.7467157954704,0.3814670852711497,3,Bachelor,Mortgage,Debt Consolidation,0
33.86187461586242,12216.335358819553,0.20852590236327906,3556.278543809596,829.9111539492013,0.17066591823420268,4,Bachelor,Rent,Medical,0
45.85222263661632,62853.60720127793,0.46596836566147165,14022.108965821724,637.0344889649989,0.42763998212053556,2,Bachelor,Own,Debt Consolidation,0
35.385551687843176,25624.56557107574,0.4064601345305996,10335.160303762657,480.8415896262512,0.14543724706763358,4,High School,Other,Business,0
30.163413625624315,14522.19478808191,1.4661828087890076,2386.463098185582,497.2993546092588,0.46497031940574124,4,Master,Mortgage,Debt Consolidation,0
32.53275575885559,33133.554704575756,0.4658925692383773,3745.7589240730613,630.8290191371657,0.3047055292854065,0,Bachelor,Rent,Debt Consolidation,0
33.315802879711185,12219.971953555685,2.3801434902581136,1000.0,679.1638708049767,0.2474398102244545,2,Master,Rent,Home Improvement,0
41.036457389607385,12733.53032127985,1.5759264631973102,2717.584069819588,732.1945543912399,0.5494274853784681,4,High School,Mortgage,Home Improvement,0
48.746112675765545,14742.338446573198,0.03563188529033696,6306.265810304311,558.1697769030847,0.21586933134235659,2,PhD,Own,Personal,0
38.59680847686321,50375.31943813323,2.725602883342616,3481.8376290508263,627.4741317846403,0.4048113060612142,3,Bachelor,Other,Personal,0
46.870776787417554,19410.316209871635,0.4185521432839195,4165.812956365369,569.0349949805019,0.49183511031066335,0,Bachelor,Own,Medical,0
25.352102623703146,10000.0,3.4846261229319984,24648.125354725693,761.3714057498628,0.348266299525729,2,Master,Own,Personal,0
30.853694911859694,40337.34390335699,0.8771508196392924,18454.26262243959,778.2419602683312,0.31042292823462664,5,Bachelor,Rent,Medical,1
27.756974657923333,18897.961118845957,0.826852467828767,4648.340019491697,845.826211894853,0.44315867867353337,1,Bachelor,Own,Home Improvement,0
38.14444590874852,10000.0,0.023775431014828725,15288.101231385046,685.1535014272432,0.12558205675672288,6,Master,Mortgage,Personal,0
31.41041614820586,18800.866835348308,8.80103026466994,21416.10059382565,836.5295992630402,0.2443960545100507,3,Bachelor,Mortgage,Home Improvement,0
42.297729370341955,28581.12884136806,1.8935222457080747,13290.952150456218,580.7097481901435,0.4652113293583498,2,High School,Mortgage,Debt Consolidation,0
25.689982883675583,26957.708989105377,1.0988909443940487,10292.203917744231,671.5941824733736,0.7877790658385763,0,Master,Other,Home Improvement,0
35.430309733212816,54133.44547285834,0.20322709853879328,19509.53232276359,543.9180855464115,0.18389328482362163,6,High School,Mortgage,Debt Consolidation,0
41.86857911012256,14380.322654006912,2.402274085475794,14997.133832089246,707.3334074746276,0.6673994408219724,3,Bachelor,Rent,Personal,0
18.0,22547.062269172457,0.6646071909609506,3070.2816810403037,678.47436052455,0.16071630713348636,4,Master,Mortgage,Home Improvement,0
56.21631307330203,15525.131247493695,8.893056649069738,6966.402269713387,404.6153223968904,0.12570697392089206,5,High School,Rent,Debt Consolidation,0
32.16848115120124,10187.365478590344,6.013479635753513,5210.050018349884,760.9607056884781,0.2622836042348237,3,Master,Own,Medical,0
18.0,34295.30303948852,2.658291245607902,20373.2651229035,735.5350024607582,0.30522576216759645,1,High School,Rent,Debt Consolidation,0
36.58093898576786,27767.867464544706,7.085885769512457,5093.203889537648,594.4358336815079,0.18626840028132488,1,High School,Mortgage,Home Improvement,0
35.33443467973151,25383.10882367305,0.22328007564651378,4439.300166974449,678.1217857816358,0.3944364979566081,4,Bachelor,Own,Medical,0
34.18105620427507,27265.98126508104,0.6567730381414149,18422.82491932163,500.6258258923608,0.3493920210459258,2,Bachelor,Mortgage,Debt Consolidation,1
44.91191112926666,15634.942209454572,0.5840316694064831,9973.998270901013,572.9779494356836,0.21677948283960669,4,Master,Own,Personal,0
42.47444971427056,13321.738536571369,0.14947437374022995,43889.30205900234,816.907943022468,0.005816663705512488,2,High School,Own,Business,0
37.978761910238454,22445.012005130004,7.167352955674393,4065.153496374916,534.565351479835,0.34749261316401875,1,PhD,Mortgage,Home Improvement,0
39.501556339466475,39363.949975746116,0.12369567340227948,5350.424895345378,650.9546317565054,0.17600774948712966,0,Bachelor,Mortgage,Medical,0
33.956415505619134,49219.17526584636,3.885475030290445,19882.081738453326,510.36389984240986,0.3331249918642785,5,Bachelor,Own,Personal,0
52.75490849240048,32784.671519091666,2.9234278901674937,2912.361965675009,683.7945220121541,0.3223922781115865,2,High School,Mortgage,Debt Consolidation,0
20.208039816422335,22350.125458553284,0.942783864894298,23289.406658995686,706.2745105306257,0.04616655857882808,1,PhD,Mortgage,Debt Consolidation,0
36.396516742158965,25207.37689777528,0.037972940650604824,3084.1633316361203,722.4130216460479,0.26003793491346266,3,Bachelor,Mortgage,Debt Consolidation,0
35.6502463118878,22154.522476920913,0.012229121731226162,13202.729276443926,696.7984003622698,0.43240971577930415,6,Bachelor,Own,Debt Consolidation,0
43.13280406064593,13187.548001688818,0.4562967106919727,1854.8501290780625,792.6835540230633,0.1400643687722967,2,High School,Mortgage,Debt Consolidation,0
26.561461225751007,22299.59261967355,1.3619494529198237,8400.981909522841,594.5971729545861,0.5013458644638218,4,Bachelor,Own,Home Improvement,0
18.0,11300.323032127295,1.22464639884982,2709.1104384477494,544.172550224144,0.5777313462402225,3,High School,Own,Debt Consolidation,0
36.56823016098193,20701.49889355196,1.760364022308743,37836.14681441246,591.2827278843465,0.29799633025446637,5,PhD,Rent,Medical,0
37.812304922186044,49913.78795510762,2.956462399101527,3438.173292703161,515.3769183637614,0.3223097955696338,3,Master,Mortgage,Debt Consolidation,0
49.89599409447649,33237.35295232057,0.9475562549731139,4175.186858520745,657.8779692194317,0.3931521078348928,4,Master,Mortgage,Debt Consolidation,0
22.296379536749136,13883.27847976495,0.34957290349628706,12435.875564310962,636.0378352747503,0.49893069231034887,2,Bachelor,Rent,Home Improvement,1
46.5469376671672,21243.05856403593,3.2193650529835987,5010.213945614535,697.7537341996547,0.23172396456359035,0,Master,Mortgage,Debt Consolidation,0
58.67414364027121,14513.170755915891,0.8090031888667966,14185.316873351823,488.3758527434954,0.14074253821184401,4,High School,Rent,Debt Consolidation,0
31.22235112477523,21348.635719977297,0.6762164620825796,4588.405499936018,648.6987625341094,0.14785012365263514,3,High School,Rent,Debt Consolidation,0
22.09057780506776,37069.651992829364,2.8904930911278632,4314.079411845734,771.44808653158,0.279283972126885,5,High School,Mortgage,Personal,0
30.93025633626629,30531.187134076434,5.440430940160811,7926.390455356052,707.2229445444631,0.14255050802420455,2,Bachelor,Rent,Debt Consolidation,0
35.140049673713804,76272.8285417492,4.929297240894546,3060.8734470602462,460.446412426321,0.5100340208200854,2,Bachelor,Mortgage,Personal,0
40.63787875006915,39984.16186271883,0.2957067593502434,11126.590818511097,648.8291043518855,0.4981438965009648,2,Bachelor,Mortgage,Business,0
29.086052701619526,24391.74880932485,1.3989670395261073,16347.639877334384,576.7225039547651,0.31761268313385277,4,High School,Other,Business,0
50.55198534147342,30901.96295953406,0.19493964451039475,12611.915390525144,651.2861885407609,0.116939549644894,5,High School,Rent,Personal,0
23.854676849919382,19906.038619714298,6.48715476895018,13556.544479210743,611.9346827764439,0.3631774118701896,2,High School,Mortgage,Debt Consolidation,0
18.0,12534.597205081503,0.48472380765023976,1737.3492724861733,823.9296409089376,0.45735865001008025,2,Bachelor,Own,Debt Consolidation,0
46.06710424287317,42314.6351210019,0.439871341054395,5600.8956605193325,658.5713182722079,0.25562054317964017,0,Bachelor,Rent,Home Improvement,0
18.0,36479.135225495345,4.394391269626747,6757.091787257723,681.6758714493772,0.3792221822646089,5,High School,Mortgage,Debt Consolidation,0
32.95870231127284,19525.427953544844,6.874720190143365,25940.536433489768,645.5936391030705,0.2503016081702114,1,Master,Other,Debt Consolidation,0
66.17681129208047,25259.75933804204,2.392222635861789,5089.5978029888865,697.4450615950858,0.12239454073468858,4,Bachelor,Rent,Business,0
34.87956447040069,40964.84724657176,0.25795221586727163,1285.126461065852,628.3114664155089,0.21037256875272609,3,Bachelor,Mortgage,Debt Consolidation,0
23.792323493037504,33630.06417850044,1.330502279261491,3629.406424267311,727.3517812669262,0.2352731862739813,2,Master,Own,Home Improvement,0
34.426025362132066,10598.305134827842,3.3922269904716784,4774.504252646709,610.8074517183097,0.398998888382177,2,PhD,Rent,Debt Consolidation,0
34.49199211380466,24879.76274275916,1.6994952411736512,1443.4831021340847,787.6453373327491,0.26112634238189175,4,High School,Mortgage,Business,0
36.60649940353117,20255.552596731224,0.28449823153157183,17587.822120510737,699.64470966472,0.37265095628796024,5,PhD,Mortgage,Home Improvement,0
41.6226298215962,38426.41334216277,0.3772131311052063,2308.4601378700486,634.7442717023234,0.5774371890110965,0,PhD,Mortgage,Home Improvement,0
24.608888316322606,36883.5661630696,3.9922853406152163,11577.481478686472,734.2091831088588,0.327113477923538,4,High School,Own,Home Improvement,0
51.87548055236793,42586.98265529434,1.4974430984712785,3381.5268574261886,699.3030047549041,0.1331552350812982,4,Master,Mortgage,Home Improvement,0
37.45114284372618,12594.970299175884,2.4472409488708458,27053.92820405271,732.7315151194827,0.45632671549091686,3,Master,Own,Business,0
42.26794046401804,14882.543575195354,0.9338169323632476,6496.878058281828,658.5743878746576,0.3917011489458053,0,High School,Rent,Debt Consolidation,0
28.718506002443576,38447.20260026587,1.5206501841052456,5523.188925346703,625.8812232254672,0.19107891175636,5,Master,Own,Debt Consolidation,0
47.86382136995533,16385.909903907992,7.55351102531897,12364.732639068226,663.527618247322,0.48286288382008474,1,High School,Own,Home Improvement,0
32.42947591186935,10293.660605519583,0.8000688727761128,3619.7477221712275,599.9623391448218,0.22312428641128074,4,High School,Rent,Debt Consolidation,0
37.775525134935314,28747.274559660364,2.2465592473318123,12841.497255318585,747.9328644528939,0.32839207374061113,5,High School,Other,Debt Consolidation,0
25.668939228128906,16753.974285197437,0.3787057747945026,5511.902369219106,796.9186814434054,0.3063815932431114,3,Master,Own,Personal,0
25.030683735978734,53900.51896555668,0.2596249419543898,5035.753884344471,707.9037518252637,0.22754616057193994,5,High School,Rent,Home Improvement,0
41.882053064528826,25542.328010887173,3.0616242124201842,7554.8500881209975,791.8157610166464,0.5733173118871755,3,Bachelor,Mortgage,Business,0
30.56393169792614,23864.079160032077,3.717186332371128,3388.910123568424,762.6864546109264,0.2711819923844489,4,Bachelor,Rent,Debt Consolidation,0
26.461769124956227,18313.212158271064,2.207119184934368,6955.49067846104,623.1748253628156,0.19196971231363436,1,High School,Mortgage,Business,0
28.568166579729695,48796.68537853957,0.34441575589899837,10631.621904149903,733.5792500370759,0.1613404527978713,1,High School,Mortgage,Debt Consolidation,0
41.98953071717421,26351.414399911144,0.5504215682363787,1277.9428057807027,521.7034105546859,0.1946283775615742,2,Bachelor,Mortgage,Debt Consolidation,0
28.709621387963892,17957.268474959117,4.8421902178131155,19400.342967457585,668.6068779668153,0.2785875981251842,4,Bachelor,Rent,Personal,0
33.82345068397836,14808.522619732108,0.6813333787431152,15565.037686437818,531.7645643021108,0.21470286504075825,2,PhD,Other,Debt Consolidation,0
35.15027750287097,21231.972741227295,3.416975831505946,1837.825320059821,639.034409575903,0.4882634046160509,4,High School,Rent,Debt Consolidation,0
18.0,13509.880443356466,0.6735689796834764,1622.3875887721908,506.03052038478324,0.3291915500459849,3,Bachelor,Other,Debt Consolidation,0
20.288735946264822,36843.655831905184,5.608986832771091,15891.271901600005,759.430405270605,0.15414209249470295,4,Bachelor,Mortgage,Debt Consolidation,0
38.362778892475625,10000.0,4.917376655162628,14937.276210127366,610.5115867336208,0.6907629958277223,3,Bachelor,Rent,Home Improvement,0
27.62970638847303,20542.331470598994,0.08845384783079785,13338.739212454906,740.6322553365985,0.3349261794606739,2,PhD,Own,Home Improvement,0
45.567249112804184,29883.64956578294,2.9429550696087716,2587.5349822649214,642.4479370634904,0.474134785222343,1,Bachelor,Own,Personal,0
44.668071042505446,26135.758420159735,0.37136261343913085,34993.36597711067,465.5795252576487,0.7161192152600248,5,High School,Rent,Personal,1
42.19168666355437,15388.234662941491,0.4848352826829188,4429.310938337595,601.5837882450073,0.3895473717601726,0,High School,Mortgage,Debt Consolidation,0
53.197717873125974,30642.07530212041,1.231799073335421,9814.157183899597,596.9288342391297,0.06314518722588565,0,Master,Own,Personal,0
34.169106722568166,14143.073894349172,1.717544917177394,9911.224854045522,648.5222502292626,0.16825747302315439,1,Bachelor,Own,Debt Consolidation,0
41.488819259038394,21781.31283482926,0.7884561186964524,28979.527814252702,800.8035229317278,0.6291671577254208,0,High School,Rent,Home Improvement,0
29.155990234039688,30513.387050598252,1.7131371074713815,8956.491359667176,817.3616756001458,0.43103605287335567,6,Master,Rent,Debt Consolidation,0
59.52369912868724,27762.9142624525,0.37424622287806775,11301.300477010787,626.8767842138914,0.18471449270296017,5,Master,Mortgage,Business,0
54.83633652436019,15716.721594890254,0.04518183687628236,7618.2296937669,523.9721274748883,0.21745802907745285,2,Bachelor,Mortgage,Personal,0
35.11880434517792,40084.590325582074,1.693643093373402,3111.065307211242,575.5891234313949,0.2579724957354588,2,Bachelor,Other,Debt Consolidation,0
38.86586229905192,23002.24929910267,1.4571974932052307,1267.842001642375,697.9609168878054,0.27293752952494327,3,Bachelor,Mortgage,Debt Consolidation,0
48.592975993648054,31936.27229894225,2.3401347182494074,8317.058285461619,639.1757536762267,0.15413188323183225,0,High School,Rent,Debt Consolidation,0
33.52860495185893,47313.47905511184,2.0986277186193423,2617.852299534379,492.4677553358507,0.23562807592585067,5,Bachelor,Mortgage,Home Improvement,0
28.433759292002954,38513.352348147,4.555519226929177,10722.952025737211,599.640740997564,0.33566803893757585,3,Bachelor,Rent,Medical,0
43.73989751006883,38563.623053444855,1.2304051730654009,9127.070617975482,781.1573922249781,0.34258441098528825,3,Bachelor,Mortgage,Business,0
35.7843924608367,24254.076005072897,0.01680939080633444,8951.236488248162,679.2255957434859,0.13994371518433052,5,Bachelor,Other,Debt Consolidation,0
36.829944496452605,32760.131776980103,1.9920356706948332,3490.011479443986,654.7291418560587,0.6469433655719082,1,High School,Mortgage,Debt Consolidation,0
26.657286569320345,24509.06399960029,2.2486753107907855,18568.748549375443,611.1206064863949,0.3647982329102368,9,Bachelor,Mortgage,Personal,0
18.0,12032.153047064923,1.4741771933243535,11846.84513500157,604.0042359066773,0.08577155000062323,5,Bachelor,Own,Personal,0
37.36142409879101,25626.23463741972,2.337886275532455,3148.370113262328,704.396056887843,0.22435950209959346,2,PhD,Rent,Medical,0
44.049620414942,25038.764723516546,0.78189346297465,42397.21975007029,664.2060705978286,0.4342200654382864,4,High School,Mortgage,Debt Consolidation,1
32.74193250923958,29491.715747192015,0.3222358302622045,6845.638039929556,727.1016190907297,0.07564701816883146,4,High School,Own,Home Improvement,0
49.36429519558867,20660.9662850047,2.1845865750883284,2786.5813459864994,704.6647278840063,0.10724708263264986,9,High School,Mortgage,Business,0
27.960836745844553,15052.091364483547,0.5625689726753352,4417.452328349585,651.9720121591243,0.2988552569663864,4,Bachelor,Rent,Debt Consolidation,0
24.452955450340802,30584.63512040288,1.2187738328055355,2423.3043235104305,688.4209800878996,0.6543305828673605,3,PhD,Own,Debt Consolidation,0
34.32769692803869,11422.768236991087,1.3530629015201736,24041.614232022708,590.7467519931035,0.5929173665274576,2,PhD,Mortgage,Debt Consolidation,1
34.174074246487095,45679.71329487204,1.2971108747571078,19232.53512108228,645.1831368961306,0.5123117315133849,2,Master,Other,Personal,0
42.69968731335223,19619.72995763571,1.8248421756268167,14641.037606856684,784.0950422410291,0.44309621442233327,2,High School,Own,Personal,1
27.250371759360153,24903.511236567243,0.05979235868086553,12593.215826683188,651.0710027679031,0.2594276865987699,4,Bachelor,Mortgage,Home Improvement,0
48.680942368148976,29122.870625977084,9.147826609896171,21997.272088017242,628.280944980104,0.6357624772293685,3,Master,Own,Personal,0
54.66916962508253,29594.506220342024,2.5197497138265206,6676.870241808833,671.0484429373587,0.2045217557135804,4,Bachelor,Own,Medical,0
34.60855973031658,10888.994181770086,1.1081197376503098,11363.136048482113,533.4429664720084,0.1382211983120754,5,Bachelor,Rent,Debt Consolidation,0
47.497104201843186,33257.75627377312,0.4247287872001449,4232.240393545915,672.0848284804745,0.38666643087801134,1,Bachelor,Mortgage,Debt Consolidation,0
24.435029293747398,25631.489013745002,0.16714873860478616,7166.990840960913,819.604401613812,0.12355891042170498,1,Bachelor,Mortgage,Personal,0
45.75221541181916,16032.437741076386,2.230644779744384,11615.105619501217,569.1385645780533,0.21030849363550888,5,Bachelor,Rent,Business,0
45.472764085594626,15141.074940847648,0.7623908722068407,1000.0,676.7055150265936,0.4012422218714716,3,Bachelor,Rent,Home Improvement,0
43.634372801898785,18638.292108692014,0.5213753329371092,4935.609152919998,647.6505759088867,0.218642311804904,1,Bachelor,Mortgage,Home Improvement,0
34.84436911129706,11506.06028321598,0.9559244689508459,9246.401352340024,645.0912605263488,0.05006436769960702,4,Bachelor,Mortgage,Home Improvement,0
18.0,52111.12285702542,1.7975062758946894,7615.852028465217,643.2872250666209,0.13021443318870227,0,Bachelor,Rent,Business,0
28.582728563478707,46308.261698641654,2.2276866891834057,5642.502430292337,721.4308883770651,0.45729743139306117,0,Master,Other,Debt Consolidation,0
28.74083982315398,27607.702821084735,2.0722333458021165,12982.032318113464,540.1878658979385,0.20473571746955865,5,Bachelor,Other,Home Improvement,0
25.217450619395226,19698.559531592902,3.979429600478305,4600.085187988099,718.8673756574392,0.28719029609761165,3,High School,Own,Business,0
36.22243004547066,19959.21072067597,0.493739179493021,3048.7106179672105,656.9134462916735,0.5167382346772564,3,High School,Mortgage,Debt Consolidation,0
30.810365544787654,32177.825752611858,2.0253068283141342,20889.729068505687,473.72773601433914,0.19384415370230565,1,High School,Mortgage,Home Improvement,0
26.75387990234978,53045.931523870706,0.21319895723577073,18659.651926108014,687.9838247296991,0.27639487489976644,6,High School,Own,Debt Consolidation,0
24.411998517521802,16560.930735619466,1.587857236428557,5017.468095060302,661.3919890060001,0.26198273222119267,1,Bachelor,Rent,Personal,0
27.844870145147713,12596.911938913843,1.7539400594094574,7669.78869356202,562.824620224186,0.23583514070654701,4,High School,Mortgage,Home Improvement,0
46.21499211849928,47754.10862919081,0.4872979633193558,15943.264807111216,666.057160876812,0.1772628015166885,2,Bachelor,Own,Home Improvement,0
28.38974945372506,10000.0,0.9941516078706482,8393.622425312173,518.3735179898557,0.3520750619487709,9,High School,Rent,Medical,0
29.850612935667275,13302.863554353267,3.511158550433727,12384.067984229781,581.5296243804636,0.8335719946218996,5,Bachelor,Rent,Home Improvement,0
30.433023849767537,19468.850435154192,0.3212979549624761,11854.38873025255,653.6975666915614,0.4117511687822881,3,Bachelor,Mortgage,Home Improvement,0
38.389935138094195,10094.876189123022,1.140111886037784,6277.10286805917,481.4382562682031,0.511385631759055,3,High School,Mortgage,Home Improvement,0
39.562494885285325,38410.054160571395,5.398173125961851,12243.362129681329,534.8614921871216,0.2519970921916037,4,Master,Mortgage,Debt Consolidation,0
18.0,33807.9964635722,1.4027979773462078,3744.506453617179,549.8118440737825,0.1957838775604417,4,High School,Own,Debt Consolidation,0
45.21635213827608,16524.565756342938,2.582941048819029,11107.984515860395,657.9172483050307,0.28590705437991376,3,Bachelor,Mortgage,Personal,0
49.36368034243754,41764.71234032932,3.5073792926000706,7636.707813834209,694.1339085144168,0.10229110552476388,3,High School,Mortgage,Debt Consolidation,0
24.498134626383305,45462.64206629139,0.4557453692303525,6071.880597676208,560.7197544263369,0.28352789242662807,4,Master,Own,Personal,0
25.277017552651653,20814.69852242524,0.4923567436561895,2988.752348132653,555.1069016898892,0.5680438752355447,3,High School,Mortgage,Home Improvement,0
30.497466122217286,17582.615043268546,2.8425291556297703,9003.128515671122,663.8112110041145,0.426860739394533,4,Master,Own,Debt Consolidation,0
27.43995980543395,68172.80522011351,2.7992191381204323,8356.74454816226,661.1149899184796,0.12721957052756122,1,High School,Mortgage,Debt Consolidation,0
37.23926873946606,31589.526698345155,0.12414088938876743,4139.336673853915,579.976126209613,0.25452452611454573,2,PhD,Mortgage,Personal,0
18.0,25038.309888851432,0.7786862589429049,2258.604771377475,832.8720322607494,0.4766391904287516,8,Master,Rent,Personal,0
23.820723919632602,43554.70326370588,1.016765526323654,2174.2083918301432,668.4391175082412,0.13481410205898534,2,High School,Mortgage,Debt Consolidation,0
50.391972001749075,25615.817672749497,3.5326560560130305,6612.662221068397,632.9834922645974,0.1508313302035493,4,High School,Mortgage,Medical,0
25.71780032651982,17106.08807730465,1.0958862525927031,10354.723915644263,611.3909537137815,0.17720668247076668,4,High School,Rent,Debt Consolidation,0
47.43428278102925,22927.214274934697,5.205459413378028,35595.59863828384,750.8831954014576,0.44762205278943323,3,Bachelor,Own,Personal,0
38.55338195590137,37024.204138549925,11.372539723496974,7815.5930333275755,704.5044395632774,0.38307464594289575,5,PhD,Own,Personal,0
18.0,10000.0,3.0348678905771327,2207.6660682132556,476.23555299470263,0.49956868177341657,1,Bachelor,Rent,Business,1
41.35329195216206,19072.153728860405,2.195545419829559,6866.882278533169,580.4188842759268,0.11715825402880982,1,High School,Mortgage,Debt Consolidation,0
33.823326978071464,43981.69041179203,0.9948225528561243,22050.530042951243,605.3213791511248,0.20185489740799936,4,Bachelor,Own,Home Improvement,0
30.445329437502593,17052.733619560535,0.13878471551057533,4692.700583971575,648.8048848892206,0.270806069327668,4,High School,Mortgage,Home Improvement,0
37.44957093172004,47717.53790258158,1.702592549989027,19828.644475600344,712.713491135547,0.3353651885980226,4,PhD,Own,Personal,0
39.746334855667925,44684.050715884754,0.8979091441525848,9326.170602635473,542.98480130432,0.3908596632317495,4,PhD,Rent,Medical,0
42.0759182197462,21316.473195701154,0.8643310531693461,13595.651033236552,642.0592519891655,0.23086130963713378,4,PhD,Rent,Medical,0
46.78252847548002,16576.318303634605,2.327641285527779,35849.49640193368,819.9266583858189,0.1670720024776471,3,PhD,Own,Debt Consolidation,0
39.081359127783564,19078.561764178303,1.245897011453045,1863.4574291755005,652.9060402297941,0.20545093594328928,6,High School,Mortgage,Home Improvement,0
21.24365911213638,83475.39911069433,2.7894100215347826,16600.75319331533,580.5704569792264,0.30374198118458806,2,PhD,Mortgage,Debt Consolidation,0
30.26354542348809,56230.36674339844,1.0155712408089903,7511.865422274534,516.578820458128,0.44303481981183324,0,Bachelor,Mortgage,Medical,0
64.43048335268621,23451.634804060814,0.3270703867004937,3792.0254441861225,601.309787456147,0.04237727884383193,2,High School,Own,Personal,0
42.244910603817274,16251.219387767262,1.2373693540835635,7476.292480941357,542.1251697973794,0.5872435407896848,1,Bachelor,Mortgage,Debt Consolidation,0
58.69287300811497,23353.929077628887,6.032380815770763,31343.9565678063,610.539992293176,0.29879104702638576,1,High School,Mortgage,Home Improvement,0
48.95434082199185,24882.336751135022,3.2341805254138416,23575.345996378986,704.2183638277612,0.46170560773312846,3,High School,Own,Debt Consolidation,0
37.41802071555749,11829.132587859009,0.460712135867015,1635.049619267924,653.6959023648687,0.26090883506966706,7,Bachelor,Mortgage,Medical,0
38.01407069781118,22925.8559777769,0.9928611352153771,4377.041135223702,601.9984750577778,0.30344974066992697,1,High School,Mortgage,Debt Consolidation,0
34.63419960123154,42667.900099842765,5.256411509192516,17228.41592824626,470.9317074178619,0.32243871128566093,8,Bachelor,Mortgage,Medical,0
18.0,10000.0,0.26409141355142995,7963.34755682953,733.1995006898726,0.14408024926299692,0,Bachelor,Mortgage,Business,0
35.180472524682244,33299.31091691274,0.5859259621795241,7987.150390083109,614.7517953411549,0.037921534896752526,3,Bachelor,Other,Home Improvement,0
47.10674552542197,43800.433125574426,0.6082263761439953,2310.7763640078056,660.7986710638932,0.42725163387374615,4,High School,Own,Debt Consolidation,0
29.003600051787963,16642.606245692303,1.6922838106108382,4463.187724563079,558.8264321188818,0.3229033718114612,5,Bachelor,Own,Home Improvement,0
39.1195299906181,51384.29598080601,1.0577528598130261,2733.7659388529605,609.1043642780191,0.31741671290105894,2,Master,Mortgage,Medical,0
43.51591045893197,15596.962594134104,0.16648209415036083,2158.882525572268,592.008461053829,0.2631793962276025,6,Master,Rent,Business,0
25.903195606875244,27461.528235686244,1.9840848638324453,2962.561703114398,516.6081189728661,0.5699416924285539,2,Bachelor,Other,Home Improvement,0
30.48697135656335,18894.263900748036,0.2086728904387732,3856.5249850674477,559.2035477978035,0.24403533506623437,7,High School,Mortgage,Debt Consolidation,0
24.82088509522841,18892.150955290726,1.8649161029247547,4407.704118702524,648.5292651729206,0.4304567143079003,1,High School,Mortgage,Business,0
26.77834393310593,16177.076125764717,1.414526207027989,4131.088548747689,679.8572518682311,0.335145489228941,5,Bachelor,Own,Medical,0
22.12394716346939,31234.78761844384,1.3611280065904716,18331.292638689607,581.6066343469704,0.5688428290227316,6,High School,Rent,Personal,0
25.995515386219733,33671.35412387505,0.13976420196702227,3921.7161721004945,529.7300793005453,0.28759693809642234,4,Bachelor,Rent,Personal,0
49.19455680797839,21328.274232770334,2.03897632672553,25360.49059894999,614.3561953114446,0.3969814634123895,3,PhD,Mortgage,Medical,0
25.845229709097076,11159.159206344997,1.1288756958665362,5501.737871401033,727.9629221633762,0.43418827392947423,3,High School,Own,Debt Consolidation,0
36.2645921906069,26945.863680568586,1.0590185704473667,11514.460138167273,556.0847431397672,0.1448125760101177,4,Bachelor,Rent,Debt Consolidation,0
29.97131246329044,27200.95004244937,1.8149166871072075,11812.510552312913,651.2882126860826,0.4449469856508921,1,PhD,Mortgage,Medical,0
46.78865937036939,19764.496366071337,1.8640683234691056,3951.005029445925,583.9560585229979,0.0667596300632632,2,High School,Mortgage,Debt Consolidation,1
48.111622966036165,56028.49298309824,0.03029488237085019,6232.4671709918275,762.8510490895034,0.5649305191241714,3,High School,Own,Debt Consolidation,0
43.64069982138947,10077.246781388174,0.26757919752104553,5418.882706372832,599.3394209374338,0.12078333355462768,5,Bachelor,Rent,Home Improvement,0
38.061345531027555,10000.0,0.5397320389996001,10915.647292495754,716.2006098574227,0.3017666092696867,1,Bachelor,Rent,Debt Consolidation,0
32.68940463159102,15284.317017663272,2.2662666851595095,7309.458025419504,751.5068496669371,0.44549711191139735,4,Master,Rent,Debt Consolidation,0
23.081252958087504,31420.388203916806,1.7195425885785982,4452.768786296609,804.1480641406663,0.5053372086699666,1,Bachelor,Mortgage,Home Improvement,0
54.43528881122197,12991.852137351443,2.834572430229931,8912.825902259614,514.6687860581368,0.5595415558662136,2,Bachelor,Mortgage,Business,0
27.403269822474467,13487.445121774736,2.6988281966305565,10632.73646279662,510.1889680560346,0.04342171432405927,2,Bachelor,Mortgage,Personal,0
41.636463470328415,35436.96162408684,3.837134949658077,35597.67988099113,766.5219462954094,0.2828772486686214,3,Master,Own,Debt Consolidation,0
45.59565572623397,27757.849981825,0.9458232628486715,8556.96769275379,750.1483972106681,0.372182396737365,2,PhD,Own,Debt Consolidation,0
29.447195030946705,26596.381583311515,0.8464351074484608,8168.223133223546,588.3072537580425,0.11664096953993272,2,Bachelor,Mortgage,Home Improvement,0
45.38012527315962,32555.918521739528,3.5558954210819254,11415.403292271876,326.3006306903131,0.5347418359468561,5,Bachelor,Mortgage,Debt Consolidation,1
42.642132033388556,17808.008010899117,0.5425718770742356,3791.352557986353,658.0887119209788,0.10285604880712529,4,High School,Rent,Debt Consolidation,0
52.27963835381765,18224.241966828864,1.236719123909808,2037.731216508589,498.250224246956,0.3608455524985688,2,Bachelor,Mortgage,Debt Consolidation,0
30.30653533573289,33020.69074621848,0.4321513057732131,6312.697287896181,567.2300522703537,0.33092810878770246,1,High School,Other,Home Improvement,0
22.14135982720285,11243.625328985514,4.903115719343446,19104.501719463264,668.1192447706572,0.4757739801128344,1,Bachelor,Own,Debt Consolidation,0
29.945102445554888,10000.0,1.0478319025978524,21738.52629230299,681.5643307732365,0.5144382708327655,4,Bachelor,Mortgage,Home Improvement,0
37.088535425343316,17736.10928761643,0.4777505425070859,1801.7113377611147,808.1314715943784,0.1081293051331922,5,Master,Mortgage,Debt Consolidation,0
35.58212727085056,35081.76099167795,2.3553979456535132,13806.069377137766,612.7263441425239,0.28712196779735677,2,High School,Rent,Personal,0
31.065621037254495,25028.735142601596,0.5611340311109749,1411.1518976481102,552.3697407199257,0.6777399361415054,4,Bachelor,Mortgage,Business,0
18.0,33814.52598642654,5.747156831575259,11700.003780039196,741.7291979072181,0.17443764273581328,5,Bachelor,Mortgage,Debt Consolidation,0
39.70482996129107,10000.0,0.9165201582939831,11153.263786322494,687.7070562857418,0.4511415223663,4,Bachelor,Mortgage,Home Improvement,0
54.723444790822,25790.162613847762,2.1851056413740735,2040.2262272234634,613.6868066525442,0.33614076148378613,2,PhD,Mortgage,Home Improvement,0
39.642512381230034,30544.265928084915,0.8469881079569672,18034.410646889402,653.1760494273414,0.4679323521010457,0,High School,Rent,Business,0
41.09135519053514,11210.445860031394,3.292676702146993,32697.98456973171,612.1966329035034,0.4625441822135645,5,Master,Rent,Business,0
40.72445306155102,33895.20355392237,4.544552969539524,7708.013147267486,719.2036194683857,0.1966465226124348,1,High School,Rent,Business,0
38.970466698824,20831.895980642545,3.101567962681833,9070.656300576207,818.7939489503306,0.5613662278540092,7,Bachelor,Mortgage,Debt Consolidation,0
44.31665966868095,102300.34770430469,3.774326354015233,26457.447387240478,577.4509884538447,0.4539163921204144,3,Bachelor,Mortgage,Home Improvement,1
38.95373681185666,10000.0,0.21490502234984804,3290.9592701326756,692.0891331489138,0.06219917370732825,2,Master,Rent,Personal,0
31.87322830346724,43676.13769769157,5.15574662921285,3358.1249073782137,497.0243472031434,0.058945251919518986,5,Master,Own,Business,0
27.04011089991246,18086.497632945237,1.9579325329001815,4140.174422061631,542.7440168528186,0.08990766376381097,4,Master,Mortgage,Personal,0
32.510263447193246,10000.0,4.068439773821635,8347.068542490406,706.2557552469593,0.1715283844658386,3,Master,Rent,Business,0
38.141294964506656,16924.582472796847,2.306792373220508,8329.283153121247,642.9599147938519,0.2542853926743344,1,Bachelor,Own,Business,0
31.839170388770267,25304.55304225246,0.45091161640113325,5204.962517507579,539.0833543085157,0.44259120663333246,4,Bachelor,Rent,Business,0
38.1433868313143,37002.22536369743,1.880936850050689,6371.662291700666,650.8761535774271,0.4060006744863054,4,High School,Own,Debt Consolidation,0
39.39150133700417,52103.22594038131,0.19070208866944696,5262.415453610762,737.8913014439295,0.6450774436960156,1,Bachelor,Own,Business,0
43.33179431270182,44844.06570003681,2.3796338151061467,5467.408356417083,505.3073182432154,0.2727139522319989,2,Bachelor,Mortgage,Debt Consolidation,0
47.82794968838981,13592.983094566382,1.0518823846805863,4381.659582749777,824.6536496711419,0.5494690835695839,1,PhD,Own,Business,0
35.780074184788575,38757.60781159862,0.32912007664114995,4410.080442572406,707.3028051117637,0.16283131799530862,6,Bachelor,Mortgage,Home Improvement,0
21.922234348523393,26786.209912348215,7.748473551733754,1634.749616841675,709.2963417915121,0.40229044041946954,5,Master,Own,Medical,0
31.5489590318081,15878.138254324507,4.626977124934851,6775.442277964811,649.8654745126647,0.4407349427902529,3,Master,Rent,Home Improvement,0
35.44062567406599,19812.031888492307,4.48004166516561,1695.167003714389,824.7128232177885,0.3593743132048136,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,15445.587923955509,3.1100917585473904,14771.387255280455,746.2322908804746,0.2958608771930017,5,High School,Mortgage,Debt Consolidation,0
48.88664520102482,22438.78403922696,2.355188431769323,5177.438550761334,613.2423998065747,0.12277548423240119,5,Master,Own,Home Improvement,0
36.423779125104666,15293.314618552396,2.128882532300936,7364.838031659978,725.7389677269268,0.2506648956971495,4,High School,Rent,Debt Consolidation,0
38.81352834580285,13174.032858508499,0.22430894638454874,6011.516311526867,576.6859471067311,0.22609816584966888,1,PhD,Mortgage,Debt Consolidation,0
48.65526462526266,27988.79593477783,4.616527076148925,6665.558197852283,621.9751678073349,0.4672959410071522,2,Bachelor,Mortgage,Medical,0
28.69857169857653,30162.818644260966,4.259422657821021,22263.411108772307,796.6633736103557,0.2729744678953718,6,Bachelor,Mortgage,Debt Consolidation,0
40.7404193088403,20054.352670144475,2.7554830940620385,2748.478790340113,688.7583403502241,0.5184795812584279,5,Bachelor,Mortgage,Debt Consolidation,0
33.90135876898064,43644.19889458434,5.243239360119345,2211.3234515416734,716.1523627145581,0.2632459221346678,5,High School,Other,Home Improvement,0
33.159131329840804,19337.175362282873,1.6107667879265,8915.065356407058,766.9625087904733,0.19109394895209605,1,Bachelor,Own,Business,0
27.278076121956207,18932.07263107413,1.1871189963561937,5449.593081956134,704.8223237485323,0.3350978473444666,6,Master,Mortgage,Debt Consolidation,0
51.65603213686528,30645.60356697237,6.88075408649192,10804.29627310748,568.8821650397459,0.054161087830206886,4,Bachelor,Own,Debt Consolidation,0
31.24499959924429,20615.267221346734,1.2477318024443225,14375.228939905895,816.1281289431505,0.2588249374618653,7,High School,Mortgage,Business,0
41.99464246895702,22980.443819561013,2.0506740693443217,3344.008094306456,701.6147309613252,0.1515388627982004,3,Bachelor,Rent,Debt Consolidation,0
18.0,10000.0,0.9338157221165263,13130.73670971328,708.6797077029454,0.19162440865005664,0,High School,Rent,Business,0
46.79988529689787,22211.23880796944,2.022996077048712,3577.5919394747552,655.5875844885627,0.3335284916985404,1,High School,Own,Personal,0
45.52211155957059,10000.0,2.546638588269009,8601.227053906663,761.0760479220835,0.2731341791898697,3,Bachelor,Rent,Business,0
35.97434110297303,11962.412419740138,1.9598221508705322,3012.3296278376006,841.495630755641,0.15177540369995748,3,High School,Own,Home Improvement,0
32.73057533862075,11297.522474554993,1.4454112834138304,9006.618777509533,612.4656907769006,0.1070032616573897,3,Bachelor,Own,Business,0
39.00000005613566,13078.283993316441,0.7136664775769246,7968.87155561519,756.5415025474613,0.2902302732781784,3,Master,Rent,Debt Consolidation,0
57.88790660880289,16740.279997932055,2.0647822961242257,3353.1531103572956,653.4372702122319,0.4454514384882606,2,High School,Rent,Home Improvement,0
18.0,17270.47529570471,4.781279015037143,2733.31633844219,450.189262527706,0.23561272117230622,1,Bachelor,Mortgage,Home Improvement,0
42.82027387574128,30703.674044414944,0.013873187611135353,14772.326336364084,509.5944992960615,0.15938525300653694,2,PhD,Rent,Medical,0
25.883826978460974,24617.033649152992,0.28757683861721245,5639.7760590256685,692.4291406642728,0.04686807701605739,4,Bachelor,Rent,Business,0
34.80081603700269,10000.0,0.25515126059204646,18208.153546159014,751.035482444814,0.38648283756654417,1,High School,Mortgage,Debt Consolidation,0
32.52119880921337,22963.179453205845,5.133239378592953,5246.334997768368,710.9075455888615,0.2211584079936585,4,Bachelor,Mortgage,Home Improvement,0
30.716817422022444,25825.757440380086,2.1738478626471527,22965.394811598882,726.9098565471211,0.12998821106033542,4,Master,Mortgage,Debt Consolidation,0
34.89534870947271,18689.492413105614,6.064299069265922,3794.4257316073335,850.0,0.1794451523442148,4,Bachelor,Rent,Debt Consolidation,0
23.658288547222096,21366.018354273943,1.748442742696544,26322.970657826772,702.8383489039707,0.17640112775056607,1,Bachelor,Mortgage,Business,0
45.291804361279674,24225.35431597699,1.2388007366819005,9316.082534929314,623.5077751738928,0.08216522167087674,3,Bachelor,Mortgage,Business,0
18.0,32283.120866141133,3.143734348466547,11157.167468069956,637.3355445716429,0.27126536585714306,3,Bachelor,Rent,Debt Consolidation,0
40.39764512828342,10022.220995042657,0.35095152753630543,3629.246424838185,813.5001733914644,0.33851000674532716,2,High School,Mortgage,Business,0
31.73464147465429,19493.599905020015,0.9603927709006922,14521.304796286324,523.0810988015377,0.19640034214182217,2,Bachelor,Mortgage,Home Improvement,0
23.290751061925462,46824.790304848175,1.2557462619828252,14930.218209452447,773.7959556641637,0.23343325625113048,1,High School,Mortgage,Debt Consolidation,0
37.02383370598695,44726.91184551669,0.7089501437569792,6250.72111190563,651.6167744486988,0.13625365655210983,1,High School,Rent,Business,0
19.43048913293522,33707.257993816165,0.9281563983715577,1469.6854633967419,566.8420591607601,0.5210536634795261,4,Master,Rent,Debt Consolidation,0
35.39713821719635,28808.113407211258,0.16264829507024353,3325.3730665739017,504.98509074011594,0.2999012687874651,5,Bachelor,Mortgage,Debt Consolidation,0
20.771230921884456,50378.37901403236,0.44125241858399394,3324.9684718227686,798.0593676692285,0.07713265453266094,1,Bachelor,Rent,Business,0
39.61272084317831,57464.577921152275,0.8174309305937819,11608.376795632052,564.2637888465849,0.06363659579539621,4,Bachelor,Own,Debt Consolidation,0
25.756426663696246,20649.78126783814,3.1781966746515256,5585.750768734926,656.2361964269938,0.3493300704200256,3,High School,Other,Personal,0
30.490059829706908,13565.48228858341,0.4030022810994836,5673.220511841984,552.5249830148998,0.07883359132313394,3,Bachelor,Rent,Debt Consolidation,0
37.93949387943162,19242.06104084963,0.8512551446675019,5151.020781984664,846.5859892778739,0.25117231392044187,3,High School,Rent,Debt Consolidation,0
27.27457888157764,103605.71349847617,0.13424700012398635,26250.287550317094,659.8173025631042,0.5803966471589466,3,Bachelor,Mortgage,Personal,0
34.42036000331697,10049.938847445377,1.6288421561010804,8402.474868703026,515.3620881370053,0.2806255640892426,0,Bachelor,Rent,Personal,1
19.861694987551463,17408.788262176407,1.889642200196382,9491.882783170811,607.118444671221,0.2875782632053084,5,Master,Rent,Business,0
41.30875603596156,10868.830925221571,4.012626984711023,4936.877823552295,789.3135224476298,0.3029545053997259,5,High School,Mortgage,Personal,0
52.64913805550771,23444.282591983763,3.41979865773277,7913.212219891826,552.3168458332517,0.17432230129572565,2,PhD,Own,Debt Consolidation,0
62.922088679099616,12072.126576849707,0.6720029680000998,3712.4544951449743,613.8568730467134,0.42220437159486635,1,PhD,Mortgage,Business,0
35.91168146666439,20860.745967530816,0.2945738535086445,10667.742442858827,768.7152317431495,0.17596694643415423,3,Bachelor,Rent,Business,0
42.88204140797187,10000.0,0.3394026927291672,3238.1489623837365,684.229087298514,0.35968445917789854,5,Bachelor,Own,Personal,0
18.0,29995.730460785904,6.945211245356778,14696.665002937276,528.0542102854841,0.4821426823890591,2,PhD,Own,Debt Consolidation,0
50.02734326305588,40585.76337201522,2.236971818693547,4500.924872138955,672.3352224252793,0.25461618798999924,4,Bachelor,Mortgage,Debt Consolidation,0
42.762285047241065,18179.1059520693,0.0870069809617907,17304.36828075769,634.7249917645338,0.2150172925065505,3,High School,Mortgage,Debt Consolidation,0
30.16066555048767,20587.409867633414,0.2941696654201879,37265.953207282946,655.2414882820831,0.2797202744215955,3,High School,Own,Business,0
47.37180800289009,20298.380522572774,1.3302862215132976,8110.22499163838,744.6557749407955,0.36894000218261075,3,High School,Rent,Medical,0
32.455239233546585,24111.768929692444,0.46595550866107965,23139.400611571145,674.0585261826479,0.13174320698710346,1,Master,Mortgage,Debt Consolidation,0
30.419748169854437,21610.081189265115,3.2558045182549433,14781.906220976129,640.7217545160518,0.18766974110491422,2,High School,Mortgage,Debt Consolidation,0
39.753349254274916,32339.94641538903,1.7029597342573402,2575.4366428759304,635.809014906309,0.44925971120429375,0,High School,Mortgage,Home Improvement,0
24.366455001696814,40803.35415625989,1.8967613395921719,8855.041368866794,757.6804121561936,0.7525588993030119,4,PhD,Rent,Home Improvement,0
45.21624764399948,14661.26687390909,1.242864746524395,12099.978618914098,577.9654167296203,0.15209534918238365,3,High School,Rent,Debt Consolidation,0
24.440101880731568,18870.134265249973,0.5915972465637376,13071.273677652793,433.2092577518224,0.13737974072179274,3,PhD,Mortgage,Home Improvement,0
24.49945210176814,34572.35746214807,1.7802891484947752,9344.707731194647,627.470501081161,0.3940655211071397,1,Bachelor,Rent,Medical,0
25.903102115916656,10820.150654076333,2.5244050859699287,9248.800228451513,687.8263940112656,0.4459456708389186,2,Bachelor,Own,Debt Consolidation,0
42.59500037516122,10000.0,0.9270829564014839,8136.129760176963,608.3638114481611,0.2653003873704251,5,Bachelor,Rent,Personal,0
28.83224638480292,24665.430723264042,1.40616729071455,9014.060083417053,597.4652798029642,0.5366463848937808,5,PhD,Mortgage,Debt Consolidation,0
21.520042156328312,28230.92269252075,3.661216454621377,3044.3930203177024,613.5752332191425,0.38076112229861947,1,High School,Mortgage,Personal,0
28.94320000064202,15349.680002006166,0.32193852481628255,6707.833994307849,647.5444329074925,0.3528183312478816,3,Bachelor,Mortgage,Business,0
34.67957629319513,16492.72202093589,1.5759024217651083,2534.1534516995084,520.1706603123349,0.31319783968532505,3,Bachelor,Mortgage,Business,0
23.190275163356144,15061.6015320517,0.8566876686958834,5441.977875341616,716.1383087773892,0.39054932047978413,3,Master,Rent,Debt Consolidation,0
23.483188909656565,14278.88826579838,2.426664658141502,5051.070899622993,383.7664363217992,0.29227371501695204,7,Bachelor,Own,Debt Consolidation,0
56.11296334099585,31155.557222251555,0.03797881215170303,4799.512460765928,704.0007019488231,0.09076450794247173,2,Bachelor,Rent,Business,0
26.39434596186113,12206.828124591688,2.2201957917175212,3492.571187087461,681.3299989900754,0.17607651016470727,3,PhD,Rent,Medical,0
31.769576312269933,19288.002882057885,0.21717082904258053,10050.943795093492,699.7025829101871,0.3685877000848875,2,Master,Own,Business,0
31.327629992007143,14007.272195122316,0.13392077603522531,6282.628704693505,457.1573260212929,0.3231701624835723,4,High School,Mortgage,Medical,0
30.78643192229558,10639.784533177673,2.5792306079197456,5788.676701011347,679.2829751584786,0.17199117862894386,2,Bachelor,Mortgage,Debt Consolidation,0
41.21346739969103,34033.10775736094,2.0452042484109705,2627.9012542256078,595.7499097837635,0.2555997521661976,5,Master,Rent,Business,1
44.481429504720495,16985.025618809843,4.506369865870526,6385.027313656708,810.2190377795731,0.267975041670209,5,High School,Mortgage,Home Improvement,0
31.94045568468408,24202.713651322945,1.466501182482861,20260.455087866878,686.1720777300083,0.18158608531799775,3,Master,Rent,Home Improvement,0
22.635217134076512,10362.637414458333,1.5101491096704347,20509.53231214847,532.3271317076486,0.3245185742854792,1,Master,Own,Debt Consolidation,0
47.744402278489034,15199.689410741646,2.4552870881855564,10925.011403640743,480.9493399938346,0.24299566286507043,3,Master,Rent,Business,0
34.04658908803317,32146.020419737702,0.7813428810901298,6398.870823184977,588.5228885855234,0.2878779787473366,2,High School,Mortgage,Home Improvement,0
52.30321814857169,80308.8999805949,0.0752219262703087,12672.458102669427,731.1561324690169,0.16608315447313493,5,Bachelor,Mortgage,Personal,0
18.0,10000.0,0.522848559652571,4751.0319661265075,765.2455658704845,0.27592759364361946,3,PhD,Own,Home Improvement,0
36.954032212833205,19919.334109766616,0.5436526487285113,6377.925682212151,668.1397736891097,0.19574309302408402,3,Master,Rent,Business,0
54.18606333876208,27068.887891509155,0.8179189634875775,4473.749032963669,658.0031088837898,0.10318944817533297,4,Master,Mortgage,Debt Consolidation,0
31.467358645618418,16186.77651485962,5.745710532121753,16759.04081401998,616.7954363722707,0.26945444178768724,5,Bachelor,Rent,Personal,1
32.74506576665364,33683.41954032381,3.2678997689791776,15123.494924040175,647.8644711896134,0.37456647194008263,5,Master,Rent,Debt Consolidation,0
37.95511691590339,14280.263165350016,5.4963775210971075,7881.347673330358,771.5723919283266,0.23762616598823855,2,Master,Own,Medical,0
29.412041811150427,23787.697877234914,13.156313385150808,32370.46938498184,615.3377578346534,0.33938636584628457,2,Bachelor,Rent,Home Improvement,0
31.87928067947267,16965.956353038488,1.1375416496850503,11271.262959720463,715.880092512234,0.2069043762462383,2,Bachelor,Rent,Debt Consolidation,0
31.62184905808597,40526.66945663529,0.5151421636547747,10774.979765615262,597.1581640962086,0.12079707567371663,3,Bachelor,Own,Business,0
28.725792655736267,15706.308854417824,1.6419800190256901,9890.165882556586,751.3274334527696,0.3258218002648741,3,High School,Mortgage,Debt Consolidation,0
47.288565502005596,18472.955965927376,4.259523906490042,2951.8003337474397,707.8722971243778,0.5443162011024827,2,High School,Mortgage,Debt Consolidation,0
39.61078032296435,35342.60722956882,1.2537148662339896,3962.2849082164516,747.2119455616264,0.33932336445781036,5,High School,Mortgage,Debt Consolidation,0
37.50628232103302,13173.739173888118,1.4080090276228217,7756.524483792706,838.2118896723646,0.28121256712267084,1,Master,Rent,Debt Consolidation,0
43.085710068901165,22796.79029236215,0.2887550994767294,7807.914806518137,391.80138602496487,0.42648608668381116,3,Bachelor,Rent,Business,0
32.35644166796533,10000.0,1.0910256319795684,12988.377007441279,725.3770495259798,0.46572056755535585,3,Bachelor,Rent,Home Improvement,0
27.257961816470996,12785.068821331082,0.9787637524231738,4749.080563704164,696.9126953303527,0.6499327887994678,2,High School,Rent,Medical,0
28.973756953854426,26663.893823038867,0.8667679853543258,8574.5119983837,694.7497822831127,0.4401301569466123,2,High School,Mortgage,Personal,0
35.01783041104609,13422.01093240732,4.366028112182457,8697.997492586177,674.0590804914006,0.2554913677711295,3,Bachelor,Rent,Personal,0
24.407882916270978,16776.150338904143,0.12226504712959524,8978.212297007456,673.9882242803785,0.08899022049866906,3,Bachelor,Mortgage,Home Improvement,0
29.997389834133244,28184.943644382573,7.161642330051877,8210.192208170312,683.6366513025793,0.5443134372373686,3,High School,Own,Debt Consolidation,0
29.838833581285655,16488.310090361585,0.016562036913166444,2635.7630066711595,740.5994842915936,0.3508942184430723,3,High School,Rent,Business,0
56.24556229829014,33237.067950436925,5.822562186973216,1327.4634623366571,732.6295886233617,0.2972547915833185,1,Master,Own,Medical,0
18.0,24534.397555845328,1.588356398896575,3814.5923800079136,647.5041414654097,0.5426585980723865,0,Bachelor,Rent,Business,0
33.203802785943665,27387.488279755504,2.4243140369908773,5298.089600156759,631.2523511842246,0.4903420754549786,2,Master,Mortgage,Medical,0
52.25693792814771,40965.38821867918,0.4143751790914693,3156.561258638309,652.0153545580704,0.5506103084707279,7,Master,Own,Business,0
36.21844464132454,25846.010395829227,2.123856150674305,7750.099065419899,608.7124006979996,0.4204888237684173,3,Bachelor,Own,Debt Consolidation,0
42.53417473421093,47544.60705461413,4.273423955116685,19381.718880395096,828.0234650554455,0.3022290963723011,4,Master,Mortgage,Medical,0
35.99826315099768,34739.44769827572,0.30043716759736105,14484.386169687783,522.9236166801296,0.09337159777192126,4,PhD,Own,Personal,0
28.326666187835198,16954.249427631865,0.2718264247232902,11767.14536885044,724.9789878393728,0.1357763988391637,4,High School,Rent,Debt Consolidation,0
18.0,42048.29163191016,0.7247477588472858,17823.063341381898,724.3840389041488,0.42115454315914097,2,Master,Rent,Debt Consolidation,0
37.05455687036303,25132.899664512974,0.3528202693999606,3867.2601531651153,596.9608408891971,0.2297278701743132,3,PhD,Own,Home Improvement,0
27.24393395397609,18081.78117969443,0.23451950339666783,5622.675989420748,679.6050715412521,0.15339870514386852,8,Bachelor,Mortgage,Debt Consolidation,0
26.996645938346962,25316.02434806065,2.2683900391698244,13251.651835132727,776.2959462330393,0.11781143169538555,2,Master,Mortgage,Medical,0
30.010127440208883,38413.46822831978,0.4811558357866659,5543.470306044595,616.9974267271972,0.4541150075451937,0,Bachelor,Rent,Home Improvement,0
52.44861406623494,27653.9138626958,2.1993150659031926,5791.454846785046,781.1934849363757,0.40546835643487816,4,Master,Mortgage,Debt Consolidation,0
59.04837542253973,54786.35339446917,3.9599777565983314,35951.831137530564,761.823525457482,0.29395077366908917,1,High School,Mortgage,Home Improvement,0
37.17207937528401,37921.1877708527,2.1112480828757207,8746.016882575712,579.0139896923408,0.25571573588659763,0,High School,Rent,Personal,0
30.352327760882723,28611.957868082984,0.25422878261121634,33219.78662840278,539.1939173549839,0.09827851309084096,2,Master,Mortgage,Home Improvement,0
23.227735825487898,13186.725499914075,1.7046496276322813,1884.3960805498734,666.5432217868213,0.10529974395964409,1,Master,Rent,Home Improvement,0
39.68540161546069,20133.366507862225,1.0005254964649064,4891.757653927415,525.9701693512329,0.347879067622119,3,Master,Own,Business,0
52.82905600065144,22830.030371946872,0.8412720232045375,11237.967329489027,359.52982261634213,0.3341079019059334,2,High School,Other,Home Improvement,0
32.526596129748434,31204.44247275762,0.7670104089013563,8734.064018471636,601.0587708088424,0.4972321447428101,2,Bachelor,Rent,Business,0
18.0,30292.835779998688,5.3023633334364595,1564.8777570970167,850.0,0.4196600720118661,1,Bachelor,Rent,Debt Consolidation,0
41.700496718155236,23975.079246077123,2.7135290345387895,6743.515500527881,605.2843615841307,0.3502452745477528,6,Bachelor,Mortgage,Business,0
44.853997114500494,23392.59872915563,0.28739155557386925,58595.55253014947,687.9503166894569,0.3268201804913673,3,Master,Other,Debt Consolidation,0
19.141543596141524,31578.39450503516,1.2925481044409537,9872.715462785216,719.9989895620301,0.46799441242814416,6,Bachelor,Mortgage,Personal,0
36.76484183662953,14338.54847873801,0.7661055289186952,13141.741269963542,645.8824140219587,0.04542924317047074,1,Bachelor,Mortgage,Home Improvement,0
39.512260161360985,51418.73656467766,7.627825548490789,4840.8493297062105,616.6376860445852,0.2829818348459758,2,High School,Other,Debt Consolidation,0
34.26892697991062,10000.0,7.6360612919691215,9844.097519144938,772.8716569531499,0.29627995681878533,1,PhD,Mortgage,Debt Consolidation,0
27.092290809146462,45601.903638343276,0.7699562369445079,8023.559588929058,653.9916311201956,0.3632673241771034,2,Bachelor,Own,Debt Consolidation,0
45.15937223563556,21534.406466952878,0.8680783196408711,19831.989522283184,640.8614099492817,0.320953710314021,3,Master,Mortgage,Personal,0
30.966202540313173,36362.37652524437,1.8296546420474038,19333.61770098401,729.7492686883506,0.035585166472182704,4,PhD,Own,Business,1
20.148138373000677,26421.152969386203,1.3051893797227663,11226.282004641049,547.0437488093863,0.1516522628452858,4,Bachelor,Own,Home Improvement,0
18.0,26186.96915309238,0.4793104235781028,8576.426830980921,523.6887667861533,0.019469185310979263,5,Bachelor,Mortgage,Debt Consolidation,0
47.6084951999931,29060.2702850909,2.1600453051945565,2114.7967155529245,487.5094496826043,0.08356911272876008,1,Bachelor,Other,Debt Consolidation,0
41.166639764711185,33008.72318788034,0.8133175721423485,2056.6539608090397,706.8012460072077,0.11855614132579392,4,Master,Own,Home Improvement,0
35.87973547129169,18687.022663310687,2.1209949408835,8651.852429675613,633.6337387129589,0.1491938788519053,5,PhD,Rent,Debt Consolidation,0
30.597253631491967,36952.90582111991,0.9679828796874264,16312.83155663295,732.6357836354475,0.23104906765694797,1,Master,Rent,Business,0
29.71001585796873,12807.2242881955,2.409345390760244,23515.071748743278,655.0910850783973,0.31720151665398644,4,Bachelor,Rent,Debt Consolidation,0
24.242633515583886,21967.837115115428,2.2040329781156496,3976.7055319224555,512.9042818427666,0.1054657731321131,3,High School,Rent,Home Improvement,0
30.685443554401154,33455.9511699238,1.4218597427618946,2422.630288756199,614.4386808140761,0.18926205568855448,1,Master,Rent,Home Improvement,0
18.0,36225.14571966861,2.4397978468304298,17092.026074750393,739.6795880351178,0.17095092563136205,1,Master,Mortgage,Debt Consolidation,0
27.639363465314858,27733.446651673934,1.2359520592811426,4222.769985313208,623.7829983022463,0.578153196248042,2,High School,Other,Business,0
31.89062483648906,18093.422999437233,0.24690935230340652,2294.672442805261,768.6814594152853,0.7500972045794134,2,Bachelor,Mortgage,Medical,0
41.09880047190419,34487.55761689385,0.4020456897435984,5459.199648686369,604.6430440435752,0.1473534119422374,3,Bachelor,Own,Medical,0
34.60073536626636,15761.363567358212,0.5647076102689784,5383.64442705586,721.9357823654642,0.14058680906217408,7,High School,Mortgage,Debt Consolidation,0
42.94923113875559,52875.98456947225,0.13063269401287625,23298.32762078678,471.7410085993223,0.3758177839092166,2,High School,Rent,Personal,0
48.491351051134295,21113.428762134496,2.4852971283591323,16195.798435445377,627.355364418323,0.2502876562151108,1,Master,Mortgage,Debt Consolidation,0
45.58170093824101,10200.450376914323,0.915803038045747,4492.166215749189,611.293139333083,0.1722357628152401,3,PhD,Rent,Debt Consolidation,0
39.70509847378557,12120.557610011934,0.1963798966397708,24794.161326324163,510.2129984450024,0.23778505973196967,3,Bachelor,Mortgage,Debt Consolidation,0
35.11862679180784,22512.406099558368,3.42913158503603,8955.47795755201,761.1920677126379,0.3167464948589723,6,PhD,Mortgage,Debt Consolidation,0
25.19211991586441,23621.501002124493,2.3018392538187173,18933.128706648193,585.993408275661,0.16056065566432284,1,Bachelor,Own,Debt Consolidation,0
42.39944051379317,58972.60791633964,1.2037785352296346,23429.303553505568,575.6721661895155,0.39485245496674454,2,Master,Rent,Debt Consolidation,0
51.797473822215295,13105.015928290337,0.568510129626405,6567.744042225476,780.1299424780931,0.2532301154008612,3,PhD,Mortgage,Business,0
38.42106039650418,22465.388156941495,0.32915006906243943,12798.146814407146,666.1449643695715,0.30015433968255173,1,High School,Rent,Home Improvement,0
54.17259148426123,12968.63846982437,1.2263598133277738,5852.318745545518,727.9801539221435,0.2742157171882627,3,High School,Own,Personal,0
19.744282919389164,17217.3448017145,4.3299246655648505,17053.006637412585,479.72943540005247,0.32818374579288,5,High School,Mortgage,Personal,0
23.458366152204587,51122.80789337632,0.4174838173824047,8709.939423871545,570.1458178749025,0.08762150436480844,3,High School,Rent,Debt Consolidation,0
43.55201507748262,12479.366612375816,1.681713698574224,17470.30349365039,850.0,0.41930349362504177,3,Bachelor,Own,Personal,0
37.64290210153251,29540.610183022007,6.523879579279084,27441.323990398687,735.4047335983479,0.12010014149748577,4,Bachelor,Rent,Personal,0
48.13782176571807,26807.947726865,2.027347277793708,12553.885088221336,542.666616339398,0.24559720189007797,5,Master,Mortgage,Home Improvement,0
34.845283592732606,21761.862427815726,1.1595110307433913,7519.328482423215,672.5030540695025,0.49800578275912843,4,Bachelor,Own,Debt Consolidation,0
26.320245774716682,28558.740393043052,2.5201903778631753,7620.046101499959,550.4349612480539,0.23215938526663524,7,High School,Rent,Home Improvement,0
32.86406757794958,12332.456539365692,3.4811206353568585,1000.0,789.3835455049405,0.3122283861580475,5,High School,Rent,Debt Consolidation,0
19.67316029076266,50420.91024853697,1.7857163519210024,4581.421243453346,423.02522945783306,0.3564385513278724,4,High School,Mortgage,Debt Consolidation,0
23.714093269029654,57665.98405595413,4.108832353196291,17086.753894635705,677.5297350593466,0.2244395197968425,3,High School,Mortgage,Home Improvement,0
44.724439979180104,22551.398232393676,1.4455300177150252,17604.414362210868,676.0281473090201,0.10490882319502981,3,Bachelor,Mortgage,Medical,0
43.7278741446961,73980.22193443908,3.5442549153983838,4502.309982613499,538.7370462501441,0.6976303152808173,5,High School,Own,Debt Consolidation,0
38.63004284806077,18042.51207546339,6.073910380436211,9243.350380359843,622.6848128339564,0.10458424517527262,2,Master,Own,Debt Consolidation,0
18.0,26908.99770747165,1.3912744243282718,6964.54015887365,687.5543372665568,0.19995824571273693,2,PhD,Mortgage,Home Improvement,0
31.415964244871116,45068.75681539544,1.8577477146888701,14068.336361088337,472.18743661974383,0.11023530196003872,6,Bachelor,Own,Home Improvement,0
22.75000111339949,17509.48074179685,1.8804883930212886,47424.384231798496,522.0443319988702,0.5345207445493287,3,PhD,Mortgage,Personal,1
46.765332537877654,11039.3944806566,3.0413424035398813,14282.279648475045,634.4893117372711,0.20876968944579666,4,Master,Own,Debt Consolidation,0
29.162778664373988,10000.0,3.462825143362469,4740.31105685037,566.6939629488013,0.20724431956387057,1,Bachelor,Mortgage,Debt Consolidation,0
24.142522892184505,61723.08456334522,0.05521380825388339,7610.3495099977135,603.6870135951497,0.24165895702430493,4,High School,Own,Business,0
35.297961651214244,16907.078758799442,2.643708420318922,24873.11057808858,647.9923801508259,0.3515170937109916,2,Bachelor,Mortgage,Personal,0
28.598455431653882,20073.01426869284,3.063243775932646,2625.5835642069414,558.9540369214938,0.15817680714020563,4,Master,Own,Home Improvement,0
49.83743910203707,12627.319510084144,2.410810589422669,4954.016137976585,647.3423360537116,0.6020836425143699,7,High School,Mortgage,Medical,0
27.65189102465809,35389.471501191016,2.501399811408953,14299.375523446124,679.799801324779,0.1145678985642604,4,PhD,Rent,Home Improvement,0
21.007717407753688,14901.543398896985,0.08456874985544774,22821.651751938472,727.8868185680036,0.2661419626513612,6,Master,Own,Business,0
18.0,17229.33074203227,1.1669312112960835,13189.473414370052,525.4172215192172,0.3127051862790476,4,Master,Mortgage,Home Improvement,0
34.69213497586585,25584.96644449852,3.4094723315582383,4987.270613332508,587.1596130769759,0.22435860767968918,1,Bachelor,Own,Debt Consolidation,0
29.380698861420736,12938.686246785759,5.436417488501748,12446.917004429228,708.854197368941,0.2272937310859164,8,High School,Rent,Debt Consolidation,0
20.71095393488273,20144.948985217907,0.5213479810583983,11287.308290935704,501.7910491229219,0.41796615331812564,4,High School,Mortgage,Medical,0
46.89226461255785,44404.88632596671,1.7311711875089713,10728.482649167167,660.6190038465314,0.47412520666490865,4,Bachelor,Own,Home Improvement,0
41.672451474292416,27285.950056723017,3.262653872901971,7497.621069160207,652.809784032143,0.051950319457788635,2,High School,Mortgage,Medical,0
34.717821210627704,23512.116105256573,2.791943212830849,8454.003934676533,391.31615056949624,0.43093763785220224,4,High School,Other,Debt Consolidation,1
48.643262441708664,24524.60932717914,1.9293350771205438,3920.60050682646,600.5654283586363,0.4723044594207433,3,Bachelor,Mortgage,Medical,0
41.62536033398613,18131.978966003342,0.03773615230481837,58933.4063800916,683.0781930609165,0.23664160706695014,3,Bachelor,Rent,Business,0
26.771440984815676,59759.06416995642,2.573881751998257,9187.503757878083,628.8148791897993,0.4055203224062984,2,Bachelor,Mortgage,Personal,0
24.60779836009234,14675.305096959592,2.967748257836971,12566.751367198485,602.5717145895169,0.1670890901142925,0,Bachelor,Rent,Debt Consolidation,0
43.17981544453861,24476.361180299835,2.566389245894015,6806.756677306623,665.6173033170131,0.13231587679924117,2,High School,Rent,Personal,0
38.96366956467351,23330.406369116903,2.9032378936315064,15934.60221401666,748.8895317663307,0.1496762380495073,4,Bachelor,Mortgage,Debt Consolidation,0
36.697477679706616,36474.95915442718,1.1274505650828799,2867.6657398284997,703.7589024495032,0.13956897870213195,2,Bachelor,Mortgage,Debt Consolidation,0
26.535021971310925,38238.0728378946,10.151034444507644,2005.2330583993783,574.4146785841824,0.0977977636403698,3,Bachelor,Own,Debt Consolidation,0
41.07947567005754,21676.642942898437,2.946206419400953,7907.941558278416,504.10101196979383,0.1813608297508651,1,Bachelor,Mortgage,Debt Consolidation,0
27.445011168660507,25471.953078388273,1.7287253030916074,41908.51134866634,701.946705847542,0.1305103791714445,3,High School,Own,Debt Consolidation,0
33.98013345406322,25958.83717741095,5.442005541658317,21304.13933155699,532.2261480412608,0.13981086405611085,3,High School,Rent,Personal,0
49.4694414638698,10000.0,4.776249785653359,4243.92087764621,597.1965750046824,0.2780794301480083,2,Master,Mortgage,Home Improvement,0
28.39165764189854,10000.0,3.3701240009908853,12244.962758018208,670.0944877731145,0.2904767064600281,2,Bachelor,Mortgage,Personal,0
19.27010742927139,16276.345795715057,1.6588271064530358,4871.7496262944505,764.652630478163,0.11819442300847882,3,High School,Own,Debt Consolidation,0
24.474528081298896,16633.94326789246,1.4977469688689347,11397.318073050741,778.581358407371,0.23894526904921287,3,Master,Rent,Debt Consolidation,0
44.942988266876235,12092.71868662662,0.7971019278978405,12130.947378576642,656.0685505679058,0.2234903905435545,3,High School,Mortgage,Debt Consolidation,0
37.547311373802096,32041.63038100501,0.577706793979735,17003.649844311356,599.0508187226396,0.09782228026686976,4,High School,Rent,Home Improvement,0
33.71122621311246,22049.80881925285,1.4363537194996168,2315.704042405222,529.9358309351029,0.30081392014281894,1,High School,Mortgage,Medical,0
29.909061946884307,19784.473181670375,1.7244658925640348,2944.015100013006,845.863011964104,0.20589186363780776,3,Bachelor,Mortgage,Personal,0
39.8535990755319,11753.688236028103,0.5608209665339569,7627.714618636787,621.0114093025275,0.3936289686917073,0,High School,Mortgage,Business,0
26.508951490097765,21541.30573335659,5.117569132779895,3547.723224358022,717.7828655246121,0.09397028471201395,1,High School,Rent,Debt Consolidation,0
38.05665568642596,10000.0,1.629608406150054,3334.981276236459,669.6780183444863,0.08510104308798722,1,High School,Mortgage,Business,0
27.687454311870432,20302.95751063336,1.4952292265328897,10071.711216272804,600.4397817617757,0.051796848031863726,1,Master,Mortgage,Debt Consolidation,0
26.02340614724946,22733.430614940688,1.144120155114382,3893.9196384461384,596.2043984542584,0.1078563348020982,1,High School,Own,Debt Consolidation,0
28.625125651749883,24858.561321238416,0.11965138548887655,49322.00021476129,511.68750022868124,0.4792093079007562,5,High School,Mortgage,Business,1
31.24592553516038,10076.377663495994,4.280955182059382,5289.437625198181,762.2425313425666,0.20673648863642968,2,High School,Rent,Personal,0
34.51170164066297,24646.948244690862,0.7625039324315731,6527.728675780783,637.946935569566,0.21293304663321266,2,Bachelor,Rent,Debt Consolidation,0
37.35455795111115,13085.818493702234,2.0570179409332257,10280.790494590323,792.9573361375338,0.15380072148506382,5,Bachelor,Mortgage,Debt Consolidation,0
18.0,14673.010779470098,1.8700989591517232,2425.1185652995673,605.1232499975692,0.15248285183419139,3,High School,Mortgage,Personal,0
26.92349442253235,31538.543907328756,1.7564819146603527,12170.90577075106,620.1979496340498,0.11101047864097513,2,Bachelor,Mortgage,Debt Consolidation,0
31.08430022643961,60298.15960965059,1.4918819455749943,10648.497909907928,536.6735970964312,0.144784319142039,5,High School,Rent,Medical,0
50.050620386083295,22599.41679511086,0.40041675308371955,6127.5825520472,618.8559450663514,0.06460350861286107,3,Bachelor,Own,Debt Consolidation,0
24.199973916178678,14639.114060336877,0.6586914561609195,10088.403209602517,525.9880982600345,0.2638562806992647,2,High School,Mortgage,Home Improvement,0
36.627966180999124,24205.501566228617,1.4854652210740986,11414.343100437662,690.2661455846196,0.1423329129232644,6,Master,Mortgage,Home Improvement,0
49.95030309735837,35225.11419902544,3.1150429146738428,25543.86807696364,660.7809211791231,0.8533287227618173,1,Master,Rent,Home Improvement,0
21.87031470052727,30046.4195446615,1.1312288851610577,59886.66716186832,797.4875962631614,0.18125751321000377,3,High School,Mortgage,Personal,0
38.93975225864402,86816.88733118206,0.45611760540488916,3466.1481386771943,504.22441849187544,0.3451231161046467,2,High School,Mortgage,Business,0
26.977281660654796,15403.210111109935,0.18410870610216795,2870.1571749548616,771.6001896726973,0.4197485881220262,3,Bachelor,Mortgage,Medical,0
29.953662577107654,24987.11922216178,2.175410000960841,8797.2960749998,552.1556146841169,0.0610302548456264,4,High School,Own,Debt Consolidation,0
26.968891660466856,47784.61366025834,1.101004779944688,1535.8898754342017,684.4231604737299,0.6174578307707667,6,Bachelor,Rent,Home Improvement,0
27.68142691584114,46308.44489159743,0.26791071953782364,13623.236574908155,535.45614527702,0.12260103385885279,3,Master,Own,Home Improvement,0
62.21912147906493,10000.0,2.2445821426355046,8870.30633211142,670.277364695437,0.18293414262902102,1,High School,Rent,Business,0
43.44455872071666,21989.518565692317,0.4653242461847786,10870.73156794083,398.9403744901017,0.24729009651263129,4,High School,Mortgage,Debt Consolidation,0
46.01737861786209,46270.52290130296,1.422687673315973,6355.923246980133,582.9418451339335,0.17375137621173445,1,Master,Mortgage,Personal,0
39.91993486836496,93463.05422411796,0.7311084252465848,9936.922189057004,660.6099088457806,0.32875271459358557,2,Bachelor,Rent,Debt Consolidation,0
18.93743211598042,31316.423202511112,5.367400106995007,11822.87699712703,825.5446618461821,0.42923139668074506,6,High School,Mortgage,Debt Consolidation,0
38.94957970323307,18325.85811381433,0.5182878828615406,9509.235131891362,437.19852870711475,0.13212363995563553,5,PhD,Rent,Home Improvement,0
45.72929614507346,13298.392254482897,1.0891734104162527,2762.582218206909,649.7722159131233,0.5705784577832778,1,Bachelor,Mortgage,Debt Consolidation,1
26.466005259608885,66794.20997622333,6.412590428708812,9298.465464980736,598.1255473168482,0.34489343256494787,5,Master,Mortgage,Medical,0
44.65326667161126,31709.474433317886,0.767579001100568,35709.489645303525,458.3947359863769,0.11241960786820591,3,Master,Rent,Business,0
42.04336209854079,14414.162894585304,2.0689842519973554,9825.277167615592,537.5171609024188,0.343309379645742,4,Bachelor,Rent,Personal,0
53.5204004481367,19898.941469952355,0.7617217121297476,9042.079772130837,602.8889373796137,0.06224272231308248,2,High School,Rent,Medical,0
30.82216987486381,25721.776800585165,0.2345850149838054,28226.883723002236,696.7076786943275,0.0588668977260487,5,PhD,Rent,Debt Consolidation,0
24.023890177242734,28908.857844364662,1.9752900967093578,4462.692461512361,658.7898361690873,0.5058223985101331,3,High School,Own,Home Improvement,0
31.383718906274545,14047.37284598744,4.954627941380308,16510.33969930775,518.7516052867122,0.22800153329944153,4,Bachelor,Mortgage,Home Improvement,0
49.355709931636234,16202.240124278916,1.205021875874048,5302.184145418387,466.5964854623696,0.23029864260599162,4,High School,Mortgage,Business,0
18.0,10000.0,1.9679432645957846,19327.16067936693,691.7648814233181,0.42622765540952523,1,Bachelor,Mortgage,Business,0
18.0,37044.72127267683,1.8775758801986469,15343.36671173067,630.4732649688252,0.4599705117890954,7,High School,Mortgage,Personal,0
35.89395278931613,18567.922361051755,1.0725935626663115,5826.530025924931,811.1424552423751,0.2880553290314801,1,PhD,Other,Home Improvement,0
30.57410707225844,27810.27469083932,1.9084870199704276,6550.070545873378,614.7443973839702,0.19654271283359998,2,High School,Own,Debt Consolidation,0
35.077278931756844,44852.25990496899,0.6003680191388129,17716.456513390607,764.3230896696307,0.39228231349650555,6,High School,Rent,Personal,0
44.45311771235865,24586.06434065504,0.9497522559523137,1836.541163334533,704.3838086921714,0.3951847721496568,4,Bachelor,Mortgage,Debt Consolidation,0
29.474306538811476,20816.781890146794,1.1679358142005416,5689.949842665458,732.1607085528585,0.22710682509113753,2,Bachelor,Own,Debt Consolidation,0
18.0,24269.13696738135,3.9903284900173737,13310.839561521767,693.241247520627,0.35638015646774773,1,Bachelor,Other,Personal,0
55.44481557199944,22733.543544020504,0.8564428446817222,6332.906565935133,695.4331920724392,0.13692756736562137,3,Bachelor,Rent,Medical,0
25.027717125612238,41072.024471856974,2.0164669403954036,9026.235796305513,420.81426547757724,0.3545434339763275,3,High School,Mortgage,Home Improvement,0
24.409628779879025,25730.161932099993,0.48008059496926037,1583.0034566277936,626.3087398555914,0.189727214681051,4,High School,Own,Personal,0
46.037200137225966,16777.59241371341,0.5822285221674264,4090.479680535119,583.6381720570023,0.33911221417337034,5,Master,Mortgage,Debt Consolidation,0
31.15510878958482,37194.81052243642,2.0906864848505,13954.567286594414,777.0653836542879,0.38819715882336453,3,Master,Mortgage,Personal,0
34.366101479651896,40751.26569469517,2.873575339513122,4443.484293010383,549.8325377821332,0.21772206543853068,2,Master,Rent,Debt Consolidation,0
39.82790124060318,11280.543275227836,1.2402290855539844,2858.4426608898584,621.9719584722967,0.2967413897368981,1,PhD,Mortgage,Debt Consolidation,0
45.83583103109996,47400.68420976009,0.8162363390639412,18944.83902333236,730.0865722636743,0.3577428702243516,1,Bachelor,Own,Debt Consolidation,1
31.66539306818228,26432.666366614067,4.821934915958689,12241.01213304345,680.0965392307362,0.07634875169429464,3,High School,Own,Business,0
50.19952005914299,25377.92485880822,0.29192019725506785,3391.9943042755185,666.7307489256608,0.23185818899540472,3,Master,Rent,Personal,0
18.0,36435.99052422033,2.551039567036949,9052.561864144389,760.9196721172586,0.4654730551994569,3,PhD,Other,Debt Consolidation,0
42.59787236953077,16589.27704534164,2.3434678777758213,3481.5809452490817,676.0083146974468,0.3359747309392374,2,Master,Rent,Debt Consolidation,0
26.604724419823427,35492.69774906374,2.343948283793647,7172.666451585385,595.5065713095923,0.3451377856939026,4,Bachelor,Other,Personal,0
48.72271316607991,18244.378152770776,5.479714790854761,9328.136591184773,520.3730643682476,0.19364852919804248,3,High School,Mortgage,Business,0
36.42044478830545,10535.698850883908,2.605306187008774,4243.751227855726,698.6701744542983,0.467781359447549,5,High School,Rent,Business,0
28.270946679905983,13374.722988994748,0.7178268647127256,14674.496687299488,572.9895738242383,0.3907168278205878,1,PhD,Rent,Debt Consolidation,0
41.628410930216326,29246.37509053801,0.8720833590800472,16612.01257706094,625.8861285929477,0.13107884499407058,2,Bachelor,Own,Business,0
43.93188347207251,13729.002294185642,0.9922384997595938,10005.12179062629,757.8357191949884,0.1424164677532353,3,Bachelor,Mortgage,Debt Consolidation,0
41.418941228586384,49268.39412259041,0.06258647966046921,11284.503831809881,627.872636018472,0.6855590708188907,5,Bachelor,Other,Business,0
24.703037603669394,39920.359133688726,4.895460250860376,2534.462670619455,605.5766038435174,0.24282874445235364,3,Master,Own,Personal,0
30.159828763779153,42903.96749395635,0.15279602368172257,24094.762723255677,622.0385216592208,0.6621307804411223,5,Master,Own,Debt Consolidation,0
34.95927162878565,23444.45510502778,2.406574625974114,7532.18167235719,624.73745307562,0.34284954516366817,1,Bachelor,Rent,Debt Consolidation,0
34.58740347349939,25057.558778660947,2.6198596241685923,3834.5022266746764,550.8801355482574,0.19645393288939886,3,PhD,Own,Debt Consolidation,0
42.497454754383476,12126.447290870632,3.7121486788256375,9105.816370893072,817.7358131843346,0.09246491969343032,2,Master,Own,Debt Consolidation,0
18.0,36239.02134918144,1.6120148562700145,14711.370746305112,595.0681027869094,0.2634635492068608,2,Master,Own,Medical,0
38.343270545535034,26633.276988772846,2.583892370378889,12208.401651259133,728.4387459377226,0.22291501439489622,4,High School,Mortgage,Business,0
32.100186455633605,29250.52533431171,0.7211448426805497,3402.438665875279,548.154084577034,0.10775093623392153,2,Bachelor,Rent,Medical,0
26.61499383616048,51233.859239429345,2.7375691986111725,14855.27517236894,704.9526488680531,0.6607009782684331,4,Master,Own,Debt Consolidation,0
27.575132222304006,16269.028837105845,0.8414084840171748,7719.251902951947,666.9355704192262,0.24632314239225023,1,Bachelor,Mortgage,Debt Consolidation,0
32.85462335482036,20680.1426188498,4.662761028959612,12100.031633343166,652.5032072608356,0.1810523211776957,6,High School,Mortgage,Personal,0
18.0,25934.656985584457,0.3567749495444896,4267.394785514257,667.4936668874733,0.14126620084271477,2,High School,Mortgage,Home Improvement,0
27.9871042920845,13798.046418821117,0.7588852306663821,18708.42566167205,691.595937546438,0.2305237694866874,4,Bachelor,Own,Home Improvement,0
26.241851753537066,20054.334408807357,1.3813782144187157,9378.474739151769,627.3097662739633,0.2222419133369342,2,Bachelor,Rent,Personal,0
40.32783209322624,28183.018797106855,2.9908845879752093,20974.41522463115,632.2974277566069,0.07361003548968385,2,Master,Rent,Medical,1
26.944733174894793,18718.907051265665,2.7630045638130176,2373.4633888638373,707.7436484012806,0.20770543294958607,3,Master,Rent,Home Improvement,0
32.8488619982951,42382.66464329746,0.47326036268805743,2640.872685769481,535.8045646934149,0.26684220203704684,3,High School,Mortgage,Debt Consolidation,0
50.42276627661302,10347.887991635427,0.3115205745286257,6687.38184286644,520.3701030063359,0.2707481816687282,3,High School,Rent,Debt Consolidation,0
44.94351519815423,38614.59605497314,0.7247238952201458,26215.340036225603,667.894605435649,0.2649194684118216,5,Master,Rent,Personal,0
44.02271399943453,30656.277641533852,1.3223443534529038,38958.36217092965,449.02245482049693,0.14417978689882557,7,Bachelor,Mortgage,Home Improvement,0
30.001275695891483,16573.920856234923,1.5487363585365048,3980.8831105583904,481.71603953524664,0.20063272424082254,4,High School,Rent,Debt Consolidation,0
40.430322792896526,13874.330925758737,1.1212141265164839,8454.360521436307,830.5246662627299,0.6266361274402837,1,Master,Mortgage,Debt Consolidation,0
32.66102199546406,10000.0,2.1758795856816993,9173.934911319298,804.9395898085478,0.8245052941977458,5,Bachelor,Mortgage,Business,0
33.03906789323062,14800.44451048015,1.1156910142055134,14393.415016160056,592.9237540389815,0.19790475682886316,3,High School,Rent,Home Improvement,0
39.0968534374655,37182.30769389921,5.849765291527789,16448.18035125438,749.9179167813738,0.18763407955814265,2,Bachelor,Own,Medical,0
29.030064115790676,21417.361065609253,0.6048304092698005,3322.528756638595,753.3799894041749,0.18287470522175575,4,High School,Mortgage,Home Improvement,0
49.930031044432035,39398.792207962484,1.9743499997240952,8532.815771423971,697.1091175594618,0.14011058502502086,9,PhD,Mortgage,Debt Consolidation,0
33.39869860402063,16156.285769926766,1.8902959446351548,1624.8741749794835,642.1074689440671,0.17576208030966547,4,High School,Own,Home Improvement,0
41.18360566259665,31368.299129218627,0.6613871518474266,15500.584725666158,712.644817110255,0.2820102261003757,2,Master,Own,Debt Consolidation,0
49.55600479257298,15386.575677019446,1.0609944426415767,6180.1888320990865,729.7988368100363,0.11956631277235247,6,Master,Own,Debt Consolidation,0
45.31653774575175,13591.671533489654,0.9097528315304624,3089.2831001752124,714.2109207267706,0.2201931800969855,3,Bachelor,Mortgage,Business,0
20.910808973094753,20877.689743667634,0.3786900716093262,10572.773605237582,495.06656097006584,0.23375670327087272,5,High School,Mortgage,Personal,0
39.44895895009884,15796.074587837065,1.2974768687666878,6027.602441489541,850.0,0.6331666388481374,4,Master,Mortgage,Home Improvement,0
43.50719394460647,10184.16075819523,0.9776790418261331,22229.351286108165,850.0,0.1345337941629294,2,High School,Rent,Medical,0
43.918630221607486,20107.38922533852,0.3928020825637518,3967.669968017697,459.0805381701962,0.5391022131171627,3,High School,Own,Home Improvement,0
23.86705165885369,23230.415413055423,1.195237850590737,47971.58618078387,701.096677662008,0.38311097924639603,1,High School,Own,Debt Consolidation,0
28.42964762982676,41530.330959006686,1.0958229912611128,16052.894169200825,850.0,0.5492184986194296,4,High School,Mortgage,Home Improvement,0
44.945582357416214,35185.97478457922,0.28166609021864003,22700.801938832057,750.2281802322576,0.5208410673345556,2,Bachelor,Own,Home Improvement,0
27.382396293173542,40537.04796889192,0.281255980984607,3557.9187736923427,751.2932794138331,0.47391243667837557,4,PhD,Own,Debt Consolidation,0
32.00303943335686,31576.825150205445,2.085451185362888,33886.348112291846,506.148184745531,0.27809582868983873,1,Bachelor,Own,Home Improvement,1
50.758758095019694,26011.821310814146,2.452305983635733,3071.625083454548,729.1094751967693,0.36224817719030766,3,High School,Own,Business,0
34.5220074961521,11914.692087388561,5.666560969522968,6851.005048053247,673.9196697999952,0.16913565985177872,2,High School,Rent,Business,0
27.732258621661572,23740.461291768053,0.18204907163336956,23010.94616524937,727.9851745046262,0.06941744394496283,4,High School,Rent,Debt Consolidation,0
26.22382643137095,29684.99234010231,0.2508123943692931,12154.019997093268,546.4473248744443,0.09582778690576288,2,Bachelor,Mortgage,Home Improvement,0
38.32719329585188,45648.17808378285,0.10641789503965075,3006.9166566613408,542.8509201557101,0.05113801871778874,3,Bachelor,Own,Debt Consolidation,0
21.66851991522791,31043.485881216624,1.5195504042639933,20097.044621373305,635.7441312562528,0.5875366858638017,5,Master,Own,Debt Consolidation,0
32.52664036103582,40953.46566412435,1.9496764133531514,10635.615088328834,612.0813395063615,0.40869975171269546,3,Bachelor,Own,Home Improvement,0
38.33230534990022,13147.686023372404,1.033430708226762,5808.280269777561,634.2562791049874,0.1303596456304673,2,Bachelor,Rent,Home Improvement,0
47.991498205476674,18709.584037501674,3.198007288099466,2359.942645948864,602.046860396044,0.14515426796600267,5,Bachelor,Rent,Personal,0
41.675480803699955,27300.91117065744,2.321184561692462,11473.55870394843,629.8983009988851,0.45236982937870246,0,Master,Mortgage,Debt Consolidation,0
27.859348820178212,39358.85834846972,8.514727838088074,7110.001669638464,583.3902086033526,0.7673712856700607,3,Master,Mortgage,Business,0
46.7841931756372,20483.719463260117,0.29675637324061216,9182.43297996824,645.1724188571869,0.06637439548807157,3,Master,Own,Debt Consolidation,0
32.00484962452522,21136.929870521904,0.12017032143130238,2279.790682615162,507.6436738963771,0.24666298482240245,2,Bachelor,Own,Debt Consolidation,0
22.64296977950591,31056.70956294467,0.6426258196702155,5796.875551196016,701.4105300828694,0.4435101876438566,1,PhD,Other,Business,0
33.27958640734528,12544.838517118984,0.038467976450412916,11899.40523065367,676.0543566457885,0.11184844086725751,1,Bachelor,Rent,Debt Consolidation,0
49.38169201145702,49202.6259936979,5.394559656710428,36358.07808855201,523.8171594256972,0.35648853608119596,3,Bachelor,Other,Medical,0
36.65240050064925,14191.975148365093,0.7246723303037467,6875.878538023216,782.6358729083182,0.2883282886105044,4,Master,Mortgage,Business,0
35.12521864329786,10000.0,1.607845403963125,25710.101477430457,567.3150269159879,0.30070838945641964,2,Bachelor,Mortgage,Medical,0
51.37211644702853,22137.615606094674,0.7656554546931182,15212.591265904315,768.8951175084619,0.42760616709977983,2,Bachelor,Mortgage,Business,0
20.68645152945573,51494.45192246939,0.5642182523786272,9769.57235658583,682.9424393836001,0.1151075127664087,1,High School,Own,Medical,0
22.14400885947228,29531.907416963313,0.3306096694726616,3605.1785360905665,750.0562878323215,0.22491738615609008,1,High School,Other,Debt Consolidation,0
18.841535290331677,32065.79842583838,0.7724014875611801,3727.9626805572334,667.6189318642205,0.41192039908343925,2,Master,Mortgage,Medical,1
38.72648186480055,22487.00534553662,1.9112013361368547,13280.24267476012,706.6837828787692,0.5115245599605215,6,High School,Mortgage,Business,0
36.66493127115125,20410.632629194515,7.12422576086308,5317.739259070873,748.9603987493464,0.472021751836197,1,Bachelor,Mortgage,Debt Consolidation,0
50.42736367279776,10173.538007325798,1.6333073094267272,4952.807294400547,840.7189761515654,0.5523707340958214,2,PhD,Mortgage,Debt Consolidation,0
37.4347507713677,10000.0,1.5216064609780147,7012.936043384286,757.4625341681848,0.6263985723598146,5,Bachelor,Own,Personal,0
30.958428405206973,24297.6804300855,0.07179954483128843,7107.709618927368,694.8228713977511,0.4813605304803756,1,High School,Rent,Business,0
35.01794872878107,42458.16839632648,3.666401006473606,16657.4756220707,515.1487230256434,0.2794743597506474,2,Bachelor,Own,Home Improvement,0
36.17707418460958,26162.09410922248,0.09175570563083409,5407.822748506963,408.416569430621,0.45672885316513295,6,Master,Rent,Business,0
18.28238726671833,30085.534791848924,4.733869111549438,15382.596144075904,636.9589417594669,0.2634997925018084,1,Bachelor,Own,Debt Consolidation,0
62.10331644334893,48623.331797206585,1.5472907938027203,11519.126506004384,578.5518495057307,0.6372014456893876,4,High School,Rent,Home Improvement,0
40.198710181019116,25961.849843173408,0.36896763815981043,2123.462330202285,582.2276126588137,0.10707815047845493,5,Bachelor,Rent,Personal,0
37.10008308022589,20716.224196029856,1.2018923566908215,10255.876428520298,641.7568103867417,0.8461183804324175,5,High School,Own,Personal,0
41.151639842785805,14628.655611015969,10.590436620454446,1000.0,716.2793912340326,0.042475763921536853,3,Bachelor,Mortgage,Home Improvement,0
42.09410980586605,60542.82721804508,0.7279253041956879,3959.2955249320357,587.9104203299631,0.4858237513702594,3,Master,Rent,Debt Consolidation,0
33.594465144975686,28660.46395741477,0.6279419509048426,11736.529979529223,739.5192167546512,0.20048550218556124,2,PhD,Mortgage,Debt Consolidation,0
28.687588637592995,13741.82171862293,0.2511398134386879,8034.383270093721,653.3493387140325,0.48561292255897276,3,Bachelor,Own,Personal,0
40.99450686321704,12263.911031720098,1.8183440044787502,1969.7980725421185,653.7612354567568,0.07377334650187135,3,PhD,Mortgage,Debt Consolidation,0
38.85710840531453,41213.94147708971,0.18692317683617926,3309.8911625350775,837.4996445935751,0.3488085778545569,2,Master,Mortgage,Business,0
26.90109900910592,13111.947963455168,2.9049372498388073,1005.127330415078,667.8109624704111,0.31076745145068163,6,Bachelor,Mortgage,Personal,0
49.190356113672635,55654.43670878828,5.032138749503734,2768.191213475782,644.5857832872888,0.7230680759240481,2,Master,Rent,Home Improvement,0
37.93352036322983,10000.0,5.372707889105334,12877.677685165288,702.3902006545402,0.13435171750131222,3,Bachelor,Own,Debt Consolidation,0
42.29819362267631,44859.81117661801,0.2283905278010512,5187.741144472028,829.7144801838192,0.36485255495301566,2,Bachelor,Mortgage,Business,0
48.91920887679919,28097.823746558188,1.6340793702340055,9283.152093744477,645.3256265836136,0.14913528308686608,3,High School,Mortgage,Home Improvement,0
35.21888821164835,23372.074974086485,0.2043087768998144,8192.017677964386,693.9758029517952,0.21625292332181667,1,Bachelor,Mortgage,Personal,0
38.169520069841155,20176.438313721672,1.6973395957197592,8317.07954858459,639.1713761670744,0.21259736999227952,5,Bachelor,Mortgage,Personal,0
43.10027238506116,56690.66990847872,3.374589029194117,18370.583445632074,639.6959418309444,0.3740209834916978,6,Bachelor,Mortgage,Home Improvement,0
27.751389161999477,31367.557250970192,1.543472593733209,6888.9329749715835,600.9907531172528,0.25136160431305293,1,Master,Mortgage,Business,0
35.54051662846001,14022.21582527529,4.112291239925614,16789.931973376533,593.991611177831,0.26440153330612404,2,High School,Rent,Debt Consolidation,0
36.255485866511485,10000.0,3.2356898536048004,1116.6911772095414,819.6057753578702,0.07432238900934296,3,Bachelor,Own,Home Improvement,0
25.439414483166054,24068.244778422486,0.6474431259609656,19715.112753631038,594.6166976701494,0.18098123672392352,0,Bachelor,Rent,Debt Consolidation,0
58.17636788673879,22014.67231007609,1.9890575035666476,2886.8970706112636,495.93590308894557,0.2653234550072879,0,Bachelor,Rent,Debt Consolidation,1
20.927065565075974,10301.71825637823,0.014879465568949063,3434.5741443858683,662.5406782941272,0.17329433129245894,2,High School,Other,Debt Consolidation,0
22.01896096312842,21424.774905694274,1.0085009613640354,4611.488682153413,751.7817286474412,0.07471785396082095,2,PhD,Own,Debt Consolidation,1
48.14226575703579,16531.66122693779,0.5435129028254659,19285.02518666654,774.2516123807333,0.4146595832607375,0,Master,Mortgage,Business,0
42.13266250796542,22129.01747433729,5.532938041927637,3978.1020818432457,530.5534750656085,0.4621187134372732,3,High School,Mortgage,Debt Consolidation,0
24.74035182519222,31664.827643873836,1.0396957769462394,4794.808152499754,761.2756301077419,0.1192933256348341,4,Bachelor,Mortgage,Debt Consolidation,0
41.07289015101693,46458.04720679869,2.1230054611540945,3754.272581952947,850.0,0.2071615973606443,2,Bachelor,Mortgage,Medical,0
49.6785044499731,34698.24950721895,2.633399357424528,9939.935798114435,581.5845563702641,0.11250674598055173,2,Bachelor,Rent,Personal,0
34.69736942403014,15356.277469521187,2.9674839876973094,14689.477026832401,632.5934339353261,0.11661991048344544,2,Bachelor,Mortgage,Medical,0
60.98822900074582,26488.27773310293,2.661909985613502,31680.594534005624,526.8444534672732,0.3434137273552043,1,High School,Mortgage,Debt Consolidation,0
18.0,22732.560540045786,0.6826300588371906,55262.729986144004,835.3699543430686,0.21266174515325104,3,High School,Rent,Medical,0
41.93823453859102,11315.57667933536,2.3171558219936172,13631.58223305838,500.76135431830767,0.1513356152128173,4,High School,Mortgage,Debt Consolidation,1
46.66528336221003,26879.42471257553,1.5926179293445797,10856.544420130125,610.021177914916,0.23357180622339452,2,High School,Rent,Debt Consolidation,0
43.913439016052465,55733.4714403828,1.8194877428070475,3059.8715419594273,728.4688592032251,0.34426005548228605,1,Master,Rent,Business,0
32.95644273354352,22386.498309943152,0.0016298985794772308,37325.8920997119,581.5987009438867,0.3158297529713231,4,High School,Own,Home Improvement,0
32.09558517988851,10000.0,0.5975065343761738,9626.957233968815,551.0883908238442,0.2830175005008486,2,High School,Mortgage,Home Improvement,0
39.44145171087257,22362.357053483025,5.3381502876528675,6430.11772950528,644.775914085969,0.2511727642488397,1,PhD,Rent,Home Improvement,0
43.157544866520695,12005.785054923359,0.6851949485486075,11048.228918629842,850.0,0.44365718464073683,4,Master,Own,Debt Consolidation,0
41.02473436282364,33921.44717805601,1.152562098262323,4870.341895777074,624.399941270249,0.3060886903896527,4,Bachelor,Rent,Debt Consolidation,0
45.40057890793389,28636.359365340933,0.4132464878128206,1248.7055685224077,629.2927968981013,0.27650153963621255,3,High School,Own,Debt Consolidation,0
24.811300429332647,20222.3755990555,0.29839853774740155,12803.096526030762,538.4440628144216,0.25384969904917376,2,Bachelor,Rent,Debt Consolidation,0
32.72229020876365,18665.2328608299,0.4680778029277031,23717.752125008123,688.509549724866,0.25948172014029713,4,Master,Rent,Debt Consolidation,0
25.599840678762458,19808.82549000667,1.613291793966878,12651.58911696999,738.372340282154,0.2171948398132477,5,Bachelor,Rent,Home Improvement,0
31.138872239138585,22117.78349980964,5.027319815498425,8057.323400140775,589.3695886744166,0.26001159629571347,4,High School,Mortgage,Personal,0
45.15220891814305,14971.182855105053,0.7896414617560548,8189.575974267362,703.5731609326764,0.1203000566943123,6,PhD,Rent,Business,0
36.07983920725229,11005.203215129832,0.7813735517880644,9300.503320614129,590.1471958456403,0.37754807120291245,2,Bachelor,Own,Business,0
61.068591631497696,38923.344813603806,1.6608710692370816,9075.405822544351,460.6278571667689,0.24893747123868262,2,Master,Other,Home Improvement,0
36.93406367189717,18165.864076853475,0.8824210135398499,7718.99108506731,695.7364632185082,0.266442812501353,1,High School,Mortgage,Home Improvement,0
35.596918805797365,23945.161373270555,4.825158164013944,8269.04499880418,850.0,0.2765405025093971,4,Master,Mortgage,Home Improvement,0
36.061829194402165,25403.46791017746,0.9491418232935275,28113.64128059956,530.4103642950873,0.015414186688049149,6,PhD,Mortgage,Debt Consolidation,0
28.62191307140064,25874.42323352918,1.348424182537879,11823.195147486163,667.9379835371784,0.23253499803856345,0,Bachelor,Mortgage,Personal,0
34.421633876224064,12247.670093702485,1.524519906914185,8814.184583114124,780.9755149602854,0.525379076791145,2,Master,Mortgage,Personal,0
46.27788027111646,10000.0,3.047142502793012,13730.59065361622,639.8014174598994,0.06907398557416322,3,Master,Mortgage,Personal,0
36.13970668127772,16410.123954549665,1.6597946472272986,13731.382552428548,507.3165905503495,0.20000521682332992,5,Master,Mortgage,Debt Consolidation,0
27.065402701165286,26845.56115634426,0.5466515057232353,17271.24692304085,654.4958196480146,0.14610935487917512,2,PhD,Rent,Debt Consolidation,0
25.749153795213648,15306.380801072854,0.2647491676891752,4422.546191041456,799.0359981528984,0.1474516053142274,4,High School,Mortgage,Debt Consolidation,0
30.497981083341564,18444.828704286567,5.553982291448611,5516.934689088697,599.3465507161638,0.8019805708279816,1,High School,Own,Home Improvement,0
35.7386343441088,63808.9477825662,3.234567165135501,4226.603678481519,673.2242855048127,0.27673234336331076,7,Master,Rent,Home Improvement,0
46.93586535476262,10000.0,0.046466037723763745,14963.637027546258,544.6472329786536,0.28389639240284464,1,PhD,Rent,Debt Consolidation,0
21.595113586335632,15100.497994761901,3.4466581362195474,14390.114827538266,640.0527026212116,0.1785315717841181,4,High School,Rent,Debt Consolidation,0
31.80173722111244,56857.42140527228,1.786114434327251,2926.041316588053,688.6691539443933,0.15163603695743225,3,Master,Mortgage,Debt Consolidation,0
36.44310019435079,21540.726196551026,1.463336294930858,11077.488337421551,662.5852803687121,0.1991819458445015,1,Bachelor,Rent,Business,0
18.0,15475.407302682679,0.0246091414324013,24289.20019928825,606.8502619753464,0.34790085317733926,6,High School,Own,Debt Consolidation,0
26.66401717033594,39512.978182444895,3.036125989292598,6712.547995911183,694.299270611619,0.24168768786650008,3,Master,Mortgage,Business,0
28.201114602638135,22643.207996565205,0.4414554790805887,10416.835966423758,716.9497557055001,0.12366544531358083,5,Bachelor,Rent,Home Improvement,0
27.040296261495016,18505.917087180635,2.6037682918637755,14536.071985118062,723.5598995316823,0.31034798705574695,0,Bachelor,Mortgage,Debt Consolidation,0
36.918895450216475,24250.30475537825,0.0319909918791502,2817.353951818197,620.7071364920981,0.5233872942337701,3,High School,Other,Debt Consolidation,0
33.39440390498203,15850.329937084529,3.182740732632194,9150.744555939784,587.8990946611124,0.5782890488400902,1,Master,Own,Debt Consolidation,0
29.447138973989638,13243.3983372745,0.046618050505675704,22419.647003623646,846.3119011648452,0.08979045211669005,3,High School,Mortgage,Debt Consolidation,0
39.279626265526346,20810.262557159127,0.5380946434481431,5041.36897692601,663.762416119919,0.5062674811669876,1,Bachelor,Own,Home Improvement,0
52.2307471764625,13286.470222936214,0.6247098180101491,15771.70694018684,624.2512687397802,0.3306897435989624,2,PhD,Mortgage,Debt Consolidation,0
51.39256516741752,22144.5491222242,0.34278373950817753,8281.085068480104,502.29179643495684,0.16910117041095787,8,PhD,Rent,Home Improvement,0
18.0,26296.81961683833,1.3119270670021437,4723.9296553254735,556.7519423080664,0.48253343081365224,3,Bachelor,Other,Business,0
40.77072183835139,33743.0661580898,0.6672787927363123,7501.011516885453,585.7681790130291,0.5227593560917375,3,High School,Own,Personal,0
33.21976709936162,38714.22926703571,10.007709387006507,5319.303542654774,693.9413517119281,0.5212438333833246,2,Master,Rent,Personal,0
36.55155342865356,17982.093733921603,1.7348525379081678,3981.240633201657,614.377274190779,0.33908625012444016,3,High School,Mortgage,Debt Consolidation,0
31.017169664574514,28274.264943961585,1.6716246615848191,6611.2246105832355,651.5197296348659,0.4737110270030525,3,Bachelor,Mortgage,Medical,0
36.17588629887202,28177.01132148721,0.4991537833326471,8559.020627448419,506.6750103772814,0.14440894126429457,4,Master,Mortgage,Medical,0
36.51407396072019,25949.545082684697,1.050827830373376,7095.077366903998,790.4428839115885,0.35415490635370245,5,Master,Own,Home Improvement,0
29.21048242651077,17331.31560169024,0.26472813553531027,6553.150039581995,576.2509998385838,0.3114175830170002,5,Bachelor,Mortgage,Home Improvement,0
26.036324521748192,13173.54714583326,2.875421660926424,9708.884822838842,673.512253120708,0.09378570464003916,5,Bachelor,Mortgage,Debt Consolidation,1
30.51304317380516,28310.865348783074,0.804418566585701,12395.946214829644,596.9439962364329,0.10577340252636308,1,High School,Other,Debt Consolidation,0
37.34259264456765,10000.0,2.7883775474612174,3244.523618965504,618.1867886746586,0.37721625508411305,4,Bachelor,Other,Debt Consolidation,0
40.98996341684264,19265.674800337794,0.929462306191541,6621.540359016321,570.5954318389901,0.24084412069518943,2,Bachelor,Rent,Home Improvement,0
43.53348977340147,10000.0,8.976061846546195,1670.9828613252114,679.6303247557732,0.4474457408412196,3,PhD,Mortgage,Personal,0
30.058099769330873,11291.42411080065,0.37536368841037987,7117.08359302487,551.965778384761,0.2575209008232502,6,PhD,Rent,Home Improvement,0
37.838445673027366,14206.189526614722,0.0030501123811742877,9140.069212081236,681.4254714022968,0.21418098566953922,4,Master,Rent,Home Improvement,0
44.62502591953299,38114.958812658515,1.806875085196497,12782.393685554405,638.1174504860953,0.20145830110848686,2,High School,Mortgage,Medical,0
46.65594895144128,31071.74027368908,6.113224859766298,9166.252802939165,713.0019819529306,0.1946784586979712,4,PhD,Own,Debt Consolidation,0
34.41167145868478,16697.806760589876,2.08288072763942,12563.367476126663,722.8681458747275,0.39545675480136017,4,Bachelor,Mortgage,Personal,0
32.79068275060387,31719.43608101918,0.17924452349309153,8537.128468518134,618.2419689144809,0.8505319824955134,4,High School,Mortgage,Home Improvement,0
36.91124233836392,34331.256337524224,1.5551472897589989,4720.100154149838,686.6031402242053,0.4303749117092458,5,Master,Mortgage,Business,0
23.502925271025944,20326.232573758574,4.804522173249406,3318.4459510426104,605.1717811464448,0.0697801183126271,1,Master,Mortgage,Debt Consolidation,0
33.06390488964492,11023.789825471744,0.013054649176389784,6565.591188010002,781.6077757112741,0.2534224509473549,2,High School,Rent,Debt Consolidation,0
42.4458639847313,19851.67856417212,0.365232511237493,4389.537016406494,614.1019806203481,0.24606178661171704,4,High School,Rent,Personal,0
41.41947129443701,20974.3134172344,3.3700645816669104,7363.014511946176,629.8222927522763,0.12151782951170459,6,PhD,Rent,Home Improvement,0
32.29732395636111,11893.803207290463,4.486880431201171,5467.071608957398,603.1190602023764,0.5303588130915254,4,Bachelor,Mortgage,Debt Consolidation,0
37.17718201087167,26463.54478716557,2.456262028736096,11330.628334232988,576.6923710491973,0.19906314404658038,2,High School,Mortgage,Business,0
26.753496597093125,25334.083123716307,9.549584718333186,8426.729529607823,850.0,0.24731553638908463,2,Bachelor,Mortgage,Home Improvement,0
42.03492148225025,27515.956450493984,0.1890959857756182,11591.13045879593,698.6411602281719,0.19748745623294228,6,Bachelor,Mortgage,Business,1
34.22178563863527,25322.827701169463,1.5778916289579863,11543.846213771989,656.8087168003341,0.16227918216655543,3,Bachelor,Rent,Personal,0
32.24048548303862,31726.942421790536,2.310331773594232,7018.1965690986,602.3779065492332,0.5317243390426147,2,High School,Other,Debt Consolidation,0
31.382761639066135,20137.438753462753,2.425655254752453,7371.164101468382,761.3111760269593,0.16637262382384882,2,High School,Mortgage,Home Improvement,0
34.37106133100142,24364.7465665258,3.154760734781932,12103.90722548196,595.4359359987736,0.20917874083490023,3,Master,Rent,Medical,0
30.521223550680418,18054.13201167607,4.992971946668257,57339.851208738255,662.0779190780028,0.42475200709254174,3,Bachelor,Own,Business,0
41.581430360025635,16444.566409706837,0.8977103120668856,3672.746706282941,850.0,0.1351263856536112,3,High School,Rent,Debt Consolidation,0
31.047164519838194,43007.28570748695,0.08782727246226879,8378.307385113842,554.2747065652402,0.11229392207624296,1,Master,Rent,Debt Consolidation,0
50.929640960273815,10000.0,0.9002197831211203,3113.2837684213255,703.9574454449171,0.3152963551267157,2,Bachelor,Rent,Business,0
49.65210503481381,34145.29204964643,2.227135715835088,7968.647992786423,678.8545178904963,0.26434049065714144,3,Bachelor,Rent,Business,0
26.084565101454952,16150.875896817155,0.48021345005466864,4725.606904501114,702.8159262097215,0.1804422778712746,1,High School,Mortgage,Business,0
35.697042694292804,15138.264816032846,3.321177713473183,7361.911341582378,621.509640251522,0.04892213078007281,4,PhD,Rent,Home Improvement,0
28.49343378663805,25104.157328764446,0.4963188552120778,9175.097202625746,590.7744249513635,0.28341711030064176,4,High School,Own,Business,0
31.733524368113883,10458.76010540277,0.020228761425171084,5477.9548627686745,672.6492958627503,0.6712594453620138,6,Bachelor,Own,Medical,0
55.02427467644797,14646.965560675239,1.4188815024384764,1944.9529373996188,604.397070976524,0.03799566830652668,3,High School,Own,Home Improvement,0
31.92428582884201,14406.43378983514,2.5926263204786357,25347.32654500245,416.83620226287724,0.38350592523696014,3,Master,Mortgage,Medical,0
38.60226037077429,19718.269502979245,0.8605056225897713,15857.876308195056,567.5534012209223,0.360769565939141,3,Bachelor,Own,Home Improvement,0
40.413212940082786,14734.267110346558,2.763774569419908,7299.437846710292,618.3333000872151,0.10824204828064513,1,High School,Own,Debt Consolidation,0
24.993706275167593,49048.22823937153,1.1539462875045061,3960.8487077793734,542.2150846194866,0.12221811356988585,2,High School,Rent,Personal,0
26.44904525590795,54095.60690209594,0.3767950377835213,8673.43055178001,665.0986816492019,0.1838684389936665,3,Master,Mortgage,Business,0
22.93977628591881,10000.0,0.1898489747441297,10816.100175556025,574.2403823138397,0.34418771830575035,3,Master,Own,Home Improvement,0
26.14029266102223,28916.31802751254,2.479802230135932,15003.059899907234,645.6561102582117,0.44064357716730507,1,Bachelor,Own,Personal,0
18.0,33837.72960906822,0.9745918867681419,16151.653891027834,850.0,0.2378944651974754,4,Bachelor,Own,Medical,1
40.44582400793628,28896.98667015339,4.878500333488347,18779.874014552635,772.7002573628148,0.154991569506679,1,High School,Mortgage,Debt Consolidation,1
55.5419384125607,15850.292817962087,1.5541668368759107,2012.8607510408683,709.1491940503109,0.28172031518226254,2,PhD,Own,Personal,0
36.47820739036527,19495.758711504575,0.8567483104236581,6350.478407312435,830.9228901306866,0.21883836729508,3,Bachelor,Own,Home Improvement,0
20.837311406593926,15151.619040860769,0.8584633996698636,17934.484672492166,642.7414078407188,0.25413409488042205,3,High School,Mortgage,Home Improvement,0
28.57223617100052,17851.94927667433,0.2818323046796544,3870.328390652728,643.7592181878979,0.08684453442637256,2,High School,Rent,Debt Consolidation,0
30.41123154975003,12028.300000800751,1.8017658560969407,21491.52739389464,544.440373363794,0.21153770698349017,5,Bachelor,Own,Debt Consolidation,0
24.824152227866243,20797.864438298835,1.745347543792278,34485.771308592295,777.8155170335735,0.10731828234364998,3,Bachelor,Own,Business,0
43.60182638395157,10390.000626041083,3.2188127452279063,21015.24604775264,845.6992599070562,0.16401309614170673,8,Bachelor,Rent,Home Improvement,0
43.10260044375334,19929.02962552838,0.44928174965524365,13756.577133124456,740.740965194817,0.14981245404264978,1,Bachelor,Mortgage,Debt Consolidation,0
23.445482061823405,11798.281396121727,0.6872062007414386,5664.619577702577,792.3386092648631,0.34281897461330324,2,Bachelor,Rent,Debt Consolidation,0
42.25081044447508,24426.11634533727,0.20459258392606836,10150.800445623465,376.26629437869184,0.08252130386492366,2,Bachelor,Mortgage,Business,1
50.26812663577265,15682.335327677521,0.7000859746011099,2760.3817959868056,850.0,0.3211762336430299,2,Master,Mortgage,Debt Consolidation,0
54.0255820522956,25470.855958279702,1.1175896551716171,4337.751773466957,639.5656803723973,0.5192008259929767,3,PhD,Mortgage,Debt Consolidation,0
63.65212023085962,37827.452104993296,6.6500514125410675,4588.723748661303,850.0,0.22478569299501233,6,Master,Mortgage,Debt Consolidation,0
25.980073505568026,48762.82252781989,2.1172414542833127,8514.944363818639,823.1650434042881,0.3155242311130974,4,High School,Own,Business,0
63.24220426395203,10000.0,3.0545542507584478,5920.985523916323,727.2425411087229,0.33065457947433374,9,Bachelor,Own,Home Improvement,0
31.457936114912115,14514.493095764006,0.7875965181376757,9989.40155352354,615.6964694985704,0.23026764311757844,2,PhD,Mortgage,Debt Consolidation,0
29.075345446194856,18929.123887639635,0.3121683254880794,16354.550569619296,665.8239126879054,0.2036888727805232,5,Master,Mortgage,Debt Consolidation,0
38.27072374877845,27727.05441466553,0.5933647529999468,4592.675200850278,458.99754382061957,0.1669025372240837,1,High School,Rent,Home Improvement,0
29.179386659069877,10000.0,0.5926861174921642,9125.982777997533,743.0799410790306,0.4738761899945507,3,Bachelor,Mortgage,Home Improvement,0
38.99044140646526,13479.884236057927,1.7498913241716982,5809.354883539299,394.4994934714225,0.2909373649198364,4,High School,Rent,Debt Consolidation,0
21.799228122626985,23509.94027984312,0.8354938408451738,9434.514460250146,620.1311126117337,0.13023025298478003,2,PhD,Rent,Home Improvement,0
32.61247397936566,22981.483851811445,3.8954076140628033,14029.788225383783,804.3237403813956,0.5139493153338663,2,Bachelor,Rent,Medical,0
47.85582234361679,26603.796315387506,8.938573988412017,16932.474628102125,722.072487845163,0.30749510048244016,4,High School,Mortgage,Debt Consolidation,0
34.42938708568844,27497.156091269735,0.8410511147572172,13852.808840676507,497.0085238858527,0.3217564723381799,2,Bachelor,Mortgage,Business,0
36.41595786739883,26089.73488591151,2.441968522202171,11284.535224337465,515.969450267496,0.33842236613203813,3,High School,Rent,Debt Consolidation,0
39.75258604717312,24265.907442468033,2.1428888903448304,2601.463321330298,590.2564357878225,0.2930617138998741,2,Master,Mortgage,Personal,0
46.7066162931766,22648.9752409653,0.4324910145693981,3411.772590107639,657.8375783603648,0.2663181197303729,5,Bachelor,Mortgage,Debt Consolidation,0
18.44775287810567,30711.164896225757,5.0022817041942576,4190.843796941937,737.655082451115,0.40697812768827085,3,High School,Own,Debt Consolidation,0
40.84524051837435,10000.0,0.4448940558569074,10795.6242119029,710.4138107494174,0.4896426241156023,0,Master,Mortgage,Business,0
32.31860860758237,47675.205623528745,2.6708765252667948,2884.7573561587783,544.1245790296548,0.1928406598995953,2,High School,Mortgage,Business,0
36.66637895311838,10000.0,0.8542243760829664,10614.941494494646,711.8732937435208,0.15488877365934545,6,High School,Mortgage,Debt Consolidation,0
45.599501697623765,12841.264985969401,0.9148274459498456,10012.357966981583,722.53370144771,0.31921123622546116,4,High School,Mortgage,Home Improvement,0
23.05813348588156,19665.470329673713,1.215587548414902,1722.3565435937473,698.8520169975367,0.45423131748398343,6,Bachelor,Own,Debt Consolidation,1
24.873555585569104,30831.940028450634,3.9976850380630253,3394.5203291927014,850.0,0.4300571683391949,2,High School,Mortgage,Personal,0
18.0,10000.0,0.30223177579989935,18677.977964002526,722.6318959263239,0.3302164775530671,5,Master,Other,Business,0
29.508410582362234,21718.89369784745,0.11222996398817067,14156.47391189176,746.7822965941216,0.22728196914416476,3,High School,Other,Personal,0
48.304323443788164,32734.914850898364,1.0284655728288132,4103.86627495341,837.5858357273764,0.25269043235459604,1,Bachelor,Mortgage,Home Improvement,0
33.7941281152653,36216.100278564874,0.11437939154757412,3540.8114806081685,735.0117103049482,0.2115970877816913,0,Bachelor,Rent,Debt Consolidation,0
21.598751043452143,15542.52618303844,2.326947375417902,1141.071088882113,594.8944321177376,0.3440956942681749,1,High School,Own,Debt Consolidation,0
30.14321255424953,18950.438622001886,2.856943506112838,26292.477487920678,774.2702871261137,0.20726215433586204,3,High School,Rent,Personal,0
20.121382965093773,16186.388233927222,3.858080033218592,8373.636142245176,609.8605790179573,0.3778408290590197,5,High School,Mortgage,Debt Consolidation,0
23.74813898268838,18099.917753479887,2.723923591427481,36569.843960997,551.7391655864831,0.14715848206601725,4,High School,Mortgage,Personal,0
38.888189102637135,13148.812438069739,4.962261025376897,6951.155129434232,560.3022412466084,0.32761885643364597,6,Bachelor,Mortgage,Debt Consolidation,0
23.26126673693971,14120.37288189185,2.759043674823777,10158.554517504155,773.1348946259749,0.18651889047249431,3,Bachelor,Own,Debt Consolidation,0
46.12634305203302,27369.607489082293,5.5001095353705605,16531.761965897724,712.0245772727286,0.17309866321866457,3,Bachelor,Mortgage,Debt Consolidation,0
34.28879709169664,23524.73469084619,0.4291378231978804,30063.712207468583,756.0836058568218,0.38781370526242437,3,High School,Mortgage,Business,0
35.855947039445255,28163.814347923464,1.3857469675075877,12098.264926364667,712.509083363407,0.22261449764574234,4,Master,Own,Personal,0
32.21627032392106,24514.18466341485,10.208990953928723,8118.7036739903515,668.8847292856534,0.21076071552840267,6,High School,Mortgage,Home Improvement,0
42.72847838543723,31324.922339454784,2.288756610389215,8286.360500670422,681.8011492667514,0.2957491318822142,3,Master,Own,Home Improvement,0
42.831598877770105,34170.124856320115,4.218006312313631,3509.860311008343,709.1078476506341,0.19637754027210882,4,High School,Rent,Home Improvement,0
38.350543519121715,10000.0,0.061730525875257444,5969.949255937026,589.7510062053204,0.7299249392088852,1,High School,Own,Home Improvement,0
40.64789105907648,14369.241222526316,4.107670768212192,8442.008959918317,520.969982321974,0.22323812504592058,5,Master,Mortgage,Medical,0
32.87910330079574,19620.142993742083,2.3927583155036594,24477.63445168307,601.4884936516358,0.3435611143670714,1,Bachelor,Own,Medical,0
40.42203006909048,21778.123532795686,0.37448030814176214,5744.312105771536,704.412335039959,0.3220262121204576,7,High School,Mortgage,Business,0
31.621222245261933,15755.656349634637,0.05203293767133533,18960.70040614413,585.2162718125693,0.3641525013835164,0,High School,Own,Business,0
35.02231622162402,34752.67531439474,0.6020117579133168,7589.565261799098,850.0,0.5993081690543148,1,High School,Own,Medical,0
32.253562506337026,59276.853748609334,4.948488012534432,21913.252015642873,694.1263216693288,0.1921132602323623,2,Bachelor,Rent,Debt Consolidation,0
30.42781460680804,24175.16094485782,2.2060416160523966,13924.121783276249,661.9487489910392,0.37832891653817824,6,Master,Rent,Debt Consolidation,0
28.108882022782097,22975.1968707516,5.038228740932893,13191.87370094599,589.3662684174714,0.22188992626098053,3,PhD,Mortgage,Personal,0
39.67690103858885,33682.31252110503,1.1817255996944784,17730.849800261287,741.5737012009113,0.1928487812184801,1,High School,Own,Business,0
48.10605912813463,10000.0,5.517437757056829,15780.462907233645,528.8057773723149,0.24403983367252352,6,Bachelor,Other,Debt Consolidation,1
46.711019716695596,22342.24299488872,1.2433647113989372,18978.285128170974,681.5771437832113,0.3520430222429237,3,Master,Rent,Debt Consolidation,0
22.434346640545648,35936.828521059484,0.45695229980225516,44596.522646107085,606.4470320072837,0.34514366428795873,1,High School,Own,Debt Consolidation,0
47.892030514068736,15969.293505868169,0.32831928872670857,29540.449395254338,662.0929642749688,0.4838675928696122,2,Bachelor,Mortgage,Medical,0
31.818414983820713,11928.904816110153,10.1702262652216,11768.00147159668,698.6273192409064,0.17602299578551212,3,PhD,Rent,Business,0
41.00733015145592,20072.32330037782,0.8125188313975737,5690.779503255292,535.4337677017435,0.07055819957973761,7,Bachelor,Rent,Medical,0
25.93784667952789,21368.16087192786,0.34883302903069774,10863.178516610116,482.9067987347124,0.38471881071911096,2,Bachelor,Rent,Home Improvement,0
36.41979913874005,13984.066580037506,0.016887962334807882,1735.4871298770834,556.834721491267,0.22286412279461054,5,Bachelor,Own,Debt Consolidation,0
38.13723182896907,62823.258239574294,0.672539300569364,15727.865488646163,737.9241742057252,0.15665232011441133,2,Bachelor,Mortgage,Debt Consolidation,0
20.15395208080347,17337.92901954259,4.398543928451939,3470.2205997705605,687.3133391474782,0.42654606452708893,2,PhD,Other,Personal,0
41.08267166344189,12371.74254731902,1.52717929301992,19890.251588840412,609.7098673447883,0.675225609723181,4,High School,Mortgage,Home Improvement,0
48.45935007838315,21019.152827701797,2.0017104907998164,39506.92401129171,846.8147100318417,0.06831219727577524,2,High School,Mortgage,Personal,0
33.25352054318372,34680.41227682594,5.112146435555555,2538.306805834904,778.5098363864498,0.6523028391040464,5,Bachelor,Own,Business,0
48.60168130828013,22219.09036082795,1.438324999320839,7783.461826369504,754.3461984944763,0.2249352429670469,1,High School,Mortgage,Personal,0
33.103065065475924,28079.553584402292,3.6437757620709776,3458.0831715119098,577.579460923455,0.04186726472581315,4,Bachelor,Mortgage,Debt Consolidation,0
43.49584531046617,14246.188878924426,0.7826312065656043,2033.1712167566866,753.2347620167264,0.4924646247551596,3,High School,Own,Debt Consolidation,0
18.0,46343.86608574343,7.553399437017868,7442.355513801318,684.0708154095909,0.7181307190358982,3,Master,Own,Personal,0
59.187777793134636,29168.817212493253,0.16418634282006925,13468.833013450976,577.7735104935039,0.23788913527956074,3,Bachelor,Own,Debt Consolidation,0
49.95458245242957,37192.06772923702,2.5807289323083737,14816.850263807004,639.5899317852799,0.06715214153877633,4,Bachelor,Mortgage,Debt Consolidation,0
32.15374495746321,26438.599305973814,2.1609531984723502,9164.940334013905,546.1565328693977,0.4095575735948758,0,Master,Rent,Business,0
18.0,33271.019736198985,0.4255735018323008,2140.1139509572895,578.6515396226625,0.11015538118626245,3,Master,Rent,Home Improvement,0
37.88028368305489,14235.209547137365,0.9848060627252894,8943.685307030402,535.5824258788953,0.7218416239053913,2,PhD,Own,Debt Consolidation,0
20.56074452926243,17228.06108165871,0.7503445587483539,2455.195295099945,745.6554129851743,0.18558857238563656,4,PhD,Own,Debt Consolidation,0
39.44853537557488,43184.64614630757,0.1985202514908985,2587.401562970952,642.9074179112505,0.6208467470193545,4,PhD,Mortgage,Home Improvement,0
39.11565719164282,48043.92490573011,1.7579322021779953,3650.225003221331,555.8401161651466,0.37722381889650247,4,Master,Mortgage,Home Improvement,0
25.58596830997975,12412.597957193078,10.12486129167085,18766.88112666022,701.737432928378,0.33470039797856516,3,High School,Own,Business,0
46.20967023614378,24955.96208440866,1.6400898936489379,12534.050709666115,650.1503316404585,0.15843995209492892,5,High School,Mortgage,Personal,0
43.05574702806173,17756.87599262209,1.576058494304813,10488.897107027891,755.0505481266722,0.4312947150955791,1,Bachelor,Rent,Medical,0
44.758233372885634,15544.843661996349,0.08229765283660581,4063.9417473349713,663.3336708929995,0.38453761408337306,1,Master,Own,Business,1
35.08857703668895,25397.8511155507,0.2998331670703653,5941.873063219965,506.28123088014445,0.1413933886558726,7,Bachelor,Rent,Personal,0
20.844759330862935,38967.43070881289,1.439882264153904,2707.8276711857075,600.3256337334003,0.12456393359645719,3,Master,Mortgage,Medical,0
44.778722722111375,27607.18203854583,8.423361560282428,24135.548194595256,534.2805114045385,0.6863150701735249,3,High School,Own,Debt Consolidation,0
32.296286008642085,18774.292165956278,4.184773711104712,46995.46591082556,706.3007904596785,0.30817692261836765,2,Bachelor,Own,Home Improvement,0
21.10219856807331,28493.480621526927,0.8316646894696348,12648.308012515954,758.4460836801576,0.2868546830905302,1,Bachelor,Mortgage,Medical,0
48.52039365974326,18398.26992221072,1.5661623943287268,14550.830773552638,495.6018693521201,0.2635544747883651,1,Master,Mortgage,Business,0
55.9940752050251,27066.637242066532,1.609061473414221,7135.459214244038,637.5503946291902,0.0954486626231392,4,Bachelor,Mortgage,Business,0
34.587518710207966,44277.54090787179,2.312656196725937,2218.1706620649097,765.2750891088265,0.307014640142786,2,Bachelor,Mortgage,Debt Consolidation,0
56.591211546032916,10000.0,2.328107498596242,4125.028333606351,494.0897225662336,0.11191599190091628,2,High School,Own,Debt Consolidation,0
35.9131472861135,32814.512450237315,3.1193201712420966,5584.177107247542,606.4984175930142,0.3504269709112871,2,Master,Mortgage,Debt Consolidation,0
31.195440958336487,10203.361861315883,0.050576180625435965,5953.860975806909,649.9770301290566,0.3304884909716431,3,Bachelor,Rent,Debt Consolidation,0
28.695415458145224,40707.34635528015,5.753417904071818,4952.684823671863,756.7443584711766,0.32579544537290456,4,High School,Rent,Business,1
51.370824079927424,16018.301560588918,0.14527482235584807,8418.632194717915,704.4689232291387,0.23992701530061072,3,Bachelor,Own,Debt Consolidation,0
27.198561186122284,11982.042039554439,1.2931383952132414,4104.604737447417,724.9034797877271,0.3396404617491415,4,Bachelor,Own,Debt Consolidation,0
42.35269309974987,31183.195207383807,5.0409667585649,45898.113569286375,710.2459980862494,0.12725959509919768,6,PhD,Mortgage,Debt Consolidation,0
29.408361649407915,26425.507915387123,1.33756809026225,2718.1337106562155,612.6868506317619,0.2942025977474421,4,Master,Own,Debt Consolidation,0
30.39693237425637,13365.159311029809,0.13150376028392713,16479.0908523937,814.3407137747976,0.23363446789336278,3,High School,Mortgage,Medical,0
45.30249693969567,11772.247356597773,0.520756527257713,6571.623781600852,582.9090791678993,0.1204404886043912,2,Master,Own,Debt Consolidation,0
31.199631537106463,20055.510968806084,1.7286624069395717,11733.913012938025,372.1589304040619,0.3511303775920119,2,Bachelor,Rent,Home Improvement,0
30.952046205797068,12063.703647458662,0.18392713131691532,12167.112496050302,469.94589445321935,0.4365520060314276,4,Master,Own,Business,0
46.32804697174807,12955.342282642921,1.102177254023136,9187.825616056754,638.3109085778486,0.12831936296413446,3,Bachelor,Mortgage,Medical,0
50.97397293221623,23337.350812258108,0.798250294971166,3272.480051346665,616.8455251427998,0.18522842957229332,5,Master,Mortgage,Business,0
41.446898032842334,13589.655847491209,3.3770447934632544,6212.807708390526,596.3635475247755,0.3108514710580534,4,High School,Mortgage,Home Improvement,0
28.452302243760506,27262.56091821665,0.23336414513220927,9276.839695810262,665.020437883634,0.43402399405889824,6,Bachelor,Mortgage,Debt Consolidation,1
29.893915007024205,46400.791578103024,2.296435806454064,8823.26329111721,770.042793718065,0.3607391940326752,3,Bachelor,Rent,Personal,0
35.799152637400375,20449.675483135547,1.043736306984748,3574.192016360133,695.4028169621316,0.25824976191709537,4,Bachelor,Rent,Business,0
38.209300619256574,23507.51722727931,1.7722539363481211,22764.781900151156,714.8550203574863,0.5102522513051915,3,Bachelor,Own,Debt Consolidation,1
25.12134089860228,60418.363333612775,0.46016456727149685,1102.2857520892082,542.0212422759884,0.24785233898430278,0,High School,Rent,Business,1
42.230379395798636,12163.554714691596,1.8816980913693535,6633.581210665257,598.0550810748912,0.06245731306750375,1,Master,Mortgage,Debt Consolidation,0
35.85513329639599,39959.33526405114,2.241579158279439,3877.496513356714,720.0355728457068,0.055697251742496956,3,Bachelor,Mortgage,Personal,0
18.0,37625.180483985925,0.1456394361965523,9374.348293734798,660.8012059951182,0.49592730726247525,4,Master,Mortgage,Personal,0
25.710735175392696,33764.27836788099,3.4784585307025715,18276.670414728076,697.7062131555293,0.08858819201475739,3,Bachelor,Other,Personal,0
29.95871326348336,42018.86341501877,3.950222338465429,2629.173431197758,711.372387934665,0.23824267269313054,4,Bachelor,Own,Home Improvement,0
34.27142311158945,25343.75133514643,0.1313269594558442,53256.981652941475,666.6190071031192,0.17851506648212376,3,High School,Other,Debt Consolidation,0
53.892787955039964,16457.47815858054,1.848582744111308,9523.130517154266,808.1906176655666,0.05475521628407248,3,High School,Rent,Medical,0
37.38171306139628,38073.98980167293,1.8028608748938817,10997.015448216396,596.8463945125554,0.22451576720251248,4,Bachelor,Mortgage,Home Improvement,0
26.59228110101375,38809.52968361232,0.025073337060103507,2561.111266400232,568.0908394886355,0.3108865649849106,3,High School,Own,Home Improvement,0
37.20630804307163,38279.00875911505,0.8381539025336293,7806.767379949019,473.5031196535525,0.2354269023660865,5,Bachelor,Other,Business,0
31.47912252546119,22522.071009785377,6.942753659589405,17629.69292020326,724.8603291000599,0.229840643653038,1,High School,Other,Debt Consolidation,0
38.24758239533542,15396.611676596718,1.6213888732383888,9584.833244450043,592.9945738468857,0.245292431868484,4,Bachelor,Mortgage,Business,0
40.80567687035615,24238.101764120078,5.412457803595475,9064.821745712383,776.6005919496249,0.49184941441875346,4,Bachelor,Mortgage,Business,0
47.09230647223938,35281.534666215106,2.2518311227820456,7773.78414735391,674.7952446175178,0.06248280699542076,4,Bachelor,Own,Medical,0
34.75713504329974,36760.37930855978,0.05760264594278458,2690.8164153233993,616.1167136028756,0.33140437247112836,1,PhD,Mortgage,Debt Consolidation,0
51.389605275998335,17768.13452005502,0.16179807754560196,2678.5558414899774,544.5362184071547,0.13249827564511116,1,Bachelor,Rent,Home Improvement,0
44.08022662536192,25788.564805501603,2.5615561938284435,20649.816276185273,734.6511587141022,0.6230013287037586,3,High School,Mortgage,Home Improvement,0
27.925604551878124,11448.463957010601,1.6174204211673227,16413.00627013714,644.611257245567,0.04621362886734535,5,Master,Own,Business,0
57.098556657484636,36043.255992765284,0.27198693259801443,18475.797992341788,676.7802236358015,0.0486331132802564,4,Master,Mortgage,Debt Consolidation,0
38.269945132700975,14888.518458546576,1.9041606037133494,4195.399995769422,710.4441337891376,0.1822018532687679,3,PhD,Other,Debt Consolidation,0
26.64875496027765,32618.264779937403,3.324489551465055,7143.41184803698,676.5752967314193,0.1211383271055247,5,High School,Rent,Debt Consolidation,0
51.52913051230422,12398.709967535047,2.7965916236352966,21708.08712778614,565.0181623198432,0.11174381768344391,1,Master,Rent,Home Improvement,0
55.777775851984444,36890.4486820121,0.5651567968468887,3032.2971306380255,702.1268034681237,0.06590090743243435,2,Master,Own,Personal,0
34.669747362804394,25872.026213381316,0.5973376572766425,20008.36922073774,732.0200741775695,0.6738780051294163,1,High School,Rent,Business,0
29.963497396244037,14903.049749914499,6.87392717537573,5068.4195690092065,686.0229036183134,0.06560111452578256,3,Bachelor,Mortgage,Home Improvement,0
33.27625042546338,31122.24732629698,4.367912424157357,4088.009107129223,713.2348373517871,0.38029111104521124,3,Bachelor,Mortgage,Debt Consolidation,0
42.147317275176995,16396.434048414194,0.7664406788625738,7898.806571580295,722.5544313224667,0.07742683943944369,0,High School,Rent,Debt Consolidation,0
47.77856655030514,32041.1892680614,3.4751618645443485,3315.615221931968,610.3937146403704,0.08729470815316813,4,PhD,Mortgage,Home Improvement,0
40.70487330863573,19205.3518682,0.35285042028328195,1776.650491808079,606.6442712362034,0.6386713945048949,2,Master,Mortgage,Debt Consolidation,0
36.0172320847177,10000.0,0.4384054066486529,8611.241237297729,850.0,0.09854867436844002,2,High School,Mortgage,Medical,0
49.98011770304427,13477.701792485954,0.39982121154011363,12424.338576958462,782.5759963334375,0.5576595918360734,1,Bachelor,Other,Home Improvement,0
31.871635269484777,17761.57412275262,0.1836183360384954,21423.251676586315,645.1794112837499,0.035103454891780024,4,Bachelor,Rent,Debt Consolidation,0
45.30919338366907,43655.934647375805,3.8576082166626993,13168.458881460028,718.282895579526,0.07114612309030974,5,Bachelor,Own,Home Improvement,0
32.11937201648721,34564.13335865334,1.729327752720339,39039.0516260392,556.2315169160415,0.5115862165261623,6,Bachelor,Own,Debt Consolidation,0
39.31022958010893,49609.156680128974,0.5993908020947549,24073.332717678233,590.111873756476,0.0917063343352436,1,High School,Rent,Home Improvement,0
33.86437435209549,50353.20789405109,3.776386992628696,14624.639194720745,525.3090348397063,0.10383688572116816,3,Bachelor,Rent,Personal,0
34.44147817347189,16858.741720222744,3.2455201127982605,11788.68038087833,678.5661381599773,0.42222248811996194,2,Master,Rent,Debt Consolidation,0
31.2261348253779,20045.431875058912,0.21283663459387003,21678.61883081745,679.7365168209257,0.23635495732584474,7,Master,Rent,Debt Consolidation,0
48.448540311806944,17932.321569538435,2.066432248082974,1379.6461206257434,758.3826105335108,0.32875354212898544,2,High School,Own,Debt Consolidation,0
27.67073961891465,15744.47355605792,2.5590715773835915,5519.013265209162,628.7966065676445,0.16005854730374483,6,Bachelor,Rent,Personal,0
27.597677474512917,10000.0,2.5163465143990784,1832.094565146129,756.6587906107213,0.298027735816644,4,Master,Mortgage,Personal,0
56.209935658451094,21864.64310367855,2.5685061927192407,13773.174546218608,715.2913328325205,0.5479794524082262,2,Bachelor,Other,Home Improvement,0
44.77847564654331,11582.112987115679,0.3713530423545759,4472.885021395498,850.0,0.2431376428892117,2,Master,Mortgage,Home Improvement,0
18.0,21653.319758113426,0.7569253185929666,90737.1835333169,816.7115974866534,0.23801021612437312,6,Master,Rent,Debt Consolidation,0
29.347412607895965,63442.25523519693,3.7180884244237786,5354.321985230579,799.2156727740223,0.2714612776686592,4,PhD,Own,Personal,0
18.0,17074.26181923766,4.573261097172877,8822.764470369957,733.568261667223,0.17641985386005712,3,High School,Mortgage,Debt Consolidation,0
25.493093065847447,24279.484240991715,0.6547563092232541,5873.387144048488,560.5774611333885,0.3936717432163338,3,High School,Own,Home Improvement,0
18.0,34659.3979483796,0.04657720551162343,5480.408985155748,679.2794017431793,0.613112908225682,3,PhD,Mortgage,Debt Consolidation,0
33.63010422306058,25340.156908498026,3.928899154578976,2989.264031976798,850.0,0.21828052291505426,2,Master,Mortgage,Debt Consolidation,0
23.580581808386885,25495.11372023946,0.9467123666004678,2909.918846707306,700.6954741379203,0.2987303200591811,4,Bachelor,Own,Debt Consolidation,0
35.599052567964385,18375.96396078574,0.7993544484203797,1417.1535523008472,567.8221436437728,0.003354459038974747,6,Bachelor,Own,Debt Consolidation,0
18.748787411174753,19615.218783511827,0.8523553183660957,12536.126090315747,683.5969467901319,0.35735356940404794,2,High School,Rent,Debt Consolidation,0
35.8291185317204,13629.539507536454,1.0746692184826647,5769.164721843669,551.0395165925192,0.1689212765477168,2,High School,Mortgage,Debt Consolidation,0
30.850837218796727,33624.91215616621,0.9504878606377893,38059.369731008825,564.3805801313207,0.009763841078149746,3,Bachelor,Other,Debt Consolidation,0
50.01952965188596,10000.0,1.6714081864706762,2994.965085082493,691.2899262087856,0.31098396159636355,1,Bachelor,Own,Debt Consolidation,0
49.11356861745625,35794.30813804679,0.16446080127212465,26398.2134929739,723.9545924547396,0.2718115768234371,5,Master,Own,Personal,0
42.85345603010283,10917.811396298042,7.118525027537449,28504.221220275485,570.2078029892667,0.14478348342891878,4,PhD,Own,Business,0
31.733862193387875,35642.84259772045,5.5118891191239054,22508.19025298761,594.0443531777826,0.13611269826238667,3,Master,Own,Debt Consolidation,0
54.85380395260293,18455.011468490702,5.4485618170471355,9777.487697397428,507.3624908831818,0.49360158591394737,3,Master,Own,Business,0
19.469647221601793,11897.286833666833,4.2285235669724175,6182.236757406134,637.0705989463994,0.31330053505555316,2,Bachelor,Mortgage,Personal,0
20.964413704363373,29426.45334874414,2.1595396689796855,22490.63226118173,455.3972681139147,0.5167213831391111,10,High School,Own,Personal,1
34.162169001109355,35044.843650707095,0.4997672090055215,4301.974944804134,620.0854998341719,0.5545767837699586,4,Bachelor,Mortgage,Home Improvement,0
57.540381089211195,17693.64254773995,0.10149948879390913,10062.451243580057,657.957702062961,0.6250321132853248,2,Bachelor,Rent,Medical,0
32.97661093129913,31580.82066527523,0.20921285517802465,7824.394585752535,474.4210615993982,0.3156351656094922,4,Bachelor,Mortgage,Home Improvement,0
33.16754756790718,10000.0,0.7831022180298404,3971.370427041296,549.2742082961413,0.06321486579297303,2,Master,Rent,Business,0
20.580896438881908,11381.014543161076,1.4018870887361887,10121.70672996132,643.9908322340311,0.25512067333728694,6,PhD,Rent,Business,0
44.45929585270378,42032.754620259635,9.997335735954126,14668.69046956707,630.3423012949584,0.23310598742335095,2,High School,Mortgage,Debt Consolidation,0
44.53176254329354,19695.891957431522,1.1434295945854926,3848.1101338881226,634.9637072491461,0.18845567886100056,2,PhD,Rent,Business,0
42.8907520139991,10000.0,1.4873913594531898,11708.802047492196,678.8012896170059,0.2652645030201348,3,Bachelor,Rent,Business,0
28.707793271526377,15530.590052380334,2.3759183997498208,1362.092569256506,482.83170865644684,0.2122278221802987,4,Bachelor,Mortgage,Debt Consolidation,0
27.93293231626994,13881.32601524799,0.39869285092876333,3500.5512222620923,720.8660067275399,0.6679884543898368,6,Bachelor,Rent,Debt Consolidation,0
22.068777495950297,20272.470958546008,5.4009678423240475,5620.205014650955,618.1272576637949,0.4595823462421588,3,Master,Mortgage,Personal,0
35.838725017609335,18299.417506850605,1.505941321583652,10784.549528042824,590.3802697912308,0.5941286183265174,4,Bachelor,Rent,Debt Consolidation,0
24.195926707214984,24087.922781403075,0.6466360356084114,16243.559970636756,463.5144528309395,0.3258087976760686,7,Master,Mortgage,Debt Consolidation,0
23.225834947507114,21274.553671183556,5.470092258496168,8658.16697052654,623.2422831832422,0.3465697872316167,4,Master,Mortgage,Debt Consolidation,0
30.763092830893243,43471.88244545365,1.9640632501238184,12749.872972451956,701.2030256578305,0.10706351451816157,5,High School,Rent,Debt Consolidation,0
30.10843824815784,27235.43876052969,1.3220947963558691,7126.2075920879915,664.1572135432568,0.18373898276567333,1,Bachelor,Rent,Home Improvement,0
29.62021471178045,27690.25445653529,1.7357437016281732,11201.450012741821,667.0812854267491,0.47592926274012715,2,High School,Own,Debt Consolidation,0
39.66444596840261,39441.68622346385,2.7590523851080926,10737.818769006395,616.0956335919772,0.2954833800868764,2,Master,Own,Home Improvement,0
35.79047802150279,18135.30055508249,0.33574411968340273,5392.603112214728,643.9451478127402,0.2852595707590541,3,High School,Rent,Home Improvement,0
32.11843969488882,11720.10800252154,4.002450439746516,6097.877865685966,539.2538671883532,0.22811710058639825,3,High School,Own,Debt Consolidation,0
36.83012928311482,40274.95788328449,6.413242949041595,13096.518858475954,649.5233961307011,0.24714569662130403,4,High School,Own,Debt Consolidation,0
25.084729588953678,23574.49942678726,1.6740334934152508,34532.98547300417,600.8898481323066,0.5539891588974588,1,Bachelor,Rent,Debt Consolidation,1
36.05278623909678,23615.90262078823,2.2931119572207828,21278.551340786857,537.5200798625951,0.3204464754013414,1,Bachelor,Own,Medical,0
36.50602492844634,16047.928250084626,3.929848281297105,3283.6377439904572,725.471923928546,0.26134663809998543,0,Bachelor,Mortgage,Home Improvement,0
19.969531406425194,16180.665704776498,0.939401370808512,3292.935214955176,492.4999904808011,0.431974850141842,2,Bachelor,Own,Medical,0
44.95693754370362,33636.30166355275,9.87619997596419,5279.015605601064,702.428559884577,0.17810321559700268,3,Master,Own,Debt Consolidation,0
26.185662947730044,36037.952530130606,2.282004581908638,8770.394526761198,708.714814253641,0.581193600604448,3,Master,Mortgage,Debt Consolidation,0
35.903097992064346,32594.91921387143,1.1032907169872583,8422.020186358752,597.276116991619,0.4714247430187578,5,Bachelor,Rent,Medical,1
46.6441174053527,32744.189409869323,2.262299731625522,21855.857044134318,753.0408964204529,0.43577172243605794,1,Master,Mortgage,Personal,0
44.256767577138696,29275.74886887802,1.4749507647674522,22835.934405814136,595.1659887914989,0.5510684266759244,2,Master,Mortgage,Personal,0
35.34333388568835,23523.645012797446,0.23675996354786022,8139.89425016852,588.88439784873,0.24693661381661358,3,Master,Mortgage,Debt Consolidation,0
31.375009971179313,20177.23278389285,3.177950464564215,6753.679449027992,529.9644760474514,0.56616868587345,4,Master,Mortgage,Debt Consolidation,0
44.47511908575567,40342.54607742525,1.6619496589384555,12251.420223072326,649.1556551457538,0.29875333607648813,4,High School,Mortgage,Debt Consolidation,0
41.7469497780862,18272.26407431641,3.1777570046492825,18968.99448598727,554.1342256581513,0.5150247242437774,3,High School,Mortgage,Medical,1
28.8163497995587,26502.37437296493,0.336628888943673,12606.268232174338,570.8353757118161,0.3617312962479051,6,Bachelor,Own,Business,0
27.051063529983097,14735.18574838645,1.5459275070777463,5737.411086184605,643.4625791909864,0.16844085738219708,6,Bachelor,Own,Debt Consolidation,0
18.0,15840.89999427561,2.910211117188954,4965.14068107195,647.649261803753,0.36194658055701506,3,Bachelor,Mortgage,Debt Consolidation,0
36.54031841683587,19573.32044334042,8.897113811554588,3332.6298806351265,775.5933631783566,0.41718855071532374,1,Bachelor,Mortgage,Business,0
34.17302254981601,14735.735537463783,4.31519152468051,9459.638786542753,743.103285201036,0.10037721179278497,1,High School,Mortgage,Debt Consolidation,0
46.36191374642542,32824.35051680013,3.9953489812089003,13339.649952135831,705.0992241367934,0.06493398476535012,3,Master,Mortgage,Medical,0
38.590550934803666,11225.94475390661,0.5686026223983534,14586.85638319291,635.3450382959073,0.40517652805582,2,PhD,Rent,Debt Consolidation,0
48.342291941726906,23146.869224598086,3.640127794176221,20361.64566634409,609.5984045820422,0.6341758003989695,4,Master,Rent,Debt Consolidation,0
28.02635772083829,23535.23757727704,0.37092804444406674,26482.718853844006,647.3407476660723,0.4765457465202115,3,Bachelor,Rent,Debt Consolidation,0
46.381503309676184,10000.0,0.4415618504003173,2697.3564556173674,594.371764333548,0.48979936162152116,2,Master,Mortgage,Personal,0
29.71083620895345,17667.606308727118,0.2333299952106454,11201.578073137336,579.9069795324299,0.16981687147033764,5,High School,Own,Debt Consolidation,0
42.77596061792272,25030.485201196912,3.898181834672112,11515.020488079144,642.1206852568483,0.30636802327263646,1,PhD,Rent,Debt Consolidation,0
20.412416074693063,27292.412077151163,0.2291489940675,7637.631899127579,562.1616405878584,0.18877434191377676,2,Master,Mortgage,Business,0
37.351352993661884,19887.49449223469,0.29725868706448366,4176.89883239467,568.3074567560726,0.12944465201778574,2,Bachelor,Rent,Debt Consolidation,0
18.0,30897.918626156817,0.5644265076952384,25737.487554721654,745.4874088964724,0.5012319235677792,1,Bachelor,Mortgage,Home Improvement,0
32.32862514058245,20854.851194911596,1.70036193432608,5059.989014147463,512.0320908042578,0.23408013670298966,4,Master,Mortgage,Medical,0
39.40353993877913,22177.342887224408,4.243532417634629,1402.4064213892075,546.0222395128685,0.5923648952763164,6,Master,Own,Debt Consolidation,0
29.79031448768904,24979.903847511498,1.0833538548996644,8234.252176355683,777.3273826519999,0.0882781296298491,3,Bachelor,Own,Home Improvement,0
24.495623712440327,35013.87933755939,1.5805762468212776,6698.970028628007,610.7860790363263,0.045987794799346976,5,PhD,Mortgage,Home Improvement,0
43.461184692959336,15711.386744295081,0.3642177187287206,35816.28002240102,787.6026012739776,0.40930969087114477,3,Bachelor,Own,Personal,0
33.96537210153077,17267.63231752129,0.6183449745627229,11989.123746868676,533.2634879174956,0.05120337356205192,5,Bachelor,Mortgage,Debt Consolidation,0
30.104293529693283,15765.065931830863,0.2875692989631547,6347.3317233799635,657.3782170752834,0.1540851133795815,5,High School,Own,Personal,0
35.41895921154276,18655.590557134637,1.0549904009378481,6922.386974776043,727.1827216398697,0.10474711561920286,4,Bachelor,Mortgage,Home Improvement,0
61.36669141945589,44941.50925887011,1.7848342685758702,6858.727402901901,559.402846516512,0.24515238628223202,3,High School,Own,Debt Consolidation,0
46.53502849781544,29329.89727752774,0.6682047779530814,47748.679909420236,817.433281571246,0.3654792866450709,2,Bachelor,Mortgage,Business,0
46.6257366818784,12512.14594870786,3.741551530157259,13910.33119537847,610.9650217028747,0.33992970095874014,2,Bachelor,Mortgage,Business,0
39.35546318992364,16313.960901019425,7.951880879667702,2628.7713853990404,700.9089950960738,0.5534593123235775,4,Master,Mortgage,Business,0
36.66485272577147,26539.34458294118,0.25601871106692287,6663.819125984443,582.1945387415496,0.0752243188830533,2,PhD,Other,Personal,0
18.0,13999.06904406126,0.03604294326354189,7951.326440556751,799.1613849772588,0.26357440478656213,5,Bachelor,Mortgage,Home Improvement,0
28.21019653536868,15326.367338924561,3.1191719328308993,3340.732713559065,680.3359710285986,0.16035510488558916,3,Bachelor,Mortgage,Business,0
30.194255867975254,43151.81823153958,0.42302955126837827,1946.2031174537594,850.0,0.5996868317744896,1,High School,Rent,Debt Consolidation,0
18.0,16208.842177807552,0.8712711660886845,13048.790225534554,767.9072011284753,0.12362890790342633,3,High School,Mortgage,Business,0
23.425842097845663,35501.612892205754,1.002513828061635,4256.887776663795,733.703289369244,0.14612445115331238,3,Bachelor,Rent,Debt Consolidation,0
18.0,41260.52846725006,4.968199284634952,22004.83090548915,554.4882957270714,0.10050369190449479,1,Bachelor,Own,Personal,1
34.61676164302627,15264.252785036952,2.1507969472830433,8156.378564565874,658.3854113950356,0.12511578512928062,2,High School,Own,Business,0
43.18765970848816,14115.35825783911,0.08291416375544661,5544.628741443198,618.3322682753429,0.385453239731802,1,Master,Own,Home Improvement,0
46.067745186243286,19185.95839293104,0.02984201468665009,1172.1712531335468,652.6227258439209,0.23503998810239826,5,High School,Rent,Business,0
39.14784462079241,12780.631497532204,0.4452076378176064,21544.035444453017,664.7720778001826,0.12268403917510105,4,Bachelor,Mortgage,Debt Consolidation,0
25.36603658801431,23400.599934681046,0.765955531282028,10247.832165160904,559.9302530101343,0.21073120380289762,3,High School,Rent,Home Improvement,0
18.0,19874.12759709403,1.325328422971095,5661.500403053609,634.3437539659888,0.07261700122286276,7,PhD,Rent,Business,0
18.0,26378.116051778306,3.6383363054024933,3974.94778016145,640.3611169004321,0.24705165898079062,3,Bachelor,Own,Debt Consolidation,0
22.310174227455015,44288.11909675126,0.7561408530410675,29122.692702795164,548.9771591112849,0.14282838149902696,1,High School,Own,Debt Consolidation,0
26.111403019643255,33148.16005272749,0.9449324194885985,3458.6175613278147,730.0417183302193,0.42123449709769645,1,High School,Own,Personal,0
33.40251502008413,28130.78726344885,0.798979780690489,6033.4968676744365,672.2485213276346,0.31451805976817404,6,PhD,Rent,Personal,0
24.85835781873032,10000.0,0.018011532975626174,12782.036702740266,731.3253209918128,0.25976584232311395,4,Bachelor,Rent,Debt Consolidation,0
38.38975893668261,27493.035335490662,6.211162990933057,25864.15499341815,698.7218540285099,0.05546255117421531,2,Bachelor,Own,Business,0
32.677264972005275,52120.51073229764,0.2993119884730665,6815.428610457327,478.63745111214723,0.479904393562367,5,Master,Own,Business,0
35.10545711741025,10000.0,0.6784209031939042,4501.412073353792,566.6694844080752,0.39814765737786356,5,Bachelor,Rent,Business,0
46.40250552671205,31091.54733914857,0.2769231712330081,7439.869840783396,815.3211314968561,0.20012135182459004,3,High School,Own,Debt Consolidation,0
23.1976826579963,20339.512720847768,1.348820265728226,16706.890704969355,728.508910075326,0.16772008842992775,5,High School,Mortgage,Home Improvement,0
39.18704578292368,14401.713888097273,5.3813868585497255,20000.567121529188,487.8360764818606,0.11896169097523947,2,Bachelor,Mortgage,Debt Consolidation,0
34.86026771523927,32878.173329541925,0.21227878808857994,2696.9389342031723,697.0011032528487,0.418515088866983,2,Bachelor,Own,Personal,0
31.66513719030305,51784.85185786227,1.1628428570590101,8883.510605356465,566.8085078719264,0.31298499060621826,3,Bachelor,Own,Debt Consolidation,0
43.8525632086596,32455.18080572835,0.04525792060422264,2572.382195375528,440.35105117496363,0.6660052464358428,6,Master,Own,Medical,0
43.79014154557007,18295.38322784064,2.947177852140549,16438.373641192535,815.7209001881984,0.29595608314745964,4,Bachelor,Mortgage,Personal,0
25.53509204011572,13742.727963320496,2.050126030632514,11360.606960468323,657.532581794691,0.3893934029209859,4,Bachelor,Rent,Business,0
33.17839416142076,23678.2886584388,2.4059377082862263,3877.9094863523096,671.6978380980379,0.48884481387592377,3,PhD,Rent,Medical,0
37.812116825840654,34084.04435159351,1.2785924908552788,27648.215224956002,524.3228882494644,0.6504070128324674,5,High School,Mortgage,Home Improvement,0
32.26993251977416,18150.86481710393,4.76397165394239,10593.657839469424,534.6862503668812,0.3475404913747286,4,Bachelor,Mortgage,Debt Consolidation,0
40.850213322877984,19049.73565679038,1.0537658799749383,9702.646713875412,490.8362804600009,0.020680271993288247,4,Bachelor,Mortgage,Business,0
37.811920179102756,90309.6974325979,1.4434434428141485,7021.350195894417,791.6976081693597,0.4044073483750437,2,High School,Mortgage,Medical,0
53.32561240356013,37772.09845650657,2.376784444013358,8051.145452550082,485.6671355662754,0.38093800188758026,3,Bachelor,Mortgage,Home Improvement,0
19.697208640702122,39146.423332392114,1.470275720017362,5971.861691292066,811.678496832076,0.11048089084027514,4,High School,Other,Debt Consolidation,0
33.775640102526026,10613.234583947216,0.41980235945641825,4478.454118502982,551.323624516662,0.17400843649521153,5,Bachelor,Mortgage,Debt Consolidation,0
25.91497488487809,15466.097670948628,0.7627276373465645,21661.775099538652,527.2120746560174,0.24714898806424326,3,High School,Mortgage,Personal,0
41.04107455439044,22864.501174254772,0.19367051419284637,5463.287142125308,644.4627663026882,0.15934708230065261,3,Bachelor,Mortgage,Debt Consolidation,0
18.828281099544554,13352.130258952122,1.133429089449651,5318.111668598396,581.5790628317336,0.14266675922062486,3,PhD,Own,Business,0
38.46312710224887,49030.54005858735,1.8801020354997864,7306.829428038186,659.7295538406075,0.5686421674380066,4,Master,Own,Medical,1
28.69951568651659,44585.15135413087,0.2523284947938145,25326.627324515095,562.284347260652,0.11917802679363391,2,Bachelor,Mortgage,Debt Consolidation,0
27.65838133878986,16868.906113271965,1.991680696904045,20028.924143443037,618.6517250287567,0.2027040373450704,4,Bachelor,Own,Debt Consolidation,0
20.535017964593127,53742.494729658814,4.467464404647277,5908.346577549667,574.1606826210666,0.09407228054988354,3,Bachelor,Rent,Debt Consolidation,0
30.34924053798994,21979.68620877942,0.8241449766510037,21621.17290068014,736.1225723466313,0.10391856652035265,1,Bachelor,Mortgage,Business,0
45.84500530290926,80394.00266730109,0.5021425916712402,8835.174507011092,701.2622991390475,0.30884347196975065,1,High School,Own,Medical,0
34.7481131647052,23678.981219861205,4.469966235091542,4126.809154768537,674.7719221439036,0.16538016374385983,2,Master,Rent,Debt Consolidation,0
41.27680417874475,29380.791079969767,2.3549554125733048,5536.382131711557,755.3547422901172,0.14233938547619462,2,High School,Mortgage,Home Improvement,0
51.64641821966275,44353.71370724433,0.22274570284197132,24309.028302940147,676.3179524321323,0.2981582791135366,4,Bachelor,Other,Business,0
37.63755584822576,41723.36968480101,1.0488755403874597,42884.94928554849,667.8799421929552,0.3850611438756527,3,Master,Rent,Business,0
29.412004279376593,28434.71489298392,2.2422655625306547,10465.646465228117,638.0046274815359,0.3334640503408029,3,High School,Own,Home Improvement,0
39.6725221518279,20525.63435457935,1.7084349078535657,5150.094127388568,578.3751851801092,0.38952614465616475,5,Bachelor,Own,Medical,0
29.557038536857082,28483.104046867425,1.927535893264848,7332.457655002501,578.5957644563869,0.3319320059005633,6,High School,Mortgage,Debt Consolidation,0
29.955773167028305,14645.785795628244,1.6746595595926856,4403.014304018993,664.7120840845577,0.5151706373307876,4,PhD,Own,Debt Consolidation,0
19.80107200381015,23767.321250031353,3.199582832744237,4947.26064269588,751.7906792301055,0.16498306801085796,2,Bachelor,Own,Debt Consolidation,0
44.262574910843924,12649.16183364994,0.7725811113046314,4573.169378388537,707.0363743969945,0.5749387273619798,3,Master,Own,Debt Consolidation,0
31.139974243505606,10000.0,2.465172229613732,7604.724683508545,706.4618161770552,0.2774664228903522,2,Master,Own,Personal,0
36.82098245815862,22588.887980578438,9.438793667405049,8924.4040308765,539.3843870763427,0.5707797471518645,3,High School,Mortgage,Business,0
24.640380713933606,41404.25553932879,0.9884577556576335,7197.370913766482,702.2831862566667,0.5820517952307283,2,Master,Own,Home Improvement,0
39.35947629715472,34992.96501853529,3.131304447719767,6788.203819742251,610.079254094925,0.29625851594564273,2,High School,Rent,Personal,0
27.380587618649162,21142.570626233668,0.565015596616534,14889.228317850684,667.5736626587503,0.3492754220055027,2,Master,Rent,Debt Consolidation,0
33.58291278298176,52759.27414644588,0.6622837310448497,6745.51325613992,705.2014869828726,0.6117269524976007,4,Master,Mortgage,Medical,0
43.77826031239126,16571.991736861815,5.46255191125415,7100.974815005492,534.3792800146239,0.23354070686733824,4,PhD,Mortgage,Debt Consolidation,0
42.907593122325295,10000.0,0.05256137613978002,7035.695188237917,665.740371548979,0.20425028346515522,6,High School,Rent,Home Improvement,0
34.7796992748306,10000.0,0.4903370217200307,27851.16808150062,673.6262333666762,0.2363826059220263,5,Master,Rent,Debt Consolidation,0
18.0,12202.602525113798,1.3191180541831165,5469.969393922491,749.8634763526669,0.044659200681951144,4,Bachelor,Mortgage,Debt Consolidation,0
64.92810570060641,33133.90547322744,1.0278194885743483,13056.441409270587,598.3124540029592,0.061485296062442844,1,PhD,Mortgage,Debt Consolidation,0
52.45858970273136,16036.11521111857,1.9840216352971545,4452.842097319317,643.8785672163145,0.21143005672118317,7,Bachelor,Other,Business,0
42.226748248882984,27735.801232437567,0.4281744933340823,10720.958737994843,666.9964282036118,0.4635209433386529,1,Bachelor,Rent,Debt Consolidation,0
27.467962184090293,50168.453499153926,0.1463180852379751,12543.859643968219,598.3214069363983,0.6243512188701253,3,High School,Rent,Debt Consolidation,0
33.86407838298035,12707.549170369064,0.9219558405316889,19291.2601322909,596.4952245501319,0.1726365138927521,4,PhD,Mortgage,Home Improvement,0
29.56579570223483,27980.129202941964,1.486168020804062,5958.568010916204,592.6357440043442,0.3568396621868381,2,PhD,Rent,Medical,0
47.638559390963884,28838.931351551204,1.6510811257445506,3323.6868679048307,637.2276967007958,0.13069301157726254,1,High School,Mortgage,Debt Consolidation,0
37.62502890851834,14323.130196426595,1.8400630575895274,4327.78759071716,824.708721858461,0.09863705965704811,3,PhD,Rent,Home Improvement,0
27.15836141640167,43351.88491691877,1.5910775302130307,17529.37384999675,640.79245738875,0.31620370005973253,3,High School,Own,Business,0
30.29244900875218,19075.240653102977,0.5640680282001866,42847.4447577227,698.753999326079,0.6290714195702025,2,Master,Rent,Personal,0
46.21188142569905,18180.838877496142,2.8925111618087596,15796.800991296463,653.1592885976245,0.25239317317776816,4,Bachelor,Mortgage,Debt Consolidation,0
51.00097846820478,63310.50874036325,0.18374875370844818,2952.148402095406,619.2473564863341,0.7053543470354341,3,PhD,Mortgage,Debt Consolidation,0
50.283315634862454,28606.332007983194,0.4421760296356915,15375.372267320796,647.5802297967593,0.4867425317219077,2,High School,Rent,Debt Consolidation,0
42.57032065053978,34983.971374353474,2.6893684637856006,3808.410262780581,726.9345610310111,0.1648367715360944,2,High School,Rent,Home Improvement,0
32.47375131197363,43366.670566563196,0.6562475399916745,6128.3811420438515,644.6532564261206,0.279077570213844,3,Bachelor,Own,Medical,0
18.0,15910.952702435605,1.3603570430870038,9412.415187959825,633.9065470671245,0.3564826114439088,5,Master,Own,Business,0
37.97160023808222,41147.174837635335,0.7926076250087231,10767.58040605201,626.5226633555143,0.18983893145098746,2,Bachelor,Rent,Business,0
34.981712411558995,17137.990458799934,1.4144159907065192,8538.611414572946,550.6519859698725,0.06248315899406466,4,Bachelor,Rent,Business,0
36.399820963213536,16775.72710281847,0.8513023656607626,5009.59464868897,754.0090157189104,0.14466106966303977,0,High School,Mortgage,Debt Consolidation,0
35.53897347033207,19225.638654958697,10.302551762320652,18919.844272648566,605.3063929133633,0.24312249627591925,3,Bachelor,Other,Home Improvement,0
21.73737838050843,16138.573943959414,0.8847071648892859,5313.185690635718,796.9409529683265,0.20173430933958206,2,PhD,Other,Debt Consolidation,0
40.574085568511855,33225.675562391574,1.972618708872349,22106.12937394614,674.4705997389522,0.11613772304696823,1,Bachelor,Own,Business,0
41.3221631403185,25174.965006415965,4.384651112038982,2731.1992771281757,790.5885389179149,0.24270790101420112,1,Master,Mortgage,Medical,0
41.823387820596594,17229.66338369817,2.031863019399467,9627.937174159983,630.0057309775875,0.09789222554017316,2,Master,Own,Debt Consolidation,0
44.46577003573387,30861.1230362095,1.6687637873636323,3038.378395098372,576.6822424074334,0.27198455467562704,3,Bachelor,Mortgage,Personal,0
41.040516449216234,19195.070520101228,1.684359416532573,4157.768929678636,754.3227688893244,0.2915246137558293,2,Bachelor,Rent,Personal,0
30.899705884610892,18694.129345638,1.3721870758762635,5375.4105574124915,593.8985783912215,0.23269498474074762,2,Bachelor,Mortgage,Personal,0
34.2916315208391,22569.211703233163,3.2961537642721743,27350.343406968634,778.5536818680325,0.2757695207602581,2,Bachelor,Own,Debt Consolidation,1
35.911248672533766,27770.51645827337,0.10347958465612174,23073.031175259566,707.8713749836536,0.2923687505520078,0,Master,Other,Home Improvement,0
36.07699449106619,26766.966814277464,4.327906846609073,16307.803426291397,796.4462512237764,0.4007351373170208,5,High School,Own,Debt Consolidation,0
44.982176559717296,18368.185696905515,1.7651908007747306,8321.756257437448,552.3528201548901,0.4479727249895356,1,High School,Mortgage,Home Improvement,0
41.43668753022491,33642.84235132085,3.7792724001931677,9418.651076539865,745.6510881287227,0.2347322708227724,4,High School,Own,Personal,0
55.77343439569953,19708.45330490702,0.020894167568256756,22318.770491352065,575.7252831949797,0.413378758930935,6,High School,Rent,Debt Consolidation,0
57.06468979884672,15875.11004484554,4.069340277550547,14200.667208014826,410.3575049722441,0.5903803300309108,1,Bachelor,Own,Personal,0
35.79649582613925,10572.263244937125,0.25597931101879245,8220.66790744683,739.5916698232606,0.3173514259967972,4,Bachelor,Own,Debt Consolidation,0
18.0,36011.34261670463,2.5546503750401643,26617.848447295564,649.3598063503897,0.03935063917585218,1,High School,Rent,Debt Consolidation,0
47.368324661272666,22163.344135049007,1.0774949819489879,15547.010198541062,746.2414054170193,0.4474581486976725,4,PhD,Rent,Home Improvement,0
29.596236610129456,24475.702732777292,2.2855822665831225,9837.293414133574,659.2012991350999,0.5368194101007955,4,High School,Own,Debt Consolidation,0
26.98516078168993,37156.77706427368,1.9787432046945383,5612.876295664829,652.1475215762486,0.19694928075469126,4,Master,Mortgage,Debt Consolidation,0
31.01554725010633,17349.116887108547,0.35681018528483993,5221.84568229243,799.7703468671258,0.38374940611306496,5,High School,Rent,Home Improvement,0
30.533569531853935,11078.929894993842,1.4456206860175669,6192.286699767895,661.8293554368458,0.14164966338964255,2,High School,Rent,Debt Consolidation,0
41.12269810105393,22808.541023925096,0.6493297621577139,11679.526411617226,602.4499765722246,0.6684579195005452,4,Master,Rent,Home Improvement,0
19.405642208737746,25693.177688215088,1.6439477398025075,15813.61019152889,641.1624884307706,0.5181992315029201,1,Bachelor,Own,Debt Consolidation,0
24.222792542083983,19313.80621188563,2.678846612071193,2551.831265027655,665.7638553425497,0.11026293694483243,3,Bachelor,Mortgage,Personal,0
38.431585541974165,46021.72235138011,0.16950077445112618,1707.389812491612,365.53468795675457,0.08517748800578735,2,Bachelor,Mortgage,Personal,0
41.22944030413308,10000.0,1.4503592644500207,3785.026452907649,699.1105163137718,0.20556055137138748,3,Master,Own,Debt Consolidation,0
41.41541644936012,38562.21997179331,1.9227321680212757,5848.02168366459,785.8904534462064,0.5821778580401252,2,Bachelor,Own,Business,0
27.12963721066701,32714.602772899325,0.7001576456472216,21094.29197859574,645.1011211791483,0.3479574208149014,1,Bachelor,Own,Business,0
25.2173435073376,27677.785110623387,6.115363564120949,6474.75122910002,607.9242341253904,0.1844391682109765,3,Master,Rent,Personal,0
29.93365166212081,10000.0,1.4692005212907469,9934.99527284464,688.7767518669391,0.618786632629443,4,Bachelor,Own,Medical,0
37.39872752284725,41854.07286095137,0.4030505628791133,11319.968958711692,824.3547390939692,0.41921672093172874,2,High School,Rent,Debt Consolidation,0
49.854773692725495,13184.312366052844,0.22810359981311182,3572.937308119518,696.9194862136383,0.400457750203679,1,Bachelor,Rent,Personal,0
18.0,17088.380537735888,1.5602860571528046,26053.59562539014,671.4373647649909,0.20482528946476533,2,High School,Own,Debt Consolidation,0
32.79271243041634,20225.585030304246,0.9407702236080823,4760.725212634738,610.9420751328686,0.16831857612014123,2,High School,Mortgage,Debt Consolidation,0
21.67321558974796,27003.155737572706,0.4277411019921651,28221.324660003796,543.0503595280128,0.3808233497218531,3,High School,Own,Business,0
18.477573226465104,30324.58416473913,0.0623591126870624,7325.078853637463,652.3407582940699,0.37898950194898445,1,High School,Mortgage,Debt Consolidation,0
44.66956645344817,34420.93649124521,1.6721887491085679,6185.711792712629,654.1576760620142,0.550480589662348,2,High School,Mortgage,Debt Consolidation,0
40.446245744993384,33121.130952715794,1.8255948652783227,3332.13544784731,456.7902733613744,0.14276183606978193,4,PhD,Mortgage,Business,0
39.49433515947262,24995.812807096478,0.30584227480563736,9488.428029666751,577.3216353892474,0.45328836146041485,3,Bachelor,Rent,Medical,0
44.210258397309936,27118.22607032667,1.8412906475758988,49192.96553015063,765.8861261760819,0.38659564580501754,3,PhD,Mortgage,Debt Consolidation,0
30.20281103233864,12767.05293552002,6.071973637691303,11280.948769899214,624.1930423553378,0.45691590966255013,4,Bachelor,Rent,Medical,0
30.673624836664718,15130.783600087425,7.660481468552479,10060.27216596982,404.4174268236057,0.07926895857870671,7,Bachelor,Own,Debt Consolidation,0
56.857306167225744,34466.05176782934,4.387334681647829,4753.88329761877,810.1175347404544,0.15742082274581232,6,Bachelor,Own,Business,0
32.534289457404256,33476.69296745499,3.2909446551530324,13011.47577394618,560.8490922336081,0.30096359513206894,1,High School,Own,Personal,0
42.35132113054091,31631.214359819845,0.4698448936475251,9192.049877487829,602.9732704592811,0.18924452108090473,9,PhD,Rent,Debt Consolidation,0
35.06381540963315,17031.01919961745,0.34023707286882554,7705.8296609123345,756.2254121768557,0.3158391189996325,3,High School,Rent,Debt Consolidation,0
18.0,34726.07296175583,1.1773855187908309,12038.147290105662,575.7926550367737,0.21017957546055444,2,High School,Mortgage,Medical,0
18.0,12324.910950334768,1.9332308400694351,1895.6616589008775,453.0039431813631,0.2524193577640001,8,High School,Mortgage,Debt Consolidation,0
29.210157800600953,37747.70299197409,3.8033096234875945,7476.951288131314,671.7565529964395,0.2141064996099959,1,Bachelor,Other,Home Improvement,0
45.56101251669989,19332.919575748623,0.5278348469451494,3109.999125255889,729.684215474668,0.21619955056608822,4,Bachelor,Own,Business,0
42.88291656636004,51127.87892086908,1.3064991643224064,8292.599741419472,603.0889401844859,0.03509119927423477,4,Bachelor,Mortgage,Business,0
44.14077164224034,10293.613712077433,2.0850702894684523,4539.810270363545,637.7156186708256,0.3397908581217999,1,Bachelor,Mortgage,Personal,0
25.129538210636845,53194.06042548065,1.1797154925465083,4794.995839061429,532.0203758458592,0.29617136117184806,4,High School,Mortgage,Home Improvement,0
51.15872490122314,18384.585270017888,1.210982172181311,2788.466197845671,550.4536418474216,0.13462156422710606,4,Master,Mortgage,Debt Consolidation,0
25.351066998136154,18219.730367497974,0.5100868731546417,19782.08436442922,617.8322700103113,0.03610977811954305,7,High School,Other,Personal,0
37.12824398669969,24280.271071187333,8.634112150418012,4711.694088298344,714.8612229063066,0.5193464236440731,3,High School,Other,Home Improvement,0
34.89647710092263,15544.474915973582,1.2894504860978988,4917.763343256514,659.7774742996465,0.611550714877024,1,Bachelor,Own,Home Improvement,0
33.261261796854136,21244.121469429756,1.52174718899508,27570.23580501536,752.004929909856,0.36086691954556166,2,PhD,Own,Medical,0
48.38592138295607,15232.504344948215,0.4932320011359405,12763.769724393584,815.3610975097936,0.42746907328607536,2,Bachelor,Mortgage,Debt Consolidation,0
27.948894798340394,15513.536347140596,1.4436560161952947,1591.2714179216773,738.6572170147981,0.45272014162714364,1,Bachelor,Rent,Personal,0
21.50394744288072,28097.69926137313,0.5896807536010314,24545.606045261524,491.0036558085982,0.4641984405923998,0,Master,Other,Medical,0
35.199954862064196,14033.705521155945,0.45213627596215195,30282.11379364466,621.6221964232204,0.2671731827202958,1,Master,Own,Home Improvement,0
31.001732657134735,15001.46110735022,0.6451606577396032,28099.32603754152,737.6995651271576,0.4997682591795422,3,Bachelor,Own,Home Improvement,0
68.77382919082646,11087.840929334605,0.0055269267105275705,13829.391075049545,638.0455054309374,0.2394126864899408,7,High School,Mortgage,Debt Consolidation,0
41.76507476439975,17120.548025511176,1.6886431106357664,3356.4266568336116,488.065913081041,0.08342616901217312,2,PhD,Rent,Debt Consolidation,0
30.906594247813757,42438.065719449245,0.9803473861034453,7790.182718592171,594.8021078869168,0.3829361851035665,3,Master,Rent,Debt Consolidation,0
24.438884308129133,14429.545868792238,4.57912094945383,2543.3661997278987,422.75482829024065,0.18466308798997225,3,PhD,Mortgage,Home Improvement,0
18.0,15278.216999635977,0.08311781030384305,4052.896767230281,622.2504375622351,0.20636565408577484,3,Bachelor,Mortgage,Home Improvement,0
24.74780914262567,24269.142665746276,0.0883224204507147,3331.875443981678,581.5078725504037,0.2973584366846771,3,High School,Mortgage,Business,0
36.14941771759132,18299.00165738716,4.340895896733611,4906.79194642566,613.9354078971982,0.4263105083657557,5,PhD,Own,Business,0
49.273286515947696,67109.25330625175,0.2708255047262062,9238.761438226978,768.1475171410802,0.47649481599668664,3,High School,Rent,Medical,0
46.21689142387919,20307.306322950375,0.004324881028170645,5676.388265231316,516.8598643660339,0.3217404266550698,5,High School,Mortgage,Debt Consolidation,0
37.2909483164638,26045.731430166354,0.3942545174546631,5484.661163943135,578.1784168781717,0.37720149819165016,3,High School,Mortgage,Debt Consolidation,0
31.768323342975155,35308.6901460766,3.473135961475761,6420.712964774701,535.8237572484056,0.13490949771282534,4,High School,Rent,Personal,0
37.68812356412154,34971.507339989024,3.2462024917928067,26891.83918773474,757.1336079541278,0.27505295902398064,3,High School,Rent,Debt Consolidation,0
29.81362002515424,24751.559863003822,0.8314315669761259,45752.62297653508,763.123722000501,0.3071020840339777,4,High School,Own,Debt Consolidation,0
52.18363995763876,20321.531270573974,2.2054268773572914,5650.182113758442,686.0075265877572,0.4320422783265149,1,PhD,Own,Debt Consolidation,0
33.1080981872492,60597.82426467153,1.4155054780180047,10602.651199607208,680.8289602638193,0.13970206185044579,8,Bachelor,Own,Home Improvement,0
34.13662141753273,20954.7339147577,4.702185380942439,4133.904463177363,529.9661774506283,0.49915488427900523,5,High School,Mortgage,Business,0
18.0,17661.721468164607,0.11615562065358126,14974.75472500949,669.9188986811674,0.0653415197581474,2,Master,Rent,Personal,0
33.04565153477236,15947.789445555562,3.355210057793672,5534.9618380504635,537.8089586481464,0.4000845892134881,4,Master,Rent,Medical,0
43.36484137964941,10000.0,0.3741022538239836,4587.617520251241,654.1193954186277,0.2775843947234762,3,High School,Mortgage,Debt Consolidation,0
24.32277422961455,33216.69454030306,0.9939141347306911,40185.83352614506,615.665149890082,0.2469753129418588,3,Bachelor,Mortgage,Debt Consolidation,0
27.49279665507187,10000.0,0.4262803829291726,2738.442495890936,590.5833117019929,0.11705692937522041,3,Bachelor,Own,Debt Consolidation,0
42.927110177336644,21963.528902484006,2.4254513960536332,1138.8088380854222,652.8302359059977,0.5217999901244949,5,Master,Rent,Business,0
20.233427764819467,19881.99212856303,2.2684344548990056,14586.681960669932,717.7261900818642,0.2619085651259482,4,Bachelor,Rent,Medical,0
45.578010075419186,67506.73138533824,1.5876931597873452,6038.417608382043,827.5456918100043,0.15844328957673565,6,High School,Mortgage,Debt Consolidation,0
29.67856109826898,10000.0,2.3957365286965047,4832.903653905688,705.0984937644889,0.29178039416369117,2,Master,Rent,Debt Consolidation,0
31.11431779508797,14036.949143669095,2.040886069900101,72065.2473156362,850.0,0.1671297438496514,1,Bachelor,Own,Medical,0
23.76121594874406,20577.463903235832,2.996169279693748,14533.058908762701,670.0925037023552,0.38330168786621666,4,Master,Rent,Personal,0
38.78046260427883,19955.006261532413,0.5473128566410383,7732.509413832655,828.3887329918824,0.27664792440835556,2,Master,Mortgage,Business,0
59.598719850293804,16734.499479525824,1.1204260848052603,4599.278343020409,693.5584087660947,0.17010315691864328,4,Master,Other,Medical,0
42.81497239460632,21152.34483641085,0.32886865329284226,11575.317160628936,673.9789581761603,0.14200041454227197,4,High School,Mortgage,Debt Consolidation,0
26.35714738059464,11733.680206852612,1.1228122540435581,2025.7958134694811,633.1772004624938,0.10212182134418069,7,PhD,Mortgage,Personal,0
46.35620585491476,26333.480713944853,2.419255871767547,5362.142255889939,679.9100957702108,0.280353609656552,2,High School,Rent,Debt Consolidation,0
31.833204540657505,10000.0,2.351361393018271,7866.124843613995,693.1578498923164,0.45045028022105915,1,High School,Rent,Debt Consolidation,0
48.7448498142756,21744.482410569453,2.471800221145125,9612.248651249525,508.2547206147382,0.3368906273211789,2,Master,Mortgage,Home Improvement,0
43.06676402164363,16314.697259071383,0.738558168722592,7230.438262710659,720.0054053827489,0.1415268428886276,4,Master,Mortgage,Business,0
18.0,36612.46266414127,2.1706852850366443,4653.761075146834,501.6006187336498,0.012852432473749998,5,Bachelor,Rent,Debt Consolidation,0
24.959203670449725,52979.24623191367,0.9160436202728336,16924.705824879235,720.1171353673167,0.40486958069229817,5,High School,Mortgage,Home Improvement,0
44.4438522283539,18666.279049436565,5.782457910151222,2161.7581947777835,709.8953431116956,0.2214039933693625,3,High School,Mortgage,Debt Consolidation,0
36.516572721450174,44150.651594287905,0.8412581011090876,6487.684084864839,792.1247525758151,0.2894160559944353,6,PhD,Rent,Medical,0
24.762440522921494,18806.1995862743,1.8477298578651673,5354.301578234101,563.7897512079206,0.16938986072628828,3,High School,Own,Business,0
28.66410484506187,13587.92403181023,2.773754775631266,18205.41725290641,551.2897401940991,0.25345631470025687,1,Bachelor,Other,Medical,0
18.0,52730.63189734235,4.737608537176188,5613.296989409579,760.7258549931239,0.45125482206878326,1,Bachelor,Mortgage,Debt Consolidation,0
34.11626712473604,28577.8786105757,1.1522527940795242,11500.328111991497,542.516074271349,0.25018342356915296,5,Master,Other,Debt Consolidation,0
57.106897260157645,22075.40255967836,0.8940907432342354,10577.003443866235,532.6766692048545,0.15332987836529938,2,Bachelor,Mortgage,Debt Consolidation,0
43.04933390732326,31057.286743212437,1.1243366995104869,1866.6587114340741,670.8617909402607,0.40913562513538737,6,Bachelor,Rent,Medical,0
56.90417001188423,25263.287087002787,0.7822262393883852,7688.508512070318,645.3308457042008,0.2623994252742045,2,High School,Rent,Debt Consolidation,1
43.8239708978998,21277.177449973635,2.122196581869857,2009.841902687352,665.5355335533566,0.32669181969025335,2,Master,Mortgage,Debt Consolidation,0
45.274793433526916,11347.838750800714,5.397688334197401,10732.461091159093,703.7726701048498,0.4854821315096439,3,Bachelor,Rent,Business,0
54.74078687745023,19239.709616713004,0.26951229949969624,4517.629881581683,704.331030797529,0.3563801180658039,3,High School,Rent,Medical,1
38.772632593422266,30080.358966798954,1.6461567053320174,20938.30763592334,642.2127139696601,0.5830942374658333,3,PhD,Own,Home Improvement,0
33.1277267849312,20715.019319752104,4.558689026436887,7012.051005869727,654.8153286523616,0.5738145675009392,4,Master,Mortgage,Business,1
45.326575166220124,34584.56905734747,0.21097559119518736,4376.282760588925,643.3014731040429,0.050968101122784576,2,Bachelor,Own,Business,0
49.53840237121885,26684.21609068181,1.3619053168698794,21160.406423678105,653.5274358147669,0.20023032771370539,2,Bachelor,Own,Debt Consolidation,0
30.20035357287791,14199.071312994432,4.0083653169405675,4033.895721314915,511.2551095994852,0.15695172289488102,1,Master,Rent,Debt Consolidation,1
27.784309176599706,11389.122601076264,4.614234931632997,16576.744345729247,725.6389960080246,0.5838611883893702,4,High School,Mortgage,Debt Consolidation,0
36.3885603243088,20361.69563858738,1.4445430583302947,11778.403706230894,754.9033378988638,0.288570264613365,2,High School,Mortgage,Home Improvement,0
43.31498866931662,16947.672300051076,0.050536919876090415,6049.03903924324,713.7429221669286,0.08920220976333207,4,Bachelor,Rent,Debt Consolidation,0
42.98091048661561,26060.10565089427,0.22329196337265725,2782.813528725285,706.0503235833618,0.2501332447087533,2,Bachelor,Mortgage,Debt Consolidation,0
20.75832399812401,15381.660015436528,1.7672441484661259,21880.038878999443,550.9398849550635,0.2974871805974078,3,PhD,Other,Home Improvement,0
54.11606067063322,16192.506251366656,0.26445558585439327,12092.869324984087,508.4742075000813,0.3572234663782055,4,High School,Other,Personal,0
28.588350706031495,37292.028095090056,0.32366839128367364,4369.664813326101,733.0892777654481,0.7029129222554457,3,High School,Mortgage,Business,0
32.349350031114206,23720.655421173262,2.9578467374444193,9854.510495473043,652.8568439468946,0.21596393922920729,2,High School,Mortgage,Personal,0
25.973456400121805,15500.638061007341,2.778132868136572,18122.862087741243,666.9532383128002,0.3321876151138088,0,Master,Rent,Debt Consolidation,0
61.983288359370874,22221.618589833106,3.700126255803651,8862.773541004364,671.4491619547421,0.2586296149417343,4,Bachelor,Own,Personal,0
37.42070670287967,43890.607389949415,0.2235065595940517,9805.699391001972,675.7052765897236,0.36414316365863736,3,Master,Mortgage,Debt Consolidation,0
26.49024919318435,25511.722825041477,0.44165467436281786,18501.42425839276,714.6540734521737,0.10200569512824309,4,PhD,Own,Debt Consolidation,0
43.63923549962446,29628.007868587065,3.579061068604108,27717.24937384469,640.4571728420326,0.20956732432467481,5,Bachelor,Own,Business,0
42.69135779310033,15121.64940984048,2.553715112283273,7363.721039861648,459.4906524827733,0.12324347491578794,2,High School,Other,Home Improvement,1
33.12272976420116,36798.40160501211,3.279342000538992,2779.5538487305607,718.840551424888,0.21077090660042602,3,Master,Rent,Debt Consolidation,0
43.406067127833836,70196.31741989806,9.160111404390335,2858.176031496735,707.7546626413355,0.47480556424204723,3,High School,Mortgage,Business,0
26.747080391691355,14827.90531570722,3.996558028776391,4662.027646359146,520.5355437869234,0.11839724454665469,3,Bachelor,Mortgage,Home Improvement,0
30.070817250507478,12198.313858060617,1.4698694940635912,3835.621569884376,533.3953256714681,0.11263306330615927,1,PhD,Rent,Medical,0
18.0,24047.134526246373,0.7443552257651685,2109.117480141137,738.2991273269362,0.5125403070091409,3,Bachelor,Rent,Debt Consolidation,0
21.760489157804372,34123.873635431846,1.6864364575066886,35534.52373626583,761.9073621927715,0.04921532881126686,3,Bachelor,Rent,Medical,0
53.07630805670686,21042.61958253447,2.035465371568979,12363.19768365267,383.63593688397617,0.14474707567102105,2,PhD,Mortgage,Personal,0
51.41428627722314,13009.00126677889,0.8168754677497706,5329.229366349466,694.084305987948,0.09298923042610859,0,Bachelor,Mortgage,Debt Consolidation,0
35.65788648648962,20862.4864631567,2.947516735473452,7895.012627246844,627.9353649563398,0.607635035831526,3,PhD,Mortgage,Debt Consolidation,0
51.629314471898375,29704.27151159778,0.1946828265733165,1940.8488928757672,657.4164232079446,0.3538128610730614,3,Bachelor,Rent,Debt Consolidation,0
33.39925513391695,17970.451173949827,3.022743528346837,20452.440993377902,663.1277798757069,0.3660528662611039,1,High School,Mortgage,Debt Consolidation,0
32.56589697432092,29840.6700515862,0.06504332283897522,1703.281028577361,573.7857273062376,0.2828166204025096,2,Bachelor,Mortgage,Business,0
35.565106484655566,39432.885030996236,1.378175106902425,12185.746466899387,715.2670268502364,0.5706841175670458,5,Master,Mortgage,Personal,0
33.750784046764345,24837.63476926533,3.9528526222678577,1861.7315531474328,581.1850561293686,0.28555385741327577,3,Bachelor,Other,Personal,0
32.848036764398195,21720.811046740248,0.18093345938479585,5818.475261864653,724.7012807466732,0.47319300741143744,2,Master,Mortgage,Medical,0
46.43398107149552,33345.29502275099,1.4585393720538686,21898.011176377302,746.9029153855122,0.11401891904635494,5,Bachelor,Mortgage,Home Improvement,0
36.50135653956203,14356.3780560812,0.3472583440497236,2192.5890226574966,562.784101628711,0.5304071859014694,4,PhD,Rent,Debt Consolidation,0
42.124817644338044,13665.710390638662,4.504083410590256,7194.217661859848,565.2280637890831,0.2718915528818983,8,High School,Mortgage,Personal,0
45.31380525277331,19277.8848950992,3.571700252083722,13389.372049119514,661.3655536086407,0.46152245214381826,4,High School,Mortgage,Debt Consolidation,0
38.881857956547336,17224.02124665364,5.43369486585202,11746.793635821863,800.3656606376169,0.31876789243448694,2,Master,Mortgage,Home Improvement,0
25.297286740917613,14740.130399629343,4.15860056779587,8571.078072941533,590.7290975848317,0.4679814344488253,5,Bachelor,Mortgage,Debt Consolidation,0
21.47134111035961,55008.01811506214,2.667808491901987,12047.480258453443,609.6803535243107,0.19277121120297594,3,Master,Mortgage,Business,0
36.48780634807305,65250.99699905081,0.4088624372987472,4970.823678883369,682.107214220452,0.40965224543612444,5,Bachelor,Own,Personal,0
33.28743695175066,18456.049444033855,0.7205130307131759,38034.03456357208,715.6780422562872,0.4592586881314061,2,Bachelor,Rent,Debt Consolidation,1
35.87391428920122,23060.10794529177,1.3737543893671684,2233.903354910741,702.6967331029006,0.12293275086870374,2,Bachelor,Rent,Debt Consolidation,0
34.83945960751414,20051.887941409714,1.777821912298775,20530.2891763259,653.2293618677986,0.24962690543926935,6,Bachelor,Rent,Home Improvement,0
60.83573660166567,38320.85791677792,3.0482036663158074,9429.474327979739,619.4481025289451,0.2978653150862833,2,Bachelor,Mortgage,Debt Consolidation,0
21.697737443586618,42311.863255208074,0.5148480086323345,13275.657646266724,683.1822806652544,0.1312137236043775,1,Master,Own,Debt Consolidation,0
18.0,10000.0,0.27456803647109185,15300.439218607135,329.9430073436054,0.2402706034103096,2,High School,Rent,Home Improvement,0
38.3237683351961,27945.33054460921,1.3179173330858502,12638.498647652372,836.9253831068083,0.28895031554336914,2,Bachelor,Own,Personal,0
31.235774454118047,11459.671551373807,0.34357386868633905,4235.186278312984,631.4194082609017,0.07211439916223565,2,Bachelor,Mortgage,Personal,0
38.16067869729951,53057.74241113706,2.366620847235378,6444.512344864932,668.2297747862006,0.21780067160445557,1,Master,Rent,Debt Consolidation,0
40.83883022284001,27450.070496289012,1.714303320431576,2536.9764231435706,850.0,0.1571047536771297,1,Bachelor,Rent,Debt Consolidation,0
47.841046951788975,14593.408465989107,2.7026870172518733,6381.786923591838,575.8689105690314,0.3593443875086076,3,High School,Mortgage,Personal,0
19.927741796160618,19522.819790818037,0.13107603486613828,10488.295455350484,850.0,0.44081991064193354,2,Bachelor,Rent,Personal,0
29.43282102142837,19063.129788074002,6.687606416402932,13170.076722691107,723.9661090954029,0.2949812815037194,0,High School,Own,Personal,0
39.28761258880764,28639.90979469091,1.1073382130878915e-05,11082.776061599989,694.6539969482513,0.305078550212546,7,PhD,Own,Medical,0
42.704635956872266,37084.57159351654,0.7873964652944045,1990.0761968420811,714.389869484115,0.2512488432689248,4,Master,Own,Personal,0
56.934495502883856,12405.514295764408,2.2765873264244534,5168.102371863779,565.8515007646397,0.15410724556306588,3,Master,Rent,Home Improvement,0
44.55703971113867,55236.38979358697,0.09238543602107682,4770.471416747936,485.1043314339127,0.19774707642498127,1,PhD,Rent,Personal,0
34.432114041137226,49160.46654194278,0.17405820452822182,2840.8700884470977,531.9536318165411,0.21516667438435955,1,Bachelor,Mortgage,Medical,0
26.095642470573384,14219.054584117179,0.15956193118977685,4151.617428560731,758.7416473958821,0.3381480442215373,4,PhD,Rent,Debt Consolidation,0
29.35710147280981,22843.020410807207,1.7422032623776855,8111.380416647847,556.4428469855544,0.07311242594036044,3,High School,Mortgage,Personal,0
29.072971770428936,51813.409844789174,4.52529302587887,25110.235142970596,484.590163274366,0.10723804260994417,2,Bachelor,Rent,Business,0
41.552336285137606,40800.89487403027,1.6213269033074966,3780.26176657577,642.0683358245118,0.15608807947591855,4,Master,Rent,Home Improvement,0
37.56997445585831,18613.240940845837,1.8505184188185175,3284.2987965857965,707.4702330820446,0.1351079725711819,3,Bachelor,Mortgage,Business,0
21.76350429157821,33096.07278290647,0.8493009046219682,5016.170360155285,653.8651284869428,0.33445578899557454,3,Bachelor,Own,Medical,0
30.64098530909567,98577.5814285369,0.03783799927751123,10614.466456076485,710.6387030282596,0.07799422065324833,3,Bachelor,Own,Personal,0
43.77547553451421,23215.605698199266,0.04370347479053746,21568.006439662266,765.5013377560438,0.4629880513481414,4,Bachelor,Mortgage,Medical,0
38.516623549740586,16053.398878671647,4.384055604642425,7561.258124014758,707.1278582472106,0.15531420836249574,3,Bachelor,Mortgage,Business,0
40.6864461601277,24009.621529280863,0.21644574708481876,2548.593718881636,634.5947192232285,0.48290354957077436,4,Master,Mortgage,Debt Consolidation,0
38.82921710057263,24916.26414525025,16.930832247786977,3021.5757244957726,595.568232835345,0.199406172653217,1,Bachelor,Rent,Debt Consolidation,0
51.26430734608859,16945.060094850916,0.35926461975124724,9420.327288113593,727.0804615264781,0.1551184527815675,1,High School,Rent,Debt Consolidation,0
37.3604306382437,27468.976893897685,2.2456118818442072,17965.40989758745,677.5314333005066,0.04929532736544499,3,High School,Mortgage,Home Improvement,0
31.13977202129302,11764.00200531941,5.950113865382112,34634.083203468406,563.9233483005212,0.12668525743579723,2,PhD,Mortgage,Debt Consolidation,0
25.842449588664394,15791.594226968524,0.8997410233844494,3146.6048717948393,780.2182206487643,0.3173735595896791,5,Bachelor,Mortgage,Debt Consolidation,0
37.496094582097115,32180.706922913007,2.651777653646432,9061.767832725065,676.2163150483655,0.2504753311935184,3,High School,Mortgage,Debt Consolidation,0
18.0,10000.0,0.8642033965835295,3555.048447751029,715.2913476340109,0.044658883762941824,5,Bachelor,Mortgage,Business,0
33.15710998167288,34599.12930028006,0.7275172531967166,3948.53009003268,610.7981465334811,0.5447720429185858,4,Bachelor,Mortgage,Medical,0
32.94160140078656,10000.0,0.45080240221603834,3689.8851584542035,763.0715114553028,0.44573026766303153,5,Bachelor,Own,Business,0
21.355291463827193,10000.0,3.4400117812716338,6201.776536786785,491.46417313283945,0.39891628057073686,3,PhD,Own,Business,0
25.71734161344004,17162.990483727026,0.5951606339769011,4000.5083967856576,817.5497496010796,0.13474954109799478,2,Bachelor,Mortgage,Medical,0
43.09657530148241,25423.568625325577,0.6658001050857794,58869.40797826223,456.11605398115427,0.2047582279270508,1,PhD,Mortgage,Debt Consolidation,1
37.307117490749626,42728.94342517497,13.755892431218856,5609.7384390326915,512.3378134437447,0.2220199159803717,4,Master,Other,Personal,0
36.01788333707327,22670.309177341613,0.7929426536964921,17858.278990756367,675.1830237846356,0.1435948714808248,1,Bachelor,Mortgage,Business,0
38.06347533932023,19471.81269943484,1.099044509832914,4780.87020557728,596.9243867194623,0.24455647521672144,2,Bachelor,Mortgage,Debt Consolidation,0
35.92627587948923,29430.611643126336,9.221462796775429,48367.93745418703,617.1668102731307,0.1833117966806657,1,PhD,Own,Business,0
47.42862562858315,14250.547268495207,0.9218510259715696,10628.049720614254,596.8909619164028,0.22107262036776157,5,High School,Rent,Debt Consolidation,0
36.234291817036485,23616.657768439392,0.9118922246776303,15828.151650648007,571.6924611011576,0.4358953608638523,1,Master,Rent,Business,0
20.417868861812494,12091.72811592363,3.5172041968533483,5049.972073808731,681.6977454382877,0.43185422319680655,1,Bachelor,Own,Debt Consolidation,0
51.301299648744106,22955.09645147452,0.7477304751531334,17697.036657793396,645.1438241234606,0.3897944466926084,5,Bachelor,Own,Debt Consolidation,0
38.70340267328846,20641.973639138752,0.5325878203129906,10592.603151894467,738.4834005858587,0.7409551376381056,3,PhD,Rent,Home Improvement,0
29.107462692049324,14733.307695552461,1.1005549451992482,5983.841088884866,658.0171832290047,0.509270282814934,4,Bachelor,Rent,Business,0
22.465982817049813,23921.198666119344,2.4122221815047995,3415.5262198161763,608.3184359688531,0.25110098650368917,1,High School,Own,Medical,0
38.959142209580456,23843.688462053902,0.08841172875101053,6700.686020282174,727.4468188796533,0.24551477868243804,4,Master,Rent,Debt Consolidation,0
33.828279950256245,39645.27317334947,0.9365415501097453,6257.182088255088,466.7762429394278,0.035641836937316415,2,High School,Mortgage,Medical,0
50.741467860324086,10000.0,0.8500449309252225,16239.837723479146,391.82608223656416,0.47478150009939163,4,Bachelor,Rent,Personal,0
31.540927193331722,21204.6451212379,0.5615939180392601,6729.128419705874,491.2177858346953,0.23532176667267712,2,PhD,Mortgage,Medical,0
26.62619210317533,15061.073798123107,2.124294599060244,1741.9579833969801,615.6478229894939,0.3706714581830483,6,Bachelor,Mortgage,Debt Consolidation,0
43.95796218235928,34026.027623885355,0.6849526755920623,13588.023229005757,689.1468118180545,0.45564708464069614,3,Bachelor,Mortgage,Home Improvement,0
44.25281892716831,32111.067531151795,1.8665256886602841,22800.397877336305,382.88213170589466,0.0427950355117255,6,Bachelor,Mortgage,Home Improvement,0
36.68651367610195,28394.192747950838,1.403717397593532,2136.973836138526,648.8389788158787,0.3260378373141538,3,PhD,Own,Business,0
41.76357047674908,15492.06708562731,0.4897302077467785,34330.32971600444,614.5422197924636,0.20523769934155336,1,High School,Mortgage,Home Improvement,0
34.623128792577624,34294.32924905801,0.6200354855434507,24768.33848510064,663.6962110539343,0.43744622149769574,6,Bachelor,Mortgage,Business,0
37.33865101009247,10248.990948054101,0.37410559088219025,4891.701455665462,459.2418002246027,0.24511321193407987,2,High School,Mortgage,Medical,0
46.64990882563923,10000.0,0.11659175245925436,3315.196956385147,850.0,0.16337549842766497,3,High School,Other,Debt Consolidation,0
41.25318334021503,11638.391215995038,1.9309013601113225,18814.47812641301,653.2507026776316,0.5315893175577974,2,High School,Rent,Debt Consolidation,0
33.30725561667375,21660.868026331376,2.2342982415979544,2708.8532148734403,528.282124450243,0.501132181551753,2,Master,Rent,Business,0
48.52362545926151,30871.299129481908,0.36304373791984995,4747.282069778525,662.944129076333,0.27315541884780326,1,High School,Mortgage,Personal,0
18.0,10000.0,1.9110632908305067,2829.615757813788,799.4840126394109,0.23887435974768176,5,Bachelor,Own,Business,0
55.520733114219354,42675.12240390726,8.044204837132986,8141.471752141431,521.3350606178062,0.34644077496234255,6,Bachelor,Own,Business,0
18.0,23518.81688148091,0.15463073286954293,26164.22018711919,500.5197373439918,0.3558801397670784,9,Bachelor,Own,Personal,1
28.72907175227704,10057.901527363527,1.348144037561635,10937.291498403514,638.1960126972401,0.4280983526938375,1,High School,Rent,Medical,0
34.590824648049306,23166.75336251927,2.641299506172961,18296.400014863968,646.7297190473188,0.26506493099056233,2,Master,Mortgage,Home Improvement,0
33.53519329271839,38035.024338901276,0.09420249782255817,6115.354505698249,720.9404817141607,0.18633733347527492,2,PhD,Mortgage,Debt Consolidation,0
45.06411040026555,29724.309974657626,3.012621223068785,8759.045908898135,797.5292849318348,0.05159623369403578,1,Master,Own,Personal,0
24.421633813897657,38159.74836290494,7.775757387999741,3037.681346081583,728.0000832064023,0.2189113645745848,3,High School,Mortgage,Medical,0
37.607668174830636,11124.183213205733,0.18530074024477602,7498.747286968077,511.2313150421762,0.3526587975094941,3,Bachelor,Own,Medical,0
29.21787901780246,17907.9026357212,3.4545283345404982,4461.426836169452,542.8958164614459,0.40973799033045183,5,Bachelor,Rent,Business,0
37.95140979337417,13872.363253034853,0.9515011652248527,7127.984262450716,570.1699350369274,0.4754786330564794,3,PhD,Mortgage,Business,0
34.35227740202124,51989.138592333504,0.31124132512470426,6746.575635670139,727.7675471457298,0.24791592726715228,4,Bachelor,Mortgage,Debt Consolidation,0
35.92935652682978,30323.595619029667,1.3592508624982607,6300.902131402131,710.6706100055349,0.16630246539270788,1,High School,Own,Debt Consolidation,0
29.500751675356543,91446.08059733156,0.14841015388063503,43741.194368209704,776.153698421721,0.24767516595493988,7,High School,Rent,Debt Consolidation,0
29.899360499039176,17434.307394114054,1.4767134399505117,33324.086145142,705.8113540119047,0.32848846886222316,6,High School,Mortgage,Debt Consolidation,0
37.87272514027427,15331.470559280076,0.039093167684466544,25157.56448946989,587.2528849551243,0.3700437818374192,2,High School,Mortgage,Debt Consolidation,0
44.437155057560446,20508.33526339889,2.608407380877665,34065.73004768537,630.3199322664711,0.09653230719090955,3,Master,Rent,Home Improvement,0
29.01720665802152,43878.45090195865,1.3387428965921544,25221.24867067385,503.8578253405325,0.13641732433008155,4,Bachelor,Own,Home Improvement,0
26.3123245542709,18341.84160271998,1.22844894777524,7959.314306367875,712.8144220382255,0.14273415594466446,2,Bachelor,Mortgage,Home Improvement,0
41.134601656718374,23440.458379835392,0.4367884289355464,7332.503777096698,587.3940154079487,0.18672725199909113,3,Bachelor,Rent,Medical,0
34.674961069423105,23117.503837311484,0.8965254676650313,9782.205026189062,772.4298284856246,0.2749820724936719,2,Master,Own,Personal,0
43.30498133985952,22465.77638352588,0.40146667410115106,6846.220759247663,710.0296980154036,0.6063099469872805,2,High School,Own,Debt Consolidation,0
25.942027866288523,15895.650061949731,2.6589972301197116,3526.1563177309845,843.7999526249114,0.6873987297329825,4,Master,Rent,Personal,0
18.0,20565.176559103606,0.4438518344457194,10273.100996633357,691.9795910081717,0.08323397249456535,2,Master,Rent,Debt Consolidation,0
29.669959181736658,20129.64130049534,1.9181528848408913,2314.8568601901097,690.1073250253323,0.6069202221603921,3,PhD,Mortgage,Personal,0
27.33647390734984,21943.311793084646,0.6559181561991072,9046.319893268808,631.7481706545086,0.24637925343864375,2,PhD,Mortgage,Debt Consolidation,0
34.212115999197,35304.24212014484,2.13994585246848,3656.2075181278415,611.5424197578213,0.28934458779162603,4,PhD,Mortgage,Debt Consolidation,0
28.631547857296106,53120.27798628913,1.555036640112529,7594.418918705674,624.1348158813735,0.5527750653376586,4,Master,Rent,Debt Consolidation,0
42.410169513364494,14469.273610336151,1.1013469901464434,9442.37441034176,749.9148024742263,0.16107243908876914,7,High School,Rent,Debt Consolidation,0
32.11849737577484,18106.082085018184,2.235595313488015,6110.214896829971,515.1389533817838,0.2765144523908434,1,Master,Own,Debt Consolidation,0
36.50474498773901,14581.283756028959,1.0747570091604897,2181.114600388256,656.3327202669896,0.4338991657478632,4,Bachelor,Own,Business,0
36.57634558440944,24186.52088173633,3.4448840496815407,3132.4945070725994,483.3668627088633,0.2592757287608369,2,Bachelor,Rent,Home Improvement,0
36.94955092412187,16828.43461452812,2.615694466073855,11691.237368725133,687.2975148894301,0.5413799163547828,2,High School,Own,Medical,0
34.75870889545027,24832.24816946811,1.5558377474504872,5187.702733451023,604.1470384277466,0.22051380148222036,8,Bachelor,Rent,Personal,0
40.10600690410313,38246.734200190556,4.192128799413444,12691.399041992008,700.3621965501036,0.47031565050036267,2,Bachelor,Mortgage,Business,0
27.043448661741927,10000.0,3.5305679743903076,8166.216903483155,575.7501850335162,0.32474491805353556,3,Bachelor,Mortgage,Medical,0
48.99417926653883,28166.53766709856,1.5178877360947172,6916.979653750737,624.3021576665927,0.16793211125704713,2,High School,Mortgage,Business,0
32.634626166314646,17499.130545289794,0.1418058755069978,10701.239667311667,713.2356114883078,0.15083744336494448,1,Bachelor,Mortgage,Debt Consolidation,0
21.884508621013183,27728.363850223795,1.6694046796923767,4722.446839629047,662.5881278055721,0.1570132538736319,0,Bachelor,Rent,Home Improvement,0
36.88073356991773,14069.509401955029,0.8778069500177031,11162.507917270623,804.2793335951219,0.7573026350526543,3,Bachelor,Mortgage,Debt Consolidation,0
26.48819517552515,40059.87521063552,1.5535486949601887,5792.934903956025,601.8453868949363,0.0823459253662205,4,High School,Mortgage,Debt Consolidation,0
41.65334534508875,34774.52331551315,2.0833137336789864,61637.66745077234,593.2012310929794,0.05959961895716069,4,High School,Own,Medical,0
57.09605576042378,29265.83501687123,2.070365748258722,3271.0015660006175,773.6791810103628,0.3403135854986057,1,PhD,Mortgage,Medical,0
27.1342790844215,32748.51376803855,2.2387979463097367,6088.768332206668,613.2813467042826,0.5911323370738386,2,High School,Own,Business,1
38.32372333223985,15171.740008844597,2.2743026886861895,6288.478335845081,608.6781729715293,0.4729848537626368,7,High School,Rent,Business,0
18.0,16158.28374691988,0.2314534946395812,2747.6672313292224,688.3101506339497,0.3528789579259054,1,PhD,Mortgage,Debt Consolidation,0
39.53905229441347,32087.380481644133,0.4256745143234592,14481.83046499821,633.6146139836757,0.2402434262462113,3,Bachelor,Rent,Debt Consolidation,0
26.1428620020031,15004.95004455526,1.9914310356057254,5750.37722010173,618.8454673880888,0.08153672289062407,6,High School,Own,Personal,0
28.751653815655175,45379.58091741777,1.0490797673701364,1207.343080035402,580.7004267302332,0.14567239143359667,7,Bachelor,Rent,Home Improvement,0
23.98713510160172,18736.04456404091,2.8781387290199896,14130.669517271474,786.2324949014687,0.3216103349475132,5,Master,Own,Home Improvement,0
42.32151226054735,28309.34369190545,0.2668554411694963,4871.050858918037,634.9356603891541,0.4051185994762403,1,Bachelor,Mortgage,Business,0
45.07304357473262,62920.3399234076,0.4252060824223094,7450.816194371176,593.7851610618827,0.23077874681703933,2,Bachelor,Own,Home Improvement,0
35.23385214658508,15473.564379864294,1.6349943541263199,13925.236714329092,620.3116414264069,0.2479773623151434,5,PhD,Mortgage,Home Improvement,0
26.355732946642803,22796.923586510333,1.389288678557514,6052.548681482776,685.4921498753138,0.7389018203824651,0,Bachelor,Mortgage,Business,0
50.89523036103863,37312.7952245221,0.6195749570345365,6013.021751676965,796.128401973745,0.22477433757511942,3,High School,Rent,Home Improvement,0
27.49589872245344,35441.4987793414,1.0496572309343797,58207.039933307904,633.0880854413649,0.26140447072569584,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,18696.513561151158,0.07121555370757215,1446.6465047089075,563.7205706633919,0.5207266023526979,3,Master,Rent,Business,0
39.58389009957068,17011.328462267324,0.07548288026293873,2896.410847564814,841.8869254267177,0.20661060239258144,4,Bachelor,Mortgage,Debt Consolidation,0
23.952253263584833,19602.885107095844,0.19947935734604483,3382.4353678572224,663.5550964409259,0.2470586192759919,3,Bachelor,Rent,Personal,0
44.88608793499175,45430.04199197848,1.719785131790318,33901.623827148615,639.4072613478958,0.11219422283040856,1,Bachelor,Rent,Medical,0
31.188623033265813,19157.45227825694,3.9860347551248054,4838.254795123728,657.1834597907964,0.17370735168142387,5,PhD,Other,Home Improvement,0
41.03713240544196,22903.79385264617,0.6028137611198818,9819.908659970006,525.4540015649177,0.22122568977115845,1,Bachelor,Own,Business,0
49.01500346552158,17793.824974336036,0.06905831727689372,5545.47432781791,645.4594333830923,0.08693649403231393,3,Master,Rent,Home Improvement,0
22.91141135379278,31343.87908177855,2.466302791805979,13128.756734101593,725.9607967625425,0.48950317622237605,3,Bachelor,Mortgage,Medical,0
29.340628691075946,23807.65671870859,3.866907452913214,8021.086470566881,772.0120252705624,0.2701243686462441,1,Bachelor,Rent,Home Improvement,0
34.24328927342937,13336.809122201807,0.2974009507031406,9921.698019582476,614.1789502802334,0.6810057777296452,1,High School,Mortgage,Home Improvement,0
50.37551319034343,13569.609056015734,0.974699033150208,22692.66666889526,668.7953419516231,0.2704206509042853,5,High School,Own,Debt Consolidation,1
28.416172820595545,10000.0,0.34570151091861995,11524.3298362904,773.797374544544,0.022987126598644166,2,Master,Mortgage,Debt Consolidation,0
29.05496304050993,14535.355856682765,0.22489878855835457,4500.510429191079,653.7528848547785,0.3854519655241234,1,High School,Own,Debt Consolidation,0
39.78140575555808,32760.30676113212,2.0892060410611393,10400.962607616499,721.9474731119641,0.1982866819795613,0,PhD,Rent,Business,0
29.22771274289429,42696.843296697494,6.855276327777125,56101.74513924101,692.4311272637847,0.4597251874034385,4,Master,Mortgage,Debt Consolidation,0
36.52525882897616,31032.154306655724,2.2674364621016005,12733.306202149031,583.5724121212329,0.40784741594292057,6,Master,Rent,Home Improvement,0
19.48462579031873,29065.759193088925,8.374849950216388,9150.169877856697,558.3865416108422,0.31540770220587794,3,Bachelor,Rent,Debt Consolidation,0
57.143299425565964,20676.167247181074,1.1397196247331356,2706.8953715375665,755.9321235283664,0.1446690209415979,3,Bachelor,Rent,Medical,0
21.522907696905968,32450.05047032764,4.5630133994191056,14465.688653408068,382.53674538415765,0.38437084189456844,3,Master,Own,Business,0
31.782472960097916,25416.125443305405,0.4590382258332849,16281.446779789172,583.1377137436093,0.2775539490009342,6,PhD,Mortgage,Business,0
34.67518964157905,54297.01250007114,0.25090960285553904,10406.423278689714,510.4699530912087,0.381304562530127,1,Bachelor,Own,Business,0
54.12688134356796,20968.515775286472,2.424816908585595,8877.500270389077,756.0793886994813,0.14268794283490785,2,High School,Mortgage,Business,0
21.7515421906726,43109.73160344551,0.9285468154983672,78122.37175518242,786.4781472526078,0.4014606167080232,5,High School,Mortgage,Debt Consolidation,0
54.837041354787516,34100.14927775944,0.7645353310564678,16064.099224551275,577.5667387421794,0.29923670786329154,8,Bachelor,Own,Business,0
42.57176821102023,31815.906340660076,2.225101425473531,21851.45108375329,850.0,0.26101700164989794,2,Bachelor,Mortgage,Home Improvement,0
39.170953244232464,10000.0,0.8113823926368199,8548.453971531731,787.7216542369513,0.0722097719680406,5,Master,Mortgage,Business,0
25.153663129820444,35052.239356838356,1.6998741505991235,7293.395310168083,669.7155306036527,0.1500741235943682,4,PhD,Own,Home Improvement,0
40.71141242038074,20666.018470682277,0.7117936542468984,13435.816081625959,799.9989514241165,0.37611882513804495,2,Master,Rent,Personal,0
27.765133775802,17641.983257112053,3.0627104475600855,7287.863506496987,585.8271706842394,0.14335966301011557,3,PhD,Rent,Debt Consolidation,0
47.66661253198412,10493.837713269946,0.7490620976082245,7782.6549506642605,622.3409266327166,0.3321944621147981,5,PhD,Own,Personal,0
25.289379708922667,21965.01925465984,1.5314105619856369,11737.73970547274,696.3210409429128,0.12069974138373255,7,High School,Mortgage,Debt Consolidation,0
33.86841505543916,22399.09417499382,0.04689774429142022,5376.2808565818195,580.794832598393,0.4515728523060164,1,Bachelor,Own,Personal,0
29.447269119868285,11481.577106955081,3.1378474508039904,9665.589393587417,521.5689648901778,0.340291218110822,5,Master,Own,Home Improvement,0
25.12477037573005,10544.502505387578,1.9369466053224877,8639.217730268148,556.2008057170392,0.4263765526554719,2,PhD,Rent,Debt Consolidation,0
42.413198169079145,28093.955911367506,0.42697332650970005,17564.243759829827,630.3316369017421,0.1578736434786796,3,High School,Own,Home Improvement,0
40.354587474096334,34059.10121321408,0.48509462536807474,4968.873977204055,696.9315344754726,0.3694808472415845,1,Master,Mortgage,Business,0
47.09010198900997,24225.024665961937,0.6089591775738028,1636.073553948125,616.210953405389,0.213379233707294,4,High School,Mortgage,Debt Consolidation,0
18.0,39160.243896982814,1.7185457052965076,6320.111086004385,486.01575759230127,0.30619112252776876,2,Bachelor,Other,Business,0
45.64170702341044,21095.3413887547,1.5895463922726702,11134.779957741746,697.0320510584216,0.12599643789349232,6,Bachelor,Own,Home Improvement,0
60.054489053568936,21435.942812797344,0.6400351355630399,17523.287082007068,777.3374140279025,0.5887264829093949,2,Bachelor,Mortgage,Debt Consolidation,0
30.483589108230532,13925.625536664824,2.3687475326098917,4655.132241450631,584.0055209849019,0.49935711105059216,1,Master,Mortgage,Debt Consolidation,0
53.9514861210897,10095.842770584237,4.397192021449623,12502.449795327524,816.2790594176674,0.011687461485386024,2,Bachelor,Rent,Debt Consolidation,0
32.36838727940173,55677.48175753667,0.08898134356751897,20092.934051061995,736.8873142169757,0.270228570316638,2,Master,Mortgage,Business,0
21.27590262438693,38779.5965477075,1.0798108713413221,14779.561572319693,544.584194053453,0.20359810681556842,2,Bachelor,Mortgage,Debt Consolidation,1
31.943675575932044,10979.044796563585,1.8004416866684008,4304.82565267318,585.2090563740758,0.1964174979630958,2,Bachelor,Own,Personal,0
45.48203967675276,23810.357496374763,1.7658821486902347,4691.083696638172,618.7020046577198,0.4911573537657287,1,Master,Mortgage,Debt Consolidation,0
26.618235176684685,20951.73722712429,0.0394573679187132,11475.880450981664,631.4723274129427,0.26428204520462134,3,Master,Own,Debt Consolidation,0
28.99661340993513,19206.4946419296,0.4728782588134754,29740.714651446033,406.16203822489047,0.46118432393578773,3,Bachelor,Rent,Medical,1
40.935394322931906,17952.615185549417,0.12764975714788115,8195.431366060686,574.6840628445639,0.10712656657681749,5,Bachelor,Mortgage,Debt Consolidation,0
35.030601167385726,26652.402442949642,1.6831323079891958,7099.203151418615,594.6365671354386,0.37592792915764617,1,High School,Mortgage,Home Improvement,0
40.84622952486741,33159.607171939366,2.073472736356106,2708.9219435233363,839.0559905361063,0.12988408710917823,3,High School,Rent,Home Improvement,0
37.37829540758336,26935.370342620685,0.34809297187677457,6054.581251609576,672.6925626375078,0.3733430098067924,2,Bachelor,Own,Debt Consolidation,0
39.79625319551573,20738.368469673827,0.8099638077664814,4572.473006786601,570.1984619739268,0.42996503677295006,1,Bachelor,Own,Debt Consolidation,0
30.676988141904587,20361.20475496287,0.8003693783112271,8281.335273941822,606.1469281997332,0.14154614829463724,3,Bachelor,Mortgage,Home Improvement,0
37.31730942030393,35186.1267846172,3.427401745583254,2415.691367493584,692.5087552115241,0.31925624751480236,2,PhD,Mortgage,Medical,0
25.726269943040663,27770.302382433332,0.43297998216262995,6229.975233952243,612.2046164770987,0.3384539232770436,3,Bachelor,Rent,Business,0
47.884336225033884,22841.73745344033,1.5895365988614343,3615.0194805579326,591.4653810894674,0.5968027196290324,2,Bachelor,Mortgage,Home Improvement,0
28.657252831826863,21634.604051556904,3.055121584349719,17191.72503934623,594.6791494964973,0.2409425708955171,3,Bachelor,Mortgage,Personal,0
46.2884748754939,26176.968933139087,3.5389573936377072,4075.1470613507513,697.9730374374998,0.1986414802390307,5,Bachelor,Mortgage,Personal,0
32.663930390171345,17427.865255641624,2.196621234059547,5126.2035213936,511.828498198316,0.22650599433961455,3,Master,Rent,Home Improvement,0
37.019990107573214,33215.41680286158,0.7120010635597269,10154.794330320896,541.3100590721087,0.396520164367958,1,High School,Mortgage,Business,1
30.050354491092993,12862.491497102641,3.463737431321209,5636.550466697865,557.2355129522582,0.17069219508700734,2,Bachelor,Mortgage,Personal,0
24.84004568831971,17930.73834602212,2.7108788341954138,53506.696752206546,539.590621580302,0.29977086147453835,5,Bachelor,Other,Debt Consolidation,0
18.0,29898.184776595794,2.437963987088924,17058.640453685803,567.6366122145278,0.41083805953580366,3,High School,Other,Home Improvement,0
24.446758414075404,12500.93341025435,0.13941925420052206,8215.396236914352,739.6862218191569,0.34990152496832866,3,Bachelor,Mortgage,Medical,0
31.76091146784078,10031.60340077083,0.08845741626098133,10877.819735353618,753.6355880740218,0.2113380615391918,2,Bachelor,Rent,Business,0
37.11879178828884,22732.22585030718,2.377283835139337,1231.0976513563955,677.1707052723075,0.07512194717022802,4,High School,Mortgage,Home Improvement,0
45.103793132832635,10000.0,5.7933962991781245,21706.78446819989,671.481277624313,0.5325735895947388,2,PhD,Mortgage,Debt Consolidation,0
30.542425402031512,11505.70436346598,2.9719989359211523,12203.979130899286,583.0018061199969,0.19029495551840825,5,Bachelor,Rent,Debt Consolidation,0
26.18039235732826,32154.15821512085,3.561349067459792,7642.45175987505,441.89068688730686,0.2550104262199569,4,Bachelor,Own,Medical,0
20.572852139972873,19882.741461820053,1.574837835204358,12742.265590990259,664.3851633246348,0.3660805059605706,1,PhD,Rent,Medical,0
39.800636179041035,41887.53111442049,0.7264962690212741,14048.619238240091,679.7736454766117,0.5273948464343554,2,Bachelor,Mortgage,Home Improvement,0
48.83194515329343,12059.316931901096,2.264773952577205,5807.479798567612,582.6324912383319,0.09786573023941389,3,High School,Own,Debt Consolidation,0
47.66330267956289,21015.673956490384,2.489387354395346,10983.282608758116,542.3928132055031,0.2830758806459916,0,Bachelor,Own,Debt Consolidation,0
42.09932748147237,26897.59823350248,2.2500643101238484,18750.573792357063,522.6584418149746,0.47611880272484824,6,High School,Rent,Debt Consolidation,0
41.38543317267599,12267.914243316545,5.863977763870775,11659.98524611333,666.7635705965587,0.26561410686024334,2,Master,Rent,Home Improvement,0
51.97623779709341,36896.83124602678,0.9151354596082616,6620.427409464373,658.1904165000637,0.35521153770228286,4,Bachelor,Own,Business,0
38.32081461416811,28433.95878174455,0.08093065575794423,10273.474994539196,769.4556319505181,0.4091530732456065,5,Master,Rent,Debt Consolidation,0
41.461296760241716,10000.0,4.781616649946648,24484.39490383695,569.4556939909342,0.5049532699004035,4,Bachelor,Rent,Debt Consolidation,0
31.79216138148001,21614.703980148646,0.3498955057141783,15171.603257441617,621.2065008767903,0.06951597789624513,2,PhD,Rent,Debt Consolidation,0
21.379566291452427,26714.943464105636,2.390147301614314,3195.6515581447657,651.720059235104,0.11218516396448382,5,Bachelor,Mortgage,Home Improvement,0
28.161510995004235,16398.934845139964,4.130358503144351,12956.424589052938,595.0140921620542,0.25185165199906656,3,Master,Rent,Debt Consolidation,0
34.90840961465345,10509.843227436279,0.7425372540993008,11653.086087790316,733.9015910957693,0.2715788815018292,5,Master,Rent,Debt Consolidation,0
35.60785372501303,25316.949591311444,3.548804846387419,20563.86768741061,773.8146094028541,0.11452719627741238,2,High School,Rent,Home Improvement,0
54.262858548553936,66544.18719908835,0.8071082492159245,8318.652905783865,539.4432914620056,0.28972559657951863,2,High School,Mortgage,Business,0
35.81277167591069,18151.490370902953,3.1622639470297886,6030.153629230728,604.1916819589442,0.05813009130797577,3,Master,Rent,Home Improvement,0
46.78843444025644,48272.65791532627,0.14477553305573593,2712.071867254936,782.455496212556,0.09421688518519492,4,Bachelor,Rent,Business,0
30.64922758423684,15121.238974272123,2.1298309081824685,4648.614394071181,682.3163968759629,0.546140356887182,2,High School,Mortgage,Home Improvement,0
31.883241142347657,24532.960465223638,2.261061082426226,21297.744536846232,661.7211799816218,0.08159587601364922,6,Master,Rent,Home Improvement,0
21.70992362776552,32395.061438925153,1.352288427831295,9493.524269934736,684.1240366034706,0.17542694392770533,4,Master,Mortgage,Debt Consolidation,0
27.576719871234282,21933.99876498782,2.3236848609360323,7481.3590770620785,715.5889442955586,0.2785531593650913,2,Bachelor,Rent,Debt Consolidation,0
40.269813913637535,18979.83114319705,5.132676076865429,22845.262081094905,688.9163796762249,0.3037961512734481,2,PhD,Mortgage,Debt Consolidation,0
35.07560180394133,31668.05619123802,2.6474266965660336,19373.897974662363,671.3595012570465,0.216067104426007,3,Bachelor,Rent,Debt Consolidation,0
44.42938619897234,56711.23156326354,6.503626147989921,4498.069380288416,650.9575052216129,0.5044568228136002,2,Master,Own,Debt Consolidation,0
36.8125394834505,25598.613332965866,1.1906342252374391,21179.670605814703,784.8224306920779,0.041243961128982036,5,PhD,Mortgage,Debt Consolidation,0
31.47546268362258,17017.030432607,1.5027848803518766,2149.8109251344904,623.3715941787299,0.325474265413847,1,High School,Mortgage,Debt Consolidation,0
56.48296863786959,20032.760178149045,0.6123403846695975,11703.414941265128,650.1237017602027,0.25205838482179055,1,Bachelor,Mortgage,Personal,0
34.06096431286953,77641.22559897887,8.481285797225064,10647.141356903756,805.1993532174415,0.09297837487882259,4,High School,Other,Home Improvement,0
46.63000969705304,23563.48526247177,0.11343011049966066,20329.443443136915,682.5726514597808,0.3735492055336505,3,High School,Mortgage,Debt Consolidation,0
30.987907934553224,16363.248445931398,0.88826765024315,10990.75057227948,643.3414259661206,0.30015961302360344,2,High School,Mortgage,Debt Consolidation,0
42.095994793835665,12425.002370614447,0.7067811575188065,6663.178093676319,713.0746686655522,0.06755299380802249,2,Master,Mortgage,Personal,0
44.28015659151687,10000.0,0.9771882146334002,7097.86850333996,672.7289540906556,0.2358146547479814,2,Bachelor,Rent,Debt Consolidation,0
37.08491970575581,26417.76915892061,4.99520242420616,69884.502174272,576.088477707021,0.47236728905630254,5,Master,Rent,Business,0
18.0,30556.142139234224,0.9178516279091857,8656.90336391576,674.5101624714816,0.46526190322102834,0,High School,Mortgage,Personal,0
35.18252460856113,18063.55967058218,4.97726683593971,13064.5868337906,569.1232697674205,0.15838852806750048,3,High School,Own,Medical,0
47.304600477599756,21862.208611057566,1.1010009338071405,1608.5213052841636,832.6772342601296,0.13929208064266865,0,Bachelor,Own,Debt Consolidation,0
40.2748083302773,12268.24070201242,3.858856223408915,4180.200460708759,673.8776949952014,0.4016758547030006,1,Bachelor,Mortgage,Home Improvement,0
39.458388752292464,23540.184827377416,1.4752437532448415,12271.250352162398,556.1792589595813,0.7494671650137394,1,Bachelor,Own,Debt Consolidation,0
18.0,28022.069084189694,0.7460524972327576,2226.936117028412,610.7369138302907,0.410076914179342,3,Bachelor,Mortgage,Home Improvement,0
27.795449293249412,16855.25685105492,1.193311030579557,12575.667397680605,725.9578250651709,0.2961373946957602,6,Bachelor,Own,Debt Consolidation,0
39.11357631151439,51288.73081437207,1.1046188653707216,4536.4485012916375,540.8870965743012,0.37490054181578086,1,PhD,Rent,Personal,0
39.10383276786892,14493.373683691967,0.6019779344198679,3543.6726923761835,850.0,0.3724235255844266,2,Bachelor,Mortgage,Personal,0
47.14666780132902,25380.547217508625,0.6839632147201131,4523.001029523457,504.47471563276554,0.08849183580365148,4,Bachelor,Rent,Business,0
33.55133244853906,33663.13530935102,0.4127054228169844,27502.469689563666,742.5654880851382,0.5107064214556738,8,High School,Own,Home Improvement,1
39.058240866738146,21191.496038476733,0.8189479373482803,10580.144225214699,601.3390795498544,0.3340343553717539,3,Master,Mortgage,Personal,0
35.16374241931294,20045.532512042533,1.9584919647550754,3911.400988179003,569.1133698478417,0.48042683803104563,3,Master,Own,Medical,0
25.130572634984432,10781.2837621992,0.9773396676979564,15067.145865014058,703.7731990918287,0.4593976391904158,2,PhD,Mortgage,Debt Consolidation,0
18.0,43419.79611864947,2.4918353784248186,15737.326839995241,604.60429047046,0.445914241926559,2,High School,Own,Debt Consolidation,0
39.31009692130077,20232.65979279557,8.682256150239212,5972.694946524724,809.1552850794859,0.6910942061186286,5,Bachelor,Mortgage,Debt Consolidation,0
36.73947208412811,28815.903323971263,0.9467420394431767,17454.257838553745,509.8708125004699,0.17524925015816697,4,Bachelor,Own,Home Improvement,0
28.818249578998312,30833.59878165391,1.2421711109696094,18131.385270669263,706.2278475042073,0.049632764016247166,2,Bachelor,Mortgage,Debt Consolidation,0
18.80826943484135,16088.351084832344,0.35851688252750985,16011.549328826317,622.4777483084731,0.22567175437455292,5,Bachelor,Rent,Personal,0
41.29739514408738,19955.013576819067,0.9958690963458221,4726.774728911513,679.6278888139792,0.157813900217433,3,Master,Mortgage,Debt Consolidation,0
32.34079925804448,42926.351712623116,2.5953398773740064,3155.046412928096,701.4094831465469,0.6316888472291774,4,Bachelor,Own,Debt Consolidation,0
40.568747223681456,12599.358351135004,0.4902794045940713,2091.645050046251,476.83814781510716,0.01996174776132812,3,Master,Other,Home Improvement,0
53.64048530411758,63828.75271836032,0.40191803742605964,4796.243511257526,673.400706641833,0.32068689139458006,5,High School,Mortgage,Business,0
18.0,15177.412886822516,0.9444117003878549,6037.535834742513,758.9053394382037,0.3272692132850765,1,High School,Own,Business,0
28.00399191297636,12212.817227821857,3.414647154804887,6443.654525858248,696.6387129620085,0.09722680088076126,3,PhD,Own,Debt Consolidation,0
32.90624386688087,23532.895041578715,1.954509642948773,7802.794232000637,613.1229501115375,0.3545463629641066,3,Master,Own,Debt Consolidation,0
49.548261741466504,66447.9446022857,6.320241314626259,32415.46294652323,508.6195154786361,0.6313537986845431,3,Bachelor,Own,Debt Consolidation,0
18.63596980793515,10000.0,4.698105047078127,6175.457583950386,700.7950378983187,0.48708839008652965,4,Master,Own,Debt Consolidation,0
54.358610256806045,20526.913151226225,0.32771540774396496,7792.996359771318,837.6107175395309,0.13886315675768968,3,Bachelor,Mortgage,Medical,0
36.358559015662905,27948.882862084778,0.08696935305918224,1893.0158589219457,716.1869018902592,0.061602167819609185,2,High School,Own,Debt Consolidation,0
34.039993382661415,22400.195808767625,1.018635968966742,48164.48350243976,765.7718917129359,0.07807905943330015,2,Bachelor,Rent,Debt Consolidation,0
33.01940236781093,26661.099514898884,1.4766216679896882,2827.8559239350166,743.3016739439527,0.37467019305096705,1,Master,Rent,Personal,0
30.63736967819971,15382.464317244112,1.4495672138382394,4603.242550387878,610.692113539256,0.17346350231282423,5,Master,Mortgage,Business,0
45.48116759269155,16319.876760249896,0.2879884877562799,14137.38007311061,659.0487996530828,0.46005160422629365,5,High School,Rent,Medical,0
24.314792459175614,20451.033056808476,0.26664553084506254,9867.027782722442,736.852319349702,0.07229739291323031,3,Master,Mortgage,Debt Consolidation,0
38.454141816438536,12519.665863118433,0.09598854908357408,30168.36133338238,492.02798496008455,0.0958510909233961,2,Master,Own,Debt Consolidation,0
31.158183342930243,21539.78133929746,3.8057386421199784,14414.802725004394,715.1743049175338,0.2856981057722226,2,High School,Own,Business,0
27.378665514859023,18135.513254008696,5.903206408694702,7592.929459812327,775.8917821675619,0.3321538517752533,2,High School,Rent,Debt Consolidation,0
60.85975175683896,17413.088366727254,0.24588393567581732,18681.09063174379,644.864073573318,0.19092950170675482,0,High School,Own,Home Improvement,0
39.1905073475346,25854.842840058547,0.47936506002013834,20517.764619819307,731.4019785568526,0.04573589450073574,1,Bachelor,Rent,Business,0
41.13265544661144,10000.0,0.18832002941252782,4778.457099718202,594.5628306386509,0.5113157070311555,7,High School,Mortgage,Debt Consolidation,0
46.37776780668662,19642.580205567785,4.199323945506146,17508.180519276204,653.8234322846492,0.6045093229089381,3,High School,Rent,Home Improvement,0
20.78650054681453,70170.05154417104,6.37420853429147,6783.110624138169,622.6887657712124,0.13216542401297238,2,High School,Mortgage,Debt Consolidation,0
52.52291909122032,12796.732665778973,0.6070717021282823,7459.306108547218,695.9812691166792,0.4337837022838298,3,High School,Mortgage,Debt Consolidation,0
18.0,41887.81483586998,0.7236157037014861,9084.696980264618,639.5474391264921,0.28632933658489157,2,High School,Mortgage,Personal,0
27.312335899614794,22636.706756615113,0.9009344180153025,5975.2146576887235,482.3820609052583,0.10337956915075386,4,High School,Mortgage,Debt Consolidation,0
30.409683268210998,16293.49285207036,1.3961737591414498,5723.4501850514835,578.187255994111,0.22389468347131372,7,Bachelor,Mortgage,Debt Consolidation,0
40.81723364970506,11380.756369008175,2.294309132590938,17814.65440231111,844.250859235749,0.6203985936519902,0,Bachelor,Mortgage,Personal,0
37.18718266141488,23619.808510867824,1.4039342574215528,2384.7483299473197,706.7535182758469,0.45584493324213593,2,High School,Rent,Business,0
33.331852593016066,45556.04261825457,6.031934520998909,3465.7988854907567,440.20785161412005,0.13118062295887234,3,High School,Mortgage,Debt Consolidation,0
34.880026553722765,18131.289517680892,0.2104842864871199,13901.988778698857,770.7818751884238,0.12287573948681527,3,Bachelor,Rent,Business,0
25.21976976477432,21152.624944653136,3.2049793377180844,7644.031549241952,534.7178644111693,0.19678839605269835,4,Bachelor,Rent,Personal,0
20.027676055158267,36504.30307527742,0.8143824664510678,17911.7127536428,739.3374809727502,0.5406123492555935,6,Master,Mortgage,Medical,0
42.2651162233606,26119.446582688866,0.9481765218914332,10789.684550831867,779.2234174552266,0.3069481367821515,2,High School,Mortgage,Debt Consolidation,0
41.93706112536185,10035.279467675899,2.4676921588279805,2787.878727104092,660.1690023754448,0.5136337292716635,3,High School,Mortgage,Debt Consolidation,0
50.84494375157058,23142.906732692856,5.300801928578536,8520.8172400934,550.3107110941669,0.1610026766335696,0,High School,Mortgage,Business,0
27.099829031847918,46916.159875522266,2.5189765151554107,12427.142129224221,578.4836193447615,0.12658396287284998,3,Bachelor,Rent,Debt Consolidation,0
41.928152103009225,21623.358183471722,2.9909739788303247,9771.563147120822,712.9258139296336,0.07481054843761577,2,High School,Mortgage,Debt Consolidation,0
32.162932716352685,10000.0,2.778832395239551,5571.283075702849,536.4515665040991,0.585728615599885,3,High School,Other,Debt Consolidation,0
46.904749851934824,26745.12508211583,0.7742052875913897,6508.392285198928,591.8106851024303,0.26973196868995547,4,PhD,Mortgage,Debt Consolidation,0
45.219627766781414,19945.758241308158,2.828815186824357,5176.745600650951,701.2893981889296,0.06460338210789987,0,Bachelor,Mortgage,Home Improvement,0
37.11209399224457,10000.0,3.0697814184111016,2806.9179199086693,584.8825269902532,0.20503266576075999,3,Bachelor,Rent,Business,0
31.604698433340133,10000.0,1.5245672132029153,2514.447428665441,792.0781382437317,0.3427558304151989,3,High School,Rent,Personal,0
44.60932178608262,35866.30562036716,1.539003762156057,11070.25172550503,546.1920561201896,0.3111202558109729,3,Bachelor,Mortgage,Personal,0
41.469045232565655,15272.492710109724,2.8519074224004344,4035.2894283116316,321.1843268742384,0.5452858943915198,3,Bachelor,Other,Debt Consolidation,0
28.155595979138173,13992.151015541403,3.396875572796142,12842.0309955869,572.1779232185997,0.46154878978010855,6,Master,Own,Medical,0
21.72201326520569,21637.44634014193,0.8225502332274203,5033.878351555115,681.0123413089526,0.15488174609043187,3,Master,Mortgage,Debt Consolidation,0
32.11467099318204,15960.9197986899,3.234559333307019,2834.1040391192414,736.3329912201506,0.22049467906639433,2,Bachelor,Mortgage,Business,0
50.154138153482094,23156.34985946807,3.3662658577744216,5846.772577433492,609.1611399464663,0.12326041271382361,5,High School,Other,Business,0
46.46487158733038,19903.28326474487,0.533474289563115,43282.33997109539,622.2769830673172,0.3226294921162562,1,High School,Mortgage,Home Improvement,0
23.876725303294194,12088.407445001927,2.524268703331367,7506.4008082721975,646.9113611189961,0.14319161345856138,3,Bachelor,Own,Debt Consolidation,0
23.32242584100079,17058.45238143356,0.4129021036465196,13584.617082357214,824.1912243596983,0.3661932941327665,1,High School,Own,Debt Consolidation,0
47.746838496794865,27484.477250160155,0.19533395832470132,9274.676868929024,687.8758952744641,0.3136236098024809,6,High School,Mortgage,Debt Consolidation,0
23.64364095242171,22492.99081032957,1.7091828439554189,2632.9010315252285,600.7226837451458,0.1688763530293616,1,High School,Rent,Personal,0
40.09295323642008,21142.251516780594,4.786162132652567,25826.867288107023,850.0,0.7414727618209788,4,High School,Mortgage,Personal,0
28.839287846636765,58028.649274914555,0.07220592571682227,6645.814600628113,651.1208238384341,0.5454945371162304,1,Bachelor,Own,Debt Consolidation,0
51.17044924521683,31745.896843463794,3.5031742364544236,2840.0869538093402,442.46832306935687,0.8322469052502706,4,Bachelor,Own,Personal,0
27.29575200862121,33732.621069726294,1.4123481696729836,5378.760268541213,511.31732393348756,0.3469000763533778,1,Bachelor,Own,Medical,0
46.433615302058286,20272.40328588705,3.9450589222289305,6870.5863026019915,705.8236741638742,0.4467512523685765,2,Bachelor,Mortgage,Business,0
36.84858654060365,24589.44574679563,3.7091038015248383,14758.635067857595,472.2772775362497,0.29379254124549725,5,Bachelor,Mortgage,Business,0
37.52194854234287,17755.48933205663,4.163477232934977,4700.336850794579,699.8051084612678,0.21816756011547164,7,PhD,Rent,Debt Consolidation,0
18.0,32492.83500935514,2.9295841341714297,65925.22867877269,572.0032038943874,0.5657428397679931,4,Bachelor,Mortgage,Business,0
18.0,20843.554608527695,3.7029215553331967,3828.6395645385837,767.7716132005728,0.26099415587786673,4,Bachelor,Own,Debt Consolidation,0
32.79434059732686,24616.909761730185,0.3872306816083685,13221.452381107507,666.751286654443,0.3911096992938115,3,Master,Mortgage,Business,0
37.46906063416612,23868.279792733098,0.724389295815671,1670.4056947079735,486.2977590804571,0.20447762435822167,3,Bachelor,Rent,Business,0
23.748021722622767,21827.295643439313,0.5554269708105068,7339.610589448656,741.4223045994503,0.09733294464576761,7,High School,Rent,Debt Consolidation,0
24.11306589523658,95711.52834661168,2.7129143310186787,10870.27657265074,786.3597551834299,0.7329503816910156,4,High School,Mortgage,Debt Consolidation,0
40.61472629826133,15783.026371106333,0.3336283272153703,3308.7752901983627,522.3166690323926,0.37431536802771465,5,High School,Mortgage,Debt Consolidation,0
40.628544804571305,15711.437588442503,0.4023429070089957,26882.650235116653,569.7211318881879,0.11149101744894963,2,Bachelor,Mortgage,Debt Consolidation,0
33.62258939612073,31164.919724141004,4.223346423201068,11471.045088759087,700.238418262629,0.18012736032455998,4,High School,Mortgage,Personal,0
42.80201721186075,16357.07002780186,2.447549775051827,6284.7895006392755,718.1714894868252,0.2808473121753621,6,Master,Mortgage,Home Improvement,0
23.257977042798537,19039.99068906522,4.164971989360251,11372.36992047655,850.0,0.28018373372380434,3,Master,Mortgage,Home Improvement,0
31.44065082913029,12794.805194131615,0.3001469418443053,5040.944127720438,739.090855321155,0.4067802050318765,1,Bachelor,Own,Debt Consolidation,0
51.47877605783673,28163.41177459262,1.0182554805103226,22050.794719497255,850.0,0.3006633134600188,1,Bachelor,Rent,Home Improvement,1
35.68322129939818,28342.80888817718,0.6657805950765399,18255.813960548956,651.9410973932356,0.1440225532477673,2,High School,Rent,Home Improvement,0
36.26312514586999,18814.89213411628,0.019456503294053087,10923.940694774288,688.3626667660016,0.23412149306552069,4,High School,Own,Business,0
58.059465859677395,31489.46562379915,0.6696115411232284,13218.248791113592,593.1871198821427,0.24432425393402696,2,High School,Mortgage,Home Improvement,0
21.00657834151229,10000.0,0.9547277050433757,2485.5345645585066,597.7397075424934,0.20239718771636075,4,High School,Own,Personal,0
42.9643036664211,15468.690607720422,0.19350564175542873,26201.084588383696,664.7100330582414,0.1982529928733695,3,Bachelor,Own,Debt Consolidation,0
51.639862798081,20231.789963487292,1.6716695630103795,7483.933060363215,591.7495833589364,0.13967051020946913,4,Bachelor,Mortgage,Personal,1
31.751420735014538,12257.076854172545,0.9663322723455287,18398.722641706212,393.59138682431114,0.36246502206959963,2,High School,Mortgage,Debt Consolidation,0
43.596307868548465,10000.0,0.09515129477006846,14762.918055031769,583.3199318617848,0.3477184720909883,1,PhD,Mortgage,Debt Consolidation,0
25.17980502789095,18883.655102272533,2.434648849468121,18174.445882383752,757.6694125400196,0.0905047549479269,2,High School,Mortgage,Debt Consolidation,0
28.132676044326484,31163.725199540946,2.6133391775957153,3504.452703070099,657.2809020223298,0.060491804162002116,6,Bachelor,Mortgage,Home Improvement,0
38.849664160476344,41816.831114661254,3.5972230980328774,3880.039163093863,657.8409480886787,0.6099040844923059,6,Bachelor,Own,Medical,0
42.9856667311059,16753.392572685934,1.3292772762555647,48953.19003337879,573.6555071094297,0.6072847055086776,3,Bachelor,Mortgage,Business,0
46.20936512406246,31780.491917531563,6.925643336028447,2403.127615832078,683.2950344725713,0.42653201165520127,5,Bachelor,Rent,Debt Consolidation,0
50.69628586939493,30280.8572839451,4.908308255364049,3367.452211838504,815.8658272441191,0.17039733564594187,4,PhD,Mortgage,Business,0
34.32553441444818,40509.99801381546,1.6030316548897139,8388.317116487637,790.0706375037507,0.3945756799915733,2,High School,Mortgage,Debt Consolidation,0
46.93611755172588,18488.50533698418,1.1774011166009133,8399.973095107538,686.5868910103414,0.23176287340255905,3,High School,Own,Home Improvement,0
31.57695156550851,10000.0,0.0060780822278794075,5260.521989176241,564.6275956041011,0.515080844727002,4,High School,Own,Debt Consolidation,0
44.02091311588268,22813.161934514632,2.482619339462361,13264.719195704049,826.7198063038074,0.16227654733283525,1,High School,Own,Home Improvement,0
37.074887978521815,13267.903534669327,1.6646093299418452,16675.014662276848,755.9242691261616,0.38155312076331993,5,Master,Own,Debt Consolidation,0
39.45677907081924,15340.435210376025,5.5465905991681215,7986.164561609135,501.9155973015779,0.027532376887200703,6,Bachelor,Own,Business,1
39.235078740220374,18946.80184082506,1.8039480398635066,6536.833234344366,474.3205797589919,0.5146359698090348,3,Bachelor,Rent,Debt Consolidation,0
18.952949902021878,18592.920785535724,9.882991156747261,7960.047517118688,507.456855026025,0.06306954637932506,0,Bachelor,Mortgage,Debt Consolidation,0
23.758781411392267,23641.98967170079,3.8458231176912765,5443.139930367894,600.6331678447494,0.6655687366381655,3,Bachelor,Mortgage,Debt Consolidation,0
36.02541439817522,31306.410322968888,6.140822667985467,2082.679253087242,740.1782820121971,0.15151730422008572,6,PhD,Rent,Personal,0
18.127209203588315,18327.028352699894,0.7939904717757789,10308.659504607229,737.7951467378604,0.2409363951952997,3,Bachelor,Own,Debt Consolidation,0
43.31211103199756,26845.37289164846,0.3234761036707323,14953.020088091856,684.0719845181297,0.4891851677615735,2,Master,Mortgage,Business,0
43.71555966288142,22190.243848106657,3.187839033980937,7164.246547286526,635.9545920810799,0.053237042413081574,1,Bachelor,Own,Personal,0
38.2717055287779,35162.91299094963,3.0854014605836935,1323.3708761211324,850.0,0.08393960417162445,0,Master,Own,Medical,0
23.78865987242078,20044.379604227215,0.4751162361124255,5128.804980423929,653.3988037807213,0.49124987971661616,9,Bachelor,Own,Business,0
48.80138938868515,21174.15603621469,2.8941675531748654,16723.624801567956,641.3014666152153,0.296029661896687,5,High School,Rent,Debt Consolidation,0
55.37210639718358,18266.05641917496,1.7444202234908663,2564.1983893032816,599.2421427111469,0.24372891631627538,1,Bachelor,Other,Medical,0
36.470768274459736,20310.143702823196,0.23200082697241217,14139.212116157665,850.0,0.21955093012195287,2,PhD,Other,Business,0
40.10535378451236,14887.183229579334,1.3934415066245114,5674.099193368416,722.0899910211434,0.3674634458351081,1,Master,Mortgage,Medical,0
37.01738654796044,14167.435805566141,5.351301578469339,7982.284115177965,546.5511996482114,0.2886293123083211,2,Bachelor,Rent,Debt Consolidation,0
40.303691889987995,32463.858151321576,1.4122927926842856,4681.062492108063,534.7036861298434,0.2045028853422579,0,High School,Rent,Business,0
33.80441243373604,12815.35266864873,3.10894314464915,3266.6948134172167,481.99626299685735,0.3137338747166303,2,High School,Own,Debt Consolidation,0
34.65435760156197,18777.99444795756,0.05867222655957425,25524.57964712838,640.3230374400241,0.1917738297281227,3,High School,Mortgage,Business,1
44.057176004973655,36595.16449856044,2.604505138967489,15563.305735837572,500.1522866717122,0.17872606917274458,4,Master,Rent,Business,0
58.456241618964405,18465.31898953626,5.868799753243959,13572.172334244744,533.2397204297577,0.3816203459456215,5,Bachelor,Own,Debt Consolidation,0
20.999287655982613,33335.23507226941,1.384406392078872,16761.575710585133,756.8341348394015,0.4907803471543282,8,High School,Rent,Medical,0
33.96187515597033,16390.827189732834,0.824103242358442,12114.663990184168,739.0996313031369,0.43723016714695223,2,High School,Rent,Personal,0
23.19539514767918,13022.295381741926,2.080595281408153,17245.473886233216,799.1401978818313,0.24533230142150125,3,Bachelor,Mortgage,Debt Consolidation,0
50.920248985760836,10000.0,4.960106057609486,4764.1737593043545,502.96797275476627,0.18098295453922342,2,PhD,Mortgage,Personal,0
29.122620306801018,42461.880993299004,0.3890384549420537,24395.391239737895,549.7679866503485,0.34101607795896366,1,High School,Mortgage,Home Improvement,0
20.56799206214206,12476.029087267716,1.0340033461214462,22714.183851909333,587.1435387002139,0.12006842714647727,6,Bachelor,Mortgage,Business,0
41.38186998848573,32003.267791821483,0.3398935567158612,10986.094041790573,814.0084957693346,0.09314476009723216,3,Bachelor,Own,Debt Consolidation,0
52.44311114743111,13360.080688132957,1.372955867895064,6435.625780518733,656.2882118448025,0.07965318491991352,5,Bachelor,Rent,Medical,0
41.635978685607625,42560.92930580425,1.5548932604351975,3044.7577644664225,832.2025458463344,0.35204542403079064,2,Bachelor,Mortgage,Home Improvement,0
37.04797877281917,66395.9515058028,5.772092383302502,9729.58204888034,712.7444212557602,0.20618190637707884,5,High School,Own,Personal,0
39.09140922775994,10000.0,1.0638096538870203,31192.47452975193,638.7578636449791,0.19161784333523782,5,PhD,Mortgage,Personal,1
49.14840662825554,12805.394198862161,1.6738347126438569,3201.35764001687,707.3837941357062,0.0991217108055506,3,High School,Other,Debt Consolidation,0
26.2580072998585,32421.13914897208,4.3302180277190665,18296.40952610772,477.06189939413673,0.35530143028448263,3,High School,Other,Business,0
33.88152895913687,28467.5881639313,0.7754615900591232,5557.195763192597,444.5762511091734,0.10753159409600788,3,High School,Other,Home Improvement,0
30.473098514904667,32482.635310137586,2.242721379077723,5949.852879787091,675.9257710655677,0.1137512394254847,3,Bachelor,Other,Debt Consolidation,0
23.3213469270829,16533.141560226886,2.83072020416633,3164.128075307344,651.4402043708516,0.12880288203846377,3,Bachelor,Mortgage,Debt Consolidation,0
31.716247405831975,59502.11163165842,0.8025325750726756,4438.20661702625,843.3617534612549,0.3171262668199197,8,Bachelor,Mortgage,Debt Consolidation,0
46.077210959824484,23365.707461095368,0.35906973172631346,13594.569200068754,512.1050272454875,0.3458382257624909,4,Bachelor,Mortgage,Home Improvement,0
40.66602148392725,11986.28923238312,1.397966522404153,15016.457645687617,687.2452452047519,0.08940636239281312,9,Master,Rent,Debt Consolidation,0
41.443105001082,19407.71118771642,0.8826045020097253,9785.788556301879,719.527856641855,0.5997656842901288,1,High School,Rent,Medical,0
36.46475611653318,12066.84094365248,0.6197529299536487,5428.12857584718,684.2812777293393,0.24627345590303654,4,PhD,Rent,Medical,0
40.23323782728588,48799.27227229386,7.255291076407022,3351.469677160056,759.8946004911103,0.50529318475468,9,Master,Rent,Business,0
26.994096576518945,15832.72640968348,1.3949250312848798,8513.486000305546,586.762775603394,0.026067215478106736,2,High School,Rent,Home Improvement,0
31.90490114072771,28176.448329831866,3.882529624525463,6051.349334339967,733.2231638918445,0.07457776119070278,1,Bachelor,Other,Personal,0
36.92004236968677,17407.621864976194,0.434614756262833,9594.49847773816,706.1525110820506,0.21300848948250947,3,Bachelor,Rent,Home Improvement,0
37.775158588818904,16192.546862161413,5.6083326528581,6266.729208273254,766.5854257784207,0.3791067363668731,3,Bachelor,Mortgage,Debt Consolidation,0
38.20187854921873,10000.0,3.1639512979259097,6396.256463620667,598.8836429583583,0.3923038649698853,6,PhD,Own,Personal,0
33.61664717983622,29705.494316268032,3.307742801412127,9201.930232306759,531.3796652448199,0.07770682345615322,5,Bachelor,Mortgage,Debt Consolidation,0
31.225765988696704,42175.32554588173,0.9878218911665245,10740.253506215608,587.1443769939759,0.4064215807267128,3,Bachelor,Mortgage,Debt Consolidation,0
66.57771283044298,13933.011191043492,1.3296520472960267,21571.688839541897,543.6941703570008,0.5962572428994117,3,Master,Mortgage,Personal,0
44.06787272932399,10171.911666314969,1.799626104635371,6188.260650530024,593.5022016376032,0.21100354119307,5,Bachelor,Own,Debt Consolidation,0
39.13147475952623,32914.1528270868,3.119063753638505,12536.449167987075,616.571669168646,0.16483293185953093,1,PhD,Rent,Debt Consolidation,1
32.66791501793606,10000.0,3.7817027085463355,34299.897582809775,558.8608537137152,0.5935490472757066,1,Bachelor,Own,Medical,0
30.487811730561234,40528.73339048936,0.1625183981944216,12805.897159311025,650.7773578798602,0.3663790380945651,5,High School,Rent,Business,0
33.691994062730444,14013.864479560501,4.688114337817328,20566.129341273238,532.0982909083108,0.350224366661354,2,Bachelor,Mortgage,Debt Consolidation,1
37.92828843586683,12687.26011721271,5.545070327484477,4931.991439538903,642.6799576716888,0.058369977642984024,3,Bachelor,Mortgage,Debt Consolidation,0
18.0,24940.074603922123,1.79733096805491,4553.791618726344,600.4777756290163,0.08035355843799806,5,High School,Mortgage,Debt Consolidation,0
19.30610404625316,13107.37538821368,0.41343493541631254,7133.0964032463935,637.8768973872809,0.5200595329260579,6,Master,Rent,Medical,0
28.631176110610426,15466.697751715285,3.4120609880668304,7767.0685317228545,689.3357973433201,0.3846311843126235,1,Bachelor,Rent,Medical,0
37.071394367785686,26291.236937096222,1.5907479542284666,19085.031461904662,608.1768931896186,0.11337277781502222,3,High School,Rent,Debt Consolidation,0
32.607268528481484,10000.0,3.3986864406985484,4519.934767056178,572.2037429011765,0.5639783678872562,2,Bachelor,Rent,Home Improvement,0
49.78121226099484,50071.61817039095,3.3727256756094404,7548.451122368747,584.5471429334773,0.07591599553232296,0,PhD,Mortgage,Home Improvement,0
20.176032130042312,22512.366653199093,0.18144592887471067,19146.21256206827,752.3123276070069,0.5835124484965485,3,High School,Mortgage,Personal,0
27.486545303966295,11539.335935222522,1.8680003874312352,9628.039165011882,777.6315028176074,0.3756019793762734,3,Bachelor,Mortgage,Debt Consolidation,0
50.200917409911014,13245.02534632393,1.3199831045376271,8033.265796947668,598.5101007120044,0.14954370585727159,4,Master,Own,Debt Consolidation,0
36.31119324675147,36164.13602293781,5.841972181610623,9806.47437635484,634.5466873635486,0.4193229708449365,3,High School,Mortgage,Home Improvement,0
43.848425828011585,29748.276232698456,0.7037765279994677,3287.7476314046085,479.56013320153704,0.17291354312522664,2,Master,Own,Debt Consolidation,0
55.51246943269463,44063.64427779703,0.4613439029534589,3245.4117499951994,631.8059389232084,0.4001843594679676,1,Bachelor,Own,Personal,0
28.061955820981773,15656.298539626316,4.547739817640138,2274.3031998576234,504.8444500718871,0.09962134177199441,5,Bachelor,Mortgage,Debt Consolidation,0
34.00685662207968,25547.427830689106,0.3220179492839142,9560.02317203633,601.1662553319984,0.20444933978801322,2,High School,Other,Home Improvement,0
32.27573099069129,27262.95107220711,2.3200359802641377,16900.25179435463,757.7372413929221,0.12316711342568194,6,Bachelor,Rent,Debt Consolidation,0
18.0,31183.168283255407,0.713406499655283,14950.039002571624,499.8100371139193,0.1669142075615027,3,Bachelor,Own,Debt Consolidation,0
31.89603196244031,38701.76796080116,1.67794541400952,20229.604788356395,559.798923947817,0.17632480505344875,1,Master,Mortgage,Debt Consolidation,0
43.81062187380665,15388.381368694143,1.9153686588381622,25935.754420120258,560.2902573056626,0.25405147208916007,4,Bachelor,Mortgage,Medical,0
40.40589541812241,20804.29773289272,1.0804034201245727,9097.16319953764,483.1146564808914,0.1214301912297196,7,Bachelor,Rent,Debt Consolidation,0
41.1908316938801,16235.00718679744,7.3749592875790935,7694.905963890044,736.2705477254947,0.061711425737027946,1,Master,Mortgage,Home Improvement,0
31.244910193605005,21454.593772648474,0.28274276024655665,26390.826716027364,677.7238033801074,0.4425791892638556,2,Bachelor,Mortgage,Home Improvement,0
28.439027639943586,31232.559114605247,0.9931850894054035,4624.797395729905,830.8854215041456,0.5033707797915679,6,High School,Own,Personal,0
47.692556718986204,10000.0,1.1256254293891261,3156.357348001819,550.4681600662365,0.25751936062930736,3,Master,Rent,Debt Consolidation,0
30.026828536423302,38356.749347628815,1.9941717521768074,6178.905541630628,472.7848627813729,0.3575357912842696,4,PhD,Rent,Home Improvement,0
37.94082038793214,12461.62171878987,1.04599803350502,5627.414348704737,744.131881880201,0.5465544263668165,3,Bachelor,Own,Personal,0
36.633346806775386,18888.618807195875,0.20414521212752085,8422.49512654169,613.916217536831,0.19591654687719515,1,PhD,Rent,Debt Consolidation,0
49.617170162571185,41026.39678245634,5.891219259091982,4105.095340548941,603.3375922450441,0.16324977316554967,1,Bachelor,Rent,Debt Consolidation,0
44.714123576723594,25952.023410701535,1.0759794381761087,10892.028994727936,797.8026409548902,0.3969642543600137,2,Master,Own,Debt Consolidation,0
22.047413793328793,26101.941411630283,0.8391495474955923,5139.496352162213,666.9762362447004,0.27328918572779365,1,Bachelor,Mortgage,Home Improvement,0
23.1244683322496,12206.049608311956,1.183789831466623,21645.720816662502,740.4195814076248,0.42636413718992805,3,PhD,Other,Business,0
40.78909818069134,13068.460777532824,0.4882126921176665,3116.1314676159764,587.7352648322259,0.4638972168962006,3,PhD,Own,Debt Consolidation,0
34.35662352620834,35264.36342637524,0.2112137245943383,7247.571651766463,577.4855350729516,0.1667875252945145,8,Master,Own,Personal,0
30.448282160462362,16406.423718231566,0.32169589768979584,6198.536946020116,613.4626816212996,0.3272063217873528,4,PhD,Rent,Personal,0
45.156278839944704,17197.92581451007,0.36461469859830614,9746.971868241048,717.0366608032865,0.3191021235526334,4,High School,Rent,Medical,0
36.87459382088911,35666.80222705837,0.4404791394463661,17006.715700931334,655.0900088789949,0.21694318086519768,5,Master,Mortgage,Personal,0
35.52457386889444,13030.43725760491,1.0893171563690087,10026.318102832789,696.7960974899911,0.4161898767178411,1,Bachelor,Rent,Debt Consolidation,0
42.7982864075505,25200.460986395476,1.9557965399862416,7310.939311828876,389.6767477504328,0.18851506791727948,5,Master,Own,Home Improvement,0
31.248910050564355,22504.11956213769,1.9825018773742527,14086.948793170894,461.80316734074677,0.594048025705704,1,Master,Mortgage,Debt Consolidation,1
50.68518985472554,21996.90712144153,0.00019514864429240556,15905.493243164641,434.6320767631429,0.20578181088321945,4,Bachelor,Mortgage,Personal,0
27.119523767669918,16996.830832826527,5.07554341598468,10050.320840077537,612.0706145714004,0.6311263143925218,0,Bachelor,Mortgage,Medical,0
41.56929066342088,16482.7953407106,3.4614850641785497,11048.759761243897,510.23401254737803,0.09630712704549436,4,High School,Other,Debt Consolidation,0
49.33832838659845,12846.38744486161,6.645033386381505,13592.97558293292,818.9654763516982,0.6328551241804564,8,Master,Mortgage,Business,0
21.227045107279,28038.462661439524,0.8925315329939255,2175.1624259248147,647.8615033679174,0.36327670741265344,2,High School,Mortgage,Business,0
31.56664824147551,15770.957651043362,2.1860515050573524,6120.235351135412,671.6688452902342,0.39939901797319693,3,High School,Rent,Debt Consolidation,0
46.42207392885558,35752.3868376723,0.3678955549632857,10948.821949833511,541.02078836061,0.1494390394877399,5,High School,Rent,Debt Consolidation,0
46.572445477310254,19687.170899347933,3.3968992380848757,6417.051433936943,537.9011909239834,0.5062454953408547,4,Master,Own,Debt Consolidation,0
33.28504399611761,12974.935738297845,0.3519659115663414,6434.841496700201,805.1238636876177,0.3157381910528506,5,Bachelor,Rent,Debt Consolidation,0
27.653289063231405,19557.088032770378,0.7890079057522094,10937.157700697877,828.2412324594717,0.5460205957072369,1,Bachelor,Mortgage,Debt Consolidation,0
44.559358223307626,17936.112192180022,1.3499657340244162,11137.977891790628,691.5822012491502,0.36837675342370974,3,Bachelor,Rent,Medical,0
46.83549102581605,36481.17692491635,1.8054250135140357,11773.982269175902,446.8252163069121,0.07298700304671323,4,Master,Own,Medical,0
23.35336651487605,18315.44378078097,1.6402937279447447,4299.359042226353,607.4521869376216,0.7192623344937704,6,Bachelor,Mortgage,Debt Consolidation,0
22.960863510336196,19185.207328020148,0.21538426733541652,2606.483598255455,681.3267486492349,0.026792744470655938,2,Master,Rent,Personal,0
37.252566819836,44612.677778838,1.0952420373600507,15421.369029320958,627.2033729946207,0.29010454648261663,2,Bachelor,Rent,Home Improvement,0
41.293606334288924,28399.694320584607,5.1255443278880355,4474.131770005563,437.98339094091864,0.03947435611718182,0,Master,Rent,Personal,0
32.009309147699454,50582.0984953314,4.117216581542464,4233.48036464854,834.9515576042121,0.3041643832524967,3,High School,Rent,Home Improvement,0
41.792938199823496,41337.381970936935,1.7870219599283692,3938.6715668723396,566.4506046955147,0.4185042622483049,1,Master,Own,Home Improvement,0
27.89863393162618,14135.133374119849,1.6987814499192908,20349.75421820724,515.8850872650887,0.4313547064827705,4,Master,Mortgage,Debt Consolidation,0
18.0,36133.490437089546,0.23683563513658765,9600.989544243514,646.9123804018119,0.6097171372118789,2,Master,Own,Debt Consolidation,0
30.76098927667404,47223.72275422425,0.44693583860739544,10657.495418003498,768.4253464560505,0.2212014967570032,4,High School,Rent,Business,0
35.632321465131014,47401.37739189523,0.5824158756430955,14067.760184680685,701.3016457878714,0.2670525165697282,3,Master,Mortgage,Personal,0
32.241600401035434,36099.994493572536,1.3396260186083657,7833.021292475373,518.4359346821575,0.5751348546637371,6,Bachelor,Mortgage,Debt Consolidation,0
23.41396736340515,35730.55547851656,2.628736749959671,18217.73356056142,501.9406391114836,0.4287432569765228,1,PhD,Rent,Debt Consolidation,0
18.0,18933.1470704089,1.2350605870265987,3110.558201922723,430.8421269547589,0.2595506433330254,2,High School,Mortgage,Personal,0
29.859111956321023,14491.37549245849,0.2694894953697628,3399.944528747159,620.8395388679323,0.13094643383257806,6,High School,Rent,Debt Consolidation,0
43.97655771649744,18469.78329937325,1.1573129021307147,3253.167537047015,602.6909065606797,0.30830262925720675,4,High School,Rent,Personal,0
47.561974394136826,10000.0,0.35498627379196906,11354.106890755958,701.3870604646474,0.3058507974908153,3,High School,Mortgage,Medical,0
46.87713384138455,43105.14565492164,2.7817886631034,12150.603969522608,581.4489757220653,0.2553278686847902,3,Bachelor,Rent,Debt Consolidation,0
26.84090464851447,19117.387118622082,0.36424521814172034,5552.115862802014,747.3707494356131,0.16145457266988777,2,High School,Rent,Debt Consolidation,0
23.462936763696362,42010.10083962491,1.3176228725576005,6728.108451633448,715.4684188625785,0.27729003582539113,2,Master,Own,Personal,0
39.96634614979895,11899.482745488021,2.364511359354018,22347.203756222258,577.1118354496114,0.3334251413136072,5,Bachelor,Own,Debt Consolidation,0
41.351000115979254,37847.20683497084,0.5180546427778046,4649.202800994946,689.117459457278,0.5045275349863465,0,High School,Other,Debt Consolidation,0
39.001696052004974,17198.19423426833,0.1581515837888085,10263.469639025112,782.897209124649,0.036909103658710925,1,High School,Own,Home Improvement,0
18.0,11589.042236315196,1.6570152375082094,4681.750245995474,553.9294050088174,0.37735173890519,2,High School,Mortgage,Debt Consolidation,0
26.331154151165336,49690.002061315805,0.11145392983092105,19472.90828726508,628.6672128313933,0.26668260195835464,5,Bachelor,Mortgage,Debt Consolidation,0
34.70311209714021,38317.26414874733,1.772341082093815,13396.395368734438,626.7211807723037,0.20456829557117817,2,High School,Mortgage,Debt Consolidation,0
39.87218194630427,24486.9649010809,2.800774705607624,2646.1548339536757,614.2284962861621,0.35588564161617825,1,High School,Rent,Debt Consolidation,0
42.673073626024866,22403.420847008565,0.7989143588349138,6577.16563054691,730.1896309751519,0.5127630639813998,2,Bachelor,Mortgage,Personal,0
36.4425352228204,27439.943132572513,1.3402266530425286,1535.781371247877,738.1082578627464,0.4997167192785569,2,Bachelor,Rent,Debt Consolidation,0
38.30783806538236,24277.718850272136,5.28345324832694,16653.313170110046,690.667319114902,0.10080329386800616,1,Bachelor,Rent,Home Improvement,0
35.848654583611044,14821.913742183659,1.2739453213886924,41682.93788957298,685.8935107469359,0.22509464933363282,5,Master,Own,Home Improvement,0
41.85619374218483,17925.397932958906,11.34111791375266,1416.079057127036,593.7791577951673,0.35146948328403144,1,Master,Mortgage,Debt Consolidation,0
38.12865651490911,58709.62231750219,0.3415823628647665,2587.172985704715,683.0527959012313,0.07493327635149181,2,High School,Rent,Home Improvement,0
35.65737660047287,83790.78961610289,2.4684097967403424,9263.674534004658,521.4830355828481,0.2695886879477855,6,Master,Own,Home Improvement,1
32.31631200862619,48114.27803141383,2.1146639240123415,7984.304465881838,850.0,0.19298258317354838,0,High School,Own,Business,0
35.81291425042481,27976.27112618849,4.1162184213477415,5833.216617156717,785.0266395664748,0.3790940167620573,2,High School,Rent,Personal,0
39.84591378839275,18603.880810228853,0.19399827696396799,2018.084324467966,745.65367094814,0.27988075968616527,3,Bachelor,Rent,Personal,0
37.67475388898061,14778.18008141501,0.6575820815729893,10496.083472881184,690.833737890665,0.09858811074330356,4,Master,Rent,Home Improvement,0
38.808264183452536,15273.25891336592,0.2835401338653845,16481.78451960156,690.918201682878,0.09384542454716707,7,PhD,Rent,Home Improvement,0
48.427218613511855,16703.37661792234,5.408966807544405,79030.43883934728,480.9878792385369,0.17905312343950314,1,Bachelor,Mortgage,Business,0
37.65163922746587,64574.961432518074,1.1124666660409692,23059.436048916607,524.138846690276,0.2275229412274282,3,Bachelor,Mortgage,Medical,0
28.510014795268425,54346.80733791599,4.8173549869411225,2867.0164582431967,536.6030258239216,0.2725091411579948,2,Bachelor,Mortgage,Debt Consolidation,0
43.83606785994169,31988.73840402959,0.6974333739574817,8026.3637485186455,655.8350712699333,0.40950583041700694,6,PhD,Rent,Home Improvement,0
21.338016623310825,13625.433176457467,0.2701923212980371,13012.453990949016,621.8479141862439,0.5808483025783557,1,Bachelor,Mortgage,Debt Consolidation,0
24.18586619260713,34424.64335053943,0.7034807720862435,4672.225744688916,731.1328352527212,0.37743602493720035,4,Master,Rent,Business,0
38.35847264720069,19549.236007403048,1.8185029281528517,15123.568007613725,553.4452313520134,0.3176490732933153,2,Bachelor,Own,Personal,0
40.16396667786579,10000.0,3.731663762475113,14224.231486045554,752.6613389680285,0.2432600930239193,1,Bachelor,Rent,Debt Consolidation,0
22.54948776496005,25426.578885176998,0.9735369731678659,21804.85155886406,567.9619715903356,0.3330526626934509,1,High School,Mortgage,Personal,1
31.171825190132502,14458.58275622085,4.925710969485123,15394.940610136662,608.2036363025401,0.2996531283851181,3,Bachelor,Own,Home Improvement,0
28.939161677803412,14705.44754564593,0.5600418143391198,10179.33455496396,739.5444756458685,0.4258852290064457,7,Master,Rent,Debt Consolidation,0
30.13323677118403,19434.32289502845,2.3653405611079097,4864.185704969832,700.4654586904927,0.15128844562829552,2,High School,Own,Debt Consolidation,0
44.43597776272946,17168.61889452101,2.661441942511229,2879.975667776177,524.8544011239136,0.6516326081431247,2,Master,Rent,Debt Consolidation,1
42.06505463547253,21652.400187462194,0.640308380318916,9654.823466316479,756.4060623127044,0.10473045739762957,2,PhD,Mortgage,Debt Consolidation,0
34.80877820146293,21138.149603077865,0.0546804794437848,5866.026262694088,658.8986299320101,0.3022682220474897,1,PhD,Own,Debt Consolidation,0
29.54038072885072,10000.0,0.9090082339336155,6337.516236455274,435.7793425803883,0.20911367319525015,2,PhD,Mortgage,Medical,0
21.503503297798595,47105.21493865748,0.09249869889229527,19879.26271148702,565.7318091819852,0.3973234746847371,3,High School,Own,Medical,0
49.201849387819486,13471.230798290862,4.6203027989100045,24224.97030708981,609.0373477246608,0.1532359152118463,4,PhD,Rent,Medical,0
40.92113900284919,13681.513314109514,6.137692805856379,3016.0602538563126,533.0661572692024,0.1828394942155444,1,Master,Mortgage,Debt Consolidation,0
27.933308959268594,18689.616366553804,2.658920253455069,6847.613766204454,784.2712643385247,0.1694747241555406,6,PhD,Rent,Debt Consolidation,0
42.19599497624891,20865.087284522142,2.594257571134119,5729.799763227951,612.5241151060794,0.17343986958479743,1,PhD,Mortgage,Debt Consolidation,0
34.29776379425374,45683.3833727414,0.5512242021186076,10424.633744232664,696.0182981145111,0.11127009426100246,4,Bachelor,Mortgage,Home Improvement,0
32.12890495137657,25202.83396304416,0.15360135335585365,1322.1015710563559,670.6587663192473,0.08173613454827552,2,PhD,Own,Debt Consolidation,0
39.35211528289602,29238.24062923918,3.2400337038358202,2518.2754776242036,720.5745380169759,0.12886348561702055,5,High School,Mortgage,Debt Consolidation,0
27.585017500872752,25267.34409603449,1.6381553253953485,7376.127519845363,817.3050641565002,0.6300829046673533,4,Master,Rent,Debt Consolidation,0
31.5624348048989,24728.97201341644,2.28906658958087,15197.5903314938,717.5700550405328,0.2095318223212614,0,Bachelor,Own,Debt Consolidation,0
36.214610641995456,25715.899869340985,3.0249951067906258,8606.152125857023,824.2614176185563,0.1477487123763399,4,Master,Mortgage,Personal,0
30.005488071147866,10000.0,1.0533486706365953,13866.146688409608,720.2251919230705,0.4276415277391268,3,Master,Mortgage,Business,0
41.69085210267524,19439.080112524163,0.31224729297597614,9488.603274872019,663.1531943937808,0.31207818346430033,4,Master,Rent,Personal,0
53.690665036782605,39384.61572826471,3.169849650089416,22494.624735241956,682.1456104173861,0.4276858801583077,1,Bachelor,Rent,Debt Consolidation,0
27.457018673928573,158128.8530692396,1.2094143262972181,26601.158303490956,387.46314623256296,0.44468412953980924,2,High School,Mortgage,Debt Consolidation,0
18.348747036959555,12062.36475700939,3.5080516168700884,4409.998773255976,604.4844539551839,0.20960362298820104,6,Bachelor,Mortgage,Debt Consolidation,0
18.0,27215.446582596855,1.1514364925490401,16430.855381188805,635.641744466969,0.5398048154368212,4,High School,Mortgage,Home Improvement,0
33.49531858505018,16555.550646361444,0.4892870781901656,12167.158062355717,693.8054302222376,0.5903628918995076,3,Master,Mortgage,Medical,0
28.368354098738173,61317.83047317146,0.37508235063448364,60098.16070030864,647.4490380645251,0.2107504627154593,3,Bachelor,Mortgage,Medical,0
37.078605010670806,11193.724856573674,2.7245444855194743,4280.1014209927,683.387598102802,0.3271626849277901,0,High School,Rent,Personal,0
36.32597672026101,30105.69830138257,1.7108105130788411,7380.6100381523975,517.6810055114618,0.13554485888537354,3,Bachelor,Mortgage,Home Improvement,0
18.967831533859037,10898.652647414523,1.037053403735928,3548.148131800705,491.8657127756789,0.24745081032565133,5,Bachelor,Other,Personal,0
18.0,18783.17245796114,1.3550073856841571,3720.6401445027964,531.686782369775,0.21143492150412083,1,PhD,Mortgage,Personal,0
37.959332403460955,21651.78838972058,1.5954098383325328,11030.850501694496,807.1194440849745,0.5054734128327665,1,PhD,Rent,Home Improvement,0
36.35428834719957,37603.252972800125,0.5473386012739029,9551.320884573717,523.2101141970969,0.3234146962077005,0,Master,Mortgage,Debt Consolidation,0
30.741820016334486,12854.080479011027,0.950162853967259,12495.962550132374,571.1394995601544,0.17564034372045823,4,Bachelor,Own,Home Improvement,0
18.428564148676955,30689.980874302135,0.6917850392794455,12280.930616830452,660.5153478286826,0.23425527133810925,0,Master,Mortgage,Home Improvement,0
39.713912627649904,22234.243105670852,0.9834315928843506,6710.9043527059575,490.8377056507317,0.37976792892421013,4,Bachelor,Mortgage,Business,0
47.71899545423943,25245.335706454665,1.3885444804762381,6673.960528279751,562.7655172626828,0.08803642631746576,4,Bachelor,Own,Debt Consolidation,0
37.77982440218922,35566.74522359115,0.38076602006814275,3727.007880910872,717.6781796367429,0.328061696268085,4,PhD,Mortgage,Debt Consolidation,0
26.525261094349354,11599.550814970735,1.0001507725429213,4624.282748766213,606.1957599843023,0.019788066554447738,4,Bachelor,Mortgage,Home Improvement,0
35.44552165571152,33034.16099136867,0.9738746147838181,7743.109102479729,818.3486232734602,0.21141054412179186,6,High School,Rent,Debt Consolidation,0
21.33885919066315,16573.28885883229,0.6737553247485917,9486.487659679267,480.1443931409651,0.6831834976613217,3,High School,Own,Personal,0
45.57960713838793,38098.749059371505,12.9996860717084,14308.804316664475,615.4396810085636,0.2004647125202234,2,Bachelor,Own,Home Improvement,0
35.818443345295385,26037.12849178167,0.1529577342290848,13188.341885423686,606.2221895515228,0.40166388938027947,7,Bachelor,Mortgage,Debt Consolidation,0
18.0,19835.644177732665,2.059765283643569,28160.1014375886,649.1065845642934,0.28183909805299356,3,PhD,Rent,Debt Consolidation,0
31.993256395563172,16399.18660710536,0.3833832942827376,3721.3788083560285,527.3236402554548,0.3220655054364014,0,High School,Other,Personal,0
39.633015102342306,33244.59568810874,3.6592216270690137,6727.316939705624,591.9522121823197,0.3601186804829446,5,High School,Mortgage,Debt Consolidation,0
31.669523790244774,41376.809370839626,4.911391800902421,3990.837370035864,728.9123430654066,0.4892266815649535,0,High School,Mortgage,Business,0
32.24104278559826,16874.758922589393,1.0265839340799399,22512.582531098844,623.0598689120401,0.4197860834594579,4,Bachelor,Own,Debt Consolidation,0
22.755977929527283,12500.15992375938,3.468624620925913,5420.920367084353,543.0272094793228,0.22900042747595156,2,Bachelor,Mortgage,Home Improvement,0
40.66540987081656,31166.70078994496,0.5751226910792968,20414.933818801783,850.0,0.07124751342360716,7,Bachelor,Mortgage,Debt Consolidation,0
28.515307999808627,10675.797354988727,0.3018051051855455,25905.97476473535,654.9099810667044,0.1964302145115279,2,PhD,Rent,Business,0
18.0,11467.17380858801,0.7592388081986423,11279.583163384976,711.3343956618521,0.4226375317866639,3,Bachelor,Own,Debt Consolidation,0
31.28742629329606,12947.394658765841,0.8361101014362656,10243.996054632831,726.4144312535149,0.33211220562514054,4,Master,Mortgage,Debt Consolidation,0
44.811497155703535,17894.966630875635,1.012862402749986,8357.51252032505,642.9242177215591,0.4172020668162822,2,Master,Rent,Business,0
31.130705534000526,11291.822333283104,0.9334865143445844,6287.477092534353,571.0256362119316,0.28746755014318753,0,Bachelor,Rent,Home Improvement,0
52.37984985123521,10000.0,1.0591487528580619,5710.673170379575,669.9197675907448,0.11609517561145045,6,Bachelor,Own,Home Improvement,0
39.28967948548517,12484.933831143147,2.4759788342426847,7201.658466354083,579.9888369848306,0.11487556026259661,3,Bachelor,Rent,Debt Consolidation,0
38.38758162280366,30370.809834333802,0.5636124259920863,34874.204623999016,687.1568796614694,0.3859325666677401,3,Master,Other,Personal,0
33.71601734082391,11663.597711940467,0.03750057775791311,3521.0546071617687,633.5759660007304,0.15105770849661626,2,Bachelor,Rent,Debt Consolidation,0
34.31713792235709,18580.448687429078,1.3454367590216647,9544.185300878407,752.9415009673684,0.44721858384959984,5,Bachelor,Mortgage,Personal,0
32.36576364880496,58299.52537254867,1.1894699765133332,14314.735945335859,535.8499540990099,0.3471494017178636,2,High School,Mortgage,Debt Consolidation,0
31.977306079174735,21491.50317813887,0.12388908847909445,6454.283687378491,721.8516923109895,0.2502805544223611,4,Master,Rent,Debt Consolidation,0
40.30867162067149,26141.137315668097,0.28728213638232,11303.479718570774,711.3780268430648,0.22512081632257822,0,High School,Other,Debt Consolidation,0
25.641687702094345,13725.078568939249,1.4263769229776428,2431.633541669895,626.0976710201774,0.10900805426743387,1,Bachelor,Mortgage,Home Improvement,0
24.241061712757404,64973.67240150438,0.5351073886443815,23389.313688384063,723.019554406996,0.14163459043248672,2,Master,Mortgage,Business,0
23.768049491246224,16803.672714057237,4.200893944496285,20028.64883165004,691.8892868422754,0.3393151274235949,3,High School,Own,Home Improvement,0
55.45654547677154,19652.260675401896,0.3806086363419911,7489.51469360685,716.7151779369049,0.22592164089610722,5,PhD,Mortgage,Business,0
40.3034290167058,42554.00861080356,0.04065569937360285,4008.3353433129632,710.3516110130703,0.2640317716552561,0,High School,Mortgage,Home Improvement,0
38.04492201680145,20113.2257982523,1.1868345439278463,15280.282000335132,655.0120372343166,0.4168593711102636,5,Master,Mortgage,Personal,0
24.424853297065685,22560.24107125783,8.560834217971081,3234.095038376509,590.3795702596268,0.32306775289065814,2,Master,Own,Medical,0
41.23342300674828,19132.73152227872,2.0095474348782187,3627.5063935250846,589.2244790100304,0.11626503559576859,3,Bachelor,Mortgage,Business,0
33.83428653546672,19198.43052089688,0.8740035688066725,7762.9089462837555,628.5353579552368,0.4209504844523585,1,High School,Mortgage,Home Improvement,0
37.1416894113175,26509.30295869612,0.034023793413970806,27294.302331644918,734.3143352312497,0.18399832414262063,2,High School,Mortgage,Home Improvement,0
25.233796841364438,29041.22335494286,1.326976532648778,13527.30459980354,713.2248881927102,0.061733676290048285,2,Master,Own,Business,0
36.602688574175765,15968.539501446294,0.46251778897460105,4829.044321417449,750.598147727317,0.16663549942268327,4,Bachelor,Rent,Debt Consolidation,0
30.761664617935168,15017.324374401267,2.0868514528316093,2109.7434824638717,760.6278220434033,0.4798242659421057,6,PhD,Mortgage,Debt Consolidation,0
27.343888429698122,16243.237634421419,1.7493788521019489,8376.758718663368,628.3006651751278,0.14953442634691566,0,Master,Mortgage,Home Improvement,0
42.34106335807249,10931.163142088664,0.6163513458830705,9908.3927421977,846.2421676771703,0.36172334068986256,3,High School,Mortgage,Debt Consolidation,0
19.622921914699976,10000.0,0.14274010567278844,7644.761604833532,639.6019951223298,0.32513397028839097,7,Bachelor,Mortgage,Debt Consolidation,0
40.647762643141505,25554.879953371405,2.813150861711938,34375.98001828581,600.610353825509,0.3068769051303225,4,Bachelor,Mortgage,Home Improvement,0
41.84486133552996,35217.482548081156,1.7611913694793262,7291.455690853031,683.3332980193996,0.4421170411518409,3,High School,Mortgage,Home Improvement,0
26.203563244487594,34047.86632343221,3.6919192257735327,1305.4507999222421,698.3711970960848,0.062193624008780105,6,High School,Mortgage,Personal,0
26.796715388675324,10000.0,0.6016697603101399,5850.534791856129,575.8439960595007,0.2370983472585976,2,High School,Mortgage,Home Improvement,1
32.769743187335976,19486.310190225082,2.116066140366317,11657.623968326514,634.1347997631887,0.4054881807546907,4,Bachelor,Rent,Personal,0
37.820362104622205,12694.879754353913,0.2526701266340215,11042.622611420631,605.302857857984,0.4257855715220725,3,Master,Own,Debt Consolidation,0
33.471450081857746,23667.75184501539,0.6900854593659439,7035.030964363771,664.154290769411,0.47263761502486196,3,High School,Other,Business,0
39.335624601918795,17873.746524418413,2.1373640732376193,6162.423787544552,729.5859013672978,0.10608775781690742,5,Master,Mortgage,Home Improvement,0
52.62979652537399,29612.62154935317,3.4925931559631573,1636.4780681342834,623.4090723382965,0.6655189099507505,1,High School,Mortgage,Personal,0
29.922832308502862,21816.535159019266,0.7740488796655366,8678.60955214189,707.2714988532271,0.44964066516256007,2,Master,Mortgage,Business,0
18.0,10000.0,3.2074441237174827,6180.174455736193,511.11524165695755,0.1634144224728478,5,Bachelor,Rent,Debt Consolidation,0
43.25923583030653,13581.40780954809,2.2648705437294,9891.191629051009,738.9785824774832,0.14008834989759522,1,Bachelor,Rent,Home Improvement,0
51.8331457592753,22090.270847131964,0.8574923571718841,12004.434704593172,604.6569643075134,0.10780905069057646,1,Bachelor,Rent,Business,0
38.92768363051125,23041.569072949853,4.181359917470057,21869.64098425915,602.8738520678411,0.33996816015090603,2,Master,Mortgage,Business,0
24.12251324646332,10907.016711928234,1.42355557930028,3772.7064681875595,690.0339893353246,0.1460010555980065,3,Bachelor,Own,Business,0
33.76107636764799,10216.610429493343,2.0896510995100805,2877.8946352984194,695.2901431562531,0.24788648150560894,2,Bachelor,Rent,Medical,0
23.814765157883677,22654.701220701845,1.3688956276466089,5119.574530661783,638.7692020054145,0.3179844616267155,0,High School,Mortgage,Home Improvement,0
41.42855493962948,10917.981053279907,1.2055893046748154,4498.617489298599,561.1201294004268,0.21378247727426147,6,High School,Rent,Debt Consolidation,0
21.487095973015656,10000.0,3.767456343534761,4186.717697725536,602.0431072682508,0.27875417390157803,3,PhD,Rent,Debt Consolidation,0
31.998712131718,17631.2776622897,0.6982765891799726,25743.183502405293,659.5242417208068,0.2244397920828062,3,PhD,Own,Debt Consolidation,0
24.956621737060935,17253.614803472694,0.07463383556108832,9124.630616343584,698.984114325452,0.39145756682908667,5,Bachelor,Own,Debt Consolidation,0
36.268246851349616,14197.196028798557,4.236907741681293,39258.16669000527,567.7050915646257,0.23290143664702453,2,Bachelor,Own,Debt Consolidation,0
31.336583228622423,15492.813057031384,3.4862123780099834,8083.204436579291,585.9857919154819,0.35100618907575604,4,Master,Rent,Debt Consolidation,0
36.76762103250264,22179.37011262193,0.9131814896377165,3173.209580918732,676.2943635558624,0.3516563491320916,2,Bachelor,Rent,Debt Consolidation,0
35.223505549663656,15366.092084603657,0.41024172685424354,4244.843930758996,641.6772073538849,0.17841665673002902,3,Bachelor,Mortgage,Debt Consolidation,0
25.1334097227589,22818.99337304378,2.2511468495748415,18390.036045112065,664.6498283099991,0.30643657262734786,2,Master,Other,Debt Consolidation,0
41.26877063529022,18210.720387639252,0.16407134249078426,3271.2210711138787,388.55589238160906,0.5002915946527935,5,Bachelor,Rent,Debt Consolidation,1
34.51234348156885,23952.430446072187,1.10244387453451,12661.248587132415,620.5087732330755,0.461165542669218,1,High School,Own,Home Improvement,0
25.114709921340996,34169.98078310441,0.17954817196722572,6091.1853266192375,735.3269472492437,0.1922270366717941,4,PhD,Rent,Debt Consolidation,0
57.409265562057925,33510.829113468586,1.822157054729658,3851.1979775019627,588.4125029580039,0.543270190960288,3,High School,Mortgage,Medical,0
39.764301667171246,41944.61076280328,0.05517077206546274,24568.38630039072,698.6525577691003,0.2748252749177222,2,High School,Rent,Debt Consolidation,0
33.467394466006944,33492.38734138147,1.984391889611487,5060.128569465496,529.1255355554873,0.5287926478431902,4,Bachelor,Mortgage,Debt Consolidation,0
49.15204526701824,24816.865605975545,2.236847940541666,4179.484448863815,493.7214930795545,0.3518161400656041,2,PhD,Own,Business,0
53.418156093866074,17734.801616906632,1.3355222008505927,7607.466942339494,691.781757927797,0.20650644555584488,6,PhD,Own,Debt Consolidation,0
33.546505776861146,18144.441486347765,0.3847615533680486,5395.98180687093,644.5535047873714,0.25394365690349974,0,Master,Rent,Debt Consolidation,0
38.47397486434762,14201.62035777919,0.21382107403479952,47666.719095546265,616.4113049105669,0.08039419513819565,5,Bachelor,Rent,Business,0
25.11997181997059,22076.40445735897,0.7516932409374145,18925.88488545873,734.6466416826079,0.22541756813069397,7,Bachelor,Own,Business,0
33.528072492319886,31216.23963032759,1.251749847470278,5051.528056957984,618.8159249073235,0.3162648430327599,5,Bachelor,Own,Home Improvement,0
33.009374462401304,15323.857376180062,2.0556087051470993,5539.892144185578,586.7380751447421,0.01583619971285744,6,Bachelor,Own,Home Improvement,0
36.84827033621654,21620.367099364215,0.002501819159516047,1610.7277588000616,575.9179993598322,0.1608592548318627,5,High School,Mortgage,Home Improvement,0
38.3276047863701,15698.47551457195,2.483099578314057,9044.597714877093,554.7654819227575,0.16711149826202415,1,High School,Rent,Business,0
40.5982844882806,24457.132376265014,2.4945396915911795,4457.540901813874,696.6647706575337,0.4221493579965481,3,High School,Mortgage,Debt Consolidation,0
37.37642656299959,16735.84839194673,1.1759094614217713,8694.17991705566,618.7901938219334,0.45868419290429663,3,Master,Own,Home Improvement,0
22.892573733708353,15218.159753566508,0.8413801816385812,1680.7253313552296,764.2520942543421,0.29857191855253157,3,High School,Mortgage,Debt Consolidation,0
25.61532894258915,15678.04574510497,3.6942301927649095,7931.480007571704,354.7668330828575,0.04291923369035892,1,Master,Rent,Debt Consolidation,0
29.535923805363268,28329.654208912958,3.070400801917606,31537.64040644465,742.2840271527491,0.13046728609629638,7,Bachelor,Rent,Debt Consolidation,0
32.17759408076771,20986.303661578597,8.181831516715677,8461.76389408085,685.9629615433394,0.27931126753077945,5,Bachelor,Rent,Debt Consolidation,0
45.507742904721134,17779.282163563585,0.9302098720046132,4360.11734669101,640.9175882424638,0.13562121156290308,2,High School,Rent,Debt Consolidation,0
23.37061013147087,25101.986145035607,4.746714912041056,7971.489319988513,520.8586733721438,0.025044344170519706,4,Bachelor,Mortgage,Home Improvement,0
31.425849518293,17903.327909246826,0.18291935399301248,7697.116144887202,484.01226794930386,0.5552283060142542,1,High School,Rent,Debt Consolidation,0
44.5300949821405,38687.001608237944,1.0602413850365044,46791.952528705864,725.1090623734686,0.5396741650549389,1,Master,Rent,Medical,0
32.00122525503388,13535.442887401603,1.2523761281645323,6208.821961083009,674.2146607170511,0.10716413828718785,2,Master,Own,Medical,0
39.60415649842824,20060.625522185685,1.1627619885074385,3094.4496722110534,672.3218732068436,0.27475099429564714,1,Master,Mortgage,Home Improvement,0
33.604579570720965,10911.98918712184,1.9621822462260767,8243.386647549276,639.7529159054843,0.21685835721446742,1,High School,Own,Debt Consolidation,0
37.56783257324723,18519.190616917407,0.3731600355752582,9475.137960044058,734.9807632936139,0.08709289398950307,2,High School,Mortgage,Personal,0
32.71527456190459,10000.0,4.026591202160608,12706.091118316204,591.4128156365551,0.4066318129270193,5,High School,Own,Business,0
41.67065472728354,31989.348317106585,1.6048708818341746,14832.996630854968,616.3594853406807,0.13501655165217952,3,Bachelor,Own,Personal,0
19.549435925935647,32313.871767509976,4.691184530163101,38731.97899472859,632.3404407741648,0.2157026222494508,4,Master,Own,Personal,0
31.36687991611455,32600.571140945554,0.0052702257676461505,5031.4779081839915,628.6340113936586,0.14290859362038918,5,High School,Mortgage,Home Improvement,0
37.96572676694308,22346.751441128246,1.9884402968710868,4678.628098809898,783.657249126579,0.2803869769767437,1,Bachelor,Mortgage,Medical,0
40.33695248006193,14186.765438804898,1.0636145710068132,1838.4733741808177,524.5562061392735,0.07293707979399448,4,Master,Own,Business,0
49.929526227538275,14762.26710090763,1.4067953223749095,13757.274439914036,454.5429481897145,0.23938335168708594,5,Bachelor,Mortgage,Debt Consolidation,0
31.089753331344237,47338.82335725488,2.7236289923098513,3984.4258683135763,504.5973763263755,0.24145639109190897,5,Bachelor,Other,Debt Consolidation,0
49.79481761860873,45154.1988316508,0.5153451211608833,16537.923621897186,718.3650951191432,0.2976682189534054,3,Bachelor,Mortgage,Debt Consolidation,0
28.409761733403293,23418.406120039814,0.45857335148429634,5468.130529757909,639.9225376480882,0.1665537593371644,2,Bachelor,Own,Personal,0
48.286464115446435,17020.656658435786,2.428098925746319,32233.655173008814,490.1279462869419,0.5239450034763437,3,Bachelor,Rent,Medical,0
43.17467126698372,43665.4177232827,1.4736371237269537,2573.94363171573,659.966503034942,0.11125909589821167,0,Bachelor,Rent,Home Improvement,0
25.865414203677773,15564.507164364832,0.5322041376859995,18367.54270793515,617.6014623533762,0.4461906389612578,3,Master,Mortgage,Debt Consolidation,0
38.07039237251822,24696.69243284485,1.3233692557062144,16698.497933372968,705.9494596187452,0.22203873121033818,5,Bachelor,Own,Debt Consolidation,0
34.487641644678085,43303.063094422825,1.2307374130676012,12348.14527691847,729.4266403444796,0.6169796722517819,2,Bachelor,Mortgage,Personal,0
41.255845936750006,14498.938954328998,2.3517066276434293,3314.920899043615,850.0,0.21209258074705611,4,High School,Mortgage,Debt Consolidation,0
32.767284115666904,33343.2887035596,0.005329301299179824,12393.416166182576,531.7849179865533,0.3918445965625538,3,PhD,Mortgage,Medical,0
31.927537743382686,28574.7973827921,1.7674547682836959,8968.733862500781,463.7239840601303,0.2980256616325569,4,Master,Rent,Debt Consolidation,0
48.69094582762851,21595.532182711384,1.8611756525482643,1873.9336032414546,708.911754358612,0.4542347858921027,2,PhD,Own,Debt Consolidation,0
34.01279105544327,13403.661574400308,2.736988551129023,28187.06297149772,748.6712637023462,0.256667247174955,3,High School,Own,Business,0
43.26422324191766,15333.267908366583,4.4006070133948,6145.718056111154,522.4305615045656,0.3385100542390164,0,Bachelor,Mortgage,Business,0
32.746485149558005,25456.478217032472,1.1603149522283858,26501.964911240797,522.5271180701953,0.2152738727213156,6,High School,Rent,Debt Consolidation,1
51.666632592275235,10811.131778963658,0.83868254961689,7676.130361009299,684.436628701029,0.5152300576802348,3,High School,Rent,Business,0
28.216653706645065,23514.485853202288,0.21588408433332162,17780.557261866743,821.4482819100292,0.156391503663278,6,Master,Rent,Debt Consolidation,0
28.85856468752815,28869.053638834306,0.8214654500264081,4073.9972045078066,562.3391249910032,0.3858030640570001,3,High School,Other,Debt Consolidation,0
50.24517181115903,36048.12341892132,0.1418852515699694,9619.503811302062,658.7066795345739,0.4732226721694439,2,Bachelor,Own,Debt Consolidation,0
30.550536091047473,10947.008075225365,3.247278606453339,9092.030999496945,460.08552732518274,0.22463563659199515,3,Bachelor,Own,Debt Consolidation,0
51.01074306164392,42536.748359294965,3.2901938894162197,6254.892134611501,630.1414458930268,0.2970208305812043,5,Master,Own,Debt Consolidation,0
43.91840579594813,51414.820532485835,1.07995164237445,4042.5127638783897,638.6352250681946,0.26234752194607885,4,Bachelor,Mortgage,Business,0
33.453502934391665,27040.08798018834,0.6012407823697995,1000.0,796.7540445404175,0.2635463652531381,2,PhD,Rent,Medical,0
18.0,13107.96984467387,0.2511719690362851,4119.110303226608,579.3322206261024,0.1642961993046938,3,Bachelor,Mortgage,Home Improvement,0
34.80681695728164,18693.765580155792,3.8108039188669465,14191.625141879635,718.6410393825525,0.12479767278224027,2,PhD,Mortgage,Debt Consolidation,0
36.016300535334246,21508.454673412187,4.199211411895077,2653.9818095349706,572.8238100818879,0.554246685123647,0,PhD,Mortgage,Medical,0
46.67217733304373,25215.94355928385,0.6192817970336185,3132.2068160027807,659.0332261171162,0.012137041856000029,2,High School,Other,Business,0
50.88447176240112,22269.889008164126,1.9444556285155226,2571.153097432998,850.0,0.5159069405996161,5,Bachelor,Mortgage,Home Improvement,0
28.150128208562524,25351.23108744135,0.5985747478627957,9576.912117319644,829.3101429321641,0.37797346532874426,5,High School,Mortgage,Debt Consolidation,0
43.011817639881826,21049.384974714016,0.5101113056821003,3965.0539158673773,846.056793822373,0.7783874547590117,3,Bachelor,Rent,Debt Consolidation,0
42.65402156013349,25148.50039367504,0.04287234489778381,21510.024940823627,689.7572207961398,0.3469954360230496,5,Bachelor,Mortgage,Medical,0
45.73412702410445,17496.187681696334,1.7215200893930516,14584.225314870135,628.973753641113,0.1406452163551702,2,High School,Mortgage,Business,0
39.98689912135544,18599.809942590007,0.3249003182792726,9510.00090935894,678.4925681627363,0.3226199452776615,5,Master,Rent,Personal,0
18.0,16514.390226868265,0.024896685969472383,10333.63856861033,696.6048272506196,0.14644378159857183,2,High School,Mortgage,Debt Consolidation,0
33.445775674722405,57447.672401524316,0.22153055540539013,4401.239751309488,688.9314723089316,0.22558592108692013,4,Bachelor,Rent,Medical,0
23.44292425083085,45795.92503399954,0.753082504866662,4402.1392687955695,578.8613459045935,0.3271768323046763,3,Bachelor,Own,Business,0
32.973942270819265,29075.38139730134,2.2122600933313232,14311.536471553232,574.8440217097111,0.18644603935725085,0,Bachelor,Own,Business,0
44.80004236133894,42729.91325800855,0.4528555101549785,16826.555785400815,590.3742084863055,0.3786210633557813,3,High School,Rent,Home Improvement,0
38.05150835874973,32834.3554836408,4.371214763611816,14211.54437612514,757.0315426986568,0.2177188406295754,2,Bachelor,Own,Debt Consolidation,0
46.480908663974326,24116.1152783182,0.6807271451879191,5561.003601714703,767.9037126647132,0.3572847270247792,2,High School,Mortgage,Business,0
38.41753920713539,10375.622356724964,0.804619052665995,5925.037754104395,850.0,0.14144868643228375,3,Bachelor,Mortgage,Home Improvement,0
22.01674060331097,19320.423734188884,0.4917427144310282,3845.2525964061833,692.5645771599148,0.2854911483626736,2,High School,Rent,Debt Consolidation,0
18.0,18629.116779999105,0.5855375411098717,14981.974684913226,571.1570873265105,0.11380595070171305,4,Bachelor,Mortgage,Home Improvement,0
36.4880876167959,12499.731129935808,0.1540539340531705,1687.216739137066,602.1109919508049,0.5460898431298534,2,Bachelor,Mortgage,Personal,1
32.86073533648835,10476.803090236655,0.698464217693666,1389.3773221976337,634.2497829742983,0.18205037887956851,7,Bachelor,Own,Business,1
25.230542606181178,28179.77140000033,3.926768302506168,1629.6368898792552,800.6248622959621,0.2664347043172694,4,Bachelor,Rent,Personal,0
18.0,25906.577194576348,2.332227454759891,1459.4991002920374,723.2938817798594,0.396904498704423,1,High School,Mortgage,Debt Consolidation,0
27.652567865272907,12287.05453103879,4.163178955537491,23997.686796326903,515.3191393335799,0.2289696284594757,4,PhD,Mortgage,Home Improvement,0
33.05508515135224,15169.782682801204,0.22154809456010366,15205.983654590309,644.315642118454,0.5175384763910996,1,Master,Mortgage,Medical,0
41.6587782370639,39364.16393401055,1.2162031152200545,3106.0985081810204,502.85234680547904,0.2507649772037057,1,Bachelor,Mortgage,Home Improvement,0
36.8863108156798,14202.194064550356,0.5207950692465961,7444.670413660766,709.2477946954892,0.5217582119919901,4,Master,Mortgage,Debt Consolidation,0
51.08067247172729,23990.17023683856,2.5546330437502016,26176.891561267767,579.3192205536197,0.3477869831061541,3,Bachelor,Own,Home Improvement,0
24.64395943954606,20032.492318815486,7.029033955600771,12090.301686998113,588.876591780128,0.16608574583649882,4,PhD,Rent,Personal,0
43.81058892057433,28372.67279914436,3.3786889484632656,43980.47279932326,462.1268678674282,0.2138569912171704,3,PhD,Rent,Home Improvement,0
35.47298743128728,14356.32906345123,0.07183094979467176,7395.204974351039,725.6818405078957,0.38829308845422167,5,PhD,Own,Debt Consolidation,0
41.946691241185846,23041.25857041736,0.7615245852203708,4797.6084967857205,770.8666715382928,0.17188321818421098,2,High School,Mortgage,Debt Consolidation,0
30.634851367344567,23965.277446309217,0.0579920835699158,3412.2004883182726,580.7057737511996,0.5245575379080611,5,High School,Mortgage,Home Improvement,0
45.716803738905895,24713.14094270977,0.08199186706642293,8257.818476237204,633.7985044127008,0.570087282121397,1,High School,Mortgage,Medical,0
37.952247583452426,22914.769293814014,0.1657098087454142,17134.5387142036,602.0693071463705,0.449375584749841,2,High School,Other,Debt Consolidation,0
28.205550150822507,26168.316401263768,0.6468310958633036,8771.823834374136,628.1740113590164,0.27941859492346305,1,Bachelor,Own,Personal,0
34.87975971086812,65899.43626315503,0.7253939878135448,6084.160296690225,568.0344616784081,0.19822865446343085,6,High School,Mortgage,Debt Consolidation,0
32.60444141062901,79272.68433013231,1.023163529920367,22141.663706190197,539.9748700023015,0.07602061503543026,6,Bachelor,Mortgage,Debt Consolidation,0
39.891783506377934,16000.766872532866,1.0381561450440433,12371.041740363447,786.8619712525166,0.5721857583120712,2,High School,Mortgage,Home Improvement,0
23.202232506254916,10000.0,2.9516419005693417,7400.114874879044,386.0284500041577,0.14222103518416865,3,High School,Mortgage,Debt Consolidation,0
34.706482978843056,29665.725960921154,0.30491180190403033,4388.430746557237,700.4114269014796,0.48462479275644454,2,High School,Mortgage,Debt Consolidation,0
38.95307252649331,24176.254947856058,0.34333450988020053,6610.706209992503,678.3332224633948,0.2538013950790497,1,Master,Mortgage,Personal,0
35.33023307193033,37440.973415223634,1.9701514553244814,11827.679432817931,815.3918940690598,0.14093697800007296,2,High School,Mortgage,Debt Consolidation,0
48.46941244388996,25398.43786805468,1.6960596333020035,4340.396138616397,626.3614130481625,0.283561435303122,3,Bachelor,Mortgage,Personal,0
42.74022774071052,22681.43369168487,0.3344829628539517,3020.1979331096722,612.8697091339777,0.5012621963521281,4,Master,Rent,Debt Consolidation,0
34.925192032592534,38733.235075000295,3.8246625422894636,5518.597300322065,569.1538912933338,0.2230591840586382,3,High School,Mortgage,Debt Consolidation,0
37.16689097497673,41539.094303982616,0.79814938307245,7790.2812822929545,685.5563689173433,0.17795438669928768,5,High School,Mortgage,Home Improvement,0
37.95665551482,11011.769899473262,0.9144665521800993,24116.032135153946,579.1768440704482,0.08091679518747594,2,Bachelor,Mortgage,Debt Consolidation,0
39.03299604166824,14642.695749075798,1.09104146608698,3203.4066610793293,537.121457306046,0.6480864771109859,2,Bachelor,Other,Medical,0
18.0,20893.711768384877,0.779287469637483,9714.729108139818,576.2916090224942,0.23071776212690437,3,Bachelor,Rent,Debt Consolidation,0
31.984737042306527,23137.704885333125,1.6304264858154005,6489.513343894946,555.3186834365824,0.3173757350073721,5,High School,Mortgage,Personal,0
20.155609318065736,19673.117685174617,0.9841638562272007,6752.360127429255,549.4043307432253,0.06534028776546509,7,Bachelor,Own,Medical,0
47.78280947459486,27367.284672049776,0.6006830010739623,27763.931863005582,658.5308864641938,0.20384701757469983,2,High School,Mortgage,Debt Consolidation,0
34.391504799970726,36244.84323794389,4.696731801570337,8647.017215328264,630.5463404387789,0.3313552663308144,0,PhD,Mortgage,Debt Consolidation,0
33.06659050320377,52122.6490205334,0.737352603539645,3901.654881194937,704.9592693505634,0.10594072231584854,3,Bachelor,Mortgage,Personal,0
43.96797332033235,29420.780161990646,2.397897064085573,16498.048451658342,664.722987638136,0.17865096270062789,7,PhD,Rent,Home Improvement,0
39.22324797449875,14383.44484674183,0.8530509693710282,15555.857684560431,529.7278284222646,0.37540157594121093,7,High School,Mortgage,Business,0
23.713654856207928,20461.736061590942,1.1426379619203857,3637.5407365286273,437.74492278190974,0.3845500436383227,5,Bachelor,Own,Home Improvement,0
34.29094637472631,21212.03269011839,0.5382271405963309,3120.194492655961,544.384153213821,0.40293406720028513,3,Bachelor,Mortgage,Debt Consolidation,0
31.648330267736153,28490.33312123334,2.7913130546006464,11253.289667377363,726.3766464006733,0.36212291902629057,3,PhD,Own,Medical,0
18.0,26744.49713859457,2.6727487293884695,7892.157824722308,724.110987590637,0.28270805276880634,3,High School,Rent,Home Improvement,0
28.097237667627954,61402.03921508239,0.04498196482198317,5561.003386901907,748.4677519520217,0.22690406677253053,2,Master,Own,Home Improvement,0
33.16459677983534,17487.531711840435,0.12416370175854874,18864.53166317794,733.7939962946776,0.40183598760396394,3,PhD,Own,Personal,0
33.850490685081574,26698.836505969368,5.111768959159305,5045.113566163889,758.7145544377814,0.08182489573272908,2,Bachelor,Mortgage,Business,0
20.17768576322691,71493.06270514878,4.393332716620224,11353.147781125634,690.6316384149591,0.23826483053505232,5,PhD,Own,Medical,0
46.516655830474754,16438.748683125086,1.4107925619461439,20737.843412980208,830.2940984264056,0.32687320188541386,3,High School,Own,Business,0
33.97896941108561,23684.45839483925,1.3598988765522322,6177.662927648959,679.365058106355,0.4901559637476316,5,High School,Rent,Personal,0
35.37553076660563,13733.038107860464,3.347144224068404,1875.6696329447843,849.9263817785063,0.390240784571397,3,High School,Mortgage,Debt Consolidation,0
39.00641638339837,22949.316887926,0.29804471376427427,5869.6235129858,587.3611425284273,0.38396314393173575,2,Bachelor,Own,Home Improvement,0
27.119237460963287,14911.550991614671,2.1208945806287445,9427.884311648213,584.8060574035221,0.18204860252260915,4,Bachelor,Mortgage,Debt Consolidation,0
39.56355973132696,37175.322695914314,1.2924622838382043,18077.16383684861,630.7617449179961,0.5031053451835421,0,Bachelor,Mortgage,Business,0
31.32925353981817,23710.171908940796,2.7199361523008583,5340.483376552891,646.252054618624,0.3188307872830996,2,Master,Own,Debt Consolidation,0
26.034144593528083,13798.309587857895,0.06113036704940627,32159.872449758794,617.875597907316,0.32531561862986924,4,Bachelor,Mortgage,Debt Consolidation,0
40.73447493355399,33532.95108623416,1.7965359915837638,2866.772458478645,703.9667877963111,0.39572423342526586,6,High School,Mortgage,Personal,0
49.91673858801808,24096.76840564816,1.6271443747713878,9240.164168558036,639.7679383318459,0.26922571281130947,1,High School,Mortgage,Debt Consolidation,0
42.248293734858315,35468.823864238766,3.6757952589648903,6692.010111123908,589.28247250486,0.18324330802397704,6,High School,Mortgage,Debt Consolidation,0
44.22977565140431,12408.893174499752,2.2591925308672463,23805.518785241384,610.3971780933412,0.45782592577467757,4,Bachelor,Own,Personal,0
29.79369393437701,26487.076297360585,4.243201499671006,2492.601580264458,771.7623175083438,0.2715957458228204,4,Master,Mortgage,Debt Consolidation,0
19.023802708315436,32424.540804866796,4.365578331661857,11390.190784866783,681.7165844483375,0.24280379055188847,1,High School,Rent,Home Improvement,0
49.90137522099841,17824.180239964182,1.0490514220488965,6664.929763743107,482.37231084243416,0.577136820845995,1,Master,Other,Home Improvement,0
55.5451488940476,11736.966108473178,0.29568753265568604,27537.741467432916,801.0624419336161,0.07156807864833858,4,Bachelor,Rent,Debt Consolidation,0
50.42806773769682,21572.966357886256,1.9900384094356594,4176.183436747446,693.350860971092,0.21023901640421283,1,Bachelor,Rent,Personal,0
31.642140610202503,40703.023123483494,4.13892061521842,11296.572159855401,713.913079084081,0.3763233723829255,2,PhD,Own,Business,0
23.45365661271156,38675.637751203256,0.15582220806666794,4144.124254358699,742.9071434444058,0.04372019276534625,0,High School,Own,Business,0
24.343173021804333,17779.222560793183,1.632543643326606,9418.675399683907,748.0732111991786,0.36251270808064784,1,Master,Own,Debt Consolidation,0
18.162674323859513,11596.484627494268,0.244334198253388,6030.035047029575,558.0886408797483,0.26728827596522664,1,High School,Rent,Debt Consolidation,0
33.926213815899544,17754.78151626898,0.05473415466823079,5953.986033232364,542.9785212242924,0.5237955987883811,4,Master,Own,Personal,0
51.056779580824546,17426.741524189332,2.276590826024738,1652.5118723588982,850.0,0.19439116504194082,1,High School,Rent,Debt Consolidation,0
33.583373681277564,27535.28058186272,2.290462178703485,11289.938970294823,580.1922250854764,0.1426377925481711,3,High School,Rent,Debt Consolidation,0
38.02322900348275,20899.891541717705,1.8358743980971113,3409.1173340060095,687.8653470104697,0.5936788996665396,5,High School,Mortgage,Home Improvement,0
48.755969643042086,15113.866219788311,3.9211536158097307,3316.4702146236236,813.1464966792907,0.12156450269239444,2,Bachelor,Own,Personal,0
30.959046881676002,38258.901595504125,0.16866942989950048,2335.014256269229,605.6494042451981,0.24413230743225584,0,High School,Mortgage,Debt Consolidation,0
55.35531456719595,23628.595558222703,0.22244479638109438,3481.2980750201064,613.987755966935,0.5127370051454321,4,Bachelor,Own,Debt Consolidation,0
54.920944074974535,27383.826006873598,3.998090415544536,12093.021299154509,742.6464086647793,0.11066630849664792,3,Master,Own,Personal,0
33.68888661319517,10000.0,1.399444376801125,11625.295282627869,671.2873872243485,0.4446760468704081,4,Bachelor,Mortgage,Debt Consolidation,0
29.22465735980787,10000.0,0.6378028869586689,13779.93418502146,699.5112454765912,0.0989709194888988,2,Master,Rent,Business,0
41.97238046390313,10734.596360477028,2.6800202148005936,3563.2035247941817,641.957342368539,0.4011389872723751,6,Bachelor,Rent,Debt Consolidation,0
31.52475057481142,17321.924446894758,4.496264320533931,9622.172025566413,597.3633856950906,0.4616557750942131,7,Bachelor,Rent,Home Improvement,0
23.434447829326636,29383.189638871063,2.3398081554463905,4952.724823959251,616.705888889795,0.3098387787014253,2,Bachelor,Mortgage,Home Improvement,0
47.812386535229805,10000.0,3.139786394689165,17392.31551651958,769.3975914087994,0.5853968250295425,2,High School,Mortgage,Medical,0
47.1644738727708,48845.91507563474,0.6639569698758163,11393.646607297609,620.4381210913567,0.22197951803120836,2,Bachelor,Mortgage,Debt Consolidation,0
36.55511603763561,23987.377018060466,0.6815338977690117,4792.3939130010585,692.8723672387241,0.12143202519798829,3,Bachelor,Mortgage,Business,0
22.37135246271822,43483.9636104761,3.9920233866288384,18628.73254471272,553.1199597412225,0.2776760836881499,1,Master,Mortgage,Personal,0
22.704737487826137,14143.56400215677,1.908311541745198,12159.614740736804,850.0,0.23156175240911103,11,High School,Mortgage,Debt Consolidation,0
36.072292884191526,28337.179002282253,0.5335712027287134,2671.5062702078403,681.8874810354705,0.27891613399824494,4,Bachelor,Mortgage,Home Improvement,0
30.001289654949677,22985.01969229376,1.4853548619926313,2127.668918477048,683.9612063623371,0.3026459285186237,4,High School,Own,Business,0
31.58907067858392,33151.49711808022,2.315836066806387,2756.870238107687,742.6278726916388,0.056371909019916726,5,Master,Other,Personal,0
45.219631550600035,19596.461950607936,0.4932058699932258,30313.407131548975,601.9104227831448,0.29288406023747104,1,Master,Own,Home Improvement,0
42.33179317422558,27906.295974046676,2.127879236366814,3596.188807827826,769.3748126590255,0.06635976093977862,2,Master,Own,Home Improvement,0
48.78142680497613,38219.36714286046,0.08611742534099648,36348.64355904004,498.3694982444126,0.07376579699656452,3,High School,Mortgage,Business,0
25.093767766227423,15905.366596515947,0.7239252927562034,3450.053901603292,588.5579538176532,0.4560359741865247,6,Bachelor,Own,Medical,1
31.56808431313288,24862.65397599287,2.241542868511372,3168.1653829258785,569.8772250843728,0.3200106606701589,5,Bachelor,Mortgage,Debt Consolidation,0
42.589816954601126,10000.0,0.32350683454208373,16382.385551221982,461.9402191275325,0.14157303745162475,2,High School,Rent,Home Improvement,0
39.480783410128915,31296.185795425034,0.5025692219601753,16990.65300715973,597.1314947857743,0.05641480689122718,1,High School,Mortgage,Debt Consolidation,0
50.32380382587622,58532.1392781676,4.225472050904194,12640.486285398369,644.8048379151703,0.2681825949218427,1,Bachelor,Rent,Business,0
39.2053670590407,11822.762481419844,2.24368670119276,13917.30397305418,541.008148105842,0.4260439573568819,4,Bachelor,Mortgage,Debt Consolidation,0
53.48109104105552,21042.708084004833,1.3819738721649766,4267.154880084381,526.5676793705852,0.2920938705409107,5,Bachelor,Mortgage,Debt Consolidation,0
40.40017801723141,34208.88383093475,0.47370769910930466,15778.48459288737,654.1075180895417,0.3293163754266024,1,Bachelor,Own,Debt Consolidation,0
45.6216744758866,22375.205707526748,0.8353071428688521,9818.24174920333,642.000848710587,0.22233591663012164,0,High School,Rent,Home Improvement,0
31.764850532155428,23921.90333467545,1.7081841027818527,6049.795134182068,623.425560500167,0.2302847580497067,2,High School,Own,Home Improvement,0
35.14287211883989,18115.084704289617,0.33757730736455027,8740.266133365554,523.3868255710048,0.003081658707656442,3,Bachelor,Other,Home Improvement,0
44.109444038394756,17781.677877985963,1.3145722089533436,18930.25385898505,610.5463032191315,0.26606042773921806,2,Bachelor,Rent,Home Improvement,0
51.12978170593054,21092.080625525312,1.0517918723659876,11086.467311205854,583.3725631007181,0.5338407433325906,3,High School,Mortgage,Debt Consolidation,0
42.29236949310753,22490.217392006623,1.2951523520018369,1441.9596360934777,658.5878537758252,0.17645226710306006,4,High School,Own,Debt Consolidation,0
34.168282280653806,12201.075336966565,0.22311674613750612,16530.82827654141,594.1167707330181,0.21799247108252784,5,Bachelor,Mortgage,Home Improvement,0
48.77335029528342,21311.220712982475,0.22521136845143494,15548.36816230896,646.124605412163,0.15592363837451795,1,High School,Rent,Business,0
18.0,48255.59069371823,6.654646240928467,5983.42398773821,518.9182391191998,0.24941142321740117,4,High School,Mortgage,Home Improvement,0
20.777654984931264,17862.040599688313,7.76179820910464,8896.370242187906,510.3153150935431,0.1502407308552362,2,Bachelor,Own,Debt Consolidation,1
41.81634223668389,11865.288793969898,1.1108255685769148,8867.886758059165,705.7539998006613,0.4300007077151074,6,Bachelor,Rent,Debt Consolidation,0
35.14108356253125,20420.446677848962,3.1117511981194017,1663.089571634812,726.5352416287849,0.39271603148424655,6,High School,Mortgage,Medical,0
41.055136511241656,15408.792914539821,2.1330149765211974,5876.189300921423,610.7275870174233,0.37256120338459847,3,High School,Own,Home Improvement,0
35.64407522431942,11280.480112814412,0.24867184086219044,6060.9288181622815,652.7636127707738,0.2855763060863802,7,Bachelor,Other,Debt Consolidation,0
40.70945694603873,23613.744861536343,0.7038827793372628,7136.790931400961,605.0286804584273,0.10469729617078684,5,Bachelor,Rent,Business,0
26.855971790068093,15442.19507315725,0.7527392593142301,5320.49588206281,759.72257331197,0.29933622430931434,3,Bachelor,Own,Debt Consolidation,0
40.704860860796906,16117.209877756764,1.8115644545451302,13770.35559633456,629.6899032718584,0.41824942602362547,7,Master,Rent,Business,0
44.944145282075844,23782.699657591158,1.734890244743069,4241.604435076596,600.1124347130254,0.039707257198133616,2,Master,Rent,Debt Consolidation,0
47.205506039312326,10233.405554434097,5.141156375561594,16781.992790266853,746.6298853069784,0.06714127533261059,1,PhD,Mortgage,Business,0
55.13554294648699,10000.0,3.1216413738284743,13261.145752983495,572.5919693311124,0.5549221296253126,4,Bachelor,Own,Personal,0
37.440984435023864,30805.117176352553,3.887691866472585,24060.691030268637,665.6616336506597,0.4251046641816529,7,Bachelor,Rent,Home Improvement,0
37.73911086847179,10000.0,4.437013943794399,32436.487557133427,545.1530010655144,0.2540788459615833,1,PhD,Mortgage,Debt Consolidation,0
19.768275358261523,13516.428524979161,3.2316834719760394,32609.58221473983,716.4549619941436,0.4545061206037694,2,Master,Own,Home Improvement,1
29.685885988615752,10000.0,0.8095744590109022,3138.5168561378337,731.5418859544492,0.5456592046296174,1,Master,Own,Debt Consolidation,0
33.069179259933875,17273.550998182014,0.48417617065848995,10671.678781056798,521.1306201675,0.0667696678178323,4,Master,Rent,Home Improvement,0
45.50319552276355,27283.280941046145,1.6961772566884614,4563.161597043179,505.5358208027292,0.3954333260169269,3,Bachelor,Mortgage,Home Improvement,0
28.88998875910371,23299.07581945787,2.3395828452007246,111774.6055075007,678.8541703513716,0.6000282052475259,3,Master,Mortgage,Debt Consolidation,0
42.963400197488326,72833.89341500514,0.9773716196494511,13243.433016904879,844.0818989228657,0.2940510346484975,3,Master,Mortgage,Home Improvement,0
34.9837828303662,37928.48943792415,3.7722104080495673,25160.978263484758,738.3971072393813,0.011453439028660318,4,Bachelor,Rent,Debt Consolidation,0
33.22831884885238,13827.588953324625,6.466283847839971,11479.241575035414,628.7665199414388,0.43710760296072826,3,Bachelor,Mortgage,Business,0
37.48893969133256,12106.193953415948,1.6851315374700362,1000.0,564.5698725857497,0.5137253145580413,5,Bachelor,Own,Business,0
31.088436277471573,85250.04904791858,1.2197899489418471,4329.242981749244,528.3878440473252,0.04520840391207568,3,High School,Rent,Debt Consolidation,0
30.709627519073344,37469.62946396028,3.7015814632492656,4682.248149767098,721.7074358614415,0.5674055965772252,3,PhD,Rent,Debt Consolidation,0
18.0,29575.003394861153,0.049137811812960355,5930.66589311148,742.2774118691035,0.20510531145781347,3,Bachelor,Mortgage,Personal,0
32.52045792672111,22866.446714674243,0.2762555730896124,10803.81552641065,586.8840604807933,0.16472140317200634,2,Bachelor,Mortgage,Business,0
30.200318538512736,25254.528969229574,3.737164300593988,12101.275987428526,625.3271822289714,0.13308839962871605,1,Master,Rent,Debt Consolidation,0
29.840190106509205,10498.244820902442,2.6337499340516235,1000.0,654.6956338114703,0.0398398097480145,1,High School,Rent,Debt Consolidation,0
39.1687306259004,23825.68751784241,1.0761767916415608,6704.031552431682,831.2846458861496,0.1751837549338679,3,PhD,Mortgage,Home Improvement,0
41.5863195279051,22825.091146486167,4.393782704762934,5493.380510810596,656.5153158543094,0.30818594697223584,3,High School,Own,Medical,0
37.321945046423274,14015.6603301835,0.8660579120143479,24460.88668424245,551.9048145077958,0.30754047587028077,2,High School,Mortgage,Debt Consolidation,0
44.95415190449474,16826.94539713512,2.009399030655397,13014.19134897406,534.3357696034362,0.3758513804379299,5,Master,Rent,Debt Consolidation,0
40.75561925830365,46985.212180257346,2.012072433497619,6999.107935122792,558.8775726796991,0.20690267013157929,1,Bachelor,Rent,Personal,0
32.04943810194358,20690.14005342156,0.40749547580094975,9690.920149935044,776.4022009297565,0.707226802173229,3,Bachelor,Rent,Business,0
30.3714371428562,62043.166228667906,0.670530791552697,2101.4472853319153,701.3140399078958,0.3576170328138939,6,Bachelor,Mortgage,Debt Consolidation,0
38.128222367668464,10000.0,4.95404179316721,13753.954144043264,615.4506346661639,0.08325538006072494,7,Bachelor,Mortgage,Personal,0
40.73767109901901,16965.46195762056,0.4052481801308998,5905.083467140852,357.4703363802155,0.17769010165614246,2,High School,Mortgage,Home Improvement,0
48.97844307031498,10161.493662743673,0.38129130472826883,4247.547267481545,564.7367861675127,0.14619355091287223,5,High School,Rent,Debt Consolidation,0
46.911730449400956,12031.563569548613,1.3063745341876851,23187.890771082024,684.3969427108261,0.38407561317984007,1,Bachelor,Mortgage,Debt Consolidation,1
29.58526993492831,14558.017433101133,0.19345657981788197,10085.607213475985,685.216761450331,0.17769682973759807,4,High School,Mortgage,Personal,0
33.979937198727384,25787.749005451475,4.500482292173499,4758.345276761862,684.3459073504623,0.4823540424246885,3,High School,Mortgage,Debt Consolidation,0
41.7101780491777,25170.12578514492,0.2110524772503954,4996.462709753569,515.2695210838973,0.4537463742092319,0,Master,Mortgage,Business,0
45.679977780589724,15683.348763243852,1.9171310876580172,10858.734647239737,667.7001390558555,0.16242537811386298,4,High School,Mortgage,Debt Consolidation,0
44.38969468704792,10000.0,0.8303699560682981,10204.019978609402,552.4089506944017,0.24540248862049263,2,PhD,Rent,Debt Consolidation,0
34.361221671686536,46112.82715141698,3.2620677253507053,8296.09367257452,650.1891027502196,0.23997224017962848,3,Bachelor,Own,Debt Consolidation,0
22.459773475714833,19093.774948441147,1.7822732601947409,3094.2935045421596,573.2225717039016,0.20392120962056753,4,Bachelor,Mortgage,Personal,0
25.010636237544087,12605.076578474129,0.9830467042975926,3482.9286464136626,757.0431936666122,0.40252360933765047,2,High School,Mortgage,Medical,0
37.72633514319414,25272.32975254981,8.254518869283467,4453.0690761187425,683.7446963990917,0.16620482432102104,4,High School,Mortgage,Personal,0
38.422255794243455,24397.174008784004,0.13705236466126547,6926.312580449283,635.6767316103205,0.2773690238325323,1,Bachelor,Rent,Debt Consolidation,0
24.01320626565615,18744.614575458443,1.7244874053397334,7839.663170802896,788.0377662957428,0.4911627421541547,5,Bachelor,Rent,Debt Consolidation,0
35.44569610889272,23724.546485363393,9.125814277023787,7129.691035301156,612.7507487381483,0.3546667116687516,2,High School,Own,Personal,0
41.31224356971783,12363.267782872239,2.3485215112338613,7395.330238483988,508.49270012862144,0.02767404627924748,3,PhD,Mortgage,Debt Consolidation,0
23.487733424928557,32207.557906642967,2.692376016231945,36497.406357123815,755.5873535597669,0.2472735503362605,3,High School,Mortgage,Medical,0
46.049972018044144,13380.670608213397,0.0652347075242064,15984.904214659804,675.2209858681816,0.08114801285017453,2,Master,Own,Personal,0
31.22468851440175,16272.228689270407,0.04318931676814694,20964.239940988893,618.132281864677,0.3111295321706804,4,Bachelor,Own,Debt Consolidation,0
47.57613112576651,30467.045653080946,0.07355642988714535,11747.681644470636,585.6254716564665,0.46104099941944565,2,High School,Rent,Debt Consolidation,0
29.665475542240998,40214.36232251458,9.588767397987487,8586.290976472506,701.078354317417,0.2937299109115078,3,Bachelor,Own,Business,0
24.733745171158212,48673.367165264164,7.776589592606916,11248.23595898003,731.36350443375,0.12031972946275701,6,High School,Mortgage,Debt Consolidation,0
30.418630101582806,37342.93885346246,0.814460106709025,9707.52015751392,573.3285081214125,0.12123038587628358,0,Bachelor,Mortgage,Business,0
34.048518769226796,18731.538033285196,0.6877482115262649,15465.740509302474,706.534020369166,0.5246529603952069,2,Bachelor,Rent,Business,0
31.11520093228519,10193.274972944708,0.3155515580083514,3714.084995003128,675.0606101168373,0.3058216235706235,5,Bachelor,Mortgage,Home Improvement,0
32.83998578426887,44468.11937219131,0.7983905070741323,14469.491476234161,567.0580555973861,0.45062535728260056,7,High School,Rent,Debt Consolidation,0
38.3396514967619,43710.69091173352,0.9245469458302973,9261.737407323895,650.385843003173,0.4113487721178584,1,Bachelor,Mortgage,Debt Consolidation,0
33.288206302036,15740.80907807193,2.7588982208692268,1908.991497628717,595.3347419306559,0.2034921075350382,5,Bachelor,Own,Debt Consolidation,0
34.33887606047993,34912.301301617474,4.024217151082368,8678.268874175641,774.0338204411609,0.406581486675797,3,Master,Own,Personal,0
18.0,18655.776388367696,2.7466387607770306,2849.861738527809,585.1082727200325,0.2499684485149175,3,Bachelor,Mortgage,Personal,0
38.91698016010473,46659.808516172394,2.0796027215055206,5281.692429824055,800.8873796129532,0.3056325320607667,4,High School,Rent,Business,0
34.10796702308332,17027.205523557477,2.9040144761111755,7134.143439623627,663.1411430662363,0.17245043411447072,8,PhD,Rent,Debt Consolidation,0
51.102929804828705,59238.422779249166,2.6826227111375363,2426.775025586362,475.44869465348916,0.2841566636629089,3,High School,Mortgage,Home Improvement,0
25.604348327460418,32632.37829849875,1.2915720499900456,7762.091139968849,432.6881394852126,0.35818714046548983,3,High School,Mortgage,Debt Consolidation,1
18.0,54109.8989067176,0.8184987261388419,8559.306604062012,629.1392856309096,0.0789411641881005,1,High School,Mortgage,Debt Consolidation,1
41.18068493930042,17467.57117581363,0.6647473018777351,14824.83339123491,783.3626187108339,0.10652369533868694,1,Bachelor,Rent,Business,0
38.46527018313,26970.92740874688,2.274844239849597,5636.326033735815,773.0619844438311,0.11618016397445312,0,High School,Mortgage,Debt Consolidation,0
24.91566979468854,13566.521749192421,6.403257058778244,10092.824486443556,666.6313078593589,0.26973527131941416,3,High School,Rent,Medical,0
19.702510449959085,33590.36759260637,1.7400299234132053,7507.590096933004,576.2931430734747,0.21006924578922714,2,Master,Mortgage,Medical,0
50.3739673068429,34527.82385104761,4.872838833789882,5798.667397236463,608.2701256200644,0.1876209633032869,2,Master,Own,Debt Consolidation,0
49.14110390606782,73021.70166994593,0.028663158406292865,2129.2778504879147,670.7349943879926,0.23248852200438674,5,Master,Rent,Home Improvement,0
18.0,28029.698803879524,3.1643328339572996,7410.993272186405,758.7306483630792,0.15284446687929404,1,Bachelor,Mortgage,Business,0
30.417769707434992,31635.876923979667,3.842861666169526,14700.10621016476,706.9199776663738,0.13165194308125344,6,High School,Mortgage,Personal,0
51.64192054783899,17406.2534053315,1.993883871482929,3839.227937913484,746.8284566197322,0.08415183296457646,4,Master,Other,Home Improvement,0
30.23937442222133,28873.794161679492,5.438050394151252,6807.450212941738,714.367465719204,0.2736142031886209,5,Bachelor,Own,Debt Consolidation,0
30.093877659733472,18215.977920629884,1.7827718586260655,7658.796525653886,743.888490694733,0.36053233757228936,5,Bachelor,Mortgage,Medical,0
32.17240672370632,23340.151093856835,0.5502870920974561,19573.903528597348,423.8800437343433,0.7657663248589283,4,High School,Rent,Business,0
23.791030262318408,24034.794512320044,0.48597129387140253,8300.62638562608,560.7442198794861,0.13522632988358796,3,Master,Mortgage,Debt Consolidation,0
18.0,18468.974761196136,1.6231240316365612,10203.33493504379,539.5187212030808,0.4142644383461617,2,Master,Mortgage,Business,0
45.52547310734749,22730.718993648145,4.739243982208279,8047.165224334029,530.0143226238665,0.3482445238852452,8,Bachelor,Mortgage,Business,0
18.0,18257.886728052817,0.15024023618146745,5465.196412408274,650.5570193854027,0.26941224177356937,4,High School,Rent,Debt Consolidation,0
37.47271452108756,18217.436019134588,1.8546553924645481,3269.5932440453307,505.272059027959,0.27318058037292137,3,High School,Own,Debt Consolidation,0
43.865794927576495,37734.58495623132,2.9376437392220973,6450.689621111687,555.6233717799836,0.1773845011523519,3,High School,Mortgage,Medical,0
20.48773701098842,24045.588321055922,0.24524410633161198,11099.856325492876,640.1294485185653,0.25321814071425586,3,Bachelor,Mortgage,Business,0
25.757315974049284,26200.483298852425,0.24833857293326764,8941.521952049397,489.63912120238797,0.10465268805934504,6,Master,Mortgage,Medical,0
47.131791883915895,10629.066133563663,0.9118164648367957,26465.930511976003,601.3831897583149,0.21386451575626486,1,PhD,Own,Home Improvement,0
40.3289172022704,27220.59584442046,0.6400832095074771,17269.23077943404,713.8843022754213,0.08751254960897031,3,Master,Mortgage,Home Improvement,0
28.827142931211128,28716.05726812453,0.44207693435298323,21860.71174447685,527.4582487760814,0.5250876374895385,5,Bachelor,Rent,Debt Consolidation,0
47.02249003361171,18048.73157891722,0.4430251981087601,1594.2819284977304,729.629876122168,0.26273316388181694,2,Bachelor,Rent,Home Improvement,0
47.06535723454302,62474.56782613369,0.2800627319099866,28666.010647242445,569.3826393618376,0.12056727432253198,2,High School,Own,Debt Consolidation,0
37.69052693015707,10000.0,1.8876014361188909,10031.137419404316,677.1649236725291,0.49912513178375834,6,Master,Mortgage,Business,0
25.998397721263373,32603.781836636717,2.3303094956359693,11238.946259941573,539.3796690935307,0.16898626590131222,1,Bachelor,Mortgage,Personal,0
30.865512965282047,31457.804982296653,2.4276168778328437,16594.421713736978,695.3359727804726,0.41498332793990217,0,Bachelor,Rent,Business,0
37.8638674395539,28876.733076828295,1.5200872570380073,8242.45773079637,619.6417215949939,0.29433138705806705,3,Master,Own,Debt Consolidation,0
33.11405170852512,24055.197220194364,6.111230801477644,3441.6130900950157,696.6196954705574,0.22884727639532013,0,Master,Own,Home Improvement,0
44.38957178234851,29008.369225395043,4.249426469382844,25794.74599337116,595.4800321305866,0.644344874433803,7,Master,Mortgage,Personal,0
19.70225919890664,33999.04584349676,6.322683366930834,4382.709204093009,705.6062023614818,0.3802806208163338,4,Bachelor,Mortgage,Debt Consolidation,0
20.057364709337612,15322.171990526174,0.9846472856101274,3682.790737770746,734.6899721314168,0.24524206297543164,2,Master,Mortgage,Debt Consolidation,0
36.80871111482433,25580.811818667316,4.203916868994328,6718.09067898751,661.9725028655819,0.35372991045719065,3,Bachelor,Rent,Medical,0
30.084555861930955,20097.316526463805,2.8783331661419456,5950.299612790686,602.0458259849414,0.19537696018841572,4,Master,Mortgage,Debt Consolidation,0
28.729513853022592,12747.823114441253,0.8309487775907392,8127.799221081998,626.630522197578,0.2473722100252206,2,High School,Rent,Debt Consolidation,0
18.0,31526.539292156634,0.22542664841042792,7490.818700075624,523.5735225216911,0.19876877104422208,3,Bachelor,Own,Business,0
35.19545844798182,16610.98973717766,2.2953188460529943,23806.259137518486,670.2918458807746,0.4616835544629853,1,High School,Rent,Home Improvement,0
34.472448919992345,10415.711461651048,0.29341234110691855,11701.333389908354,712.2963275071022,0.2758301072937853,3,High School,Mortgage,Debt Consolidation,0
41.53478981951741,16822.0309041753,0.6956450761513023,4079.6334255941692,806.62690444957,0.4600549853040866,5,Bachelor,Mortgage,Debt Consolidation,0
35.68906133120972,14772.912568205693,1.3877531988175575,4553.250230190793,780.8310564460529,0.12997473331914253,1,High School,Rent,Personal,0
33.67395921759503,36836.31670822038,2.27813454576773,5939.908937628074,552.2679654883261,0.28843327237988914,1,High School,Mortgage,Medical,0
46.77000636790337,23779.91439296893,5.213542752772795,5958.888183015963,671.2107472526081,0.3681428995267429,1,Bachelor,Own,Business,0
21.875326965514503,43966.85672652155,1.799064116636638,5367.967855963187,636.7013649743624,0.5472208983195713,0,Bachelor,Own,Personal,0
40.36389218847576,15783.523909353591,2.2259078785486364,3356.340040360071,771.7996222557883,0.09288712889334759,0,High School,Rent,Debt Consolidation,0
18.288528352046512,34101.10051603166,0.7421675085497357,10222.247075070729,579.0827339441248,0.6377195015619026,0,High School,Mortgage,Medical,0
26.616381199991924,91108.96232642647,2.3249748049606302,5628.03928208381,737.8080971126226,0.09094439799417989,1,Master,Mortgage,Home Improvement,0
22.873428673766863,26318.20630375458,1.1517600962911128,3784.082880316516,551.2967634375216,0.3056972289725376,1,Master,Mortgage,Debt Consolidation,0
42.81942535451918,33888.27729852046,3.8888590518107353,11948.728572280195,639.4018746103516,0.14924221233611543,3,High School,Own,Home Improvement,0
34.34589766404606,31155.897499198774,0.9966432969732177,15966.652365133914,561.5488679005558,0.10605791074288953,2,Master,Own,Debt Consolidation,0
34.86496755407023,10817.95287533376,1.2632464786237672,6657.440109876925,453.49592265290096,0.6642209629031893,1,High School,Mortgage,Medical,0
23.93267012270549,29522.520230544753,1.133338358623104,33697.84243581539,559.5582770917785,0.4004292442442883,6,Bachelor,Own,Home Improvement,0
32.00306504067111,25673.847873782786,3.333316784360743,47687.11712804769,624.2487599368393,0.3397595385324553,4,Master,Own,Debt Consolidation,0
27.365346966908884,19343.78209969995,6.1451919497698935,12058.34370178549,792.616930636663,0.4822353825206797,5,Bachelor,Own,Home Improvement,0
38.834550148542164,14157.245378372349,0.7928411697495819,5568.892191078004,541.2648292243241,0.2734325158294383,4,High School,Own,Debt Consolidation,0
25.089088646683862,31163.151064087844,1.2888203242228797,10048.34118355673,589.4270019056638,0.42123849113592116,1,Bachelor,Mortgage,Medical,0
48.29794365205076,13545.343717885593,2.447849499052961,3042.532624721389,505.9650885017227,0.24684166535872903,2,High School,Mortgage,Debt Consolidation,0
18.244195503759055,64011.80524859143,4.514872090439223,4033.9814252218266,765.5279103322787,0.35489602519635394,1,PhD,Mortgage,Debt Consolidation,0
26.934801675434386,23320.417461577643,1.3612545527145035,2108.745899369018,603.9537929452223,0.48630216441539564,0,High School,Rent,Personal,0
51.77200509966096,11948.326146268253,0.23058267853362283,4901.164034751598,616.1633330991269,0.3381454889183954,5,PhD,Own,Debt Consolidation,0
30.648612520379658,17034.600205860363,0.9198575303182941,3022.9359283982394,615.2265436100117,0.17123834526586543,3,PhD,Own,Business,0
21.85121335595588,19166.7604443698,1.5986244192376546,13349.649189359836,454.9428892869797,0.3607718353874819,5,High School,Rent,Personal,0
37.19071562537668,73584.40009070403,1.0809366728725451,4450.061429859232,503.3394364338618,0.03971507980518438,4,Bachelor,Rent,Home Improvement,0
30.246077577854578,14153.334465686577,0.41295571434951767,10110.16905273272,554.8217787385317,0.12494794693455798,3,Bachelor,Own,Medical,0
26.641297443816942,20783.01547409719,0.07538191796202269,14740.073506137336,711.6016719214462,0.3739379839049656,4,Master,Mortgage,Personal,0
24.041291892012826,16832.81973044993,2.325717167926951,20683.13533773999,400.07555402814455,0.11138028572705821,6,High School,Own,Debt Consolidation,0
62.683736056259434,28272.05790765614,9.849977159384565,6107.424046498535,704.1306732463363,0.3515182704347975,2,Bachelor,Mortgage,Debt Consolidation,0
32.48448099815864,16967.555391674498,5.031720839013202,10389.074448685416,684.3098437067682,0.2966972802094116,2,High School,Rent,Personal,0
18.0,12462.403449149902,2.2994169577690653,10657.308718896993,468.51103854625865,0.5933239574620568,1,Master,Rent,Business,0
49.937097590055345,19977.3160251186,3.684377539402413,22419.20205482364,618.3027892247078,0.1319446511140144,2,PhD,Rent,Business,0
41.11070905110571,18964.101539442127,0.5906964138761556,15166.532396703753,766.3860444414445,0.18251358942822543,2,Bachelor,Rent,Debt Consolidation,0
27.335335689802122,16381.006643862404,1.948022092222322,22986.81319241997,542.9478695425881,0.37528772464738913,3,Bachelor,Mortgage,Debt Consolidation,0
25.668809113138582,16824.556936931815,0.12503678546109784,2139.396017518047,594.8023306111261,0.3831264709651385,2,Bachelor,Rent,Debt Consolidation,0
41.73472796158231,39828.89364808819,2.4564212106860066,4762.76276631594,850.0,0.3744549259947328,1,High School,Mortgage,Medical,0
32.53081672510545,18772.154230483382,7.0046231198553475,18498.65799046316,682.589787530611,0.21158080889717953,4,High School,Rent,Home Improvement,0
18.0,12493.154943256444,3.9436483731392715,12894.568684973829,624.2006049081281,0.2240448704488395,4,Bachelor,Mortgage,Business,0
52.87239964604669,17482.261514488386,1.529032351753226,7331.706391997052,602.2941378554892,0.45499279171842927,3,High School,Mortgage,Debt Consolidation,0
30.66009537784043,22633.079951280964,3.109333429411016,5545.599965565722,687.305962169172,0.1397837158546968,0,Bachelor,Other,Business,0
49.95571736482427,11292.173811764535,5.761196507266574,15228.860683483028,718.4908283222165,0.21056587331881715,2,Bachelor,Mortgage,Personal,0
47.784349579657146,49661.684542502604,0.4867373594478319,1662.9332545990198,434.42384878294206,0.1602609179694508,2,Master,Own,Business,0
24.989904555171858,33988.91560247886,3.152572242298339,15271.642377390055,426.6064441710043,0.00613669269107601,3,Bachelor,Mortgage,Debt Consolidation,0
45.331898643631476,45030.097197980074,0.6290022403889449,8712.818515339808,550.1952826857837,0.18635126034600638,0,Bachelor,Own,Debt Consolidation,0
28.48557450136319,26797.504935514895,4.190287102082472,5480.37268546529,634.6156603153338,0.3174588723374262,5,High School,Mortgage,Debt Consolidation,0
18.0,10000.0,0.20706771600452867,12112.009033681474,657.5569264358671,0.10999550088287743,3,Master,Mortgage,Medical,1
30.754018339778575,47461.15463656326,0.39256127124295914,5950.084702614676,479.65414463286044,0.1200985178863031,2,Bachelor,Mortgage,Debt Consolidation,0
38.97637501776279,14302.874644625606,2.550339516550983,8293.39743769467,629.5216346284427,0.3341517342051965,2,PhD,Own,Debt Consolidation,0
30.372633520036622,14896.873355470889,0.38420447344182534,7808.774835612174,642.8161101097637,0.19028614038962618,4,Bachelor,Mortgage,Medical,0
31.929516590748985,23817.182953000673,0.34407951678158544,14700.311149666115,565.015258999711,0.2533605255830419,2,Bachelor,Rent,Personal,0
46.43566044928613,43875.65648753441,1.6214614205328528,9203.558271903901,596.5509645611212,0.17539748427088306,3,High School,Own,Personal,0
36.064939802900916,37296.08226390257,3.603464921709891,1759.358053396884,577.3499149764991,0.295174641363358,2,Bachelor,Own,Home Improvement,0
26.567016887150473,34653.03392985081,0.6252270562097582,2660.6479384511767,696.4300306421891,0.154604350640218,4,Bachelor,Mortgage,Home Improvement,0
42.020303236673264,18846.574902154432,3.6794410564894586,3403.8657071819052,650.6869524110812,0.576425252446417,3,High School,Rent,Personal,0
36.97675566954245,18698.456081619042,3.3000344201691494,11675.35785457559,535.7716330874761,0.20206395741571279,5,High School,Mortgage,Business,0
18.0,26185.781038881785,1.7307456704358768,12650.878485243107,745.5046749024827,0.012591666635943705,5,Bachelor,Own,Debt Consolidation,0
39.28352913771449,20639.553350335656,2.080098660886376,30831.30188352835,513.2707370156996,0.34336194601571957,2,Bachelor,Rent,Business,1
38.91828707716102,34360.36344710661,0.08256333908407178,3599.159666507393,478.70913256015797,0.2589533504941165,6,Bachelor,Mortgage,Home Improvement,0
35.2012112958086,33358.19780053332,0.9149980638207438,23095.714871650565,625.4849288471764,0.3699427035596393,5,Master,Other,Debt Consolidation,0
43.917005810695755,29604.17449445362,0.6114067870745548,1719.3422227315623,624.978037065374,0.10444589724843109,1,Master,Mortgage,Home Improvement,0
28.27606415673498,10000.0,0.3250469430808209,8219.020875007602,657.2787022158534,0.09390952491813069,2,Bachelor,Rent,Home Improvement,0
38.36499788820901,23482.11113231447,0.9874760018261443,9859.223776804747,531.8678990903381,0.24703911296199701,8,High School,Own,Debt Consolidation,0
19.330406288326472,20859.673148866255,0.8767128808431804,9830.766692381478,739.3080465316402,0.08322651107746248,3,High School,Rent,Home Improvement,0
39.07090383398832,23956.927294706617,2.6104736525349037,6325.368582395359,821.4737846881029,0.34008928418258966,1,PhD,Other,Debt Consolidation,0
54.53059695539896,15105.854769399642,1.8230857440234294,8904.539425404811,647.8351617881214,0.07631406028326161,4,High School,Other,Debt Consolidation,0
25.05143647532459,11357.198430201048,4.885996076897912,3016.4150734809446,681.6010410686478,0.3445759448012804,4,High School,Mortgage,Business,0
27.401978680122248,27766.04749080633,0.314261258067903,16189.67851456466,438.4858993751492,0.2890629216797127,0,Master,Mortgage,Personal,0
27.899845571084477,18432.106493737738,0.12321599665782097,9895.4699121023,606.511005165256,0.15924818714689015,3,High School,Rent,Home Improvement,0
36.29998225801595,29358.76732059797,1.5297495223056012,10826.874813261204,580.4003505102022,0.3770682891667199,0,Master,Mortgage,Home Improvement,0
24.369637271462818,15749.167900716797,0.0020553329582831165,6482.015861831494,564.189530760364,0.13553939274436846,3,Master,Mortgage,Home Improvement,0
39.212473786909804,44710.12746921043,3.0996882847959357,6233.020340756043,584.2499183537678,0.34986147342243373,2,Bachelor,Mortgage,Home Improvement,0
43.46839945469165,36334.84296899516,1.4103297641913968,12329.92748962647,594.2284894423418,0.7349144011257743,4,Bachelor,Rent,Medical,0
40.34347213453784,25550.535498891484,1.3391174807668411,28911.047860654246,504.50670350409257,0.4317794933701526,1,High School,Rent,Home Improvement,0
18.0,19798.38788279603,0.9003893881716049,2657.377803796223,601.2732035888973,0.37335969967579585,3,Bachelor,Other,Personal,0
44.95167665158606,33732.07482455942,0.939923535919903,2552.2838382502696,545.831856729541,0.2419595581087607,3,Bachelor,Own,Debt Consolidation,0
44.3736741425368,26803.128844638304,1.1282196157432232,10026.273233154247,728.8333352644171,0.22281937578760436,4,High School,Own,Debt Consolidation,0
43.30161372346304,24817.19637218901,0.032324505643564344,6212.010850186656,683.0329699084248,0.6106021520617839,3,Master,Mortgage,Home Improvement,0
38.72842248655825,37102.24299223743,0.1744863434483539,8948.888533338526,683.1700013297238,0.43446937785625733,2,High School,Rent,Business,0
37.201893142051325,44948.29360918456,1.4065890624858888,7950.328665137178,747.6786386591853,0.3509835109676709,3,Bachelor,Own,Personal,0
45.323893981263964,11775.712278017198,0.32532556255801987,13327.801812465274,567.3720871285407,0.0747032850169629,4,Bachelor,Rent,Debt Consolidation,0
54.23513487603455,13027.371804060604,3.0170379671939997,6445.060199486277,676.9789023911201,0.2795323782934009,5,Master,Own,Business,0
25.469595366351502,14911.226092281884,0.6417475426225083,3082.2975882481874,757.021978526761,0.5033822133621702,6,Bachelor,Rent,Personal,0
45.78125395794772,10391.959916343692,0.20605899662489208,4307.516638717224,560.3838944175881,0.19660428696996102,5,PhD,Own,Home Improvement,0
34.13782901992547,21346.129992018163,0.536307791518818,7126.950172341894,447.0828745252072,0.24008790190773055,2,Bachelor,Mortgage,Debt Consolidation,0
33.703269479713995,29734.35016299513,0.8835266698616323,2969.128115527134,580.930743078261,0.05074473965155076,4,PhD,Mortgage,Business,0
19.634693096179618,21791.839689367178,0.07191064657042652,7867.66715201079,745.6520826568549,0.056440554647412496,4,High School,Rent,Personal,0
32.15210590484605,16864.04600256669,0.3055461485581029,8506.651999322885,554.6930290425441,0.3264256514898149,0,Bachelor,Rent,Debt Consolidation,0
25.027350420315848,38685.83837419636,0.7826710681412398,6086.065666140812,603.4900796858079,0.0832684550666931,1,PhD,Own,Business,0
30.361455704940543,23630.137796913572,0.7435205256041407,9579.471544112488,572.03049287197,0.12449091742168142,6,Bachelor,Other,Debt Consolidation,0
24.018136162218504,26147.045587977314,3.2227465336480234,2227.3707552121427,630.9646374106627,0.05519916096121613,4,Bachelor,Own,Home Improvement,0
30.510916126869937,39226.87597454687,3.7062760606068874,3779.8988505785933,545.1497707218801,0.17996900916416475,2,PhD,Mortgage,Debt Consolidation,0
30.93889642976597,20710.146548305776,0.42990091100785427,3248.150027531011,501.68757443839957,0.2534483694090038,3,PhD,Mortgage,Business,0
35.967549184388005,61704.185031970024,0.2646411294602273,16381.130798766137,605.9153095799683,0.32057098132858375,6,High School,Own,Debt Consolidation,0
18.85250137708669,17607.71607078568,2.011131980774917,51273.596064799916,622.9591212922008,0.33899852503868333,1,Master,Rent,Debt Consolidation,1
20.544818522546766,59812.74846529795,3.2656541955880423,4005.1821376029443,761.6481354420736,0.6978185142321404,3,PhD,Own,Debt Consolidation,0
38.619142707305265,13529.562824065344,6.633148054788157,6713.033474372698,656.6262174896314,0.23108388791033585,2,High School,Other,Home Improvement,0
27.02561882929901,28530.884650063406,0.013638969329885873,4652.949534128656,532.828491069732,0.43047305243084777,2,Bachelor,Mortgage,Debt Consolidation,0
45.74529790229931,15974.25935787912,1.0677726914372292,9671.901349504993,576.8318080807487,0.10863483203172483,4,Master,Rent,Business,0
37.252697220150466,38552.763343725564,2.6484264695180944,4980.437813260878,721.3492802067258,0.3721592509022031,2,Bachelor,Mortgage,Home Improvement,0
41.06762150206407,17341.949918694605,3.527035676396441,10160.1034320217,607.6183704975076,0.4428265819341838,2,Bachelor,Mortgage,Home Improvement,1
49.10692320420895,25474.560234758515,0.12862045158848112,13794.445544926313,540.6893107564983,0.48047757705047267,2,PhD,Rent,Medical,0
31.902891881934273,15910.411766428238,2.2827130055893896,3044.037534899922,658.2329018125365,0.38830301306727805,3,Bachelor,Own,Debt Consolidation,0
29.255132945837243,35193.355755851095,0.681993321536012,10068.94740475976,571.0111827024494,0.26705424778560605,6,Bachelor,Mortgage,Business,0
43.71702585598813,15869.024916215567,0.15505183345616932,1928.9964670764518,697.8144825537238,0.18810289040361117,3,Master,Rent,Business,0
40.095135639296856,51108.567437903446,1.3431729120090725,6599.656151815845,686.2966143429035,0.5674862563823823,9,Master,Mortgage,Home Improvement,0
33.12669690178699,13386.49238440239,0.3443147982898499,6254.49484604762,535.2619758479754,0.10670187220655203,4,Master,Mortgage,Debt Consolidation,0
48.91457966955942,11239.459564436742,2.671259665997655,6745.901131121386,828.4968555557507,0.11045060500549556,3,High School,Own,Debt Consolidation,0
32.87755690160069,35446.3668121513,2.70387707629119,6312.9075563838405,637.7051155407177,0.09487386455055616,4,High School,Mortgage,Debt Consolidation,0
35.32773637555781,16385.92772424134,3.691178460563599,5453.747704566573,383.6224803461368,0.12697815585771124,3,Bachelor,Rent,Debt Consolidation,0
35.21222650834258,21946.903617160115,0.9482439886353284,6551.008310290839,688.0554757448317,0.22643946537450108,2,High School,Rent,Business,0
25.65406105101529,18748.69488949099,0.02679833291703027,9803.651069824627,390.17273483816433,0.5267842806943841,2,High School,Rent,Debt Consolidation,0
35.77585389486391,11426.56134048145,0.6014966328033957,10026.689492545021,753.9830019808007,0.35033709544784947,4,PhD,Own,Debt Consolidation,0
48.96760177398491,21194.630874148384,1.2615158080092874,8885.353054008212,655.7062423921722,0.13591699404079124,2,Bachelor,Rent,Home Improvement,0
39.44968315376176,41458.90387412994,2.3684140770917996,5121.0873118497175,635.3818076578232,0.30816528511931873,2,Bachelor,Own,Personal,0
35.310634263989314,36372.508295231084,0.9626649926265112,19230.81690815486,641.5350238507951,0.28421258776330677,3,PhD,Own,Home Improvement,0
33.38232718834331,24733.06722451808,1.5359500681290639,27454.464281675722,700.1744345453627,0.2048660203133218,2,Bachelor,Rent,Home Improvement,0
38.30867028406351,38412.34404859401,1.4857826665775995,2890.742151493532,593.4844855433229,0.2585160778595742,6,Master,Own,Business,0
42.49766628489185,12968.00835447328,0.36060483172332464,9241.091864053798,640.5108446874067,0.22369864922235286,4,Master,Mortgage,Debt Consolidation,0
41.092388308897526,18718.597653386594,1.9512828002034044,5571.872508976274,653.3373168919663,0.4824789336315229,3,Bachelor,Mortgage,Business,0
31.68135138178021,26846.814984916535,1.1569663750800399,16991.66896974203,353.4044241855864,0.4673665071102634,4,High School,Own,Home Improvement,1
38.247815941101145,20636.003801706724,3.299673135363612,8021.85233802406,700.9303057880867,0.3316993245923439,5,Bachelor,Mortgage,Medical,0
39.799397411482786,19469.186879599438,2.3463131337349146,8455.246018628179,717.8102625967775,0.0158205000320074,5,PhD,Rent,Debt Consolidation,0
24.928050124730216,12084.490515621923,0.2363719025764702,12039.813861236997,686.7430603432786,0.4194977575724483,2,Bachelor,Rent,Medical,0
36.68230541183694,10000.0,1.3418260434194114,6386.673502441342,679.6717070424243,0.24019182423853774,1,PhD,Rent,Debt Consolidation,0
18.0,33154.48274200014,2.4246441822630014,31007.514642641545,801.1452172101831,0.07382709749936783,3,High School,Mortgage,Home Improvement,0
39.82533709821185,24874.806587659983,0.18206448326424185,12182.938674573019,637.0946100028198,0.34976038274437693,0,PhD,Own,Debt Consolidation,0
41.603430545626814,34578.908322059586,3.1452192769634904,17073.554005790767,640.5368679797757,0.19391735434992494,5,PhD,Mortgage,Medical,0
42.475461257864595,17701.099387493723,0.5020691154108288,6792.372179449916,576.2850106563897,0.2790248606766828,2,Bachelor,Rent,Debt Consolidation,0
31.049531478304324,15422.936408982792,1.3986717641540627,7344.562119748315,450.1262080126626,0.2890305992735492,8,High School,Rent,Debt Consolidation,0
38.09046835024035,22098.69825579513,5.645619077689671,15510.924911841053,687.2938148027088,0.10191493371946699,2,PhD,Mortgage,Debt Consolidation,0
49.23953845541167,33762.29155790788,1.6941555317235533,14313.31947578626,587.0810730394826,0.5342429160933264,3,Master,Own,Business,0
49.13769648291259,19619.394916499998,1.1034843139262553,2984.1349180757684,449.0347631557642,0.3125376888618854,1,PhD,Mortgage,Debt Consolidation,1
34.70827300773439,32888.969012709,0.01363623606092349,8974.173115965781,633.9811860886286,0.4051304317186525,4,High School,Rent,Debt Consolidation,0
36.3931963072956,13317.656593576476,0.28638697918914996,11838.00451267571,631.1859716456688,0.10583590965408278,2,Bachelor,Rent,Debt Consolidation,0
46.10911144734433,20318.283677092637,1.728648782281679,7300.948133490038,618.4832327225466,0.09171055183747481,0,Bachelor,Other,Home Improvement,0
19.991979847378254,21267.660849070297,1.361745800000279,10972.441088633077,655.0668883081154,0.18688814847189633,1,Bachelor,Mortgage,Business,0
31.769242573229754,40667.924787283904,0.9045763199121127,7552.278627858308,485.40333933962006,0.2932770460814613,4,Bachelor,Rent,Business,0
48.355704555367566,24436.023586574403,5.133515002584622,1342.9168014605193,740.7149317665678,0.45245818583256014,2,High School,Mortgage,Debt Consolidation,0
44.75200541684766,52735.21665883776,0.8083794557805808,2839.2262533235703,684.8532086999953,0.16445479696487533,3,High School,Rent,Debt Consolidation,0
38.69263777649905,11227.906387439725,1.5407077715765922,17676.43273328453,765.7770606094284,0.29985326808134616,4,PhD,Rent,Home Improvement,0
19.941675946693795,23504.788661557952,1.6819649335112665,6664.13738521035,586.0398148915923,0.12365583296628274,9,Master,Own,Debt Consolidation,0
34.50089766958838,24093.539658733655,1.499301269900774,9430.956444442292,684.5187265073835,0.1260937476676026,2,High School,Rent,Debt Consolidation,0
29.10084603750067,30032.83610153174,1.298587474567978,8079.413462512348,454.634939600733,0.16735636527250067,2,Bachelor,Own,Medical,0
38.31038902817213,14666.481978464082,0.8221528523305986,4187.090418897731,558.1584890550126,0.43659302694463753,4,High School,Rent,Personal,0
26.906533152051196,51134.93334379682,4.788603401710429,5576.61489998617,504.28541738913555,0.1202841450579292,2,High School,Mortgage,Debt Consolidation,0
24.742766050253927,22169.70443431307,1.1985970884316703,10542.390314817309,667.4878758806049,0.2999282420403447,2,High School,Own,Business,0
18.0,12790.605607531283,1.503455472029173,11439.149394682396,531.0564370283242,0.30165509152759296,1,Master,Rent,Debt Consolidation,0
47.21804684976701,21850.684008993718,2.137008151441565,46663.96770622637,597.7642269027984,0.4233959815619515,2,Bachelor,Mortgage,Business,0
31.002294885569427,18834.00400203584,0.14010695838974704,5529.243340183177,641.1043896053563,0.49116018869907124,8,High School,Own,Personal,1
36.57145783702534,88576.11971819586,3.0400002598437807,30838.257557874836,600.755135329752,0.3723430361030415,2,Master,Rent,Business,0
34.97761883525819,37233.78398499401,1.4369599674098803,4071.098296200594,509.88449072624894,0.3503551133270475,1,Bachelor,Rent,Home Improvement,0
24.325660670395006,22580.244771923964,2.141081625712062,11978.637751712264,806.1107295575107,0.3524120903716384,3,Bachelor,Rent,Debt Consolidation,0
22.409350885518066,20827.75304631759,2.956925139818062,9342.209772886581,653.039473578606,0.4560900833875121,2,High School,Rent,Debt Consolidation,0
24.946848740027647,35437.59110180112,4.144524997796771,7326.898337846762,807.0100642751962,0.10559471145341104,2,High School,Rent,Debt Consolidation,0
27.768315611706072,36294.84794042586,0.9958859812563989,8066.486096621911,538.3195873915768,0.2717266105056135,0,High School,Own,Business,0
38.66606247013805,10000.0,3.3365708382598056,4924.155202843648,603.9303617873383,0.11008780413344318,4,High School,Rent,Debt Consolidation,0
27.042823364793886,30378.687649315674,0.5990691279228381,16699.326101233404,650.2081274905851,0.26844756519241053,0,High School,Own,Personal,0
52.464906315946216,22336.631367841455,2.1595947153630313,4129.484945018866,794.7490915459935,0.14440367512276397,4,High School,Rent,Personal,0
45.27151035893151,11434.931191805537,0.21674632197263194,10446.483945722592,806.3032962198384,0.3721148608992586,1,Bachelor,Rent,Home Improvement,0
43.08359549665708,34204.31449136342,0.04046759401807783,14834.141584758827,598.0932443378873,0.26774358220543737,6,Bachelor,Rent,Personal,0
33.8034109752685,67717.09965054179,0.20132784855401503,24522.895606823888,568.544165335072,0.24034415777408394,5,Bachelor,Rent,Home Improvement,1
50.14280735720484,29097.22167203944,0.7695095697924703,17631.027854139124,640.9635202148795,0.044772071705878616,3,Bachelor,Own,Home Improvement,0
32.81994368878876,38185.61760177456,0.06317662508892191,12809.51530730289,761.5401988556998,0.28272752365037623,4,Bachelor,Own,Home Improvement,0
34.68738585845754,54288.057488752645,1.9911618365400698,4864.963195732632,655.0874000790418,0.1316873607276445,0,Master,Own,Business,0
36.69974539749269,14543.05624461246,0.7611875743368888,4321.595225138181,673.3295872611643,0.23030477983677225,2,High School,Mortgage,Home Improvement,0
42.01823040543344,10000.0,2.66646338063352,3258.873595809718,760.612787080837,0.2702020408324195,1,Bachelor,Mortgage,Business,0
41.369080790029855,30590.14054637769,0.09400531159587243,3018.7180830992247,744.4819198649736,0.5390601842221302,3,High School,Other,Debt Consolidation,0
30.24874721555397,19461.51552673521,0.4884830290878352,8093.987406140091,748.347575265621,0.269860622200358,1,High School,Mortgage,Business,0
29.670062805740464,11080.180755197896,1.0485088602895336,4528.140452695489,712.2042268748309,0.7087622505570942,1,High School,Own,Home Improvement,0
41.39902957152084,21182.169213686328,0.9646433712343248,21149.68958620789,785.209666013759,0.14230705060187088,6,Master,Rent,Home Improvement,0
42.152365838912324,31690.546156832082,0.2808212529740054,5099.158100497452,528.4950978943888,0.16213770269301142,2,Master,Own,Personal,0
31.06648875177127,20445.419838686674,10.278124131558588,8737.720916109494,850.0,0.22228955608491102,2,High School,Own,Debt Consolidation,0
19.12811930321546,14862.3460792991,0.6693784805434182,6556.9772143612745,756.0359165732801,0.49776809071586764,3,Master,Mortgage,Medical,0
32.92683903991755,19697.48949595445,2.5533170050487968,2635.726277396343,633.9691650789555,0.3345400628741241,0,Master,Other,Personal,0
41.23525798825859,21813.007984239175,0.49699117415754784,19371.39292476164,760.971473926189,0.3916370582040898,5,High School,Own,Home Improvement,0
53.05416846419781,10000.0,4.205030786250336,14134.66638384777,615.255359574707,0.35016712173894,5,Master,Own,Business,1
23.02042037659338,20508.86526125364,0.9812563127467278,15497.246952103693,697.4825527622048,0.5824161835184163,6,High School,Mortgage,Home Improvement,0
30.734287471694266,11246.696993295905,4.623301907792121,13042.353837468361,709.1974871864409,0.3823173710679051,1,Bachelor,Mortgage,Personal,0
31.105964384746233,30623.19404075869,0.8365989942144169,4413.449984487152,736.2151638187986,0.3482283780261054,3,High School,Own,Debt Consolidation,0
48.55805339431501,10091.802223419598,0.017362792007047885,4482.610370958799,604.0325356487871,0.3519120277264303,3,Bachelor,Mortgage,Debt Consolidation,1
34.65058499541367,36546.697385134416,1.455561853187471,11632.871422763732,738.3383433909105,0.27935998934260164,6,Master,Mortgage,Business,0
25.926734406277344,17951.293729624995,1.4879882487370402,27842.966185361343,605.8098156002355,0.32635892687853896,4,High School,Mortgage,Personal,0
40.58695282921819,16789.55333388848,0.2552899212221106,11034.512259185638,723.0973808253535,0.39576582011907563,3,Bachelor,Mortgage,Personal,0
30.953614799590536,25520.24400279294,0.5356636596877176,17725.744289802264,648.2121107689223,0.09927575403482425,5,Bachelor,Rent,Debt Consolidation,0
22.756127266420457,14285.249457182304,3.0602887335294717,5320.391310104816,467.6040215040895,0.4978671146349505,4,Master,Own,Home Improvement,0
26.072266927238495,25320.582387128863,0.07489668468912844,19502.16429686919,576.3240613223386,0.23962148625960616,7,Bachelor,Mortgage,Debt Consolidation,0
52.340419544226194,15274.584962748278,1.344833836659774,5793.114211253704,734.8122598812032,0.5360067972518244,1,High School,Own,Home Improvement,0
38.84209221649462,16674.447617321384,1.5117826183974266,9819.518985448942,619.6349563137479,0.14924012605708162,3,High School,Mortgage,Business,0
36.07760055452543,26975.304671889393,2.3340738904431486,6045.509981628385,771.3547845807532,0.21474652431392335,2,Bachelor,Other,Debt Consolidation,0
32.501062641879535,12465.369432862695,0.07635155477002155,16503.45346572834,528.6707322011148,0.5608767033761558,3,High School,Own,Debt Consolidation,0
37.92148842118799,11705.701960461343,1.7620707749163103,16684.06900702323,719.6137678410809,0.09048260242443232,4,Master,Other,Home Improvement,0
37.802359460024945,24937.120455957567,0.0062056908561333715,2486.3601575298803,645.2467704960778,0.5360644776903184,3,Master,Other,Home Improvement,0
37.92168828207326,21732.194851808697,0.6162549716079203,23394.07975419087,625.3214776624126,0.32903074802943594,2,PhD,Mortgage,Home Improvement,0
36.14845090277753,23964.919976468358,1.3850317809968324,54237.47418842054,532.1694329605668,0.3652862809339094,2,Bachelor,Own,Debt Consolidation,0
43.687983383055496,25947.21648674196,4.844570021467469,6098.108094269265,671.0020344078699,0.045369278520352246,3,Bachelor,Mortgage,Business,0
35.231043460007314,22667.507194286627,0.27069995565276245,7321.413889958885,549.1103149809205,0.1181015927602564,4,PhD,Rent,Debt Consolidation,1
25.220611644473614,29853.17003422415,0.37094694734634565,21840.99167936054,586.3939097451297,0.39137979649773147,1,Master,Rent,Debt Consolidation,1
28.875771090991318,23126.123465428154,2.212785341294379,8547.669607426951,635.9332121588927,0.06977392542271568,3,High School,Mortgage,Personal,0
18.0,10000.0,0.9395647276851372,8077.361506592559,613.4274725622863,0.1677454785576743,2,Master,Own,Debt Consolidation,0
55.268171160423925,10000.0,1.9532569873929613,36959.388736710076,752.7789818165734,0.240970523755727,4,Master,Rent,Business,0
43.62754591952687,57755.54205622029,11.946594853650819,2742.327443829884,390.98467508314826,0.596283986067215,5,Master,Mortgage,Debt Consolidation,0
26.699295048707633,22027.257297684297,8.66596425886248,4310.587548191673,632.1624478423885,0.22493763847718595,2,Master,Mortgage,Personal,0
32.181551506029,35423.14949237518,0.8730249961314598,11319.230753888738,613.7221395262305,0.15649708550210345,0,Bachelor,Own,Debt Consolidation,0
28.631235257935668,18530.032018145423,1.4020577345194856,2218.0070022129376,649.1488980902903,0.25381073130006093,1,Bachelor,Own,Debt Consolidation,0
50.42547211374117,21396.710041291277,4.701244412772063,6012.480392448961,595.57252290593,0.4341129761008414,7,Master,Mortgage,Business,0
20.80122835729071,17558.925460539467,0.1933911353209705,5968.598943060214,752.3881134977163,0.16198148857925262,3,High School,Mortgage,Debt Consolidation,0
36.14476058818779,75581.2613520852,1.204069429819503,17490.60320841115,624.228716833938,0.47241400288354235,4,Bachelor,Rent,Debt Consolidation,0
33.914721574351525,24999.75268451664,0.9482718253742224,14104.969027787516,663.2946268455516,0.03051727738838172,1,High School,Own,Debt Consolidation,0
43.26838630709114,16857.838951060432,0.6987824201587237,2107.838304210128,739.2255811506093,0.06606403642775792,2,Master,Rent,Debt Consolidation,0
33.95990772275305,10000.0,10.301247637488608,4654.088346743765,655.2002537854005,0.0467060172184208,4,Bachelor,Mortgage,Debt Consolidation,0
18.0,59092.939034085495,2.6451320409726926,4665.521853491321,523.0790474427498,0.4055518153855007,2,Bachelor,Rent,Debt Consolidation,0
32.48882165357559,20299.68824222013,0.984488635569166,6814.032028456526,607.341566921519,0.21895745282464663,2,Bachelor,Mortgage,Home Improvement,0
25.27837782056675,31955.978403467165,3.5324395042202408,3367.6223772678845,637.5882889148561,0.20714541854474067,4,Master,Mortgage,Debt Consolidation,0
35.795795465565604,33792.65145140675,1.3453801260061737,11629.710510394563,485.3437816499948,0.6674969522643657,2,Bachelor,Own,Medical,0
49.34177036520327,17476.016570986787,4.124373135252593,4650.129485589369,578.8190717940003,0.22739821172530023,5,PhD,Rent,Debt Consolidation,0
18.0,30829.471788366125,0.6195277703530088,12976.529074068205,643.1733279522954,0.4313283842200068,8,High School,Rent,Medical,0
26.99777264600096,16283.878635821793,0.5061754411218556,8084.602493958166,850.0,0.06359137546353444,5,Bachelor,Mortgage,Personal,0
29.47307046216503,13423.830728096087,0.5681416849243044,3720.2267093790656,687.110196032935,0.2569095238915759,3,High School,Rent,Debt Consolidation,0
31.183689045867887,39428.03325637979,1.5464622747103238,24602.955136270557,665.773907308439,0.41685155173475136,6,High School,Rent,Home Improvement,0
42.40125664105244,20351.40662470137,0.6886837374469987,25189.46945581678,819.0627969006272,0.1305113718583913,6,Bachelor,Mortgage,Home Improvement,0
33.26455582438612,28545.55230550584,0.31827210200457584,10221.782404962372,708.7848090929323,0.26208561239527445,1,Bachelor,Rent,Debt Consolidation,0
39.15802725720445,27050.492657108556,10.453079660489724,6691.778950951036,722.8894936385296,0.6431722718197767,2,Bachelor,Rent,Personal,0
28.74226956268224,30301.908612574316,4.613853557801789,3480.62010957301,609.3104217668813,0.11113639851182204,2,High School,Mortgage,Personal,0
37.299243454179376,10114.562872498289,2.015784002607457,19089.44218266087,523.4525507150712,0.18984540042028838,3,Master,Mortgage,Medical,0
42.77797630877715,16438.061274951528,4.442800670934546,15648.207114291323,676.1647550497551,0.20712292542540392,3,Bachelor,Mortgage,Debt Consolidation,0
27.677004502629117,18727.764254937494,5.481025017870565,4225.121276978409,832.2199071288496,0.3428317841951004,5,Bachelor,Own,Business,0
42.81358119806515,14534.212959144617,2.25469210642461,4677.643858290139,801.3032037770793,0.4850080375976992,2,Master,Rent,Personal,0
35.52372768727569,27296.21765144121,1.4624449792338872,11678.86843753017,715.7840799046999,0.2705184896708294,3,Master,Rent,Home Improvement,0
45.45460240482252,39872.67530386031,4.274171685783583,3164.1666624938202,581.339548197501,0.3244872887338234,2,Bachelor,Rent,Debt Consolidation,0
32.985800999230264,43156.67285052397,1.6777197731196876,4912.070689952926,494.93659855097485,0.12372305357033339,5,High School,Mortgage,Debt Consolidation,0
38.81244655162099,18590.344600067023,0.2711825519797206,3524.688942258919,567.7752717749222,0.11136083333005638,1,High School,Rent,Personal,0
34.5939376832147,25488.507192775025,0.9141147905608034,3616.756078976366,671.7711599513431,0.3738134798272782,4,High School,Rent,Debt Consolidation,0
34.037877379594214,27524.22354870765,1.1808958320307055,4554.85239737869,602.8988825358713,0.26073471891219147,1,High School,Own,Medical,0
37.5893042822569,30050.30372104415,5.47812271358716,16727.39918278248,750.2055684568378,0.05426859109118802,3,High School,Mortgage,Debt Consolidation,0
40.36807469224904,14199.080152009676,2.152833713449835,1990.9412895876828,501.08119266549204,0.09810026807078756,2,Bachelor,Own,Home Improvement,0
22.50435088075995,54736.72399321283,4.163329026035848,11461.941874872442,637.1241435924967,0.12317846679423941,2,Master,Mortgage,Personal,0
49.33633608817878,35005.48673957514,2.834263575828114,9960.254139310617,573.3311446769383,0.3291001401837492,3,High School,Other,Medical,0
18.0,35465.819187479705,0.7417241759538153,17582.775046706865,749.128756044458,0.2920000661534094,1,High School,Mortgage,Debt Consolidation,0
28.15187890261104,40204.331937879346,2.53673106730638,9953.098509890315,704.2610972690557,0.6526622214500925,4,Bachelor,Rent,Personal,0
34.05730929235099,28769.410640716098,0.43457082732585833,5984.50280046938,566.8994439643371,0.11172412370610567,3,PhD,Rent,Debt Consolidation,0
39.12355969085948,13178.517075340036,1.0489899560252849,4220.682904497963,735.4209721222444,0.27129453796017683,3,Bachelor,Other,Debt Consolidation,0
50.76172527741379,20547.891971953868,3.2807414450906514,17895.943376386727,487.7236548014526,0.3430677505613975,2,Master,Mortgage,Business,0
18.0,10000.0,1.8931347672794814,12058.902555240153,471.3505036641071,0.37692811151357936,2,High School,Mortgage,Personal,0
29.923058716102894,27106.70124870638,3.490658528891116,5461.569452498925,561.4829838200878,0.4365527152538739,4,PhD,Mortgage,Medical,0
18.0,20239.535447051643,0.5879465273881211,16766.35333267931,451.70989546909755,0.11907875650816321,5,Bachelor,Mortgage,Debt Consolidation,0
35.31621973910248,21584.67407429127,2.770580390344992,5672.002039782844,638.743660012951,0.29631962757141717,3,High School,Rent,Medical,0
37.716835845000304,40215.21015226183,0.45210646427010515,8096.980615146833,641.9211948935526,0.343505380412485,1,Bachelor,Mortgage,Home Improvement,0
50.907957421712524,17527.09031070458,1.5762531886979925,4996.100729961916,609.4496308562759,0.10187104718428597,2,Master,Rent,Debt Consolidation,0
36.20634760893454,19417.663502255073,1.1366785347537092,12420.126287608333,703.8915693576049,0.07581579283800012,1,Master,Mortgage,Home Improvement,0
45.440251294423796,22269.797070676028,1.6260060860450851,3657.9088836370893,577.6608280618597,0.3467771412189974,6,Bachelor,Rent,Personal,0
40.83837081539059,10000.0,0.29128527489959216,6381.312330019534,520.2364001985113,0.13952996679595467,6,High School,Own,Debt Consolidation,0
30.647518029948316,19282.788165827063,0.8964150018049,4799.93172770054,570.2768236096326,0.5812789343256596,3,High School,Own,Debt Consolidation,0
20.910392532079605,10000.0,2.198648068995223,10006.293953396073,527.9623990729283,0.25335579674015873,3,High School,Other,Debt Consolidation,0
37.75002298291811,16436.162537210243,1.6352940202771593,11056.683155705312,588.824364120232,0.1612921329995609,0,PhD,Rent,Debt Consolidation,0
20.078979828546363,33778.997976245475,1.5924417766336774,3349.851375547282,709.6017330444516,0.39629406776268616,1,High School,Rent,Home Improvement,0
47.95207072669644,27546.569261828965,1.4300908617775316,11216.544009217936,474.35817695380274,0.10221334499179387,2,Bachelor,Rent,Business,0
33.37937897963176,16359.922038507188,5.760701038717599,2486.4749235063464,616.0310987532932,0.29256157769360824,2,High School,Rent,Business,0
46.95177411511416,22480.40026230754,5.453539587140654,46797.19466956943,745.7618230693952,0.33675823279568834,1,Master,Own,Debt Consolidation,0
30.197855658676005,12868.081429938076,0.8930272965705678,5382.033440025657,757.1710470512777,0.03953115973899371,3,Bachelor,Rent,Debt Consolidation,0
37.68850786400992,22000.672464142554,0.8674051531867424,18758.617615559233,581.7974318630173,0.26989746802635367,3,Master,Mortgage,Medical,0
37.09348857334689,95335.74926432474,1.618905670740864,9517.934253420062,850.0,0.03830709758300792,6,Bachelor,Mortgage,Debt Consolidation,0
34.54955881989076,55431.35349363299,0.20098097401874157,9832.380993148601,544.839138163481,0.47506969753932965,3,Bachelor,Mortgage,Business,0
30.67340486603408,22613.69703126846,0.7219589639890679,3187.9739203949594,627.1529854097795,0.1669528770264703,1,High School,Mortgage,Debt Consolidation,0
38.9245601847052,23862.705562570543,0.5249842163613497,15910.788613545667,532.9712293925822,0.11650638324068753,3,High School,Rent,Debt Consolidation,0
25.738367365167917,13496.927456160902,0.505633116119984,8424.6541634681,693.3085890165428,0.20764184994382162,6,Master,Mortgage,Debt Consolidation,0
22.905646710409414,14751.579577355918,2.035017047034977,11803.032287368344,850.0,0.2618092944577467,4,High School,Rent,Medical,0
47.42826893326828,26399.283828347852,0.9701544036368912,7535.862284382985,834.3741030166619,0.21862182912889597,3,Master,Rent,Medical,0
42.27167988892101,16942.045611148806,0.37546684855408835,8991.49536693344,734.6393767533152,0.31367962495429624,1,High School,Own,Debt Consolidation,0
35.6589160860224,34616.12169349127,4.370881766914084,3984.880983337547,589.2509565109982,0.30369012086719305,5,Bachelor,Mortgage,Business,0
51.65142382543782,48283.387698441366,4.145308263703233,7170.187891894222,633.2067021283636,0.06020635054953552,6,PhD,Own,Business,0
32.32234481275155,26011.92569426535,3.9677235023709003,5791.164270523432,761.6046386201141,0.3609548902503604,1,High School,Mortgage,Debt Consolidation,0
48.22703219988979,23175.908767178316,0.9910365698474839,4607.971612131953,724.9506269241036,0.141627235225221,2,High School,Rent,Debt Consolidation,0
36.75574084925822,10000.0,0.11734077885577895,9023.798027255529,658.2917389751196,0.16094831701501688,4,Master,Mortgage,Home Improvement,0
24.752492499236098,32010.047684439953,0.22575969218432781,10836.87083166051,664.1912408853502,0.40634884175127634,0,High School,Mortgage,Home Improvement,0
53.4804019177085,12433.681872734129,0.6460605946509165,9903.243490654653,755.5700820396321,0.210237226380156,2,Master,Mortgage,Debt Consolidation,0
44.90710846624085,17872.087829913464,0.4968458075339349,7466.5726989279765,780.338027214355,0.47148429776693107,4,High School,Own,Home Improvement,0
33.78978968990436,35588.85998828635,4.142718505479239,11258.596442125623,499.9262118281222,0.6334749739130544,3,Bachelor,Mortgage,Business,0
42.271712595339494,36859.88392548845,8.589230465834381,9835.281666260096,672.7029719783492,0.3012842561124646,1,Bachelor,Mortgage,Debt Consolidation,0
30.96296566002093,17443.916397428024,3.3929748966504785,8760.618299689613,707.8173229313231,0.18660343968493034,1,High School,Own,Business,0
43.29149035059542,17953.533601056457,2.6175477141297603,9255.014724416564,596.7843777302053,0.30028270426669396,2,Bachelor,Rent,Debt Consolidation,0
18.0,15527.075156925097,1.7764959619882879,20876.979922627757,777.9020726071556,0.39951817471094025,6,PhD,Mortgage,Medical,0
24.801986663054063,12101.360065033097,2.938554700600822,3090.0456735845646,621.1479263976753,0.4313397768849576,9,Bachelor,Rent,Medical,0
44.79259744286963,16036.172952167044,5.8761841899418386,6279.986213427144,780.6790082331963,0.24952198410959847,5,High School,Mortgage,Debt Consolidation,0
32.50344461781081,10000.0,1.8393161395315236,10620.482075068265,613.1657649116503,0.5212723299540055,4,High School,Mortgage,Home Improvement,0
37.07542294888742,30993.453717180248,0.3359221139051294,2284.2917019573447,675.9374670892964,0.545987294426855,2,Master,Own,Home Improvement,0
21.532143378845653,26829.620603979318,0.3579144066114786,24491.16175269625,673.7261782763691,0.19574712668219757,3,Master,Rent,Home Improvement,0
53.478669957021026,29151.587279854222,1.7534805458426566,9935.349177609089,816.2626700790986,0.162540074065395,5,Bachelor,Own,Debt Consolidation,0
46.905296437176766,13667.799922135428,0.8113358767080796,17422.56373556462,724.0997033429439,0.2772772632522515,1,High School,Mortgage,Home Improvement,0
32.993147816246704,12118.211930374671,4.821396013719961,19847.02702471866,604.2354699163135,0.3855643030546504,5,High School,Mortgage,Home Improvement,0
30.953041431366735,22623.78662185616,1.891657087927246,11270.707057966056,622.7745386655653,0.09325841627048191,2,Bachelor,Other,Personal,0
45.29604361419693,22743.877845585474,2.257066663978432,1358.2128526599683,622.3830759859895,0.2743918047926555,4,High School,Rent,Personal,0
54.824704501689276,20462.8246312187,0.011675432917542836,9119.364306316003,651.8497420339154,0.2960032109337277,2,High School,Rent,Debt Consolidation,0
44.537602558113534,19058.307322217646,1.381693864571819,9599.915072698392,555.5448911121732,0.13987750079938696,1,Bachelor,Own,Home Improvement,0
56.71802667396602,51812.56098177032,1.1283287590836342,3396.519791162636,641.8668431011561,0.6129351425619733,1,Master,Mortgage,Debt Consolidation,0
25.77648670938082,27255.551548611114,2.4474794905369865,1935.7715011352254,786.8074735378377,0.6237772507875713,3,Master,Mortgage,Debt Consolidation,0
26.80613169501209,59002.74196159088,0.9646015736850787,11723.321673794377,782.3650064374868,0.14184025045739085,1,High School,Own,Business,0
23.110588819466514,41542.925153955104,7.507905624207002,2982.8894691034575,493.51493624123793,0.2432965421010241,3,Master,Own,Debt Consolidation,0
39.41760649649479,51618.50251189721,2.218557031659596,42156.06176362713,477.68047694089137,0.1267921213281638,5,High School,Mortgage,Personal,0
36.7560354980437,12871.471334000678,2.1571389871501627,10001.694678323922,590.6868444160426,0.3483720784020927,4,High School,Rent,Medical,0
33.48048876528014,29631.269818826295,5.035053364050428,23889.859854123562,472.0895321908368,0.21064645460666154,6,PhD,Rent,Debt Consolidation,0
43.09258628123298,17749.58218056321,10.680293861302877,8307.638896459062,523.6612461325044,0.486728753948374,3,Bachelor,Own,Debt Consolidation,0
47.32328605214664,10000.0,0.4408462332642281,14782.96912544015,685.1208914667142,0.2782513698985196,2,Bachelor,Rent,Debt Consolidation,0
19.74337590713158,46536.935345173726,3.32708233597378,8455.827646775888,646.2116971866321,0.24759832166349224,7,High School,Mortgage,Home Improvement,0
29.030279720988844,19018.23884947083,0.35423702106406807,18114.32506526999,477.9061598980997,0.1323277635332924,5,High School,Rent,Debt Consolidation,0
43.2014359412306,12996.679553623484,1.2214519725823965,1586.5775305773088,767.003296801372,0.10867686500944963,0,Master,Mortgage,Debt Consolidation,0
30.32261316141418,17902.901405306355,0.21113308338717654,16490.146094756823,607.8039011030357,0.4851150003149666,2,Master,Mortgage,Debt Consolidation,0
27.01793923641846,14792.68289652138,1.9529892075433184,13835.753149841255,598.1722199645864,0.29967989432064907,3,Bachelor,Own,Debt Consolidation,0
45.18537427650395,15570.774648001332,1.2641725112824471,7162.960653169807,751.6555816196785,0.41657899015804223,3,Bachelor,Mortgage,Medical,0
22.1049993027602,19716.24718268591,1.9814841707837934,5841.067745641768,691.0879281171257,0.056935601554347466,2,Master,Rent,Debt Consolidation,0
31.98420192208895,52334.31725425784,2.266163709155443,6378.691106638192,645.7579248174067,0.42694676030146733,2,High School,Mortgage,Business,0
38.28644025804809,15785.410269092934,1.932182124843769,10159.998512303062,600.5412012467241,0.1829692491621468,2,Master,Mortgage,Medical,0
29.261800860898813,50495.28942044252,0.6963625849835849,21401.82529913678,706.9620785783102,0.055925476800807276,3,High School,Rent,Home Improvement,0
42.831556560131745,33671.88172863286,3.627509081010622,5285.109588114433,606.7187464005565,0.040427429405944834,4,PhD,Rent,Home Improvement,0
29.31123024802631,26853.07938440586,1.604523687885704,2076.805816217761,627.1632260274022,0.357470729580881,2,High School,Own,Medical,0
49.08619493445919,32018.207877152345,1.3461055572243497,59140.11792466151,532.3504274414039,0.29966925547062356,1,High School,Rent,Home Improvement,0
33.742537025042274,22177.373400634566,8.69545204692667,13866.89538576483,764.2560334271968,0.1855488853705725,3,Bachelor,Other,Debt Consolidation,0
41.71270136705353,41899.327343699624,0.6667761339096162,5925.56137746406,805.2595747899755,0.11513216093805,4,Bachelor,Own,Home Improvement,0
42.460239529828165,29245.767216270076,1.501681001488426,20974.807950889513,671.1893221425158,0.18310892903116682,6,Bachelor,Mortgage,Debt Consolidation,0
28.724599972559272,10000.0,2.2934502098092584,17102.07570620977,601.3851691618909,0.2677196302006518,4,High School,Rent,Personal,0
18.0,25543.18851961233,0.2675792700655517,12013.975774103536,743.5449743620496,0.05937091408768486,6,Bachelor,Mortgage,Debt Consolidation,0
38.60755754663835,32597.359641943647,0.8746538681611769,5532.29847947644,708.8650925936253,0.22312094877602542,6,Bachelor,Own,Debt Consolidation,0
35.72288347124869,19062.9014099535,3.2358346827611317,13819.805386275766,605.6230436942151,0.5264391049733422,2,High School,Mortgage,Personal,0
40.55826027575127,23461.7786673705,0.5403608725770808,19373.221548322475,765.114337206071,0.21508663374530457,3,Bachelor,Mortgage,Debt Consolidation,0
32.734725276171616,16213.037843013815,1.359634302588914,2046.6136212216497,607.5543143994606,0.34392000740869333,4,High School,Mortgage,Business,0
30.69572301199284,11061.071731547234,1.991916135757998,9697.23415893481,521.3872660380648,0.3726751024988163,2,High School,Mortgage,Debt Consolidation,0
55.084730109816995,10145.764071796086,2.2243822502295236,10286.015798146975,643.420809185266,0.41795637396594065,1,Master,Rent,Personal,0
20.27645938489222,10213.503604083706,2.6061903911172397,10025.241374513267,758.4344030328217,0.6078806858269571,4,High School,Own,Home Improvement,0
42.33950478364238,30776.982594978766,4.0194924351156684,8408.067101624709,660.2768370148441,0.046334675511743785,1,PhD,Mortgage,Debt Consolidation,0
29.25398141816609,10000.0,0.9979899093043114,20928.318234135764,532.7365321067248,0.2079418573617256,3,Master,Mortgage,Home Improvement,0
31.642213822595778,15784.126095972382,2.4526544659532914,6842.760106319484,609.6875598074867,0.3507322974486298,3,Master,Own,Personal,0
31.828971674260345,15020.53219895736,2.6348403633710027,8085.047447427548,769.6315015304335,0.5016706133790861,5,Bachelor,Own,Home Improvement,0
26.96565725828743,19128.2242363355,0.7141332702136644,10430.94611136924,677.3824500901815,0.36538679830548587,1,High School,Mortgage,Debt Consolidation,0
40.712242102362396,10000.0,6.893935084606054,7027.205380876988,648.1120267346565,0.4535881026626158,3,PhD,Own,Medical,0
48.906435959499575,26955.538013275003,4.008210654862188,2673.647688781352,636.9586882642742,0.06988249350384271,2,PhD,Mortgage,Business,0
39.700136612466615,11654.169627733758,0.6845900326537324,9617.157626217006,757.9877190363142,0.23572894984979695,4,PhD,Mortgage,Debt Consolidation,0
36.03381996212095,38801.05711043913,2.2482828637303025,9704.695328866213,751.4667689745748,0.411374029416771,3,Bachelor,Rent,Home Improvement,0
25.135595009007535,16140.988030360248,2.5302829756541834,6050.329031195562,509.88216130698993,0.15863067132923267,1,Bachelor,Rent,Business,0
40.16825265824451,20998.231277847437,1.1294503643390534,7289.19261724437,743.9928155639682,0.20460810920521152,8,Bachelor,Own,Personal,0
56.56349631729299,22068.067393243302,3.98642913831077,1000.0,701.6422804216628,0.08966774998921255,4,High School,Rent,Personal,0
31.193053762049075,24887.489498916584,2.3438462107124116,21305.591723343936,809.2985832676025,0.5062107731489844,1,Bachelor,Own,Debt Consolidation,0
31.24016420648134,22437.909342656392,2.1467938800085946,16660.97005620146,643.0868503455055,0.11623165336450632,4,Master,Own,Home Improvement,0
29.389108690190028,17790.9419160186,0.49907868095302493,2778.690508531839,763.5232717789527,0.613535072867108,1,Master,Mortgage,Home Improvement,0
30.105857655055797,26147.902745686253,1.0479646272074064,4720.2932409889745,696.8932976678018,0.07863205652021449,2,Bachelor,Rent,Debt Consolidation,0
18.0,27807.848090381936,1.1380485303184316,25817.73889786083,538.6102351654936,0.24930208420632163,4,High School,Rent,Debt Consolidation,1
39.05035385855713,15024.427664203817,2.6459714162630585,3216.7263443588367,752.0597660630864,0.23067342379817612,2,Bachelor,Rent,Debt Consolidation,0
26.544478236453863,27260.223648397732,1.926736090223444,11881.845802027365,730.9421275739652,0.1503414243114293,3,High School,Own,Business,0
18.897368812082,39969.0287206356,0.17954438498378514,5466.460522506878,585.0073584693212,0.10157580448642438,5,Bachelor,Mortgage,Debt Consolidation,0
42.53189949732549,31349.296262823187,0.7354658657691288,11249.88927484502,678.9511906565515,0.3530244035864713,7,Bachelor,Mortgage,Debt Consolidation,0
24.179822149580637,35108.116457346674,1.2812897515940012,8434.708366144623,850.0,0.21480733461963003,4,Bachelor,Other,Debt Consolidation,0
31.613309461162423,24003.6318377364,2.6691726939940645,6460.193414014215,601.6961132238525,0.42052449679977383,7,Master,Rent,Business,0
49.6644239118858,13793.114218747862,2.7217923273552973,11056.98350361804,722.6168580554294,0.10045338355356381,5,Master,Own,Debt Consolidation,0
20.907842019754867,14693.753788927897,1.3488208640711032,5461.956027185832,540.512002972542,0.3584922877562561,3,Bachelor,Own,Medical,0
19.67401765402238,25846.849180197903,0.24870700805768306,1944.2152450153985,592.9691144755537,0.2255779172038826,3,High School,Own,Personal,0
37.69306189562338,35290.9509338642,0.6931759870514204,3857.6836243008224,731.0563391433444,0.266810642375422,2,Bachelor,Own,Debt Consolidation,0
46.494873640103684,88694.74811312003,0.5879164721817317,3504.184483584826,675.6681200290162,0.10526903495358655,2,Master,Mortgage,Business,0
19.25658282268037,35986.92554687803,3.0376083029051992,2245.5475627435007,629.8762423292311,0.24590733119130978,3,Master,Other,Home Improvement,0
39.076897368371775,12268.399894455322,0.39686849725222173,10889.12706156519,820.2496561099987,0.06956960913833163,3,Bachelor,Own,Debt Consolidation,0
40.80999539961692,15008.375843656666,1.2506825901331573,7057.080002209938,557.8187416477889,0.17516448333725784,4,High School,Mortgage,Debt Consolidation,0
18.0,68820.61791185163,2.221686385402277,10755.288355590028,635.4020782744689,0.054916482648274374,3,High School,Own,Home Improvement,0
42.9850133790722,19787.496632609906,6.692631783262634,12290.735970864449,699.1772516492751,0.23931062584561855,1,High School,Own,Home Improvement,0
43.766058798421795,22556.021032432564,14.365911738946364,14841.388386815092,562.8492408329514,0.3086482505084878,3,High School,Own,Home Improvement,0
31.882144267439752,13626.770278591224,6.111905055382272,11220.944919098116,700.9230232571057,0.14603668762819916,3,PhD,Rent,Debt Consolidation,0
47.52346362298008,48172.89043907165,2.5334159157093645,3700.8326822327444,757.4675447527853,0.3216366080628463,1,High School,Mortgage,Home Improvement,0
46.36455574324845,28287.2542878798,2.7443161657543653,12882.439967669268,638.5397960915827,0.3264820222459926,4,Bachelor,Mortgage,Medical,0
36.03117925717205,14953.47997617746,2.847661000037947,9676.386270110164,581.474053195331,0.39059789554402197,4,High School,Rent,Debt Consolidation,0
30.485546096750664,13401.036793181293,3.9697887828540104,46727.29850489062,618.7559859958945,0.401359252382731,4,High School,Mortgage,Home Improvement,0
25.27172107417043,25683.446876230904,6.064189405642592,8154.577230015991,382.15918897965105,0.5300534759438678,4,Bachelor,Mortgage,Medical,0
34.62436490633809,22518.7390321064,1.1801206156138724,11007.36450903687,750.6123664051852,0.10287415459563776,2,High School,Mortgage,Personal,0
40.69758919704179,33391.44834512817,1.0774589403500467,7511.117332219425,676.4590332031643,0.3633151367315508,4,Master,Mortgage,Debt Consolidation,0
31.758231389593586,28954.59628046149,1.2340932501027824,8426.330626028515,632.3573686452012,0.4049819902268586,2,High School,Own,Debt Consolidation,0
18.0,19298.059496508093,2.156544149774848,7983.317387140451,483.32097539308904,0.4084616224573062,0,Master,Own,Debt Consolidation,0
47.6871389457657,16782.62161409533,2.9872727553337137,5723.301705228013,760.9039325452849,0.2070787213388903,1,Master,Rent,Medical,0
36.90223221844894,20333.578785867423,4.088834486980497,9338.331978085942,606.2403320173797,0.31467062618862696,4,Bachelor,Other,Debt Consolidation,0
31.203755033231662,16724.994843268327,1.218387046303636,13325.147970475271,706.5243212433867,0.2217346620045564,2,High School,Own,Debt Consolidation,0
43.571583884232886,20638.266601795356,0.9031415300548118,5792.936772106932,648.8606751291651,0.5440298345506385,2,High School,Own,Debt Consolidation,0
50.24638596482756,22208.27984484133,8.191004228120773,15810.959705686804,488.5101581568704,0.0847103138764514,3,PhD,Other,Medical,0
18.0,14059.232175477568,0.5276384594513627,14349.18268303757,776.8543104803955,0.648073350770865,3,Bachelor,Own,Business,0
39.34263649922072,30192.231375485444,0.5020699396010714,4006.9682963508913,757.8583577994432,0.36440836813265465,1,High School,Own,Business,0
20.73350789189653,18302.375566198025,2.513393575437966,3748.2645287341993,726.4033572071979,0.2893177938945905,2,Bachelor,Own,Personal,0
39.99110506798941,14458.790170044975,0.3960661876825435,11597.243506259601,681.4847191751832,0.40754000146075453,1,High School,Rent,Business,0
36.27927202374579,18475.4164319814,1.0196822162749115,5064.30085202413,530.2521247421823,0.1464865950401591,6,Bachelor,Mortgage,Home Improvement,0
41.3572652644055,24862.827072016404,0.6917153875958257,3510.2111880460507,736.8964085070945,0.10487545263217443,9,Master,Mortgage,Debt Consolidation,0
30.00752385505345,22960.235329109484,0.3695542346496405,32000.856815978103,850.0,0.32490438372268954,5,Bachelor,Mortgage,Business,0
18.0,27202.36120305428,1.733607521528314,3740.363015106755,661.6135780223354,0.18941582926896602,2,Bachelor,Own,Medical,0
30.49631808743332,34515.82047962947,0.9352496920055388,2394.9643905128128,663.568830492941,0.07127251722272061,4,High School,Mortgage,Debt Consolidation,0
39.068476351397834,42296.94338425758,1.2406641581868851,4328.7984543355005,539.8160822697819,0.2917700137614678,1,Bachelor,Rent,Debt Consolidation,0
45.15392328675223,25406.06188300968,0.4359712646203508,9752.886339259177,442.96001088191747,0.21413561190274966,2,Master,Rent,Debt Consolidation,0
23.281686995274747,12904.079831839228,2.920887891297001,8594.189908291952,614.0884404031344,0.485209175353951,3,Bachelor,Mortgage,Debt Consolidation,0
45.270604268730175,19253.43179197906,0.7558324257953886,36672.07129254424,798.1668168799454,0.22166691180683537,2,Bachelor,Rent,Debt Consolidation,0
28.521277103534786,13330.911731672855,0.8392848024359942,4382.110084349525,784.375871369378,0.20192340855688945,7,Master,Rent,Debt Consolidation,0
38.624498815945266,51453.15375496311,0.5811163077571017,9788.124318449365,643.4591721650619,0.11675637701122824,3,High School,Mortgage,Debt Consolidation,0
29.901060471343673,59498.14658779395,1.139748960094859,19986.0760126902,693.012929438191,0.04413293623961248,3,Bachelor,Mortgage,Personal,0
36.82170627712102,30490.047526808452,1.2456631102867077,4782.8281858882,528.1638244125859,0.17018442347988583,1,High School,Mortgage,Business,0
43.918776345702746,33834.26824663364,1.5086282932373094,14228.174057692499,661.1226258475953,0.2474202325961654,4,High School,Rent,Debt Consolidation,0
22.72985922711464,24971.02911841898,6.8572367677387165,1871.065098907953,597.5568857100856,0.2600549338943841,1,Bachelor,Rent,Home Improvement,0
28.200941032531688,26450.436969351933,4.701279024739912,33090.57016589409,655.4671154289887,0.5263552096080687,6,High School,Mortgage,Debt Consolidation,1
36.84962587342087,10000.0,1.880104789673916,17958.273540584363,622.5346560294963,0.1914746338827253,1,High School,Own,Debt Consolidation,1
59.01583661030352,21227.097265034794,0.07936085055666257,4700.668455843902,620.7493860088282,0.07234111525086409,2,Master,Mortgage,Debt Consolidation,0
26.36810287833172,14177.669974197132,1.8948422924177193,15738.326931577332,749.6398937733667,0.2299826432428306,4,Bachelor,Mortgage,Medical,0
55.40133885996919,25353.657248449395,0.18789315474674942,23168.440761086425,846.3922748404825,0.4506624922400666,2,Master,Mortgage,Personal,0
55.044233036751706,21379.655629270237,2.4781241809079937,2890.1541909311504,633.0544345173638,0.21015691281564755,2,High School,Own,Personal,0
34.026888492984085,58303.12547882568,0.988847238787417,5014.54355759997,791.8630385886079,0.48712292963280124,2,Bachelor,Own,Home Improvement,0
32.018474738001,34832.76843329531,3.6365743754843525,23786.339661442435,525.8435697549212,0.43186501188267595,4,PhD,Own,Personal,0
28.079348013353084,25393.689855603767,5.712958147746146,8552.49482317512,640.7761397162257,0.07072886264811727,3,Bachelor,Other,Debt Consolidation,0
34.31797469667331,19274.343851592475,1.0795147509882042,11486.559969190024,520.3806368185668,0.31718003878473444,2,Bachelor,Rent,Business,0
20.93280567440442,50919.983538005705,1.2344299869280992,8571.155067816024,618.7636158220799,0.14430640308685552,7,High School,Mortgage,Business,0
34.23760982679402,21699.02650359454,1.7839162755450837,16534.279908439832,721.5698856496824,0.23644160123521898,1,Master,Rent,Business,0
49.96880273850856,25999.61426202597,0.43913172241834825,12214.087924692873,761.8634125283676,0.3376851519424872,2,Bachelor,Other,Debt Consolidation,1
28.889149375232822,22496.72005456123,5.243731454585535,8821.7347306186,572.1474538804848,0.11588036788543003,2,Bachelor,Rent,Home Improvement,0
32.59275696010949,17996.328559305508,1.1347916912543692,1508.1603589583785,695.8066520673218,0.07109828425427459,2,Bachelor,Rent,Debt Consolidation,0
18.0,22432.209097687126,0.3650119537950107,13521.124299843606,772.9994347663442,0.43365579153341616,5,Bachelor,Rent,Home Improvement,0
38.740620881310434,10000.0,2.8771285459082825,14521.604446251775,758.7727597748428,0.5543906254788824,3,PhD,Mortgage,Debt Consolidation,0
37.64481684951374,10159.32009773923,0.4947479333560671,3006.010014449947,675.8957019311465,0.3219488601614059,4,Bachelor,Rent,Personal,0
35.63702359765771,26234.09739284913,0.30987028337503913,3173.9142153193543,591.0815762997194,0.10148097180794428,3,PhD,Rent,Medical,0
32.83172949777857,48247.52669585466,1.6550587866025817,12259.775240037792,581.1164303879027,0.11381864103426093,4,Bachelor,Rent,Debt Consolidation,0
32.07242081227545,26215.61624496384,2.226407995209956,9465.984324707186,565.7350013519224,0.6111464605614675,6,Bachelor,Own,Debt Consolidation,0
40.01900233700672,15364.509833390288,1.6859074095887183,1669.3091454542503,646.8388544330396,0.42927139167232703,5,High School,Mortgage,Debt Consolidation,0
34.71183398411377,10706.144660588561,2.1371983382053017,4198.080334968482,567.6844549820478,0.2783091564362288,1,Master,Mortgage,Home Improvement,0
38.14971871555332,32606.392276610066,0.2455198272794434,10415.751213408033,717.8039368383788,0.045591096191655064,3,PhD,Rent,Home Improvement,0
37.149828174545476,16587.462609361955,1.2925960373930963,13923.613564288542,672.8336700327815,0.19134831739468144,2,High School,Own,Personal,0
46.23427287095762,30382.367700643525,0.8832791012739296,5077.349356286926,668.3016878359349,0.22316233892419804,5,High School,Mortgage,Home Improvement,0
41.76994097375054,26767.20114254248,7.251329836125011,7201.429372083057,465.9524454352705,0.22924853261427214,0,Bachelor,Rent,Home Improvement,0
36.9286184315019,27977.340568856507,0.10179502792100416,4009.886900121178,652.777990870216,0.18176255213536377,3,High School,Mortgage,Home Improvement,0
50.184220306521794,22399.65539732439,0.7084821109563187,23368.376117101037,604.0881687340237,0.3750663518169212,2,Bachelor,Mortgage,Home Improvement,0
39.20268529056561,26684.07414574411,5.68987824527844,9317.695582596138,850.0,0.1586653941605274,4,High School,Mortgage,Debt Consolidation,0
48.04962688790419,20749.403938105876,8.208327205329201,4749.7600204800265,522.0052460170036,0.3250837312094962,5,Master,Mortgage,Home Improvement,0
41.069426083866375,16032.075814405964,3.4848144429959036,3212.9951649022332,629.4575418822831,0.5699222713065512,1,High School,Mortgage,Personal,0
18.0,13605.786643768619,0.15808261385423447,2940.9563747260468,688.3098513326689,0.16195646638105177,2,Master,Rent,Medical,0
48.048347633193295,10000.0,1.648129827396412,34518.261278449245,552.7287211722298,0.25237373329332735,3,High School,Own,Home Improvement,0
36.35176241342669,20119.50896902343,1.02206126512594,7052.8743691030995,842.8252686791426,0.3043542695919983,3,Bachelor,Rent,Home Improvement,0
34.48045229099222,47084.026929400425,3.284465336724335,5886.301365405347,844.878814452637,0.28763617396652214,4,Bachelor,Mortgage,Debt Consolidation,0
37.81348347489577,31730.70319826513,0.11319199584898465,6832.220082120112,564.158233694425,0.19768664451001355,2,Bachelor,Mortgage,Debt Consolidation,0
31.550168380429326,24682.618223346097,0.439121832356466,4894.327552129241,590.81918053619,0.43223459736802283,3,Bachelor,Rent,Debt Consolidation,0
37.270288603889455,15260.109842134383,1.343534991896749,7438.2553587490365,850.0,0.25925646100828215,3,Bachelor,Own,Business,0
29.081239336569077,36267.22112091535,0.34311379942127956,8332.699254972431,789.5270782217177,0.07879176628787195,2,High School,Mortgage,Medical,0
47.7427225873437,20750.909252543457,2.3599601752878856,8200.929870902708,613.0653273215296,0.36172187220801744,6,Bachelor,Mortgage,Debt Consolidation,0
33.8641188637895,48410.26499516707,3.4381397548441135,2951.0660621674465,693.1435794109195,0.4193559263248346,3,Master,Mortgage,Medical,0
31.174161572775667,13486.660547754333,2.438307532646331,16546.74664332205,511.32716393220585,0.40109157933934914,1,PhD,Own,Home Improvement,0
25.750741842807262,15138.784443396364,1.160650510268024,5206.340316582156,850.0,0.4257992972387203,2,High School,Rent,Debt Consolidation,0
37.68775789148641,14419.907958172706,4.213833771500515,4784.177138538019,657.2861552144738,0.32175176395786376,4,High School,Mortgage,Debt Consolidation,0
36.87107100125092,10498.008114650058,0.2962719165170696,4614.409501628756,708.558640254786,0.1007779430746702,3,Bachelor,Rent,Personal,0
38.88424613677506,13786.948426134808,0.6031254865988335,3491.2762830519473,556.4954067818637,0.13857796955464902,1,Bachelor,Rent,Debt Consolidation,0
24.72748112494871,23193.05431561984,1.3448847648112858,10039.053664002662,536.3909205701202,0.24032797028187955,2,High School,Mortgage,Home Improvement,0
18.98818801188427,15427.385487946669,0.12660091997904685,16580.54962255913,695.1091284982415,0.11283367207697238,0,High School,Mortgage,Personal,0
41.255913025065595,10000.0,0.20115678444315196,4544.207505098066,841.6299074770125,0.3215238800067808,3,Master,Rent,Personal,0
49.84641861876508,37689.49354210104,1.013147258382931,1854.73919912657,595.9521560332847,0.05443815444451093,2,Bachelor,Rent,Debt Consolidation,0
24.73646377610104,10000.0,5.760750462600217,3562.8224113492315,552.089703151699,0.04347140618306266,3,Bachelor,Mortgage,Debt Consolidation,0
50.89441283561698,29572.913663715946,4.780947016800737,5661.0872170274215,680.51308802283,0.45837447466240594,2,Master,Own,Home Improvement,0
37.839110587363805,22372.93603930226,1.2546247185092487,3025.560827661539,813.7193034305004,0.2318142812673996,3,Master,Other,Debt Consolidation,0
34.9293709544917,63493.09305708009,0.306671960761693,5019.143842301956,586.141110583981,0.26262521700414987,5,Bachelor,Rent,Debt Consolidation,0
31.02451303454222,36260.299380202414,0.3922917216446421,5212.310656605323,625.0107131676846,0.43000134500225917,5,High School,Own,Debt Consolidation,0
21.154819805750034,17114.780095796334,0.9481712733760185,8003.289969464167,733.7124331216036,0.2866438008622894,4,High School,Own,Debt Consolidation,0
44.877285159246,15505.781274580235,0.4716325115259888,2530.1564733883197,744.441548201227,0.76023300337497,2,High School,Rent,Medical,0
27.243936385623968,46693.667757228024,0.17324238491294772,12888.49972303325,621.5556234790105,0.6482225848439429,2,Bachelor,Rent,Debt Consolidation,1
27.201933242623998,10530.851346176647,2.2403511291359988,30599.870471066526,759.6646233199907,0.11801951511473269,3,Bachelor,Mortgage,Debt Consolidation,0
44.91926309886955,24232.257230158553,1.7419113345891355,25420.05642332759,702.8768353534797,0.414812575303292,2,Bachelor,Mortgage,Debt Consolidation,0
18.0,20628.724327895256,0.6886367971446107,5078.466790689148,651.6191128084934,0.10190742035212949,8,Bachelor,Own,Home Improvement,0
19.764021893318333,18553.00344382272,3.018718083248511,13834.546727248227,740.2456418978505,0.15674971456902687,3,Bachelor,Own,Home Improvement,0
34.818657564919185,26285.086187885227,2.9917621465430004,12584.271817127905,726.4604785778309,0.3252505486348894,2,High School,Mortgage,Home Improvement,0
37.93284429004852,24216.268303936555,1.3506222663821872,7825.789224290279,545.2987257693684,0.2369689063106796,8,Bachelor,Mortgage,Medical,1
39.847346479689236,27686.504502991393,0.20303040452602514,9335.732424493037,798.351224740275,0.21638993506872303,1,High School,Own,Home Improvement,0
31.982015066037473,23611.468495637084,5.013553740646638,13994.715002251774,684.5399465997444,0.08825709748459361,2,Master,Rent,Debt Consolidation,0
60.3036966864169,27142.083593887204,2.2092236410894737,16427.312805214922,787.5613605590459,0.3015613526363448,0,High School,Rent,Home Improvement,0
32.72107441234166,23079.097032138077,0.5675150847466722,4232.982851126062,655.1793671962982,0.039612045825947226,2,PhD,Own,Medical,0
32.69213847897278,15839.887394211337,1.8855494496076366,14737.537833281976,674.7639331745196,0.2809504252028031,3,Master,Mortgage,Debt Consolidation,0
27.030133311861224,22070.57671578108,1.0384600030610287,30735.389397927855,689.8886656807483,0.4588237443259825,5,Bachelor,Rent,Debt Consolidation,0
36.23906816521071,15410.536151486082,2.017632603160479,16411.62679621601,704.6849505382745,0.1595860473986167,3,High School,Own,Debt Consolidation,0
41.149612320467746,14910.362166446508,1.2844173019658573,27699.51913373781,802.8199416277846,0.42633690161962035,6,High School,Mortgage,Debt Consolidation,0
47.0357805453346,18618.760839458315,1.3290111908308628,1025.755316682899,696.6441379847951,0.2537561529484733,3,Bachelor,Mortgage,Debt Consolidation,0
20.10715735559782,20749.728051726706,2.6627193079570244,13050.311081146503,647.2010824219161,0.24491596867520368,4,Bachelor,Other,Debt Consolidation,0
32.54004661644299,22417.84680920226,1.902415318759455,10010.612066320948,750.9533066727475,0.364827341253995,4,Master,Own,Business,0
39.46703610809144,34828.434437888005,0.16666037540104264,18428.7598338568,693.041898306957,0.30646701326637105,3,High School,Rent,Personal,0
40.870575345945355,17167.407608793645,0.13521674023067512,3292.81820362848,850.0,0.2770764759434088,3,Bachelor,Own,Debt Consolidation,0
35.065486578045395,24304.72277286572,0.7277134497357409,5405.039978280713,679.1417920845192,0.24553829018394238,4,Master,Own,Debt Consolidation,0
40.42423969532102,23365.453328328123,1.1251011683658216,16654.39436454028,773.7664499466075,0.3262927802298404,3,Bachelor,Own,Debt Consolidation,0
26.910361070741995,16247.362327367075,0.6437812988664677,3471.2330444178347,738.208213753361,0.4136648126672931,2,Bachelor,Own,Home Improvement,0
50.57905432318357,22853.74763373561,2.1080037410730865,9836.462328684962,445.01017187665695,0.2548345537523371,1,Master,Own,Home Improvement,0
44.926281029794296,36364.95108910844,0.43409417446089227,7994.02073969482,576.3211721080843,0.21564872406816255,2,Bachelor,Mortgage,Medical,0
21.550722129348276,24179.32258920826,2.435745230637536,6927.508242136965,606.0575588190534,0.17741304014919962,5,Bachelor,Mortgage,Personal,0
24.248969518832446,24668.735818001274,2.966939086543476,12812.274217510225,500.03486158571934,0.18862733676184754,8,Master,Own,Debt Consolidation,0
24.53078249893094,15480.490528490744,0.26550752176415143,3319.5993273568693,610.4743073854379,0.17740371712147773,4,Master,Mortgage,Business,0
41.77969970896528,58949.08743965985,2.1042566684457586,4341.202119044594,512.8814602018383,0.10915318754564474,3,Master,Rent,Debt Consolidation,0
22.152722335825327,15927.808372893394,6.510870910495968,7248.870652473946,539.0835062956133,0.4152464016214719,4,High School,Rent,Debt Consolidation,0
31.689756657919194,10000.0,0.42842663280601595,3099.679840442838,674.1582209582572,0.23705702728503858,6,Master,Rent,Personal,0
39.54704396416774,33863.467591271234,4.800458272836552,21692.83806286645,841.9397997115917,0.4336970502400459,3,High School,Rent,Home Improvement,0
34.33834065453565,20797.571003155244,1.8630521515102068,4276.910961609688,513.7789715389117,0.2668866995178159,4,Master,Mortgage,Home Improvement,0
37.588875157127056,18929.542757488452,1.7878106666477858,15200.197193893993,528.4515567805327,0.12115963427686299,6,Bachelor,Rent,Debt Consolidation,0
24.341972886512416,16767.924924356776,0.10663844263917084,4022.252525615824,596.7260610274833,0.4110999686198743,3,High School,Mortgage,Home Improvement,0
40.94854373397244,56154.231173724875,2.759036965732208,14233.558995592497,635.2823171154798,0.5584394851025242,5,PhD,Own,Debt Consolidation,1
28.867881075240035,26299.235237008837,1.3012218346451285,2237.067332369728,495.7866349231089,0.3542978750819348,2,PhD,Mortgage,Home Improvement,0
31.75380325602059,28994.91100033208,2.5543375058668216,25006.531277634913,580.0915058643368,0.111328546598844,3,High School,Mortgage,Debt Consolidation,0
37.37731727905986,23892.21163481443,3.312860972664285,20092.59069771824,570.8549349345932,0.40936182682550176,6,Bachelor,Rent,Debt Consolidation,0
36.030782215308484,25210.725719134756,1.4838194583849496,5207.906306910172,681.8362690911486,0.41444876073886633,5,Bachelor,Own,Business,0
35.23980019015593,44325.36232898162,0.6120840139766178,4185.943871693513,692.5628713703212,0.12920528444533702,3,High School,Own,Business,0
27.493731780232444,19429.983037902377,0.30530608361083883,11687.11240688889,634.7238931312942,0.206871458145325,5,Bachelor,Mortgage,Business,0
32.004505888008076,10631.017933991521,0.3499050568367461,2390.1586478044264,612.223540935848,0.22441664671455658,1,Bachelor,Mortgage,Debt Consolidation,0
35.021835908370356,33996.99193260363,4.033829895409121,8331.523981896706,579.0299825347395,0.5299806622570975,3,High School,Own,Debt Consolidation,0
21.24914766832915,28235.936966188685,0.2638153559952212,4246.834887292356,655.1578082018434,0.20549122832113828,2,High School,Mortgage,Debt Consolidation,0
30.37467033686621,23248.360826463468,0.9712713853165476,6611.407914219682,552.3914255336459,0.14903712581708,2,High School,Rent,Debt Consolidation,0
38.876798790328465,27871.9649125651,0.8137561506197478,4841.214912258127,804.7238004694983,0.06887575409970878,1,High School,Mortgage,Business,0
22.225633961546574,18299.47939113366,4.011723037855597,4278.27467371183,500.20982274118063,0.1568949957879542,3,High School,Mortgage,Debt Consolidation,0
46.5658165159424,22255.541025118157,1.2990013999831904,31692.499597086477,584.3696222149558,0.3003134086307689,3,Bachelor,Mortgage,Personal,0
47.69613262599843,20622.745024289892,11.27959797336952,15129.999695692986,736.8201453982589,0.10496252757317559,4,Bachelor,Own,Home Improvement,0
22.548494240399144,16387.200822576993,2.671618858642616,2480.2375336307946,610.1362686185851,0.22096431841471176,6,Bachelor,Mortgage,Home Improvement,0
48.57619633050139,39918.150195053175,3.8065923755675013,4021.2548159839275,717.1973221702119,0.6294029294567075,4,High School,Own,Personal,0
33.56418411287866,10871.181700359339,0.20777268562877987,16090.096274505395,821.7193842629922,0.6950704361977691,4,Master,Own,Home Improvement,0
39.185145591570546,71713.98711727039,0.5836539822482758,17587.601543851793,733.3102935287477,0.33625078039764444,3,Bachelor,Mortgage,Debt Consolidation,0
30.033489478717534,34155.575087512036,0.2910834763378006,2675.6131378529276,529.7974834154871,0.16331507593616104,3,High School,Other,Home Improvement,0
44.23044827226762,10000.0,1.2458321822580884,14170.021910638996,534.5771768116095,0.35627883511799224,1,High School,Rent,Debt Consolidation,0
39.06094018848667,19690.997591975243,2.5337363792309384,10016.843378363992,631.2599589964485,0.3236248358438093,2,Master,Mortgage,Business,0
26.858467434023964,20246.293971817522,0.3704039661703015,1714.1352892847449,694.3047797620493,0.11823471107816043,1,High School,Mortgage,Business,0
23.347980000347114,26794.26937842688,0.2789116309839488,5869.013409078189,770.6135559997302,0.183587472838699,2,High School,Rent,Home Improvement,0
20.396975647907773,13430.867271767445,1.9069924475592315,7266.785745132159,571.5013247402892,0.4506070579014933,2,Bachelor,Rent,Home Improvement,0
36.87941776432756,22382.007348149156,0.5235420407280562,8423.60737055429,601.5095918239962,0.5874743217267131,2,Bachelor,Mortgage,Debt Consolidation,0
40.72471411779736,20732.13728006857,1.3052587401322864,2817.2986242149977,624.9349892873345,0.31917732446046465,3,Master,Mortgage,Debt Consolidation,0
41.50965678779441,15232.564534003488,0.10494108515042333,4401.002331831486,622.9284275983324,0.0732507738066423,3,Bachelor,Mortgage,Debt Consolidation,0
33.82018905392622,14208.901086185502,2.2827023138566545,4922.860333138697,799.5645205078405,0.46315650898216654,0,Master,Rent,Business,0
23.43003544335636,34870.703812075975,1.5587891824213351,5278.8282338931585,639.5952992002927,0.07997405394917183,2,High School,Mortgage,Home Improvement,0
28.17925201976217,10000.0,2.0849719085768954,5349.733588979551,665.3053160089564,0.5621967581707855,2,Master,Rent,Personal,0
46.52348638961926,27971.445578755774,0.6442886110004608,7287.338515232148,741.1483302456644,0.40655394144031487,1,Bachelor,Rent,Personal,0
30.153714353999185,32818.74593221112,0.653131269896112,10380.759172885417,809.1087883772741,0.15157726715553174,2,Bachelor,Rent,Debt Consolidation,0
36.43417630681476,19746.288543680657,3.232527642977596,33502.67547708274,646.4804119008343,0.29906662783097887,4,Bachelor,Rent,Debt Consolidation,0
24.243495164251126,22610.878519357946,2.535688432841454,16264.026795434871,775.9191361088872,0.04070837848321901,5,Bachelor,Rent,Debt Consolidation,0
38.36583045459035,39408.92134964804,1.7337094154849009,23236.75826103453,832.777077059649,0.3359296332702098,2,PhD,Rent,Business,0
30.423154383209223,15484.181673915435,1.9784943733836307,5515.9294677332655,638.9660292622043,0.5870339183822922,1,Bachelor,Own,Debt Consolidation,0
45.467127137757636,16304.130923160817,0.19752947474875343,3629.5410247634763,593.6361535533041,0.10936192074696134,5,High School,Other,Medical,0
42.73557706206813,17193.00956327362,3.8782646036073065,15384.87588480895,850.0,0.49841425611250456,4,High School,Rent,Business,0
30.042940534251002,39445.00883893323,2.9385436948607464,7998.675529092805,762.1082149351284,0.3201522751209691,3,Bachelor,Mortgage,Home Improvement,0
33.73335972652337,42030.33394830398,1.7855954029578214,14534.1195997178,651.2490746884066,0.7534991458061947,2,Master,Rent,Debt Consolidation,0
29.48883759959371,10960.518664309471,5.016640386554576,4000.4407452000128,714.9961629708503,0.26144376002181124,1,Bachelor,Rent,Home Improvement,0
20.805668034549903,36428.997593277745,0.36937969644562,13614.10516864085,545.5023825247308,0.34312877193328845,2,Master,Rent,Home Improvement,0
26.425575704527834,33171.75876090887,2.320916147569878,7043.07688269981,760.9418819927239,0.0641468813918694,3,Bachelor,Mortgage,Business,0
36.982173277208204,47896.48531441312,6.592689983373329,5604.2426862981265,469.9969607168464,0.4372909686455521,2,Bachelor,Rent,Home Improvement,0
38.25259498229582,26703.60932765239,0.7421533472111012,6042.634597596538,757.064213983987,0.3402236824408844,1,Master,Mortgage,Debt Consolidation,0
36.48547903592639,21544.372830101678,0.030820894808858586,11996.218256362574,577.8289131909539,0.15940742814226455,0,Bachelor,Rent,Home Improvement,0
31.982669460413643,39050.397844129395,2.655050906743564,15052.70597585908,484.61213999679444,0.6211636159500155,3,Bachelor,Other,Debt Consolidation,0
44.330666057209854,31239.915395861,0.014009601779372017,6044.286192778673,449.8625228913692,0.28621628162014506,7,High School,Mortgage,Debt Consolidation,0
35.635419045609375,67673.44975891024,4.119805728739281,10672.737402867504,602.3847420468712,0.1274196539517351,2,PhD,Own,Personal,0
42.03253828095947,35573.41693074972,0.11589657351656706,10642.95144063036,721.1113825774959,0.20653874829835187,3,PhD,Own,Debt Consolidation,0
18.0,23784.133750509307,2.11550543376979,14627.659299650866,511.01081385412607,0.1558632152137061,2,Bachelor,Mortgage,Home Improvement,0
18.0,12245.916455305563,0.9470087616186944,17845.955066798604,526.4427410557686,0.11782950808224686,4,Master,Rent,Business,0
37.8378802783808,16474.04533489177,0.4546562230653616,34509.057673354204,600.5779518481336,0.12909096266130446,6,Bachelor,Other,Personal,0
20.752343462785106,10743.138073355134,4.5706380238263495,5585.133925874959,730.7553014485575,0.42555638941694135,4,Bachelor,Rent,Personal,0
32.87548297286944,19780.838230723504,2.7427788033469898,26056.11914842168,743.2529485846535,0.4855519169407026,3,Bachelor,Mortgage,Business,0
31.979029589753942,34997.56604970462,0.8323663826295994,8898.691300754857,663.987026570205,0.2699469998780401,8,Master,Mortgage,Debt Consolidation,0
50.87400602415537,21986.072325724792,0.6685779034465411,3375.028459348524,748.3369633490909,0.035949593105171894,2,Bachelor,Rent,Home Improvement,0
38.99996552943607,36712.135038194974,2.6637054914247504,4815.58306886804,718.7610735411075,0.08519069249377155,5,PhD,Mortgage,Business,0
36.658590267986725,26076.423390976546,3.6227503622894903,11763.632927742236,608.3012704233143,0.055587802684817396,3,High School,Own,Personal,0
43.36991154633674,18005.883689800696,2.5165092904434454,14458.078015291303,740.951211058887,0.4068169698292302,3,Master,Mortgage,Business,0
38.68497586839039,23012.954548393573,2.0432426350472292,3593.8729445494787,521.5822513641466,0.20165650408626684,1,Bachelor,Rent,Debt Consolidation,0
30.423230070115668,27890.693490850474,0.5173464549569288,4397.944689299746,698.6486398210116,0.184161823003791,3,Master,Mortgage,Business,0
45.7147593025456,23614.393501419487,3.8319802667112377,5289.646373524336,533.3985610624247,0.6101349111243436,2,High School,Own,Debt Consolidation,0
23.902498721117258,23750.10224309537,2.7698864163435752,4061.4916332801995,664.2800539389001,0.27420441745952306,2,Master,Rent,Home Improvement,0
38.23247187533562,14995.042811139047,1.4566133487080197,1800.702252004638,771.8567700529808,0.17459611391718646,3,High School,Rent,Debt Consolidation,0
19.524302058636888,17738.840046206013,1.4331909605513602,1372.719420234562,671.3198179915152,0.06736324187685158,3,Bachelor,Own,Personal,0
37.03943857515995,68133.91583724254,1.6840974522264993,5970.311052354523,648.742235025766,0.21553509778338584,8,Master,Mortgage,Debt Consolidation,0
36.929896417729296,40710.17113358704,3.5237380751709604,9913.6059572684,672.6031099497503,0.3637433377809743,3,Master,Mortgage,Debt Consolidation,0
51.76454961914663,10541.546642394032,2.7116044073355225,13690.651209421349,716.3309492084395,0.14696960293176117,1,Master,Mortgage,Personal,0
19.350261065582206,10000.0,3.879289550373507,2724.7521281696063,850.0,0.49086264991361306,2,Master,Mortgage,Debt Consolidation,0
28.991128241461873,22881.779337661166,1.4156396856796567,2762.0507442521975,715.2440670426977,0.37620686604238723,2,High School,Mortgage,Home Improvement,0
43.22682426574144,34431.821081171925,1.9597876960428715,5311.64637259689,599.7486170967732,0.2706817504249308,6,Bachelor,Mortgage,Home Improvement,0
38.353172563973075,16984.035291188862,3.856145664752396,8124.780263263866,629.1347046976882,0.22996797933279467,4,High School,Rent,Debt Consolidation,0
36.803050513375034,36710.913635462,0.5287647554371401,18160.88310889652,559.8873383190794,0.09318845639491445,4,Bachelor,Mortgage,Debt Consolidation,0
25.438642970414605,22693.351667838353,1.1740483602574674,14388.40071910159,526.0761852489154,0.2791353718293947,2,High School,Rent,Debt Consolidation,0
29.091816519085707,20301.891948823486,1.938603828180119,6037.452697106497,406.75238375873005,0.1046512677566391,3,High School,Mortgage,Home Improvement,0
47.450410082232565,32146.45914326305,4.93365235870848,10808.890227358404,603.8397908445199,0.1382536590601915,3,High School,Rent,Debt Consolidation,0
34.48490806246072,16882.993686969214,0.03192548074885803,4126.432902265399,509.5562386133434,0.7754329696889929,2,High School,Rent,Debt Consolidation,0
38.753596961444735,19084.787659922386,0.4779696237306873,8599.64845877818,659.7053328084864,0.39388602815068485,4,Bachelor,Mortgage,Debt Consolidation,0
33.84811671223521,30794.2613274725,0.5343228249892914,7708.364874823695,599.0525248612796,0.6653178421148274,5,Bachelor,Own,Medical,0
23.16914484750235,21683.394831570135,0.7908692052800964,24920.39520844193,541.4478246676613,0.2225884328976986,4,Bachelor,Mortgage,Home Improvement,0
44.338104260749965,57204.5166514735,0.6619771360826306,12026.2142506407,439.6494603489864,0.5059607239348797,0,Master,Own,Debt Consolidation,0
40.03232384532496,31160.691960456956,1.7838733559192372,4373.732153019257,615.0661212621374,0.16284649271569784,0,Bachelor,Mortgage,Debt Consolidation,0
58.05636837367189,30164.074651282088,4.336462701641283,4409.6744257270975,474.7615961434149,0.5913181796161388,2,High School,Rent,Business,0
24.84418620349455,21487.951828351168,2.026582805405346,6207.582289039083,720.6161848285116,0.6047555056747829,0,Master,Own,Debt Consolidation,0
43.22572921200481,34111.073217838646,0.5528949918158471,2317.9239072102337,675.4897569428325,0.4287192218713146,4,Bachelor,Own,Business,0
21.88456033962999,18745.25839090557,3.9865695272062824,6741.135742383657,627.3201589447447,0.1096326610374049,5,PhD,Mortgage,Medical,0
36.57346567673078,25366.60630467737,1.999593551172355,7223.339302835812,795.0747259655328,0.5848703000212907,3,Bachelor,Other,Home Improvement,0
44.76506589063165,13930.744017322182,0.4942632695685292,11768.967850612882,650.9826512242188,0.3334022656503552,4,Bachelor,Rent,Debt Consolidation,0
18.0,37038.777972594966,0.8977889263264045,13222.831608312761,688.608215849825,0.11528973978215412,1,Master,Rent,Business,0
32.950675257583924,25471.166060035095,3.1209603507047534,8770.359946991104,718.7464452190044,0.22033357927909128,2,Bachelor,Mortgage,Business,0
29.367902659573797,59352.9160446249,2.685942467903509,2199.545111986739,598.3117648298532,0.26909030738579737,2,PhD,Mortgage,Personal,0
27.980427017048783,72849.37205111621,1.7187925617375284,3050.8111195508673,598.8709223251005,0.6505873719402162,4,Bachelor,Own,Business,0
38.852126522593544,32262.46392053427,0.31276384078298586,4993.618424440269,654.1446920139585,0.3362889041323419,1,High School,Own,Debt Consolidation,0
46.20685706422595,22793.089014698162,3.2520422877097497,13654.619372181476,515.3474950377185,0.14888704249875448,6,Bachelor,Rent,Business,0
33.66721284770845,13724.910479795857,0.7350169117581278,13290.691432261647,828.5313845833655,0.0977736851327256,1,High School,Rent,Debt Consolidation,0
37.0548642756002,34626.511696088295,2.953295555189191,6637.225982933667,666.0778145308581,0.09952695763073784,1,High School,Rent,Debt Consolidation,0
36.143087530592474,24468.510446590015,2.085785892242262,53518.588857373405,629.9058489234754,0.3331438144143576,2,Master,Rent,Debt Consolidation,0
35.01803506356414,28825.549825975977,0.613513095900045,28261.452935213303,850.0,0.3889418426382949,6,Bachelor,Mortgage,Debt Consolidation,0
24.106573622878937,52307.42941184615,0.4774517251092341,21849.548097680858,539.8507435501745,0.462549248924048,7,Bachelor,Rent,Debt Consolidation,1
46.08444601722893,14585.575730413406,0.28061700691767166,14193.317350155086,803.6150723738941,0.06355793644721694,4,High School,Own,Personal,0
37.95195368158836,13875.05518299241,0.5540019357420395,11694.026128374908,731.3293799780993,0.5156185747606175,7,PhD,Own,Personal,0
38.94881490002577,19570.664812500134,0.3435444482593017,11030.956526026412,761.7029488362798,0.03581461929943042,4,High School,Rent,Debt Consolidation,0
26.934903709744177,33209.80939192199,1.919708209977363,1912.1369111734896,632.4450125399579,0.14199666381434517,4,Master,Other,Home Improvement,0
30.407796020107593,29069.17519563548,1.826506294903316,3494.5941139079305,655.5865321444326,0.21583910859132327,1,High School,Own,Debt Consolidation,0
33.23865802289222,14075.004097855523,1.7646099914593576,6783.785582378278,615.6706681923923,0.4273317160968357,6,Bachelor,Mortgage,Home Improvement,0
19.658753065511483,32153.495560054416,2.0538290889587936,8975.895596857828,749.634220813059,0.3401439993047791,4,Bachelor,Mortgage,Debt Consolidation,0
18.119656748023218,12081.052444143217,3.3724709006925346,7335.162040366588,689.173568964366,0.5536268747706625,1,Master,Own,Home Improvement,0
28.992520693614324,14488.770249818826,4.89644086574336,10075.0910598122,594.1514839358792,0.5925476832812325,4,Bachelor,Own,Debt Consolidation,0
40.2252076644239,20790.91395999302,0.5237051893302087,1506.2216269861608,598.7441659704526,0.055991045253200394,2,Master,Rent,Home Improvement,0
28.46862610070059,16702.01044375077,1.7723694508344625,12143.282828355299,648.518702664143,0.04752523720583462,5,High School,Mortgage,Medical,0
24.811948024092864,34369.66917252436,0.16314957411846417,8516.068286979893,616.7716557023285,0.3427715470517918,2,High School,Own,Debt Consolidation,0
26.853143467623298,25417.39958458327,0.25599049275727254,6974.668181361912,794.1772856258756,0.10956847968366142,6,Master,Mortgage,Debt Consolidation,0
30.446575768546875,53251.46467427736,2.1245953167957956,17014.983677289245,730.8215016934732,0.10228155533408485,5,High School,Own,Debt Consolidation,0
31.461410371798962,19465.66293620971,1.3333242986843794,3510.7090103234186,730.611192970296,0.3557481059622733,2,Master,Mortgage,Debt Consolidation,0
56.65521452206556,20720.91642662642,2.840381509764786,6704.164087340124,673.3917198473052,0.5277379879675209,3,High School,Mortgage,Debt Consolidation,0
45.54620628487318,40343.73134109372,1.1091283213011147,10173.430309961286,567.3494188440645,0.4134628002481615,5,High School,Rent,Debt Consolidation,0
45.24774112281728,21047.553276052604,0.27301083693516937,4095.2823879350303,719.6107553670115,0.4479516283243601,2,High School,Other,Business,0
46.685803642733816,46490.46997764894,4.112288546984756,1631.6137219619634,440.1817414705862,0.268178464555016,6,Bachelor,Rent,Debt Consolidation,0
25.011791306659504,28865.83818529947,0.1730523810130535,3221.3889991539486,667.4055200244034,0.04462375522736385,5,Master,Mortgage,Home Improvement,0
22.77635385012761,10000.0,0.41888725690017037,7694.211179290115,568.7881067247597,0.2316258719383667,2,Bachelor,Rent,Business,0
23.931297084659434,39687.24804231227,0.648628120097523,6639.4486545503,561.0883139563457,0.28345827457749423,5,High School,Rent,Debt Consolidation,0
48.34506133337838,34764.89549749826,10.71215020642576,7985.535811616183,603.6665844230881,0.09422415544934198,2,Bachelor,Mortgage,Personal,0
29.528082111175088,35442.477283614855,1.0786553517336104,4781.829652332118,641.606314433174,0.48570653841403194,2,Bachelor,Mortgage,Home Improvement,0
22.48643817760713,10000.0,1.3931401860053825,2836.1107374842713,647.6584377867176,0.48594859273867774,3,Master,Own,Business,0
30.69003799780187,15811.693170293225,2.9367167289118337,9041.737231650226,729.0238152781121,0.3275713063763619,3,High School,Mortgage,Medical,0
32.61394468285373,16410.022959862097,2.0234875631312677,7092.41799505909,632.611521993491,0.03499976849597937,2,Master,Mortgage,Debt Consolidation,0
37.68413273694562,14464.307125875275,3.683000889011082,13497.609925665325,639.8266464666241,0.15844761967247548,2,High School,Other,Personal,0
37.50951020712043,52625.77332807231,1.3327513479081559,4455.311120232208,510.4387203763441,0.5521558499458649,4,Bachelor,Rent,Home Improvement,0
26.71819436126492,21897.24439308979,7.163833944091505,1608.9199708634883,523.4611878803701,0.31739445018005924,3,High School,Mortgage,Home Improvement,0
41.85656392513711,21627.469648655788,3.187250799413191,1008.7144902602518,678.7069043712444,0.15450647865120964,4,Master,Own,Business,0
28.60806466249842,29027.65151398108,1.0262077283494921,5877.134712977131,713.0668381399121,0.42976054341689174,2,Master,Own,Debt Consolidation,0
33.43723663294957,29279.73255387872,0.960178470255357,8976.158893945834,623.9528124803098,0.4000573914793398,2,High School,Mortgage,Business,0
41.86774070503355,10000.0,5.304035282849399,6728.78574695189,743.2957966149372,0.2898872376933486,1,Master,Rent,Debt Consolidation,0
28.581785960556587,15943.734846033996,2.306658468753749,5155.810644653855,509.21080790905387,0.3718053526353641,1,Bachelor,Mortgage,Debt Consolidation,0
29.306485764188626,10868.301488567404,1.9427277667305722,2268.5453032355836,689.8538722797072,0.2731124045444673,1,Bachelor,Mortgage,Debt Consolidation,0
40.916680496931306,26907.30382994384,2.8362359045763084,1787.3873225296265,564.8222394110551,0.33861510347127943,3,High School,Mortgage,Medical,1
26.422668233949807,19063.93850067225,1.645754827730894,10870.628789862116,556.9249831475063,0.2998386023356864,4,Bachelor,Own,Home Improvement,0
31.152079763959293,22196.586221965536,0.34672388397257714,6754.194620819469,573.508407591519,0.5130868009765391,1,High School,Rent,Business,0
40.557421780428925,10000.0,0.7690188272239074,6058.305067992719,641.9234431120948,0.24239976278644532,3,High School,Rent,Personal,0
55.54092441435975,18865.193466402874,1.6326413238885604,2360.430357024128,693.8896929523789,0.22550666943984485,5,High School,Mortgage,Debt Consolidation,0
41.05404504762747,38467.350668873034,0.03666976461349649,3740.5753671943016,686.2979209015348,0.15588785169452815,1,High School,Rent,Debt Consolidation,0
39.72639762990012,44565.92094462859,1.1501975334415215,8400.810595230134,620.9517816062478,0.16211107033784994,5,High School,Mortgage,Personal,0
40.30801583672729,31553.244825670252,2.8195590160435886,10175.038181364838,713.2267342423069,0.5608773433869558,0,Bachelor,Rent,Debt Consolidation,0
24.268097259329508,11296.716116159116,0.3588132295758588,7105.382641613858,818.674139335001,0.016676708165295397,6,Master,Rent,Debt Consolidation,0
36.15596738679908,41344.757195576756,0.1334742997040111,24425.905305439355,638.0588798548961,0.07390899537488999,1,Bachelor,Rent,Home Improvement,0
34.702335116635986,31634.422537418846,3.616133108620448,5113.323602985375,659.4795773761043,0.09597067299195348,4,Bachelor,Rent,Home Improvement,0
38.21584540372756,20772.919763051636,1.9208712136835513,22685.869875492936,588.827002168641,0.32970870559968246,2,Bachelor,Rent,Business,0
36.16508052475871,10000.0,0.3885752651074665,9638.236247944984,610.8041459232705,0.47790590571256536,4,Master,Mortgage,Debt Consolidation,0
38.79699677417113,35482.591515086264,3.2829408435423715,8835.26831486223,774.8347265348947,0.09339245612695526,2,PhD,Mortgage,Medical,0
31.885328051007985,16381.645905795433,2.146646370391773,17086.059450361245,775.8658218423168,0.40986689666609133,4,Master,Own,Debt Consolidation,0
35.58608917371793,26188.68982631363,0.8132894160706724,4918.201146558537,629.8932520929134,0.3287188032757294,4,High School,Rent,Business,0
22.72171433943008,22792.730589681392,0.9438389969810209,6226.92077928718,699.0251666087742,0.3858141131578635,2,High School,Rent,Personal,0
31.800927219970863,47533.85591410359,0.3389405701847629,3044.7276887605485,742.0457287359081,0.23320085388014078,4,High School,Mortgage,Business,0
48.908335481766436,20688.15321568034,3.606720123839043,17122.86557154216,605.3482961248943,0.24587901308435642,2,Master,Mortgage,Debt Consolidation,0
38.18808339628256,21860.643638406546,1.422649396830621,10597.827995171152,519.4091748805498,0.2539542546070463,3,Bachelor,Mortgage,Business,0
34.79078962616923,48499.447991357854,1.6284571445305058,19501.266312065967,718.9308949758022,0.31273771029301795,2,High School,Rent,Debt Consolidation,0
53.96123276254347,15849.430976503114,4.299589221880095,9546.126246222058,739.6387616129878,0.21649627691097306,2,PhD,Mortgage,Personal,0
21.39165021698921,33095.7920771063,0.031914517985930896,19583.32606429035,724.9278800142266,0.11260320361321324,1,Bachelor,Own,Personal,0
23.905444445537803,19944.169791122207,0.1385352381459949,4456.721569342412,612.585117589062,0.3010939973318923,3,Master,Mortgage,Debt Consolidation,0
52.127114112762726,13342.757656695809,0.35246979276599094,17850.587959562683,802.3110871409003,0.26782157138372253,0,High School,Own,Business,0
35.45960936048934,22039.255723829763,0.06099638161929402,5894.341241472248,678.426475845346,0.3895404368451937,4,High School,Mortgage,Debt Consolidation,0
32.57416963710206,31127.674469423782,2.146802489018486,8119.513755865988,535.2410431752991,0.30775825733240125,4,PhD,Own,Personal,0
23.00795674904357,43341.024781990585,2.0095853558109757,14511.321410172872,490.391254056961,0.36301720803262116,3,High School,Rent,Debt Consolidation,0
39.47696266395012,46043.735369219365,0.47347583209837174,52170.52683315441,620.280578404518,0.04758116958599193,8,PhD,Rent,Home Improvement,0
40.44459869527462,19008.052095769566,0.32364174612513935,15615.859305407912,672.4811530102561,0.18664250467383145,1,Bachelor,Own,Business,0
24.055056391651036,13445.172302556137,0.31490990241697825,16839.404214130536,621.2053816934282,0.26550638453699327,4,High School,Own,Debt Consolidation,0
33.59724414449572,18781.55500046649,6.125514735569263,5238.013678030229,849.3562398839429,0.3941517584888187,3,Bachelor,Rent,Debt Consolidation,0
31.64484167966934,12200.529401371587,2.3651045979993293,9187.493102455532,690.3983526244733,0.3921216808855818,5,High School,Rent,Medical,0
37.55977146418771,19757.864632227946,1.761021229197739,7504.8607239867515,552.6851263712542,0.10838364287411938,0,High School,Own,Home Improvement,0
23.807497577793562,18567.4877203261,0.7786526980131314,24987.54819679216,422.9658241801276,0.4810153679990614,4,High School,Other,Business,0
47.51947454513157,31689.64030131877,1.134944329889469,7210.204864658845,673.5014049199826,0.4801407705401104,5,High School,Mortgage,Home Improvement,0
44.158237815976044,10000.0,0.18731602940033634,23454.87125860088,748.8954089694155,0.18035902890041883,5,Bachelor,Mortgage,Business,0
31.36824441267184,15263.1396424601,12.58718146259878,2860.3024061048254,836.3767208629828,0.27250391196719376,4,High School,Rent,Personal,0
32.835812883616285,15325.001332886259,2.8136919203953887,24810.490829868533,629.7588253715567,0.32518877906938026,6,High School,Rent,Debt Consolidation,0
33.63577849722384,39877.34416531159,1.9428309074623449,4067.8883984608124,822.1999104758158,0.2476146407769495,0,High School,Rent,Home Improvement,0
27.216914469934967,12620.500711010955,1.77233405818494,16044.274339450707,514.1072360781684,0.0486985029115329,2,High School,Other,Home Improvement,0
30.565705817649643,24669.641554932045,1.4036267355711882,4058.365681390013,615.609195401391,0.09463153278445299,4,Master,Mortgage,Personal,0
32.29729632325391,20659.60849911594,0.5952693451522284,13288.812646793103,548.5602545842887,0.12003805731860841,1,Master,Rent,Home Improvement,0
51.12868370707128,37105.52886185178,0.5133758597565702,3751.5721517941547,729.2100908750765,0.6158013195033052,4,PhD,Rent,Personal,0
44.466183083304365,29670.718585553615,1.594938503128322,18567.81070362787,519.8922620148178,0.5226824919996454,6,Bachelor,Own,Home Improvement,0
44.34654707336624,23403.05541026669,0.14557329156640214,15933.775376948115,690.1749624584629,0.10449088520238954,4,High School,Mortgage,Debt Consolidation,0
38.699256130043906,16691.694889629132,0.15477919146110097,5011.2970890877605,525.8170628568879,0.11790221780105653,2,Bachelor,Other,Debt Consolidation,0
23.826729910687654,10000.0,1.6456627237075896,12867.597480234761,825.778155305138,0.33134279558152296,1,Bachelor,Mortgage,Business,0
34.58508895422621,24922.912195311357,5.046764004910445,17291.081350078537,612.5743962473209,0.22183185638473613,6,High School,Mortgage,Debt Consolidation,0
44.7048845961338,28717.00971735439,4.913148098161859,3871.29655521105,687.7965849152461,0.33731814909625263,0,High School,Rent,Debt Consolidation,0
22.41735370632712,10022.283007667189,0.021774706778194958,3543.2431280370315,471.12273772676446,0.1797288909698195,4,Master,Own,Business,0
41.36553206873264,11886.432680966944,0.22722049293354066,3439.069484983821,500.51977849128116,0.10910990957710925,2,PhD,Mortgage,Medical,0
58.226092252627666,24988.34978628073,1.7497107810208106,3070.5065890853475,572.6603529484752,0.0972772007828684,3,Bachelor,Own,Home Improvement,0
45.61816645989732,26096.874706732222,3.774018829534366,3425.9213546918336,735.0518127769222,0.2955479482643659,6,Bachelor,Mortgage,Debt Consolidation,0
49.14029135561987,13422.34782537952,6.177849208070913,16980.66405760997,715.9090486193554,0.4381668287295395,4,Master,Own,Home Improvement,0
37.18338750442161,16530.586038575235,3.9405605710503298,12660.976899911888,758.5389961099943,0.3140242112930893,2,Master,Rent,Debt Consolidation,0
44.6793194876499,10000.0,2.2640060228286316,2086.4060057410393,499.0269176815579,0.1717412241062074,3,Master,Mortgage,Business,0
27.821467856459645,43854.470915470934,0.4476002275814676,5387.6598886269085,700.6869373271325,0.17427827353171116,4,Master,Mortgage,Home Improvement,0
42.958638123412264,11499.545551570483,0.15078692465464602,3209.0516265233337,594.0102532232489,0.2617047785591123,2,Bachelor,Own,Personal,0
41.54388134060763,28886.50169534062,0.09736348373453838,16142.715224648737,569.1895663517674,0.06473534997463025,7,High School,Mortgage,Debt Consolidation,1
37.89911174037663,21644.78121446801,1.8938957149249218,5654.932267648301,596.2772335877787,0.4759824655145176,3,Master,Mortgage,Debt Consolidation,0
48.16007419718498,41973.6286096054,0.07371930166372126,2355.3816711401923,638.3532205932935,0.39906733369885744,3,High School,Mortgage,Personal,0
29.612151621526113,14822.075756937342,2.688309335947273,9284.782551835655,716.1044415967731,0.34691203916354846,3,PhD,Rent,Personal,0
33.12942483526337,22711.492551847852,2.492861281594438,13163.375731083303,762.2805300888879,0.28177433896648596,2,High School,Other,Personal,0
35.954620413582965,10000.0,0.16591736367647705,3778.3445895179434,702.1072128341056,0.1757480869422794,6,High School,Own,Debt Consolidation,0
24.703890289105992,10000.0,4.742206833553029,6555.549793901471,713.3270736220866,0.44258588001582366,4,Bachelor,Rent,Debt Consolidation,1
37.269319438002476,29678.162706123883,1.4759932513705467,3936.6430143173293,832.3049547979606,0.08786093117535125,0,Bachelor,Mortgage,Debt Consolidation,0
18.0,10000.0,4.695971928713999,21921.823219936912,719.7073091606561,0.20731196028681637,2,Bachelor,Own,Personal,0
45.469545344282096,19651.15182804383,4.637633354364392,5738.272526820689,628.616516850757,0.35287052889762194,3,High School,Rent,Business,0
35.46637366565966,36521.18287557245,0.4388859734322628,4548.393816179278,708.1104734818073,0.06488337638414425,3,High School,Own,Home Improvement,0
29.791070960962365,31995.240234520435,0.9579357863355448,7777.106282963836,820.7645904228449,0.5724803212774391,5,Bachelor,Own,Debt Consolidation,0
26.656263877048787,15799.084211309382,0.28918776187999956,6863.415863166828,562.9639334696764,0.24246668385713646,0,Bachelor,Mortgage,Business,0
32.65420970380812,10000.0,2.9831142976515705,14055.86063862569,606.9063041656664,0.6854658575149871,3,Master,Rent,Personal,0
41.88259710772414,28417.130554068644,1.4028624596363282,21436.23044099034,795.0127749349284,0.3432430562683047,2,High School,Mortgage,Home Improvement,0
40.47738978737561,43093.54045518403,5.2847377244431994,21566.54608770823,620.9527082569499,0.27520187429132037,3,Master,Mortgage,Home Improvement,0
27.944620527215392,15817.63855630981,0.4669313200990224,5969.832276038154,726.4289675174452,0.33796745045578863,3,PhD,Rent,Business,0
26.539603273723657,14740.344994520185,2.331862376679602,10343.265457952832,778.9087256997985,0.3596687438197027,4,Master,Own,Debt Consolidation,0
41.568987063196474,16941.966007164887,9.063249902071286,26656.809908636656,524.4179521027293,0.01368380132720881,5,Master,Other,Personal,0
27.776525953849706,29313.52684116005,2.189526980534003,27490.590094047493,609.1577389209593,0.14152472651515824,4,Bachelor,Mortgage,Debt Consolidation,0
35.59909774079504,40711.21161726146,0.1425064186051941,4020.9564501837335,770.4689284039353,0.28847957686375897,4,High School,Rent,Debt Consolidation,0
36.23754642524277,11851.344432055523,1.7755248708193456,13014.197726584378,637.3573400992209,0.26951054344460856,6,Bachelor,Rent,Debt Consolidation,0
38.120621317267386,10413.50807107589,0.3965183768553655,11368.07717125383,448.1407508056387,0.4626027225138745,3,High School,Own,Medical,0
43.582704301818715,70968.98012919546,0.06195533819822939,17002.40418278268,599.0030226957882,0.24984256425892354,2,Bachelor,Own,Home Improvement,0
22.37037063132677,20157.639077066447,0.8158182765521097,21914.286490276063,729.4462454845432,0.31771029937029366,2,Master,Rent,Debt Consolidation,0
18.0,24995.382776298044,0.6187761258970507,3523.5320632825815,777.649309960578,0.32158227113388854,5,High School,Rent,Debt Consolidation,0
29.32552718771648,15584.538495860816,3.1096238938880507,4663.200789204696,655.0845298614804,0.24844363081802426,2,Master,Own,Debt Consolidation,0
53.01528407832186,28140.95182508868,0.935789440566509,16748.885622601825,698.3781608309997,0.2622668375518121,4,PhD,Mortgage,Home Improvement,0
55.221741000873784,35597.49101859566,2.6407045038351087,9121.81981134098,613.0939873797363,0.10146102721806328,3,High School,Other,Home Improvement,0
53.31177135565888,25588.494242531357,0.03274457885361817,1364.0411873546818,740.3184213538326,0.5146017044067527,3,Bachelor,Mortgage,Business,0
33.070186322393106,52597.77189969419,0.029845857034861152,2136.606381545673,792.5195557209827,0.14637740339652186,3,Bachelor,Rent,Debt Consolidation,0
18.0,18706.52560922617,0.0595033642313105,13767.396632656355,726.8199900254481,0.5052309799163422,1,High School,Rent,Business,0
18.0,19313.483607624978,0.4952783736795367,15855.769796137758,638.1833253487266,0.34187916235809446,3,Bachelor,Mortgage,Debt Consolidation,0
28.85961838450589,24728.289117182143,0.9367707906769648,2752.8990532863445,693.4111065241483,0.3530431664528682,2,Bachelor,Mortgage,Debt Consolidation,0
33.0192636985064,27791.370081230747,1.87220031428284,19522.717172727782,745.2487901137117,0.17387173635149214,3,High School,Mortgage,Debt Consolidation,0
48.00625401055959,24685.557401945105,8.525131554532024,6920.768761382268,652.7701687879184,0.07575087696675314,4,Master,Mortgage,Medical,0
43.678054595424456,11588.777901122712,0.8751799618632641,3576.0735228729927,730.0529016160684,0.608469666602252,5,PhD,Own,Debt Consolidation,0
37.2740507899162,25751.74274187298,0.11453570102396225,5175.872939975137,687.030897756377,0.07310927600849686,4,Master,Mortgage,Debt Consolidation,0
26.101552290588582,18268.12848465552,0.433577972956838,3046.6728921734148,791.9357803012709,0.2971911183752884,2,Bachelor,Own,Home Improvement,0
25.3922044175511,16473.552464523505,4.562661820112935,4950.635411554569,720.013764606265,0.459316576434588,3,PhD,Mortgage,Home Improvement,0
37.541276870714356,22387.118990551095,2.4038111526810497,1816.8901745596927,600.1442603160182,0.280812019029664,3,Master,Other,Personal,0
41.970509788397266,13619.238345023688,3.1232090215229897,7638.325179618447,790.4494009881228,0.04347833559658256,3,Master,Mortgage,Home Improvement,0
38.918812622455846,12485.263877627198,0.26516244418262697,12960.932900027161,696.0055192243817,0.24068003350004682,2,High School,Own,Debt Consolidation,0
24.65402040393345,10000.0,0.29002146041349713,2757.445608588046,636.0264061207197,0.11710758604178609,7,High School,Mortgage,Debt Consolidation,0
41.50667628792086,52765.80694921716,0.238121219789856,8214.171854956714,514.5996307007424,0.19648923785757036,6,PhD,Rent,Debt Consolidation,0
39.259109671014116,29081.736939321014,3.8921886323594235,4256.822961993333,673.1378929058169,0.21133307583660452,2,PhD,Mortgage,Home Improvement,0
24.293335938098217,20777.333571222433,0.47136266541589883,13836.159090484836,833.4888894409564,0.13904817929940608,3,High School,Own,Personal,0
27.156790296997443,15778.260937169756,2.0608892893018464,1272.1635681691725,377.062374991995,0.7263391531217691,4,Master,Rent,Personal,0
41.88495974561567,10000.0,1.4520283262768179,14321.412564744809,381.02868665457754,0.2693095452988718,2,PhD,Mortgage,Medical,0
32.65492464854109,15301.950178260442,1.5722358102946914,1892.7663629970064,726.7339352777918,0.2551690381665566,4,High School,Mortgage,Debt Consolidation,0
50.89147301636457,31505.996399372405,0.43490793147132406,6850.2999801586275,673.6172309397803,0.23708701470819304,6,High School,Own,Home Improvement,0
40.011292760645766,35280.55184265245,2.0170647628701186,4595.650109935623,717.2383715831363,0.09750611777616425,5,High School,Other,Debt Consolidation,0
30.133688118107308,30368.03933848962,0.0881138894561878,6071.965629404319,597.3614071557593,0.43586497563026294,1,Bachelor,Mortgage,Personal,0
34.897943996090675,23841.808492247488,10.063393962185486,2383.886444185022,435.822266470032,0.13499043613909315,3,PhD,Rent,Home Improvement,0
35.63383392637718,42274.40389283663,0.05424688764634912,30580.263996076905,566.801499841432,0.2621761050842535,4,Bachelor,Own,Personal,0
27.7160968675829,18689.766161642227,0.10291617533224914,2895.026483305052,806.0005301725322,0.3643627620048485,4,High School,Rent,Debt Consolidation,0
25.874118018223733,37895.75797658914,0.7850407671618327,3083.6742867747716,604.8410766472175,0.4636534352853765,0,Bachelor,Rent,Personal,0
42.013898938095,18173.30027602526,3.563127514426475,34059.23413040083,605.7071330220401,0.4837672713713476,5,Bachelor,Mortgage,Debt Consolidation,0
43.45273297042095,14177.753292840665,0.5946278517672285,10489.828043771678,387.06000065350776,0.21739454575949713,7,High School,Rent,Debt Consolidation,0
41.03781469552959,13321.619353475777,1.2770718458178474,2970.8244362268965,469.5520015354633,0.32272565452362595,2,Master,Own,Debt Consolidation,0
50.15318094323802,12935.772175199732,0.03628177310429619,7309.790253766146,761.0167163913629,0.16245841903484068,2,Master,Rent,Business,0
29.58226763988398,30623.838310256433,0.164328432011433,6710.417338781775,624.0571945029634,0.06854271969446352,6,Bachelor,Mortgage,Debt Consolidation,0
51.742707660711304,15193.564278615493,1.8728136641532718,2100.392119684894,749.1201885655524,0.24251656642685784,5,Bachelor,Own,Debt Consolidation,0
25.990788814458472,13140.910442273022,0.4322327731691985,4417.768241357046,574.6300628436958,0.5569051522276637,3,High School,Mortgage,Personal,1
24.873144366315074,31472.44278903512,2.3700048570951235,7933.863769831372,503.2217962010335,0.39865486165520203,2,High School,Rent,Business,0
18.0,25951.5131014735,3.07787665338307,22317.67679137701,623.9076419114826,0.16334038613698287,6,High School,Mortgage,Medical,0
30.54204686173183,35642.57008729502,3.7987009340893416,6966.97304047272,592.7046880867202,0.1465939723526518,1,Bachelor,Other,Personal,0
29.962776631705463,28461.27742709596,0.28727737188688723,7398.879389760049,566.690982388406,0.21907676815189653,6,Bachelor,Own,Business,0
40.25937280254651,15115.019690138697,1.215806074867605,4221.165962216257,569.299061671577,0.3184764053456038,3,High School,Own,Debt Consolidation,0
37.43890941620451,22880.749623783788,5.878002676285137,19471.606859212076,636.5061897368697,0.26158103980242375,5,High School,Rent,Personal,0
23.070266289808632,23448.609960619327,2.9575522628064257,16678.194075573974,600.8431371538127,0.3447904320172531,2,Bachelor,Own,Home Improvement,0
31.072737615741826,13910.798260015232,0.2487704234265894,15236.784533824422,556.7731672837763,0.11904388899511453,3,High School,Mortgage,Personal,0
31.285379789123144,12678.81174899481,1.3963204297657918,8861.497895929868,830.4714373283294,0.4108531490653199,0,Master,Mortgage,Debt Consolidation,0
18.0,15672.129072251948,5.11187529812139,2255.532013956522,695.7955024831899,0.38832752754025845,6,Bachelor,Mortgage,Home Improvement,0
25.190532729866305,60979.387629340396,1.1597755864622183,19328.499023315286,665.8482754115201,0.28443824422015546,3,Bachelor,Mortgage,Personal,0
27.291863693859106,17919.198391106234,3.6331407663754316,8483.37630186199,643.3454597965168,0.2571780081650393,2,Bachelor,Mortgage,Debt Consolidation,0
49.33625019820946,40799.83824060574,1.3697379639357545,6330.451140443887,716.5614666495518,0.3938218924322872,3,Bachelor,Mortgage,Debt Consolidation,0
36.914507159573525,17425.148280957652,0.22591566519323034,11600.079720341872,703.1823433363456,0.2872376869556605,4,Bachelor,Own,Medical,0
41.621687539475,34352.1336175659,0.3199969841396977,9694.86616518776,546.5720844903221,0.31598227596256506,3,PhD,Rent,Home Improvement,0
20.01364502850788,34587.43786996721,0.09560038959887794,3444.870545198238,496.7729874872533,0.7457955153503881,5,PhD,Own,Personal,0
46.94214483013992,35464.775873960476,0.4346081201968858,6268.934674459045,422.5915415946003,0.2121222596427751,6,Master,Mortgage,Home Improvement,0
48.01102063024093,26739.941716183603,4.481364456870184,1766.4475344365358,829.1931111544612,0.187998652096743,3,Master,Rent,Debt Consolidation,0
18.0,43856.72235145908,2.1007762604037015,8680.386268809423,605.4690061447941,0.3257935937045072,4,Bachelor,Mortgage,Home Improvement,0
27.946832760841517,26613.58249808396,2.685373759246882,23484.648088831607,709.2059538168329,0.5017642666510925,2,PhD,Rent,Personal,0
39.9576557301551,51883.954768045376,1.943931742936502,1926.5919462541228,670.2061268822284,0.4073965313739441,5,Bachelor,Own,Debt Consolidation,0
41.44388453538182,10000.0,0.9772781254949447,8981.322802503772,741.2558738328282,0.37194217030338506,4,Master,Mortgage,Business,0