customer_id,age,gender,location,income_bracket,occupation,education_level,marital_status,household_size,acquisition_channel,customer_segment,savings_account,credit_card,personal_loan,investment_account,insurance_product,active_products,app_logins_frequency,feature_usage_diversity,bill_payment_user,auto_savings_enabled,credit_utilization_ratio,international_transactions,failed_transactions,tx_count,avg_tx_value,total_tx_volume,first_tx,last_tx,base_satisfaction,tx_satisfaction,product_satisfaction,satisfaction_score,nps_score,last_survey_date,support_tickets_count,resolved_tickets_ratio,app_store_rating,feedback_sentiment,feature_requests,complaint_topics,clv_segment,monthly_transaction_count,average_transaction_value,total_transaction_volume,transaction_frequency,last_transaction_date,preferred_transaction_type,first_transaction_date,weekend_transaction_ratio,avg_daily_transactions,customer_tenure,churn_probability,customer_lifetime_value
1,69,M,North Judithbury,Medium,Commercial art gallery manager,High School,Single,6,Referral,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,67,6,TRUE,TRUE,0.167759728,7,6,63,311.4416483,19593,2021-08-17,2021-04-19,1.733347634,3.523147042,4.766308471,6,-97,2023-05-30,19,0.927194432,1.889934995,Positive,International Transfers,Transaction Delays,High,26.19804592,611.1365814,832570,2.960366765,2023-07-25,Credit,2021-08-17 00:00:00,0.429253723,8.526279565,2.534363844,0.677119645,72432.21493
2,32,M,East Jill,Medium,Computer games developer,High School,Married,1,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,88,5,TRUE,TRUE,0.120100435,18,0,227,945.8040088,214515,2021-02-21,2023-08-11,2.617797296,1.995384373,2.839914154,1,-70,2022-01-16,4,0.929077282,2.710518694,Neutral,International Transfers,Fees,Medium,28.81038875,889.1833002,140536,3.80416656,2023-08-23,Transfer,2021-02-21 00:00:00,0.739508932,7.609073566,3.391224194,0.115953379,44736.44098
3,78,F,New Roberttown,High,Audiological scientist,Bachelor,Widowed,5,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,21,6,FALSE,FALSE,0.316258758,17,8,346,673.6141582,232858,2022-07-18,2021-01-18,2.940622324,1.655655076,1.99042637,8,-41,2023-01-03,6,0.51837573,1.750855194,Negative,Budgeting Tools,,Medium,77.2412537,324.055451,318211,26.89411028,2022-07-31,Debit,2022-07-18 00:00:00,0.983515797,3.27627643,8.438606297,0.107837017,22137.94961
4,38,M,East Jessetown,Medium,Event organiser,Master,Widowed,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,1,TRUE,TRUE,0.616561612,12,0,740,579.1558822,428460,2022-05-17,2021-05-17,3.363330422,3.967837032,1.621199497,2,-11,2022-05-18,4,0.589970448,4.022311448,Positive,,,High,67.29333032,511.9435553,644061,14.51653777,2023-09-27,Transfer,2022-05-17 00:00:00,0.044177543,8.031464282,18.55154947,0.027104577,3102.027346
5,41,F,Lake Debra,High,"Social research officer, government",Master,Married,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,7,8,FALSE,FALSE,0.666330017,13,4,853,129.0359295,110037,2022-04-03,2023-03-07,3.710751293,1.708443628,1.291168317,7,-64,2021-05-29,1,0.81954973,4.337684814,Positive,Budgeting Tools,Customer Service,Low,36.04901581,640.0110417,742247,22.46096899,2023-06-29,Transfer,2022-04-03 00:00:00,0.206145331,5.656332401,16.21456763,0.02561077,25676.37312
6,20,M,Robinsonshire,Medium,"Clinical scientist, histocompatibility and immunogenetics",PhD,Single,1,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,65,5,TRUE,FALSE,0.369955104,17,7,996,113.092804,112548,2021-10-13,2022-07-10,1.517101051,1.870304097,1.726649196,6,-36,2022-03-17,9,0.800884468,4.737559177,Neutral,,Customer Service,High,37.67975114,171.6019342,613387,14.61234194,2022-06-11,Transfer,2021-10-13 00:00:00,0.076590281,1.963305305,17.035062,0.027688253,82472.8593
7,39,Other,Lisatown,Medium,"Surveyor, minerals",Bachelor,Divorced,4,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,8,TRUE,TRUE,0.230758101,12,7,979,273.2322169,267267,2021-07-29,2023-01-08,3.995919313,1.406658779,2.346789274,9,39,2023-02-01,12,0.903265434,1.056494459,Neutral,Investment Analytics,Transaction Delays,Medium,73.4922127,466.2042912,154397,26.16740625,2023-08-25,Credit,2021-07-29 00:00:00,0.34397931,2.001819208,15.17021809,0.866327734,28070.71636
8,70,F,Lake Roberto,Medium,Quality manager,Master,Widowed,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,98,3,FALSE,FALSE,0.995028843,9,5,265,363.9406833,96195,2021-06-28,2021-08-09,1.884155261,4.007712118,4.09395055,10,-59,2023-02-01,2,0.887396689,3.155185318,Positive,,App Issues,Medium,35.13349138,634.0266841,375349,13.96727347,2021-10-09,Transfer,2021-06-28 00:00:00,0.909440021,2.217734545,1.550017147,0.692756498,86980.53446
9,19,F,Ericmouth,Medium,Nutritional therapist,PhD,Single,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,6,TRUE,FALSE,0.270587144,13,5,411,620.7880186,254820,2023-05-15,2021-02-09,4.804752482,3.525514831,2.553449615,2,8,2021-10-25,13,0.607871956,1.836368293,Negative,,Transaction Delays,Low,31.56089117,131.3960817,447747,26.02466191,2023-11-27,Debit,2023-05-15 00:00:00,0.511385707,1.66776525,11.47026524,0.199754124,81350.78152
10,47,F,North Noahstad,Medium,Telecommunications researcher,PhD,Married,4,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,60,1,TRUE,FALSE,0.37829052,9,1,415,176.1536192,73040,2021-03-07,2022-08-23,1.422709967,2.696627273,2.45328488,10,-21,2022-10-06,15,0.671968529,3.123109293,Neutral,,Customer Service,High,76.92006435,210.6506023,859538,8.109864907,2022-02-19,Debit,2021-03-07 00:00:00,0.930365096,3.00803814,1.645119821,0.63874874,77444.42843
11,55,F,Cassandraton,High,Control and instrumentation engineer,High School,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,85,1,TRUE,TRUE,0.480979529,5,3,143,695.6172411,99385,2021-03-03,2023-03-03,4.946860188,1.704436142,4.377834329,2,22,2021-09-08,7,0.782844155,1.283116682,Positive,,Customer Service,Medium,42.28945606,100.7560521,253005,1.9086771,2022-05-23,Transfer,2021-03-03 00:00:00,0.184919332,7.36519433,2.957741704,0.376022195,60580.91727
12,19,Other,Herrerafurt,Medium,Astronomer,Bachelor,Single,3,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,64,4,TRUE,FALSE,0.739588058,16,7,224,65.53077964,14560,2021-07-11,2022-04-19,4.711937532,3.219297149,3.378091057,9,-13,2021-01-20,13,0.931378502,4.061076797,Neutral,International Transfers,Transaction Delays,High,79.33459503,616.8658196,73623,8.605859991,2021-10-21,Credit,2021-07-11 00:00:00,0.872964756,9.279559376,10.44455078,0.851566708,17700.77603
13,81,M,New Kellystad,Low,"Scientist, marine",Master,Single,2,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,41,6,TRUE,TRUE,0.152094733,16,1,925,866.4660099,801050,2022-03-24,2023-02-19,4.556797546,3.58464091,2.840583068,6,-60,2022-10-15,17,0.762604442,2.179580265,Positive,Investment Analytics,App Issues,Low,80.41255874,854.2287031,653748,18.50222439,2023-02-17,Transfer,2022-03-24 00:00:00,0.103730337,2.440624573,5.258244208,0.171808239,44196.99939
14,77,F,Lake Chad,High,Education administrator,Bachelor,Widowed,3,Branch,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,96,3,FALSE,TRUE,0.266134162,10,5,777,878.3205216,682206,2022-04-22,2023-11-08,1.121282055,1.989360025,3.518141621,3,51,2021-01-23,5,0.845171251,3.266712858,Positive,Mobile Deposit,App Issues,High,95.52362832,420.3833741,954508,25.8927365,2023-03-25,Transfer,2022-04-22 00:00:00,0.594927598,5.841404471,10.42334349,0.944073067,79710.89092
15,38,Other,Port Keith,High,Solicitor,Bachelor,Widowed,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,48,5,FALSE,FALSE,0.99690568,18,2,812,897.1892459,728364,2023-11-01,2021-07-23,1.805842349,2.275780482,3.241058364,2,-64,2022-11-05,1,0.692813197,4.186244477,Positive,Investment Analytics,Transaction Delays,High,64.18001023,577.2285955,637759,8.146680672,2023-11-22,Transfer,2023-11-01 00:00:00,0.317586758,0.840167489,18.00573534,0.291711931,24076.13592
16,50,F,Port Jesseville,Low,Exhibition designer,Master,Divorced,2,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,67,4,TRUE,TRUE,0.82515905,12,6,101,430.3420884,43430,2021-02-24,2022-10-09,3.271216055,1.855389722,2.777658866,1,-58,2022-03-14,11,0.548664059,2.736595457,Positive,,Transaction Delays,High,70.8532295,943.1401828,133632,2.346266157,2021-05-22,Debit,2021-02-24 00:00:00,0.849254272,5.525533268,15.7498802,0.075983206,73373.43149
17,75,M,Ramirezstad,High,Computer games developer,Master,Single,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,3,TRUE,FALSE,0.443873305,11,8,209,138.9165296,28842,2022-02-12,2023-09-20,3.885045346,2.426701599,2.59850402,5,95,2023-08-12,4,0.721038745,4.971381161,Negative,,,Low,43.32025245,960.6132822,283566,12.98257688,2023-01-03,Credit,2022-02-12 00:00:00,0.282214035,8.024306221,5.311097069,0.276768697,95481.37174
18,39,F,West Michael,Medium,Financial adviser,Bachelor,Married,5,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,7,9,FALSE,TRUE,0.108689138,11,7,241,514.5133064,123874,2023-05-10,2023-12-25,3.939044185,1.979604058,4.539932106,1,20,2022-10-21,1,0.57979982,4.22075321,Negative,Budgeting Tools,,Medium,61.41656467,585.1053962,841136,27.9158763,2023-08-30,Transfer,2023-05-10 00:00:00,0.845848669,6.400588739,3.008063512,0.961073143,97044.10164
19,66,Other,Jacquelineland,High,Arts administrator,PhD,Married,3,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,57,4,FALSE,FALSE,0.866708666,3,7,444,760.8345755,337440,2022-03-28,2021-06-30,1.18455481,2.945443751,1.737548178,7,35,2022-04-22,9,0.679169806,2.694552129,Positive,,Customer Service,High,21.46775477,614.660244,558985,13.03007888,2022-04-30,Credit,2022-03-28 00:00:00,0.321562049,5.578246456,16.99645633,0.330530556,68908.70048
20,76,M,New Jessica,High,Rural practice surveyor,Bachelor,Divorced,7,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,85,7,FALSE,TRUE,0.783004215,15,8,334,276.3081863,92184,2023-07-09,2022-01-17,3.754915576,4.750704869,1.631090981,3,22,2021-05-16,1,0.651516034,3.818441615,Positive,Investment Analytics,Fees,Low,66.0618437,532.6933007,28513,9.634018413,2023-10-08,Credit,2023-07-09 00:00:00,0.10697313,6.848200222,2.757302522,0.302104673,55033.866
21,59,Other,South Noah,High,Training and development officer,Master,Single,3,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,53,5,FALSE,FALSE,0.580687706,0,1,39,670.3498435,26130,2022-07-24,2022-02-12,2.98541582,2.127787265,4.202990594,1,-21,2023-03-01,12,0.622670229,3.678613633,Positive,Mobile Deposit,Transaction Delays,Medium,91.08939355,341.0356015,243385,20.79578351,2022-12-01,Transfer,2022-07-24 00:00:00,0.876927217,3.478003393,9.92652941,0.222205169,68717.45124
22,77,M,Lake Mark,High,Speech and language therapist,Bachelor,Widowed,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,84,7,TRUE,FALSE,0.404457107,19,5,691,28.59287246,19348,2021-01-14,2023-10-23,2.25437534,2.656398872,1.482360129,4,22,2022-08-04,2,0.84279061,1.173605545,Positive,Budgeting Tools,Transaction Delays,Low,18.93876228,199.5865427,260148,12.51270568,2021-07-24,Transfer,2021-01-14 00:00:00,0.104763167,6.115716289,2.160612336,0.422217218,56613.21684
23,32,M,East Lydiamouth,Medium,"Buyer, retail",Master,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,5,FALSE,TRUE,0.935614753,13,8,552,814.5368494,449328,2021-11-23,2023-07-27,3.758014723,2.48952694,4.879223961,5,-92,2022-03-11,4,0.600433846,2.482988477,Neutral,Budgeting Tools,App Issues,High,53.40072454,427.4373829,240530,20.97115809,2023-05-14,Debit,2021-11-23 00:00:00,0.630351024,0.59703156,16.59826524,0.287582632,97114.89507
24,79,M,Adamsborough,High,Financial controller,PhD,Widowed,5,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,53,3,FALSE,FALSE,0.295660883,12,1,758,225.4997599,170550,2023-05-16,2021-02-14,2.002856123,1.793154692,2.115914274,6,-13,2023-12-16,6,0.83853908,3.102289904,Positive,Mobile Deposit,Transaction Delays,Medium,23.77406523,964.0378812,17517,3.601865716,2023-09-15,Transfer,2023-05-16 00:00:00,0.510222175,2.823506599,5.979249635,0.265636098,99381.52717
25,79,F,Jasonfort,Medium,Solicitor,Bachelor,Married,2,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,27,6,TRUE,TRUE,0.320914127,6,8,63,913.2687166,57519,2022-11-28,2021-03-23,3.580095768,4.893090232,4.413100664,8,-62,2022-03-22,15,0.519409746,2.660129644,Positive,Investment Analytics,Customer Service,Low,9.107485179,494.3577677,66343,13.7279575,2023-10-10,Debit,2022-11-28 00:00:00,0.770224128,1.626615121,11.42178801,0.806904862,1821.683981
26,64,Other,Wilkersonmouth,Low,Sub,PhD,Divorced,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,65,9,TRUE,TRUE,0.875534483,5,1,646,547.0195484,353362,2022-07-24,2022-05-22,3.448634316,3.073691121,3.588623847,10,28,2021-07-30,7,0.83716538,1.727761744,Negative,,Transaction Delays,Low,9.341962197,374.8132376,395215,2.427005219,2023-03-08,Transfer,2022-07-24 00:00:00,0.692706737,7.81730644,19.2681195,0.324129152,51583.92919
27,79,Other,West Donald,Medium,Charity officer,Bachelor,Divorced,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,6,TRUE,TRUE,0.626342454,0,8,38,381.7078509,14478,2021-11-15,2023-12-21,3.364498482,3.408486826,4.236508335,5,30,2022-07-24,3,0.521265837,3.646194227,Positive,Mobile Deposit,App Issues,Low,22.80002955,658.566308,376261,20.92305078,2023-04-27,Credit,2021-11-15 00:00:00,0.662419661,1.149864776,3.006010964,0.207156222,81353.55141
28,68,Other,Juliechester,Premium,"Librarian, academic",Bachelor,Divorced,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,4,TRUE,TRUE,0.950900435,18,0,416,739.8914034,307424,2022-03-17,2022-09-17,3.131499588,1.724110014,2.598914813,1,36,2021-06-03,3,0.58900769,4.951846687,Positive,Investment Analytics,Transaction Delays,Low,34.86607662,602.7827728,278564,22.79479857,2022-12-22,Debit,2022-03-17 00:00:00,0.414374107,7.060957088,11.11651987,0.68582456,36503.09065
29,72,M,Coxberg,High,"Scientist, water quality",Master,Widowed,3,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,12,1,FALSE,FALSE,0.645011208,0,5,262,319.9038813,83578,2022-11-21,2022-11-15,2.090223733,4.227724505,1.812627569,4,75,2023-05-14,5,0.751598883,2.362794698,Neutral,Investment Analytics,,Medium,22.7943293,464.5908737,484867,4.248559885,2023-11-19,Credit,2022-11-21 00:00:00,0.656911989,3.758478287,2.583715528,0.090686491,31889.19224
30,81,F,Daviston,Low,Soil scientist,High School,Married,6,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,3,FALSE,FALSE,0.032990888,14,5,115,717.9362674,82455,2021-07-29,2023-10-01,1.804204187,4.49799599,4.792469704,3,9,2023-06-11,4,0.993952628,4.840323537,Neutral,Investment Analytics,Customer Service,High,79.13844304,607.6913397,626633,1.906531135,2023-11-17,Debit,2021-07-29 00:00:00,0.381902205,4.38780337,8.833367855,0.234452547,31847.78632
31,20,M,East Courtneychester,High,Chief Financial Officer,Master,Married,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,81,3,FALSE,FALSE,0.176796094,11,1,310,319.4284764,98890,2021-07-09,2023-03-17,2.532652504,3.03712791,4.147332929,8,-48,2022-10-13,11,0.818948571,4.025892415,Neutral,,Fees,Medium,8.240643044,678.440129,412036,12.24420494,2022-04-21,Debit,2021-07-09 00:00:00,0.454700655,6.80642269,12.98766899,0.678512335,43389.09821
32,68,Other,South Patrickmouth,High,Futures trader,Bachelor,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,2,FALSE,FALSE,0.281808602,14,6,563,848.8211929,477424,2023-02-18,2021-11-18,4.883355862,2.272296324,1.600197773,7,74,2022-10-18,5,0.501711792,2.31284269,Neutral,,App Issues,High,5.197593426,780.9610301,868610,25.0226809,2023-07-02,Transfer,2023-02-18 00:00:00,0.147861489,8.215549478,8.193379173,0.224181865,78268.70228
33,24,F,Tashatown,Medium,Games developer,High School,Divorced,4,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,30,2,FALSE,TRUE,0.867260798,2,9,117,981.2918525,114777,2021-07-18,2021-02-07,4.150121481,2.025148418,2.770608673,3,74,2022-02-10,1,0.887937853,2.678675069,Negative,International Transfers,,High,19.01308189,346.1435364,746318,6.850710437,2021-09-01,Credit,2021-07-18 00:00:00,0.168090411,3.757205512,8.626269174,0.023177955,97396.74713
34,38,F,Lake Nicoleview,Medium,Learning mentor,High School,Widowed,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,32,8,TRUE,TRUE,0.830855494,9,3,736,661.2077372,486496,2023-01-06,2022-12-12,2.537460625,1.355943739,2.321650644,10,90,2022-02-08,0,0.670297927,3.508113038,Neutral,Budgeting Tools,App Issues,Medium,23.86429987,81.04510857,400744,17.27288465,2023-06-14,Transfer,2023-01-06 00:00:00,0.970485623,1.451753377,11.98068894,0.783037308,51500.35505
35,56,F,Danielchester,High,Stage manager,PhD,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,52,8,TRUE,TRUE,0.790327062,0,3,98,542.6625803,53116,2022-12-06,2022-12-22,3.734723156,2.67991017,1.618602972,1,-90,2021-04-12,13,0.996050389,3.991099476,Positive,,App Issues,Low,66.84306256,947.0681829,145097,5.593387616,2023-06-12,Credit,2022-12-06 00:00:00,0.836023255,6.099505309,16.69620049,0.357827469,72090.35767
36,35,Other,South Aaron,Medium,Copy,Bachelor,Single,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,94,3,FALSE,FALSE,0.55353762,0,8,162,465.2945259,75330,2022-06-26,2022-12-29,2.123118465,3.336038445,3.36972194,1,76,2023-10-09,10,0.803190464,3.98756191,Positive,International Transfers,Fees,Low,1.513111849,304.2231152,477608,19.58969041,2023-11-29,Debit,2022-06-26 00:00:00,0.81752515,9.450234052,4.136444543,0.468025219,86573.61419
37,21,F,Teresaburgh,Low,"Editor, magazine features",Master,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,4,FALSE,FALSE,0.138959949,15,1,332,929.8966341,308428,2021-03-30,2022-09-12,1.858746052,2.879560974,3.959355477,4,-60,2023-10-19,17,0.962676271,3.564494389,Negative,Investment Analytics,Transaction Delays,High,91.48518049,556.1775074,104967,5.798599682,2022-10-01,Credit,2021-03-30 00:00:00,0.059662605,1.919656255,18.68017422,0.556640028,83662.63878
38,77,F,Port Colleenhaven,High,Armed forces operational officer,High School,Single,4,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,35,5,FALSE,TRUE,0.131200766,4,8,393,443.3700803,174099,2023-07-30,2022-04-29,3.333987645,3.094035145,1.934309503,5,82,2021-04-06,2,0.524443851,1.449778376,Neutral,Budgeting Tools,Transaction Delays,Medium,29.07373614,591.6023419,306028,10.83218675,2023-09-21,Credit,2023-07-30 00:00:00,0.346886021,4.799287443,19.33919223,0.578483326,93687.89294
39,31,M,East Nathaniel,Premium,Physiotherapist,High School,Divorced,4,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,84,9,TRUE,TRUE,0.12609195,4,8,901,811.9916802,730711,2021-09-13,2023-10-24,2.024647996,4.564268496,3.199429863,7,8,2022-07-17,18,0.684545492,4.416666799,Negative,Budgeting Tools,Transaction Delays,Low,11.2189322,101.2956304,786195,21.7103031,2021-12-29,Credit,2021-09-13 00:00:00,0.151248465,0.534493189,15.30084749,0.018679213,57806.084
40,26,M,New Stephanie,High,Recycling officer,Master,Married,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,5,FALSE,TRUE,0.85461199,10,5,849,13.83122403,11037,2023-02-15,2022-07-19,3.185949963,2.080870955,1.803336737,1,-98,2023-05-13,15,0.643705749,2.068975638,Neutral,Mobile Deposit,Customer Service,High,95.37593783,726.2210049,340324,19.32671607,2023-03-26,Credit,2023-02-15 00:00:00,0.44647151,2.292993035,17.12165545,0.82194358,73215.67092
41,70,F,New Mariotown,High,"Engineer, land",Master,Widowed,6,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,74,6,FALSE,TRUE,0.141557088,10,9,220,893.5103534,196460,2021-06-11,2021-05-07,1.320993933,3.339740463,3.643979086,4,-2,2021-09-02,3,0.687292226,1.701182482,Positive,International Transfers,App Issues,High,90.475886,174.7740995,576117,13.07193979,2022-04-25,Credit,2021-06-11 00:00:00,0.719321785,5.777897392,14.7479465,0.24531797,50886.43093
42,19,F,West Natashaport,Medium,Counselling psychologist,High School,Married,7,Referral,VIP,TRUE,FALSE,FALSE,FALSE,FALSE,1,97,7,FALSE,TRUE,0.808527414,11,6,370,392.8769812,145040,2022-08-24,2022-06-12,4.339767466,1.610857556,3.795797812,4,-21,2021-09-12,7,0.652365103,1.848528515,Positive,,Customer Service,Low,9.489130351,752.7465624,53192,10.56399015,2022-09-25,Credit,2022-08-24 00:00:00,0.445251631,6.549164876,14.46327252,0.663061188,33306.19049
43,77,M,North John,Low,English as a second language teacher,Master,Widowed,4,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,33,2,TRUE,TRUE,0.844749563,17,3,573,285.7202552,163305,2023-01-11,2023-03-04,2.527822151,3.513562849,3.009905854,3,-87,2023-07-17,12,0.639096758,1.161735682,Positive,Budgeting Tools,App Issues,Medium,44.88962854,184.0530245,107953,26.72460091,2023-06-17,Transfer,2023-01-11 00:00:00,0.866314273,2.084999357,15.60556116,0.652038637,80915.27121
44,61,M,North Jessicaland,High,Chartered public finance accountant,PhD,Widowed,5,Branch,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,60,4,TRUE,FALSE,0.105034144,13,0,214,159.368548,34026,2022-01-29,2021-03-02,1.062088162,1.362644153,3.658517663,5,-1,2021-12-17,5,0.740616548,3.943095729,Positive,Investment Analytics,Fees,Medium,63.47223157,316.2355121,103797,4.424742929,2023-06-07,Transfer,2022-01-29 00:00:00,0.573281752,8.911265437,1.666207981,0.655578337,11065.0314
45,25,M,East Donna,Medium,"Scientist, marine",High School,Single,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,59,6,FALSE,FALSE,0.902003161,0,8,902,80.80033629,72160,2021-05-23,2022-07-28,4.83306475,1.575353171,3.7952672,5,-34,2022-11-01,15,0.890245534,1.207634054,Positive,Budgeting Tools,Fees,High,78.75085985,338.1394549,470433,14.2887152,2021-07-14,Debit,2021-05-23 00:00:00,0.382045178,7.408790195,16.81085107,0.928062754,8256.88872
46,64,Other,West Allison,High,Data scientist,PhD,Widowed,2,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,2,4,FALSE,TRUE,0.897538161,7,8,690,883.3947649,609270,2021-04-04,2022-04-07,3.181305558,1.636363842,4.649222995,2,11,2023-02-24,9,0.823303916,1.167191793,Positive,Mobile Deposit,Customer Service,Low,98.22460183,875.0865834,156533,14.90664666,2023-01-31,Debit,2021-04-04 00:00:00,0.288204383,6.394929857,4.55925997,0.456697323,23744.366
47,52,Other,Brandtside,Low,Private music teacher,Bachelor,Divorced,1,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,5,5,TRUE,FALSE,0.63821177,2,0,32,338.3824118,10816,2022-04-12,2021-11-07,4.663505203,3.500412722,4.339778797,5,23,2022-04-30,13,0.684811759,1.006406806,Positive,,,Low,76.10410833,182.3815761,628283,10.00579802,2022-07-25,Debit,2022-04-12 00:00:00,0.518975452,1.568902336,10.28358061,0.515123516,27198.46399
48,53,M,Lake Larry,Medium,Building surveyor,PhD,Married,2,Branch,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,19,3,TRUE,FALSE,0.513009613,17,3,403,972.7325268,391716,2022-08-16,2022-12-01,1.751657675,3.736570207,4.28846262,6,33,2021-02-13,1,0.794777842,1.018957471,Negative,International Transfers,Fees,Medium,54.78688803,646.3723219,386890,25.87529681,2023-09-05,Transfer,2022-08-16 00:00:00,0.844381636,4.341573552,18.52993731,0.11842094,53623.48586
49,67,F,Samuelhaven,Medium,"Pharmacist, hospital",Master,Widowed,6,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,3,2,TRUE,FALSE,0.647305594,19,6,372,426.7323905,158472,2021-06-13,2023-03-16,2.200973822,1.042958564,1.086918529,1,-85,2022-08-07,0,0.953478805,3.71987268,Positive,Mobile Deposit,App Issues,Low,4.420523074,423.1798873,154526,0.270754244,2021-11-16,Credit,2021-06-13 00:00:00,0.881759232,8.187685959,8.374247016,0.345859861,942.3639242
50,21,M,Martinezbury,Premium,Sports coach,High School,Married,4,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,52,1,TRUE,FALSE,0.404816166,1,2,570,948.2760431,540360,2022-04-22,2021-10-09,2.53269889,4.309704522,2.051273081,4,79,2021-02-06,13,0.634358817,2.981453711,Neutral,International Transfers,Fees,High,21.29800645,271.068042,518368,25.20434435,2022-12-10,Credit,2022-04-22 00:00:00,0.058006885,6.540317176,11.96523696,0.017572019,61259.43369
51,19,Other,West Andrewside,Low,Catering manager,PhD,Married,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,3,FALSE,TRUE,0.588660273,8,4,48,661.7150784,31728,2021-07-26,2021-06-29,1.781506288,4.199355197,1.772538471,9,3,2021-01-10,15,0.750271145,3.689276505,Neutral,Investment Analytics,Fees,Low,87.00024021,60.29934824,451067,7.36639847,2023-05-20,Transfer,2021-07-26 00:00:00,0.340765429,0.030318668,13.08303224,0.32560007,429.6558246
52,23,F,New Jeffrey,Low,IT technical support officer,Master,Married,5,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,61,9,TRUE,TRUE,0.969525266,18,4,621,162.4818302,100602,2023-02-18,2023-02-22,2.815939591,1.868340346,4.975364619,10,59,2023-08-04,14,0.955818636,1.927038676,Negative,International Transfers,Customer Service,High,40.02450294,764.2214465,358036,0.455094198,2023-08-02,Transfer,2023-02-18 00:00:00,0.552240342,2.407863303,19.61485451,0.502246474,664.0114894
53,71,Other,Lake Crystalbury,Medium,Psychiatrist,Master,Widowed,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,80,1,TRUE,FALSE,0.113289772,11,7,273,312.9179273,85176,2022-07-24,2023-12-03,2.125748331,1.357505476,3.255684767,10,-67,2022-08-06,11,0.865528995,3.877854185,Neutral,Investment Analytics,Customer Service,Low,11.10802211,184.0086695,479409,15.53125778,2022-09-12,Debit,2022-07-24 00:00:00,0.762623641,7.362761327,7.852303345,0.062384733,17822.26167
54,21,F,North Micheleland,High,"Development worker, international aid",PhD,Single,2,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,37,8,TRUE,TRUE,0.233790853,10,8,316,941.5536344,297356,2023-07-18,2022-04-11,1.501696741,3.329493266,1.696408275,10,-5,2021-09-26,18,0.587371435,2.246274693,Negative,Mobile Deposit,Fees,High,79.83138611,981.1997635,445109,8.075976055,2023-09-06,Debit,2023-07-18 00:00:00,0.202587216,3.921800509,4.183072989,0.67513574,80875.10667
55,71,Other,West Elizabeth,Medium,Health and safety adviser,High School,Married,3,Online,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,35,5,TRUE,FALSE,0.524090247,0,0,138,434.8462473,59892,2023-01-18,2023-05-05,1.32594082,4.47530091,3.281805546,6,-4,2023-04-05,16,0.896696969,2.988379092,Neutral,Investment Analytics,App Issues,Low,13.02972577,455.4891692,336912,13.38866933,2023-08-11,Credit,2023-01-18 00:00:00,0.591523997,4.463195135,7.553169279,0.444644487,32233.01706
56,80,F,New David,Medium,Leisure centre manager,PhD,Married,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,4,TRUE,TRUE,0.25860855,15,1,719,65.56822841,46735,2021-11-30,2022-05-08,2.032116706,2.403685044,3.77680975,8,45,2021-03-17,14,0.901130147,4.449886201,Positive,Mobile Deposit,,Low,29.07985991,165.6713052,104697,9.392880947,2023-06-01,Transfer,2021-11-30 00:00:00,0.382695291,4.3003216,9.478799901,0.065119014,66325.97485
57,35,F,Sanchezfort,Low,Air traffic controller,Bachelor,Widowed,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,5,5,FALSE,TRUE,0.992769438,0,4,50,346.8884797,17300,2023-01-29,2021-11-09,4.924918427,4.860789873,4.293223372,8,-48,2023-12-29,7,0.872949674,1.258832805,Positive,Mobile Deposit,,High,3.893581614,73.29279094,457956,9.197385716,2023-09-13,Credit,2023-01-29 00:00:00,0.314015472,7.331045974,19.48477654,0.435333917,10620.51281
58,61,F,Leeville,High,Amenity horticulturist,PhD,Widowed,7,Marketing,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,65,7,FALSE,FALSE,0.720270375,19,0,359,877.4804052,314843,2022-12-29,2023-05-24,2.025073128,4.897579278,2.115738781,6,64,2023-12-17,18,0.797901636,4.420974907,Neutral,Budgeting Tools,Transaction Delays,Low,30.43814081,570.0770327,47992,22.39929991,2023-02-25,Credit,2022-12-29 00:00:00,0.630962164,3.723937315,18.21061899,0.146116388,85882.6582
59,51,F,Gomezchester,Low,"Administrator, arts",PhD,Divorced,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,8,TRUE,TRUE,0.433976421,8,5,550,997.5844422,548350,2022-03-06,2022-10-02,4.421819205,1.058938045,3.231095215,8,-100,2021-03-22,9,0.559001151,2.326030839,Positive,,Customer Service,High,81.96310096,377.1545955,360254,24.42088248,2023-02-01,Transfer,2022-03-06 00:00:00,0.097731587,7.291231223,12.13176806,0.84200631,81503.81298
60,79,Other,Shieldston,Medium,Aid worker,High School,Divorced,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,26,2,FALSE,TRUE,0.902741777,4,5,624,39.35193476,24336,2022-07-01,2022-11-06,2.836352168,3.62209442,2.207267413,1,56,2022-11-22,19,0.734617117,1.982544253,Negative,,App Issues,Medium,44.9375794,563.0699122,134768,21.9578207,2023-08-07,Transfer,2022-07-01 00:00:00,0.176103688,9.106646166,2.219846322,0.516760054,52221.42112
61,31,Other,North Richardmouth,Medium,Aeronautical engineer,PhD,Single,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,6,TRUE,TRUE,0.144446934,4,2,981,476.3235811,466956,2021-05-27,2023-07-09,2.009430187,2.40410403,2.800636891,3,-10,2021-02-03,8,0.543337949,4.395240052,Negative,Investment Analytics,Fees,Low,21.65577396,830.4657399,75545,15.90213924,2023-09-12,Credit,2021-05-27 00:00:00,0.295459983,1.395444703,10.71978234,0.574919839,49470.71899
62,65,F,East Jamesside,Medium,Airline pilot,Master,Single,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,50,4,FALSE,FALSE,0.28790498,7,3,680,253.5137873,172040,2021-12-17,2021-09-27,4.29135924,1.561945947,2.628287017,5,41,2021-05-23,17,0.759452743,3.780002768,Positive,Mobile Deposit,Customer Service,Medium,48.48532226,713.6639283,450456,18.83688326,2023-06-16,Transfer,2021-12-17 00:00:00,0.350283167,9.778652281,18.81063481,0.35547214,70047.96531
63,32,F,Taylorburgh,High,Charity officer,High School,Single,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,8,FALSE,FALSE,0.955933262,13,2,643,981.7575809,630783,2023-12-30,2022-02-28,4.019619034,3.962931584,1.855880802,7,51,2023-08-21,2,0.702571858,2.183971083,Neutral,,,High,1.328666275,828.7963163,658450,29.24629348,2023-12-30,Debit,2023-12-30 00:00:00,0.337242182,3.37500877,7.820602341,0.369394718,6245.38794
64,79,Other,Stevenland,Medium,IT trainer,Master,Single,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,4,FALSE,FALSE,0.556971941,3,4,734,390.1628333,286260,2022-05-17,2021-10-11,3.469726683,3.863434346,2.173081541,9,-22,2021-07-14,17,0.502955834,3.78740633,Positive,Budgeting Tools,Transaction Delays,Low,70.37198845,191.0442861,820910,8.654362966,2022-06-24,Debit,2022-05-17 00:00:00,0.902848157,9.462721226,0.449043949,0.230997356,4932.674524
65,57,F,Mortonside,Premium,"Development worker, international aid",High School,Married,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,3,FALSE,TRUE,0.920663067,11,8,335,934.2927969,312890,2021-12-01,2022-02-19,2.146018593,1.204024848,2.028136995,4,51,2023-05-01,12,0.888855399,4.61394361,Negative,,,High,1.528776876,562.2135928,433485,2.724910399,2023-07-20,Transfer,2021-12-01 00:00:00,0.548166603,4.813059005,13.75016772,0.777067518,1623.461677
66,70,F,North Deniseside,Premium,Textile designer,Bachelor,Widowed,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,5,FALSE,TRUE,0.984207455,1,9,347,614.5123439,213058,2023-08-05,2021-10-10,4.04876324,1.557044661,4.245892868,8,-85,2022-09-09,1,0.825382184,4.481940988,Neutral,Mobile Deposit,Fees,Low,32.09518683,901.0907411,474401,22.06251184,2023-11-25,Transfer,2023-08-05 00:00:00,0.668838719,6.289115104,12.8952078,0.013231764,54230.24299
67,41,F,North Sarabury,Medium,Ceramics designer,Bachelor,Divorced,6,Referral,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,88,4,TRUE,FALSE,0.360226086,5,2,31,892.9077551,27652,2023-02-17,2022-09-25,1.077619486,1.306195651,1.581942796,1,-6,2022-07-17,3,0.620387602,4.224968001,Positive,Investment Analytics,Transaction Delays,Medium,19.09997135,23.05055901,228069,9.908242873,2023-10-05,Debit,2023-02-17 00:00:00,0.975057631,7.894361813,5.649807406,0.552186204,41891.99731
68,43,M,South Todd,High,Charity fundraiser,Bachelor,Married,7,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,23,5,TRUE,FALSE,0.576484979,13,1,784,949.6265368,744016,2022-07-07,2023-12-09,2.119353397,3.376270705,4.888100926,4,56,2022-10-12,19,0.821019902,4.987013749,Negative,,Fees,Low,94.57411929,401.8139139,130215,10.29188038,2023-10-07,Debit,2022-07-07 00:00:00,0.766989215,2.049888517,18.49143182,0.174752043,95240.55529
69,77,F,Port Richard,High,Energy manager,PhD,Widowed,7,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,24,9,FALSE,FALSE,0.846694648,12,5,28,113.823959,3164,2022-03-26,2021-10-04,4.447131304,2.145568303,2.60717362,5,36,2022-12-10,6,0.77206375,1.675473776,Neutral,International Transfers,Transaction Delays,Medium,13.33387467,133.7863345,596735,28.24823244,2023-09-27,Transfer,2022-03-26 00:00:00,0.362838515,3.504945953,4.28432728,0.846413248,92770.26404
70,58,M,East Nicholasfurt,High,Quarry manager,Bachelor,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,75,3,FALSE,FALSE,0.272741089,2,9,429,209.720027,89661,2022-10-27,2023-05-31,1.935937896,3.247406306,1.902708115,3,63,2023-03-31,11,0.754058655,3.997638183,Negative,,Customer Service,Low,61.56384177,806.7269134,32513,8.208666608,2022-11-23,Debit,2022-10-27 00:00:00,0.399339045,3.215764703,19.41696173,0.676066692,4399.394937
71,46,F,Saramouth,Medium,Chief Technology Officer,High School,Married,5,Referral,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,93,2,FALSE,TRUE,0.44675424,18,0,872,272.6947998,237184,2021-04-25,2021-10-25,3.518518231,3.739763335,4.050783917,1,-26,2021-06-13,14,0.688208182,2.17770578,Negative,,,Medium,37.91695525,155.9457712,420887,0.711822629,2023-10-06,Credit,2021-04-25 00:00:00,0.39062514,8.33533892,14.82055611,0.128391148,822.4735254
72,32,Other,Rodneyside,Medium,Print production planner,Bachelor,Married,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,2,TRUE,TRUE,0.153319689,4,8,165,539.8273681,88935,2022-04-15,2021-11-20,2.917082253,2.397229208,1.368237044,10,-82,2022-10-04,15,0.521721062,4.727481615,Neutral,Budgeting Tools,App Issues,High,72.42700237,847.9968788,109529,2.489527258,2022-09-07,Transfer,2022-04-15 00:00:00,0.36574621,0.286289029,18.33331866,0.424607127,22305.15664
73,62,M,Mooreport,Medium,Solicitor,High School,Divorced,3,Referral,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,29,9,FALSE,TRUE,0.652537019,17,9,427,248.7895101,105896,2021-03-07,2022-10-13,2.716090686,2.394023341,4.261150377,6,43,2023-10-09,7,0.993085391,1.321870515,Neutral,Mobile Deposit,Transaction Delays,High,34.25253909,786.3943869,449869,23.52934935,2022-06-25,Debit,2021-03-07 00:00:00,0.488372196,2.904477696,10.44721984,0.482447852,18410.15865
74,82,M,North Beth,High,Meteorologist,Master,Single,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,96,7,FALSE,TRUE,0.004194405,11,2,329,934.4362013,307286,2022-10-09,2021-05-19,3.744820816,3.993780676,2.243201005,6,-92,2021-04-07,19,0.754896765,3.670639456,Positive,International Transfers,Transaction Delays,High,11.42020395,753.581172,953612,24.77200925,2023-09-01,Transfer,2022-10-09 00:00:00,0.094413665,4.225645352,11.63225039,0.981093973,56840.05951
75,26,F,Lake Leeton,Medium,Barista,PhD,Single,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,78,4,TRUE,FALSE,0.449308286,10,2,73,188.9859154,13724,2023-04-02,2023-12-28,1.152583378,2.414191478,1.687142347,3,-57,2023-03-17,12,0.527374043,1.807956688,Neutral,Investment Analytics,Customer Service,Low,5.017800509,597.8558842,828373,13.40217465,2023-09-03,Transfer,2023-04-02 00:00:00,0.231934061,0.169828365,9.624530037,0.615288015,59863.63174
76,18,F,Shawhaven,Medium,Trade union research officer,Master,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,92,6,TRUE,FALSE,0.929144992,3,7,972,179.3092795,173988,2022-07-03,2021-08-31,2.991522902,2.400101222,4.379180133,6,80,2022-09-04,0,0.525340466,4.962068053,Neutral,,,Low,99.05451979,719.0042366,169679,6.515078342,2023-04-02,Debit,2022-07-03 00:00:00,0.449743896,3.420503759,12.87253165,0.747592683,75885.35036
77,25,M,North Susan,Medium,Agricultural engineer,Master,Divorced,2,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,53,6,TRUE,FALSE,0.897302462,11,5,924,160.1123657,147840,2021-05-16,2022-01-13,2.76016093,3.408518388,3.381277032,10,-3,2023-07-20,4,0.884781554,3.078574382,Positive,Budgeting Tools,App Issues,Low,96.36665692,612.1566838,415699,22.626825,2022-05-16,Debit,2021-05-16 00:00:00,0.694032952,3.81460448,15.32044272,0.725799448,65266.64071
78,80,Other,Port Jacobland,Medium,Dealer,Bachelor,Single,5,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,77,3,TRUE,TRUE,0.803769786,18,2,839,441.6313211,369999,2022-03-09,2022-10-13,4.00318452,1.280621078,3.153966691,10,-26,2023-10-08,18,0.672363859,3.13245698,Neutral,International Transfers,,Low,22.29803253,177.8954737,845015,4.466281373,2023-05-19,Credit,2022-03-09 00:00:00,0.208172164,1.321562872,1.732083608,0.438599742,82630.75868
79,28,Other,South David,Medium,Manufacturing engineer,Bachelor,Married,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,24,9,TRUE,FALSE,0.141159106,6,5,316,54.77730067,17064,2022-10-07,2021-10-26,2.705528673,2.367666761,2.195195435,8,99,2021-09-06,6,0.714417602,3.109302818,Positive,,Customer Service,High,9.75254688,324.4373604,521012,4.045985274,2023-06-26,Debit,2022-10-07 00:00:00,0.234751082,9.099169559,3.173974523,0.614250276,31365.88224
80,25,F,New Brooke,Low,Intelligence analyst,Bachelor,Single,4,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,4,4,FALSE,FALSE,0.520260055,9,5,832,683.2682826,568256,2022-03-12,2021-03-02,4.619031752,1.5242261,3.002421834,1,70,2023-02-05,3,0.807635826,4.035306335,Neutral,International Transfers,Fees,High,61.16603128,334.6104306,791620,2.496129304,2023-01-04,Transfer,2022-03-12 00:00:00,0.383647726,8.534661943,8.607099123,0.210656641,21909.598
81,52,Other,South Dianeshire,Medium,Museum education officer,Master,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,1,1,TRUE,FALSE,0.719139109,18,2,828,256.2100878,211968,2023-10-20,2022-10-15,4.970563639,4.523457464,4.124217204,5,22,2021-07-30,4,0.501047171,4.885599591,Neutral,Mobile Deposit,Fees,High,69.37507354,428.1352521,477562,2.263555778,2023-11-22,Transfer,2023-10-20 00:00:00,0.550604192,5.420736263,9.7068238,0.734851902,7147.914161
82,52,Other,Sarahborough,Premium,Colour technologist,PhD,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,2,TRUE,TRUE,0.101173581,0,5,99,934.1371904,92466,2023-03-22,2023-04-28,4.503188128,2.320007548,2.908266606,3,11,2021-03-01,8,0.757960697,4.842504891,Negative,Investment Analytics,,Medium,73.70746316,602.3524944,266518,13.6527623,2023-10-18,Transfer,2023-03-22 00:00:00,0.7747732,9.843400507,16.70301114,0.356659301,57215.70766
83,50,F,Johnfurt,Medium,Retail merchandiser,PhD,Divorced,3,Marketing,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,62,5,TRUE,FALSE,0.147003951,15,9,36,187.9602949,6732,2023-07-29,2023-04-23,4.184575345,2.871409848,3.523693196,7,-60,2022-04-04,18,0.846399602,1.933233021,Neutral,Mobile Deposit,Customer Service,High,91.36691745,155.9351721,553152,6.364985292,2023-11-27,Transfer,2023-07-29 00:00:00,0.619385326,8.369830394,18.09621178,0.315905736,95906.80845
84,22,Other,Lake Debbie,High,Horticultural consultant,Master,Single,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,53,8,TRUE,FALSE,0.040065684,3,7,943,88.06364892,82984,2021-10-20,2022-09-14,3.868011789,1.348756777,1.15537323,1,-90,2021-04-08,0,0.69637522,3.234999046,Positive,Budgeting Tools,Customer Service,Medium,26.13571415,953.2294847,845880,8.012343556,2023-05-31,Transfer,2021-10-20 00:00:00,0.060922107,0.544227635,9.681870405,0.839492435,89599.52411
85,58,F,Stewartland,Low,"Horticulturist, commercial",PhD,Single,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,7,FALSE,TRUE,0.32307362,11,8,678,408.4203774,276624,2022-06-27,2023-06-27,3.243294531,2.97872225,3.371761117,8,40,2021-01-22,10,0.581138253,3.183501928,Positive,International Transfers,,Medium,22.9413195,93.60316195,828061,16.07850957,2023-04-23,Debit,2022-06-27 00:00:00,0.099529556,1.473215736,5.276357076,0.285002587,48850.82528
86,45,M,South Christineshire,Medium,Games developer,Master,Widowed,4,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,16,9,FALSE,TRUE,0.877322335,12,2,193,252.8096493,48636,2021-10-13,2022-07-15,4.147438539,3.632132999,1.923489657,6,70,2021-10-12,3,0.925992394,1.498140966,Positive,Investment Analytics,Transaction Delays,Low,8.35795752,520.0226582,208177,13.49116379,2021-11-07,Debit,2021-10-13 00:00:00,0.277586432,2.13712322,12.73702589,0.046848782,89004.40416
87,24,F,North Amandahaven,High,"Designer, jewellery",Master,Single,5,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,30,1,FALSE,FALSE,0.507475775,2,1,34,870.402507,29580,2022-05-21,2021-11-08,3.411543176,1.17840851,3.941025933,6,-58,2021-08-04,17,0.698649697,3.788467149,Positive,Mobile Deposit,Transaction Delays,Medium,15.86042321,48.19603995,881305,8.453365974,2023-01-13,Transfer,2022-05-21 00:00:00,0.406708925,1.531959207,13.30736442,0.809138482,98079.66246
88,29,M,Davidstad,High,Chartered certified accountant,PhD,Divorced,6,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,2,TRUE,FALSE,0.85327071,15,9,662,525.1522282,347550,2022-06-23,2022-01-20,4.847614022,2.329302231,2.254271125,8,-47,2022-10-24,6,0.998216796,4.036411066,Negative,Mobile Deposit,Fees,Low,65.29746925,288.2867324,850445,29.14444135,2023-08-30,Credit,2022-06-23 00:00:00,0.545173733,6.074411075,3.906640327,0.07092756,56383.14033
89,51,M,East Mikeburgh,Medium,Sports administrator,High School,Divorced,5,Online,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,5,4,TRUE,FALSE,0.083650172,1,9,94,481.9529131,45214,2023-05-28,2021-08-07,4.557878968,3.226768423,2.177007095,3,77,2023-06-12,18,0.76777081,4.477230676,Positive,International Transfers,Transaction Delays,Medium,49.13847636,551.2012463,55398,4.337621356,2023-11-29,Transfer,2023-05-28 00:00:00,0.487442792,7.016486365,7.180103421,0.195567799,85505.66675
90,50,Other,Bassport,Premium,Data scientist,High School,Widowed,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,94,7,FALSE,TRUE,0.056102731,8,6,980,780.4706761,764400,2023-03-29,2021-09-27,3.305720423,4.985296033,2.658287922,6,39,2022-04-09,19,0.563204901,3.942123649,Positive,Budgeting Tools,Transaction Delays,High,72.00582883,647.9587301,376649,18.51955346,2023-11-02,Transfer,2023-03-29 00:00:00,0.132306164,9.013395949,13.85614846,0.087867357,40071.41088
91,65,Other,Lake Lisaport,Premium,Tourism officer,Bachelor,Single,3,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,69,1,FALSE,TRUE,0.803901069,5,7,691,656.112357,453296,2023-01-12,2022-01-14,2.69977475,4.064856789,1.470765701,9,-28,2021-12-15,5,0.539811865,1.474691642,Negative,International Transfers,Fees,Medium,62.59828198,451.1078129,119921,27.35287006,2023-06-13,Credit,2023-01-12 00:00:00,0.279345573,8.088073375,17.97644351,0.029317184,47376.41403
92,40,Other,East Josephville,Premium,Technical author,PhD,Single,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,35,5,FALSE,FALSE,0.497750159,9,8,712,19.52607374,13528,2022-03-26,2021-02-23,1.787775735,3.267567816,4.014274199,10,-12,2021-06-30,11,0.604142473,4.675852228,Neutral,Budgeting Tools,,Low,70.94325504,636.7751427,933211,1.050527688,2022-04-17,Credit,2022-03-26 00:00:00,0.880590127,1.579910033,9.363960839,0.786157599,71495.0189
93,79,F,West Juan,Medium,"Solicitor, Scotland",Bachelor,Widowed,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,7,2,TRUE,TRUE,0.470929044,16,0,813,688.5935847,559344,2021-10-11,2022-07-01,1.97897074,1.835333578,3.51230756,1,-46,2022-01-27,15,0.947463559,1.843587647,Neutral,Budgeting Tools,App Issues,Medium,53.54661677,539.3821078,252874,19.1395309,2021-12-17,Transfer,2021-10-11 00:00:00,0.599801146,0.335313794,1.23639139,0.717020342,76130.05185
94,54,Other,Lake Matthew,Low,Publishing rights manager,Master,Married,1,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,92,2,FALSE,TRUE,0.475649277,4,0,327,715.2734334,233805,2023-11-10,2022-04-18,1.875182418,4.875211855,2.122545905,8,15,2023-01-26,13,0.746066419,3.438331908,Negative,Investment Analytics,Transaction Delays,Low,94.8791034,229.0553965,537679,25.50944877,2023-12-07,Credit,2023-11-10 00:00:00,0.863861134,4.464407478,7.05549851,0.650718265,77890.9684
95,61,M,Williamview,High,Holiday representative,High School,Married,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,2,TRUE,TRUE,0.381071256,11,0,770,182.6080601,140140,2023-10-08,2022-04-21,4.56644231,1.806599158,4.089806637,4,-62,2021-01-11,3,0.913949047,3.57956236,Negative,International Transfers,App Issues,Low,67.77456317,341.2344238,44612,1.254422353,2023-11-04,Debit,2023-10-08 00:00:00,0.402986973,9.737220352,18.40507972,0.755222104,74793.5116
96,52,Other,North Cynthiaview,High,Recycling officer,PhD,Single,6,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,85,9,TRUE,FALSE,0.886405098,7,3,954,712.2878708,679248,2021-07-06,2022-04-18,4.667232718,1.618917822,4.846065512,4,36,2021-04-18,12,0.835414432,1.608002955,Positive,Investment Analytics,Transaction Delays,High,70.88527325,20.87966274,942597,21.45509024,2021-11-20,Transfer,2021-07-06 00:00:00,0.597517187,4.577138742,17.85811316,0.542667055,23634.32176
97,82,Other,North Matthewberg,Low,"Scientist, research (maths)",PhD,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,5,TRUE,TRUE,0.52099713,11,2,606,993.912779,601758,2021-04-07,2021-02-23,2.280540536,2.702946316,4.428263048,8,-91,2022-06-16,10,0.929104395,2.373240883,Negative,International Transfers,App Issues,High,88.43398425,26.84902571,144806,23.5058202,2022-12-25,Transfer,2021-04-07 00:00:00,0.044314403,4.83097383,7.63178659,0.45446197,94425.83833
98,64,F,Evanmouth,High,Camera operator,PhD,Married,4,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,23,8,TRUE,TRUE,0.973887371,11,6,396,301.1149476,119196,2021-08-13,2023-01-06,3.80760807,3.960318347,2.657003626,8,23,2021-03-30,15,0.758885898,2.199319432,Negative,International Transfers,App Issues,Medium,61.33257632,401.4609315,330099,2.024121456,2022-07-05,Credit,2021-08-13 00:00:00,0.446886774,6.735342155,3.0299209,0.108808328,53759.38615
99,20,F,Hoffmanville,Low,Dentist,High School,Single,4,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,62,6,FALSE,FALSE,0.846525948,9,5,868,48.18630308,41664,2021-11-10,2021-06-12,1.49865458,1.365835177,2.177740528,9,42,2021-08-15,10,0.909525555,3.839189734,Negative,Budgeting Tools,App Issues,Medium,23.58818452,457.7911697,526539,1.449929032,2023-03-16,Debit,2021-11-10 00:00:00,0.88150698,0.255891688,13.10064544,0.948548947,35059.76835
100,18,M,Lake Rebeccaside,Medium,Economist,Bachelor,Married,3,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,39,1,TRUE,TRUE,0.737571017,12,2,870,851.914142,740370,2021-11-24,2023-09-04,3.245696746,1.737667781,1.032471571,8,64,2021-04-09,5,0.971521296,3.499980906,Neutral,Mobile Deposit,App Issues,Medium,43.16258766,836.8893947,270666,14.53074815,2022-07-05,Credit,2021-11-24 00:00:00,0.19534369,7.895286681,6.58072589,0.146823154,10716.77119
101,22,F,Port Mikeside,Medium,Homeopath,High School,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,9,TRUE,FALSE,0.636207982,0,2,795,212.8676513,168540,2023-05-15,2021-10-02,2.197645643,3.498945111,2.035137791,1,7,2022-09-16,19,0.572305389,2.68974946,Negative,Budgeting Tools,,Low,72.7986993,39.71194064,920487,21.27580206,2023-11-25,Debit,2023-05-15 00:00:00,0.186551789,8.07559842,6.310844167,0.30739465,41658.23814
102,31,Other,South David,High,Retail banker,Bachelor,Married,1,Referral,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,19,7,TRUE,TRUE,0.835170222,1,4,98,780.627911,76440,2021-05-11,2023-10-26,4.80230492,1.096512836,1.463349678,10,78,2021-06-03,9,0.998498113,1.661512801,Positive,Budgeting Tools,Fees,High,92.69175643,157.4058614,19221,11.90299097,2022-10-03,Debit,2021-05-11 00:00:00,0.82604444,3.497148548,12.91168787,0.997644657,58866.68561
103,44,F,Michaelton,Medium,Wellsite geologist,Master,Married,3,Marketing,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,80,2,TRUE,FALSE,0.881730708,19,3,934,412.9896308,384808,2023-02-28,2023-08-19,1.544240172,3.640637504,4.312488152,2,-98,2022-06-25,6,0.869591148,3.956069303,Positive,,,Low,48.50954169,447.2851882,730924,24.69048612,2023-11-14,Transfer,2023-02-28 00:00:00,0.481312,3.817901132,14.50877168,0.355527682,78968.87528
104,26,M,Jasonbury,High,Archivist,Master,Widowed,2,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,8,FALSE,TRUE,0.133240865,14,8,843,904.7984594,762072,2023-02-21,2023-02-05,1.540339477,1.257643001,4.109679433,8,51,2022-11-06,13,0.787236414,4.75569895,Neutral,,App Issues,High,23.1594739,201.9102208,595990,24.86358172,2023-06-07,Debit,2023-02-21 00:00:00,0.093575534,1.569971238,8.332613932,0.344079814,32524.40232
105,32,Other,West Kimberlychester,Medium,Interior and spatial designer,Bachelor,Divorced,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,2,FALSE,TRUE,0.359740981,9,0,505,942.5577313,475710,2023-08-17,2022-01-12,4.085119477,2.47575517,2.882940609,5,-13,2023-02-17,0,0.996108619,3.308217205,Positive,Mobile Deposit,Transaction Delays,Medium,32.14279261,819.255244,823019,4.800583799,2023-09-16,Transfer,2023-08-17 00:00:00,0.759540258,0.525314951,9.113878036,0.51390359,89854.03338
106,59,M,East Michelle,High,Museum education officer,Master,Single,1,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,95,2,TRUE,TRUE,0.805448958,0,0,404,402.1091152,162408,2023-12-20,2023-03-05,2.247753753,2.660991623,1.468172694,4,-92,2022-07-07,11,0.583334509,4.648221053,Positive,Mobile Deposit,Customer Service,High,43.23086773,712.9966389,428366,2.129189915,2023-12-25,Debit,2023-12-20 00:00:00,0.467030697,9.560564313,17.48294309,0.953217171,86026.27033
107,68,F,South Angel,Premium,"Psychotherapist, child",Master,Divorced,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,53,4,FALSE,TRUE,0.221305662,19,4,478,981.0672916,468918,2022-05-30,2023-10-04,2.021063811,3.572593694,3.078218298,2,-68,2021-12-15,10,0.823832302,4.244037564,Positive,International Transfers,,Medium,73.311668,959.1895008,464742,9.33292666,2023-10-22,Debit,2022-05-30 00:00:00,0.786924986,1.338728624,7.344613101,0.502244341,85277.54988
108,80,F,Kimberlychester,High,Architect,PhD,Divorced,5,Marketing,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,54,8,FALSE,FALSE,0.586198065,17,7,939,37.49583731,34743,2021-01-24,2023-08-29,1.838184315,2.321040578,3.122102755,2,-87,2021-10-10,11,0.5941508,4.800617388,Positive,Mobile Deposit,Fees,High,11.45008331,212.2330923,793668,5.83104931,2023-02-12,Credit,2021-01-24 00:00:00,0.350207367,9.400518624,6.161667267,0.637031927,97001.93107
109,69,M,West Erik,Premium,"Runner, broadcasting/film/video",PhD,Married,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,7,TRUE,TRUE,0.78045051,0,3,288,573.3213255,165024,2021-08-23,2021-10-09,2.011832739,1.377190534,3.52466928,6,-98,2023-08-02,19,0.754293779,2.357121654,Negative,Mobile Deposit,,Medium,5.705299965,354.9160113,309206,24.02487435,2022-11-29,Credit,2021-08-23 00:00:00,0.913007188,6.318680051,14.0017952,0.143623058,84758.51156
110,21,Other,South Monicafort,Low,"Presenter, broadcasting",High School,Single,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,2,FALSE,TRUE,0.223937883,11,8,730,741.3903739,540930,2022-07-01,2021-12-02,4.956455944,1.558498464,3.10287807,2,-45,2021-09-03,11,0.519797782,3.5285802,Neutral,International Transfers,App Issues,High,99.77434804,339.0106338,538316,15.98572985,2022-12-12,Credit,2022-07-01 00:00:00,0.759243717,9.870191915,11.39908668,0.31157376,46089.61004
111,40,F,East Lisa,Medium,"Psychologist, sport and exercise",High School,Married,5,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,83,6,TRUE,TRUE,0.402014084,7,6,151,433.4955479,65383,2022-11-28,2022-01-31,2.814971508,2.766931139,1.398197534,5,97,2021-09-16,11,0.671843851,1.913810222,Positive,Mobile Deposit,App Issues,Medium,35.75245498,451.0013007,472521,19.79494952,2023-10-01,Debit,2022-11-28 00:00:00,0.476257618,4.516242718,2.451951213,0.177198652,80232.34572
112,32,F,Baileybury,Low,Agricultural engineer,High School,Widowed,1,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,5,4,TRUE,FALSE,0.915115675,8,2,553,662.1413429,366086,2021-08-17,2022-04-09,2.001031143,3.290627081,3.556073542,9,-21,2022-10-16,15,0.936655389,3.951720196,Negative,Budgeting Tools,Fees,Low,26.25252166,122.2512522,103463,22.73771592,2023-08-07,Debit,2021-08-17 00:00:00,0.971954974,8.148529224,19.03685081,0.479377161,67073.24298
113,60,Other,North Donna,Medium,Armed forces operational officer,PhD,Divorced,1,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,32,1,FALSE,TRUE,0.356002359,19,5,88,314.3320987,27632,2022-08-25,2021-03-08,1.252845305,4.74351233,4.962187286,4,62,2021-10-31,14,0.87927757,4.936654171,Positive,International Transfers,App Issues,Medium,63.26064351,747.9355253,667259,25.96051368,2023-08-02,Credit,2022-08-25 00:00:00,0.460766472,2.543594169,14.26737599,0.619386388,13883.69928
114,46,F,Murphyland,High,Tour manager,High School,Divorced,2,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,49,8,TRUE,TRUE,0.604719931,1,5,2,86.63629114,172,2023-06-10,2023-04-17,1.484533678,3.219522484,3.533884065,6,44,2023-04-27,10,0.698424957,2.286368459,Positive,Mobile Deposit,Fees,Medium,93.20876421,50.5383802,249369,17.25364542,2023-07-17,Debit,2023-06-10 00:00:00,0.855555612,0.683084116,18.2203323,0.310381225,14294.88523
115,53,M,Michaelhaven,Low,Artist,High School,Widowed,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,91,8,FALSE,TRUE,0.433844862,15,4,62,836.5609035,51832,2021-11-20,2021-01-31,3.627145032,3.802693093,2.451652652,4,96,2023-07-05,2,0.585566258,1.26219209,Neutral,Investment Analytics,Customer Service,High,44.52932683,673.6670182,247260,17.95641701,2023-09-29,Debit,2021-11-20 00:00:00,0.283186923,6.895778041,5.992097978,0.136132545,63501.42546
116,30,F,Frazierside,Medium,"Accountant, chartered",PhD,Single,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,74,6,FALSE,FALSE,0.877034024,13,7,745,303.3972599,225735,2023-07-19,2022-07-07,2.041728818,1.759897834,3.487351531,8,89,2021-09-08,1,0.530991384,4.893403333,Negative,Budgeting Tools,App Issues,Low,81.27118771,521.88873,765349,20.25899543,2023-11-08,Debit,2023-07-19 00:00:00,0.82339125,8.932598783,11.96644269,0.228019953,28678.97316
117,49,F,Sheilaville,Medium,Games developer,Bachelor,Divorced,7,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,99,7,TRUE,TRUE,0.424147613,0,0,736,203.6906573,149408,2021-01-07,2023-04-26,3.223570132,4.964210363,3.235175884,7,43,2023-12-05,11,0.976511332,1.124747586,Negative,Mobile Deposit,Transaction Delays,Medium,28.24187771,851.7127485,783001,18.74974588,2022-04-30,Credit,2021-01-07 00:00:00,0.609839321,0.645308468,4.920454307,0.975132279,67665.56202
118,76,Other,Gregoryview,Medium,Financial trader,PhD,Divorced,7,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,83,3,FALSE,FALSE,0.359227603,13,9,632,207.8798788,130824,2022-06-24,2022-04-01,3.21082317,1.583780825,1.380031611,1,18,2023-12-17,18,0.716205233,2.456839118,Positive,,,High,53.96853016,307.641019,852106,26.89806329,2022-10-08,Transfer,2022-06-24 00:00:00,0.628398053,5.185652322,10.93768088,0.212068497,74953.14201
119,45,M,North Candacestad,Medium,Multimedia programmer,Bachelor,Single,1,Online,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,69,9,FALSE,TRUE,0.173272538,19,3,565,824.3348091,465560,2023-10-23,2022-02-20,2.447853592,3.252050298,3.536512537,10,-88,2022-05-08,11,0.860201726,3.238984439,Negative,,Transaction Delays,Medium,55.46747511,378.7515049,607716,2.274075004,2023-12-27,Transfer,2023-10-23 00:00:00,0.340422868,6.697179445,17.47858814,0.150533492,94882.1978
120,83,Other,Samuelhaven,High,Location manager,PhD,Married,6,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,71,4,FALSE,TRUE,0.349242216,16,6,57,75.07961467,4275,2022-01-01,2022-02-23,3.853732541,4.787271016,3.611684384,10,6,2023-09-06,12,0.954101757,4.127734881,Neutral,Investment Analytics,Customer Service,Medium,24.29128035,285.6719554,679646,8.711983668,2023-02-07,Debit,2022-01-01 00:00:00,0.498247908,7.053914483,17.85780135,0.562518368,1812.274926
121,59,F,South Rachelborough,Low,Licensed conveyancer,High School,Widowed,4,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,82,2,TRUE,FALSE,0.66955439,5,5,560,502.9159702,281120,2023-11-06,2021-05-16,1.133137995,2.867359722,2.399648929,2,-89,2023-10-01,0,0.868286462,1.866196704,Negative,,App Issues,Low,57.65663368,251.411485,624991,0.825398467,2023-12-11,Debit,2023-11-06 00:00:00,0.324583099,0.488693463,19.78341153,0.997526933,6442.110198
122,62,F,Bradleychester,Medium,Chartered management accountant,Master,Single,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,78,4,FALSE,TRUE,0.175810832,7,6,207,202.359468,41814,2021-08-06,2021-12-29,2.668266774,4.612239136,2.203354107,10,-27,2022-07-29,6,0.734214849,1.216251035,Positive,Mobile Deposit,,High,58.05647945,527.3471663,273230,26.07765519,2023-10-07,Credit,2021-08-06 00:00:00,0.485806461,8.65668097,19.66570554,0.208821788,31551.27651
123,79,Other,New Saraside,High,Medical illustrator,Master,Widowed,7,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,85,2,FALSE,FALSE,0.705374195,17,2,646,655.2528876,423130,2022-09-04,2023-06-19,2.736600548,3.349359305,2.989078919,7,-91,2022-10-22,4,0.684570147,3.787619903,Positive,Investment Analytics,,Low,58.30326101,368.7057698,478263,14.82612255,2023-09-19,Debit,2022-09-04 00:00:00,0.445723464,3.236217904,10.43324423,0.482357552,82633.04779
124,74,Other,West Ryan,High,"Scientist, clinical (histocompatibility and immunogenetics)",Bachelor,Widowed,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,50,4,TRUE,FALSE,0.010647031,7,2,912,801.0166572,730512,2023-11-06,2023-10-01,1.498109696,4.408072562,1.579511298,9,-49,2023-09-16,10,0.936560631,1.388441197,Positive,,,Medium,40.74324275,636.0122031,877820,24.82524344,2023-11-19,Debit,2023-11-06 00:00:00,0.969062912,2.951317057,6.206448561,0.631358633,72320.12156
125,23,Other,Cindyville,Medium,Haematologist,Bachelor,Divorced,3,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,65,2,FALSE,FALSE,0.366953005,7,0,907,566.0338691,513362,2022-02-12,2022-10-28,1.061149384,3.853221176,1.367768701,10,11,2022-04-08,12,0.659446457,1.975431296,Neutral,Budgeting Tools,Customer Service,High,63.89201256,853.2017033,665025,17.55528373,2022-03-22,Transfer,2022-02-12 00:00:00,0.08036793,0.65710757,18.55341665,0.123532784,81245.87348
126,45,M,Williamchester,High,Senior tax professional/tax inspector,Bachelor,Single,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,60,8,FALSE,TRUE,0.465934831,1,6,621,618.7255468,383778,2021-11-10,2023-07-27,3.136637646,3.352088454,4.019204235,10,-4,2021-07-08,4,0.663570862,2.071053604,Negative,Mobile Deposit,Customer Service,High,34.7116458,427.5604801,103118,3.358401519,2022-03-29,Credit,2021-11-10 00:00:00,0.86263813,5.892882459,4.7879168,0.547882907,62737.00575
127,45,F,Richardport,Medium,Dealer,Master,Widowed,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,27,6,FALSE,TRUE,0.096120338,15,3,302,627.2266679,189354,2023-02-05,2022-05-21,2.178772019,1.463014477,1.731616023,1,66,2022-06-25,7,0.878453047,4.351146516,Neutral,Budgeting Tools,Transaction Delays,Low,39.75170419,297.3699008,771788,2.315922512,2023-11-21,Debit,2023-02-05 00:00:00,0.094935315,4.105582862,7.730951504,0.11309094,94597.09093
128,61,Other,East Robert,Medium,Ophthalmologist,Bachelor,Married,3,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,99,8,FALSE,FALSE,0.6840974,12,8,73,577.2757348,42121,2021-11-27,2023-05-26,4.728691165,2.164385917,1.993719303,6,4,2022-08-30,18,0.79291021,3.31790349,Positive,Mobile Deposit,,High,5.080505622,482.972601,999560,1.179617029,2022-02-25,Credit,2021-11-27 00:00:00,0.44760853,9.480461373,19.95113041,0.441351788,85381.27826
129,47,F,Byrdburgh,Low,Multimedia programmer,PhD,Widowed,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,1,FALSE,TRUE,0.102756909,13,4,57,226.882368,12882,2023-12-23,2023-04-10,3.822755607,1.48406524,2.524609435,10,8,2021-06-19,16,0.713987315,2.80676191,Positive,Budgeting Tools,Customer Service,Medium,95.64397752,737.1517005,353563,8.536140081,2023-12-28,Debit,2023-12-23 00:00:00,0.186198125,1.142858174,5.032115742,0.986199369,21840.46201
130,79,M,Richardtown,Medium,"Surveyor, quantity",PhD,Divorced,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,9,TRUE,FALSE,0.089961791,6,4,963,656.9751454,631728,2021-01-02,2021-03-27,1.352465101,3.192172979,3.875670936,3,68,2022-12-24,16,0.7252788,1.10257663,Neutral,International Transfers,App Issues,Medium,72.05079536,656.9610234,393246,27.72102801,2023-01-26,Transfer,2021-01-02 00:00:00,0.685029467,2.64430352,12.52646171,0.270912804,37888.34323
131,79,M,Justinchester,High,Community education officer,Master,Married,5,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,81,2,FALSE,TRUE,0.367933097,2,8,263,776.4843287,204088,2022-10-26,2023-02-19,3.621766065,2.751965322,3.266076813,5,55,2022-05-12,15,0.791786097,3.032463463,Negative,Investment Analytics,Fees,Medium,74.19706971,124.2621991,868957,22.50281063,2023-10-22,Transfer,2022-10-26 00:00:00,0.620093194,2.569818145,3.590763419,0.734633795,39933.99254
132,18,M,Stevenmouth,Low,Fashion designer,PhD,Married,5,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,11,8,TRUE,FALSE,0.738298405,7,0,820,825.880475,676500,2023-09-28,2022-10-03,4.501022624,2.721150142,2.830333846,7,44,2022-02-26,7,0.718713718,3.850660775,Neutral,International Transfers,App Issues,Medium,78.87092568,214.3160333,716141,9.253516111,2023-12-21,Transfer,2023-09-28 00:00:00,0.241582109,9.434106883,4.056930849,0.575745131,65566.89309
133,44,M,New Thomas,Medium,Passenger transport manager,Bachelor,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,4,TRUE,FALSE,0.96367496,0,5,436,88.57932146,38368,2021-02-09,2023-03-19,4.82756863,2.131329808,4.936804832,2,-99,2021-06-09,11,0.658339103,4.906635442,Neutral,,Transaction Delays,High,72.07714557,343.0821514,110318,10.71665805,2022-10-25,Debit,2021-02-09 00:00:00,0.448020495,1.516499017,2.084368294,0.468157372,69054.45115
134,79,F,Lake Christopher,High,Database administrator,Master,Married,5,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,56,2,TRUE,TRUE,0.776017833,16,7,30,403.7302422,12090,2021-08-18,2023-12-12,2.250763398,4.269682109,2.883696581,4,100,2021-06-03,3,0.953041118,2.930981967,Positive,Budgeting Tools,Transaction Delays,High,86.91240818,603.2708434,42224,17.3174078,2023-06-06,Credit,2021-08-18 00:00:00,0.380640942,9.883547586,0.94066043,0.908381371,26945.38862
135,20,M,Clarencebury,Medium,Geophysical data processor,Bachelor,Single,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,25,1,FALSE,FALSE,0.466004691,7,0,567,375.5234226,212625,2023-01-14,2021-03-20,2.751887889,2.700141996,3.348356253,10,-24,2023-10-10,19,0.753194689,3.227819096,Positive,Mobile Deposit,Transaction Delays,Low,3.260500161,700.7823029,718174,26.28400948,2023-04-07,Debit,2023-01-14 00:00:00,0.390623148,9.072905466,16.13501611,0.661587079,66456.89157
136,44,M,Jeffreyborough,Medium,Sales promotion account executive,PhD,Single,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,24,4,FALSE,FALSE,0.272597356,5,9,150,924.2264037,138600,2022-09-22,2023-12-03,3.581115918,2.122236305,1.330751422,1,-16,2021-05-04,4,0.599302819,2.285710295,Positive,,Fees,High,11.34914692,723.5837306,209968,22.90029382,2023-11-16,Transfer,2022-09-22 00:00:00,0.08084189,8.543049101,17.17404121,0.194668394,13116.76114
137,26,Other,North Brandon,High,Estate agent,Bachelor,Married,1,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,91,1,TRUE,TRUE,0.301413733,18,8,772,662.8657421,511064,2022-05-06,2021-08-12,4.637934019,2.056330279,2.087238147,4,-23,2022-03-12,6,0.582281936,4.263034813,Negative,Mobile Deposit,Fees,Medium,42.54833878,981.5238873,399560,26.51405455,2022-12-24,Debit,2022-05-06 00:00:00,0.22224074,5.948967719,0.787142797,0.648841612,30630.83199
138,79,M,Carrland,Low,IT technical support officer,Master,Single,1,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,14,8,FALSE,TRUE,0.283698626,10,7,5,478.0493232,2390,2021-04-29,2023-07-14,3.704191695,2.230553928,2.171425037,3,4,2021-01-27,5,0.643814927,3.161377977,Positive,Mobile Deposit,Customer Service,Low,86.31398016,81.75510469,687430,0.458716476,2021-12-17,Credit,2021-04-29 00:00:00,0.301170403,9.816189453,14.84361974,0.322727785,22094.93766
139,54,Other,Perryshire,High,Merchant navy officer,Bachelor,Single,5,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,2,FALSE,TRUE,0.27832278,7,5,918,960.0591441,881280,2022-05-09,2023-07-25,2.536942605,4.315966461,1.893889344,3,-86,2022-03-19,6,0.99326211,2.504550722,Neutral,International Transfers,Transaction Delays,High,29.63635226,366.713849,180019,29.30554549,2022-11-04,Credit,2022-05-09 00:00:00,0.339835712,2.90913783,3.257306535,0.217468518,94760.0962
140,68,M,Lake Heather,Low,Artist,PhD,Married,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,8,TRUE,FALSE,0.069095988,7,8,324,169.1936808,54756,2021-06-11,2021-03-28,1.360819599,2.466351139,2.185239322,1,93,2023-08-17,10,0.962337996,1.465933736,Negative,International Transfers,Transaction Delays,Low,74.98364441,274.2504044,571526,7.314478663,2022-04-14,Transfer,2021-06-11 00:00:00,0.322732123,3.410994852,6.786632153,0.647330983,57538.42741
141,61,M,Rossberg,High,Medical secretary,High School,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,76,1,TRUE,TRUE,0.220445908,9,2,509,367.9318218,186803,2021-06-25,2022-05-19,1.576837186,1.975150297,2.934573511,4,-67,2023-02-28,10,0.546046385,4.567502443,Neutral,Budgeting Tools,,Medium,27.57453537,34.65655073,78740,9.771665105,2021-09-25,Credit,2021-06-25 00:00:00,0.917083826,7.125597269,1.809947036,0.656764488,57633.07339
142,41,Other,Port Michelleville,Medium,Insurance claims handler,Master,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,79,7,FALSE,FALSE,0.107927483,9,3,360,632.7691065,227520,2023-09-23,2023-11-29,3.191312367,4.556912257,4.425129736,4,64,2022-01-20,19,0.542139979,4.20569711,Negative,International Transfers,Fees,Medium,99.8676273,997.2815584,878557,19.34607005,2023-11-10,Debit,2023-09-23 00:00:00,0.003708718,6.790273368,5.14660391,0.956437154,63288.18076
143,76,M,Robinsonhaven,High,"Doctor, hospital",Bachelor,Single,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,7,TRUE,TRUE,0.007373777,12,2,132,515.0080571,67980,2021-05-22,2023-03-22,1.953382717,4.581253307,3.579111241,8,75,2023-09-26,0,0.690917537,1.829097666,Positive,,Transaction Delays,Low,84.26763769,457.2310769,856345,24.58285188,2023-10-14,Transfer,2021-05-22 00:00:00,0.271568397,8.356638654,10.26737936,0.86870358,56512.49331
144,49,F,Williamsbury,Low,Technical author,Master,Single,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,94,5,FALSE,TRUE,0.285601696,2,4,683,594.6784347,405702,2023-12-27,2021-03-22,2.798313297,3.724818038,4.192244627,7,40,2021-08-03,14,0.756616459,4.500400263,Negative,,Transaction Delays,Medium,46.67333506,435.1757317,877917,10.23436044,2023-12-29,Debit,2023-12-27 00:00:00,0.426671048,7.4568504,19.13893581,0.156534084,11676.43236
145,69,F,South Dennismouth,High,Mining engineer,Bachelor,Married,5,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,64,3,TRUE,TRUE,0.352191367,16,0,877,764.0454366,670028,2021-09-15,2023-03-05,2.629425463,4.303935664,2.951319613,4,69,2022-11-29,3,0.651792015,3.229128253,Positive,International Transfers,App Issues,High,88.84521536,536.8299299,354838,20.78398519,2021-11-24,Debit,2021-09-15 00:00:00,0.587230715,6.692114475,9.996778234,0.562218338,13488.90141
146,79,M,Stephaniemouth,Medium,Architectural technologist,High School,Widowed,3,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,53,6,FALSE,FALSE,0.927433417,14,0,527,699.1285913,368373,2021-09-20,2023-11-24,3.282022689,4.326450022,3.271758017,1,-94,2022-03-04,18,0.828052918,4.082151221,Positive,Investment Analytics,Customer Service,High,60.91013572,729.9143263,754642,27.73864051,2023-04-06,Credit,2021-09-20 00:00:00,0.996501667,8.056420035,17.78208558,0.193878304,86200.53453
147,75,F,Rivasside,Medium,Sub,PhD,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,86,5,FALSE,TRUE,0.9948217,5,1,380,660.5487715,250800,2023-09-01,2021-04-11,2.333878058,3.787266306,1.277050186,8,-66,2023-12-17,9,0.714284947,3.605108846,Negative,Budgeting Tools,Customer Service,High,13.87073311,916.8419636,320881,16.20892751,2023-10-15,Debit,2023-09-01 00:00:00,0.413653996,9.866815518,1.098750419,0.399678064,27488.62182
148,69,Other,Merrittfort,Medium,Archaeologist,Bachelor,Single,2,Referral,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,77,9,FALSE,FALSE,0.579437554,16,0,400,718.1792154,287200,2021-12-05,2022-01-24,2.842466492,2.861074516,1.565718777,10,-40,2023-11-19,5,0.768654176,1.280677353,Positive,Mobile Deposit,Transaction Delays,Medium,66.196102,672.9273239,453412,16.56359052,2023-09-07,Debit,2021-12-05 00:00:00,0.075158379,6.114409507,9.369193995,0.187305592,38135.52465
149,29,M,Greenbury,High,"Psychotherapist, dance movement",Bachelor,Married,7,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,38,4,TRUE,TRUE,0.900983511,0,2,234,783.7168128,183222,2022-06-27,2022-08-20,3.327899576,4.78206918,4.324669216,1,14,2022-10-04,7,0.640299003,1.994992003,Positive,Budgeting Tools,Transaction Delays,High,52.13236516,851.4450822,111591,21.14199546,2023-03-14,Transfer,2022-06-27 00:00:00,0.374216928,5.196535519,1.39393273,0.480854605,46890.94176
150,56,M,Katiehaven,Premium,Astronomer,High School,Divorced,4,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,93,9,FALSE,TRUE,0.618226034,2,1,596,218.3888213,129928,2023-12-17,2023-06-20,3.376338083,2.313458029,4.971142592,6,82,2022-10-01,2,0.534728827,2.690947299,Positive,Investment Analytics,App Issues,High,21.03875166,41.62990729,149723,3.847010918,2023-12-25,Transfer,2023-12-17 00:00:00,0.772134598,1.515109484,5.814435724,0.316469212,645.8424906
151,19,Other,Simsview,Low,Optometrist,Master,Widowed,7,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,50,6,FALSE,TRUE,0.497577909,7,9,698,691.2989382,482318,2023-05-17,2023-03-27,2.871505967,4.166512288,4.131389536,10,92,2023-07-19,1,0.846063173,1.446705078,Negative,Investment Analytics,Fees,Medium,9.001331479,209.7840128,946522,21.38117583,2023-07-19,Debit,2023-05-17 00:00:00,0.790537967,3.958904463,0.967164319,0.718868988,13159.87616
152,20,Other,Jonesport,Low,"Engineer, maintenance (IT)",PhD,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,9,FALSE,TRUE,0.042683248,7,6,458,667.8378116,305486,2022-03-10,2022-09-16,3.856436459,1.909429122,1.787036649,3,-16,2021-11-12,18,0.863079693,2.490768574,Negative,Mobile Deposit,Transaction Delays,Medium,88.48613305,489.3966821,910665,4.794859437,2023-10-28,Debit,2022-03-10 00:00:00,0.832710084,5.524979626,7.335946085,0.189760243,52128.15942
153,73,Other,West Matthew,High,Financial adviser,Bachelor,Married,4,Branch,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,63,3,TRUE,TRUE,0.044596123,10,7,289,707.9615537,204323,2022-02-16,2022-08-09,2.560895047,3.605879142,1.098075073,6,4,2023-10-31,9,0.737004253,1.14423078,Neutral,,Fees,High,39.03931686,846.249796,829732,28.82582629,2023-05-05,Debit,2022-02-16 00:00:00,0.519676136,0.472371222,8.549051244,0.708218165,5705.243309
154,76,M,East Edwardfurt,Low,Paediatric nurse,Bachelor,Divorced,2,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,88,1,TRUE,TRUE,0.030797449,15,1,607,251.9881618,152357,2022-10-01,2023-08-03,4.151954188,4.31969789,1.157971828,7,-17,2021-08-05,18,0.931173475,4.534187986,Positive,Investment Analytics,Customer Service,High,88.63598875,508.7508298,227202,5.411686316,2023-11-13,Transfer,2022-10-01 00:00:00,0.566352234,9.662151502,6.859532909,0.502968008,73683.45168
155,19,Other,Lake Jason,Premium,Town planner,PhD,Married,4,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,10,6,TRUE,FALSE,0.150080319,0,3,230,288.4290235,66240,2023-03-29,2021-12-07,4.938435342,3.893823565,2.073415885,2,46,2021-09-24,7,0.653122926,1.172804736,Positive,International Transfers,Customer Service,Low,74.70858246,423.0476564,646564,13.70391653,2023-10-14,Debit,2023-03-29 00:00:00,0.277154006,0.841965885,12.32784841,0.037931702,37880.67938
156,19,Other,Russellside,High,Visual merchandiser,High School,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,89,4,TRUE,FALSE,0.07690201,10,7,236,773.2044065,182428,2023-02-04,2023-05-16,4.037068497,3.831944079,4.523809765,3,48,2022-03-25,17,0.862070089,3.193455624,Negative,International Transfers,,Medium,3.953040418,428.1219147,148033,23.83656668,2023-02-16,Credit,2023-02-04 00:00:00,0.367251227,9.975505824,10.60186168,0.636465777,99163.57734
157,71,F,Perryborough,High,"Surveyor, insurance",Master,Divorced,2,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,51,4,TRUE,FALSE,0.194678643,16,9,256,384.2180935,98304,2023-06-17,2022-08-26,4.11965325,2.862932367,1.852986639,5,88,2023-01-15,11,0.790087844,3.758312132,Negative,International Transfers,Fees,High,81.59524796,15.21373692,932485,9.53120719,2023-10-14,Transfer,2023-06-17 00:00:00,0.382027269,2.461189828,4.508480528,0.445459009,25426.10799
158,18,F,Priceshire,Low,Psychiatrist,PhD,Single,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,84,4,FALSE,FALSE,0.519209851,12,0,961,923.7925979,887003,2023-11-26,2021-04-22,4.489026154,4.599985712,3.570780471,1,-83,2023-03-01,15,0.714706312,2.171270458,Negative,,Transaction Delays,Low,23.92323739,224.6169923,391708,15.70825454,2023-12-09,Transfer,2023-11-26 00:00:00,0.539682338,7.226864788,4.275078073,0.430119804,27711.04297
159,36,M,Port Nicoleshire,Medium,Waste management officer,Master,Single,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,1,TRUE,FALSE,0.503200864,1,7,281,122.5711682,34282,2023-07-14,2023-11-25,1.41396727,2.253058868,1.553275524,10,-81,2023-07-16,8,0.606017213,1.008551414,Positive,Investment Analytics,Transaction Delays,High,42.40360555,16.28504598,588908,2.048613431,2023-09-28,Transfer,2023-07-14 00:00:00,0.847859006,4.825192287,9.337837253,0.42263007,96423.68096
160,19,F,Woodsstad,High,Marine scientist,High School,Married,3,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,68,5,TRUE,FALSE,0.34418279,4,7,293,180.7548666,52740,2021-09-05,2021-10-19,3.244554947,4.625461811,3.826158848,3,0,2023-11-18,7,0.830399866,3.215804008,Negative,,App Issues,Medium,36.25596149,836.0278493,522480,22.08157972,2022-06-30,Credit,2021-09-05 00:00:00,0.05462102,0.552558731,4.893603589,0.059509934,29752.18048
161,70,F,Karenchester,Premium,Adult guidance worker,High School,Divorced,7,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,6,9,TRUE,TRUE,0.66597507,11,1,18,193.4956898,3474,2022-05-23,2023-08-08,3.687514829,1.147942791,1.588304167,5,-39,2022-02-20,3,0.580022196,2.86008019,Positive,Mobile Deposit,,High,2.362348897,779.4433153,208848,3.157190291,2023-06-20,Debit,2022-05-23 00:00:00,0.92457897,2.201304824,11.41517682,0.191408035,66959.42943
162,61,Other,South Jeffrey,Premium,Secondary school teacher,PhD,Widowed,2,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,11,3,TRUE,TRUE,0.39192356,14,2,281,292.6182597,82052,2022-04-06,2023-07-15,4.661063579,3.400371496,2.537811361,5,-70,2023-03-31,8,0.862551228,1.747616717,Negative,International Transfers,Transaction Delays,Medium,85.61094382,56.24829685,49519,21.85188207,2023-08-01,Debit,2022-04-06 00:00:00,0.875701174,9.63144447,19.72596149,0.824282011,68640.3244
163,49,Other,Tuckerfurt,Low,Electrical engineer,Bachelor,Divorced,1,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,1,2,FALSE,TRUE,0.220240211,6,8,376,901.6271054,338776,2021-05-12,2021-07-05,4.333718587,3.490605199,1.824250631,1,-80,2022-01-20,0,0.607480065,1.36854397,Negative,Investment Analytics,Transaction Delays,Medium,70.84035089,42.02957591,19667,3.646935391,2023-05-08,Credit,2021-05-12 00:00:00,0.530731305,5.22462648,0.320323606,0.858110966,83292.29175
164,49,F,Elizabethfurt,Low,Comptroller,High School,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,20,2,FALSE,FALSE,0.692153094,5,9,399,382.8426513,152418,2022-11-24,2023-10-23,2.55663618,2.0509549,2.106637215,9,-53,2021-05-21,10,0.508652673,4.19105854,Negative,,Customer Service,Low,47.31379651,597.8959947,774956,3.953946061,2023-04-03,Credit,2022-11-24 00:00:00,0.673106569,8.221078832,7.63025964,0.666620559,96993.55714
165,72,F,Port Tanner,Low,Bookseller,High School,Single,3,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,95,7,TRUE,FALSE,0.980204048,4,4,964,466.8071037,449224,2021-02-13,2021-08-20,2.247896264,4.016908484,3.83953757,1,-21,2022-07-24,9,0.651523326,1.780082079,Negative,Investment Analytics,Customer Service,Low,39.46543162,731.7621027,346369,21.80827934,2023-04-20,Transfer,2021-02-13 00:00:00,0.813047201,9.038896839,15.27590435,0.203628537,56810.30478
166,73,F,New Amanda,High,"Biochemist, clinical",PhD,Single,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,68,6,FALSE,TRUE,0.810705169,14,6,547,428.5578082,234116,2022-04-17,2022-01-04,2.184746006,1.768231985,3.246598842,1,-94,2023-05-17,8,0.932069409,2.699960092,Negative,Investment Analytics,Customer Service,High,95.94811753,79.70037537,152086,9.767751606,2022-10-14,Credit,2022-04-17 00:00:00,0.796312042,0.208882807,5.404642546,0.685562,54790.65304
167,34,M,Vargastown,Medium,"Geologist, wellsite",PhD,Married,2,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,90,2,FALSE,FALSE,0.414051602,2,4,836,808.7960294,675488,2022-03-28,2021-10-05,2.000815787,2.652489204,1.403207394,4,-60,2021-12-03,0,0.514369047,4.151502291,Positive,Budgeting Tools,Fees,Low,87.6291785,49.46571588,723996,8.805917311,2022-07-31,Credit,2022-03-28 00:00:00,0.611607767,7.218192913,9.741639918,0.365175306,33997.94302
168,55,M,Lake Roymouth,Low,Art gallery manager,PhD,Widowed,3,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,1,FALSE,FALSE,0.375668274,8,9,938,382.5434768,358316,2021-01-15,2023-03-17,2.236902013,4.597201512,4.337866677,5,3,2022-09-22,7,0.531196254,4.66166329,Neutral,Budgeting Tools,App Issues,Low,98.52353055,130.5198435,788832,8.742024813,2022-12-23,Credit,2021-01-15 00:00:00,0.958464589,4.211231795,4.652806035,0.688357412,50001.46994
169,41,M,North Jorge,Medium,Community education officer,High School,Divorced,6,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,75,7,FALSE,TRUE,0.038648714,16,1,125,834.1730555,104250,2021-05-26,2023-04-27,3.936563922,2.576990977,3.414101138,4,6,2021-07-29,16,0.766890318,2.5940248,Negative,International Transfers,Customer Service,High,32.93191637,859.5475011,347613,17.63052233,2023-06-25,Credit,2021-05-26 00:00:00,0.851434543,1.080347401,13.89699556,0.778187932,87267.21662
170,28,F,Jasonmouth,Medium,"Nurse, children's",Master,Married,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,35,6,TRUE,FALSE,0.657072651,13,1,256,487.1312855,124672,2021-05-01,2022-10-25,1.462079848,4.305280614,2.129365862,9,-69,2021-10-29,12,0.502058896,2.86339279,Neutral,Mobile Deposit,,Medium,63.56598862,389.3207756,473378,15.19029818,2023-02-07,Transfer,2021-05-01 00:00:00,0.027532477,4.553256144,2.438847889,0.675272915,19890.10013
171,33,F,Kathleenfurt,Premium,Forensic psychologist,High School,Married,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,5,FALSE,FALSE,0.222623959,6,0,852,250.8817876,213000,2022-04-14,2023-07-13,3.938602183,1.395449564,2.59616211,2,-94,2023-08-03,0,0.819318043,3.842371469,Positive,Mobile Deposit,,High,30.65939647,282.0815663,420967,2.364977854,2023-11-21,Credit,2022-04-14 00:00:00,0.561363191,9.44934104,15.56713668,0.491465815,45675.9534
172,76,M,Karenchester,Medium,Seismic interpreter,PhD,Married,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,52,5,FALSE,TRUE,0.683518018,14,5,12,436.4877094,5232,2021-05-19,2021-02-21,1.777486788,1.457372405,4.52804546,7,-61,2021-08-08,1,0.81218349,1.612539247,Neutral,Investment Analytics,Fees,Medium,7.067430802,208.6390788,393921,19.50795451,2022-05-19,Debit,2021-05-19 00:00:00,0.035270547,4.728942475,9.770260655,0.853764563,81239.80221
173,20,M,Maryfort,Medium,Company secretary,Bachelor,Divorced,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,18,3,FALSE,TRUE,0.760169388,6,6,606,402.7152641,243612,2021-03-06,2022-01-02,3.49618308,1.712279646,2.302441948,2,-25,2021-08-14,1,0.61055332,4.358951003,Negative,International Transfers,,High,84.65282783,668.383165,946551,22.64140878,2022-10-07,Transfer,2021-03-06 00:00:00,0.403177706,2.329367262,3.805789676,0.384329748,6612.489046
174,37,F,Lake Amberstad,Medium,"Surveyor, commercial/residential",Bachelor,Married,3,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,5,TRUE,TRUE,0.879796065,12,4,873,249.2040711,217377,2022-11-08,2023-07-19,3.384003518,1.659911065,2.117815662,5,79,2022-05-08,13,0.717514046,2.088241673,Negative,Mobile Deposit,,Medium,43.92541706,888.1307494,534369,4.737195762,2023-10-06,Debit,2022-11-08 00:00:00,0.065795284,4.784934123,10.31165287,0.362835156,79593.84789
175,76,Other,Lake Casey,Medium,Seismic interpreter,PhD,Divorced,6,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,59,6,TRUE,FALSE,0.548250008,13,2,150,131.1948436,19650,2021-05-26,2022-02-18,3.370474302,4.913973813,1.842259843,4,16,2021-02-03,3,0.883096677,2.664811277,Negative,,,High,87.59255475,827.5912288,226642,6.899004291,2021-08-18,Transfer,2021-05-26 00:00:00,0.433388474,4.608651556,19.0044331,0.210349551,96042.38209
176,53,M,Port Anthonybury,Low,"Accountant, chartered public finance",Bachelor,Married,7,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,80,7,TRUE,FALSE,0.829977606,10,9,420,842.9107927,353640,2023-11-19,2023-07-21,2.242707057,1.446712063,4.151851276,3,16,2023-08-02,0,0.600829643,4.753609945,Positive,Budgeting Tools,Customer Service,Low,44.71338491,84.76481444,99005,23.8382616,2023-12-29,Debit,2023-11-19 00:00:00,0.308521441,2.980789778,16.8531346,0.80213318,77743.55912
177,36,F,Port Andrew,Low,Games developer,High School,Widowed,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,7,TRUE,FALSE,0.723185304,17,9,418,520.4395718,217360,2022-05-03,2021-07-04,1.599771847,1.597958618,2.02114692,9,-43,2022-01-19,4,0.801565071,4.8807119,Negative,Mobile Deposit,App Issues,Low,5.520659349,218.4305547,117316,14.15442333,2023-09-13,Debit,2022-05-03 00:00:00,0.899344713,5.049127613,19.68916612,0.36398941,28894.21357
178,84,F,East David,High,Further education lecturer,Master,Single,3,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,8,FALSE,FALSE,0.352981171,12,8,475,250.3771794,118750,2022-07-25,2022-05-28,4.167812489,1.681962998,2.896764973,1,-100,2022-07-01,3,0.719508021,2.73391449,Negative,Budgeting Tools,Customer Service,Low,5.71157048,700.1981621,259954,9.801365085,2023-04-25,Transfer,2022-07-25 00:00:00,0.872194957,5.504594479,6.597000304,0.020604503,86436.13753
179,36,Other,New Staciemouth,Low,"Editor, film/video",High School,Widowed,6,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,5,TRUE,TRUE,0.106428841,11,7,921,431.8714203,396951,2023-09-22,2022-10-26,1.967144015,3.393896643,1.039996086,10,83,2021-02-28,4,0.697131497,2.075275226,Negative,Budgeting Tools,Fees,Medium,69.79782999,804.5386503,807499,9.762886562,2023-12-25,Transfer,2023-09-22 00:00:00,0.298744908,2.620363129,19.66422062,0.74291138,98981.56186
180,37,F,Katieburgh,Medium,Sports development officer,PhD,Widowed,7,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,33,4,FALSE,TRUE,0.242169947,1,1,423,609.8049141,257607,2022-03-15,2021-12-02,1.318093499,2.970250265,4.836397291,8,-67,2023-09-03,19,0.664671701,1.548363485,Neutral,Investment Analytics,App Issues,Medium,73.1316575,258.8384555,706418,29.05679316,2023-11-29,Credit,2022-03-15 00:00:00,0.606340463,9.925898856,7.866184753,0.897450589,35170.44724
181,69,F,Port Loriport,Medium,Public relations account executive,High School,Married,1,Online,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,28,7,TRUE,FALSE,0.844577853,9,2,972,722.5410426,701784,2021-09-28,2021-09-11,1.634258215,3.89304334,4.332800004,8,92,2023-12-24,2,0.772308989,1.622192646,Positive,Mobile Deposit,Transaction Delays,Medium,98.49908669,361.3263314,927369,12.36524963,2022-01-23,Debit,2021-09-28 00:00:00,0.267456512,3.683652957,10.49243706,0.813563032,14751.1674
182,50,M,New Anthonyport,High,Research scientist (physical sciences),Bachelor,Widowed,6,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,2,TRUE,TRUE,0.534421771,10,6,571,623.9231339,355733,2023-08-27,2021-07-06,1.456521368,2.371981228,3.611011437,1,-47,2023-07-17,0,0.625620205,3.040806303,Positive,Budgeting Tools,App Issues,Medium,43.32115488,969.8433385,619271,21.76864114,2023-10-20,Debit,2023-08-27 00:00:00,0.315134691,7.121657352,12.86062043,0.252652129,69868.36104
183,57,M,Sandersborough,Medium,Fish farm manager,High School,Widowed,6,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,56,8,FALSE,FALSE,0.665562527,15,8,972,241.6367473,234252,2022-05-13,2021-08-22,3.859394683,1.163291004,2.227833826,9,-92,2022-12-22,14,0.818332744,3.743123318,Negative,Investment Analytics,Customer Service,High,81.56314997,587.9447015,517300,7.143997939,2022-07-17,Transfer,2022-05-13 00:00:00,0.077827404,9.230408633,18.95403434,0.950447613,96153.81651
184,56,Other,New Hannahbury,High,"Scientist, clinical (histocompatibility and immunogenetics)",Master,Widowed,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,72,4,FALSE,TRUE,0.806074174,16,1,725,119.2955448,86275,2023-08-27,2023-07-10,3.980836301,2.384364329,1.750362537,3,87,2022-06-28,15,0.557127237,2.451411893,Positive,Mobile Deposit,,Medium,30.37248395,897.6288784,181398,14.21762394,2023-10-22,Debit,2023-08-27 00:00:00,0.816611062,1.605228443,16.42458716,0.947818433,54755.21063
185,18,Other,Lake Kendraville,Medium,"Engineer, biomedical",Bachelor,Married,1,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,39,1,FALSE,TRUE,0.667042842,13,9,434,83.0210826,36022,2023-04-14,2023-01-14,2.351696847,4.0958735,2.752139468,6,-80,2021-08-31,10,0.929186952,1.956075061,Neutral,International Transfers,Fees,Low,24.87531395,402.0538264,946106,27.74598041,2023-04-15,Debit,2023-04-14 00:00:00,0.034404243,1.552808876,14.7872172,0.612000919,84353.65554
186,28,F,West Amandastad,High,Multimedia specialist,Master,Divorced,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,2,TRUE,FALSE,0.856054602,12,6,61,116.9426121,7076,2022-01-25,2021-06-24,4.05911046,4.257906785,1.894599662,8,98,2021-06-22,5,0.882308141,1.012423518,Negative,Mobile Deposit,,Medium,3.777566457,229.5903142,983365,2.113857783,2023-01-04,Transfer,2022-01-25 00:00:00,0.296778173,3.972018732,5.91468485,0.947752998,8655.396699
187,74,M,New Deborahtown,Low,Emergency planning/management officer,Master,Single,2,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,74,1,TRUE,FALSE,0.086359579,16,7,161,352.3044382,56672,2021-07-13,2023-12-09,4.353716881,3.854366962,4.747997553,4,-18,2022-12-27,18,0.707888076,2.161839887,Positive,,Customer Service,Medium,53.68495264,881.3715254,990204,2.656983368,2021-07-26,Credit,2021-07-13 00:00:00,0.272543187,8.20498981,10.81278913,0.736037238,54382.55824
188,67,Other,Shortville,Premium,Seismic interpreter,Master,Single,7,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,18,5,FALSE,FALSE,0.903646878,4,5,391,361.4105679,141151,2021-07-18,2023-02-26,2.908595975,2.615861059,3.93411156,9,-6,2023-06-03,18,0.589094703,3.519203912,Negative,,App Issues,High,24.74430452,27.19943871,960198,19.99044254,2021-12-30,Credit,2021-07-18 00:00:00,0.529197268,6.388169476,15.23052108,0.765334375,96049.01359
189,40,Other,Yumouth,Low,Bonds trader,High School,Divorced,6,Marketing,VIP,FALSE,FALSE,FALSE,TRUE,FALSE,1,21,1,FALSE,FALSE,0.8126219,3,5,147,978.4224391,143766,2023-06-02,2023-11-14,4.307872229,3.441351558,3.758192137,5,60,2022-03-11,5,0.697513785,3.964027134,Neutral,,,Medium,60.37470988,813.5345175,536808,1.737518282,2023-07-14,Transfer,2023-06-02 00:00:00,0.246648739,4.526404562,11.64303841,0.640380968,74193.35859
190,48,Other,South Gregory,Medium,Office manager,High School,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,50,9,TRUE,FALSE,0.903007532,10,7,984,32.37981723,31488,2022-12-27,2021-11-24,3.015876338,1.573601476,3.714921358,4,55,2021-11-05,17,0.837099531,4.258977116,Positive,Mobile Deposit,Customer Service,Medium,33.28386405,649.6413559,706734,13.67646401,2023-02-04,Debit,2022-12-27 00:00:00,0.36475066,4.356243379,3.810631344,0.779126665,4176.013742
191,59,F,Christinaside,High,"Geologist, wellsite",High School,Widowed,4,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,48,4,FALSE,TRUE,0.730858016,16,2,660,635.9558897,419100,2023-05-18,2023-02-15,4.237118701,2.007168782,4.060691988,5,77,2023-03-24,11,0.683074634,3.088821369,Positive,,Transaction Delays,Low,72.71527688,390.73572,562225,13.50436139,2023-09-26,Debit,2023-05-18 00:00:00,0.290966705,5.905479981,11.70483967,0.093606208,23868.91045
192,24,M,Marshallshire,Medium,Financial manager,High School,Single,4,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,51,3,TRUE,TRUE,0.274393568,2,7,133,516.0546134,68628,2023-04-22,2023-02-19,2.764518969,1.987461322,1.174696048,9,17,2023-10-26,9,0.541188184,4.689382297,Positive,International Transfers,Fees,Low,65.02821714,457.5067516,589158,7.022243054,2023-10-09,Credit,2023-04-22 00:00:00,0.136018825,2.599359899,12.63722805,0.168794818,68529.76024
193,33,Other,Marcusbury,Premium,"Designer, fashion/clothing",Bachelor,Divorced,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,21,9,TRUE,TRUE,0.113879347,1,9,222,154.2224708,34188,2023-08-15,2021-03-31,1.235721562,1.301721306,2.033251914,7,-80,2023-06-02,11,0.55455818,4.157009477,Neutral,Investment Analytics,Fees,Low,94.03400537,735.9742241,38551,17.20027764,2023-09-08,Credit,2023-08-15 00:00:00,0.314640644,8.274445659,10.70304889,0.661200751,99133.80771
194,77,M,West Nicolebury,Medium,Brewing technologist,High School,Widowed,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,4,TRUE,FALSE,0.129638138,0,0,627,949.1997596,595023,2021-04-21,2021-12-16,1.881223311,4.758345017,3.302467342,10,82,2023-11-07,16,0.84827389,4.14575171,Negative,Investment Analytics,Customer Service,Low,48.71237115,665.7913427,467771,18.46028416,2022-06-09,Credit,2021-04-21 00:00:00,0.752401198,3.169989661,13.62452302,0.022204063,80724.78242
195,19,Other,Hudsonfurt,High,Counsellor,Bachelor,Single,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,59,1,FALSE,FALSE,0.498904757,17,1,775,812.9082952,629300,2021-07-21,2022-11-18,2.214594027,2.726265292,1.87360748,5,-63,2022-11-15,0,0.928399644,1.069565697,Negative,,,High,26.58440586,490.8425838,429444,2.586173327,2023-02-19,Credit,2021-07-21 00:00:00,0.882741642,5.882793031,9.362637707,0.949620147,35124.90768
196,18,Other,Anthonymouth,High,Office manager,Master,Married,5,Branch,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,79,2,TRUE,FALSE,0.39093641,15,5,404,228.6451145,92112,2021-05-05,2021-11-04,2.762097167,4.496057722,3.399571637,1,30,2021-04-19,14,0.914626851,1.195483779,Neutral,,Transaction Delays,Low,44.16037606,606.0725344,630140,19.73161865,2022-11-21,Debit,2021-05-05 00:00:00,0.312141144,0.419645753,13.91584758,0.673503262,99849.60919
197,65,M,South Jason,Premium,Water engineer,Bachelor,Married,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,80,4,TRUE,TRUE,0.654217427,10,1,687,299.0246383,205413,2023-04-05,2021-11-29,2.89804047,1.887182615,4.834322419,8,38,2023-06-23,11,0.872159626,4.061370975,Neutral,Budgeting Tools,Fees,High,95.32735344,45.48839092,771575,25.89613137,2023-05-11,Debit,2023-04-05 00:00:00,0.175541369,3.774371906,8.290896645,0.82138302,19975.37785
198,29,M,Matthewview,Premium,Hotel manager,PhD,Single,5,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,6,1,TRUE,TRUE,0.50327764,6,9,721,208.0621166,149968,2022-11-26,2021-10-24,4.902475546,4.071442508,2.328784909,6,2,2022-07-13,17,0.880016476,2.213915548,Positive,Mobile Deposit,Fees,High,60.49913136,298.8713681,811783,11.94289378,2023-10-22,Debit,2022-11-26 00:00:00,0.991387239,6.848554234,8.114784183,0.814664077,27015.65962
199,54,M,New Stacyland,High,"Doctor, hospital",High School,Single,2,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,52,6,TRUE,FALSE,0.125319997,4,1,757,315.3490979,238455,2021-08-12,2022-01-02,2.901352122,4.216362911,4.029508407,10,9,2023-01-28,4,0.990340135,2.129993255,Negative,,Transaction Delays,Medium,62.10735932,93.29472885,216302,0.346537297,2023-12-14,Transfer,2021-08-12 00:00:00,0.689581834,1.02825897,12.43812787,0.757016188,55701.15106
200,49,F,Lake Richard,High,"Scientist, research (maths)",PhD,Married,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,7,TRUE,FALSE,0.002245511,17,2,98,235.6438132,23030,2022-05-25,2021-04-16,2.486138009,1.018316311,2.733940938,9,-48,2021-07-20,0,0.577994504,2.183192115,Neutral,Mobile Deposit,Transaction Delays,High,95.28089149,735.7181307,165909,15.30131621,2023-03-14,Transfer,2022-05-25 00:00:00,0.76786583,7.721759298,17.10703362,0.201487671,27972.99619
201,26,Other,Lake Thomas,Medium,"Teacher, music",Bachelor,Married,1,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,3,1,TRUE,TRUE,0.128313146,3,2,135,265.2614976,35775,2022-01-28,2023-05-10,2.442834816,1.136378783,3.867142786,9,-66,2021-04-11,5,0.772663416,4.007847827,Neutral,Budgeting Tools,,Medium,97.16846512,340.1540661,15448,0.634941046,2022-05-09,Debit,2022-01-28 00:00:00,0.24355235,2.490126313,15.81785862,0.322062325,40393.95107
202,36,F,Westtown,Low,Information systems manager,High School,Single,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,92,6,TRUE,FALSE,0.146738943,7,3,459,521.4279453,239139,2022-01-25,2022-09-23,4.543557601,4.684163418,1.25345905,7,-16,2023-02-23,1,0.631431932,3.710929488,Neutral,International Transfers,Customer Service,Low,93.98636208,45.26636402,204464,27.22696759,2022-09-15,Credit,2022-01-25 00:00:00,0.431705951,9.003461403,13.37287241,0.556507691,89955.2824
203,65,M,West Jeffreybury,High,Orthoptist,PhD,Widowed,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,6,3,FALSE,FALSE,0.719918525,5,8,722,344.1566839,248368,2023-07-08,2022-09-26,2.539686807,3.275270324,2.458598034,2,58,2023-05-16,11,0.615137729,1.198320796,Negative,Budgeting Tools,Fees,High,52.4746004,663.6776679,376820,13.36456817,2023-09-22,Credit,2023-07-08 00:00:00,0.657444087,3.917141997,15.19863852,0.247593283,47725.82513
204,20,Other,Elizabethstad,Premium,Human resources officer,High School,Divorced,7,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,93,7,TRUE,TRUE,0.285281041,0,8,990,494.9395901,489060,2021-10-15,2023-07-03,4.140552917,2.138134758,3.902565015,4,-93,2022-02-02,10,0.704645652,4.165378842,Positive,,Transaction Delays,High,71.99219978,699.3049516,611158,0.54820615,2022-07-22,Debit,2021-10-15 00:00:00,0.230128976,7.710598043,6.548033114,0.383939558,82164.44223
205,37,F,Transtad,High,"Designer, interior/spatial",Bachelor,Divorced,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,2,2,TRUE,FALSE,0.093636938,6,1,852,40.36272542,34080,2023-05-15,2022-08-15,1.996800892,1.7441517,4.383938491,9,59,2022-08-26,8,0.668311991,2.750867775,Neutral,Investment Analytics,Customer Service,Medium,37.6218409,314.3191875,312275,14.28467704,2023-11-01,Credit,2023-05-15 00:00:00,0.251159035,5.975672285,11.84979556,0.818111678,75986.8991
206,41,Other,Barajasside,Premium,Advertising art director,PhD,Single,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,2,TRUE,FALSE,0.755378999,5,1,576,744.0721215,428544,2022-01-11,2022-01-06,2.715707719,4.271461537,2.666968882,3,-78,2022-01-23,11,0.827105465,3.961554456,Positive,Budgeting Tools,Transaction Delays,Medium,92.32370449,39.39613721,525345,17.29172427,2023-05-17,Debit,2022-01-11 00:00:00,0.936340523,4.182536125,6.359300131,0.787578395,92005.41856
207,71,F,Michaelmouth,High,Financial manager,Bachelor,Divorced,7,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,33,4,FALSE,FALSE,0.94048601,0,5,322,928.9960235,298816,2022-07-25,2021-08-29,3.295488496,1.774367406,3.204610132,8,0,2023-04-05,13,0.707395432,4.786315823,Negative,Mobile Deposit,Fees,High,88.4340836,551.6880234,557450,27.19971717,2023-08-24,Credit,2022-07-25 00:00:00,0.089929864,4.262920497,15.69123678,0.666771501,59371.78675
208,50,M,Kristopherbury,Low,Personnel officer,PhD,Married,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,32,8,FALSE,FALSE,0.100482283,6,4,775,996.4857282,771900,2023-08-06,2021-09-27,3.257770009,4.374980445,4.863910346,1,-98,2021-12-28,6,0.642590577,3.546141761,Negative,Mobile Deposit,Fees,Low,70.18443033,610.7898289,899433,6.757535666,2023-08-20,Credit,2023-08-06 00:00:00,0.648565865,0.347369726,3.660524279,0.068622105,88590.66282
209,41,F,Lake Jamesville,Medium,"Conservator, furniture",Master,Married,7,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,94,3,TRUE,FALSE,0.963059073,13,4,91,208.5855516,18928,2022-05-27,2022-02-20,3.318207105,3.489197861,2.819841004,8,37,2022-07-20,16,0.541881697,3.729768044,Neutral,Mobile Deposit,Fees,Low,15.59082859,930.8711006,561308,17.18119739,2023-02-12,Credit,2022-05-27 00:00:00,0.503367322,6.968409923,0.29727523,0.662030335,56879.83073
210,53,Other,East Javier,Medium,"Merchandiser, retail",Master,Divorced,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,8,TRUE,TRUE,0.950264757,5,6,783,390.1827215,305370,2021-06-04,2021-01-08,3.965261018,3.640808512,1.943092005,7,-44,2023-12-21,19,0.645418986,2.358367729,Positive,Budgeting Tools,Customer Service,Medium,36.44241053,970.6866908,857965,16.00612105,2023-09-18,Debit,2021-06-04 00:00:00,0.708349759,8.369018221,14.73621711,0.138394734,46121.46052
211,55,Other,Hillshire,Low,Seismic interpreter,Master,Single,2,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,37,7,FALSE,TRUE,0.523117631,9,8,339,973.9254069,329847,2023-06-27,2022-06-03,3.040453445,2.74988391,1.082585702,10,50,2023-10-08,0,0.741949344,3.488219527,Neutral,International Transfers,Transaction Delays,Low,93.44725612,142.8896801,978001,3.228007884,2023-11-17,Credit,2023-06-27 00:00:00,0.26145586,2.131318246,1.249899163,0.045864761,41693.85095
212,42,Other,Tinaborough,Medium,Plant breeder/geneticist,Master,Married,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,3,5,TRUE,FALSE,0.295765475,17,0,34,220.0028686,7480,2021-07-20,2021-01-26,1.733066432,1.144333401,4.687504723,3,66,2023-11-29,6,0.803531944,3.866662168,Positive,Budgeting Tools,Transaction Delays,Medium,81.01249277,554.8496943,483004,28.85119909,2022-02-13,Credit,2021-07-20 00:00:00,0.006379209,8.195887162,7.608877961,0.821937969,52060.13092
213,35,Other,Jeremyburgh,Premium,"Engineer, site",Master,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,4,TRUE,FALSE,0.138092174,15,4,834,544.0662067,453696,2021-04-14,2023-07-29,3.324308776,3.218924046,1.21739069,2,96,2023-06-07,4,0.819655917,2.043350344,Positive,Investment Analytics,Customer Service,Medium,13.59640824,417.7286549,403432,9.228478427,2023-03-25,Debit,2021-04-14 00:00:00,0.009159344,7.465584333,12.41234136,0.122985418,96329.43021
214,83,M,Alexisside,High,Civil Service administrator,Bachelor,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,2,TRUE,TRUE,0.823853535,11,4,924,801.2874837,740124,2021-01-31,2023-10-17,2.191998011,3.85513174,1.954582087,4,22,2021-08-12,4,0.604719606,2.324388298,Positive,International Transfers,,Medium,95.81928678,844.671334,958239,21.72298281,2023-10-25,Credit,2021-01-31 00:00:00,0.899810458,8.814837478,19.8135291,0.148544703,2949.507264
215,71,F,West Brandon,Medium,Insurance claims handler,Master,Married,3,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,88,9,TRUE,TRUE,0.604739936,10,4,706,38.2101464,26828,2021-07-11,2023-10-19,2.202135485,1.012229993,4.426308379,1,-58,2021-04-13,8,0.704432428,1.359022288,Positive,Budgeting Tools,Transaction Delays,Low,12.06035273,842.4670514,284266,23.55160959,2023-10-19,Debit,2021-07-11 00:00:00,0.806499709,9.1099178,9.332716427,0.205529763,52006.80517
216,52,M,New Kellyberg,Low,Food technologist,Bachelor,Married,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,60,4,TRUE,FALSE,0.651298617,7,8,267,114.0374239,30438,2022-04-30,2021-01-12,1.514400795,1.104042593,4.757291684,9,67,2022-05-25,3,0.701568042,4.064712964,Positive,Budgeting Tools,App Issues,Low,2.539715252,588.6577706,522258,20.6958261,2023-08-03,Debit,2022-04-30 00:00:00,0.674891069,2.538381545,14.47996587,0.323930888,68518.88827
217,78,M,Garciatown,Medium,Charity fundraiser,Master,Divorced,6,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,64,5,FALSE,FALSE,0.860876825,14,5,198,204.5941889,40392,2021-12-07,2023-10-08,4.639917898,4.628253548,3.662111123,8,94,2021-08-16,0,0.507456093,3.511786635,Positive,Investment Analytics,Fees,Low,47.51863912,148.6200241,154742,3.543841745,2022-09-27,Credit,2021-12-07 00:00:00,0.136025848,1.444525455,17.12142232,0.015274999,13819.32058
218,58,M,Taylormouth,Medium,"Psychologist, counselling",High School,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,2,TRUE,TRUE,0.443944196,11,7,952,461.0034508,438872,2023-04-13,2022-05-03,1.25952544,3.7213927,2.034788683,8,-63,2022-03-26,19,0.942066617,2.535748389,Positive,Mobile Deposit,App Issues,Medium,90.76757858,418.33926,127719,11.34324311,2023-04-26,Debit,2023-04-13 00:00:00,0.565618782,8.8161987,16.22298414,0.319493155,61334.5692
219,50,Other,Jackton,Medium,Architect,Master,Divorced,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,2,TRUE,FALSE,0.368108409,6,7,407,25.05727722,10175,2023-09-22,2022-03-21,1.150925756,4.162877157,2.07270245,8,76,2021-08-24,7,0.836953494,3.132586225,Neutral,,Fees,Low,13.69755405,82.40921292,308141,24.86318325,2023-12-25,Transfer,2023-09-22 00:00:00,0.300405029,7.918701847,17.58582639,0.053934238,86727.92478
220,50,Other,Shelleyfort,Low,Newspaper journalist,High School,Single,5,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,77,2,FALSE,FALSE,0.762304697,15,5,494,436.9541895,215384,2023-09-13,2023-09-02,3.899567488,1.10604681,3.021714346,9,71,2021-04-19,0,0.831107828,3.709499683,Negative,Budgeting Tools,Customer Service,Low,6.263892002,33.93542093,621152,24.67705368,2023-09-29,Credit,2023-09-13 00:00:00,0.190712011,0.264743621,11.02477484,0.018685111,20621.17345
221,31,Other,Port Cameronfort,Medium,"Horticulturist, amenity",Bachelor,Widowed,5,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,60,2,FALSE,TRUE,0.297220195,3,5,522,169.8990907,88218,2022-03-14,2023-07-19,3.819381421,2.602786671,4.736510424,3,-97,2021-03-15,9,0.789157919,1.732966576,Neutral,Mobile Deposit,,High,79.31752232,843.1668492,813327,7.335570017,2023-11-09,Transfer,2022-03-14 00:00:00,0.242547977,7.368819311,19.87014141,0.408134064,69064.79066
222,38,F,New Crystalton,Medium,Newspaper journalist,Master,Widowed,5,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,0,9,FALSE,FALSE,0.327925839,0,9,481,851.2410885,409331,2023-04-02,2023-04-20,2.402111268,3.988507007,4.787259283,7,-45,2022-06-30,6,0.730393269,3.708555083,Positive,Investment Analytics,App Issues,Medium,48.10443309,906.5905772,958931,16.14597318,2023-06-05,Credit,2023-04-02 00:00:00,0.223203864,3.365999921,17.80039769,0.689293943,32770.18518
223,65,Other,East Lisa,Premium,"Designer, graphic",PhD,Single,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,5,5,TRUE,TRUE,0.381091236,0,7,723,491.4759852,354993,2021-05-01,2023-06-24,3.962296993,1.366030565,2.722366569,1,-90,2022-05-04,5,0.612397712,3.513961951,Positive,Budgeting Tools,Transaction Delays,High,99.98040887,760.9558912,442229,24.61403473,2022-10-31,Credit,2021-05-01 00:00:00,0.645603041,4.286965415,6.634824047,0.440930784,65455.84654
224,37,F,Christopherbury,Low,Marine scientist,Bachelor,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,73,6,FALSE,TRUE,0.856358004,14,0,203,80.49723944,16240,2021-12-04,2021-06-12,2.95097333,1.753499395,2.284614179,1,38,2021-05-15,2,0.696214122,3.590581299,Negative,Budgeting Tools,,Medium,13.19888191,632.6030432,351762,18.38336251,2023-01-22,Credit,2021-12-04 00:00:00,0.568837252,6.039285889,9.710914058,0.981147172,77818.59526
225,25,Other,New Kathybury,Low,Midwife,Master,Married,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,4,FALSE,FALSE,0.779115434,13,8,920,468.2088193,430560,2023-02-16,2021-01-14,3.913027411,3.0354292,2.548150307,8,86,2023-12-26,9,0.588194049,2.300531005,Neutral,Investment Analytics,Transaction Delays,High,5.702947014,174.5194793,583100,6.400624331,2023-07-13,Debit,2023-02-16 00:00:00,0.165174895,9.553336809,8.12677583,0.796241327,17153.36133
226,24,Other,Hayesmouth,Low,Horticultural therapist,Bachelor,Single,1,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,66,2,FALSE,TRUE,0.291417878,14,8,444,485.4450257,215340,2021-01-05,2022-05-17,3.183037432,4.573472434,1.934375375,7,75,2021-07-26,6,0.907729297,1.603377006,Positive,Mobile Deposit,App Issues,Medium,29.49680326,463.969465,350273,23.96459138,2022-05-14,Debit,2021-01-05 00:00:00,0.599157638,1.059184562,12.9657324,0.582386911,55642.95947
227,84,M,Michellechester,Medium,Archivist,PhD,Divorced,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,3,TRUE,FALSE,0.143612361,1,7,888,306.6962019,271728,2023-03-11,2022-07-24,3.929803922,2.315372915,1.688230717,9,46,2022-07-19,7,0.605481811,2.56473632,Neutral,Mobile Deposit,Customer Service,Low,11.22021699,357.7803742,702975,24.94435266,2023-06-22,Credit,2023-03-11 00:00:00,0.293096255,0.123392366,12.73414207,0.072053094,18598.73569
228,34,M,Ashleyton,High,"Embryologist, clinical",Master,Widowed,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,3,TRUE,TRUE,0.392793181,15,3,604,374.0889734,225896,2022-06-28,2022-03-02,4.090679465,4.311259232,3.735562246,6,-97,2022-04-09,1,0.638629839,1.375965941,Positive,Budgeting Tools,,High,8.350651436,466.7256719,389145,27.56832415,2022-07-27,Transfer,2022-06-28 00:00:00,0.428661572,6.545862713,2.582764466,0.828137443,6131.013115
229,50,M,Port Jaredborough,High,Operational researcher,PhD,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,65,8,TRUE,FALSE,0.624551746,4,0,621,970.8645243,602370,2023-07-21,2021-04-11,2.134253978,1.036779363,2.039378864,9,-70,2023-04-09,7,0.50635565,1.653818149,Negative,Budgeting Tools,Transaction Delays,Medium,99.65240524,497.204111,506236,25.1167285,2023-08-28,Transfer,2023-07-21 00:00:00,0.187309204,0.039731018,14.13727654,0.947686365,69369.40625
230,65,F,Donnaburgh,Medium,Estate manager/land agent,Master,Widowed,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,8,TRUE,TRUE,0.676246962,10,1,12,254.7385509,3048,2022-08-08,2022-01-14,2.540967991,1.728129482,4.320497879,8,8,2023-03-14,9,0.687214321,3.215596086,Positive,International Transfers,Transaction Delays,Medium,90.79802756,68.52818662,826049,19.01608588,2023-03-13,Debit,2022-08-08 00:00:00,0.328328209,9.936828551,3.400408695,0.445571551,59573.78971
231,76,F,East Andrea,High,"Merchandiser, retail",High School,Single,6,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,31,6,TRUE,TRUE,0.200430119,10,0,121,679.8205086,82159,2023-05-17,2021-10-31,3.017772471,2.161283571,1.989194251,1,-65,2023-03-16,13,0.854902274,4.701617656,Negative,Mobile Deposit,,Low,53.22555708,523.3863732,950502,13.95530339,2023-12-21,Debit,2023-05-17 00:00:00,0.865705138,0.695667191,8.365587342,0.764364057,12434.75846
232,39,Other,North Ricky,Medium,"Librarian, public",Bachelor,Widowed,5,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,11,8,TRUE,FALSE,0.249401902,0,2,732,664.4412149,486048,2023-09-24,2021-04-23,1.762164325,3.836470855,3.200578751,8,-50,2021-07-27,4,0.589131903,1.891255413,Negative,International Transfers,Customer Service,Medium,4.562968985,865.7219035,780076,29.93903732,2023-12-14,Debit,2023-09-24 00:00:00,0.35313602,4.734373237,4.68568978,0.404863018,52797.40962
233,47,F,Carterbury,High,Speech and language therapist,PhD,Widowed,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,3,TRUE,TRUE,0.930101219,1,8,887,428.1141134,379636,2021-11-14,2022-12-16,4.881355206,3.317162218,3.840712131,10,-51,2022-03-27,12,0.755683134,3.14647302,Positive,,App Issues,Medium,84.76195831,877.1419714,685910,29.44946196,2022-11-05,Transfer,2021-11-14 00:00:00,0.81103227,4.783184633,16.71507872,0.246345651,49685.77429
234,55,Other,Jasminemouth,Low,"Embryologist, clinical",Bachelor,Single,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,7,TRUE,FALSE,0.385059815,0,5,517,932.8235704,481844,2022-01-24,2021-03-17,4.696551356,2.057533608,3.610659495,5,-46,2022-07-04,9,0.969364773,1.632189282,Neutral,,App Issues,Medium,37.39137014,296.2179446,833356,14.367326,2022-02-23,Transfer,2022-01-24 00:00:00,0.120260056,2.588142063,14.87751897,0.110548533,82182.51776
235,68,F,Lake Jesusview,Medium,Hospital doctor,PhD,Married,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,39,5,TRUE,TRUE,0.314142635,2,4,787,771.8492042,606777,2022-08-31,2021-10-25,4.10791155,3.325987428,1.453469829,9,30,2023-10-12,19,0.719255909,3.147463784,Positive,,Customer Service,Medium,73.11458507,786.6887238,600623,22.74420028,2023-06-21,Credit,2022-08-31 00:00:00,0.253663507,0.60515447,16.66535427,0.976113065,95716.18329
236,71,F,South Danny,High,"Engineer, agricultural",Bachelor,Single,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,9,TRUE,FALSE,0.695710242,19,7,328,30.83881791,9840,2022-03-22,2021-03-08,1.793150931,4.559045096,2.099431299,9,97,2022-02-26,11,0.897328952,4.018009608,Negative,Mobile Deposit,Fees,Low,74.50630951,426.5192198,315883,10.08294189,2023-11-11,Transfer,2022-03-22 00:00:00,0.608109218,7.488283929,10.55426656,0.153363099,24165.698
237,25,F,Lake Edward,High,Advice worker,Bachelor,Divorced,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,8,9,FALSE,TRUE,0.467877089,0,9,236,490.7633479,115640,2021-04-30,2022-09-04,2.812352302,2.877583454,1.066139194,1,-91,2021-12-17,9,0.899188644,4.251311862,Negative,Budgeting Tools,Transaction Delays,Low,88.34912812,942.1865458,41577,5.8062485,2022-05-28,Debit,2021-04-30 00:00:00,0.095594724,8.762396038,3.534712782,0.906180993,43428.7053
238,44,M,Margaretland,High,Chartered accountant,Bachelor,Single,5,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,81,5,FALSE,FALSE,0.246801944,16,2,549,122.8490341,66978,2021-05-05,2022-11-10,4.709135485,3.784292089,3.361298427,3,6,2022-02-21,0,0.826124511,3.798696494,Positive,Mobile Deposit,App Issues,Medium,99.89181005,36.87309252,745386,27.27607551,2023-04-29,Credit,2021-05-05 00:00:00,0.416571613,3.169526145,10.01097161,0.93269134,96651.54811
239,44,F,East Laurashire,Medium,"Psychotherapist, dance movement",High School,Single,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,61,6,TRUE,TRUE,0.409297155,1,9,28,294.0245111,8232,2022-10-05,2021-06-29,3.448848513,2.382013999,3.464721022,3,-18,2022-12-13,6,0.683037663,1.809769063,Positive,Mobile Deposit,Transaction Delays,Medium,91.34540609,742.9122636,362410,1.253741186,2023-11-28,Transfer,2022-10-05 00:00:00,0.751224142,8.416790812,17.50612729,0.882433957,35640.03782
240,38,M,Scottmouth,Medium,Multimedia programmer,Master,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,1,TRUE,FALSE,0.144195277,13,2,300,246.3189884,73800,2021-04-28,2021-04-11,2.541732452,3.850468312,2.902747597,3,-100,2022-08-13,9,0.879816716,2.798779032,Negative,Budgeting Tools,,Low,77.31166518,857.1881872,987785,22.27366142,2021-11-05,Debit,2021-04-28 00:00:00,0.131051844,9.112546614,17.35444198,0.716140031,6681.501531
241,47,M,Hollyview,Premium,Insurance account manager,High School,Divorced,1,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,15,4,TRUE,TRUE,0.279563701,19,4,171,757.9930392,129447,2021-04-13,2021-08-12,1.366349455,4.468110279,3.536341355,10,72,2022-08-13,16,0.969975502,4.268510099,Negative,Budgeting Tools,Customer Service,Medium,35.09158557,567.1518926,566045,25.29800737,2021-08-10,Transfer,2021-04-13 00:00:00,0.005809853,9.787623724,3.453272173,0.407485065,57319.00719
242,45,F,Kimton,Low,Paramedic,Bachelor,Widowed,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,1,FALSE,FALSE,0.418462548,1,0,197,256.6337483,50432,2023-09-04,2023-05-04,1.400571046,3.266754374,4.405137453,6,-2,2021-01-07,4,0.636068691,3.941817807,Negative,Budgeting Tools,Customer Service,Low,89.97597938,430.5534838,2732,21.676004,2023-11-14,Credit,2023-09-04 00:00:00,0.831833845,6.993563002,12.17211428,0.442756167,25966.47443
243,81,Other,Navarroview,Low,Health service manager,PhD,Widowed,2,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,99,4,TRUE,FALSE,0.517993882,17,6,840,992.896949,833280,2023-10-27,2022-01-01,3.713174028,2.544651281,2.017956977,8,-24,2021-07-13,15,0.750788148,4.211586432,Neutral,Mobile Deposit,,Low,29.84014626,235.2046831,952924,26.46899568,2023-11-20,Transfer,2023-10-27 00:00:00,0.135450736,4.323979182,13.15725583,0.367036606,49025.63599
244,78,Other,North Jeremyshire,Low,Horticultural therapist,Bachelor,Widowed,5,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,67,1,FALSE,TRUE,0.741657354,7,2,752,137.0211767,103024,2023-12-24,2021-11-27,2.246122768,4.01701232,3.153006926,3,79,2022-01-15,0,0.800158087,1.380200862,Negative,International Transfers,Fees,High,65.25659616,42.44934978,953015,8.239947602,2023-12-30,Transfer,2023-12-24 00:00:00,0.618962665,8.457252991,12.85741088,0.361617627,11174.30685
245,65,Other,Port Emilyview,Medium,Scientific laboratory technician,Master,Widowed,4,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,39,4,FALSE,FALSE,0.384943591,7,1,728,417.5251436,303576,2021-11-19,2022-08-06,2.986922851,4.824473577,1.540814359,3,60,2023-10-28,9,0.79719155,3.910668287,Neutral,,Transaction Delays,Medium,98.71836154,897.5366569,493235,23.56415792,2022-12-10,Debit,2021-11-19 00:00:00,0.627211835,4.559412508,1.322867023,0.890351635,54297.0498
246,36,F,Port Katelynfort,Medium,Teaching laboratory technician,High School,Married,6,Branch,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,34,6,TRUE,TRUE,0.545704657,6,6,632,494.4966295,312208,2021-04-27,2021-12-30,4.006257791,1.272631577,1.938951939,6,-28,2023-09-04,12,0.708360962,2.772243726,Neutral,International Transfers,Fees,Low,90.06710297,104.7752893,408597,21.42518982,2022-08-03,Debit,2021-04-27 00:00:00,0.841111002,7.821498097,2.407879755,0.222415072,17144.32018
247,21,Other,Moonburgh,Medium,Set designer,Master,Divorced,6,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,82,9,FALSE,FALSE,0.951006299,10,0,276,438.471481,120888,2023-11-07,2023-07-22,1.731274436,3.06561296,2.219414378,7,-3,2022-09-18,16,0.771800178,2.427615853,Positive,,Transaction Delays,High,56.28523945,916.7407142,587581,29.5663047,2023-12-06,Transfer,2023-11-07 00:00:00,0.453849096,9.124053558,8.19113836,0.351410635,91686.96014
248,52,M,Waltersfort,Medium,Risk analyst,PhD,Married,5,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,2,TRUE,FALSE,0.818316292,19,0,355,102.3940429,36210,2021-06-14,2023-01-08,1.310551281,1.728027129,3.847550762,7,-18,2022-05-04,9,0.527924858,1.646847546,Negative,Mobile Deposit,Fees,Low,12.68392211,586.0068019,912656,27.37956093,2021-10-18,Credit,2021-06-14 00:00:00,0.359733431,6.418159344,18.23341537,0.732264408,4501.469454
249,81,Other,South Michaelmouth,Premium,Advice worker,Master,Single,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,69,2,TRUE,FALSE,0.237008825,6,8,134,233.4954757,31222,2022-01-16,2021-03-15,2.506578647,2.096083481,1.587910871,8,42,2021-12-15,18,0.532211241,1.952326227,Neutral,International Transfers,Transaction Delays,Medium,78.99707202,518.9384716,594607,1.905371498,2023-09-22,Transfer,2022-01-16 00:00:00,0.973622718,7.20680485,5.082567263,0.107802114,35249.83134
250,66,F,Elizabethburgh,Low,Equities trader,High School,Divorced,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,6,FALSE,FALSE,0.213483332,6,6,325,525.5559907,170625,2021-05-21,2021-07-10,1.649731649,3.544576307,3.785250336,5,-77,2022-10-08,9,0.96588319,3.400699529,Neutral,Mobile Deposit,Fees,Medium,57.06627925,755.869353,769527,3.934510292,2023-06-24,Credit,2021-05-21 00:00:00,0.044460343,7.501366426,4.941224806,0.734755222,22072.03417
251,34,Other,Robertfort,Medium,Clinical embryologist,PhD,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,90,6,FALSE,TRUE,0.662696498,16,2,970,801.8228042,776970,2021-05-20,2022-09-05,3.04142527,4.839171923,1.37459603,6,0,2021-05-23,17,0.77555257,3.808586666,Negative,Budgeting Tools,Transaction Delays,High,58.58206956,494.5505391,403,29.96562211,2022-06-10,Transfer,2021-05-20 00:00:00,0.639746976,8.173644164,8.37066589,0.729159303,87446.97387
252,61,M,Elainefurt,Medium,"Merchandiser, retail",Master,Widowed,7,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,3,FALSE,FALSE,0.595329935,14,4,885,691.5152241,611535,2022-04-27,2022-10-24,3.211068958,4.412155743,3.718740448,6,-39,2021-12-08,7,0.597609139,3.178559181,Neutral,Budgeting Tools,,Medium,54.67798245,384.9638045,229282,18.42435417,2023-06-26,Transfer,2022-04-27 00:00:00,0.701990181,3.429358265,14.01207902,0.352582496,82388.33843
253,47,F,South Christopherview,High,Financial controller,High School,Widowed,5,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,52,2,FALSE,FALSE,0.54687296,6,1,220,549.0381266,120780,2023-04-07,2023-01-25,1.442292268,2.030412202,4.131829115,9,-16,2022-01-19,15,0.63224399,4.860524359,Neutral,,Customer Service,High,33.64598654,996.3163179,87136,2.823756893,2023-11-04,Debit,2023-04-07 00:00:00,0.107269398,9.057294241,8.11253663,0.861532969,94878.16294
254,63,Other,Darrellfurt,Medium,"Surveyor, commercial/residential",High School,Widowed,6,Marketing,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,99,3,TRUE,FALSE,0.154170781,19,4,128,977.8107116,125056,2021-09-03,2023-02-16,4.171518871,1.096688549,4.607888375,9,-68,2022-11-12,19,0.851962906,1.747915187,Negative,,Transaction Delays,High,12.60076616,811.4969896,948889,9.851962131,2022-11-22,Credit,2021-09-03 00:00:00,0.272889546,8.929890611,18.390378,0.402494754,3126.007962
255,23,F,Lake Mollymouth,High,"Restaurant manager, fast food",Bachelor,Widowed,2,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,58,4,FALSE,FALSE,0.362617649,16,8,780,763.3608036,595140,2022-05-20,2021-05-19,1.093347087,3.397330489,4.320030808,3,-6,2023-07-22,2,0.846029396,3.298086092,Positive,Mobile Deposit,App Issues,High,29.23821651,684.6632597,480193,11.4736678,2022-08-07,Debit,2022-05-20 00:00:00,0.161236486,7.61250722,18.55910241,0.826359632,89780.19644
256,54,F,Brownhaven,Low,"Scientist, physiological",Master,Single,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,4,FALSE,TRUE,0.759370536,18,9,629,867.8705038,545343,2021-03-23,2023-05-26,2.376536799,3.135429922,3.557939253,5,-38,2021-10-18,11,0.829065434,3.971366912,Positive,,Fees,Medium,80.14878525,988.3898666,985594,2.164726261,2021-03-24,Debit,2021-03-23 00:00:00,0.340551613,0.10431205,18.97787325,0.910490273,27526.71143
257,41,F,Cindyfort,High,"Editor, magazine features",PhD,Widowed,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,65,7,TRUE,FALSE,0.723588073,13,4,399,22.58924258,8778,2021-06-17,2021-05-13,1.187179586,2.841102537,4.150585218,7,-79,2021-01-27,5,0.624971727,1.961444414,Negative,,Fees,Low,8.173996305,72.64295079,261192,18.62796626,2021-11-06,Debit,2021-06-17 00:00:00,0.954557036,6.052393469,6.657431015,0.237078715,84349.21752
258,63,Other,Wolfborough,Medium,Health and safety adviser,Bachelor,Married,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,36,4,FALSE,TRUE,0.165173811,19,0,451,224.013283,101024,2023-05-09,2022-08-23,3.828363311,2.900916918,3.875320222,1,54,2023-08-30,16,0.916759914,1.173355067,Neutral,,App Issues,Low,66.20649154,673.813974,562689,28.41816958,2023-07-28,Credit,2023-05-09 00:00:00,0.455676442,8.486776873,9.118894355,0.662360028,76081.37616
259,70,F,Andreaport,Low,Learning disability nurse,Master,Divorced,4,Marketing,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,78,6,FALSE,TRUE,0.426859883,4,7,599,722.6461987,432478,2023-12-07,2023-08-23,4.51406092,3.366831099,2.893171435,3,18,2023-05-27,16,0.532439193,1.954441409,Negative,Budgeting Tools,Customer Service,Medium,32.47976745,203.7434625,128737,21.07704486,2023-12-30,Credit,2023-12-07 00:00:00,0.586780779,8.371621306,14.59895998,0.922824063,41614.52786
260,77,Other,Gilmorefort,High,Contractor,Master,Single,5,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,86,6,TRUE,FALSE,0.44271351,11,5,575,285.5182178,163875,2022-10-10,2021-10-03,2.392678972,2.588199608,4.147506755,7,46,2022-11-16,15,0.710925777,1.027606517,Neutral,,Customer Service,High,32.84758041,689.8028933,921650,25.75529467,2023-04-29,Credit,2022-10-10 00:00:00,0.748304751,8.582061989,18.92678411,0.607829497,48483.93888
261,80,M,North Teresabury,High,"Psychologist, occupational",PhD,Single,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,43,3,TRUE,FALSE,0.508581829,11,1,885,360.4348827,318600,2022-06-19,2021-09-07,2.312842851,1.684995779,1.021348634,3,-90,2021-02-12,15,0.881807964,2.832917892,Negative,Budgeting Tools,,Medium,52.76628344,169.3602449,447453,27.72370729,2023-02-20,Credit,2022-06-19 00:00:00,0.298771152,9.05439147,12.46447405,0.198638724,79628.35019
262,49,Other,West Andrea,Low,Travel agency manager,Bachelor,Divorced,5,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,63,9,FALSE,FALSE,0.461158467,1,5,500,594.8290793,297000,2022-02-23,2022-07-17,3.77725789,2.036606034,4.217162549,6,-88,2021-12-30,7,0.619130095,1.175151154,Positive,Mobile Deposit,,Medium,40.08663442,694.6361799,247228,29.43897946,2022-12-04,Credit,2022-02-23 00:00:00,0.813761295,9.059711996,9.774036565,0.819820954,42913.99543
263,50,M,Davisville,Low,Biomedical engineer,Bachelor,Divorced,4,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,50,5,FALSE,FALSE,0.501715652,3,8,932,547.2353368,509804,2022-10-06,2022-11-06,4.486140168,1.255497151,4.696350244,8,-30,2022-06-25,15,0.620222886,4.005957797,Positive,Investment Analytics,App Issues,High,83.14633453,162.6398676,828067,24.33945044,2023-01-03,Credit,2022-10-06 00:00:00,0.99528747,8.701764701,11.66701578,0.539464354,50834.40521
264,84,Other,Valentineberg,Low,"Librarian, public",PhD,Divorced,3,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,5,9,TRUE,FALSE,0.813144458,1,2,7,228.5525029,1596,2022-05-04,2023-12-16,4.548577441,1.224199997,4.654709563,8,-77,2021-06-07,17,0.500671766,4.602095773,Negative,Mobile Deposit,,High,87.70415664,877.5449516,431712,15.48960883,2022-06-05,Transfer,2022-05-04 00:00:00,0.541779041,1.15404721,4.054661408,0.983777317,59988.39089
265,35,F,Cantuport,High,Applications developer,Bachelor,Single,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,6,FALSE,TRUE,0.389467665,4,4,257,879.8997772,225903,2022-06-28,2023-04-28,3.337101681,4.469606423,4.99423976,8,73,2021-12-16,12,0.747141703,2.283225735,Positive,Budgeting Tools,Customer Service,Medium,80.56658683,922.6451859,99538,2.105782686,2022-11-12,Credit,2022-06-28 00:00:00,0.632389552,3.069033657,18.28717443,0.343642635,75538.37429
266,42,Other,Robertfort,Low,Horticultural consultant,High School,Married,1,Branch,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,68,6,FALSE,FALSE,0.552025279,19,6,328,631.5016097,206968,2023-03-22,2023-12-11,3.376085693,1.501521407,2.115225881,1,52,2021-01-20,6,0.959305899,3.350354631,Positive,Investment Analytics,App Issues,High,91.68969916,456.7350554,830236,1.589774577,2023-05-26,Transfer,2023-03-22 00:00:00,0.293686536,0.297494752,12.92211797,0.202485785,52644.74535
267,71,F,Sanchezside,Medium,Barista,PhD,Married,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,9,FALSE,FALSE,0.60676694,1,9,219,688.5270081,150672,2021-09-26,2022-03-06,3.477461582,1.27569081,1.547231233,3,10,2022-12-23,11,0.756338447,4.303471098,Negative,Mobile Deposit,Transaction Delays,Medium,52.74456501,161.7660171,295879,22.88652277,2022-02-09,Transfer,2021-09-26 00:00:00,0.148335524,3.755827637,4.128724943,0.924596934,35634.58744
268,75,M,South James,Low,"Horticulturist, amenity",Master,Divorced,7,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,56,5,FALSE,FALSE,0.942305047,12,1,945,830.2402242,784350,2022-09-07,2022-03-05,3.032439255,4.305497472,2.970198077,5,78,2023-08-29,16,0.966772825,2.050004887,Negative,Budgeting Tools,Transaction Delays,Low,34.58573937,512.0554124,340479,7.59747577,2023-08-21,Transfer,2022-09-07 00:00:00,0.619828979,7.781840194,8.751069999,0.588900809,66316.52119
269,84,Other,Port Chad,High,Field trials officer,PhD,Single,4,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,3,FALSE,TRUE,0.654736255,2,0,662,111.4189585,73482,2023-07-26,2021-04-30,3.123665306,4.814176819,2.370039842,6,-38,2021-01-03,12,0.607715517,3.828191158,Positive,Budgeting Tools,App Issues,Low,26.40845041,110.3221554,807540,12.22688458,2023-09-20,Transfer,2023-07-26 00:00:00,0.240850411,2.410338492,4.523357291,0.682615959,63669.60641
270,63,F,Morganhaven,High,"Engineer, energy",High School,Widowed,6,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,84,3,FALSE,FALSE,0.130683212,14,4,308,479.296144,147532,2022-10-10,2021-08-12,1.378720327,1.822954816,2.82908555,3,64,2023-09-28,5,0.697426085,4.579568472,Negative,Mobile Deposit,Transaction Delays,High,82.52952203,483.5221198,32468,24.10945486,2023-02-24,Credit,2022-10-10 00:00:00,0.445006477,2.363777491,14.63858215,0.071652531,55598.46392
271,41,M,Loriport,High,"Engineer, technical sales",PhD,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,2,FALSE,TRUE,0.582457662,18,3,863,95.44883151,81985,2021-05-29,2023-12-20,4.930562999,4.029157595,2.451435762,7,49,2022-05-22,15,0.995796278,3.746500981,Neutral,International Transfers,,High,27.89237743,459.5395068,402225,18.49323567,2023-02-16,Transfer,2021-05-29 00:00:00,0.498637932,0.473112404,15.32528245,0.692910314,60594.70091
272,49,M,Maryshire,Low,"Engineer, manufacturing",Master,Divorced,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,91,2,FALSE,TRUE,0.66191893,15,8,555,82.62765035,45510,2021-01-20,2021-06-29,1.247538579,1.650174934,4.420199274,6,-79,2023-08-26,13,0.899765354,3.72078485,Neutral,Mobile Deposit,App Issues,Low,69.83218733,241.3294661,440159,23.97631563,2021-04-11,Credit,2021-01-20 00:00:00,0.013469097,5.894236749,17.07305655,0.25690511,39428.13016
273,64,Other,Grimesmouth,Premium,Marine scientist,Master,Single,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,74,6,TRUE,TRUE,0.009501648,13,9,295,724.0171874,213580,2023-07-28,2023-09-18,2.921447574,3.722997121,3.170681722,6,-98,2021-08-13,6,0.787814853,1.427743109,Negative,Mobile Deposit,App Issues,High,35.58855027,668.3819849,515284,16.55286943,2023-08-15,Debit,2023-07-28 00:00:00,0.401902505,7.019477203,17.30814799,0.324783463,37911.69562
274,40,M,Reedside,High,"Engineer, biomedical",PhD,Single,6,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,62,8,FALSE,TRUE,0.075305902,3,3,715,791.8198659,565565,2021-07-24,2022-08-12,4.141622085,3.718952794,4.171606349,2,80,2021-04-03,17,0.543538775,1.634218927,Positive,,Customer Service,Low,53.37089548,12.04791994,59360,6.119386853,2022-02-22,Credit,2021-07-24 00:00:00,0.387891377,0.488798019,7.045075775,0.775918254,87036.5369
275,83,F,Gibsonmouth,High,Secondary school teacher,PhD,Single,2,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,8,TRUE,TRUE,0.018998095,16,6,171,61.92733904,10431,2021-05-31,2023-05-25,3.332304083,2.717213608,2.192385549,10,-77,2021-02-05,18,0.565237272,3.344507431,Neutral,Mobile Deposit,,High,85.18624201,825.8131188,751046,23.44845006,2023-06-12,Credit,2021-05-31 00:00:00,0.209068894,3.944571904,18.06683329,0.635423641,84988.6428
276,44,M,Lake John,Medium,Furniture designer,High School,Widowed,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,8,TRUE,TRUE,0.048252948,11,4,438,844.0427435,369672,2022-03-13,2022-10-11,1.384477899,4.528047703,2.578778631,6,-19,2022-08-19,6,0.720127374,1.761442939,Neutral,Mobile Deposit,,Low,17.27317867,167.3404896,312222,21.15038028,2023-06-04,Transfer,2022-03-13 00:00:00,0.032663608,6.111140737,8.422959343,0.895934763,37979.81489
277,19,M,Hallchester,Medium,Theatre manager,High School,Divorced,1,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,36,7,FALSE,FALSE,0.089665054,1,4,661,288.485724,190368,2023-11-03,2022-06-16,3.221730424,1.484197968,2.145521905,10,-51,2022-04-13,6,0.907465051,2.868669176,Neutral,Investment Analytics,Transaction Delays,Low,31.28231544,180.7967088,591221,15.16111718,2023-11-30,Transfer,2023-11-03 00:00:00,0.143794421,9.027099494,18.54399584,0.719829196,74598.78307
278,34,F,West Juliefurt,High,International aid/development worker,Master,Divorced,7,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,40,2,FALSE,FALSE,0.957815492,19,5,117,658.3678925,76986,2022-06-28,2023-12-13,4.621380898,2.906195493,4.8858351,5,75,2023-12-12,16,0.870692218,4.480557078,Neutral,Mobile Deposit,Transaction Delays,High,8.422474887,657.739167,806636,16.70465293,2023-02-09,Credit,2022-06-28 00:00:00,0.843214006,1.488903856,13.05010593,0.409638244,77476.41711
279,50,M,Mcneilberg,Low,Community education officer,Bachelor,Divorced,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,2,TRUE,TRUE,0.206720889,13,7,15,688.8091616,10320,2021-09-29,2022-12-26,3.48792756,3.406969616,2.781677734,3,-50,2023-10-28,1,0.927268692,4.803580446,Negative,Investment Analytics,App Issues,Medium,36.6480833,741.0771826,840728,1.681762672,2022-12-04,Transfer,2021-09-29 00:00:00,0.15818364,7.076872194,15.76548574,0.432231062,78114.1611
280,26,M,Hannaberg,Medium,Nutritional therapist,Bachelor,Married,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,78,7,FALSE,FALSE,0.204557733,2,3,860,699.4499098,601140,2022-12-16,2021-09-23,4.117294627,4.036179572,2.638939549,1,-73,2021-12-09,13,0.702613408,2.651374897,Positive,Budgeting Tools,App Issues,Low,70.07326345,488.2097176,294348,21.31556949,2023-08-22,Credit,2022-12-16 00:00:00,0.776519143,2.591551851,18.14293359,0.634125151,32249.95476
281,60,M,Mollymouth,High,Environmental education officer,Bachelor,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,4,TRUE,FALSE,0.85741948,15,8,678,583.721198,395274,2021-05-21,2023-10-14,2.849987019,1.570742821,4.359411208,9,66,2021-10-28,10,0.788735659,1.603270389,Positive,Investment Analytics,Transaction Delays,Low,56.09996055,550.3349393,986237,22.3921661,2022-05-22,Transfer,2021-05-21 00:00:00,0.188817666,5.641374941,2.06449839,0.209359242,81449.72389
282,65,M,New Reneetown,High,Counsellor,Bachelor,Divorced,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,97,6,TRUE,FALSE,0.752756547,7,5,379,122.1072194,46238,2022-05-16,2023-12-01,2.2483792,3.139724349,4.028331846,8,-27,2021-07-12,8,0.653998159,4.652557192,Neutral,,Transaction Delays,High,34.89631341,70.33694315,806856,19.99532826,2022-06-01,Transfer,2022-05-16 00:00:00,0.53455504,6.728961055,7.909099013,0.486732635,57637.20631
283,56,F,South Monica,Premium,"Civil engineer, consulting",Master,Single,2,Online,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,42,9,FALSE,TRUE,0.675815368,11,7,279,120.5830534,33480,2023-01-27,2023-10-17,1.800415661,2.819838422,4.681382277,6,-3,2021-07-24,6,0.769066186,2.870128541,Positive,Mobile Deposit,App Issues,High,44.31795863,700.6756934,13890,13.40158389,2023-03-16,Transfer,2023-01-27 00:00:00,0.585430222,0.073846323,18.8347748,0.077726246,85997.57094
284,59,M,North Terrance,High,Chemical engineer,Bachelor,Single,4,Online,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,21,5,FALSE,FALSE,0.421735346,8,3,603,149.545864,89847,2022-08-07,2023-10-06,4.396866853,2.665655146,4.017362741,7,-11,2022-09-16,2,0.808154642,2.158950774,Negative,Budgeting Tools,Transaction Delays,Medium,23.7008868,640.6764506,815039,0.749388652,2023-12-05,Credit,2022-08-07 00:00:00,0.724150233,1.581464089,10.02834776,0.464284866,9831.13451
285,43,F,Matthewfurt,Medium,Chief Marketing Officer,Bachelor,Divorced,6,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,90,4,TRUE,TRUE,0.031176998,0,8,211,921.7095994,194331,2021-11-20,2022-01-04,3.82604734,2.437355598,2.388213546,2,-1,2022-11-19,7,0.75800948,4.974594492,Positive,International Transfers,App Issues,Low,63.99534383,161.959629,389491,19.44467834,2023-02-26,Transfer,2021-11-20 00:00:00,0.095352383,6.996885592,15.64754977,0.241402916,47709.161
286,67,M,Port Markside,Low,Tourism officer,PhD,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,3,FALSE,TRUE,0.826539794,0,8,749,218.3265672,163282,2023-06-17,2022-04-22,1.71158306,4.987706937,2.207258433,6,47,2023-07-16,17,0.599039342,4.598316016,Positive,,Customer Service,Low,17.16094569,88.54303599,924111,22.70894191,2023-11-21,Debit,2023-06-17 00:00:00,0.608366657,1.963001689,18.52949923,0.912337349,90573.64725
287,42,M,Finleyfort,Medium,"Programme researcher, broadcasting/film/video",Bachelor,Widowed,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,7,FALSE,FALSE,0.860796261,8,0,336,161.5251818,54096,2022-09-12,2022-08-18,3.206919733,1.680416805,3.738271761,5,63,2023-10-02,3,0.669692173,2.728149909,Neutral,,Customer Service,Medium,28.53467369,266.8264129,627347,11.2155611,2022-10-18,Debit,2022-09-12 00:00:00,0.651609506,8.13015128,15.42504853,0.7699629,79984.57396
288,41,M,New Caseyport,Medium,Secondary school teacher,PhD,Single,1,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,51,7,TRUE,TRUE,0.481793072,14,0,204,988.5789435,201552,2023-12-20,2022-02-01,3.838784891,4.011936098,1.518584743,10,50,2022-12-20,12,0.814658324,1.202155305,Neutral,International Transfers,,Low,71.9539043,69.57325888,615377,12.28474956,2023-12-25,Credit,2023-12-20 00:00:00,0.9397494,7.146067034,6.111997719,0.094969317,28436.35684
289,30,M,Lake Christopher,Medium,"Psychologist, prison and probation services",Master,Single,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,7,FALSE,FALSE,0.644884093,9,6,819,14.33518756,11466,2021-01-17,2021-01-04,3.272139462,2.507636201,1.355280801,1,52,2022-06-12,15,0.786948916,3.33737461,Negative,Mobile Deposit,App Issues,Low,32.17474031,294.1873296,481210,5.113888349,2021-11-19,Credit,2021-01-17 00:00:00,0.349037432,8.456041463,11.98877793,0.793869187,25614.34074
290,77,F,Port Cynthiaville,Low,Community pharmacist,PhD,Married,7,Branch,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,46,5,FALSE,FALSE,0.477654311,16,2,791,778.9138063,615398,2022-09-06,2021-08-31,4.797933175,3.596348348,4.177800543,2,-93,2023-09-24,4,0.724215097,3.866149039,Neutral,Budgeting Tools,Customer Service,High,74.77115654,529.3736382,824038,19.33526446,2023-07-28,Credit,2022-09-06 00:00:00,0.623752476,7.165041132,2.948986271,0.601522311,3619.900456
291,24,F,Jacksonport,Medium,Sport and exercise psychologist,High School,Widowed,3,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,17,8,TRUE,FALSE,0.296158802,1,6,179,846.7356527,151434,2021-08-01,2021-02-19,1.739191549,4.953195147,3.543616402,9,81,2022-06-04,0,0.531160615,1.021159049,Negative,International Transfers,,Low,14.29326699,578.8863202,890440,23.28581972,2022-06-08,Debit,2021-08-01 00:00:00,0.788312246,6.854236935,5.885164176,0.528032303,88176.07816
292,74,F,North Markton,High,Art therapist,PhD,Single,5,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,70,2,FALSE,TRUE,0.54029547,2,0,967,665.511599,643055,2021-10-03,2023-08-11,3.857377923,2.910962063,1.87547052,7,-95,2023-01-17,13,0.726864769,2.324808265,Neutral,International Transfers,Transaction Delays,Medium,70.98340269,940.8922394,673743,17.97945561,2022-07-12,Credit,2021-10-03 00:00:00,0.829006612,8.388549243,2.227439187,0.186452784,71500.18806
293,53,Other,Michaelchester,Premium,Training and development officer,Bachelor,Single,1,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,79,4,FALSE,TRUE,0.68859884,9,0,370,975.1117795,360750,2022-06-26,2021-08-30,3.466081911,4.297796263,3.677997572,5,-44,2023-07-29,4,0.783248656,1.377708057,Neutral,,Fees,Medium,47.80855461,372.0071714,560924,19.30895361,2023-08-13,Credit,2022-06-26 00:00:00,0.301068759,4.200569508,13.32690854,0.763636186,72962.11255
294,62,M,East Amanda,High,"Engineer, civil (contracting)",PhD,Divorced,5,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,34,1,TRUE,FALSE,0.154556495,18,6,248,340.0654744,84320,2021-08-25,2022-03-01,4.675699224,1.303758201,2.237891178,9,-29,2021-01-28,13,0.609395031,4.516134142,Negative,Mobile Deposit,,Low,51.6720252,17.91479646,751995,26.16719919,2021-12-26,Debit,2021-08-25 00:00:00,0.334391302,8.918586368,3.957107921,0.538155219,24892.34472
295,37,M,East Gregory,High,Financial adviser,PhD,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,75,6,FALSE,TRUE,0.530715494,8,3,46,97.08400102,4462,2021-08-08,2023-04-30,4.450308357,3.218416427,2.136589652,7,60,2022-12-24,19,0.507203166,1.167777215,Neutral,Mobile Deposit,Fees,Medium,47.24196611,29.77702799,551016,27.52983001,2022-05-15,Transfer,2021-08-08 00:00:00,0.789328981,9.863790197,2.955657289,0.303475957,54348.30207
296,82,F,Harveybury,High,"Therapist, horticultural",Master,Widowed,4,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,6,6,FALSE,FALSE,0.775959716,17,1,761,248.2840142,188728,2021-11-15,2023-04-28,3.59384045,2.5286154,2.093686983,7,-35,2022-09-09,10,0.75606878,4.80149668,Negative,Investment Analytics,,High,26.83762015,487.23013,485839,20.33710544,2022-09-11,Credit,2021-11-15 00:00:00,0.583179111,7.599132798,16.03950997,0.228440723,72017.65732
297,25,Other,Durhamberg,Premium,"Chemist, analytical",Master,Widowed,4,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,40,3,TRUE,FALSE,0.475590787,2,4,750,108.182815,81000,2022-07-12,2021-04-04,2.743831204,3.796662128,3.027077934,5,83,2022-11-15,0,0.689609765,1.140315939,Negative,International Transfers,Fees,Medium,64.64154,288.1065936,727717,5.057931334,2022-08-08,Debit,2022-07-12 00:00:00,0.090435071,2.456302159,10.21413013,0.753092465,42294.87841
298,33,M,South Dana,High,"Engineer, civil (consulting)",Bachelor,Married,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,9,1,TRUE,FALSE,0.156894459,8,4,246,492.1644557,121032,2022-08-01,2022-11-15,1.656347037,1.147471669,4.765415723,5,94,2023-11-27,3,0.844928644,1.135707303,Neutral,International Transfers,Fees,High,32.30080301,177.7276152,241730,3.478965351,2023-01-16,Credit,2022-08-01 00:00:00,0.288875011,4.277775184,14.70323944,0.057762196,10295.27519
299,31,F,Scotttown,High,"Research officer, government",High School,Single,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,5,FALSE,TRUE,0.869725025,10,3,94,965.1835496,90710,2022-03-08,2022-12-18,4.211474101,2.790869577,4.79370658,3,-99,2023-09-19,18,0.562899153,2.735286533,Positive,International Transfers,Customer Service,Low,45.20899231,579.5896171,40459,25.09697325,2022-10-10,Transfer,2022-03-08 00:00:00,0.656465638,4.141979601,9.444017034,0.619768709,33394.28755
300,32,M,Santanaside,Premium,"Engineer, technical sales",High School,Widowed,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,64,1,FALSE,FALSE,0.673858852,8,8,829,522.3952307,432738,2022-12-04,2022-03-11,4.297800123,2.978253303,3.185546048,4,-27,2021-08-19,6,0.770890975,2.412026154,Negative,,App Issues,Low,28.82894019,112.2266144,437761,19.53191444,2023-04-08,Transfer,2022-12-04 00:00:00,0.385826161,5.253316329,7.361612209,0.9895786,61700.53241
301,83,M,North Scott,Premium,Contractor,PhD,Widowed,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,3,FALSE,TRUE,0.632527853,4,1,400,332.1136747,132800,2022-02-21,2021-01-24,2.448412117,4.378772489,4.474118001,6,96,2022-07-07,11,0.949792829,1.195718611,Negative,International Transfers,App Issues,Medium,38.62603904,612.2816412,261962,6.54261885,2023-02-14,Transfer,2022-02-21 00:00:00,0.632612013,6.824183033,12.16452828,0.918861642,17674.27158
302,49,F,Vanessaport,Medium,Ophthalmologist,High School,Widowed,4,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,90,8,TRUE,FALSE,0.651671298,19,3,370,907.2398636,335590,2022-06-25,2022-02-17,1.904989545,2.538695909,3.020908343,6,73,2023-11-30,12,0.962722296,4.16597069,Negative,Investment Analytics,,Medium,1.276409876,902.7895315,358892,6.28687918,2022-08-28,Transfer,2022-06-25 00:00:00,0.979690113,0.109924341,17.8824875,0.968215828,98234.89327
303,80,F,Vaughnmouth,Low,IT trainer,Master,Divorced,7,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,27,9,FALSE,FALSE,0.245060294,17,1,60,617.246345,37020,2023-11-02,2022-07-31,4.726773705,2.282456144,2.968252313,7,60,2021-02-12,17,0.93977699,1.262780429,Negative,Mobile Deposit,App Issues,Medium,50.72136991,99.37640071,871052,1.607334587,2023-12-01,Credit,2023-11-02 00:00:00,0.878116509,2.11747196,14.42019764,0.737626382,79904.32884
304,68,M,Jamesfurt,Low,Equities trader,Bachelor,Married,2,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,3,FALSE,FALSE,0.492313573,11,9,416,930.6986174,386880,2023-09-28,2022-06-06,2.875579882,2.556340629,1.152706215,6,-54,2021-10-30,3,0.900945972,1.242438442,Neutral,,,Low,51.52261203,974.8114384,225024,15.1806484,2023-11-05,Debit,2023-09-28 00:00:00,0.2324218,6.364839466,10.40888859,0.186570898,64476.36833
305,42,M,Rodriguezfurt,Low,Archaeologist,Bachelor,Widowed,1,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,55,9,TRUE,FALSE,0.325987439,16,3,169,965.5226657,163085,2022-05-30,2021-05-19,3.94484979,2.751233405,3.980394319,6,-43,2023-04-21,9,0.969010297,2.943062365,Negative,Budgeting Tools,Customer Service,High,52.92619896,574.3138496,177864,3.588100117,2023-07-08,Debit,2022-05-30 00:00:00,0.115757228,3.435767903,3.847843099,0.962716214,57847.32477
306,75,F,Baileyport,Low,Optometrist,Master,Married,1,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,17,7,FALSE,FALSE,0.833527492,16,5,444,937.2837884,416028,2021-04-15,2022-09-23,3.486731343,2.01813308,3.548938321,5,-33,2022-03-28,8,0.984425959,2.396534638,Neutral,,Customer Service,Medium,48.78516865,230.6536426,618268,11.55255904,2023-10-31,Transfer,2021-04-15 00:00:00,0.710363634,2.278698068,4.088820949,0.898935843,31580.02179
307,80,M,Port Dominiqueview,Low,Animal nutritionist,Bachelor,Single,7,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,64,8,TRUE,FALSE,0.588763805,15,4,405,695.2667379,281475,2021-07-09,2022-09-07,3.798528952,1.181027477,2.468590714,6,19,2021-10-18,14,0.642213494,1.566191073,Positive,International Transfers,,High,43.17441421,402.2351296,907954,6.000693404,2022-07-13,Transfer,2021-07-09 00:00:00,0.03129927,7.116452548,18.361141,0.241654783,41939.52262
308,79,M,New Michelleton,Medium,Camera operator,PhD,Married,3,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,56,6,TRUE,FALSE,0.717293808,13,9,254,506.8125092,128524,2023-05-18,2023-11-04,1.074186873,4.961208064,1.587902319,3,-82,2023-01-02,14,0.743866745,1.490576764,Neutral,Investment Analytics,,Medium,66.83016078,474.8273903,24025,21.86655573,2023-09-06,Transfer,2023-05-18 00:00:00,0.370207765,8.30016595,6.665663061,0.796288024,59708.50763
309,39,F,Wallport,Medium,Charity officer,Bachelor,Divorced,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,5,FALSE,TRUE,0.660301403,8,9,452,297.2681468,134244,2022-07-21,2022-10-26,3.504993331,4.061914355,4.961532793,8,30,2023-10-17,13,0.854803335,4.879430835,Positive,,App Issues,High,20.95556194,92.72120074,865826,0.157208279,2023-05-31,Debit,2022-07-21 00:00:00,0.172534119,9.117502884,16.93089479,0.401002357,27936.54774
310,75,M,New Laurie,High,Veterinary surgeon,High School,Divorced,5,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,86,8,TRUE,FALSE,0.483720411,12,5,519,941.9264784,488379,2021-04-01,2021-01-13,3.198636997,4.941796231,4.266875249,6,35,2021-03-05,12,0.754030041,3.573996875,Negative,International Transfers,Fees,High,57.88832852,695.5742634,706049,11.35520269,2021-08-22,Credit,2021-04-01 00:00:00,0.010779295,8.906679564,17.7524256,0.67663072,43551.70983
311,75,M,Lake James,Medium,Risk analyst,Bachelor,Married,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,2,TRUE,FALSE,0.804855274,2,1,987,549.5479065,541863,2021-01-08,2021-08-22,4.01396688,3.650997157,3.50904329,3,29,2022-05-16,1,0.953762438,1.836367085,Positive,Mobile Deposit,Customer Service,Medium,90.12584088,904.1081204,864595,1.342022966,2023-02-18,Transfer,2021-01-08 00:00:00,0.791354442,7.085684584,12.77151202,0.320857307,29081.58393
312,66,Other,Ericaberg,High,Research scientist (maths),Bachelor,Divorced,7,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,44,7,TRUE,FALSE,0.615366816,4,0,747,995.4274422,743265,2022-11-15,2022-11-14,4.750920226,4.531780683,1.066505392,8,2,2023-06-02,9,0.987295229,2.284715263,Positive,Investment Analytics,Customer Service,Low,12.82256746,869.6404542,775290,1.487223812,2022-12-11,Credit,2022-11-15 00:00:00,0.832651961,9.478016568,7.778788707,0.145791616,91060.67214
313,69,F,Lake Debbieport,High,Land,Master,Widowed,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,61,1,TRUE,FALSE,0.226785462,7,4,326,919.1090823,299594,2021-09-25,2022-12-01,4.319696702,2.801239749,4.479094004,1,-7,2023-01-07,1,0.74807872,3.647594843,Positive,International Transfers,Transaction Delays,Low,16.07778812,438.9024449,25551,2.8707087,2022-01-15,Debit,2021-09-25 00:00:00,0.226528546,9.167683804,10.93416243,0.662175562,5007.982438
314,59,Other,Johnsonstad,Medium,Neurosurgeon,Master,Divorced,3,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,64,7,TRUE,FALSE,0.290747906,2,2,276,384.9391877,105984,2022-06-21,2023-03-23,2.768709174,2.396618254,3.439217265,1,-94,2022-02-27,9,0.665372105,1.349351063,Neutral,,App Issues,Low,86.75988464,27.09736601,885525,8.236386703,2023-07-18,Transfer,2022-06-21 00:00:00,0.461354739,2.028278314,0.750923131,0.097987533,57761.45898
315,32,Other,North Renee,Premium,Chief of Staff,High School,Single,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,54,6,FALSE,FALSE,0.826967432,15,2,172,876.6363369,150672,2021-11-27,2021-03-01,3.382321779,4.975140924,1.632027636,5,-87,2021-07-02,6,0.703533911,2.429622792,Positive,Investment Analytics,App Issues,Medium,90.74856854,980.0790027,719352,23.49624585,2022-08-06,Credit,2021-11-27 00:00:00,0.640996235,2.112347166,0.030651924,0.121360442,91526.89029
316,71,Other,Julieburgh,Low,"Psychologist, clinical",Master,Married,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,37,4,TRUE,FALSE,0.94123136,3,9,300,539.3996867,161700,2023-06-24,2021-12-26,1.95429027,1.678037463,4.25647678,4,-27,2022-02-01,9,0.839293906,1.11183885,Negative,International Transfers,Fees,Medium,77.17497628,93.40005873,588057,16.35447624,2023-10-27,Debit,2023-06-24 00:00:00,0.378129693,4.562590437,6.442288025,0.22740669,77523.08171
317,77,M,East Kristin,Low,"Restaurant manager, fast food",High School,Married,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,3,3,TRUE,FALSE,0.548003637,8,4,140,745.1945383,104300,2023-05-26,2022-02-02,1.009600087,1.866999304,3.414308646,7,41,2023-02-13,6,0.863124423,3.422103775,Negative,,Transaction Delays,High,7.931148884,765.2591332,797202,4.187025486,2023-12-04,Debit,2023-05-26 00:00:00,0.854815114,3.329638273,13.87205831,0.847020061,77856.67997
318,25,M,Alyssaview,Medium,Optometrist,PhD,Single,2,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,14,9,FALSE,TRUE,0.38554066,6,2,59,486.1287018,28674,2021-01-20,2022-11-08,1.581155571,3.672682074,3.123277266,2,60,2021-08-10,0,0.689031775,4.417896585,Neutral,Budgeting Tools,,Medium,11.25137556,315.4397845,906934,11.71225592,2021-10-09,Debit,2021-01-20 00:00:00,0.58100974,9.677017607,13.22219289,0.441728649,6722.075404
319,70,Other,West Robin,Low,Sub,High School,Single,4,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,20,6,TRUE,FALSE,0.62501188,17,5,462,989.4963982,456918,2021-08-18,2022-11-24,1.288958775,2.021206226,1.559816726,2,100,2022-07-15,8,0.923188973,4.608775738,Negative,Budgeting Tools,,High,87.54848757,890.0277672,501681,27.3616572,2022-09-10,Debit,2021-08-18 00:00:00,0.347652022,7.311953359,5.270051137,0.480706629,73504.71318
320,77,Other,Coffeyport,Medium,"Scientist, water quality",Bachelor,Single,4,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,20,6,FALSE,TRUE,0.48350667,16,6,234,404.8873429,94536,2021-06-04,2023-09-09,3.999469864,2.723383426,2.018894456,6,19,2023-07-10,9,0.563006071,3.578997691,Neutral,International Transfers,Fees,High,99.77566674,905.4437718,756069,12.62712439,2022-01-13,Debit,2021-06-04 00:00:00,0.817178127,3.843638785,18.5128062,0.664122862,39561.57432
321,22,Other,Lindamouth,Medium,Actuary,High School,Single,4,Referral,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,50,1,TRUE,TRUE,0.841694658,5,5,674,104.8363015,70096,2021-11-02,2023-08-30,1.750585229,4.728804389,3.761887941,2,-82,2023-12-16,14,0.511897519,4.23507329,Neutral,Investment Analytics,Fees,Low,83.48557706,383.2330134,134433,28.4473043,2022-01-09,Credit,2021-11-02 00:00:00,0.15228509,2.197515048,7.108556751,0.900845961,52528.51527
322,23,M,East Karenbury,Medium,Administrator,PhD,Widowed,3,Referral,Regular,FALSE,FALSE,FALSE,TRUE,FALSE,1,85,5,FALSE,TRUE,0.832994613,9,9,244,859.6453485,209596,2021-03-15,2021-03-14,1.445476234,2.063133268,2.400557766,5,-80,2021-12-25,12,0.989878789,4.045095671,Positive,,,High,93.95353546,350.4749387,264413,27.57606855,2022-10-17,Transfer,2021-03-15 00:00:00,0.109986511,7.769123878,9.729902671,0.663287395,67129.99077
323,64,Other,Coffeyside,Low,Electrical engineer,Bachelor,Divorced,2,Online,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,77,7,FALSE,TRUE,0.456153612,4,7,812,758.5758954,615496,2023-01-27,2021-10-06,2.140154898,3.042700683,2.386193143,8,-47,2022-06-28,2,0.960153266,1.082163366,Positive,Investment Analytics,Fees,Medium,92.23399577,905.0833201,531246,11.91436053,2023-11-22,Credit,2023-01-27 00:00:00,0.957761091,6.660714084,8.345521973,0.955944249,61725.51103
324,72,Other,Christopherfurt,Medium,"Engineer, manufacturing",High School,Divorced,6,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,34,4,FALSE,FALSE,0.80458222,14,3,593,134.9207475,79462,2021-10-31,2023-09-14,4.734496188,3.946692591,1.721066911,9,14,2022-12-16,13,0.652881154,1.683659256,Positive,,Transaction Delays,Low,27.99457259,670.8017913,372675,19.45669314,2023-12-08,Credit,2021-10-31 00:00:00,0.722090555,6.392970441,1.712560198,0.063971933,57964.92005
325,57,F,West Amandamouth,High,Aid worker,Master,Widowed,5,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,3,2,FALSE,FALSE,0.192956339,1,5,296,509.7663606,150664,2023-05-31,2021-11-15,2.099032737,1.287329021,1.823283438,2,-41,2022-11-10,10,0.977999345,1.263438755,Negative,Budgeting Tools,Customer Service,Medium,43.86302187,29.95409716,912352,23.63153605,2023-08-30,Credit,2023-05-31 00:00:00,0.870721081,8.832575922,14.28398735,0.844437929,32290.98629
326,69,F,Emilyview,Medium,Air traffic controller,Master,Single,3,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,9,TRUE,TRUE,0.373914034,14,2,980,681.8451022,667380,2021-09-19,2023-08-02,3.627542005,1.288401438,3.697122375,3,58,2023-03-12,18,0.656450298,2.120231524,Negative,Budgeting Tools,,Medium,85.79367798,114.0203146,370588,5.404260724,2023-10-11,Credit,2021-09-19 00:00:00,0.951243072,2.583182974,17.98912648,0.671098937,51678.48703
327,33,M,Carsonstad,Low,Theatre director,Master,Married,1,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,6,TRUE,FALSE,0.079601794,8,9,642,415.7119504,266430,2021-03-27,2022-11-18,4.334368736,3.983632744,4.687370572,3,30,2023-05-05,7,0.736024277,1.336726504,Positive,International Transfers,Customer Service,Low,41.97926109,130.4999359,997651,15.90752931,2023-10-09,Debit,2021-03-27 00:00:00,0.613090051,1.480766148,5.027487843,0.510671604,4652.307984
328,30,F,Lake Jesustown,Low,Clinical biochemist,High School,Married,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,91,9,TRUE,TRUE,0.807794248,5,6,701,909.5984237,637209,2022-09-24,2023-08-06,4.3156766,4.680233073,1.217240001,2,-33,2022-07-20,13,0.764187267,3.036535409,Neutral,,Fees,Low,32.16368532,997.6817077,900332,3.094328377,2023-08-19,Credit,2022-09-24 00:00:00,0.440801508,8.740192112,7.666792256,0.224190067,38482.55493
329,47,F,Rosebury,Low,"Lecturer, higher education",High School,Married,3,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,11,8,TRUE,TRUE,0.975243132,3,5,533,943.726903,502619,2023-01-17,2023-04-28,4.774855289,3.36731239,2.969529479,6,59,2022-09-26,12,0.819337655,1.766863542,Positive,Mobile Deposit,Fees,Medium,8.724266213,317.2936926,410241,15.09956187,2023-07-31,Transfer,2023-01-17 00:00:00,0.977470958,0.302773401,4.767386042,0.302103132,47701.54089
330,36,F,Lake Madisonport,Low,Patent examiner,PhD,Single,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,53,1,FALSE,TRUE,0.57676432,13,5,652,869.8044423,566588,2021-03-23,2021-04-25,2.449719274,1.152670505,4.82463611,7,-54,2022-01-26,15,0.762832723,1.682040341,Positive,Investment Analytics,Customer Service,Medium,29.63013857,187.2027807,724165,3.849596141,2023-09-24,Transfer,2021-03-23 00:00:00,0.601158222,9.89787723,13.05192076,0.139122179,40608.85133
331,34,M,Wilsonton,High,Clinical research associate,Bachelor,Widowed,1,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,29,2,TRUE,TRUE,0.766496295,8,2,510,535.4905645,272850,2023-01-03,2023-12-04,2.951919056,2.80730542,3.140993967,1,78,2021-03-26,1,0.955715536,4.937285824,Negative,Budgeting Tools,Fees,Medium,98.41734343,972.4071248,9989,23.2416874,2023-11-12,Credit,2023-01-03 00:00:00,0.985574939,2.524250527,19.0647313,0.531486683,48427.8317
332,80,F,West Wendyville,Low,Stage manager,Bachelor,Widowed,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,2,FALSE,TRUE,0.401594099,0,0,252,459.0245968,115668,2022-03-07,2022-09-06,1.950270876,3.88183833,2.693337605,4,-84,2023-12-02,4,0.779946493,4.65927957,Positive,,Customer Service,Medium,93.00404707,361.4131264,775941,18.47437296,2023-12-15,Credit,2022-03-07 00:00:00,0.251893961,5.29924038,5.305266717,0.677028713,30628.17905
333,36,M,East Paigeberg,High,Conference centre manager,Bachelor,Widowed,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,2,TRUE,FALSE,0.561553,18,1,973,589.1815961,573097,2022-05-27,2022-10-09,1.259611494,3.527149649,2.161495214,2,51,2022-12-05,7,0.515067756,1.797271957,Neutral,Investment Analytics,App Issues,High,84.42312256,219.6538398,886730,19.42329051,2023-05-04,Credit,2022-05-27 00:00:00,0.897997432,9.0658054,10.54754642,0.711007665,91280.52443
334,75,Other,Chavezside,High,"Therapist, speech and language",Bachelor,Divorced,3,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,79,4,FALSE,TRUE,0.347355712,9,9,449,521.8845223,233929,2021-07-30,2021-02-08,4.912706242,1.792723726,4.017899623,1,-18,2021-09-09,1,0.58830812,1.826961051,Negative,Mobile Deposit,,Medium,76.15929474,736.7320308,420517,7.371805926,2022-07-29,Credit,2021-07-30 00:00:00,0.463268361,3.947444202,18.74324316,0.084713762,98005.88775
335,72,F,Matthewsberg,Low,"Scientist, research (physical sciences)",High School,Divorced,4,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,29,7,TRUE,FALSE,0.696847368,17,9,466,107.7301442,49862,2022-12-26,2022-03-03,4.466621772,1.212502543,4.580943838,8,-49,2023-06-07,10,0.979082964,3.93360516,Positive,Mobile Deposit,Fees,Low,27.66851257,775.0011027,742446,18.25885775,2023-10-20,Transfer,2022-12-26 00:00:00,0.228642825,2.826666038,0.373519728,0.469475115,29011.0804
336,79,M,Penafort,Medium,"Administrator, Civil Service",High School,Divorced,1,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,64,7,TRUE,TRUE,0.246244926,18,2,590,790.1835232,466100,2023-04-13,2022-11-11,2.260120285,4.557224119,4.959383533,8,-38,2023-07-21,18,0.522272663,3.624494449,Positive,Investment Analytics,Transaction Delays,Low,26.62802591,870.3059755,83762,22.46827959,2023-07-02,Debit,2023-04-13 00:00:00,0.770327849,0.21882226,10.49842319,0.170748453,73309.61454
337,40,F,Crosbyview,Premium,Financial risk analyst,PhD,Divorced,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,44,1,TRUE,TRUE,0.153242251,5,0,223,941.646573,209843,2021-11-13,2022-12-26,4.159606261,1.903524766,2.235308679,4,60,2022-12-12,8,0.878047014,2.211208866,Neutral,,Transaction Delays,Medium,50.24378248,124.839206,413787,9.313878588,2023-08-29,Debit,2021-11-13 00:00:00,0.128849707,8.984180545,13.57896836,0.723354779,90063.62655
338,26,Other,Lake Mitchellmouth,High,Multimedia programmer,Bachelor,Married,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,22,8,TRUE,TRUE,0.898559099,2,7,88,495.7321155,43560,2022-04-30,2021-05-16,4.318832208,4.983100507,1.508897277,6,33,2022-08-14,12,0.988309864,4.463683628,Negative,International Transfers,Customer Service,Low,56.79752285,241.6205422,419977,28.40951405,2022-11-03,Credit,2022-04-30 00:00:00,0.969674452,5.608759844,18.42557453,0.726047236,33231.12992
339,29,M,Sampsonstad,Medium,"Lecturer, further education",High School,Married,1,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,75,4,TRUE,FALSE,0.864281518,17,8,140,70.93615569,9800,2021-11-29,2021-11-02,1.980422939,1.461680754,3.89455068,4,81,2021-08-14,8,0.515018505,1.486853989,Negative,Budgeting Tools,Transaction Delays,Low,40.94353446,852.7627091,296472,11.29119403,2023-04-10,Transfer,2021-11-29 00:00:00,0.984769364,1.296480469,17.02104523,0.862560411,48661.61717
340,18,M,Lake Michaelstad,High,Public house manager,High School,Widowed,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,4,8,TRUE,FALSE,0.834960083,19,6,308,329.6074079,101332,2021-12-29,2022-07-29,4.735105137,1.457409813,4.323357819,8,79,2021-01-18,8,0.929976369,4.10082176,Neutral,International Transfers,App Issues,High,56.43720522,736.559572,64346,10.76728728,2023-11-30,Debit,2021-12-29 00:00:00,0.823969217,8.023165704,13.97606129,0.960888356,11956.28169
341,75,M,South Joshuaville,High,Research scientist (medical),High School,Divorced,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,83,9,TRUE,FALSE,0.821542595,9,6,729,131.3684499,95499,2023-04-25,2021-03-05,2.28191267,3.672517964,4.491537273,6,-61,2023-10-19,18,0.852123895,4.62743262,Negative,,,High,48.42719569,698.2263588,873244,11.55491581,2023-08-15,Transfer,2023-04-25 00:00:00,0.247398124,3.098392255,18.33205378,0.648235088,82052.98475
342,18,Other,Davisborough,Medium,"Geneticist, molecular",High School,Widowed,4,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,66,7,FALSE,TRUE,0.729504978,19,2,740,980.6038097,725200,2021-02-20,2022-11-26,3.271884616,2.080536912,3.416755484,9,76,2021-10-29,16,0.516371999,1.603964696,Neutral,International Transfers,Transaction Delays,Low,62.08319253,626.313152,524732,27.09166047,2023-03-31,Credit,2021-02-20 00:00:00,0.511585129,0.073001076,1.905701565,0.713444377,84344.98569
343,51,Other,North Kristinbury,High,Herpetologist,Bachelor,Single,2,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,65,3,TRUE,FALSE,0.874759738,3,8,526,145.5443016,76270,2022-01-03,2023-02-08,4.190533673,4.897571557,4.841330232,7,15,2023-08-14,15,0.799458489,3.228443208,Neutral,,Fees,Low,53.15525359,886.9488413,210782,9.213282605,2022-09-29,Credit,2022-01-03 00:00:00,0.587463195,4.224881057,15.67882547,0.265999305,24329.26335
344,65,Other,Port Anne,Medium,"Therapist, occupational",Bachelor,Divorced,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,3,FALSE,TRUE,0.210214323,7,8,914,89.79141449,81346,2022-11-12,2023-12-31,3.360364794,1.948072363,1.448364579,7,22,2021-11-04,0,0.958069934,1.228229745,Negative,Mobile Deposit,Transaction Delays,High,22.51819112,360.1093752,88903,18.40909933,2022-12-29,Debit,2022-11-12 00:00:00,0.720411214,7.759093628,13.47734263,0.994944628,34388.09276
345,18,M,Port Kathyborough,Medium,Communications engineer,High School,Divorced,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,83,5,FALSE,FALSE,0.870402708,15,4,664,526.7129425,349264,2023-04-24,2021-12-06,2.037918739,3.494445122,2.231866957,7,63,2023-12-08,9,0.722610681,4.239088009,Neutral,International Transfers,Transaction Delays,Low,53.26489578,791.4386582,151163,7.917556052,2023-07-09,Debit,2023-04-24 00:00:00,0.285301936,8.071640783,16.00158248,0.484444614,46985.65382
346,33,Other,Port Molly,Premium,Pathologist,Master,Widowed,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,1,7,FALSE,TRUE,0.917791644,1,6,666,74.36654477,49284,2022-05-24,2023-03-09,4.730914425,2.625673501,2.198795395,4,46,2022-08-17,5,0.871737449,3.911505378,Positive,International Transfers,App Issues,Medium,53.32999554,355.6474711,942194,23.27480437,2022-07-09,Credit,2022-05-24 00:00:00,0.936834118,4.771839162,5.047400499,0.212694469,90884.64274
347,78,F,Kimtown,High,"Accountant, chartered certified",PhD,Widowed,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,7,FALSE,FALSE,0.716003793,18,0,478,637.701387,304486,2022-07-01,2022-01-19,1.013792258,1.361181149,2.595211793,10,-65,2021-11-30,2,0.662836539,2.876076763,Positive,Mobile Deposit,Transaction Delays,Medium,7.202502475,794.7318429,966051,29.6538505,2022-07-27,Debit,2022-07-01 00:00:00,0.855896648,9.354047538,17.14277232,0.45681825,94722.29101
348,81,Other,Micheleberg,Medium,Web designer,Bachelor,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,9,TRUE,TRUE,0.599351433,14,5,957,870.3637788,832590,2021-11-23,2021-08-28,3.099513894,3.831973449,4.003529701,7,28,2022-09-14,18,0.696902826,2.166042392,Positive,International Transfers,Transaction Delays,Medium,26.87207701,150.4738289,293938,29.21418703,2022-07-02,Debit,2021-11-23 00:00:00,0.293399072,9.977363159,17.1629701,0.366813956,40026.64829
349,80,M,New John,Low,"Engineer, production",Bachelor,Widowed,7,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,39,1,FALSE,FALSE,0.236070307,7,9,708,257.8915578,181956,2021-08-10,2022-09-24,1.17899973,4.161704349,1.080929386,9,-58,2023-09-25,14,0.844284978,1.718135329,Negative,International Transfers,App Issues,High,60.35434985,634.5501941,641089,3.555158337,2023-10-30,Transfer,2021-08-10 00:00:00,0.377897016,0.897024908,0.09382776,0.400058266,33218.41902
350,39,F,North Donna,High,"Nurse, children's",Master,Divorced,1,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,98,3,FALSE,TRUE,0.866160698,16,0,576,927.8844237,533952,2023-02-23,2022-10-07,3.61915912,4.306269533,1.069442658,4,-24,2022-08-14,16,0.51529721,3.893600947,Positive,Mobile Deposit,Customer Service,Low,42.56044904,264.5415311,403393,24.33905455,2023-11-30,Transfer,2023-02-23 00:00:00,0.017540161,0.400772689,6.220228894,0.622159647,1549.10398
351,84,Other,East Alexisbury,High,Mental health nurse,Bachelor,Married,6,Referral,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,52,1,FALSE,TRUE,0.576827408,12,9,168,649.6312501,109032,2021-03-21,2021-03-06,1.169627875,2.95994986,1.549014839,9,52,2021-05-13,7,0.866426024,3.773260772,Positive,Mobile Deposit,App Issues,Low,80.43028046,248.0079011,356500,19.42670614,2022-02-15,Debit,2021-03-21 00:00:00,0.892325327,5.321685668,6.063135117,0.718992134,50172.8466
352,43,F,Alfredview,High,Travel agency manager,Master,Single,6,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,58,6,FALSE,FALSE,0.610669295,2,5,669,170.8880327,113730,2023-08-22,2022-07-11,1.226752282,4.903607204,1.743020406,1,-25,2022-08-27,5,0.631497714,3.08386189,Negative,Investment Analytics,App Issues,Medium,7.145889984,36.67774299,103251,22.69302962,2023-08-22,Credit,2023-08-22 00:00:00,0.882185628,5.910960383,12.13525872,0.207672846,89112.94527
353,33,F,East Judyhaven,Premium,Logistics and distribution manager,Master,Single,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,7,TRUE,FALSE,0.606561325,9,5,146,647.9823222,94462,2022-04-01,2023-04-28,2.972630918,4.199079044,4.956643142,3,56,2021-02-01,19,0.924212792,1.567389815,Neutral,International Transfers,Customer Service,Low,13.5871313,898.1911658,8998,11.45345309,2022-10-01,Transfer,2022-04-01 00:00:00,0.220610607,0.397123424,17.39110773,0.972380479,67972.46117
354,68,M,Lake Brycemouth,High,Contractor,High School,Divorced,4,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,62,2,TRUE,FALSE,0.866779478,12,6,708,82.04346883,58056,2022-02-13,2021-06-27,3.751351721,2.760488013,2.031757601,1,-11,2023-07-19,11,0.779592886,1.206606162,Neutral,International Transfers,Transaction Delays,Medium,98.25269584,708.8524139,352997,10.42871103,2023-01-21,Credit,2022-02-13 00:00:00,0.964061355,3.704043554,0.305326367,0.592322943,23767.63165
355,74,F,Williamville,Medium,Barrister,Bachelor,Married,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,35,9,TRUE,FALSE,0.136977169,10,6,315,356.0368823,112140,2023-08-01,2023-10-15,2.683882291,1.397830028,2.829903947,3,-29,2021-03-25,0,0.644180539,1.132878212,Neutral,Budgeting Tools,,Medium,63.2403643,868.194777,398908,13.01779228,2023-10-27,Debit,2023-08-01 00:00:00,0.962465622,6.881489338,4.633243667,0.529083233,11441.04592
356,46,F,Gordonton,Low,Camera operator,PhD,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,5,FALSE,TRUE,0.061672332,0,9,635,25.81335285,15875,2022-12-18,2022-05-02,4.655896652,2.017527215,1.115988312,5,51,2022-03-22,3,0.841162533,4.531562996,Neutral,Mobile Deposit,Customer Service,Medium,60.98356051,794.5593281,370538,29.90921223,2023-01-19,Transfer,2022-12-18 00:00:00,0.441219594,3.532694525,9.888211249,0.009424064,37323.43436
357,64,M,Stephentown,Medium,Insurance risk surveyor,Master,Widowed,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,5,3,FALSE,TRUE,0.223983756,13,2,97,447.1540212,43359,2022-09-18,2023-02-01,4.708151831,4.088562989,4.721934296,5,-81,2022-08-03,6,0.957257753,1.493141347,Positive,,,Low,76.92757938,400.5109594,37639,4.87801258,2023-09-26,Credit,2022-09-18 00:00:00,0.116338398,3.526467237,19.83119631,0.677041008,73204.95767
358,79,M,South Melaniechester,High,Trade mark attorney,PhD,Married,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,7,TRUE,FALSE,0.491759757,1,6,440,833.6934584,366520,2022-04-12,2023-07-15,2.794811151,4.518635724,1.188416332,5,-54,2021-09-10,1,0.758707487,2.945066324,Neutral,Mobile Deposit,Transaction Delays,Medium,32.96744808,723.662675,268502,27.57249205,2022-11-11,Credit,2022-04-12 00:00:00,0.808228703,8.169998104,1.352157609,0.998746729,94346.99563
359,33,M,South Jennifermouth,High,Building services engineer,High School,Married,3,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,7,TRUE,TRUE,0.46941586,11,9,998,700.3454798,698600,2022-04-02,2022-09-12,3.408835293,3.649732463,4.609285983,1,25,2021-04-19,10,0.931044642,4.300846015,Neutral,International Transfers,App Issues,High,66.05806085,103.1138633,175850,16.14605301,2023-01-04,Debit,2022-04-02 00:00:00,0.456091356,0.371291309,16.42485897,0.671991227,38742.29189
360,65,F,North Marcberg,Medium,Community pharmacist,Bachelor,Divorced,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,32,1,FALSE,FALSE,0.512030996,3,1,365,206.7960446,75190,2021-02-18,2022-03-19,4.916271918,2.551686166,1.801187096,4,-36,2023-09-28,8,0.967950624,2.843985929,Neutral,Mobile Deposit,Customer Service,High,46.01218822,712.0516419,195244,19.77572222,2022-10-01,Transfer,2021-02-18 00:00:00,0.010340553,8.579476728,7.456417756,0.719187001,75468.45152
361,56,F,East Joshuashire,Medium,Secondary school teacher,High School,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,18,6,FALSE,FALSE,0.114335249,11,1,578,190.8574297,109820,2022-01-31,2023-12-12,4.286983516,2.423937934,4.63564843,6,-13,2022-09-19,0,0.687722469,1.044869456,Neutral,Mobile Deposit,Fees,High,36.80499204,926.9364753,900317,2.644513672,2023-12-31,Credit,2022-01-31 00:00:00,0.841400537,0.422405171,15.34270311,0.02948909,50683.87798
362,50,F,Oscarhaven,Medium,"Teacher, special educational needs",High School,Divorced,4,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,75,3,FALSE,TRUE,0.792892402,0,0,371,707.1502199,262297,2023-03-28,2022-09-12,1.537276306,2.435155171,2.322665309,5,84,2021-01-11,11,0.914676549,4.232241851,Neutral,Investment Analytics,,Medium,17.88197673,939.5484329,649640,24.84408275,2023-08-05,Credit,2023-03-28 00:00:00,0.847529868,0.126729613,8.483535953,0.881261426,53453.24602
363,40,M,Shawnchester,Medium,Historic buildings inspector/conservation officer,PhD,Widowed,5,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,42,7,FALSE,FALSE,0.302123944,9,1,780,669.5543242,521820,2022-11-04,2021-12-25,1.284543583,2.96587482,2.907171904,4,-77,2023-06-01,7,0.888856769,1.378106841,Neutral,Mobile Deposit,,Low,9.294040669,258.4551177,594387,2.684651113,2023-08-12,Credit,2022-11-04 00:00:00,0.266561753,4.131893129,5.451960876,0.907505935,58684.34874
364,27,Other,Port Jacquelineside,Medium,Clinical embryologist,PhD,Widowed,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,5,TRUE,FALSE,0.913229988,3,1,790,150.8119051,118500,2022-07-25,2021-08-18,3.277406219,3.903260108,3.843822249,1,88,2022-12-23,12,0.778197351,3.0354576,Neutral,Budgeting Tools,App Issues,Low,2.548543229,541.7323301,255937,20.5241624,2023-09-06,Credit,2022-07-25 00:00:00,0.581023274,0.053907575,8.583463647,0.877656849,27191.2499
365,51,F,South Shannon,Low,"Solicitor, Scotland",Master,Married,3,Branch,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,72,4,FALSE,TRUE,0.839963368,1,8,446,675.3688695,301050,2021-05-23,2023-02-06,4.370515879,1.652562307,3.972660274,5,100,2021-01-02,18,0.527540424,4.276805065,Positive,International Transfers,App Issues,Medium,30.90005942,159.257574,880858,19.09902007,2022-09-27,Debit,2021-05-23 00:00:00,0.88047172,1.519588594,8.688588624,0.733247317,27763.95941
366,69,Other,South Matthew,Medium,"Horticulturist, commercial",Bachelor,Divorced,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,82,7,TRUE,FALSE,0.063462325,12,2,410,782.9409282,320620,2022-07-26,2021-03-18,4.028751636,1.083609365,1.136119958,2,-5,2021-04-13,19,0.901632516,3.280772743,Neutral,Investment Analytics,Fees,Medium,2.691173836,648.5237994,46004,29.67087971,2022-12-17,Transfer,2022-07-26 00:00:00,0.592382701,3.479024423,16.25424812,0.204290838,57972.68962
367,27,M,Rossville,Medium,Equities trader,High School,Married,5,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,95,7,TRUE,TRUE,0.053563918,7,0,654,768.6441607,502272,2022-12-21,2022-02-18,3.506224913,1.305815166,1.077814934,4,5,2022-05-30,5,0.526340892,1.796061785,Negative,International Transfers,,Medium,28.12716917,302.7746401,640716,26.2927486,2023-03-23,Debit,2022-12-21 00:00:00,0.121576458,3.485472942,15.4655591,0.195624758,39733.68905
368,36,F,Ronaldview,Medium,Exercise physiologist,Master,Divorced,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,91,8,TRUE,FALSE,0.628978534,1,1,777,411.5433011,319347,2023-11-10,2021-07-09,4.339602899,3.663392139,2.286679707,4,87,2021-10-10,3,0.983631612,1.5005702,Neutral,International Transfers,Fees,Low,62.8992223,490.4047745,550975,11.52278298,2023-12-14,Credit,2023-11-10 00:00:00,0.220302659,1.261284351,1.413911757,0.739447083,30296.15126
369,75,Other,Stephaniefort,Low,Occupational psychologist,Master,Widowed,5,Branch,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,91,5,FALSE,TRUE,0.077276077,2,9,714,816.001889,582624,2023-03-30,2023-06-28,1.520706517,4.3948284,3.046334712,8,-98,2022-12-19,10,0.72833185,4.944686595,Positive,Mobile Deposit,Transaction Delays,High,16.23075459,63.17414196,270424,27.17158868,2023-12-29,Debit,2023-03-30 00:00:00,0.580295586,7.527698692,16.18303265,0.226443286,68378.35376
370,18,F,North Marieland,High,Senior tax professional/tax inspector,High School,Single,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,94,4,TRUE,FALSE,0.571837959,14,7,263,395.9141986,103885,2022-11-10,2023-11-03,2.883325977,2.626293012,4.493519791,2,1,2022-08-04,11,0.513389988,1.99282458,Neutral,Budgeting Tools,Fees,High,45.68079326,334.5124079,661933,2.351929293,2023-03-07,Debit,2022-11-10 00:00:00,0.285611501,5.100243802,3.466179384,0.17254456,7177.766328
371,21,F,Davisstad,Medium,Publishing rights manager,High School,Single,1,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,60,1,FALSE,TRUE,0.079163634,6,9,873,649.2556764,566577,2021-02-26,2021-02-21,4.157334639,2.350657,1.723812629,2,-4,2023-10-26,8,0.615270326,1.055983563,Negative,Budgeting Tools,,High,15.57890769,966.7508351,925030,8.206566219,2021-02-27,Credit,2021-02-26 00:00:00,0.338323579,7.256194007,0.236115481,0.886715123,13854.27415
372,33,F,New Brian,High,Lobbyist,Master,Divorced,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,99,4,FALSE,FALSE,0.479348419,9,1,431,762.7118643,328422,2021-08-25,2023-09-16,1.639636819,1.079957312,2.490698896,5,-92,2021-11-14,1,0.614768097,2.489282844,Positive,Investment Analytics,,Medium,36.84032192,709.4827424,479310,27.91554653,2022-06-28,Debit,2021-08-25 00:00:00,0.981879383,4.152183749,3.870528805,0.627665742,15092.23953
373,41,Other,Elizabethchester,High,Aid worker,High School,Divorced,4,Referral,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,12,1,FALSE,TRUE,0.419106634,19,3,698,757.922751,528386,2022-06-19,2023-10-22,2.493721873,1.243550596,2.741590022,3,-100,2021-06-26,11,0.931788121,3.936125908,Negative,Investment Analytics,,Low,86.84292685,239.5597956,288026,15.92733555,2023-10-12,Credit,2022-06-19 00:00:00,0.260607981,0.513044319,1.905126032,0.20385782,37474.70203
374,19,M,Morganchester,Medium,Theatre director,High School,Married,5,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,41,7,TRUE,FALSE,0.590934014,10,8,788,353.4946478,278164,2022-01-01,2021-11-12,2.836888038,4.018985537,2.950838533,5,-88,2022-07-09,15,0.536991178,2.661386296,Positive,,,Low,69.14247282,43.95214815,359577,9.109422627,2022-09-04,Credit,2022-01-01 00:00:00,0.41738245,9.190931364,6.174512072,0.103568896,91478.89639
375,49,F,West Carolinestad,Medium,Corporate treasurer,PhD,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,6,TRUE,FALSE,0.356194992,13,8,591,575.1058163,339825,2022-06-28,2022-01-25,1.300016026,1.358392104,3.819390686,2,-80,2021-10-20,15,0.5862479,1.633514359,Positive,Budgeting Tools,Customer Service,High,74.13997114,670.8193011,480814,5.595310652,2023-02-22,Credit,2022-06-28 00:00:00,0.441416122,1.3479234,18.40380767,0.236713926,92313.85809
376,41,M,New Williamberg,Premium,Orthoptist,Bachelor,Single,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,7,TRUE,FALSE,0.140047191,18,6,952,617.8027859,587384,2021-03-20,2022-11-28,1.090082064,4.313496357,4.639612208,4,-26,2022-02-07,3,0.68352084,1.775957338,Negative,Investment Analytics,,High,48.12916136,922.2217934,850748,12.25741733,2021-05-26,Credit,2021-03-20 00:00:00,0.233108097,1.428825106,10.5699025,0.6236618,47430.87056
377,29,M,Walkerville,High,"Engineer, broadcasting (operations)",Master,Married,4,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,92,8,FALSE,TRUE,0.842116082,13,0,509,242.4997705,123178,2021-08-11,2023-09-18,3.030475655,4.124342581,1.516328919,9,64,2023-06-04,17,0.58864326,3.871607839,Neutral,International Transfers,,High,91.29137336,589.4534666,432811,27.82500345,2022-04-26,Credit,2021-08-11 00:00:00,0.752375046,2.930859806,2.084803476,0.415475298,1891.904781
378,67,Other,Meganstad,Premium,"Doctor, hospital",High School,Divorced,6,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,71,6,TRUE,TRUE,0.299300823,0,9,427,18.11532945,7686,2023-06-09,2023-12-09,4.627910983,4.277855701,2.880814101,7,-24,2021-06-15,7,0.595975819,4.736001254,Positive,International Transfers,App Issues,High,15.6377804,437.587687,499711,27.95030697,2023-09-09,Transfer,2023-06-09 00:00:00,0.397976032,5.323539769,15.27913884,0.0925257,37656.10621
379,52,Other,Port Joshuabury,High,"Designer, industrial/product",Master,Widowed,4,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,85,2,TRUE,TRUE,0.06746292,6,4,370,108.2914895,39960,2022-12-09,2022-09-28,1.410504492,3.743729062,4.939311036,9,61,2022-08-19,3,0.606517428,2.072072525,Negative,International Transfers,Transaction Delays,Medium,12.85652674,827.9851962,121810,18.57036475,2023-04-29,Transfer,2022-12-09 00:00:00,0.310006917,3.112241206,11.70567895,0.483241475,81222.29892
380,50,M,Bruceside,Low,"Engineer, structural",Bachelor,Married,7,Branch,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,64,2,FALSE,FALSE,0.500594824,4,4,866,44.23708704,38104,2022-10-05,2022-11-02,1.517854731,1.084150939,3.396589548,1,92,2022-03-25,12,0.571240161,4.714951248,Negative,Investment Analytics,,Medium,32.45806566,514.6139991,512283,2.672684295,2023-04-16,Credit,2022-10-05 00:00:00,0.775411635,6.376261912,0.881924977,0.110237655,18940.58234
381,50,F,New Sarahview,Low,Training and development officer,Master,Married,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,9,TRUE,FALSE,0.877675006,6,1,956,305.6610335,291580,2023-06-13,2021-10-21,1.23048438,2.773708674,4.394373482,10,-48,2021-03-07,17,0.809283177,1.513522846,Neutral,Budgeting Tools,Transaction Delays,Low,10.76485961,890.1433319,562544,12.85315302,2023-12-17,Debit,2023-06-13 00:00:00,0.826123098,5.472236367,10.72463416,0.41195952,79668.53552
382,78,Other,East Joshuaport,Medium,Town planner,Master,Divorced,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,6,TRUE,TRUE,0.280720225,12,6,180,332.6853331,59760,2023-11-14,2021-07-21,2.448625679,1.628714096,4.558917446,7,-32,2023-08-28,2,0.535413828,1.371590342,Positive,International Transfers,App Issues,Low,30.85947854,668.3689124,886499,16.74707956,2023-12-31,Debit,2023-11-14 00:00:00,0.498634636,6.525739692,13.96322684,0.120495555,92544.81012
383,68,F,Michaelburgh,Medium,Risk analyst,Master,Widowed,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,6,TRUE,TRUE,0.450752937,6,0,115,867.3313978,99705,2021-08-25,2023-11-24,2.575951824,2.352405416,1.28415847,4,3,2022-12-28,5,0.678315336,1.680590438,Neutral,International Transfers,,Low,57.11941325,57.87039887,905299,22.21773592,2023-08-07,Transfer,2021-08-25 00:00:00,0.840277109,0.932715613,3.95610502,0.475905955,84217.55035
384,60,F,New Diane,Medium,Data scientist,PhD,Single,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,35,1,FALSE,TRUE,0.402567874,18,0,728,133.6801137,96824,2023-02-28,2021-09-29,4.933276954,3.229611162,2.923717411,4,-82,2022-05-25,9,0.835903684,2.569448854,Negative,Investment Analytics,App Issues,Low,41.04180177,624.4181027,9401,27.37550881,2023-04-11,Transfer,2023-02-28 00:00:00,0.984488113,9.345793397,19.7057916,0.976736036,3057.645666
385,29,F,East Joycetown,High,"Buyer, retail",Bachelor,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,86,8,TRUE,TRUE,0.048387989,12,9,706,193.2401039,136258,2022-01-25,2022-02-25,4.291507744,3.927754433,4.847455186,1,86,2023-03-03,4,0.655172534,3.14074849,Positive,Investment Analytics,App Issues,High,44.26399402,412.8003906,925800,29.88093887,2023-02-11,Credit,2022-01-25 00:00:00,0.433434786,3.799313344,15.04563545,0.462249383,80327.93497
386,84,M,Lake Alyssafurt,Medium,Film/video editor,Bachelor,Divorced,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,80,8,FALSE,FALSE,0.868346966,15,0,532,623.8266065,331436,2022-06-06,2021-03-16,2.462053847,1.928704159,1.597032238,8,32,2023-05-16,14,0.671889439,1.918683526,Negative,Budgeting Tools,Transaction Delays,Medium,17.00365692,513.9912275,292292,12.33842276,2023-10-12,Credit,2022-06-06 00:00:00,0.178038013,7.16001082,2.67103503,0.301563857,77572.56739
387,82,F,Chavezburgh,Medium,Production engineer,Master,Married,4,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,44,4,FALSE,TRUE,0.758881318,14,9,909,474.4597469,430866,2021-04-01,2023-07-30,2.522914377,2.339313093,1.753736666,7,31,2023-03-29,11,0.883988551,1.327909881,Neutral,Investment Analytics,Fees,High,45.07771552,629.6374392,195149,26.51805717,2022-01-25,Credit,2021-04-01 00:00:00,0.754670496,0.432402657,8.512316158,0.032370368,23563.36517
388,50,M,Larrymouth,High,Haematologist,Master,Divorced,5,Branch,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,9,7,TRUE,FALSE,0.095768893,18,6,793,993.3259035,787449,2023-06-13,2023-03-05,2.664964406,1.839844532,3.024229393,2,91,2021-07-20,6,0.892787937,3.943441174,Neutral,Mobile Deposit,Fees,High,92.18290761,814.240064,543365,24.82333038,2023-11-08,Credit,2023-06-13 00:00:00,0.760481143,8.282222726,9.158289773,0.093810055,56540.75078
389,57,M,North Ericton,High,Legal executive,Bachelor,Divorced,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,8,9,TRUE,FALSE,0.13216588,6,3,121,764.3418419,92444,2021-01-04,2023-12-06,3.361401793,4.936969235,1.532679064,8,-38,2022-06-20,15,0.870221044,2.17203062,Negative,Budgeting Tools,Fees,Low,7.233998872,218.7946668,151385,17.50158278,2022-02-13,Debit,2021-01-04 00:00:00,0.721816262,5.867990695,11.05365764,0.849160307,28254.84854
390,60,F,West Scottchester,Medium,Leisure centre manager,High School,Divorced,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,1,TRUE,TRUE,0.010581862,4,3,36,277.6367085,9972,2023-12-01,2021-08-26,4.505897022,4.716710935,4.439604611,4,-35,2022-09-11,1,0.666466842,3.184996056,Negative,Mobile Deposit,App Issues,Medium,68.5208125,384.6300502,174120,17.05953864,2023-12-05,Transfer,2023-12-01 00:00:00,0.245028607,0.334524461,1.38877042,0.113709965,35992.48995
391,61,F,Lawsonchester,High,Personal assistant,PhD,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,16,5,TRUE,TRUE,0.985718221,13,8,3,724.3215038,2172,2022-02-08,2021-01-09,1.918099202,3.614863178,4.051132061,10,-42,2022-09-29,10,0.765299108,4.058034505,Positive,Investment Analytics,Transaction Delays,Medium,63.79105075,138.7565571,586819,29.44559545,2023-02-09,Debit,2022-02-08 00:00:00,0.591513765,0.435174479,3.099517574,0.600350773,1714.596012
392,46,F,Jasonhaven,High,Camera operator,Bachelor,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,8,TRUE,FALSE,0.416180196,15,3,47,236.0548408,11092,2023-01-16,2022-09-29,1.982249701,4.299328356,4.398281952,3,-33,2021-12-21,9,0.936787973,1.421559735,Neutral,Investment Analytics,App Issues,Medium,80.72719534,511.2516952,658096,11.27696836,2023-03-04,Credit,2023-01-16 00:00:00,0.330041586,3.2558176,16.85120213,0.12151827,34595.03697
393,30,F,West Russellport,Medium,Chief Executive Officer,Master,Widowed,1,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,32,7,FALSE,TRUE,0.930389807,10,7,140,684.7663154,95760,2023-06-03,2021-04-01,4.961773647,3.875481866,2.620891525,5,50,2023-06-12,14,0.713456745,3.051987888,Neutral,International Transfers,App Issues,High,60.69065442,605.572356,699716,13.10720398,2023-07-02,Debit,2023-06-03 00:00:00,0.894436407,2.399581319,5.682467857,0.195052016,13067.3807
394,29,M,Roseport,Low,Freight forwarder,High School,Single,7,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,64,4,TRUE,TRUE,0.420143271,10,0,700,46.15822566,32200,2021-05-24,2021-06-28,2.956651577,4.394389808,3.587722309,5,62,2022-10-23,17,0.636442712,4.338378631,Neutral,Mobile Deposit,App Issues,High,40.33590714,65.5447857,539881,15.07588941,2022-02-14,Transfer,2021-05-24 00:00:00,0.172490907,9.767706639,19.6056958,0.491244395,92189.732
395,63,F,East Randallton,Low,Animator,High School,Divorced,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,19,3,FALSE,TRUE,0.103800363,11,2,225,207.6012448,46575,2022-11-08,2022-11-14,3.737873176,4.743935954,2.308264978,4,-47,2021-10-13,5,0.514391296,2.438104741,Negative,Mobile Deposit,Customer Service,Low,79.38684625,448.1290162,851040,21.50036721,2023-10-30,Credit,2022-11-08 00:00:00,0.637510695,5.593484393,3.477516527,0.060619305,28823.12317
396,19,F,East Kevinborough,Medium,Hospital pharmacist,High School,Single,5,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,65,1,TRUE,FALSE,0.34332418,12,0,796,111.6048628,88356,2022-10-05,2023-08-15,4.233338463,4.721785793,1.252665371,6,93,2022-02-13,19,0.785357087,3.125034724,Negative,Investment Analytics,Transaction Delays,Medium,36.57004827,241.5269548,372431,15.72101404,2023-11-09,Transfer,2022-10-05 00:00:00,0.820801705,3.345580406,1.748756888,0.721329916,9115.753757
397,52,M,Port Jonathan,Medium,"Conservator, furniture",PhD,Widowed,6,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,15,3,TRUE,TRUE,0.418231629,7,0,587,434.6579035,254758,2021-09-13,2021-04-05,2.957202282,3.29828862,4.099333728,5,-8,2022-05-28,18,0.607517213,4.759381123,Neutral,,Transaction Delays,High,26.01465324,547.5070484,577765,18.0070638,2023-05-08,Credit,2021-09-13 00:00:00,0.099746881,7.567161515,0.077887137,0.400983176,49830.91777
398,25,Other,Davidfort,Premium,"Scientist, product/process development",PhD,Married,2,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,72,2,TRUE,FALSE,0.176614356,5,2,593,557.8528472,330301,2022-09-08,2021-07-31,1.065637786,4.858639147,4.886709597,2,-15,2021-10-05,2,0.864684084,3.9774862,Negative,Budgeting Tools,,Medium,54.57024833,625.5179682,374679,11.48354185,2023-04-30,Credit,2022-09-08 00:00:00,0.854051996,5.566210965,13.98076026,0.370193763,80469.25823
399,43,Other,Thompsonfurt,High,Social worker,Bachelor,Widowed,1,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,13,5,FALSE,TRUE,0.053507857,1,3,744,266.8360914,197904,2023-11-05,2023-12-03,3.998660881,2.630241227,2.143813025,7,90,2023-05-03,3,0.542092701,2.564531225,Negative,International Transfers,Customer Service,Medium,94.63951926,640.1263765,577778,1.88928915,2023-12-08,Debit,2023-11-05 00:00:00,0.512718185,4.032548511,14.12682878,0.354234351,13511.3099
400,51,M,New Angelica,High,Orthoptist,Bachelor,Widowed,2,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,0,1,TRUE,FALSE,0.316518258,9,5,910,978.7238445,889980,2022-09-26,2022-10-02,3.3324598,1.773836425,2.150533786,9,50,2022-02-13,7,0.706939461,1.578740643,Negative,Investment Analytics,Transaction Delays,Medium,55.38402097,25.79279861,202060,18.24416681,2023-06-17,Credit,2022-09-26 00:00:00,0.890559179,1.014559566,0.138330403,0.041502341,70360.84014
401,24,Other,Charleston,Premium,Archivist,Bachelor,Widowed,7,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,34,4,TRUE,FALSE,0.539293271,1,2,31,416.476253,12896,2023-04-17,2021-02-16,4.510904454,1.925908019,1.826169016,2,78,2022-09-09,0,0.667131579,2.089243147,Positive,Mobile Deposit,,Medium,99.48426922,373.3272265,648457,18.59725222,2023-12-11,Transfer,2023-04-17 00:00:00,0.832941357,0.736303764,11.33188118,0.153263378,69012.15762
402,75,M,Smithland,High,Medical technical officer,Bachelor,Widowed,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,8,FALSE,TRUE,0.255326092,10,7,249,566.1539992,140934,2022-10-31,2022-10-02,4.202588615,2.834190907,2.706350472,10,-77,2022-09-17,9,0.639814361,3.212978734,Positive,Budgeting Tools,Fees,High,80.72305929,493.8207934,187846,9.228213445,2023-08-28,Transfer,2022-10-31 00:00:00,0.001054686,1.050940101,18.46111192,0.308316508,56276.80998
403,46,F,Barbarashire,Medium,Advertising art director,Master,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,0,9,TRUE,TRUE,0.958683971,4,7,197,468.8906116,92196,2023-04-05,2022-03-06,2.579820012,2.012486395,2.502864596,2,-81,2021-06-25,11,0.994354355,1.665870578,Positive,International Transfers,Transaction Delays,High,86.23551335,721.4744687,621580,18.5700633,2023-09-14,Debit,2023-04-05 00:00:00,0.822119449,2.946485815,3.280831921,0.813934118,25492.17942
404,53,F,Mckinneychester,Low,Leisure centre manager,PhD,Single,7,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,42,1,FALSE,TRUE,0.481424791,5,2,111,864.5406486,95904,2022-08-29,2022-10-20,1.170416891,1.508431181,4.539508049,2,-71,2022-09-01,19,0.549487273,2.425280874,Negative,Budgeting Tools,App Issues,High,71.98388523,83.91664939,757412,18.5374733,2022-12-16,Debit,2022-08-29 00:00:00,0.313739878,9.381054346,5.973152042,0.657988308,34968.08705
405,38,Other,Dariustown,High,Field seismologist,High School,Single,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,68,3,TRUE,TRUE,0.130271721,15,2,706,377.0071837,266162,2021-09-18,2022-02-15,3.199071596,2.587059773,4.161101186,7,-18,2023-08-03,7,0.501225745,3.612552824,Positive,Budgeting Tools,App Issues,Medium,36.25531202,925.1452947,53078,10.8071326,2021-11-22,Debit,2021-09-18 00:00:00,0.436951986,3.246675158,0.082591617,0.920608336,86213.73237
406,53,F,Georgemouth,Medium,"Research officer, government",Master,Married,3,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,74,6,TRUE,TRUE,0.41349332,19,5,316,943.6596073,297988,2022-01-28,2022-01-30,4.924601802,3.324916005,4.522249206,6,94,2022-01-11,15,0.507444045,4.726237282,Neutral,International Transfers,Customer Service,Medium,48.91931027,72.72187623,246280,21.91253244,2022-06-14,Debit,2022-01-28 00:00:00,0.703224304,0.80193251,19.61773588,0.81634872,92456.57013
407,27,Other,Christopherville,Medium,Nutritional therapist,Bachelor,Widowed,3,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,87,5,TRUE,FALSE,0.707700085,9,0,871,806.9157556,702026,2023-05-12,2022-08-10,1.685774014,4.871981464,4.677911004,4,15,2023-02-09,6,0.551578808,1.899945589,Negative,Investment Analytics,App Issues,High,71.47786506,94.56323953,812838,17.68025192,2023-12-21,Credit,2023-05-12 00:00:00,0.337385973,7.281497908,4.191019822,0.164671728,22670.77762
408,41,Other,South Brianna,High,Phytotherapist,Bachelor,Widowed,6,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,95,1,FALSE,FALSE,0.487148411,13,0,77,84.89787882,6468,2023-02-16,2022-07-21,3.028911658,3.482171315,3.716964766,8,-3,2023-06-14,18,0.924251441,2.016318558,Positive,Mobile Deposit,Customer Service,High,30.45066912,279.9549917,267657,3.050290036,2023-02-20,Credit,2023-02-16 00:00:00,0.550165618,7.99045692,1.017424263,0.520094265,8481.087536
409,81,F,South Monicamouth,Premium,"Presenter, broadcasting",Master,Married,3,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,54,2,TRUE,FALSE,0.331233893,5,4,532,884.4533646,470288,2021-12-23,2023-12-27,1.479390628,4.095654964,3.573347243,2,-89,2021-07-16,2,0.58158993,3.741789389,Positive,Investment Analytics,Transaction Delays,Low,85.59288195,416.1912812,29512,14.09464431,2022-10-15,Credit,2021-12-23 00:00:00,0.245368081,3.032735959,8.476686985,0.509813921,13772.18154
410,66,F,West Kimberly,Medium,Armed forces training and education officer,High School,Married,1,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,15,2,FALSE,TRUE,0.106299994,4,9,523,189.7572352,98847,2022-09-09,2022-10-16,4.756821453,3.728787057,2.864565368,6,-67,2021-10-11,10,0.786534712,1.481676095,Positive,,Customer Service,Medium,49.34137309,64.57802445,529005,26.34519509,2022-09-16,Transfer,2022-09-09 00:00:00,0.569421659,7.591365693,0.868770978,0.649713454,37242.87685
411,53,Other,New Cynthiahaven,High,"Scientist, physiological",PhD,Divorced,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,66,7,TRUE,FALSE,0.459555733,9,6,974,68.95441431,66232,2023-04-12,2023-06-23,4.309246186,2.538686458,1.331685575,1,-96,2023-12-15,7,0.818178582,1.660072607,Positive,Mobile Deposit,Transaction Delays,Low,68.18150412,100.9730258,911301,22.94853679,2023-09-23,Credit,2023-04-12 00:00:00,0.753433958,1.152866853,3.764287105,0.08169139,34343.14388
412,41,F,Port Michael,Medium,Chief Operating Officer,PhD,Married,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,62,6,FALSE,FALSE,0.097386233,11,0,362,229.4341347,82898,2021-01-01,2021-08-29,3.148784131,1.756342411,2.7851126,5,22,2023-06-25,19,0.883482846,1.698696761,Negative,,,Medium,50.09840207,818.3439026,843419,4.240255846,2022-08-08,Credit,2021-01-01 00:00:00,0.603647822,6.49254851,6.694772121,0.788904317,882.8448982
413,40,M,East Curtis,High,Commercial horticulturist,High School,Married,7,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,71,6,FALSE,TRUE,0.37088227,16,1,644,94.35047633,60536,2022-09-15,2022-07-13,3.554912526,2.129036176,2.450316965,8,74,2022-10-04,2,0.565288888,3.602782362,Positive,Investment Analytics,Transaction Delays,High,96.6013116,275.8350748,4293,28.57233883,2023-01-17,Transfer,2022-09-15 00:00:00,0.780416027,6.461960863,8.709873877,0.284590072,73415.1743
414,79,F,Jamesberg,Low,"Conservation officer, historic buildings",PhD,Married,1,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,95,1,TRUE,TRUE,0.116224267,15,8,692,625.9772213,432500,2022-08-11,2021-11-02,3.583569019,4.506131449,2.513713581,1,-94,2023-10-29,10,0.564393723,2.867677907,Neutral,Budgeting Tools,,High,44.34941089,936.1534204,855453,7.529469231,2023-03-24,Debit,2022-08-11 00:00:00,0.768524755,5.877740892,7.758254607,0.925975821,61589.286
415,54,F,East Stephaniefort,High,Physiological scientist,Bachelor,Divorced,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,1,TRUE,TRUE,0.676160298,9,0,559,453.0189507,253227,2022-03-07,2021-11-19,4.815364239,1.62278452,3.005721236,2,-22,2023-01-03,11,0.655299749,1.489510808,Positive,Budgeting Tools,App Issues,Medium,42.7352579,521.0603665,589165,10.39971997,2023-07-27,Debit,2022-03-07 00:00:00,0.286832394,1.51498706,6.33978375,0.9273808,94661.81974
416,29,M,Webstershire,Low,Adult nurse,Bachelor,Single,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,4,TRUE,TRUE,0.772603494,16,2,634,480.084866,304320,2023-05-31,2022-07-15,4.883584608,1.390259178,3.109194075,1,-43,2023-08-18,9,0.551547594,2.092113658,Negative,International Transfers,Customer Service,Medium,63.5925715,906.3371542,124053,6.172176263,2023-11-13,Transfer,2023-05-31 00:00:00,0.058790396,5.129156634,7.315845015,0.205021286,3159.277854
417,72,F,Maldonadoshire,High,Archivist,Bachelor,Divorced,2,Online,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,51,6,TRUE,TRUE,0.243485236,1,7,963,620.4283414,597060,2022-10-22,2021-08-23,3.660966503,4.412935694,1.864011134,4,-48,2022-12-27,9,0.638633621,2.843521433,Negative,Investment Analytics,,High,12.79737082,775.5218315,928483,21.8702207,2023-06-01,Debit,2022-10-22 00:00:00,0.2688202,2.598154734,14.91776426,0.927717752,43423.3786
418,30,F,Michellemouth,Low,"Engineer, automotive",Bachelor,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,6,TRUE,TRUE,0.07471591,1,1,651,503.4002731,327453,2023-08-11,2021-02-01,2.17604196,3.192810481,2.099269136,9,-19,2023-05-26,13,0.797174712,2.237912432,Neutral,International Transfers,Transaction Delays,Medium,71.53174033,188.3459672,656825,16.75614353,2023-11-27,Debit,2023-08-11 00:00:00,0.802385244,3.673381015,19.74193398,0.342197917,39969.43309
419,40,Other,South Carlos,Medium,Automotive engineer,High School,Married,7,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,26,5,FALSE,FALSE,0.347030441,13,9,884,991.6853048,876044,2023-06-24,2023-11-19,3.557881758,3.730003658,1.812776968,4,-13,2023-08-14,11,0.714373094,2.665603755,Neutral,Budgeting Tools,Fees,Low,5.746416222,789.2332751,37590,17.15406457,2023-07-18,Transfer,2023-06-24 00:00:00,0.569364856,8.656269563,3.353127752,0.235626723,40327.40267
420,47,F,Welchview,Medium,"Scientist, product/process development",PhD,Divorced,2,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,63,4,FALSE,TRUE,0.560527619,3,6,562,627.4896461,352374,2023-06-25,2021-07-29,3.223878568,4.303318898,3.945580511,7,-6,2023-05-12,9,0.648494476,4.667999527,Negative,Investment Analytics,,Medium,92.80512138,454.9051781,730437,20.76606999,2023-11-03,Credit,2023-06-25 00:00:00,0.966121203,2.421011389,14.35079366,0.405746006,8150.542205
421,34,F,West Williamport,Medium,"Engineer, electronics",PhD,Divorced,6,Online,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,44,2,FALSE,FALSE,0.767938086,11,1,217,590.3508081,128030,2022-03-14,2022-02-28,4.156078458,2.360114645,4.857538578,5,2,2023-04-21,7,0.667986969,4.861775144,Neutral,Investment Analytics,Transaction Delays,Low,53.86229933,363.3480927,484933,17.6609948,2022-09-28,Transfer,2022-03-14 00:00:00,0.021688114,2.479271586,14.47380694,0.14409624,96155.01837
422,79,M,Hayeston,Low,Media planner,Master,Single,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,66,7,FALSE,FALSE,0.402897837,1,2,407,420.2621462,170940,2023-11-13,2022-12-19,4.452693472,4.000470328,1.978966753,9,37,2023-08-03,12,0.616866467,4.968450061,Negative,Budgeting Tools,,Low,30.02198414,409.8352457,26124,10.21742742,2023-11-16,Credit,2023-11-13 00:00:00,0.827643526,4.368261246,13.72552704,0.530570248,42744.36792
423,30,Other,Marieland,Medium,Newspaper journalist,High School,Divorced,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,6,TRUE,FALSE,0.365945402,13,9,721,451.926223,325171,2023-08-28,2022-10-15,3.550559315,3.523935841,4.454651086,5,-97,2021-02-26,19,0.723923418,1.104424457,Neutral,International Transfers,,Low,26.57369234,73.91039058,90097,27.74592961,2023-11-25,Debit,2023-08-28 00:00:00,0.369897458,2.477175638,9.402335783,0.194323863,65375.97116
424,76,Other,New Brookefurt,High,Occupational therapist,PhD,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,7,FALSE,FALSE,0.908336726,17,8,446,989.6001265,441094,2021-12-14,2022-07-10,3.067435048,1.099256,3.920963529,6,-39,2021-02-24,14,0.729538786,3.858610058,Neutral,Investment Analytics,App Issues,High,73.37303423,983.5871949,846908,17.31216698,2023-06-08,Debit,2021-12-14 00:00:00,0.922299016,6.284257437,0.227519594,0.911110889,57160.99897
425,36,Other,Carpenterton,High,Translator,PhD,Widowed,1,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,3,FALSE,FALSE,0.449686357,8,3,53,15.4358622,795,2021-06-23,2021-10-17,4.427740021,3.881387954,2.224801243,6,98,2023-05-13,16,0.948021178,4.740357455,Positive,International Transfers,App Issues,High,9.439828903,361.259801,788428,21.88712795,2023-09-24,Transfer,2021-06-23 00:00:00,0.904325127,4.91850505,5.145264694,0.985167991,73073.18706
426,66,F,Stoutshire,Low,Chartered management accountant,Master,Single,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,1,TRUE,TRUE,0.447218063,7,6,351,163.9002996,57213,2022-08-05,2022-08-04,2.785263759,2.377151515,3.09969239,1,-47,2021-07-01,13,0.834003902,4.61645907,Negative,Investment Analytics,Fees,High,92.78993484,688.4165257,688645,4.621317452,2023-08-22,Credit,2022-08-05 00:00:00,0.941027778,7.763306476,1.336182605,0.127887917,7680.623088
427,29,Other,West Cassidy,High,Aid worker,Bachelor,Divorced,5,Branch,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,29,1,FALSE,TRUE,0.409999111,6,5,654,349.6073091,228246,2023-11-22,2022-05-17,2.908627529,1.831877645,3.439907186,3,-32,2021-10-15,7,0.815288881,1.099190773,Positive,International Transfers,Fees,Low,51.12137704,954.9788249,184774,10.84834353,2023-12-24,Debit,2023-11-22 00:00:00,0.445285776,8.315428953,12.71076668,0.211873488,18247.19141
428,78,M,North Shannon,Low,Nature conservation officer,PhD,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,92,4,FALSE,FALSE,0.363219595,12,6,303,905.3685824,274215,2022-11-18,2021-12-17,1.068572076,4.844292796,4.085729725,2,-7,2022-09-12,19,0.630926501,4.228896478,Positive,Mobile Deposit,,Low,68.66225959,438.8479812,165277,23.26598541,2022-12-14,Transfer,2022-11-18 00:00:00,0.867712098,5.369453281,15.36119862,0.641225601,79791.56504
429,36,Other,Toniland,Medium,"Designer, exhibition/display",Bachelor,Married,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,4,TRUE,TRUE,0.72848281,1,6,530,938.550456,497140,2021-07-11,2021-05-26,1.287502131,4.078204109,3.177431377,7,-34,2022-05-12,1,0.670508505,2.835522776,Positive,International Transfers,Fees,High,8.412289675,605.3991799,415867,10.11693249,2021-09-10,Transfer,2021-07-11 00:00:00,0.212191449,4.122262961,6.969226741,0.760881717,79159.87172
430,26,M,North John,Medium,"Programmer, applications",Master,Widowed,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,7,FALSE,TRUE,0.281782608,1,1,323,67.02779169,21641,2022-04-27,2022-09-30,2.71833615,1.097969696,3.62295791,4,19,2023-11-15,5,0.936176707,4.40072306,Positive,Investment Analytics,Transaction Delays,Medium,25.20855367,862.3531512,225971,21.77465761,2022-08-07,Credit,2022-04-27 00:00:00,0.776411808,6.060897009,8.193468782,0.694648454,71527.21511
431,45,Other,Ritterhaven,Medium,"Buyer, industrial",PhD,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,7,FALSE,TRUE,0.37877579,15,0,109,150.2075174,16350,2022-09-28,2022-11-25,1.030446008,4.039347438,2.282077401,9,91,2023-02-04,13,0.783052392,3.86228282,Positive,Investment Analytics,Fees,High,1.49846859,296.7859369,685112,14.73735545,2023-10-03,Debit,2022-09-28 00:00:00,0.211746754,5.167773249,6.676821688,0.156351253,34971.77068
432,69,Other,West Nathan,Medium,IT sales professional,Bachelor,Married,1,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,47,4,FALSE,FALSE,0.282290352,15,9,739,883.4058677,652537,2022-04-06,2023-06-28,1.813835707,4.401429948,1.493209115,3,18,2021-09-18,0,0.590089223,2.7603067,Negative,International Transfers,Fees,Low,19.39278226,174.9181729,932020,23.94127677,2023-10-06,Debit,2022-04-06 00:00:00,0.22320446,3.701325346,12.22748552,0.283362931,20317.7032
433,33,M,Paulmouth,Premium,"Engineer, petroleum",High School,Married,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,7,TRUE,FALSE,0.570318877,17,5,253,279.5621883,70587,2022-02-12,2021-04-14,3.71835571,2.425234737,1.240360855,7,99,2022-08-24,5,0.863196354,2.181504273,Neutral,,Transaction Delays,Medium,55.80417778,58.98193813,770243,22.21202972,2023-06-18,Credit,2022-02-12 00:00:00,0.916041212,4.328027115,3.601652635,0.752250059,45203.30401
434,29,Other,Port Crystalmouth,Medium,Chiropodist,Bachelor,Married,5,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,8,TRUE,TRUE,0.96039125,1,6,615,407.0880764,250305,2021-10-29,2021-09-24,3.515423552,2.30580601,2.167314763,5,78,2021-04-20,4,0.532114888,1.003386165,Negative,,Transaction Delays,High,50.38779057,269.1924366,882161,7.583385764,2022-07-05,Transfer,2021-10-29 00:00:00,0.649931923,8.445885472,19.99483455,0.180933851,12851.5105
435,42,Other,West Codyfurt,Medium,Economist,Bachelor,Married,5,Referral,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,95,9,TRUE,FALSE,0.390294896,6,1,979,14.54552394,13706,2021-02-20,2021-03-01,3.267357009,2.69472334,3.671106108,2,47,2023-03-16,2,0.946748773,3.161047626,Neutral,International Transfers,Transaction Delays,Low,78.23937172,305.4600617,339903,4.498121693,2021-08-14,Transfer,2021-02-20 00:00:00,0.843244212,6.417663348,4.618698782,0.033390966,41903.49216
436,69,Other,Johnathanberg,Medium,Engineering geologist,Bachelor,Widowed,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,55,6,FALSE,FALSE,0.968203654,6,1,919,496.5433948,455824,2021-04-05,2023-08-23,4.300494814,2.864902453,1.356429699,1,-69,2021-09-15,6,0.77306289,2.596309586,Negative,Mobile Deposit,,Medium,64.56469762,671.5311626,74052,11.0598897,2022-02-18,Debit,2021-04-05 00:00:00,0.69829753,6.399794433,6.354358676,0.106119559,5652.8046
437,70,F,Christopherberg,High,Forest/woodland manager,Bachelor,Divorced,5,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,4,FALSE,TRUE,0.656692037,16,8,95,866.649689,82270,2022-05-17,2021-04-14,2.445463044,2.522354791,3.955491209,10,44,2023-04-06,1,0.990236932,2.357227029,Negative,Budgeting Tools,Transaction Delays,Low,72.31387799,543.856072,475946,7.884643475,2022-12-14,Credit,2022-05-17 00:00:00,0.050087318,7.169933617,13.61968503,0.537049921,26014.13789
438,40,M,Kylefurt,High,"Librarian, public",High School,Divorced,3,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,5,2,FALSE,TRUE,0.795445624,11,4,444,370.9486117,164280,2023-09-01,2021-08-05,3.639512559,3.024737668,2.628974547,10,-63,2021-01-13,16,0.638204246,2.873202972,Neutral,Budgeting Tools,,Low,25.32710223,270.5712277,651298,10.61087788,2023-11-14,Debit,2023-09-01 00:00:00,0.159571077,9.948298498,11.08062463,0.913150996,86367.30499
439,33,Other,New Jeanne,High,Market researcher,Master,Married,4,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,64,9,TRUE,TRUE,0.333003242,12,6,187,882.1096864,164934,2021-05-30,2023-02-25,3.57818477,4.89027657,2.872463549,5,25,2023-08-06,15,0.555196771,2.904967746,Negative,,,High,51.58935733,850.7080205,146417,2.027910182,2021-08-24,Credit,2021-05-30 00:00:00,0.539838973,5.168663098,12.37146235,0.8799696,35083.1961
440,74,M,West Angelicamouth,Premium,Associate Professor,Bachelor,Single,2,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,88,7,FALSE,TRUE,0.224422106,4,0,344,353.4552678,121432,2023-07-22,2021-04-21,3.636824235,1.128309565,1.85209798,3,2,2023-11-27,1,0.744949681,3.30560071,Positive,Budgeting Tools,Fees,Medium,91.79386303,562.0620822,242281,13.61628824,2023-10-13,Debit,2023-07-22 00:00:00,0.263245039,6.113543121,19.82182774,0.533159602,77778.70376
441,56,M,Lake Jacqueline,Premium,Planning and development surveyor,Bachelor,Married,7,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,66,6,TRUE,FALSE,0.576810233,14,3,562,661.5857002,371482,2023-04-29,2021-06-26,3.695639073,4.930224692,3.78914775,7,-44,2023-08-01,19,0.773826535,3.633784852,Negative,Mobile Deposit,Transaction Delays,Medium,49.51473136,20.023244,290414,20.02598546,2023-05-22,Transfer,2023-04-29 00:00:00,0.445912506,4.722654927,4.46291289,0.692362007,73996.61963
442,70,M,Lake Ellenhaven,High,Sales executive,PhD,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,4,TRUE,TRUE,0.99075112,1,1,189,300.6966084,56700,2022-02-03,2023-05-24,4.209434063,4.397726803,4.881931482,9,52,2021-04-22,11,0.87654036,1.654395617,Neutral,Budgeting Tools,Transaction Delays,High,22.70105963,15.66378861,791038,10.43646491,2022-04-10,Transfer,2022-02-03 00:00:00,0.220700301,3.442824943,6.670674564,0.361125841,14360.33383
443,59,Other,Andrewport,Low,Statistician,PhD,Single,2,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,77,4,TRUE,FALSE,0.710189744,5,4,657,519.5881206,340983,2023-02-26,2023-03-14,3.433164072,4.189366967,2.604335509,4,-47,2021-06-23,19,0.800491256,1.888184866,Negative,,Fees,High,59.30132144,521.1688868,295101,20.51040336,2023-07-04,Transfer,2023-02-26 00:00:00,0.907305859,6.855361465,6.401431608,0.962254486,7061.193242
444,75,Other,East Matthew,High,"Education officer, museum",High School,Married,5,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,29,2,FALSE,TRUE,0.681624659,3,0,124,830.0287729,102920,2023-10-10,2022-01-02,4.504658012,2.801172147,1.46222964,9,67,2021-04-23,15,0.70106101,2.827202831,Neutral,Budgeting Tools,Fees,High,15.75972223,736.5618456,11800,20.05568425,2023-11-08,Debit,2023-10-10 00:00:00,0.618971153,6.91531534,16.36462688,0.25914198,70082.88593
445,56,M,Leeberg,Medium,Press photographer,High School,Single,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,1,TRUE,TRUE,0.450102419,12,9,566,849.9224344,480534,2023-03-30,2023-07-03,2.710616914,1.300299698,1.068573287,6,-26,2022-07-08,17,0.593110775,2.063271758,Negative,Investment Analytics,App Issues,Low,67.3562682,54.50285431,711493,2.199880162,2023-11-06,Transfer,2023-03-30 00:00:00,0.867947964,5.817687931,8.495982749,0.621082511,8640.661936
446,31,F,North Kenneth,High,"Teacher, music",High School,Married,5,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,54,5,FALSE,FALSE,0.879484808,1,6,859,85.76213595,73015,2022-05-15,2022-12-30,4.893816553,3.475264962,4.464692251,1,24,2021-08-08,15,0.944036611,4.178912622,Neutral,Mobile Deposit,,Low,46.04596687,812.0341881,741383,24.43821049,2023-09-19,Transfer,2022-05-15 00:00:00,0.535671129,0.76669085,11.41540296,0.626098324,12996.1038
447,22,M,New Kellihaven,High,Clinical embryologist,PhD,Widowed,6,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,1,6,FALSE,TRUE,0.69696782,4,1,777,930.0049156,722610,2021-10-30,2022-10-02,1.134465444,4.577012235,3.821254645,10,36,2022-11-14,19,0.656327984,2.924916613,Neutral,Mobile Deposit,Customer Service,Medium,33.08842007,94.76600356,29685,3.272329714,2023-04-30,Credit,2021-10-30 00:00:00,0.90318554,0.144796957,0.892929713,0.764536154,40703.17149
448,52,F,Lake Matthewberg,High,"Radiographer, diagnostic",Bachelor,Divorced,5,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,47,9,FALSE,TRUE,0.674883157,7,2,160,526.605457,84160,2021-01-12,2022-11-12,1.536327323,2.700180363,4.385566695,7,31,2021-07-19,4,0.606720272,3.141447222,Negative,,App Issues,Medium,24.66549117,784.804256,932950,15.19940655,2023-05-06,Debit,2021-01-12 00:00:00,0.573988231,8.093673074,15.95728999,0.98523788,86593.31955
449,35,M,Mooreburgh,Medium,Radio producer,PhD,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,1,FALSE,TRUE,0.292532581,15,4,462,227.0173754,104874,2021-08-07,2022-02-10,1.334844865,1.277219316,2.570687697,3,51,2022-08-19,16,0.632124437,3.243213351,Neutral,Mobile Deposit,,Medium,63.40556126,15.3566135,857279,26.70031447,2022-01-28,Credit,2021-08-07 00:00:00,0.089125828,1.094165759,5.440854129,0.296948276,4647.947485
450,26,M,Lake Samuel,High,Photographer,Master,Single,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,5,FALSE,TRUE,0.957733399,6,8,278,833.0090021,231574,2023-05-21,2023-12-29,2.753104791,1.021622889,3.533188208,2,-89,2023-09-14,10,0.773106438,3.904710858,Negative,International Transfers,Fees,High,40.95861207,377.8911481,884123,27.48545902,2023-10-29,Debit,2023-05-21 00:00:00,0.466768823,3.837991263,5.711485472,0.483610617,78336.46602
451,75,M,Diazbury,Premium,"Surveyor, mining",High School,Divorced,3,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,88,5,FALSE,TRUE,0.250387916,2,9,296,638.8688319,188848,2022-03-25,2021-06-10,3.351533399,1.477611559,2.551409138,1,-60,2022-11-10,13,0.506850544,3.825088421,Positive,Budgeting Tools,Transaction Delays,High,84.01033745,414.6014276,415853,11.98102068,2022-07-09,Transfer,2022-03-25 00:00:00,0.74795762,2.273219277,9.51351375,0.935194894,14223.94643
452,34,Other,Bishopmouth,Low,Customer service manager,High School,Married,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,9,FALSE,TRUE,0.52368705,8,3,334,512.9215542,171008,2021-12-27,2023-08-12,2.770198705,3.423775008,2.314594466,9,4,2021-05-05,9,0.887766841,3.749404884,Positive,Budgeting Tools,Fees,Low,6.781180033,826.9725768,377799,0.001097555,2022-01-11,Credit,2021-12-27 00:00:00,0.399288557,8.095586408,0.21861673,0.60674881,93258.35109
453,24,F,New John,Medium,Wellsite geologist,High School,Married,3,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,74,4,TRUE,TRUE,0.33955568,12,7,357,813.5861633,290241,2023-11-27,2021-09-27,1.840566691,4.963618384,3.361300458,4,12,2021-09-06,13,0.896102058,1.326180742,Negative,International Transfers,Fees,Medium,38.17845628,160.2337877,489494,17.09704473,2023-12-28,Debit,2023-11-27 00:00:00,0.87617876,1.528344596,2.153929714,0.424188989,12382.06279
454,63,F,Mckeeborough,High,"Engineer, materials",Master,Married,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,3,TRUE,FALSE,0.180775254,1,7,248,211.8143791,52328,2023-08-10,2021-07-10,1.928169085,3.848432781,1.873862496,4,7,2023-11-13,11,0.937842343,4.006489633,Neutral,,App Issues,Medium,10.6533358,152.2547377,68438,29.89377737,2023-12-28,Debit,2023-08-10 00:00:00,0.071831649,4.229573685,15.86210569,0.63326213,60160.75226
455,30,M,Erikashire,Premium,"Scientist, water quality",Bachelor,Married,1,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,48,3,TRUE,TRUE,0.144093377,18,9,308,585.3496883,180180,2021-04-13,2023-08-18,4.228733715,1.628600099,3.915929042,3,34,2021-04-19,3,0.908527925,4.163513087,Neutral,,Transaction Delays,Low,84.78855118,999.0262305,506701,20.08722091,2021-07-01,Credit,2021-04-13 00:00:00,0.460740371,9.268323712,19.20226479,0.401436166,69325.9764
456,57,Other,Murrayport,Low,"Geneticist, molecular",Bachelor,Widowed,3,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,36,6,FALSE,FALSE,0.292889929,10,3,462,962.1916053,444444,2022-05-26,2021-07-19,1.213719886,4.450668475,3.534833814,1,75,2022-02-24,0,0.544068048,3.56895712,Negative,,Fees,High,33.59670004,299.1315996,914781,6.294887951,2023-12-08,Credit,2022-05-26 00:00:00,0.416456888,9.426711055,15.15815138,0.688049824,3251.448923
457,59,Other,Shawchester,Low,Horticultural therapist,Bachelor,Divorced,3,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,88,1,TRUE,TRUE,0.688979425,9,3,156,640.721777,99840,2021-09-06,2023-07-23,4.966030878,3.641054131,2.625905412,4,-78,2023-11-24,3,0.76487464,4.408912178,Negative,,,Low,58.91400152,658.4300436,649865,16.17255368,2022-12-17,Transfer,2021-09-06 00:00:00,0.608531546,5.632807137,0.141285464,0.665790905,18201.39518
458,26,F,Port James,Low,Architect,High School,Widowed,3,Referral,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,34,1,TRUE,FALSE,0.97478207,10,1,428,602.8185695,257656,2023-07-24,2022-09-28,3.882842757,2.206231369,2.141103538,10,-21,2021-10-23,3,0.583992535,2.221594682,Positive,International Transfers,Customer Service,High,61.59350182,370.8946653,71629,16.74997631,2023-08-17,Transfer,2023-07-24 00:00:00,0.097621105,7.142216572,10.16616446,0.937068858,60935.2399
459,67,Other,Port John,Low,Commercial art gallery manager,Bachelor,Divorced,6,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,18,1,TRUE,FALSE,0.853267018,16,7,950,39.16168909,37050,2021-10-01,2023-08-12,4.684775878,3.006690429,2.439000796,1,31,2023-10-12,15,0.552165196,1.313532805,Positive,Investment Analytics,App Issues,Medium,82.22535549,140.786753,999122,22.6894544,2021-11-16,Debit,2021-10-01 00:00:00,0.828426069,0.489662502,14.85945899,0.177126249,76988.77133
460,44,F,Sawyerside,Premium,Financial controller,PhD,Married,2,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,27,7,FALSE,FALSE,0.218027349,16,0,872,190.8229704,165680,2023-08-10,2023-08-22,1.731292532,2.612029781,2.245745748,8,13,2021-10-07,4,0.501844381,2.222151693,Neutral,,App Issues,High,97.38135216,87.55153873,555741,25.41990808,2023-11-21,Transfer,2023-08-10 00:00:00,0.301913199,1.403075871,11.60457422,0.18257035,29176.59369
461,83,F,Lake Meghanville,High,Industrial buyer,High School,Divorced,7,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,56,5,TRUE,TRUE,0.078412805,2,4,737,616.0230536,453992,2023-12-24,2022-04-20,3.236831245,4.484852709,2.445295173,6,-41,2022-04-03,15,0.515287809,3.880994904,Neutral,Mobile Deposit,App Issues,Low,29.17458546,150.4254219,232748,25.3536664,2023-12-29,Credit,2023-12-24 00:00:00,0.854475024,1.420529051,17.02261246,0.29247791,88046.65575
462,22,F,Christopherburgh,High,"Surveyor, building",Master,Single,2,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,60,9,TRUE,TRUE,0.686680624,11,7,304,705.6372812,214320,2022-10-12,2022-04-04,3.115842176,4.813255685,1.063701659,2,-35,2021-11-13,7,0.676092486,4.092361613,Neutral,International Transfers,Transaction Delays,Medium,46.56534518,724.820068,323192,25.85419323,2023-05-16,Transfer,2022-10-12 00:00:00,0.015579358,8.245453214,3.916030381,0.748248781,46748.22018
463,46,Other,Shannonhaven,Medium,"Accountant, chartered public finance",Master,Divorced,2,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,3,FALSE,FALSE,0.030034495,2,5,22,900.8295058,19800,2023-06-26,2021-10-22,3.483246346,1.494749027,2.361394162,2,81,2022-09-09,19,0.509128768,3.476039335,Positive,Mobile Deposit,Transaction Delays,Medium,54.84696139,886.5402844,650173,26.81187681,2023-09-11,Debit,2023-06-26 00:00:00,0.385891974,8.06913478,19.01304907,0.509239566,47634.51121
464,54,F,Port Samuel,High,"Secretary, company",Bachelor,Single,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,59,6,FALSE,FALSE,0.859122755,4,9,872,872.6217757,760384,2023-10-31,2022-06-13,4.110724679,1.589749689,3.163268193,7,-56,2022-09-29,16,0.714181582,1.675565063,Negative,Budgeting Tools,,Medium,23.60369014,928.433724,170950,11.17783813,2023-11-08,Transfer,2023-10-31 00:00:00,0.259885637,4.315366368,17.232376,0.514433794,77688.97089
465,55,F,Port Shannon,Low,Product/process development scientist,High School,Single,1,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,9,7,FALSE,TRUE,0.825547744,5,3,229,366.2522908,83814,2023-05-24,2023-01-15,3.854998658,1.329834895,2.929635009,3,-45,2021-01-14,16,0.566289963,3.936800629,Neutral,,Transaction Delays,High,17.56964214,16.13101776,672221,11.3697953,2023-08-16,Debit,2023-05-24 00:00:00,0.454892491,5.560232189,18.32198402,0.76359426,86040.41445
466,25,M,Sarahchester,Medium,"Engineer, biomedical",PhD,Widowed,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,78,3,TRUE,FALSE,0.793700316,19,8,675,692.9662158,467100,2023-07-03,2023-03-14,2.571870502,2.520124444,1.564757816,2,27,2023-09-21,19,0.912135713,1.044371448,Negative,Investment Analytics,Transaction Delays,Low,1.853942524,514.7952152,305668,13.89438773,2023-10-27,Debit,2023-07-03 00:00:00,0.235329903,3.779643794,2.747893578,0.834303237,40162.68129
467,82,F,South Waynebury,Medium,"Lighting technician, broadcasting/film/video",PhD,Divorced,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,95,9,FALSE,FALSE,0.552420368,9,2,813,469.2786074,381297,2021-11-22,2022-01-11,4.477190893,4.884228215,4.787813949,1,42,2022-02-16,15,0.691030143,1.23316329,Positive,,Transaction Delays,Low,6.195446224,507.104209,20732,21.26269594,2022-01-15,Credit,2021-11-22 00:00:00,0.044526225,5.157000056,10.51923726,0.535117199,14609.73887
468,34,F,Vangstad,Low,Hydrogeologist,High School,Married,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,66,2,TRUE,TRUE,0.973534034,10,8,284,482.2657079,136888,2023-08-31,2022-11-08,1.056997765,4.949237111,1.737708744,2,23,2021-08-23,9,0.81977731,1.373124006,Neutral,Budgeting Tools,,Medium,76.09798835,150.5210161,743286,0.679297425,2023-10-22,Debit,2023-08-31 00:00:00,0.246890136,0.285920629,5.96089669,0.00141362,74815.48136
469,62,M,North Lucas,Medium,Field seismologist,Bachelor,Divorced,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,23,7,FALSE,FALSE,0.458366403,18,0,997,945.8929098,942165,2023-07-11,2022-10-28,2.012942243,3.383782643,3.311723868,2,73,2021-05-18,10,0.736281757,1.98925358,Neutral,Mobile Deposit,Transaction Delays,High,72.27273128,594.0787571,816943,11.95521581,2023-12-22,Credit,2023-07-11 00:00:00,0.313681906,5.741338281,11.8989601,0.338287742,35055.88409
470,21,M,Port Jennifermouth,Medium,Publishing rights manager,Master,Widowed,2,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,73,4,FALSE,FALSE,0.986532465,19,3,67,735.4601189,49245,2022-06-15,2023-07-18,3.077857149,2.854041991,2.485361566,5,46,2021-01-01,6,0.728735538,2.779463723,Neutral,Investment Analytics,App Issues,High,3.628085833,521.9206952,552859,2.468719952,2023-12-28,Debit,2022-06-15 00:00:00,0.971219326,5.589210406,12.61218972,0.161486248,54355.50936
471,53,Other,East Benjamin,Low,Statistician,Master,Single,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,9,TRUE,FALSE,0.8818715,10,9,598,968.46991,578864,2022-05-22,2023-09-26,4.436565077,2.209515945,3.693296375,4,-42,2021-11-10,4,0.736930383,3.161807052,Neutral,International Transfers,,Low,47.85810342,934.9761179,558017,19.63591382,2022-05-24,Debit,2022-05-22 00:00:00,0.28915109,3.738597251,5.709980229,0.658547982,21412.31942
472,48,F,Hortonberg,Low,Seismic interpreter,PhD,Single,1,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,29,7,TRUE,FALSE,0.126541974,7,2,494,777.1265978,383838,2022-07-22,2021-03-03,2.595639366,1.001952746,2.742952113,5,-9,2021-09-05,8,0.639654122,3.058004839,Negative,International Transfers,,Medium,14.69638214,63.38963431,668229,9.111185184,2022-12-15,Credit,2022-07-22 00:00:00,0.094683375,8.042520194,11.66359527,0.123221452,14846.90568
473,36,Other,Westtown,High,Copy,PhD,Widowed,3,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,96,8,FALSE,TRUE,0.894897545,8,1,550,728.3731429,400400,2023-12-04,2021-05-14,4.104136866,2.051379007,1.164044527,6,-74,2023-12-01,8,0.561845335,3.907938013,Neutral,Mobile Deposit,Transaction Delays,High,22.04577003,601.8707804,560659,1.93112404,2023-12-31,Credit,2023-12-04 00:00:00,0.441338142,6.125481438,17.286261,0.018023279,2873.422658
474,78,Other,North Jonathanberg,Low,Orthoptist,PhD,Widowed,4,Branch,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,44,3,FALSE,TRUE,0.304867292,2,3,693,433.3080695,300069,2023-09-20,2023-09-01,2.060415756,1.585212913,3.53522505,8,82,2021-07-18,11,0.942123055,1.518573271,Positive,Budgeting Tools,Customer Service,High,91.60586393,16.90906933,610572,3.269097065,2023-11-13,Transfer,2023-09-20 00:00:00,0.902786009,4.659292151,18.16284642,0.504666832,35319.03406
475,71,M,Rodriguezport,Premium,Armed forces training and education officer,Master,Divorced,5,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,88,6,TRUE,FALSE,0.768250466,0,3,615,115.4082354,70725,2022-05-05,2021-08-20,4.877371713,1.007933343,4.702707045,6,82,2022-05-22,18,0.877072226,3.413083103,Neutral,Investment Analytics,Transaction Delays,High,66.90640118,506.8334826,731927,26.89236225,2023-12-18,Debit,2022-05-05 00:00:00,0.634984523,3.624971891,12.55821929,0.850943189,93530.65959
476,56,Other,West David,Low,"Engineer, petroleum",PhD,Single,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,59,4,TRUE,TRUE,0.00020916,1,8,599,634.0587249,379766,2022-07-17,2022-12-21,1.061820944,4.583976889,4.478119965,9,85,2022-02-23,6,0.625387433,2.888538976,Positive,Budgeting Tools,Fees,High,34.94421091,856.0924515,971243,25.49840236,2023-02-04,Credit,2022-07-17 00:00:00,0.428879109,2.784680902,12.02562095,0.856756797,62615.90476
477,36,F,South Danielle,High,Facilities manager,Master,Widowed,7,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,52,4,FALSE,FALSE,0.275847376,1,9,6,473.6677236,2838,2023-06-20,2023-09-08,1.707349888,1.337347643,2.313182739,5,-50,2021-08-01,12,0.508335282,3.712825675,Neutral,Budgeting Tools,,Medium,94.93525337,471.7261868,559693,22.55575905,2023-08-21,Transfer,2023-06-20 00:00:00,0.920260142,8.000704629,12.83317505,0.769422909,51036.09415
478,56,M,Brownfort,High,Minerals surveyor,Master,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,24,2,TRUE,TRUE,0.758448375,2,5,654,594.6572468,388476,2021-06-08,2023-08-03,1.087643904,3.834548217,2.300534877,6,56,2023-08-29,0,0.764387482,4.899475703,Negative,,App Issues,Low,93.42366406,521.7693887,869778,8.368118808,2023-09-14,Debit,2021-06-08 00:00:00,0.393694175,5.848742793,10.529629,0.750806633,8650.080716
479,84,F,Lake Zacharybury,Premium,Volunteer coordinator,Bachelor,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,9,TRUE,TRUE,0.972347316,17,5,982,289.5248324,283798,2022-08-09,2021-12-16,1.068554167,4.698101167,3.35050132,4,-45,2021-02-20,16,0.544796077,2.485551096,Negative,International Transfers,,Medium,41.11656628,249.2468835,936753,14.9345086,2023-08-13,Debit,2022-08-09 00:00:00,0.889094216,1.71596905,10.11032575,0.919846674,10406.4897
480,62,F,West Ruben,High,Company secretary,Bachelor,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,1,TRUE,TRUE,0.170962591,16,5,548,204.0539531,111792,2022-04-26,2022-08-02,4.622887426,1.508303522,1.786692877,4,65,2023-11-02,7,0.85553108,1.985281069,Negative,Investment Analytics,Fees,Low,27.46506868,317.8103199,593454,28.24641004,2022-07-08,Debit,2022-04-26 00:00:00,0.516950585,2.081316577,7.354096567,0.628257555,61608.74898
481,30,M,Johnchester,Medium,Astronomer,Bachelor,Single,4,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,91,1,TRUE,TRUE,0.459411741,11,5,468,272.4914832,127296,2022-07-11,2022-12-15,2.103596886,1.961961573,3.510769057,5,90,2023-06-28,17,0.653139824,4.433008645,Neutral,,Customer Service,Medium,94.69451733,584.4694328,879824,26.14559527,2023-07-27,Transfer,2022-07-11 00:00:00,0.872131088,6.140917374,7.920605778,0.254023171,64635.14609
482,75,F,Lake Elizabeth,Medium,"Civil engineer, consulting",PhD,Divorced,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,83,7,TRUE,TRUE,0.587169694,5,7,307,660.9894554,202620,2022-11-19,2021-09-18,1.937069857,1.940153934,4.204698209,10,-2,2023-03-12,0,0.7939273,2.166995539,Neutral,,App Issues,Low,84.70778619,117.6026115,667147,20.91078584,2023-04-02,Debit,2022-11-19 00:00:00,0.71953493,1.181144236,3.391251673,0.00957611,91457.93359
483,37,M,Carloshaven,Medium,Metallurgist,Master,Widowed,1,Branch,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,73,7,TRUE,TRUE,0.952562554,6,3,855,953.4533847,814815,2022-10-17,2023-11-07,2.068490276,1.34446057,1.814091318,1,-39,2021-04-24,19,0.719810456,4.443757243,Positive,,Fees,High,41.80756692,345.6901026,311952,23.85572018,2023-01-16,Credit,2022-10-17 00:00:00,0.657983217,6.578515726,1.140720598,0.116569307,33226.90634
484,78,F,South Morganton,Low,Production engineer,PhD,Single,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,30,4,TRUE,FALSE,0.453268956,16,0,77,992.0082278,76384,2021-06-15,2021-07-30,4.211275605,4.638880442,4.831718216,2,88,2021-09-07,14,0.544661063,1.227126619,Positive,Budgeting Tools,Fees,High,36.84806345,94.93377451,4303,0.634910829,2023-06-08,Transfer,2021-06-15 00:00:00,0.892113361,9.997622089,12.26508136,0.507158736,44704.33768
485,56,M,Zavalaview,Low,Adult nurse,Master,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,8,FALSE,TRUE,0.93353473,8,2,556,810.568204,450360,2021-10-11,2023-04-11,2.247143872,4.396232712,3.012925184,4,-50,2022-09-07,12,0.989125463,1.252231644,Positive,Mobile Deposit,Fees,Medium,64.74391419,884.6381747,899488,21.85245251,2023-11-10,Debit,2021-10-11 00:00:00,0.995708013,9.926693792,7.895340274,0.329693784,78313.91355
486,18,Other,West Kristinastad,High,Trading standards officer,Bachelor,Widowed,1,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,1,5,FALSE,FALSE,0.978187967,11,7,750,957.9834947,717750,2021-11-05,2021-08-08,3.372412184,2.523038261,1.870774737,7,-15,2023-04-09,9,0.50062324,3.507485154,Positive,Investment Analytics,Fees,Low,83.93613842,561.5888985,297498,14.40981377,2022-05-24,Debit,2021-11-05 00:00:00,0.898923367,9.528544354,9.84499889,0.669464767,68427.59505
487,20,F,Lake Diane,Medium,Art gallery manager,Bachelor,Divorced,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,6,TRUE,FALSE,0.941631954,13,0,45,290.9926899,13050,2022-04-19,2022-10-30,4.433422701,4.077799635,1.267660416,2,66,2023-09-18,5,0.966449741,2.132864075,Neutral,Investment Analytics,App Issues,Low,12.07865021,531.216005,768683,5.667670916,2022-05-01,Credit,2022-04-19 00:00:00,0.123052004,1.73936615,12.28336416,0.532110803,19635.86884
488,79,M,Port Bonniemouth,High,"Runner, broadcasting/film/video",PhD,Divorced,5,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,4,TRUE,TRUE,0.748730464,10,4,371,13.50947283,4823,2023-02-24,2021-05-26,2.275092542,3.037657723,2.14602609,2,-14,2022-01-12,2,0.849115532,2.568054307,Negative,,App Issues,Medium,59.34596655,739.0280507,474255,28.75873134,2023-09-18,Transfer,2023-02-24 00:00:00,0.198860907,4.043162997,10.87297899,0.58568407,57641.54534
489,80,F,North Michael,Premium,"Merchandiser, retail",Master,Married,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,3,TRUE,FALSE,0.126230611,3,1,457,202.1159691,92314,2021-11-09,2022-09-11,1.583229578,3.716320874,2.893783549,4,-17,2022-04-27,12,0.774083313,1.071756431,Neutral,International Transfers,Fees,High,34.1066984,39.63344787,192092,26.10519875,2021-12-13,Debit,2021-11-09 00:00:00,0.973557447,6.412899094,8.48655395,0.106769839,88731.1811
490,42,F,Lisaburgh,High,Systems analyst,PhD,Widowed,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,32,2,TRUE,FALSE,0.602413366,18,9,624,638.1075356,398112,2022-03-15,2023-12-28,1.269910957,3.756583944,2.914224023,4,-47,2022-06-18,15,0.914206962,3.080573032,Negative,International Transfers,Customer Service,Medium,35.79084791,729.6642313,208886,25.27687459,2022-05-08,Debit,2022-03-15 00:00:00,0.420246822,6.44287248,15.16576551,0.711239731,24807.54117
491,73,F,Pollardfort,High,Telecommunications researcher,High School,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,8,TRUE,TRUE,0.753526783,5,3,937,900.3250012,843300,2021-05-12,2023-08-03,3.253306985,4.101277842,1.817793547,9,-65,2023-06-19,4,0.514296603,1.056680795,Neutral,Budgeting Tools,,Low,58.72374138,921.2031516,970936,12.26594581,2021-11-17,Transfer,2021-05-12 00:00:00,0.19609115,2.962385414,4.23389479,0.850676633,48596.73814
492,50,M,Port Dennis,High,Bookseller,PhD,Married,1,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,31,5,TRUE,TRUE,0.954905931,18,2,774,915.7746409,708210,2023-04-30,2023-04-01,3.423310406,4.596721586,2.032967383,9,46,2021-09-10,8,0.568560556,4.423510346,Positive,Mobile Deposit,Transaction Delays,High,94.50466584,881.7934097,828342,6.668438446,2023-06-18,Credit,2023-04-30 00:00:00,0.135560655,0.042015516,1.565134412,0.494397677,68822.42149
493,55,Other,Johnsonborough,Low,Horticultural consultant,Bachelor,Single,4,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,95,6,FALSE,TRUE,0.777959947,15,0,110,832.3447658,91520,2023-04-15,2023-04-27,4.484181265,4.15636204,3.713222575,5,95,2023-06-05,18,0.799758766,3.700846641,Negative,Budgeting Tools,App Issues,High,61.75015684,174.8815353,575940,19.59723411,2023-05-12,Debit,2023-04-15 00:00:00,0.044367833,3.201806882,14.98886834,0.23495454,95284.01469
494,23,Other,Port Jameston,Medium,Higher education lecturer,Master,Married,7,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,76,6,TRUE,FALSE,0.53893499,15,4,348,764.734374,265872,2022-11-09,2022-05-04,2.894175817,3.826124896,4.099288617,1,-78,2021-10-27,14,0.766280036,2.753867186,Negative,Budgeting Tools,,High,50.81380323,326.1366387,297057,14.99073281,2023-02-11,Debit,2022-11-09 00:00:00,0.345539952,7.298564415,2.752100175,0.5672133,29757.89909
495,75,Other,Sarahhaven,Premium,"Teacher, secondary school",Master,Married,3,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,79,4,TRUE,FALSE,0.205163669,3,8,391,311.149301,121601,2023-08-13,2022-05-15,4.468930516,3.487991326,1.431084654,8,-26,2021-02-14,8,0.774796439,3.562108107,Neutral,Investment Analytics,,Medium,66.87722274,132.5127365,517474,20.26057196,2023-12-19,Debit,2023-08-13 00:00:00,0.002992011,4.264231675,19.40391823,0.469805543,78215.04179
496,61,M,Haysside,Premium,"Education officer, environmental",PhD,Widowed,3,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,32,9,TRUE,FALSE,0.457056074,4,2,211,96.86370769,20256,2023-05-02,2021-11-22,3.057943348,1.836347564,3.663681057,6,-40,2022-01-14,14,0.926853739,2.885169399,Negative,International Transfers,App Issues,Low,22.5186528,506.0781759,198521,12.37381566,2023-08-20,Credit,2023-05-02 00:00:00,0.289703106,7.875420698,6.031441475,0.081871639,97465.15146
497,62,Other,Kingborough,High,"Administrator, sports",Bachelor,Single,1,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,33,7,TRUE,TRUE,0.638300856,9,0,351,529.9469545,185679,2021-05-08,2023-09-15,3.360871409,2.132547058,4.665310991,5,-100,2021-10-18,13,0.83309254,1.648752539,Positive,,Customer Service,High,60.15760241,244.58383,67660,27.77054971,2023-10-20,Debit,2021-05-08 00:00:00,0.61020611,9.957914671,11.21748106,0.660802026,24596.7302
498,49,M,Michaelton,Medium,Production manager,High School,Widowed,2,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,50,8,TRUE,FALSE,0.324599165,4,0,227,341.9111232,77407,2022-02-28,2023-02-26,3.150363316,1.301433649,1.140850843,1,30,2022-05-08,18,0.676933579,3.143188593,Negative,Budgeting Tools,Transaction Delays,High,22.06180774,172.2780687,283810,28.75768478,2023-02-06,Transfer,2022-02-28 00:00:00,0.061073755,5.141007364,10.29115006,0.688129317,62927.95254
499,62,F,Joshuastad,High,Freight forwarder,PhD,Widowed,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,62,7,TRUE,FALSE,0.456450453,8,0,349,136.8883072,47464,2023-05-11,2021-05-16,2.201659802,2.031107125,3.452330504,6,75,2021-12-16,16,0.803738047,4.67195671,Positive,Investment Analytics,App Issues,High,50.60310109,264.3406687,591956,23.82381124,2023-10-23,Credit,2023-05-11 00:00:00,0.189877931,5.48258642,8.296662307,0.11018696,69945.46872
500,78,F,Prestonmouth,Low,Television floor manager,Master,Married,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,4,TRUE,TRUE,0.017360383,17,3,47,463.7042613,21761,2023-03-09,2022-11-29,4.374646288,3.17576727,3.330645424,10,-18,2023-11-14,0,0.848260373,3.538320207,Positive,International Transfers,,High,61.87201255,560.4891937,825307,8.979075465,2023-08-27,Debit,2023-03-09 00:00:00,0.885256911,9.25154173,12.13754718,0.936608487,85840.5093
501,64,Other,Morganburgh,Low,Diagnostic radiographer,Bachelor,Married,3,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,46,9,TRUE,FALSE,0.879025039,5,4,492,530.3233617,260760,2021-02-10,2022-03-03,4.537228202,4.814725497,1.943090901,5,-30,2022-02-15,0,0.596593651,4.278096453,Negative,Investment Analytics,Transaction Delays,Low,42.51988692,435.5551055,457181,4.861262576,2021-03-20,Debit,2021-02-10 00:00:00,0.265899868,8.741496964,17.58570096,0.723981028,82399.48479
502,38,M,Holtstad,Medium,Operational researcher,Master,Divorced,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,65,2,TRUE,FALSE,0.0347659,13,7,417,776.5140413,323592,2023-02-19,2023-06-02,4.393698883,1.507223824,4.299047449,3,74,2023-09-03,18,0.513229599,2.002941606,Negative,,Fees,Low,63.149506,84.81106629,62438,13.15115063,2023-08-05,Credit,2023-02-19 00:00:00,0.50106584,0.962109457,12.82187384,0.522668469,56312.7334
503,53,F,Lauriechester,Medium,"Therapist, sports",Master,Married,6,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,12,5,FALSE,TRUE,0.409290225,19,9,875,810.0401397,708750,2023-09-04,2023-06-11,1.429281137,2.771176276,1.026203975,7,0,2023-09-11,12,0.751901673,2.657922302,Neutral,Mobile Deposit,,Low,88.19263164,444.2067005,724041,13.25406534,2023-12-30,Transfer,2023-09-04 00:00:00,0.081654079,2.12030223,0.799416305,0.570698384,39183.1681
504,36,M,South Carrieburgh,Medium,"Teacher, primary school",Master,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,2,TRUE,FALSE,0.510974002,15,6,534,473.8338349,252582,2021-01-13,2022-12-02,3.666000047,4.003359888,4.716565548,4,-84,2022-08-17,5,0.837518533,2.106453047,Neutral,Mobile Deposit,Fees,Low,5.489419979,311.596876,553388,24.73106804,2021-10-22,Credit,2021-01-13 00:00:00,0.609664562,0.876058581,8.985359496,0.402353585,21839.97689
505,37,M,Manuelland,Medium,Youth worker,Master,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,92,8,FALSE,FALSE,0.972418027,2,9,579,921.5285696,533259,2022-12-22,2022-04-29,2.776359636,4.174618711,3.392426225,10,-91,2022-08-16,15,0.934352438,4.012368882,Positive,Mobile Deposit,Fees,Low,85.58057432,978.7287378,916556,0.62974006,2023-03-18,Transfer,2022-12-22 00:00:00,0.493143627,0.717060089,0.512895281,0.831336132,86806.96604
506,74,F,Donnaport,Low,Petroleum engineer,High School,Married,7,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,51,9,TRUE,TRUE,0.935163507,0,3,753,790.7755651,594870,2022-09-04,2021-12-21,1.391023286,1.764240214,2.963960075,2,89,2021-07-24,16,0.791037126,3.551807123,Neutral,,App Issues,High,56.64728989,706.9090985,143810,2.719281436,2023-01-29,Credit,2022-09-04 00:00:00,0.627733132,6.110369416,17.38003325,0.592976684,92930.38345
507,35,M,Morrisonchester,Medium,"Teacher, primary school",Bachelor,Single,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,3,TRUE,TRUE,0.646360077,5,1,717,438.1619145,314046,2023-03-10,2021-06-09,1.247232996,1.713237098,3.960544123,1,-65,2023-10-07,11,0.793576284,3.288447524,Negative,International Transfers,Fees,Medium,71.67028819,374.3087204,176085,10.14727107,2023-04-27,Debit,2023-03-10 00:00:00,0.33637458,0.595835257,16.76686332,0.17158926,8263.364972
508,64,F,Lake Scott,High,Mining engineer,PhD,Single,2,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,97,5,FALSE,TRUE,0.584053661,0,1,104,356.7481976,37024,2023-05-09,2023-09-24,3.791378164,3.442816044,4.768789937,2,65,2023-01-23,4,0.753247736,1.029887294,Positive,International Transfers,,Medium,79.8412979,128.9689536,84755,3.649314112,2023-06-02,Transfer,2023-05-09 00:00:00,0.327755816,5.35824106,9.387033426,0.704735147,83530.10355
509,66,F,Williamsstad,High,Housing manager/officer,Bachelor,Widowed,2,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,60,9,FALSE,TRUE,0.366555911,5,1,525,324.7031044,170100,2022-03-28,2021-08-23,2.590550462,4.656191331,4.287434041,7,-60,2022-07-18,15,0.962322392,4.433082671,Positive,Investment Analytics,App Issues,Medium,16.10845369,70.20561047,634622,11.4380595,2023-01-18,Debit,2022-03-28 00:00:00,0.675589478,7.446769177,19.61782351,0.546503966,27936.34866
510,31,F,Hillton,Low,Sub,Bachelor,Widowed,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,6,FALSE,TRUE,0.041087378,4,0,488,469.0777264,228872,2023-09-27,2023-08-07,2.528564513,4.217435364,3.27111037,9,-58,2023-03-13,10,0.929628707,4.650932567,Negative,Mobile Deposit,Customer Service,Low,6.238967086,649.2826271,419831,6.353654977,2023-10-16,Debit,2023-09-27 00:00:00,0.382210735,4.606647523,14.32068134,0.570849024,83774.97099
511,32,M,Lake Danastad,Medium,Trade union research officer,Bachelor,Married,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,3,TRUE,TRUE,0.267707199,11,5,488,337.0021029,164456,2022-03-26,2022-10-29,1.852299247,2.537640206,1.504214588,1,98,2023-03-02,6,0.754069591,3.808439484,Positive,International Transfers,,Medium,53.89253119,81.91764345,894741,29.47036588,2022-04-22,Credit,2022-03-26 00:00:00,0.82304599,8.246242864,5.979959071,0.68925634,3101.970418
512,48,F,North Douglas,High,Tourism officer,PhD,Divorced,5,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,93,6,TRUE,FALSE,0.847722759,5,3,312,474.1392806,147888,2022-07-13,2021-07-19,3.40849714,3.633453341,2.522694225,1,100,2021-08-08,13,0.838356673,4.536358105,Neutral,Investment Analytics,Fees,High,43.41901475,737.7435172,120046,15.5886466,2023-08-30,Credit,2022-07-13 00:00:00,0.625644133,8.8291098,0.317651973,0.555019888,86603.46597
513,18,M,Johnsonland,Medium,"Programmer, multimedia",Bachelor,Married,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,9,TRUE,TRUE,0.64826918,7,2,77,581.491608,44737,2023-06-12,2023-07-01,1.59357829,2.019335002,4.492297478,1,89,2023-08-09,7,0.826183618,4.354681592,Positive,Investment Analytics,,High,56.95086852,122.1168294,788808,18.90711615,2023-09-24,Debit,2023-06-12 00:00:00,0.579590185,0.259128228,14.74333894,0.001412459,15960.87442
514,71,F,Port Deanna,Medium,Chartered public finance accountant,PhD,Divorced,4,Referral,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,94,7,TRUE,TRUE,0.814426157,18,0,12,174.3579483,2088,2023-09-22,2021-12-27,1.016295563,2.886964407,4.404851374,2,84,2023-05-04,0,0.623923526,4.277056865,Negative,,,Medium,80.74218287,61.55160969,678933,24.62034644,2023-11-22,Debit,2023-09-22 00:00:00,0.270118312,1.134095715,3.803399494,0.125538023,88365.3067
515,20,F,Patrickshire,High,"Scientist, research (maths)",PhD,Married,7,Marketing,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,58,4,FALSE,FALSE,0.83697328,4,6,5,799.9149715,3995,2021-03-01,2022-09-23,1.056287693,3.141901875,2.678897979,8,49,2023-05-21,0,0.618736973,3.947879461,Positive,Mobile Deposit,Transaction Delays,Medium,41.31251052,987.8900805,282367,15.36316133,2021-05-15,Credit,2021-03-01 00:00:00,0.270730887,9.110310255,19.54581604,0.627508047,48891.3553
516,33,Other,New Ericmouth,Premium,Hotel manager,High School,Single,2,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,53,4,FALSE,FALSE,0.062207373,14,8,717,121.4919256,86757,2023-03-08,2023-04-12,2.471420263,3.550962674,2.892475612,2,64,2021-10-31,3,0.999539771,1.255160021,Neutral,Mobile Deposit,,Medium,68.7257263,962.2118001,794193,13.46091949,2023-04-29,Transfer,2023-03-08 00:00:00,0.651308293,6.557388128,11.82120797,0.40471203,78455.85104
517,74,Other,Nathanland,Low,Dance movement psychotherapist,Master,Single,7,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,68,1,FALSE,FALSE,0.337142943,13,3,439,410.3006678,179990,2022-11-20,2021-05-23,3.875141545,2.601434161,3.737168639,4,20,2021-02-27,5,0.911346068,1.515581971,Positive,,Customer Service,Low,42.92203034,578.8398539,323221,17.60557455,2023-04-30,Transfer,2022-11-20 00:00:00,0.486113769,7.603198088,7.370575141,0.32891871,83213.21244
518,29,Other,New Michael,Medium,Social worker,PhD,Divorced,2,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,1,3,FALSE,FALSE,0.675987394,15,0,639,173.5679972,110547,2023-04-09,2021-08-11,3.410282946,1.128053813,2.757274177,10,-71,2022-08-04,17,0.873097518,4.371787593,Neutral,Investment Analytics,Customer Service,Low,75.24475751,912.8294363,849382,4.645170412,2023-05-17,Credit,2023-04-09 00:00:00,0.574158283,5.388218047,2.242680577,0.056205744,40566.03089
519,33,M,Debrabury,Medium,Medical secretary,Master,Married,1,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,67,9,TRUE,TRUE,0.853088351,5,2,844,310.8892422,261640,2021-12-05,2023-02-16,2.002757936,4.712224456,1.357951886,2,-68,2023-07-26,13,0.962312948,2.592649989,Negative,International Transfers,Fees,Medium,94.23372007,972.7065702,311590,24.35443586,2022-08-24,Credit,2021-12-05 00:00:00,0.680568845,5.064727239,13.82258272,0.846957686,82146.31373
520,41,M,North Jillfort,Medium,TEFL teacher,Bachelor,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,43,1,TRUE,FALSE,0.801433051,16,8,499,463.7040049,231037,2023-08-16,2022-11-02,1.407812984,4.82496292,3.918151193,6,10,2021-09-04,18,0.864514153,4.021998203,Positive,International Transfers,Transaction Delays,Low,24.12955828,448.9625896,392249,19.07806844,2023-11-05,Credit,2023-08-16 00:00:00,0.442106946,3.59101004,2.220421633,0.014957802,73648.55992
521,45,F,Mcintyreville,Low,Music tutor,Master,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,2,FALSE,TRUE,0.422146133,16,0,842,751.2653405,632342,2021-09-19,2023-10-10,2.44737354,3.747966579,3.599934104,6,12,2023-03-09,16,0.901727885,1.79554732,Neutral,International Transfers,App Issues,High,7.567628281,19.95195716,713075,28.04468069,2023-10-15,Transfer,2021-09-19 00:00:00,0.306225666,8.601605687,8.980401782,0.370854441,16109.32198
522,25,F,Kimberlymouth,Low,"Teacher, adult education",Master,Single,2,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,2,FALSE,FALSE,0.932102849,15,0,253,630.8161026,159390,2023-12-30,2021-05-06,4.585661488,2.065478422,1.794669603,8,-79,2021-01-23,5,0.644125101,3.599628319,Negative,International Transfers,Transaction Delays,Low,48.50007006,624.4889952,813549,22.47272551,2023-12-30,Credit,2023-12-30 00:00:00,0.573884529,7.812509919,18.67685204,0.203896408,4460.993799
523,53,F,New Justin,Medium,Fish farm manager,Master,Divorced,4,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,26,8,FALSE,TRUE,0.300717092,0,4,527,367.1180455,193409,2021-02-25,2021-07-05,2.387550475,3.378970361,4.211159741,2,69,2022-09-13,15,0.753947498,1.966704788,Positive,Budgeting Tools,Fees,Low,43.24930405,404.5538395,372633,8.693083568,2021-04-05,Debit,2021-02-25 00:00:00,0.54978622,1.722017703,16.012554,0.092525757,85209.63019
524,25,F,Gonzalezberg,Premium,Data processing manager,Bachelor,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,6,FALSE,TRUE,0.37577629,17,4,578,595.0358135,343910,2023-03-18,2022-03-22,1.480052734,2.104416086,4.266213716,1,43,2021-03-11,14,0.713683608,2.741519725,Positive,Mobile Deposit,Fees,Low,24.30355565,677.1409133,639653,24.66679502,2023-05-05,Debit,2023-03-18 00:00:00,0.003823598,1.849738905,14.09768553,0.56258594,83861.22507
525,75,M,South Geraldmouth,High,Lawyer,Bachelor,Widowed,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,14,7,FALSE,TRUE,0.181420832,3,7,294,303.3592035,89082,2021-02-25,2021-10-12,4.564640248,3.795330874,1.988220468,1,83,2023-06-30,14,0.662970979,2.148143134,Positive,Mobile Deposit,Customer Service,Low,68.26895789,186.3657641,23060,2.92731087,2023-05-28,Transfer,2021-02-25 00:00:00,0.500345785,2.36539413,3.776409323,0.5330205,71774.02869
526,77,F,Port Evelynmouth,High,Systems analyst,PhD,Widowed,1,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,4,TRUE,TRUE,0.226920526,2,0,720,840.0929761,604800,2021-06-21,2021-01-01,2.295907868,2.441141552,1.56556369,5,-34,2021-03-29,5,0.870938378,2.791581521,Negative,Budgeting Tools,Fees,Low,7.169152895,986.8636136,876817,3.508244665,2022-08-29,Credit,2021-06-21 00:00:00,0.769185773,9.986744057,10.43659287,0.956126588,86981.52205
527,67,F,Jennaside,High,"Civil engineer, contracting",PhD,Divorced,4,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,37,4,TRUE,TRUE,0.008713122,2,7,225,488.3448817,109800,2023-05-28,2021-10-28,4.087842817,3.229789389,1.785062748,5,73,2022-12-28,18,0.728894705,4.928144011,Negative,Mobile Deposit,,Low,62.02256845,771.7407893,873168,27.0184197,2023-07-30,Transfer,2023-05-28 00:00:00,0.605911648,5.451947364,19.47023631,0.151914604,72393.99286
528,45,Other,Patriciaburgh,Low,Hospital pharmacist,High School,Married,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,53,4,TRUE,TRUE,0.308490722,12,1,98,719.5906805,70462,2021-10-05,2021-11-02,2.09244468,1.235780106,2.972820273,2,-84,2021-10-13,14,0.957575035,3.666901551,Positive,,Fees,Medium,9.029382106,302.8578978,865327,4.669180701,2022-05-03,Credit,2021-10-05 00:00:00,0.036298828,5.098139692,11.43615448,0.82122716,66059.92686
529,58,F,Port Michael,High,Advertising art director,Bachelor,Married,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,62,6,TRUE,TRUE,0.306570182,19,0,55,318.8337062,17490,2023-08-04,2023-07-17,4.476470236,4.984766339,2.277310628,6,-26,2023-08-17,16,0.69975688,4.450715637,Neutral,Investment Analytics,Transaction Delays,Low,89.49142524,773.2543837,885959,2.650340414,2023-12-14,Credit,2023-08-04 00:00:00,0.929359235,8.070727735,1.61204204,0.77399502,39394.1282
530,81,F,North Tracie,Medium,"Restaurant manager, fast food",High School,Widowed,5,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,57,4,FALSE,TRUE,0.067275085,3,7,729,680.5679885,495720,2022-01-08,2023-12-25,1.32745647,3.648596808,3.693539389,2,-84,2023-07-28,1,0.719233948,2.925199005,Neutral,Mobile Deposit,,Medium,57.56178718,852.5236435,733467,29.27772909,2022-06-01,Transfer,2022-01-08 00:00:00,0.787839623,3.597941369,10.42384338,0.479872776,35422.65681
531,44,F,East Kristy,Medium,Insurance claims handler,Bachelor,Single,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,61,1,FALSE,TRUE,0.340477886,10,9,951,927.5028625,881577,2021-04-13,2022-08-20,2.012763973,4.760170784,3.08501375,7,14,2022-07-22,0,0.945228995,1.065548707,Negative,Budgeting Tools,Customer Service,Low,56.5681009,497.7543398,333681,12.37706273,2021-08-22,Credit,2021-04-13 00:00:00,0.236856246,4.38527532,3.643982622,0.065123162,20561.33083
532,80,M,West Angelastad,High,"Teacher, early years/pre",Master,Married,3,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,77,1,TRUE,FALSE,0.30138327,4,1,303,116.6879112,35148,2022-06-17,2023-03-10,3.909880916,3.978190385,3.684684835,3,7,2021-01-19,18,0.514778612,3.858900127,Positive,,,Medium,77.75872754,413.0193355,702796,22.36157987,2022-11-02,Credit,2022-06-17 00:00:00,0.524347193,4.749549043,1.048850983,0.110160093,75933.16126
533,34,Other,Laraside,High,Water engineer,High School,Widowed,2,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,8,FALSE,TRUE,0.799054594,1,4,730,594.6948631,433620,2023-02-16,2023-07-05,2.578049266,3.247539982,1.883228222,2,-7,2021-11-21,2,0.758648788,4.869846924,Positive,Investment Analytics,App Issues,High,74.79474933,244.0170536,214105,22.43543921,2023-04-26,Credit,2023-02-16 00:00:00,0.11475318,6.255999308,18.1287053,0.900614778,18147.30425
534,50,F,New Nicole,High,"Engineer, broadcasting (operations)",High School,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,28,2,TRUE,TRUE,0.156246683,5,9,752,505.9210863,379760,2022-11-02,2022-02-05,3.202412692,3.945758048,3.3646769,6,33,2023-01-03,16,0.624562099,2.145398117,Neutral,International Transfers,Transaction Delays,Medium,2.540100944,836.8870192,8819,8.394674269,2023-03-24,Credit,2022-11-02 00:00:00,0.343284975,1.206964279,11.95502151,0.481458124,52595.72981
535,46,F,West Raymondfort,Low,Economist,High School,Married,6,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,70,9,FALSE,FALSE,0.725082485,4,5,616,545.5697716,335720,2022-03-10,2022-02-26,2.108069055,2.877187908,4.53276371,10,76,2023-10-23,6,0.714665201,3.634509134,Positive,Mobile Deposit,Customer Service,Low,89.30582481,415.5657471,214190,3.019975749,2022-04-17,Debit,2022-03-10 00:00:00,0.041827862,2.249511056,3.177386082,0.254692609,40541.65532
536,30,Other,Hammondshire,Premium,Energy manager,Bachelor,Married,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,56,8,TRUE,TRUE,0.129986309,0,2,270,202.655563,54540,2023-07-21,2022-10-11,2.445013138,4.837182434,3.334693743,1,-84,2023-10-28,13,0.834173724,2.74012189,Negative,Budgeting Tools,Fees,Medium,58.08336538,799.6692657,531810,4.76529478,2023-07-29,Transfer,2023-07-21 00:00:00,0.567325063,6.931018729,3.998795287,0.472634756,53241.49796
537,63,F,East Teresaland,Premium,Clinical cytogeneticist,PhD,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,23,1,FALSE,FALSE,0.496233837,10,8,490,36.82869823,17640,2022-11-01,2022-09-06,3.425877961,4.09732949,3.755324996,5,-37,2022-03-08,13,0.809776455,3.162823377,Negative,International Transfers,Transaction Delays,Medium,83.77501767,875.1649646,663009,12.02897671,2023-04-13,Transfer,2022-11-01 00:00:00,0.080701324,0.564791581,3.25381312,0.756153247,74249.66051
538,52,M,Owenshaven,Medium,Electrical engineer,High School,Single,6,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,37,8,FALSE,FALSE,0.736383939,5,8,655,80.55777247,52400,2022-11-23,2022-09-16,4.169710516,1.484161636,4.800984376,10,-24,2022-12-16,10,0.670380779,1.274592995,Neutral,,Customer Service,Low,73.22804556,557.0540087,467594,28.70637526,2023-03-21,Transfer,2022-11-23 00:00:00,0.897850183,5.175590019,13.92340042,0.82056454,85173.81297
539,23,F,Davidside,Low,Environmental health practitioner,PhD,Divorced,4,Branch,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,5,9,TRUE,TRUE,0.606455686,16,7,163,291.3405805,47433,2023-02-16,2023-06-10,4.567861961,4.802626602,4.545869881,6,5,2023-12-12,15,0.65916788,4.015198301,Positive,Mobile Deposit,,High,4.118837824,183.1549459,149279,11.46942086,2023-12-13,Credit,2023-02-16 00:00:00,0.396926776,7.815994241,13.19266293,0.324964993,27953.82589
540,64,M,Port Tammy,Low,Hospital pharmacist,Bachelor,Divorced,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,19,4,FALSE,TRUE,0.645877082,10,6,998,855.8497638,853290,2022-07-24,2022-12-07,2.435334106,3.303068617,1.899822145,8,-82,2023-03-11,6,0.683309835,4.429902933,Positive,Mobile Deposit,,Medium,12.98407694,47.48065454,535180,26.93761147,2022-12-04,Debit,2022-07-24 00:00:00,0.862409776,0.776652913,1.945824676,0.085718,10860.84178
541,42,M,Shawton,Premium,Counsellor,High School,Widowed,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,41,7,TRUE,TRUE,0.206370737,6,4,159,808.7919527,128472,2023-05-14,2021-07-02,3.521616426,2.80187023,4.265125855,3,90,2023-11-17,17,0.869649188,1.281870748,Negative,Budgeting Tools,,Medium,18.87653747,709.1634593,102138,24.2041174,2023-06-30,Transfer,2023-05-14 00:00:00,0.489576674,9.443577007,9.380937314,0.636287319,75848.15265
542,83,F,New Ericburgh,Medium,Planning and development surveyor,Bachelor,Widowed,5,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,99,4,TRUE,TRUE,0.827402725,15,9,418,995.4656126,415910,2022-06-01,2021-01-17,2.991862893,4.16876202,4.920111687,7,-83,2021-05-09,16,0.723226704,3.191089858,Neutral,,,Medium,35.65729931,861.1488472,61312,16.12541653,2022-11-28,Debit,2022-06-01 00:00:00,0.174014026,2.591962999,5.357818834,0.50627449,58381.66072
543,27,Other,West Sarah,Medium,Operations geologist,PhD,Single,1,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,73,3,FALSE,TRUE,0.952114479,19,1,713,743.1279476,529759,2021-06-17,2023-11-12,3.625288738,1.914729146,4.155016318,1,60,2021-12-24,11,0.572875606,4.050138231,Negative,,Transaction Delays,Low,42.87647941,866.5130691,847982,3.329071455,2021-08-04,Credit,2021-06-17 00:00:00,0.260997957,3.524458736,3.107551177,0.074908428,78565.75561
544,73,M,West Stacey,Medium,"Surveyor, rural practice",PhD,Divorced,3,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,21,1,TRUE,FALSE,0.154369441,4,2,263,357.7098305,93891,2023-08-22,2023-04-08,3.487488048,4.832803561,1.51474622,6,-99,2021-11-07,11,0.958986707,4.931901083,Neutral,International Transfers,Customer Service,Medium,73.57879315,363.638251,783597,21.66945967,2023-11-25,Transfer,2023-08-22 00:00:00,0.553704586,3.572553656,8.430163917,0.799882049,73401.39925
545,47,Other,Meghanview,Medium,"Surveyor, minerals",High School,Divorced,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,2,FALSE,FALSE,0.888267156,6,4,806,919.0721241,740714,2021-02-09,2021-09-19,3.480940044,1.665341966,3.48086205,1,-38,2022-12-22,10,0.671394883,2.304302025,Neutral,Mobile Deposit,Customer Service,Low,37.6958394,219.5978114,241736,20.81111131,2023-03-24,Credit,2021-02-09 00:00:00,0.113054079,2.798573297,10.89765034,0.757435439,79069.21572
546,22,F,Lake Stephanie,High,Automotive engineer,PhD,Widowed,6,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,7,FALSE,TRUE,0.397691606,2,7,383,792.7624665,303336,2021-04-17,2022-08-26,2.745102156,2.182730398,3.611113464,7,7,2022-11-26,12,0.728388252,2.36162484,Neutral,Investment Analytics,Transaction Delays,Medium,83.15074494,67.01461917,452899,13.89496279,2021-09-07,Credit,2021-04-17 00:00:00,0.179488448,6.166409382,0.30897677,0.76495278,72588.17168
547,50,M,Davidport,Medium,Orthoptist,Master,Widowed,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,45,6,FALSE,TRUE,0.698835212,1,0,897,701.957224,628797,2022-12-18,2021-05-08,2.174167092,4.556160237,1.589672086,8,-12,2023-07-31,11,0.753948589,4.506116104,Negative,Budgeting Tools,,Low,48.97470136,238.7191211,372303,14.26404938,2023-11-18,Credit,2022-12-18 00:00:00,0.922115659,7.29817934,9.087098284,0.296764545,28673.07213
548,82,F,New Danielleshire,Premium,Writer,Master,Married,2,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,53,8,FALSE,FALSE,0.506720569,0,0,215,540.789403,116100,2022-04-05,2023-01-27,2.684977622,3.433332712,3.22026348,6,-78,2021-10-14,9,0.857848554,3.808726341,Neutral,,Customer Service,Low,35.39176873,265.4526853,161139,1.326090705,2022-05-03,Debit,2022-04-05 00:00:00,0.181922164,6.60359497,11.65472995,0.408227125,25162.90565
549,35,Other,East Donna,High,Advice worker,High School,Divorced,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,3,FALSE,TRUE,0.793339297,7,6,526,719.861482,378194,2021-05-21,2021-04-19,4.348344588,4.418079852,4.692665838,1,32,2022-07-25,1,0.642751157,4.822495006,Negative,International Transfers,Fees,High,81.32174478,589.7229141,489330,10.86793325,2021-08-26,Transfer,2021-05-21 00:00:00,0.54734211,5.845132332,12.38019164,0.331010622,67461.87134
550,66,F,Meganshire,High,"Surveyor, insurance",Bachelor,Single,4,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,6,TRUE,FALSE,0.045282551,6,0,793,959.1828387,760487,2021-03-24,2021-01-02,2.371418595,1.797338154,2.181678,8,43,2022-09-13,2,0.885489905,2.928323936,Positive,Mobile Deposit,App Issues,Medium,15.4955712,245.8188023,727131,12.8683077,2023-12-02,Credit,2021-03-24 00:00:00,0.496317478,3.327083488,4.401464936,0.722416997,39083.28101
551,28,F,Port Michelleland,Medium,Public librarian,Bachelor,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,6,FALSE,TRUE,0.323686781,9,2,117,863.6569261,100971,2021-03-05,2023-01-06,4.445754019,4.215134587,4.229723768,2,-90,2023-03-18,10,0.50145157,3.482028392,Neutral,Investment Analytics,Fees,High,59.55488085,247.7189614,55835,5.255180309,2021-06-07,Credit,2021-03-05 00:00:00,0.000917071,1.602601302,2.567992804,0.752615018,68987.82999
552,43,M,Lake Kelliview,Low,"Designer, fashion/clothing",Bachelor,Widowed,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,2,TRUE,TRUE,0.047486689,13,7,392,202.5182921,79184,2022-05-22,2021-08-13,1.665021406,1.713560939,3.573932688,9,95,2021-05-20,5,0.870585078,1.309030119,Negative,International Transfers,Customer Service,High,3.659832976,351.4323118,252834,6.050625538,2022-08-07,Transfer,2022-05-22 00:00:00,0.647898002,2.48348682,18.66587437,0.268620526,35302.0117
553,80,F,Port Ashley,Medium,Occupational therapist,Master,Married,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,55,1,TRUE,TRUE,0.941699766,8,8,424,106.6496126,44944,2022-02-13,2022-08-01,3.21493357,3.972882141,3.698150361,1,56,2023-09-18,19,0.583953097,4.875796378,Positive,Investment Analytics,Transaction Delays,Low,74.72719697,662.5001533,133756,8.060453572,2022-06-09,Transfer,2022-02-13 00:00:00,0.680860727,1.58587574,18.0853482,0.484725679,85843.10568
554,76,F,South Pamelaside,Medium,Commercial/residential surveyor,PhD,Divorced,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,76,2,FALSE,TRUE,0.170151068,10,4,774,26.41060732,20124,2021-02-11,2021-03-05,1.436505132,1.61818585,2.19809092,6,36,2023-02-11,1,0.592759343,2.460052382,Negative,Budgeting Tools,,High,61.41891899,404.7723192,602117,15.2748962,2022-04-12,Credit,2021-02-11 00:00:00,0.188179946,1.447909504,4.341326166,0.083327994,87485.68275
555,44,F,Dawnport,Medium,"Programmer, systems",Master,Single,3,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,9,TRUE,FALSE,0.424564965,0,5,847,715.6899642,605605,2021-11-09,2022-04-27,2.769835288,2.371889646,4.028137161,5,25,2023-08-25,12,0.770752807,3.257858097,Negative,Mobile Deposit,,Low,82.27891806,734.7815476,473767,2.214737408,2022-07-29,Credit,2021-11-09 00:00:00,0.465402014,1.561330471,14.54662108,0.903893958,99115.55201
556,66,M,Sanchezfurt,Premium,Pensions consultant,PhD,Widowed,1,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,12,6,FALSE,TRUE,0.641446148,18,7,532,286.1218212,152152,2022-05-04,2023-06-04,4.882131022,2.904839937,3.546776371,5,45,2022-01-05,2,0.653717955,3.325649499,Negative,Mobile Deposit,App Issues,Medium,27.46898731,439.7785921,958255,14.68906073,2023-11-02,Debit,2022-05-04 00:00:00,0.919049258,4.858101854,10.58307684,0.834859573,81550.13629
557,50,Other,Shawnton,Medium,Airline pilot,Master,Married,6,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,53,3,TRUE,TRUE,0.461501249,13,2,81,721.0366268,58401,2021-09-16,2023-03-19,3.505283161,4.675330452,3.096376927,6,-83,2023-11-05,6,0.569440658,2.81355532,Negative,,Fees,High,78.52939911,796.8570274,635571,10.76836865,2022-07-27,Debit,2021-09-16 00:00:00,0.993670184,7.567955271,14.89509237,0.751001887,49326.00262
558,18,Other,South Robert,Low,Private music teacher,Bachelor,Divorced,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,11,7,TRUE,TRUE,0.536542324,17,0,608,192.310521,116736,2023-08-28,2022-10-14,1.071283497,3.926915003,2.962150502,6,-44,2023-12-13,3,0.590809412,4.162986435,Neutral,,Customer Service,High,30.51023945,465.9154135,190905,15.45237916,2023-09-23,Credit,2023-08-28 00:00:00,0.891653559,6.28831092,15.8004945,0.801305069,93887.9965
559,38,F,Harrisberg,Low,Ecologist,Bachelor,Single,3,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,1,TRUE,TRUE,0.204017559,11,8,187,442.3640071,82654,2021-08-23,2023-02-23,4.290122689,2.127034724,2.227630834,10,65,2022-06-15,11,0.954293876,3.325633898,Positive,International Transfers,Fees,Medium,36.36696058,819.7891961,273565,16.5733506,2022-04-08,Debit,2021-08-23 00:00:00,0.071827972,9.938413787,9.237266327,0.572746929,4691.778876
560,72,M,Michellemouth,Medium,"Engineer, technical sales",Bachelor,Widowed,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,8,TRUE,TRUE,0.067029049,9,1,134,23.46622012,3082,2022-03-23,2023-04-12,3.002202052,2.785805149,1.808556483,8,-74,2021-09-23,13,0.853832442,1.916567682,Neutral,,Transaction Delays,Medium,94.26423654,842.6236816,837481,24.94328002,2023-11-02,Debit,2022-03-23 00:00:00,0.954683495,4.639224669,18.39531672,0.920263604,5918.820596
561,23,F,Theresaberg,Premium,Insurance broker,High School,Single,7,Referral,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,82,7,FALSE,TRUE,0.257388386,17,8,167,117.5604239,19539,2023-08-11,2023-02-21,3.686192879,2.400160187,4.068383697,4,97,2022-10-26,9,0.577419052,2.378705645,Neutral,Budgeting Tools,,Low,46.32820204,773.9050784,210052,11.03428874,2023-09-05,Debit,2023-08-11 00:00:00,0.930001733,1.645834853,10.64178102,0.378767214,11058.78054
562,22,Other,Zacharyville,Medium,"Surveyor, planning and development",High School,Divorced,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,3,TRUE,FALSE,0.317156509,2,1,988,90.61695613,88920,2022-06-09,2023-06-11,3.568517193,4.759423408,1.797954569,9,-1,2022-12-14,8,0.902653222,4.816974243,Neutral,Mobile Deposit,Fees,Low,52.73152746,540.0130607,294646,24.88918852,2022-12-23,Transfer,2022-06-09 00:00:00,0.323761074,1.411796961,2.372581012,0.64113867,54820.52567
563,20,M,Johnville,Medium,Estate agent,PhD,Widowed,7,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,12,4,FALSE,TRUE,0.41581388,3,7,650,792.6842704,514800,2023-01-26,2022-03-09,1.753948777,1.69851476,1.669516849,8,-43,2023-04-07,5,0.97849185,4.356784044,Neutral,Investment Analytics,Fees,Medium,93.68520975,645.5832429,420947,2.725937467,2023-05-22,Credit,2023-01-26 00:00:00,0.392780452,0.218717613,15.18202938,0.124293848,80864.65444
564,70,Other,Shannonberg,High,"Scientist, product/process development",High School,Divorced,7,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,21,7,TRUE,TRUE,0.29595017,8,2,137,905.3544693,123985,2021-12-10,2021-12-22,2.622256042,4.662745936,4.404741066,1,-63,2021-05-19,11,0.551118208,4.867676577,Neutral,Budgeting Tools,,High,94.88057781,31.89140755,820082,0.784474617,2023-09-28,Credit,2021-12-10 00:00:00,0.399854006,6.06774043,16.01669825,0.992259634,65172.22062
565,40,Other,North Kellyfurt,Medium,Training and development officer,Master,Married,2,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,39,4,FALSE,TRUE,0.035810968,11,8,741,182.7836581,134862,2021-08-23,2023-08-31,1.859596696,4.311446339,1.319821839,4,-92,2021-04-03,7,0.854961476,1.99610261,Positive,Budgeting Tools,Customer Service,High,34.94879915,289.4519527,741823,5.477144289,2022-02-17,Credit,2021-08-23 00:00:00,0.796300632,0.31221453,17.95314352,0.313346161,83306.86193
566,70,M,Wrightburgh,Medium,English as a second language teacher,Master,Divorced,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,5,TRUE,FALSE,0.094607965,8,9,162,529.2608474,85698,2021-12-02,2021-10-12,1.714340153,1.514769701,1.61344902,8,-24,2021-03-02,10,0.634827883,2.767737674,Neutral,Investment Analytics,App Issues,High,46.5645638,406.9843542,245171,16.75053528,2022-12-09,Credit,2021-12-02 00:00:00,0.964585341,9.117853947,18.28599367,0.979362251,45956.12205
567,54,M,Sarahmouth,Low,"Journalist, magazine",PhD,Married,2,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,91,1,FALSE,FALSE,0.673818359,8,3,717,158.7040976,113286,2022-09-30,2022-01-21,3.2281545,2.092563892,1.36424701,8,-83,2021-11-22,17,0.768466347,1.288712688,Positive,,Fees,High,53.55453749,63.362686,828682,23.61321079,2022-12-31,Debit,2022-09-30 00:00:00,0.289420306,7.848419554,12.58806441,0.683010156,84619.69971
568,34,F,Port Erik,Medium,Town planner,PhD,Divorced,6,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,5,FALSE,FALSE,0.063153342,15,7,823,781.4600721,642763,2021-08-10,2023-02-27,1.814510892,3.841690499,4.83274469,4,-36,2022-04-20,1,0.614503883,2.848709362,Positive,International Transfers,,High,31.52912439,827.2603655,423384,28.91484918,2023-01-21,Debit,2021-08-10 00:00:00,0.986603011,9.243625746,2.491449447,0.465740177,84801.17454
569,18,F,Jimenezport,Low,Medical illustrator,Bachelor,Single,5,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,FALSE,0,6,4,FALSE,TRUE,0.046213602,4,3,843,822.5508748,692946,2021-02-22,2023-01-08,1.805769178,3.829149008,1.419343579,8,-14,2021-07-17,9,0.571336503,1.94035974,Negative,Mobile Deposit,,Medium,68.32945112,281.9164349,14735,8.057937925,2023-04-08,Debit,2021-02-22 00:00:00,0.990235755,5.256514068,10.35036528,0.544061814,23922.87909
570,68,Other,Johnsonfurt,Low,Financial planner,High School,Single,5,Referral,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,93,3,FALSE,FALSE,0.811786238,4,2,587,787.3119545,461969,2022-10-01,2023-05-05,3.506161265,1.934749799,1.02395869,3,-64,2021-08-06,12,0.775719204,2.664675668,Neutral,Mobile Deposit,Fees,Medium,26.59514865,185.4497424,572631,9.924982614,2022-11-29,Credit,2022-10-01 00:00:00,0.491632354,6.581980939,8.309378759,0.290311666,93835.28697
571,62,M,Levyborough,High,"Scientist, product/process development",Bachelor,Widowed,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,94,9,FALSE,FALSE,0.041243471,13,0,862,258.9823158,222396,2023-02-08,2021-11-12,2.608617565,3.534421434,3.449657766,3,-69,2023-10-20,5,0.915795668,2.22496678,Neutral,,Fees,High,16.61753713,923.1631039,79263,7.593642542,2023-05-28,Transfer,2023-02-08 00:00:00,0.817913475,1.057851666,15.94498544,0.549074036,39257.06024
572,21,M,Brandonport,Low,Corporate investment banker,High School,Single,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,54,1,FALSE,FALSE,0.068733362,19,3,988,344.1983786,339872,2023-03-24,2022-08-14,1.810635973,3.749893057,3.853970804,9,-47,2023-09-03,9,0.982832613,1.184329906,Positive,Mobile Deposit,App Issues,Low,93.31651773,16.67207734,445073,9.349358567,2023-06-13,Debit,2023-03-24 00:00:00,0.415911739,0.399597681,4.439162491,0.293125391,89698.98129
573,79,F,Harperfort,High,"Surveyor, mining",High School,Single,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,74,5,TRUE,FALSE,0.549512668,13,1,215,216.4815186,46440,2022-02-11,2021-09-15,2.534464269,1.288070141,1.710696661,7,54,2022-10-25,14,0.904598996,2.070597357,Positive,Budgeting Tools,,High,2.159229187,714.4017295,305834,11.84380677,2022-10-18,Credit,2022-02-11 00:00:00,0.734880161,9.304067467,2.812861685,0.864826738,48856.92112
574,82,Other,Amandaville,High,Adult guidance worker,PhD,Married,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,93,2,TRUE,TRUE,0.442844422,14,8,701,13.27860489,9113,2021-06-05,2021-10-03,3.317681194,2.523810978,2.395220476,6,45,2022-04-20,18,0.630126037,3.099406573,Neutral,International Transfers,App Issues,High,62.01434063,51.02354156,326096,18.44611729,2023-06-25,Credit,2021-06-05 00:00:00,0.52028858,1.2303659,7.193435949,0.647238003,2951.427646
575,49,Other,Andersonview,Medium,Higher education careers adviser,Bachelor,Single,3,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,78,5,FALSE,FALSE,0.964451889,15,1,315,73.96491747,22995,2022-05-13,2021-01-24,3.395016773,4.624872904,2.239200881,2,-53,2022-04-30,9,0.818772057,1.344348808,Neutral,International Transfers,,Low,69.70022925,353.9052277,423356,16.68066458,2023-01-28,Credit,2022-05-13 00:00:00,0.719277735,1.323421002,1.925848215,0.247784119,7847.923464
576,51,F,Kathrynstad,Medium,"Accountant, chartered certified",Bachelor,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,5,FALSE,TRUE,0.936846655,6,7,719,986.4564295,708934,2021-07-28,2021-05-27,4.592230724,4.601996741,3.895447996,9,83,2021-08-04,14,0.568376052,3.500414508,Positive,International Transfers,,Medium,74.96595256,286.1327871,978439,1.739326907,2022-07-06,Debit,2021-07-28 00:00:00,0.093208126,6.931272926,6.110663041,0.140403923,19436.50534
577,56,M,South Brettside,Low,Local government officer,High School,Married,5,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,1,TRUE,FALSE,0.660218664,10,9,878,914.0904427,802492,2022-09-10,2021-02-02,4.720684748,3.647336795,2.576420392,1,10,2021-12-23,9,0.706311324,3.765132592,Neutral,International Transfers,Fees,High,51.85008846,423.7727007,697135,15.80296562,2023-11-10,Credit,2022-09-10 00:00:00,0.13840436,4.544274561,13.9362811,0.052628067,3138.634728
578,43,F,West Angela,High,Orthoptist,High School,Married,6,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,98,4,FALSE,FALSE,0.071867428,3,9,117,88.65587025,10296,2021-09-05,2021-10-22,1.812069615,3.610778657,3.114337955,1,22,2023-02-26,12,0.574390323,2.535912095,Positive,Mobile Deposit,Customer Service,Medium,25.62348842,330.1821076,121671,23.17268438,2022-10-31,Transfer,2021-09-05 00:00:00,0.162304412,8.185029023,11.9653825,0.266881821,19739.989
579,51,F,South Williamside,High,Commercial/residential surveyor,PhD,Divorced,5,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,7,TRUE,TRUE,0.503190084,4,6,779,466.6600513,363014,2021-03-26,2023-09-24,2.961301205,4.421647746,4.105681239,8,-63,2023-05-11,18,0.885646619,4.636139472,Neutral,International Transfers,Fees,High,80.55833227,729.5012942,472799,19.83693298,2023-02-19,Credit,2021-03-26 00:00:00,0.908923074,3.594983826,3.281474736,0.707797965,13126.00232
580,71,F,Marciaville,High,Curator,Master,Married,1,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,57,1,FALSE,FALSE,0.045066782,13,5,525,974.8256079,511350,2022-12-13,2023-06-14,2.782415411,2.368618237,2.973047678,3,-48,2021-05-12,16,0.574834927,1.339341294,Negative,International Transfers,Customer Service,Low,9.333802826,639.291629,305830,19.6104403,2023-05-07,Debit,2022-12-13 00:00:00,0.674805198,2.023313658,9.035050286,0.311759031,92484.25812
581,20,F,North Phillip,Low,Systems developer,Bachelor,Divorced,3,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,22,2,FALSE,FALSE,0.907937123,8,3,318,63.93236409,20034,2023-12-28,2021-10-06,4.069117503,1.198628739,3.902423093,9,86,2021-05-07,14,0.870934681,3.504141905,Neutral,International Transfers,,High,95.64641333,509.3827184,289366,2.781126684,2023-12-30,Transfer,2023-12-28 00:00:00,0.499078069,5.512455982,5.03843251,0.636950292,99222.87949
582,67,M,Angelastad,Premium,Travel agency manager,Bachelor,Married,4,Marketing,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,52,4,TRUE,TRUE,0.659983017,8,2,988,672.0666081,663936,2023-05-28,2021-06-23,1.770614795,4.385513615,3.266409741,7,-38,2022-05-28,10,0.550842227,3.942100927,Neutral,International Transfers,Customer Service,High,32.06747935,363.0814692,670237,15.52852068,2023-06-29,Debit,2023-05-28 00:00:00,0.077852702,7.338520221,8.305181994,0.895351848,93060.29434
583,29,F,East Carrie,Low,Politician's assistant,PhD,Divorced,6,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,36,2,FALSE,FALSE,0.57389632,10,9,882,115.4267101,101430,2023-01-29,2021-10-09,1.904389981,2.248739009,3.850832729,10,75,2021-08-23,11,0.772120052,4.142500917,Neutral,International Transfers,,Medium,8.155843269,82.47053553,972364,7.894616278,2023-05-19,Credit,2023-01-29 00:00:00,0.553011862,1.801302286,5.699351311,0.972416023,57675.02573
584,82,M,Porterton,Medium,Licensed conveyancer,PhD,Widowed,3,Branch,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,19,2,TRUE,FALSE,0.427903854,18,4,71,354.4790963,25134,2021-05-22,2023-05-02,1.632819403,3.691031166,1.362822283,7,-100,2021-03-18,19,0.603425965,2.805286686,Positive,Budgeting Tools,,Medium,11.09345731,641.209042,836563,23.05123481,2022-03-29,Debit,2021-05-22 00:00:00,0.175433517,9.223447913,1.036630043,0.754710476,86644.2471
585,71,F,East Jenniferfort,Medium,Air traffic controller,Bachelor,Widowed,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,18,1,FALSE,FALSE,0.509716865,18,1,607,56.60524583,33992,2023-11-03,2023-07-23,3.929098797,2.952682475,4.912876453,10,70,2021-05-30,15,0.574536542,2.071569821,Negative,Investment Analytics,Customer Service,High,99.05687546,269.9643762,891247,1.633571311,2023-11-14,Transfer,2023-11-03 00:00:00,0.241007152,1.936666467,14.21573896,0.666015351,3881.863401
586,22,Other,Hernandezhaven,Low,Stage manager,Bachelor,Divorced,3,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,17,2,FALSE,TRUE,0.40029463,11,1,241,602.4022433,145082,2022-11-30,2023-05-22,1.909904162,1.579126959,1.34786403,10,-100,2023-06-24,14,0.718828858,4.850578794,Positive,Mobile Deposit,Fees,High,61.22498218,251.5146801,524641,18.27230521,2023-08-13,Debit,2022-11-30 00:00:00,0.96846915,9.549372456,11.95461197,0.705917846,97593.11459
587,74,M,West Sarah,Medium,Data processing manager,High School,Widowed,2,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,67,3,FALSE,FALSE,0.099614033,14,7,363,705.4393267,255915,2021-01-26,2022-01-04,2.678692088,2.673584545,3.544428669,1,-4,2023-02-06,19,0.981808499,4.708863765,Neutral,Investment Analytics,Customer Service,Low,61.41353133,753.3669746,391122,4.063080277,2023-04-24,Transfer,2021-01-26 00:00:00,0.726422739,1.45117471,13.53899506,0.143170336,856.0978693
588,34,Other,Franciscoport,High,"Optician, dispensing",Master,Single,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,60,4,TRUE,TRUE,0.660986452,1,2,22,51.02997042,1122,2023-05-11,2023-07-20,2.038811141,2.050053686,1.092533275,1,37,2021-03-02,17,0.543577706,4.941660057,Neutral,International Transfers,App Issues,High,82.55724919,308.8129117,638327,15.35564209,2023-07-26,Credit,2023-05-11 00:00:00,0.106215868,1.285487116,14.35636496,0.728577157,41443.03529
589,64,F,Williamhaven,High,Therapeutic radiographer,Bachelor,Married,5,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,71,1,FALSE,TRUE,0.996410841,11,6,38,509.1019685,19342,2023-10-01,2023-11-10,4.929152471,1.033055243,3.068473917,7,-95,2021-12-23,12,0.722006157,3.897129385,Negative,,,Low,49.58586677,743.8704595,382716,1.087643392,2023-11-08,Transfer,2023-10-01 00:00:00,0.788059609,1.856036254,14.09412888,0.445782008,21220.97092
590,40,F,Ericksonport,High,Mechanical engineer,PhD,Divorced,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,45,1,TRUE,FALSE,0.112493083,2,5,654,306.0303423,200124,2021-08-05,2023-05-19,3.591991386,3.095676158,1.384083398,9,8,2022-10-20,4,0.546296612,4.126925339,Neutral,International Transfers,Transaction Delays,Medium,25.88303129,752.5222038,746432,15.21994635,2023-04-21,Debit,2021-08-05 00:00:00,0.615749501,3.711991904,18.77116859,0.209103381,48742.67358
591,31,F,Cabrerastad,Medium,Sport and exercise psychologist,High School,Widowed,5,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,93,7,TRUE,TRUE,0.994181811,14,7,774,712.1456871,551088,2023-06-07,2023-07-11,2.142505783,3.256242217,1.359972581,2,51,2021-08-09,16,0.621821471,4.720323787,Positive,Mobile Deposit,,Low,15.84453008,163.9399961,32961,19.67304538,2023-09-28,Debit,2023-06-07 00:00:00,0.307398976,4.871001318,16.75429904,0.064241475,91681.61412
592,83,M,Emilychester,High,Data processing manager,High School,Widowed,2,Referral,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,47,5,TRUE,FALSE,0.89961235,13,2,238,515.1607766,122570,2023-01-12,2023-02-27,1.464072434,2.223759115,2.139677556,7,97,2023-07-10,1,0.636071871,2.772681935,Neutral,Mobile Deposit,,High,13.78302087,299.9187528,77119,10.34403173,2023-08-19,Transfer,2023-01-12 00:00:00,0.418467111,6.231522707,11.28467548,0.44683953,16794.90899
593,68,Other,Lauratown,Low,Politician's assistant,PhD,Single,6,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,19,7,TRUE,TRUE,0.894184624,18,0,543,26.63158672,14118,2023-07-31,2022-12-29,2.754832519,2.176762611,1.966522879,8,-92,2023-02-13,2,0.75347257,1.650393809,Negative,International Transfers,Customer Service,Medium,79.61322369,575.2474857,695542,28.2730683,2023-08-01,Transfer,2023-07-31 00:00:00,0.309637062,3.078112663,2.451965563,0.184964088,32711.94671
594,55,M,Bakershire,Medium,Geographical information systems officer,PhD,Married,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,71,9,FALSE,FALSE,0.831249462,2,5,893,272.8331703,242896,2021-11-10,2022-04-08,1.724609668,2.787891066,1.547274958,2,60,2021-09-30,6,0.891147224,3.238684896,Neutral,Budgeting Tools,App Issues,Low,87.24175644,982.723149,929940,12.87177841,2022-05-06,Debit,2021-11-10 00:00:00,0.619251735,4.848467676,0.038618523,0.625720545,23913.60582
595,81,M,Lake Brett,Low,Chief Financial Officer,High School,Single,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,1,TRUE,TRUE,0.923553483,14,5,51,492.5906523,25092,2023-06-11,2022-01-16,1.668847884,3.470843885,3.316804822,1,-86,2022-02-14,16,0.667275003,2.908230523,Negative,Budgeting Tools,Fees,Medium,83.78410432,351.3334935,710629,9.116282227,2023-08-17,Debit,2023-06-11 00:00:00,0.396362628,1.406684259,1.590854613,0.203945122,28167.80088
596,55,F,Jacksonfurt,Medium,Statistician,PhD,Divorced,4,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,33,8,TRUE,FALSE,0.246424515,10,7,387,105.3688924,40635,2021-12-27,2023-05-20,2.180193945,4.874148107,4.541609656,7,-63,2022-02-05,14,0.89011337,4.120530801,Negative,Investment Analytics,Fees,Low,96.88038163,861.4385745,477304,24.35045613,2023-08-16,Credit,2021-12-27 00:00:00,0.373949893,6.210393016,17.28369591,0.356081377,62496.3449
597,67,Other,Port Erin,Medium,Museum/gallery exhibitions officer,High School,Widowed,3,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,6,4,FALSE,FALSE,0.437151465,8,9,913,886.7450039,808918,2023-12-05,2021-01-16,4.865533933,2.911062464,4.669714488,1,35,2022-06-02,6,0.508085805,3.956834604,Positive,International Transfers,Transaction Delays,High,87.46255072,865.4966367,450014,6.246753381,2023-12-21,Credit,2023-12-05 00:00:00,0.885176845,9.53289426,17.86950029,0.768725409,99739.82483
598,47,F,New Stacyville,Medium,"Teacher, primary school",PhD,Widowed,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,49,9,FALSE,TRUE,0.479814907,6,2,20,897.6010262,17940,2022-07-08,2023-10-18,2.59934328,4.734319011,2.161596113,2,13,2023-10-03,2,0.527775045,2.103182415,Positive,Mobile Deposit,Customer Service,High,41.72621686,322.3342139,69666,23.99144226,2023-09-21,Transfer,2022-07-08 00:00:00,0.107470939,3.865246343,12.48794825,0.779092986,44836.74602
599,68,M,North Scott,Medium,Multimedia specialist,High School,Widowed,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,52,2,FALSE,FALSE,0.067980239,6,8,135,121.4731591,16335,2023-09-18,2022-04-30,1.841443315,4.89982749,4.458292363,5,-11,2023-06-16,5,0.584740838,1.40963068,Negative,International Transfers,Fees,Low,17.29891361,963.8877295,48112,25.85461417,2023-11-11,Debit,2023-09-18 00:00:00,0.502297432,5.675768013,16.90006689,0.082411433,49000.74745
600,80,F,Hernandezborough,Premium,Local government officer,Bachelor,Single,5,Branch,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,85,9,FALSE,TRUE,0.980955083,6,5,401,884.4694717,354484,2023-08-11,2023-10-25,2.313763805,3.4330818,4.870059096,3,98,2022-08-09,16,0.723891358,3.297244201,Positive,Investment Analytics,,Medium,78.78721382,66.3280932,480403,8.060209731,2023-09-29,Transfer,2023-08-11 00:00:00,0.332473063,7.798573427,18.31300376,0.796464044,34942.22924
601,69,Other,Shawfort,Medium,Optometrist,Bachelor,Single,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,72,8,TRUE,FALSE,0.68944255,16,0,826,576.812164,475776,2023-06-12,2022-07-06,2.910993274,3.24250957,2.248663191,5,-91,2022-04-07,0,0.683917959,3.708048851,Positive,Investment Analytics,Customer Service,Low,51.21888712,268.171329,359648,20.38984439,2023-08-19,Credit,2023-06-12 00:00:00,0.018800696,8.406054136,2.047041599,0.780053657,64382.35823
602,55,F,Lake Devinborough,Premium,"Buyer, industrial",PhD,Married,1,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,10,6,TRUE,TRUE,0.451569887,3,2,754,866.9766015,652964,2022-07-04,2023-04-22,1.287385322,1.241020232,4.748770664,8,45,2022-02-17,16,0.861909186,3.029906586,Negative,Mobile Deposit,Transaction Delays,High,35.81985172,526.2268711,568332,13.35573249,2022-12-29,Transfer,2022-07-04 00:00:00,0.237902278,4.751786971,3.550159157,0.401337986,49922.3283
603,47,Other,Whitneyfort,High,"Engineer, technical sales",Master,Divorced,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,75,5,TRUE,FALSE,0.99226149,3,3,474,631.4995438,299094,2022-10-23,2023-01-22,2.219975747,1.892826036,2.704116839,5,-75,2021-11-28,1,0.996414397,3.669435352,Negative,International Transfers,Fees,Medium,3.272676644,99.17588339,711217,17.00645573,2023-11-08,Debit,2022-10-23 00:00:00,0.487983565,9.176298711,10.37059451,0.543385788,76818.74638
604,68,Other,Edwardsburgh,Medium,"Administrator, local government",Bachelor,Married,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,7,3,FALSE,TRUE,0.272197213,6,2,498,917.745985,456666,2022-05-18,2021-03-10,1.572805372,4.992640413,2.856185442,3,-97,2023-06-08,7,0.899071124,4.007470022,Neutral,Budgeting Tools,,Low,79.8238174,806.5379503,828674,17.52985121,2022-07-12,Transfer,2022-05-18 00:00:00,0.639824611,6.63358865,2.246509329,0.951929883,71239.28468
605,22,F,Barrmouth,High,"Surveyor, planning and development",High School,Married,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,31,1,FALSE,TRUE,0.33702057,1,5,117,465.2339734,54405,2021-06-27,2021-03-19,1.361244575,3.98437752,2.92158242,2,68,2023-12-19,14,0.908807476,2.775803754,Positive,Mobile Deposit,,Medium,87.70679596,192.1236905,63284,6.01054698,2023-07-14,Credit,2021-06-27 00:00:00,0.809352493,3.674512209,6.155447814,0.680978062,90151.45749
606,46,M,Ericaview,Low,Race relations officer,Master,Widowed,5,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,62,6,TRUE,TRUE,0.190855072,4,6,667,998.1961156,665666,2022-07-26,2023-09-17,4.635971937,3.671909895,3.924536176,5,99,2022-01-29,14,0.993895668,3.010101243,Neutral,,,Medium,57.25343708,903.9507444,99247,25.69585307,2023-07-26,Credit,2022-07-26 00:00:00,0.835019106,6.962064237,5.150766291,0.483084405,2528.629956
607,21,F,Leebury,High,Physiological scientist,High School,Single,7,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,54,5,FALSE,FALSE,0.186511638,9,1,525,858.9523828,450450,2023-07-13,2023-01-25,2.136578719,3.266634465,2.042520986,1,-12,2021-06-26,5,0.731376305,3.539314812,Negative,International Transfers,App Issues,High,95.48679175,975.2954668,564688,29.53125648,2023-09-14,Debit,2023-07-13 00:00:00,0.686854898,8.571485901,14.6308917,0.916962319,88397.63958
608,27,M,Angelabury,Medium,Chief Technology Officer,High School,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,58,8,TRUE,FALSE,0.188480177,17,5,488,633.0582858,308904,2022-05-15,2021-08-20,1.836546412,3.731232223,1.961402378,6,32,2021-02-19,10,0.98328031,3.465149152,Positive,Investment Analytics,Fees,Medium,5.313741852,737.391037,788439,15.51096689,2023-08-05,Transfer,2022-05-15 00:00:00,0.50068773,6.768179149,4.665548131,0.519597815,66530.33312
609,73,M,Kellieborough,Premium,Dancer,Bachelor,Married,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,62,1,FALSE,FALSE,0.610836883,13,3,517,398.0874682,205766,2023-08-10,2023-09-14,3.801405919,3.723020262,3.518089288,4,-97,2021-07-17,8,0.792039688,2.941233111,Negative,Mobile Deposit,Customer Service,High,8.667908587,632.4159828,406195,3.860428472,2023-12-04,Credit,2023-08-10 00:00:00,0.469455113,7.039842644,1.293750093,0.959916579,99376.29567
610,34,F,Stewartstad,High,Energy manager,PhD,Divorced,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,1,FALSE,FALSE,0.294134356,2,0,65,619.5889837,40235,2023-02-16,2021-06-13,1.229795081,1.886168787,3.230405027,5,6,2022-02-21,12,0.838379717,2.013788056,Neutral,Mobile Deposit,,Low,12.87460158,589.5594462,432378,22.06715234,2023-10-16,Transfer,2023-02-16 00:00:00,0.879884621,4.202934248,18.00720549,0.188023155,73621.52811
611,34,M,Keithshire,High,Seismic interpreter,PhD,Widowed,5,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,25,7,FALSE,FALSE,0.951727911,2,1,657,731.6747465,480267,2022-11-20,2021-10-18,4.89295803,4.139045875,1.28417524,9,-93,2021-03-10,11,0.514843831,3.726168564,Neutral,International Transfers,,High,37.21204574,708.4465236,967603,4.895204366,2023-10-06,Credit,2022-11-20 00:00:00,0.897003218,9.102837673,2.470084893,0.062963558,98125.62916
612,51,M,Huangfurt,High,Interior and spatial designer,High School,Married,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,50,8,TRUE,FALSE,0.816725979,18,4,165,349.2533704,57585,2021-02-28,2023-12-15,4.939990825,2.861111698,4.610063557,5,-99,2021-10-15,10,0.734140154,2.552260255,Positive,International Transfers,App Issues,Medium,35.99687744,882.5051784,441400,1.230570462,2022-07-09,Credit,2021-02-28 00:00:00,0.175518392,1.949646187,12.08310727,0.91131882,78632.46784
613,23,F,Stephanieberg,Medium,"Teacher, music",Bachelor,Single,5,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,32,1,FALSE,TRUE,0.161205775,12,8,912,545.5355289,497040,2023-10-10,2022-07-27,4.059572948,3.806252842,2.162653982,10,30,2021-01-11,2,0.987441669,2.833160639,Neutral,Mobile Deposit,Customer Service,High,62.22939784,715.5357683,443536,14.09925975,2023-11-14,Credit,2023-10-10 00:00:00,0.441669262,8.278310876,16.99311607,0.710144751,19982.32049
614,70,F,Bobbyland,Medium,Legal secretary,High School,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,9,FALSE,TRUE,0.833980716,6,4,658,891.3009187,586278,2022-10-28,2023-08-11,4.948105878,2.390082366,4.003871524,3,-71,2023-01-07,11,0.965986888,3.100523369,Positive,International Transfers,Customer Service,Medium,85.21459059,799.1118334,839433,20.38166576,2023-10-01,Transfer,2022-10-28 00:00:00,0.80075076,6.233286969,14.83645926,0.589469155,39333.43006
615,83,F,Sandraview,Medium,Community arts worker,Master,Widowed,6,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,21,7,TRUE,FALSE,0.345657694,5,7,348,952.8185963,331296,2022-01-08,2023-11-25,2.024455796,3.309720657,3.313673231,8,34,2023-04-16,6,0.693315178,2.871592676,Neutral,Investment Analytics,Customer Service,Low,10.56456317,287.4026913,40143,14.93212726,2023-08-17,Debit,2022-01-08 00:00:00,0.646607884,3.133428258,8.395525962,0.89467692,36984.63337
616,60,M,Lewisside,Medium,Food technologist,High School,Married,3,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,66,7,TRUE,TRUE,0.227768167,19,9,259,621.9685251,160839,2023-09-26,2021-06-10,2.018529759,3.940655975,3.288922569,8,-57,2021-05-28,12,0.785722993,3.647354307,Neutral,Mobile Deposit,App Issues,High,52.31288499,827.7327989,64814,5.803925808,2023-12-05,Credit,2023-09-26 00:00:00,0.34633802,4.129465893,13.39541098,0.203094473,61573.60022
617,40,Other,Sarahview,Medium,"Engineer, agricultural",Bachelor,Widowed,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,8,TRUE,FALSE,0.782071345,12,1,914,158.5127941,144412,2022-03-11,2023-12-08,4.475765905,3.447098765,4.434910758,1,51,2022-11-29,2,0.924292767,3.057005368,Neutral,Investment Analytics,,Medium,7.851532148,181.5314668,783727,14.43997342,2023-12-23,Transfer,2022-03-11 00:00:00,0.426872312,6.434435871,14.34771771,0.008768031,54917.93488
618,72,M,North Christina,High,"Geologist, engineering",High School,Married,7,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,77,8,FALSE,FALSE,0.856998055,4,4,937,769.6059351,720553,2022-12-28,2021-07-01,3.430017818,3.533379511,4.521802826,8,17,2022-01-15,16,0.656983901,2.195445008,Positive,International Transfers,Transaction Delays,Medium,13.14333079,37.6881034,587709,4.951394702,2023-11-13,Credit,2022-12-28 00:00:00,0.96174517,4.413479964,10.88917042,0.303927558,96146.1104
619,33,Other,East Brent,Medium,Oceanographer,Bachelor,Divorced,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,1,FALSE,FALSE,0.96044905,5,0,245,255.1753916,62475,2022-06-14,2022-05-18,3.892333614,1.740921525,3.240671744,9,-94,2023-12-18,18,0.608876533,4.83035367,Negative,International Transfers,,Medium,76.8094312,507.0134677,596285,27.37174953,2023-06-18,Transfer,2022-06-14 00:00:00,0.773926407,3.985231324,18.96652618,0.28213186,91890.30446
620,25,F,Lake Jesse,Premium,Special educational needs teacher,PhD,Single,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,97,4,TRUE,FALSE,0.42021918,11,1,640,74.30831762,47360,2022-11-29,2023-08-26,1.055251646,3.023585435,2.713671481,5,-1,2023-10-14,19,0.574090198,4.946846417,Positive,Budgeting Tools,Fees,Low,55.66164822,430.2598093,938053,12.95300317,2023-02-27,Credit,2022-11-29 00:00:00,0.610299618,1.78272918,18.72926191,0.501942733,48389.17791
621,21,Other,South Markfort,High,Database administrator,Bachelor,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,62,9,FALSE,TRUE,0.562111388,7,2,222,377.2471571,83694,2022-07-27,2021-06-09,2.855430886,2.097315042,3.480272293,5,-100,2022-01-25,9,0.563266078,1.291276067,Negative,,App Issues,Medium,29.9176376,320.8225652,431474,9.508369232,2023-11-22,Credit,2022-07-27 00:00:00,0.984946652,9.465526113,14.53057093,0.427382622,36508.22325
622,21,F,Lake Kellitown,Medium,Financial adviser,Master,Divorced,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,3,TRUE,TRUE,0.614917196,17,7,736,276.1060952,203136,2022-07-20,2022-10-02,2.113372076,2.480835018,1.478645371,10,-71,2022-03-01,15,0.945833973,3.699352058,Positive,,Customer Service,Medium,32.14245378,177.1566636,589481,23.58461736,2023-03-14,Credit,2022-07-20 00:00:00,0.780839,6.543395475,16.68900203,0.040171903,24549.88514
623,73,F,South Denise,Premium,Theatre manager,Bachelor,Widowed,1,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,40,6,FALSE,FALSE,0.627704099,14,9,590,519.6352555,306210,2021-01-21,2021-04-19,1.615932059,4.207315663,2.680102962,8,-37,2023-08-29,4,0.789765679,4.546831296,Positive,,Transaction Delays,High,51.50289593,423.2770116,254189,16.44096096,2023-01-20,Debit,2021-01-21 00:00:00,0.2169296,9.354527201,16.66357342,0.690232539,2483.906625
624,42,Other,Woodsborough,Medium,Insurance risk surveyor,Master,Married,4,Branch,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,75,4,FALSE,TRUE,0.402156069,7,2,17,12.31623442,204,2023-11-25,2022-12-05,3.075162616,1.190647191,3.647840006,1,-43,2023-10-23,5,0.768055892,4.805361292,Negative,,App Issues,Low,43.38273311,727.7585842,754131,4.125667788,2023-12-20,Credit,2023-11-25 00:00:00,0.247069002,4.288363844,15.64345799,0.458971247,8630.464898
625,84,F,Manuelton,High,Sales executive,Master,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,1,FALSE,TRUE,0.15235027,12,3,595,682.8607961,405790,2022-01-27,2021-01-23,2.107534218,2.029820201,4.052083361,2,-40,2022-12-23,11,0.58642566,4.249538427,Neutral,,App Issues,High,9.487609744,840.086452,913809,3.336040633,2022-05-01,Debit,2022-01-27 00:00:00,0.769235708,9.372650833,15.94373464,0.816840764,95902.17148
626,84,Other,Lake Audreyside,Medium,Glass blower/designer,High School,Widowed,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,32,3,TRUE,TRUE,0.070445866,6,3,829,447.2634837,370563,2021-06-25,2023-08-19,3.173633425,4.156702242,3.885193099,9,-31,2023-01-01,0,0.69856282,4.569924408,Neutral,Budgeting Tools,Transaction Delays,Low,36.81696707,360.684136,456630,8.03111712,2022-06-02,Credit,2021-06-25 00:00:00,0.070276337,4.855029936,6.662074567,0.959875713,78193.23698
627,44,F,East Robertburgh,Medium,Architect,Master,Single,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,31,3,TRUE,FALSE,0.905988387,15,8,687,266.8710103,182742,2022-05-10,2023-07-19,1.312806887,4.385389816,1.69846643,6,92,2021-10-10,17,0.995226974,2.425686583,Negative,Investment Analytics,Fees,Medium,57.57308486,47.35076831,989417,22.94255016,2022-11-07,Debit,2022-05-10 00:00:00,0.982111608,7.579490312,8.235165886,0.030832714,17741.86064
628,49,M,Port Randyfort,Medium,Air traffic controller,Bachelor,Divorced,4,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,20,3,FALSE,FALSE,0.366551033,19,3,328,278.4906297,91184,2023-04-13,2023-11-16,4.190860551,1.851883433,3.446176483,10,-11,2021-05-18,15,0.741120225,4.323684137,Neutral,International Transfers,Transaction Delays,Low,85.27769303,179.9032823,256709,13.54568902,2023-10-26,Debit,2023-04-13 00:00:00,0.69994046,3.740866674,8.87826543,0.893020353,40694.95512
629,67,M,Lake Suzanne,Medium,"Development worker, international aid",PhD,Married,4,Branch,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,52,6,TRUE,TRUE,0.180687333,4,8,580,51.88669724,29580,2023-09-28,2023-08-19,4.79824522,1.661052177,1.361314006,3,-70,2023-06-18,18,0.527110022,3.444851379,Neutral,,Fees,Low,32.41926297,224.4411653,788590,5.610583886,2023-11-18,Credit,2023-09-28 00:00:00,0.150078645,8.975786356,11.33311772,0.346701586,39140.08789
630,78,F,Nancytown,Medium,Purchasing manager,Bachelor,Single,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,9,TRUE,TRUE,0.983572013,19,7,920,230.3867514,211600,2022-05-08,2022-11-10,3.517590902,4.197069394,3.383983903,6,89,2023-05-26,1,0.699064997,2.702449869,Neutral,,App Issues,Medium,23.8074838,873.1205038,308710,1.16918657,2023-05-22,Credit,2022-05-08 00:00:00,0.954855345,5.309060417,16.10219293,0.275878793,8380.573367
631,68,F,Ashleyville,Medium,Environmental manager,PhD,Widowed,3,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,77,7,FALSE,FALSE,0.802907883,14,3,861,127.346994,109347,2023-09-03,2023-05-13,1.571136401,3.869401551,3.983735792,9,67,2023-02-10,4,0.527052303,4.23364585,Neutral,,Fees,Low,31.86607883,212.6676561,707055,11.14354535,2023-12-16,Credit,2023-09-03 00:00:00,0.945334066,1.966408561,13.97466152,0.85422873,48026.05493
632,36,Other,Justinside,Medium,Accommodation manager,Master,Single,7,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,65,7,FALSE,FALSE,0.981182887,14,2,431,442.1660811,190502,2023-10-03,2022-12-24,3.996299676,3.252797442,3.525544638,7,3,2021-05-26,4,0.825570305,1.882444947,Neutral,International Transfers,Fees,High,42.58911119,56.50642855,70532,7.054443798,2023-11-14,Debit,2023-10-03 00:00:00,0.01822444,4.374020097,2.407234982,0.441490688,14681.46673
633,38,M,Smallberg,Premium,Accounting technician,High School,Widowed,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,48,1,TRUE,FALSE,0.278805648,0,1,824,499.3095621,411176,2023-07-07,2022-08-27,4.513474417,2.832027761,3.499656907,9,-35,2021-06-10,18,0.709666694,4.791192998,Neutral,Investment Analytics,Customer Service,Medium,59.47288662,491.4557485,285442,28.46636495,2023-11-28,Credit,2023-07-07 00:00:00,0.343162055,2.546010578,3.593340536,0.73577366,46765.04227
634,22,Other,Nelsonville,Medium,"Scientist, audiological",Master,Married,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,70,9,TRUE,FALSE,0.463247768,3,7,505,825.270116,416625,2021-02-05,2022-08-16,2.465908937,4.501121097,3.612545491,7,38,2021-09-18,10,0.576091753,2.848470933,Negative,Investment Analytics,,Low,84.79940287,86.14705384,900349,6.03152157,2021-06-20,Transfer,2021-02-05 00:00:00,0.094604818,7.352288727,2.140526417,0.826796588,38896.71954
635,59,F,Franciscomouth,Medium,Politician's assistant,Master,Widowed,7,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,78,4,FALSE,TRUE,0.808692975,19,7,383,570.0734179,218310,2021-07-10,2021-12-10,3.055080629,2.11735024,2.672217732,1,8,2023-11-26,4,0.923535158,4.395707521,Neutral,International Transfers,,High,16.06547629,106.4513113,45124,21.08855723,2022-04-09,Debit,2021-07-10 00:00:00,0.139887476,0.522128027,2.51877641,0.467809478,53452.76674
636,78,F,Jennifertown,High,Tourism officer,PhD,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,8,FALSE,FALSE,0.551890902,3,0,843,591.4573562,498213,2022-08-26,2021-03-14,1.254740565,3.590179987,2.539964389,9,-49,2022-09-03,10,0.794878142,1.982394817,Positive,,App Issues,Medium,72.48894062,376.1345709,652493,6.871970298,2023-05-02,Debit,2022-08-26 00:00:00,0.752053442,2.119507668,19.14902405,0.092112584,12872.88323
637,39,Other,Krystalshire,High,"Nurse, adult",Bachelor,Single,1,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,91,1,FALSE,FALSE,0.354963461,14,6,512,106.3021575,54272,2022-03-30,2022-09-15,3.190725817,4.720020624,2.779800422,4,88,2021-07-26,10,0.742598012,4.574546145,Neutral,Investment Analytics,App Issues,High,77.88353683,862.24147,814252,1.93549257,2023-05-03,Credit,2022-03-30 00:00:00,0.211989379,2.78132993,0.991746686,0.100965034,31292.96153
638,38,F,East Cheryl,Premium,Neurosurgeon,High School,Widowed,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,40,8,FALSE,FALSE,0.158426594,2,7,332,357.116778,118524,2023-04-09,2022-06-18,1.189874026,1.687764427,1.845271782,2,-39,2021-08-30,7,0.896009662,3.179584559,Positive,Budgeting Tools,,High,66.99519556,872.7341022,411468,0.320818452,2023-06-28,Debit,2023-04-09 00:00:00,0.253080837,9.274799854,10.17178148,0.960073522,77196.50906
639,18,M,Wilcoxhaven,Medium,Biomedical scientist,High School,Divorced,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,9,FALSE,FALSE,0.561765208,5,6,654,798.5491414,521892,2022-05-14,2021-05-06,2.408399041,1.772846835,2.815325168,10,4,2023-10-19,15,0.786999454,2.091475231,Positive,Budgeting Tools,Transaction Delays,Medium,90.21204589,777.1269596,550358,8.001820329,2023-05-27,Transfer,2022-05-14 00:00:00,0.069232223,2.883223299,0.367397922,0.968358805,72196.61531
640,22,Other,Christopherville,Low,Automotive engineer,High School,Single,5,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,70,5,TRUE,FALSE,0.59838735,13,2,839,588.4086282,493332,2022-09-20,2023-08-28,2.113186982,1.475018686,4.618324987,9,-63,2022-04-18,10,0.532628914,3.405653869,Positive,Budgeting Tools,Customer Service,High,86.73660133,134.2455056,880731,27.22564464,2023-10-28,Transfer,2022-09-20 00:00:00,0.562684381,4.080842409,8.028805323,0.230902292,24843.18835
641,29,M,East Thomas,Medium,Commercial horticulturist,High School,Divorced,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,35,7,TRUE,TRUE,0.720747887,1,3,579,381.5662383,220599,2023-01-26,2021-12-13,1.731742553,2.068126766,2.16292996,10,-7,2021-04-16,0,0.62893942,1.29585187,Positive,,,Low,93.00693657,420.7104702,80449,7.075297091,2023-06-01,Transfer,2023-01-26 00:00:00,0.431839742,9.934764546,12.88878111,0.11804245,27062.95062
642,63,M,North Jose,Medium,Naval architect,Bachelor,Divorced,4,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,2,TRUE,FALSE,0.790525734,15,4,224,436.7247204,97664,2023-08-28,2021-04-16,4.412082959,3.275408672,2.724286091,5,24,2022-11-09,14,0.78676636,2.439719224,Neutral,International Transfers,Customer Service,Medium,62.28825117,221.393363,861802,16.5820657,2023-12-17,Debit,2023-08-28 00:00:00,0.840576314,8.829163891,16.23702264,0.974837142,87855.81817
643,51,M,South Karen,High,Retail manager,High School,Divorced,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,1,TRUE,FALSE,0.118108688,2,0,139,124.7337267,17236,2023-12-24,2022-08-21,3.413778005,2.317459004,3.583996446,2,-14,2021-02-16,16,0.552752204,3.118229591,Positive,Mobile Deposit,Customer Service,Medium,1.937867931,145.420999,57197,7.247056359,2023-12-24,Credit,2023-12-24 00:00:00,0.928877244,8.337930689,13.10621064,0.720937104,51977.69272
644,66,Other,Kevinshire,Medium,"Engineer, drilling",PhD,Divorced,1,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,93,6,TRUE,FALSE,0.627953114,19,9,770,35.97540416,26950,2022-12-06,2021-02-25,3.71226849,3.237288752,4.068794728,9,-48,2022-04-04,15,0.625031124,3.105830622,Positive,International Transfers,,High,86.11661781,717.0499464,819979,21.40520254,2023-10-19,Debit,2022-12-06 00:00:00,0.133021983,1.480884258,17.80259564,0.767569741,11018.60872
645,62,F,West Desireebury,Premium,Cabin crew,PhD,Single,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,40,9,FALSE,TRUE,0.781441257,5,2,273,152.7862311,41496,2023-05-22,2022-08-11,2.969292873,2.932051983,1.03632204,7,-44,2022-08-17,16,0.803219423,3.456345304,Negative,Investment Analytics,App Issues,High,61.88328315,224.0769315,235893,23.02324602,2023-09-05,Credit,2023-05-22 00:00:00,0.786780335,2.639994662,5.091284668,0.312283043,53134.76378
646,44,M,Lake Davidport,Medium,Ceramics designer,High School,Single,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,1,FALSE,TRUE,0.389005723,2,5,682,303.7413745,206646,2022-11-09,2023-09-20,3.989919051,3.123744037,3.656308524,7,63,2022-05-30,14,0.962798682,1.172897894,Negative,Budgeting Tools,Transaction Delays,High,45.16845204,985.669565,643085,6.253431548,2023-06-10,Transfer,2022-11-09 00:00:00,0.031424299,0.763625415,9.963643979,0.007457753,2020.344376
647,43,M,South Gina,Premium,"Engineer, automotive",High School,Divorced,3,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,4,1,FALSE,FALSE,0.275567276,14,2,826,290.338515,239540,2022-12-22,2021-06-18,2.480454705,4.807694367,1.573596414,1,19,2023-03-11,18,0.866139745,4.065913692,Positive,Investment Analytics,App Issues,High,70.85314645,796.5141208,3508,1.555753696,2023-05-24,Transfer,2022-12-22 00:00:00,0.748227436,6.379263612,8.885396315,0.342087111,47579.93032
648,64,M,Hannahport,Low,Veterinary surgeon,Bachelor,Single,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,84,4,FALSE,TRUE,0.479655475,4,4,125,706.1146792,88250,2023-07-19,2021-09-17,2.765495121,1.827885333,3.975639416,5,81,2023-01-03,10,0.753783114,1.37303362,Neutral,,,High,58.53900938,799.1197359,164223,3.944201606,2023-08-14,Credit,2023-07-19 00:00:00,0.288560704,6.662372261,6.947099046,0.178690341,44991.60466
649,73,F,Christinabury,High,"Lecturer, higher education",Bachelor,Divorced,2,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,5,6,TRUE,FALSE,0.310086602,0,3,279,168.8486906,46872,2022-07-09,2023-11-02,1.332860541,3.682674798,1.543772584,4,-68,2021-05-20,1,0.605955688,4.763619863,Neutral,Investment Analytics,,Medium,30.15108461,717.7347122,336874,14.73720311,2023-04-07,Credit,2022-07-09 00:00:00,0.737822985,9.89718717,0.85731739,0.823618254,40683.13406
650,80,F,South Eric,Premium,Agricultural engineer,High School,Divorced,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,9,TRUE,TRUE,0.509854818,16,1,33,761.5814107,25113,2022-09-20,2021-06-07,2.278707198,2.899471386,4.000389763,5,-15,2021-11-20,1,0.596296896,3.191728754,Neutral,Mobile Deposit,,High,89.87796646,240.1777593,305533,12.11839293,2023-05-20,Debit,2022-09-20 00:00:00,0.85694719,5.106335188,3.626327575,0.370589586,52411.49962
651,65,Other,Robertside,Premium,Art therapist,Bachelor,Divorced,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,2,TRUE,FALSE,0.308493077,19,3,214,711.9904897,152154,2022-05-30,2022-07-24,1.422207062,3.718184922,4.782986773,7,-62,2022-08-13,15,0.888062554,4.921502928,Negative,,,Low,27.19450458,209.0841077,890993,3.067952219,2023-06-12,Transfer,2022-05-30 00:00:00,0.767381581,1.679770508,3.591906496,0.871316276,83309.05648
652,78,F,Toddborough,Low,Brewing technologist,Master,Widowed,6,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,79,5,FALSE,FALSE,0.422701612,11,3,301,159.918481,47859,2022-04-18,2022-06-01,2.92655747,3.392589311,1.894175519,6,-97,2021-06-03,5,0.96326577,1.727111169,Neutral,Mobile Deposit,Transaction Delays,Medium,4.139264088,234.0516616,271014,3.482338133,2022-11-28,Credit,2022-04-18 00:00:00,0.202028906,0.77328892,5.670732749,0.817118274,64847.05272
653,43,Other,Lake Karen,Low,Mining engineer,High School,Married,6,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,87,7,TRUE,FALSE,0.915138327,19,2,78,664.0589642,51792,2021-09-05,2021-09-29,4.754952768,4.02524594,1.034916834,7,73,2023-12-31,1,0.560246891,4.103910562,Neutral,International Transfers,App Issues,High,16.50119895,519.7458993,829139,16.75559136,2022-05-18,Credit,2021-09-05 00:00:00,0.302407145,1.461490391,9.133803366,0.686511966,66175.62192
654,53,Other,New Seanstad,High,"Secretary, company",Bachelor,Single,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,18,4,FALSE,TRUE,0.916605633,9,7,305,334.6053506,101870,2022-01-30,2022-07-30,4.244105931,3.135014603,1.443661059,4,9,2022-05-10,6,0.837647179,3.331715801,Negative,Mobile Deposit,Customer Service,Low,18.69410428,143.1461734,669828,29.78073876,2023-03-20,Transfer,2022-01-30 00:00:00,0.369139628,4.212677435,5.313706726,0.5793117,97704.61359
655,18,Other,New Danielside,Low,Banker,PhD,Single,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,6,FALSE,FALSE,0.992178926,1,5,106,115.2619965,12190,2022-10-09,2022-07-18,2.748982351,3.807081549,4.677272499,1,44,2023-11-27,10,0.863931609,4.343022367,Negative,International Transfers,Fees,Medium,98.77925295,718.5023845,576747,27.79963136,2023-12-17,Credit,2022-10-09 00:00:00,0.276559572,6.57031025,11.12823778,0.834292644,98240.94974
656,25,Other,New Amanda,Low,Veterinary surgeon,High School,Divorced,3,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,36,6,TRUE,FALSE,0.4861234,7,0,532,626.7162539,333032,2021-09-02,2022-06-11,2.202826781,3.941117756,2.881500482,7,-70,2023-10-22,9,0.755132549,1.206276694,Negative,,Customer Service,High,44.827379,796.9673514,435652,26.59128911,2023-04-20,Credit,2021-09-02 00:00:00,0.453281433,3.898762768,5.703483437,0.898499017,69560.21611
657,69,Other,West Melissa,Medium,Health promotion specialist,High School,Widowed,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,63,4,FALSE,TRUE,0.168038809,18,8,111,795.1071649,88245,2022-01-15,2021-01-30,2.317694634,1.712361936,3.150649367,1,-62,2022-10-02,15,0.665584347,2.460936226,Negative,Mobile Deposit,,Medium,56.60372478,788.8421462,696074,2.279815881,2023-12-30,Transfer,2022-01-15 00:00:00,0.539754778,6.422904391,12.14147249,0.924887867,37455.83756
658,64,M,Wilsonborough,Medium,Catering manager,PhD,Widowed,7,Referral,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,58,4,TRUE,TRUE,0.889026639,15,2,181,962.8250495,174122,2022-01-28,2021-08-17,2.890624798,4.699621131,1.612337147,6,49,2023-03-29,18,0.8541941,3.637123895,Neutral,,,High,95.34563486,999.9364415,231950,3.407256358,2023-02-11,Debit,2022-01-28 00:00:00,0.134657262,2.666682799,4.757040374,0.725256227,79632.59416
659,73,F,Davishaven,Medium,Hospital doctor,PhD,Single,3,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,9,TRUE,FALSE,0.596843288,18,3,657,554.6819675,363978,2022-03-20,2021-12-24,1.971296506,3.898329855,4.948347481,1,-15,2021-04-27,0,0.728693388,2.151080517,Neutral,Investment Analytics,Transaction Delays,Medium,39.8463782,888.7649106,200192,21.29139929,2022-08-30,Credit,2022-03-20 00:00:00,0.018465095,1.130415107,13.3685342,0.650614194,57528.48323
660,31,M,Stokesmouth,Low,Training and development officer,Bachelor,Divorced,6,Marketing,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,68,1,FALSE,FALSE,0.747720085,8,9,365,570.7848582,208050,2023-09-19,2021-11-06,2.352560576,1.387140482,1.729955751,10,-37,2021-08-16,2,0.729235348,4.635696495,Positive,Investment Analytics,,Low,38.55208333,853.6641813,787819,26.65187679,2023-10-25,Transfer,2023-09-19 00:00:00,0.398800027,2.553752018,15.98649198,0.347785928,27703.73995
661,45,Other,New Robert,Low,"Buyer, industrial",PhD,Single,2,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,5,FALSE,TRUE,0.162594193,7,9,648,468.5745083,303264,2022-07-21,2023-07-04,2.96911625,4.44350423,3.409013203,2,-34,2023-08-23,5,0.550887961,4.089101233,Neutral,,,Medium,7.037892736,34.36615411,312840,9.026488404,2023-10-16,Transfer,2022-07-21 00:00:00,0.893703762,2.433886599,9.987351793,0.604924819,13735.30862
662,19,F,New Stevenport,Medium,IT technical support officer,Master,Divorced,1,Referral,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,84,9,FALSE,TRUE,0.319698169,16,6,775,315.5068646,244125,2023-12-11,2023-01-28,4.364263893,1.762996987,3.277673169,3,45,2022-06-23,6,0.814884012,2.487214576,Positive,International Transfers,Fees,Low,56.92546572,703.4540548,572795,14.94173709,2023-12-19,Transfer,2023-12-11 00:00:00,0.819908935,1.412976717,14.43057036,0.833903494,77773.64012
663,43,M,South Jonathantown,Medium,Audiological scientist,High School,Divorced,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,6,9,TRUE,TRUE,0.275218023,14,4,753,151.6706017,113703,2022-08-03,2021-12-26,1.381487039,3.345492519,1.261619308,3,80,2021-03-03,9,0.545581569,1.599862623,Negative,Mobile Deposit,Customer Service,Medium,57.18589722,598.0248959,239319,11.72541479,2023-09-10,Debit,2022-08-03 00:00:00,0.910867385,3.325432501,14.36342828,0.534251785,66069.17068
664,31,M,New Charles,Low,Professor Emeritus,Master,Married,5,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,41,9,TRUE,TRUE,0.559756226,1,3,165,307.1863407,50655,2021-07-25,2022-06-20,2.619125325,2.252471967,4.985759307,10,87,2021-03-08,2,0.639560719,3.681559605,Positive,,App Issues,Low,64.9178513,711.9818072,683607,4.097018375,2022-10-12,Credit,2021-07-25 00:00:00,0.58441126,7.124435802,9.314212117,0.542191715,50510.86015
665,76,Other,Cooperland,Medium,Orthoptist,Bachelor,Divorced,4,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,24,2,TRUE,TRUE,0.997175263,3,1,484,340.6142737,164560,2022-02-02,2022-04-29,1.761614568,3.303046034,3.200224448,7,-11,2022-11-24,12,0.590040883,3.877922352,Positive,International Transfers,,High,14.66118695,198.7118149,986865,12.60467875,2022-12-24,Credit,2022-02-02 00:00:00,0.723732657,3.786458233,7.672995301,0.761838433,48769.02465
666,73,M,North Valeriefort,Premium,"Editor, film/video",PhD,Married,4,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,7,TRUE,TRUE,0.612348696,5,4,305,738.9031825,225090,2022-08-30,2023-09-21,3.548133113,4.552568664,1.622278129,9,-65,2023-05-14,9,0.972561805,2.093601869,Positive,,Customer Service,High,58.44340892,475.3644395,620896,12.67635332,2023-08-06,Transfer,2022-08-30 00:00:00,0.650949126,8.094566142,5.776959016,0.601190937,3114.57236
667,24,M,West Robertberg,Premium,"Scientist, research (maths)",High School,Single,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,46,8,FALSE,FALSE,0.572863726,14,7,452,137.4302976,61924,2022-04-11,2022-01-06,3.282830471,4.562696369,4.019218618,2,-16,2022-06-19,13,0.540110154,1.355388339,Negative,International Transfers,Fees,Medium,2.704877949,125.2491457,142768,19.10864655,2022-12-05,Credit,2022-04-11 00:00:00,0.479774449,8.015267802,5.108611894,0.390589452,65756.75495
668,20,M,Brooksfurt,Premium,"Engineer, building services",PhD,Single,3,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,84,1,FALSE,FALSE,0.759082642,12,1,30,194.9029089,5820,2023-01-10,2023-12-17,3.3090504,4.144209991,2.569731854,5,75,2022-02-15,11,0.731249374,1.532605894,Neutral,International Transfers,Transaction Delays,Low,46.6385706,965.4858019,234452,22.54938147,2023-07-02,Credit,2023-01-10 00:00:00,0.23460626,7.779745462,2.986266915,0.424735739,36386.3099
669,40,M,Kanefurt,High,Television floor manager,PhD,Widowed,1,Online,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,76,2,FALSE,FALSE,0.328815181,2,0,820,972.3948887,797040,2022-01-03,2021-03-09,3.131026677,4.25888322,3.680404248,6,19,2022-11-17,11,0.806461313,4.511377206,Positive,International Transfers,App Issues,Low,63.33517739,53.72540729,997417,23.58270275,2022-08-04,Debit,2022-01-03 00:00:00,0.091346075,6.549906863,4.370293539,0.332830757,63540.05153
670,35,M,Millerside,Medium,Probation officer,Bachelor,Married,7,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,49,1,TRUE,TRUE,0.253191293,19,5,822,80.18893409,65760,2022-09-12,2022-12-04,3.934332895,3.030852352,1.893728091,8,12,2021-05-02,2,0.733020666,2.512523008,Neutral,Mobile Deposit,Transaction Delays,Low,36.85751618,937.6608533,144272,4.923782918,2023-06-26,Transfer,2022-09-12 00:00:00,0.762200607,6.177736516,14.93579721,0.24387273,79731.063
671,55,Other,Lake Michelle,High,Paramedic,Bachelor,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,9,TRUE,FALSE,0.83804417,15,0,564,930.0357402,524520,2021-01-29,2021-06-22,1.616236651,4.473523952,4.689063918,6,-30,2021-10-13,5,0.830914461,4.197639886,Negative,,Fees,High,81.23002435,156.2160763,522154,18.41458922,2023-05-14,Credit,2021-01-29 00:00:00,0.865034267,1.425572155,1.613866562,0.267067106,92500.86034
672,32,Other,East Victoriafurt,Medium,Cytogeneticist,Bachelor,Married,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,5,TRUE,TRUE,0.960551561,13,8,85,154.8940857,13090,2023-12-30,2021-10-25,1.743212724,2.868279464,1.163758381,6,96,2022-02-23,13,0.515765327,2.596948814,Neutral,,Customer Service,High,16.19563804,117.6972685,877263,6.927440596,2023-12-30,Debit,2023-12-30 00:00:00,0.295117246,2.430972037,13.74090779,0.273061957,37859.64581
673,81,M,Lake Tiffany,High,Arts administrator,Bachelor,Single,2,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,87,4,FALSE,FALSE,0.421407357,3,7,875,541.2376428,473375,2021-09-17,2021-11-12,3.83559544,1.833333457,1.080945297,6,-70,2022-11-07,10,0.963680225,4.059708307,Positive,,App Issues,Low,73.59338642,824.3767728,927185,23.23949131,2023-11-06,Credit,2021-09-17 00:00:00,0.759214163,4.361632146,5.444771511,0.661942172,35997.66428
674,45,Other,Port Andrewport,Medium,"Merchandiser, retail",High School,Married,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,8,FALSE,FALSE,0.041264494,9,3,170,402.2607038,68340,2022-07-16,2023-10-13,1.527102438,4.591801515,4.459329859,4,24,2021-05-08,1,0.677384264,4.360637764,Neutral,Mobile Deposit,App Issues,High,22.55311384,653.4722264,898488,14.81909892,2023-06-28,Transfer,2022-07-16 00:00:00,0.860984423,4.312494986,16.98830724,0.948236199,96659.96289
675,56,Other,Nunezside,High,English as a second language teacher,Master,Married,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,32,3,TRUE,TRUE,0.179160722,3,6,667,406.1401367,270802,2021-04-04,2023-04-26,3.907903567,2.838205812,3.176790931,7,29,2022-04-28,7,0.716421991,2.313333947,Negative,International Transfers,App Issues,High,99.6838161,267.1826566,484134,10.71279294,2023-05-09,Credit,2021-04-04 00:00:00,0.942220682,6.085873419,14.68563089,0.840574013,96281.0162
676,74,F,Patelbury,Medium,Health service manager,Master,Divorced,6,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,25,8,FALSE,FALSE,0.856981326,11,9,771,704.6858792,542784,2021-04-22,2023-02-24,1.657690321,3.403137633,2.366009339,6,45,2023-10-08,10,0.768915859,4.982589674,Negative,,Transaction Delays,Medium,66.76590122,159.8502101,414857,26.23662051,2022-01-02,Debit,2021-04-22 00:00:00,0.168478779,2.343723145,3.982117649,0.718725341,84478.1661
677,34,M,South Michael,Low,Geophysicist/field seismologist,High School,Single,4,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,99,3,TRUE,FALSE,0.121644755,4,3,351,659.3877968,231309,2022-08-22,2022-05-03,4.966299838,3.505993571,1.564577404,1,83,2021-05-30,11,0.822154836,1.703741911,Neutral,,App Issues,Low,11.78947971,85.99800636,493147,25.97875408,2022-11-08,Debit,2022-08-22 00:00:00,0.287965159,2.581676933,14.692038,0.561796622,74131.7212
678,61,Other,Jacobville,High,Adult guidance worker,PhD,Widowed,3,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,16,6,TRUE,FALSE,0.763006218,3,5,528,943.6105764,497904,2021-09-16,2023-06-21,1.180519811,1.329065825,1.239259218,7,37,2021-03-14,17,0.562781056,3.251007474,Positive,Mobile Deposit,Customer Service,Low,23.61747823,722.2265667,938937,27.78106418,2022-07-09,Transfer,2021-09-16 00:00:00,0.423725672,1.293056134,11.06333321,0.731346076,13979.23214
679,42,Other,Port Donnatown,Low,Research scientist (life sciences),High School,Divorced,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,4,FALSE,FALSE,0.620244955,8,9,717,721.166907,516957,2023-10-03,2021-12-09,4.105668347,2.415935589,2.181979897,1,15,2022-12-10,3,0.683505583,3.66190286,Positive,Budgeting Tools,Fees,Medium,84.70483378,177.3213702,617008,17.21891475,2023-10-28,Debit,2023-10-03 00:00:00,0.109837733,7.305641978,13.88211283,0.097511153,37705.64891
680,34,M,East Carlos,Medium,Prison officer,Master,Widowed,1,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,1,8,TRUE,TRUE,0.726733053,19,6,71,610.963259,43310,2021-07-30,2022-03-08,1.927837082,2.43517207,4.244233077,6,-55,2021-05-25,12,0.798077666,1.615556255,Neutral,,Fees,High,8.455622861,444.0436152,638743,20.27030006,2023-07-24,Transfer,2021-07-30 00:00:00,0.211626599,7.529248313,1.531309072,0.335371806,1181.30175
681,30,F,South Carlaton,Low,Probation officer,Master,Married,4,Online,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,78,7,TRUE,TRUE,0.256590548,0,8,971,184.1168684,178664,2021-01-26,2022-12-08,2.294518787,3.866899687,1.769975275,2,-35,2023-05-03,8,0.763959426,1.134087832,Positive,,App Issues,Medium,39.00206744,924.5205921,534429,12.88312855,2023-04-01,Credit,2021-01-26 00:00:00,0.049834784,9.465726953,10.52164803,0.484850679,92833.51593
682,42,M,Lake Bradley,Medium,Tour manager,High School,Divorced,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,5,FALSE,FALSE,0.018329938,15,1,243,481.869882,116883,2022-08-06,2021-04-22,4.647254043,3.708917925,4.917910488,5,-91,2021-06-15,13,0.525825448,1.475901698,Negative,Mobile Deposit,,Low,9.010851623,772.457994,973191,27.02208915,2023-12-24,Debit,2022-08-06 00:00:00,0.72677792,0.655586956,4.97706539,0.300592568,80385.07104
683,27,F,Youngborough,Low,Herbalist,Bachelor,Married,3,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,65,3,FALSE,TRUE,0.039754438,7,9,117,502.1981433,58734,2023-08-20,2022-06-26,2.226394597,4.95569221,4.166414672,1,86,2023-09-08,19,0.875036477,1.581154902,Negative,Budgeting Tools,,Medium,57.24803519,549.9602712,446082,14.61209432,2023-09-27,Transfer,2023-08-20 00:00:00,0.563923939,3.451783469,18.26113522,0.653870209,51521.48984
684,84,M,East Williamport,Premium,"Nurse, adult",PhD,Single,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,5,TRUE,TRUE,0.724849681,12,7,610,642.4809367,391620,2023-09-08,2021-08-26,2.508126838,3.924224501,1.047209299,7,-25,2021-09-23,4,0.693489342,3.549966495,Negative,Budgeting Tools,Customer Service,High,8.782202068,693.2434256,451200,22.12511369,2023-10-16,Debit,2023-09-08 00:00:00,0.593046361,5.167076414,9.546531005,0.178480043,86570.93929
685,35,M,Port Sabrina,Medium,"Designer, textile",High School,Single,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,35,4,TRUE,TRUE,0.613397433,17,8,554,372.3946255,206088,2023-06-22,2021-04-18,1.728815906,1.890904541,3.198705033,1,10,2022-07-09,11,0.50972498,4.883839915,Positive,Budgeting Tools,Transaction Delays,Low,73.60595319,685.3581481,323313,25.29846794,2023-07-18,Debit,2023-06-22 00:00:00,0.765626879,9.163000139,19.04277017,0.390407756,78376.85146
686,51,M,Barbaramouth,Medium,Barrister,Master,Widowed,5,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,45,8,FALSE,FALSE,0.840453135,0,3,971,153.9270528,148563,2022-11-29,2021-12-10,1.308695284,2.382956938,2.583445262,10,-79,2021-03-27,2,0.898314387,2.981134297,Positive,,App Issues,High,89.03618485,689.3228965,86236,12.91881382,2023-05-21,Transfer,2022-11-29 00:00:00,0.082784815,2.199493851,14.22783928,0.950377096,24233.75608
687,25,M,West Nancy,Medium,"Production assistant, radio",Bachelor,Single,3,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,49,5,FALSE,FALSE,0.399247338,6,7,634,879.6887899,557286,2022-01-13,2023-08-09,1.43194452,1.66822965,2.776091317,7,4,2021-08-02,4,0.502878157,4.176232707,Positive,International Transfers,Customer Service,Low,33.09200937,783.5209743,675825,25.15920319,2023-05-14,Debit,2022-01-13 00:00:00,0.108827641,8.492947918,0.265112375,0.562198375,30254.97755
688,57,F,South Kevin,High,Counselling psychologist,PhD,Widowed,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,95,5,TRUE,TRUE,0.555551349,13,9,736,42.09182191,30912,2021-04-16,2023-03-28,3.374643822,4.448027894,2.774207409,8,-80,2021-03-14,11,0.601069212,1.421045216,Positive,International Transfers,Fees,Low,26.58741076,921.9741653,99094,26.60489017,2021-07-08,Debit,2021-04-16 00:00:00,0.025450556,9.174019513,1.857648327,0.712566666,80697.00476
689,59,F,New Stacyburgh,High,Operational researcher,Master,Married,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,66,2,TRUE,FALSE,0.783505717,7,4,952,143.6013445,136136,2022-06-02,2023-09-03,1.18723585,4.383535119,4.404596075,4,-52,2023-10-15,3,0.862269619,2.409797856,Positive,Mobile Deposit,Customer Service,Low,73.23473026,917.424981,304028,0.316064737,2022-11-09,Debit,2022-06-02 00:00:00,0.145242074,7.692099546,19.15775607,0.355507945,54521.49188
690,58,Other,Peterston,High,Paramedic,PhD,Divorced,7,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,2,9,FALSE,FALSE,0.496650592,15,8,109,461.593156,50249,2023-09-06,2022-09-10,1.902748034,4.654351953,3.742514805,3,-9,2023-11-06,4,0.79655183,1.628034535,Negative,Investment Analytics,App Issues,High,3.463213683,166.4621413,895080,13.11904068,2023-11-27,Credit,2023-09-06 00:00:00,0.44282276,0.984240754,6.773472932,0.815354358,59318.07151
691,23,M,Shellyfurt,High,"Conservator, furniture",Bachelor,Single,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,6,TRUE,TRUE,0.993348523,13,1,500,889.9115379,444500,2021-08-22,2023-09-03,2.574049746,3.639019065,2.162775679,1,-98,2022-04-07,5,0.77901393,3.746857489,Negative,Investment Analytics,,High,18.03898993,693.4293123,549221,28.6770892,2022-12-03,Credit,2021-08-22 00:00:00,0.194416869,8.648119326,7.820464222,0.340388835,11006.88723
692,69,F,Heatherchester,Premium,"Therapist, occupational",Master,Married,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,44,1,TRUE,FALSE,0.742891718,9,0,289,111.5067009,32079,2021-05-14,2023-12-27,1.43399667,2.075452504,3.062496074,7,64,2022-12-19,12,0.753380362,4.835445976,Positive,International Transfers,Customer Service,Medium,5.191850178,809.9448571,192693,1.645953772,2023-10-15,Credit,2021-05-14 00:00:00,0.754342054,8.379647583,3.637895285,0.19572007,28458.9897
693,43,F,West Nicholas,High,"Copywriter, advertising",Bachelor,Divorced,4,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,24,3,FALSE,TRUE,0.68331044,8,9,29,740.2734654,21460,2023-04-01,2022-04-24,3.993237269,4.586712728,2.947922518,2,69,2023-06-03,8,0.979076783,2.310756538,Positive,International Transfers,,High,84.64488041,245.2168678,611956,13.22185412,2023-11-01,Debit,2023-04-01 00:00:00,0.546617718,2.72608855,0.289534287,0.416376125,10279.33617
694,81,F,Allenbury,High,Local government officer,High School,Married,3,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,36,4,TRUE,TRUE,0.801532188,19,5,114,293.6550286,33402,2023-10-05,2023-02-17,4.885886259,2.090827596,2.148415954,4,55,2023-09-06,8,0.529814597,2.231052931,Neutral,International Transfers,Transaction Delays,Medium,72.79409036,988.0333152,363352,24.41460533,2023-10-30,Transfer,2023-10-05 00:00:00,0.888712756,5.476871523,1.934189578,0.226616911,46073.69795
695,76,M,Meredithberg,Medium,Advertising account executive,High School,Widowed,4,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,35,2,FALSE,FALSE,0.7771902,6,3,863,85.16737338,73355,2021-06-01,2023-03-10,4.579905953,2.536309015,3.481959173,4,96,2022-09-14,16,0.731101709,2.748506505,Negative,Mobile Deposit,Fees,High,88.50354736,17.72482753,464859,14.50044293,2023-07-03,Transfer,2021-06-01 00:00:00,0.553052929,8.591266611,0.12103969,0.678639576,40131.91524
696,73,Other,Melendezside,High,"Surveyor, building control",PhD,Married,1,Branch,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,34,4,FALSE,FALSE,0.219695248,4,5,347,896.0152537,310912,2021-04-20,2023-08-30,4.814598361,1.087489768,3.526656379,8,27,2022-04-12,18,0.984353794,1.419926374,Negative,,,High,16.61691973,737.9941806,343329,21.87895603,2023-01-20,Transfer,2021-04-20 00:00:00,0.803926727,1.3015716,18.71568123,0.096987169,98310.43623
697,76,F,Faulknerside,Medium,Chief Executive Officer,Bachelor,Widowed,4,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,18,2,TRUE,FALSE,0.210383943,13,6,871,972.6701864,846612,2021-11-07,2022-06-22,3.179459876,3.312006635,1.429336608,2,82,2021-02-13,1,0.631234618,4.042264719,Neutral,International Transfers,Customer Service,Medium,31.43037847,592.5893634,757532,25.78796969,2023-05-21,Transfer,2021-11-07 00:00:00,0.875812586,6.462998772,14.1828664,0.713859416,30171.04496
698,50,M,South John,High,Regulatory affairs officer,Bachelor,Widowed,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,44,6,FALSE,FALSE,0.606074265,17,8,830,140.5261706,116200,2021-11-02,2021-10-25,1.592251578,2.742278945,1.356660695,3,-32,2021-04-24,14,0.516449879,4.658563247,Neutral,,Fees,Medium,8.582470244,81.95240951,731019,6.093405891,2022-06-19,Credit,2021-11-02 00:00:00,0.720549679,5.239525369,5.155745977,0.904052468,24692.42248
699,70,F,West Deborah,High,Public relations account executive,PhD,Single,1,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,82,9,FALSE,FALSE,0.436048206,18,0,743,897.1050606,666471,2022-09-15,2023-12-23,3.667197352,3.591598769,1.118658971,1,-28,2021-02-23,8,0.737728023,1.360020022,Neutral,Investment Analytics,Fees,High,88.52504331,384.7469079,265705,6.341035974,2023-02-27,Transfer,2022-09-15 00:00:00,0.70106193,4.642596348,4.941978173,0.883012707,18833.03567
700,39,F,Booneland,High,Music tutor,PhD,Widowed,1,Referral,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,96,1,FALSE,TRUE,0.871576604,7,2,194,651.620987,126294,2021-06-24,2023-06-10,1.238694512,4.871774831,3.369240053,7,25,2022-02-06,1,0.885481632,2.438818149,Negative,Mobile Deposit,,High,24.51730317,336.2030727,442943,22.38677094,2022-03-28,Transfer,2021-06-24 00:00:00,0.231294098,0.650568857,8.148560088,0.738760079,20219.83394
701,38,Other,North Joseph,High,Art gallery manager,PhD,Widowed,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,5,TRUE,TRUE,0.290102313,9,1,520,209.4619701,108680,2022-05-24,2021-01-25,2.904512977,1.229127078,4.983566782,8,18,2023-12-31,13,0.600548284,4.486916947,Negative,Investment Analytics,App Issues,Low,71.68066457,26.68128148,476150,10.71743648,2022-12-27,Debit,2022-05-24 00:00:00,0.46347364,6.342489993,6.147547706,0.344130901,33508.21645
702,21,F,Port Charlesshire,Low,"Designer, multimedia",High School,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,26,9,FALSE,TRUE,0.330859447,10,4,555,674.8112849,374070,2021-08-31,2022-08-15,4.157244584,1.365926871,4.634697937,2,58,2023-02-16,15,0.624139285,1.616770719,Negative,,,High,16.26268773,619.2950285,752019,8.962133322,2023-07-07,Transfer,2021-08-31 00:00:00,0.173035037,3.017021279,16.53583397,0.977414942,47573.693
703,79,F,South Jason,Low,Systems analyst,PhD,Widowed,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,93,7,TRUE,TRUE,0.166313748,4,9,113,813.2299692,91869,2023-05-03,2023-07-09,4.41967759,3.256477064,2.84390548,2,18,2021-02-07,6,0.580582248,3.74977908,Positive,Mobile Deposit,Fees,High,1.110456046,206.0646629,616445,18.38169664,2023-07-15,Debit,2023-05-03 00:00:00,0.155509944,7.938715025,1.369261561,0.786260459,28484.31925
704,79,M,Kevintown,Medium,Town planner,High School,Widowed,6,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,30,6,FALSE,FALSE,0.98174197,14,7,431,498.8658871,214638,2022-04-08,2023-02-22,2.181478,4.991574853,2.27552746,1,4,2023-09-15,16,0.67961947,1.776930113,Negative,Budgeting Tools,App Issues,Low,85.3766202,497.9552624,352679,29.01657649,2023-06-02,Debit,2022-04-08 00:00:00,0.21152192,9.98956787,3.351469199,0.946044851,18466.44341
705,41,M,East Suzanne,Premium,Broadcast engineer,PhD,Married,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,38,7,FALSE,FALSE,0.116046533,2,4,780,910.2411553,709800,2023-12-07,2022-10-09,1.887753765,2.151981808,3.933045415,1,-50,2021-04-17,13,0.942324055,3.914134779,Negative,Investment Analytics,App Issues,Low,93.84493304,939.0726298,764370,5.470178549,2023-12-24,Transfer,2023-12-07 00:00:00,0.261413618,8.126013091,11.59194098,0.573666826,62755.447
706,72,Other,Lake Yvonnefort,High,General practice doctor,Bachelor,Divorced,6,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,66,9,FALSE,FALSE,0.982899992,6,7,340,533.217699,181220,2023-02-19,2023-12-22,3.757876424,3.145796792,2.34117044,4,-74,2023-03-04,11,0.601528305,3.616408782,Positive,International Transfers,,Low,89.57621036,308.9799683,167314,21.4412689,2023-08-06,Credit,2023-02-19 00:00:00,0.769439373,1.92632875,6.433266018,0.827237683,52887.7956
707,26,M,Lake Cassandra,High,Advice worker,Bachelor,Single,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,21,3,FALSE,FALSE,0.706392664,6,2,40,193.5713154,7720,2023-07-12,2021-03-26,1.555067566,1.814850191,1.13891769,4,48,2023-02-12,9,0.63122758,4.814219749,Positive,Budgeting Tools,Fees,High,16.84009101,134.6304163,104259,20.12164288,2023-11-17,Transfer,2023-07-12 00:00:00,0.92926221,3.199788953,2.785209821,0.237445025,31086.3301
708,20,M,South Rose,High,Occupational psychologist,PhD,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,51,8,FALSE,TRUE,0.089151388,19,9,5,712.2111415,3560,2023-06-26,2021-07-19,4.976036343,3.118937584,3.069400982,8,-14,2021-09-14,3,0.942402304,3.223764819,Neutral,Budgeting Tools,Transaction Delays,Medium,85.0226902,87.08087687,901555,22.70883405,2023-10-13,Debit,2023-06-26 00:00:00,0.082999472,8.673816025,15.74216634,0.368000493,4850.08933
709,48,Other,Kimberlyfurt,High,"Scientist, research (physical sciences)",PhD,Widowed,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,1,TRUE,FALSE,0.152015389,5,0,440,680.1224883,299200,2022-09-01,2023-12-25,2.328662227,1.733478247,2.282831354,5,1,2023-05-31,11,0.964447427,2.824852433,Positive,Mobile Deposit,Fees,Medium,65.31410009,218.5162988,64105,16.1206703,2023-01-05,Credit,2022-09-01 00:00:00,0.470663529,0.61638109,4.420403733,0.656287743,38711.20392
710,57,F,Fergusonstad,Premium,"Social research officer, government",High School,Married,2,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,7,6,TRUE,FALSE,0.326971169,5,3,488,644.0306471,314272,2023-05-29,2022-12-26,3.997492413,1.708476018,1.176953084,4,-33,2023-05-25,16,0.526717715,3.069107821,Negative,Mobile Deposit,App Issues,Low,96.95268953,861.0698848,714069,23.15034004,2023-11-16,Debit,2023-05-29 00:00:00,0.881195401,1.475519405,19.0503338,0.053021845,12403.59365
711,53,Other,Josehaven,High,General practice doctor,Master,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,33,9,FALSE,FALSE,0.260346066,9,2,313,881.0452572,275753,2022-09-18,2023-06-04,3.902299232,2.354738642,4.038858122,9,31,2021-10-10,0,0.770396791,3.399181082,Negative,Mobile Deposit,App Issues,Low,19.60453259,935.9464258,73462,0.186849108,2023-07-10,Credit,2022-09-18 00:00:00,0.403328663,8.217801267,5.957423422,0.137577633,99995.26663
712,41,M,Owensfort,High,Broadcast engineer,High School,Married,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,1,FALSE,FALSE,0.973128304,19,7,973,532.6662604,517636,2021-05-04,2022-07-13,2.240746839,4.758476611,3.292561552,6,10,2021-08-25,12,0.648233911,4.85585095,Neutral,Mobile Deposit,App Issues,Medium,23.31584168,191.7034836,557683,17.35456099,2021-05-30,Transfer,2021-05-04 00:00:00,0.889804249,0.028451973,3.000895773,0.96664143,42996.70866
713,23,Other,Robinstad,High,"Engineer, broadcasting (operations)",Bachelor,Married,4,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,17,5,TRUE,TRUE,0.613342079,11,7,622,707.187161,439754,2021-07-23,2022-11-18,2.54479029,3.637777673,2.395941237,1,96,2023-06-16,4,0.584451511,1.235804271,Positive,Mobile Deposit,Transaction Delays,High,90.62413549,890.7549253,267603,3.98842919,2022-09-18,Credit,2021-07-23 00:00:00,0.440004128,3.343799167,11.61278976,0.368314992,38327.33147
714,83,F,Robertshire,Medium,"Engineer, civil (contracting)",PhD,Married,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,11,8,FALSE,FALSE,0.07438995,3,7,366,955.1134823,349530,2022-03-02,2022-07-08,4.366729441,2.486691437,2.66717711,7,-88,2021-08-30,7,0.759077177,3.340863247,Negative,Mobile Deposit,Fees,Low,95.59332354,917.9416839,416698,18.53867726,2022-06-13,Debit,2022-03-02 00:00:00,0.659881553,7.796447938,16.99513064,0.28170488,81092.90632
715,21,Other,Lake Dustin,High,"Engineer, electrical",Bachelor,Married,7,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,63,6,FALSE,TRUE,0.525404618,4,2,257,146.3862068,37522,2022-03-09,2022-07-01,1.911813905,3.554693424,1.312962302,10,59,2023-01-24,1,0.889471184,3.03334946,Negative,Mobile Deposit,Customer Service,High,41.38939462,643.8859404,60246,22.49614735,2023-04-15,Credit,2022-03-09 00:00:00,0.816744008,0.931666404,14.76560313,0.514313398,81728.56699
716,23,M,Angelashire,Medium,Professor Emeritus,Master,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,6,TRUE,FALSE,0.897139793,15,7,673,392.6567579,263816,2022-06-26,2021-07-21,1.24015344,1.797991526,1.494341271,8,-32,2022-12-22,8,0.585802054,4.873404453,Negative,Budgeting Tools,App Issues,Medium,98.1784847,439.6115636,300683,13.21811265,2023-12-29,Debit,2022-06-26 00:00:00,0.811335499,4.309819834,1.753986612,0.126287747,9779.140231
717,68,M,Phillipsborough,Low,Exhibition designer,High School,Married,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,3,FALSE,TRUE,0.41618182,12,5,188,226.5883808,42488,2021-06-16,2022-06-07,1.589057018,3.549869914,2.676291051,4,58,2022-02-01,18,0.661488444,4.137953868,Negative,International Transfers,App Issues,Low,8.386571536,506.3726484,738890,20.25979573,2021-11-13,Debit,2021-06-16 00:00:00,0.497060067,5.026078571,7.120931275,0.226447656,46786.91318
718,79,Other,Jerryshire,High,Chartered public finance accountant,Bachelor,Divorced,5,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,1,8,TRUE,TRUE,0.666130557,0,7,73,330.5968,24090,2021-11-18,2023-03-13,3.736314615,4.681001014,1.605142669,3,-41,2022-12-04,13,0.78442274,4.49485027,Positive,,Transaction Delays,Medium,68.79615442,58.75886353,266733,28.9977192,2022-09-17,Debit,2021-11-18 00:00:00,0.11311089,6.211973373,15.00395647,0.115346424,60769.25689
719,74,F,South Andrea,Medium,Consulting civil engineer,High School,Married,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,1,FALSE,FALSE,0.773192581,0,8,231,515.4750981,118965,2022-05-07,2023-08-03,1.949755094,4.747767808,1.759879424,1,42,2023-06-14,2,0.946065646,1.303833243,Neutral,Mobile Deposit,Customer Service,High,80.4431872,435.2408293,909816,28.59583494,2023-12-07,Debit,2022-05-07 00:00:00,0.525837086,6.886601164,2.396824638,0.072437827,79946.6193
720,83,Other,Jonathanfort,Premium,Interior and spatial designer,PhD,Married,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,4,TRUE,FALSE,0.185029025,15,0,873,846.9561805,738558,2021-12-22,2022-05-11,3.268464919,3.345917403,2.474880378,8,45,2021-04-29,5,0.94540857,4.423060516,Positive,Mobile Deposit,Customer Service,High,88.52657672,735.7196851,265268,8.953388108,2023-04-17,Debit,2021-12-22 00:00:00,0.420225392,1.348312167,8.334230443,0.386250458,68645.01106
721,25,F,Murraystad,Medium,Materials engineer,Bachelor,Widowed,4,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,8,TRUE,TRUE,0.855500741,4,0,34,405.5153126,13770,2021-06-03,2022-02-04,2.574191299,4.518391523,3.095989866,10,3,2022-05-03,16,0.82972472,4.02105936,Neutral,International Transfers,Customer Service,High,36.65808167,687.5146945,697054,6.108036243,2023-01-28,Credit,2021-06-03 00:00:00,0.635108036,3.412678621,11.03170392,0.486346004,58904.88829
722,43,F,East Jennifer,Medium,Dramatherapist,Master,Widowed,1,Online,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,70,6,TRUE,FALSE,0.44882116,16,3,72,562.330909,40464,2021-11-17,2023-12-01,4.472856365,2.549235953,3.230138009,9,-83,2022-04-21,15,0.868149365,3.002173717,Neutral,Investment Analytics,Customer Service,Low,67.72373042,52.53099859,818358,19.36358525,2023-09-02,Debit,2021-11-17 00:00:00,0.400810851,0.686238948,5.250525063,0.01905345,25851.66057
723,68,Other,Whiteside,Medium,"Engineer, electrical",High School,Married,1,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,78,9,TRUE,TRUE,0.056688597,6,0,801,814.1154982,652014,2021-01-06,2022-11-23,2.949822887,4.542339506,2.958112264,10,55,2021-07-08,18,0.55463389,2.274485827,Positive,Mobile Deposit,Transaction Delays,Low,91.08084482,402.22473,973644,14.4598177,2022-05-05,Transfer,2021-01-06 00:00:00,0.993050549,9.409748212,19.23304368,0.15596113,2865.341481
724,62,F,New Arthurland,Low,Location manager,High School,Widowed,5,Online,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,1,1,FALSE,TRUE,0.878903387,3,8,484,928.8490842,449152,2023-04-17,2022-01-04,1.558438451,2.336674152,1.291807023,10,-93,2021-01-21,15,0.838764918,2.414048424,Negative,Investment Analytics,,High,99.43976869,947.1652365,831742,2.862941658,2023-05-26,Debit,2023-04-17 00:00:00,0.380735966,4.811827845,9.860873933,0.7053382,62289.62595
725,61,M,Port Adamberg,Medium,Oncologist,Master,Widowed,2,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,26,2,FALSE,TRUE,0.564353211,1,8,568,356.1669592,202208,2023-07-12,2022-10-04,4.331338255,3.812552813,1.319357182,1,-73,2022-04-11,9,0.667646419,3.603609317,Negative,,,Low,91.67008636,916.0312101,4726,3.137506099,2023-10-26,Transfer,2023-07-12 00:00:00,0.032893718,3.244784819,17.86141945,0.550443265,68464.25889
726,22,Other,North Jasmine,Medium,Clinical embryologist,Bachelor,Married,4,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,25,1,TRUE,FALSE,0.198321751,1,6,588,186.1759804,109368,2023-08-21,2021-01-22,1.330661881,4.675645047,1.822722072,10,89,2023-04-26,16,0.856697512,1.388243556,Neutral,Budgeting Tools,App Issues,High,74.43769888,315.1953514,209137,9.053895702,2023-09-14,Transfer,2023-08-21 00:00:00,0.814203353,8.493279631,10.86318639,0.250141532,26285.7313
727,43,F,East Williamstad,Low,"Psychologist, sport and exercise",Bachelor,Widowed,2,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,24,4,FALSE,TRUE,0.317450023,3,1,356,586.3216875,208616,2022-08-20,2021-01-18,4.312976734,3.260044089,4.504052238,9,96,2021-04-04,19,0.564008081,1.971740052,Neutral,Mobile Deposit,Fees,High,63.8570668,550.0330627,175328,29.96792511,2023-02-17,Debit,2022-08-20 00:00:00,0.970955566,6.350383471,16.79347175,0.354608494,50110.72926
728,36,M,New Danafort,Medium,Sport and exercise psychologist,High School,Single,3,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,9,FALSE,FALSE,0.569372964,1,3,595,896.8189637,533120,2021-03-08,2021-05-20,1.165982552,2.098335446,1.446198771,10,-83,2021-01-31,15,0.791583476,3.648100554,Positive,,Fees,Low,74.64916042,712.7228865,432666,10.11480042,2022-06-10,Credit,2021-03-08 00:00:00,0.502437452,4.475112669,19.05443354,0.155349481,38818.76288
729,37,Other,Smithside,Medium,Cartographer,Master,Single,7,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,16,4,FALSE,TRUE,0.374174036,0,3,231,255.9951876,58905,2022-04-20,2021-01-25,1.014540454,3.791737369,3.888573354,4,-94,2022-05-27,3,0.679540203,2.18468812,Neutral,Mobile Deposit,Customer Service,Low,34.31670603,42.832614,629159,2.619048491,2023-09-14,Transfer,2022-04-20 00:00:00,0.258551472,5.940616631,18.67621228,0.911705746,30618.31754
730,29,M,Smithhaven,High,"Psychologist, forensic",High School,Single,4,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,64,9,FALSE,FALSE,0.233382046,16,9,661,504.4528004,333144,2022-08-14,2023-04-23,4.022139519,1.45104277,4.277545208,5,46,2021-04-27,15,0.713819453,4.159229777,Negative,International Transfers,Customer Service,Low,72.77891842,272.8230723,202559,10.53610035,2022-09-25,Credit,2022-08-14 00:00:00,0.111732245,8.623075081,8.706324109,0.899705398,47451.40154
731,64,M,Amandaport,Low,Administrator,High School,Widowed,1,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,94,6,TRUE,TRUE,0.479310393,7,4,481,491.107293,236171,2022-08-03,2021-07-20,3.240342686,2.383014367,1.419853957,5,14,2021-06-06,19,0.554353368,3.944856162,Neutral,Budgeting Tools,Fees,High,7.886679247,638.3110611,172076,6.45957878,2022-11-14,Transfer,2022-08-03 00:00:00,0.948775346,6.893760106,19.38253416,0.539243858,2750.909696
732,18,M,New Lisachester,High,"Engineer, energy",PhD,Single,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,39,5,FALSE,FALSE,0.185045728,17,4,491,927.8218233,455157,2023-07-19,2023-12-12,1.860065216,4.583517292,3.386798268,6,42,2021-04-27,19,0.844959736,3.014610747,Positive,Budgeting Tools,,Low,98.62990342,775.2471176,862203,10.66587995,2023-10-27,Debit,2023-07-19 00:00:00,0.314351324,8.461438265,5.927178675,0.854913799,74774.92977
733,31,F,North Samantha,High,"Development worker, international aid",Bachelor,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,4,4,FALSE,TRUE,0.245379174,8,7,708,462.1408104,327096,2021-05-26,2021-08-01,4.863790968,3.948043452,4.076344889,2,83,2021-09-17,15,0.872720576,4.157349004,Negative,Investment Analytics,Fees,Medium,77.09977545,173.9275531,194323,15.30244189,2023-11-30,Debit,2021-05-26 00:00:00,0.228268039,3.661925447,12.63095531,0.477030803,57139.88909
734,81,Other,East James,Medium,"Civil engineer, consulting",Bachelor,Single,7,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,91,2,FALSE,FALSE,0.82673405,1,2,388,540.8952131,209520,2022-04-24,2023-07-03,3.548050746,1.218579773,4.212758726,2,59,2023-06-18,19,0.567183643,1.642149031,Neutral,Mobile Deposit,Customer Service,Low,63.54609647,377.4510648,761403,28.01641257,2023-10-03,Transfer,2022-04-24 00:00:00,0.902905969,6.324515586,16.06844533,0.812463703,9510.248838
735,55,Other,Lisaview,Premium,Careers information officer,PhD,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,8,FALSE,TRUE,0.228541221,3,6,748,146.8711214,109208,2022-06-26,2022-12-21,1.954266704,3.295128583,1.11599763,5,70,2022-01-05,15,0.751815364,4.256843978,Neutral,,Transaction Delays,High,42.30883293,108.6687179,205738,0.863264442,2023-01-13,Debit,2022-06-26 00:00:00,0.500406295,1.026531488,1.576421744,0.58382877,85228.67191
736,54,F,Millerfurt,High,Toxicologist,Bachelor,Widowed,7,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,71,3,FALSE,FALSE,0.695367451,6,0,177,463.6534777,81951,2022-02-10,2022-03-26,2.663955674,1.992845725,3.140793494,5,-99,2022-08-02,1,0.893529096,1.8100352,Negative,Budgeting Tools,Customer Service,High,8.595006501,163.1019649,725210,22.47381604,2023-05-28,Credit,2022-02-10 00:00:00,0.722710759,1.671293189,15.28059051,0.326466871,91741.65698
737,28,Other,Cunninghambury,High,"Development worker, community",Bachelor,Single,1,Branch,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,51,1,TRUE,FALSE,0.250469813,10,0,11,348.3761416,3828,2023-05-21,2022-08-04,4.652714415,1.054106845,1.745476899,1,-8,2021-03-31,11,0.611626215,3.75153044,Positive,Budgeting Tools,App Issues,Low,34.50376,129.7726908,939964,0.47667917,2023-06-12,Debit,2023-05-21 00:00:00,0.107985947,3.985188692,19.78792523,0.396519951,48656.72215
738,20,M,Gabriellaland,Low,Academic librarian,Bachelor,Divorced,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,13,7,FALSE,TRUE,0.212398367,7,2,635,229.4446343,145415,2021-08-24,2022-05-31,1.813600988,2.069426698,4.557220763,9,20,2022-10-06,18,0.545937224,3.78100695,Positive,Budgeting Tools,Fees,Low,84.71498149,886.0747208,286550,3.13194188,2021-09-22,Debit,2021-08-24 00:00:00,0.272261587,9.468422885,4.235705854,0.066144496,54031.46507
739,50,Other,North Richardfurt,High,Museum education officer,Master,Widowed,1,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,5,8,FALSE,FALSE,0.251155556,2,0,218,513.5865744,111834,2022-04-06,2022-01-31,4.707440447,4.09593022,2.859368035,2,-11,2022-12-18,16,0.955719721,3.438812625,Neutral,International Transfers,Transaction Delays,High,39.52972462,547.1542347,428746,12.38482731,2022-12-12,Transfer,2022-04-06 00:00:00,0.026522563,8.411830508,16.38236451,0.21231251,21060.03986
740,23,F,Browntown,High,"Clinical scientist, histocompatibility and immunogenetics",PhD,Single,4,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,17,7,FALSE,FALSE,0.468297967,16,0,133,773.1787335,102809,2021-11-02,2021-03-11,1.867134066,2.609491081,2.662932238,7,-80,2022-05-16,6,0.881530833,3.178401537,Negative,Mobile Deposit,Transaction Delays,Low,95.61272605,23.55890549,64391,25.50300467,2021-11-25,Debit,2021-11-02 00:00:00,0.62385712,3.160918837,11.23343158,0.400555547,65000.15524
741,67,M,North Vincent,Medium,English as a foreign language teacher,High School,Married,2,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,4,FALSE,TRUE,0.146279675,3,2,572,184.9322083,105248,2022-06-29,2021-02-18,1.094097181,2.063411491,1.827221221,2,-37,2022-08-22,9,0.651958208,4.526971827,Neutral,,App Issues,High,52.64091432,309.0199818,740951,17.05745051,2023-11-20,Debit,2022-06-29 00:00:00,0.892970674,0.761413876,18.32541819,0.456353268,98022.9898
742,27,F,Newmanmouth,Medium,"Pharmacist, hospital",Master,Single,3,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,73,8,TRUE,FALSE,0.106612539,15,8,158,150.1544178,23700,2021-10-19,2021-07-08,2.073748409,4.995687112,1.7848715,8,-4,2021-09-23,17,0.866645368,3.670728801,Positive,International Transfers,Customer Service,High,88.3575411,13.60698168,548277,19.31929254,2022-05-20,Transfer,2021-10-19 00:00:00,0.896603879,2.360076978,8.932766576,0.048503616,28167.23318
743,22,M,New Samanthabury,Medium,Field seismologist,High School,Single,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,63,4,FALSE,FALSE,0.756740658,2,4,578,133.0514261,76874,2021-05-27,2021-04-27,1.218480894,3.307819992,4.964984618,6,64,2023-03-26,4,0.514414105,2.412292192,Neutral,,Customer Service,Low,85.04348637,466.6752498,792095,1.441674636,2022-09-24,Credit,2021-05-27 00:00:00,0.886393589,2.086205806,15.85278979,0.487966637,3471.981166
744,40,M,Port Heather,High,Scientific laboratory technician,PhD,Single,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,5,FALSE,FALSE,0.023301671,19,3,472,765.4639461,361080,2021-05-03,2022-03-21,1.931787387,1.887851336,1.270526271,8,42,2023-09-08,0,0.903956606,4.142157178,Negative,,,Medium,25.04285498,507.4839484,91637,24.96903038,2021-09-13,Transfer,2021-05-03 00:00:00,0.382362742,0.340931953,14.37255887,0.856851549,98352.92359
745,27,Other,Nelsonland,Medium,"Investment banker, corporate",PhD,Married,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,8,TRUE,FALSE,0.385484181,15,6,873,790.1982517,689670,2021-12-06,2021-09-07,2.087942247,1.811624329,1.168265973,10,-72,2021-09-08,17,0.69443728,1.858254714,Negative,,,High,31.19125263,485.472023,122704,9.890540238,2022-12-29,Credit,2021-12-06 00:00:00,0.369591519,8.080780162,10.17502999,0.153933795,90565.86639
746,61,M,Rachelshire,High,Consulting civil engineer,PhD,Divorced,6,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,16,2,FALSE,TRUE,0.396034415,0,1,144,889.83026,128016,2022-09-22,2021-09-03,2.666726475,1.413183391,2.063643017,7,58,2021-06-07,12,0.632408751,2.377651905,Negative,Investment Analytics,Fees,Medium,20.89278471,621.8555735,334332,5.083424017,2022-10-22,Transfer,2022-09-22 00:00:00,0.995727446,8.534318392,17.68698293,0.261187058,85724.74271
747,19,F,East Sarahmouth,Low,"Psychologist, sport and exercise",Bachelor,Divorced,2,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,90,8,TRUE,FALSE,0.893041343,12,5,210,964.4900561,202440,2022-08-15,2021-06-26,2.130785953,3.446871073,2.466091814,7,-62,2021-06-06,6,0.605145206,4.117870402,Positive,Budgeting Tools,Fees,High,16.70906415,707.3835474,348702,1.298776822,2023-04-13,Debit,2022-08-15 00:00:00,0.733408196,3.773867808,17.77832571,0.806946448,12770.22155
748,30,Other,East Brendafurt,High,Research scientist (life sciences),Master,Married,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,5,FALSE,FALSE,0.774491101,16,9,332,383.6357698,127156,2023-06-19,2021-09-24,3.846955374,4.517221232,2.552902778,8,26,2022-05-28,6,0.706371997,4.877122928,Negative,Investment Analytics,Transaction Delays,High,22.97185996,648.4483056,815136,25.92591583,2023-12-12,Debit,2023-06-19 00:00:00,0.134145993,1.461835164,19.68360309,0.776607746,9357.659448
749,57,F,West Franciscobury,Medium,Sports coach,PhD,Single,1,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,5,FALSE,TRUE,0.510676731,11,0,90,347.0368795,31230,2021-09-12,2023-02-09,4.883332631,4.439729574,1.767012359,9,85,2022-02-26,13,0.826106004,4.642523863,Positive,,Customer Service,Low,79.54943997,967.1418686,448087,12.36865988,2022-03-01,Transfer,2021-09-12 00:00:00,0.117515793,1.089140842,5.331083413,0.327423377,54873.03877
750,19,M,Rhodesside,Medium,"Teacher, secondary school",High School,Single,4,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,50,7,TRUE,TRUE,0.479812987,15,3,12,991.563919,11892,2023-08-18,2022-01-14,1.190044655,4.759573071,4.756409513,8,66,2023-10-11,11,0.897196353,2.226404119,Neutral,Mobile Deposit,Fees,Low,9.72322873,972.3558689,98255,22.84796336,2023-08-19,Debit,2023-08-18 00:00:00,0.698794751,1.317250105,11.44121827,0.728814495,42792.67899
751,82,F,Patrickberg,Medium,Location manager,Bachelor,Single,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,4,TRUE,FALSE,0.5656013,1,5,26,150.7208252,3900,2022-09-15,2021-08-16,3.052151442,1.092347303,4.608488379,5,-86,2023-01-02,19,0.509651045,4.392322965,Neutral,International Transfers,Transaction Delays,Low,74.13870518,216.5227682,794162,16.08940051,2022-11-02,Credit,2022-09-15 00:00:00,0.94195173,1.286838302,5.245821647,0.547984594,5066.282719
752,80,F,New Juliestad,Low,Mudlogger,Bachelor,Divorced,7,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,51,3,TRUE,FALSE,0.357827826,9,9,324,51.30151783,16524,2023-04-05,2022-01-13,2.046706506,3.245256418,2.98904794,3,-45,2022-03-28,5,0.970307769,3.178249502,Positive,International Transfers,Transaction Delays,Low,25.41314167,102.58164,119466,17.24566125,2023-08-23,Debit,2023-04-05 00:00:00,0.827161127,0.567242578,17.39285979,0.379331499,87929.5925
753,34,M,North Samuelland,Low,Community development worker,Master,Divorced,3,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,6,FALSE,TRUE,0.700777189,2,3,251,391.3071123,98141,2022-07-12,2022-06-03,2.850953639,4.667521593,4.014490696,9,-71,2023-06-28,17,0.918533887,2.7604506,Positive,Budgeting Tools,Transaction Delays,Low,50.58873916,505.9641108,572874,28.8586612,2023-09-18,Transfer,2022-07-12 00:00:00,0.590817719,9.34188892,13.84812158,0.024417335,8853.945439
754,26,Other,Cassiefurt,Medium,Energy manager,Master,Married,7,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,32,6,FALSE,FALSE,0.686071171,11,6,242,97.17038631,23474,2023-10-22,2022-08-27,3.818372813,4.601201917,1.899073473,8,-76,2022-09-12,1,0.97966369,3.048573716,Positive,,App Issues,Low,4.957430375,727.4895537,561643,20.00505336,2023-12-22,Credit,2023-10-22 00:00:00,0.154378939,2.579259083,15.90061115,0.447541729,34961.587
755,32,F,Anthonyview,Medium,Engineering geologist,Master,Widowed,5,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,96,6,FALSE,TRUE,0.574654655,5,2,539,389.4148913,209671,2023-10-09,2023-08-15,4.507203222,2.083909647,4.419256082,6,87,2023-01-22,8,0.628518355,3.808705806,Neutral,,,Low,70.99959064,976.425347,298346,17.7538895,2023-12-18,Debit,2023-10-09 00:00:00,0.10083632,1.093751152,17.91652433,0.422466323,7721.352962
756,41,M,Henrystad,Premium,Product/process development scientist,Bachelor,Married,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,16,7,TRUE,FALSE,0.057692685,4,2,565,417.4758293,235605,2023-06-16,2021-06-05,4.546726854,3.007783084,2.64772279,2,-54,2022-08-23,0,0.57996689,2.885618289,Neutral,Mobile Deposit,App Issues,Medium,15.94464296,450.1758921,271859,16.67336024,2023-12-15,Debit,2023-06-16 00:00:00,0.901964446,7.291371813,10.56669476,0.071647587,6027.963062
757,55,Other,Reynoldsshire,High,Cabin crew,PhD,Divorced,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,4,TRUE,TRUE,0.126837657,0,9,855,642.3484529,548910,2021-06-14,2023-07-18,1.652596453,1.383736005,1.534138146,3,-20,2022-05-16,0,0.937385902,1.25191941,Neutral,Budgeting Tools,Customer Service,Low,80.06219819,153.6700134,240314,16.12529077,2021-07-03,Transfer,2021-06-14 00:00:00,0.868448813,9.083589423,19.49074617,0.127319495,7842.075633
758,52,Other,Millerport,Medium,Sports administrator,High School,Single,4,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,48,3,FALSE,TRUE,0.039276276,15,7,85,746.7013767,63410,2021-03-23,2022-07-21,3.250549812,2.096777671,4.172399487,1,83,2023-12-15,10,0.509268029,1.18031694,Neutral,Investment Analytics,Transaction Delays,Medium,10.98602495,520.1956912,194197,28.9109628,2022-10-13,Credit,2021-03-23 00:00:00,0.182425016,8.032864194,12.19869571,0.436124506,61272.7818
759,66,Other,Lake Charles,Low,Housing manager/officer,PhD,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,3,FALSE,TRUE,0.718515734,7,1,176,651.3201692,114576,2023-06-04,2023-05-25,2.131594132,4.967928298,2.922963159,7,52,2022-07-02,3,0.707759269,2.906895436,Positive,Investment Analytics,Transaction Delays,Low,19.93674105,333.1692033,841547,10.32400311,2023-07-09,Debit,2023-06-04 00:00:00,0.859600581,8.529315333,12.96450724,0.015401833,63189.6394
760,79,F,Ericberg,Medium,Information systems manager,High School,Single,2,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,89,3,TRUE,FALSE,0.47759968,12,0,293,710.1167919,208030,2022-10-23,2022-10-25,2.991286935,3.340397132,3.428201726,8,73,2022-10-16,19,0.714876739,2.769797353,Positive,Mobile Deposit,Customer Service,Low,92.32632167,346.1818019,524851,0.973288257,2023-05-08,Debit,2022-10-23 00:00:00,0.700381276,5.473303698,1.137040422,0.928405655,38306.60571
761,77,F,Stewartville,High,"Geneticist, molecular",PhD,Single,6,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,64,2,TRUE,TRUE,0.954981169,13,4,994,375.2974214,372750,2022-05-28,2022-06-12,4.679967011,4.995001185,4.666529669,10,30,2023-10-29,4,0.613093149,4.217468916,Negative,,Fees,Medium,69.54535337,478.9933084,572936,3.160161962,2023-03-05,Debit,2022-05-28 00:00:00,0.915928639,4.30026079,2.941271778,0.711420393,59628.28256
762,67,F,North Sherrymouth,Medium,"Therapist, drama",Master,Widowed,6,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,61,6,FALSE,FALSE,0.952328368,10,6,45,461.9621517,20745,2021-02-22,2021-11-28,1.24266254,1.06618837,3.289324886,7,49,2021-08-02,18,0.615852113,1.891393538,Neutral,Investment Analytics,App Issues,High,10.21310874,147.4295183,70278,23.84248904,2022-04-23,Credit,2021-02-22 00:00:00,0.67711736,7.627887595,14.27001402,0.99347173,41620.70211
763,26,Other,Kathleenville,Low,Artist,High School,Married,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,74,1,FALSE,TRUE,0.798170818,11,3,715,717.238536,512655,2021-07-07,2021-06-01,3.376622569,4.885427087,2.064729907,10,15,2021-04-21,10,0.833611582,3.336469366,Neutral,Investment Analytics,Customer Service,High,23.91207212,78.22060892,95031,27.6518799,2021-11-04,Transfer,2021-07-07 00:00:00,0.864289334,9.187792418,11.96181251,0.207855569,90433.95665
764,51,F,North Jacob,Medium,Dispensing optician,Bachelor,Married,4,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,9,6,FALSE,FALSE,0.443048916,12,7,643,155.9336215,99665,2022-04-14,2022-07-22,2.438876142,2.415657255,2.371663557,7,63,2022-12-11,0,0.659702011,3.493763333,Positive,Mobile Deposit,Fees,Medium,67.40515173,605.4448416,997075,2.115459188,2022-08-26,Transfer,2022-04-14 00:00:00,0.820190385,1.753341809,19.4062331,0.278377864,53962.63267
765,52,M,Hawkinshaven,High,Technical sales engineer,High School,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,30,8,FALSE,FALSE,0.316350399,7,0,390,714.9262429,278460,2021-02-12,2021-05-08,4.472418316,1.331666789,4.425741292,5,17,2023-04-22,17,0.551804992,1.713680955,Neutral,Mobile Deposit,Customer Service,Low,35.36393769,290.9181478,616956,2.836188833,2021-10-20,Debit,2021-02-12 00:00:00,0.224172793,0.659826337,7.471788308,0.217287302,2211.846328
766,18,F,Garcialand,Medium,IT trainer,Bachelor,Married,7,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,24,6,TRUE,FALSE,0.200974218,9,4,462,952.0364276,439824,2022-07-06,2023-02-23,1.873253242,1.358278723,4.251741362,9,-96,2023-09-23,11,0.668955187,1.720555827,Negative,,Fees,Low,79.29980169,720.7295607,432911,2.905668389,2023-04-24,Transfer,2022-07-06 00:00:00,0.153118399,3.945482942,16.4285237,0.839352236,43919.07099
767,57,F,Angelamouth,High,Art gallery manager,PhD,Widowed,6,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,56,2,FALSE,FALSE,0.23249492,2,1,390,183.9156711,71370,2021-03-24,2023-03-07,2.331948068,2.375647071,3.958479436,2,-61,2022-07-27,8,0.750120007,3.915691444,Positive,Mobile Deposit,Fees,Medium,96.9283804,677.5866385,459797,5.352028716,2022-05-05,Transfer,2021-03-24 00:00:00,0.453839829,5.397636277,14.65757163,0.327261232,5307.58669
768,81,Other,Smithchester,Medium,Counsellor,Master,Widowed,6,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,64,7,TRUE,FALSE,0.990318457,5,2,589,400.489419,235600,2021-12-25,2022-11-13,1.081248167,2.894724686,1.515786767,5,98,2021-06-10,4,0.520516591,1.911523278,Negative,Mobile Deposit,Customer Service,Medium,68.6885624,783.6928372,976947,3.641770768,2022-07-14,Debit,2021-12-25 00:00:00,0.212911121,3.019192712,3.734644326,0.044371466,2123.818607
769,39,F,Maxwellside,Low,Occupational hygienist,High School,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,42,3,FALSE,FALSE,0.530348772,18,5,157,585.5561019,91845,2023-08-22,2021-05-04,2.719792183,1.341091736,1.777341533,8,-74,2022-02-21,13,0.995373247,1.981512712,Negative,Budgeting Tools,,Medium,59.91580248,61.37731623,977761,11.14795024,2023-11-06,Credit,2023-08-22 00:00:00,0.245010731,6.366422214,3.740114656,0.359643608,60008.06601
770,77,M,New Adriana,Medium,Hospital pharmacist,Bachelor,Single,4,Online,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,2,9,FALSE,TRUE,0.012253483,17,1,161,720.9701969,115920,2023-11-29,2022-06-13,3.532911235,4.406171262,3.811956887,8,-22,2021-10-08,17,0.853911493,1.999104348,Neutral,International Transfers,Customer Service,High,29.0826326,70.98173432,122299,12.0808605,2023-12-27,Transfer,2023-11-29 00:00:00,0.647696548,0.043064548,3.520669554,0.425819124,47363.99267
771,81,Other,Jacksonview,Medium,"Sales professional, IT",PhD,Divorced,3,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,54,8,FALSE,FALSE,0.044293203,17,7,529,259.505238,137011,2023-06-25,2022-06-27,1.784642039,2.94396801,2.11225659,10,-41,2023-12-03,5,0.556678591,3.726707927,Neutral,Investment Analytics,Customer Service,Low,87.88332842,25.72755015,436426,15.69585013,2023-10-04,Credit,2023-06-25 00:00:00,0.211551924,0.551495367,7.500030472,0.392722336,85380.0622
772,28,M,Josephberg,Low,Armed forces logistics/support/administrative officer,Master,Widowed,7,Marketing,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,47,6,TRUE,FALSE,0.458766216,19,3,953,588.7245848,560364,2022-07-24,2021-12-31,3.542702333,2.459698148,3.845378294,9,90,2022-04-18,1,0.521640945,3.647854818,Neutral,Budgeting Tools,Customer Service,High,11.25081172,462.2838139,82246,23.62420809,2023-01-28,Credit,2022-07-24 00:00:00,0.632416302,7.962423896,2.784925612,0.825516999,55486.10625
773,31,Other,East Ryanchester,Low,Chief Marketing Officer,Master,Married,3,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,64,1,FALSE,TRUE,0.443481786,17,9,779,935.703981,728365,2022-01-07,2023-06-22,3.97885842,3.086063173,3.77381298,2,-23,2022-09-17,14,0.995583112,4.825783007,Neutral,Budgeting Tools,,Medium,29.58134686,157.0878321,351435,17.47986578,2022-12-04,Transfer,2022-01-07 00:00:00,0.358731097,2.025114449,17.35488734,0.951975512,76181.1427
774,77,Other,Toddland,Low,Plant breeder/geneticist,Master,Married,5,Marketing,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,70,2,TRUE,TRUE,0.405558725,15,6,635,363.8778426,230505,2023-06-12,2021-05-23,1.769678812,2.950180432,3.354522628,8,-22,2022-03-08,13,0.812941037,2.87681505,Positive,Mobile Deposit,Transaction Delays,Low,44.12274596,829.8680163,110631,2.632890774,2023-11-23,Transfer,2023-06-12 00:00:00,0.166710722,8.590140085,13.37165046,0.581906696,84840.40551
775,47,F,Johnathanbury,Low,Health and safety adviser,PhD,Married,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,8,FALSE,FALSE,0.823603419,12,4,834,573.3631746,477882,2023-10-05,2023-10-05,4.021084954,1.412680976,4.953301577,6,74,2021-09-09,10,0.799944431,1.859800207,Positive,Budgeting Tools,,High,11.82151987,590.4083448,151920,24.19154795,2023-11-09,Transfer,2023-10-05 00:00:00,0.865135708,9.88795728,16.43011967,0.60718384,89195.90751
776,52,M,Wheelerborough,Medium,Higher education careers adviser,PhD,Widowed,2,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,13,6,FALSE,TRUE,0.703155353,10,6,802,627.8437998,502854,2021-07-06,2022-02-15,4.731071983,1.200504033,4.497700984,3,78,2023-02-02,10,0.610929824,2.700788865,Negative,,Fees,Low,20.18557971,253.101717,643408,22.41671028,2023-11-11,Transfer,2021-07-06 00:00:00,0.429987307,7.333680954,1.095576475,0.273135666,65949.75124
777,54,Other,Rodriguezport,Premium,Astronomer,PhD,Widowed,2,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,86,1,TRUE,TRUE,0.107417149,17,6,223,888.4253859,198024,2023-08-21,2023-03-16,1.889918576,3.71440821,1.482566504,7,71,2021-10-18,10,0.937361473,3.090730678,Neutral,Budgeting Tools,Customer Service,High,53.72123291,652.1083674,526643,23.00530462,2023-09-26,Credit,2023-08-21 00:00:00,0.148704406,8.343700878,14.48182111,0.865518685,11467.6584
778,22,F,South Martinfurt,Medium,Fast food restaurant manager,Master,Married,2,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,80,9,FALSE,TRUE,0.362678896,15,9,912,317.8436404,289104,2022-12-14,2022-01-01,1.53999441,2.950585877,3.933254275,2,16,2021-03-15,7,0.535080156,1.781462807,Positive,,Transaction Delays,Low,11.30795612,995.7068514,501680,17.18010794,2023-10-06,Transfer,2022-12-14 00:00:00,0.039172656,4.687838693,8.217005356,0.247031306,9306.747783
779,43,Other,Scottchester,High,Production engineer,High School,Widowed,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,13,8,TRUE,FALSE,0.596679935,13,1,748,874.2235706,653752,2023-04-17,2023-10-05,2.333627927,1.09801471,4.394394886,2,-74,2022-04-27,13,0.883020444,4.072982728,Positive,International Transfers,App Issues,Low,38.19633183,321.0071167,803278,12.59419014,2023-07-10,Debit,2023-04-17 00:00:00,0.871741258,3.117647202,15.32901421,0.143506615,64806.85122
780,79,Other,West Malik,Medium,"Engineer, energy",Bachelor,Married,4,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,2,TRUE,TRUE,0.382488879,6,5,937,676.7342946,633412,2022-11-14,2021-08-11,1.762863906,3.667065922,4.487698572,10,-48,2023-06-21,19,0.566707343,1.385752781,Positive,Investment Analytics,Transaction Delays,High,91.39701821,28.89446908,100410,5.10682545,2023-05-31,Transfer,2022-11-14 00:00:00,0.104769835,6.454227563,12.66062922,0.7365219,90215.59463
781,21,Other,South Leon,Medium,Fitness centre manager,PhD,Single,4,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,84,5,TRUE,FALSE,0.208305331,5,7,124,719.7679347,89156,2022-10-20,2021-10-22,4.100984856,3.822673327,3.057150624,2,13,2023-07-19,1,0.901459851,1.103951565,Positive,Investment Analytics,,Low,47.91155792,271.6872862,258939,28.44361717,2023-12-25,Credit,2022-10-20 00:00:00,0.372382654,1.692726497,6.390167053,0.741529095,1735.803407
782,59,Other,Novakport,Low,"Civil engineer, consulting",High School,Widowed,4,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,44,3,FALSE,TRUE,0.628052958,16,7,805,75.64257748,60375,2021-08-03,2023-06-03,1.531304613,4.880079606,4.430496377,3,-96,2021-08-22,0,0.607298462,1.665894275,Negative,,Transaction Delays,High,60.61942228,36.49231087,179866,26.0693504,2023-07-23,Debit,2021-08-03 00:00:00,0.889247509,1.858485188,18.96167616,0.695725767,23435.25137
783,35,Other,Faulknerbury,Medium,Occupational therapist,Bachelor,Single,4,Branch,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,1,1,FALSE,FALSE,0.60224917,14,8,150,362.9766012,54300,2021-11-26,2022-03-24,1.090134671,3.520106321,4.417439262,7,-79,2021-02-13,12,0.987340485,1.13704865,Positive,Mobile Deposit,Customer Service,Medium,20.95016871,650.3034595,628857,7.475214248,2022-09-25,Transfer,2021-11-26 00:00:00,0.726637579,7.511578065,10.0613277,0.736432782,54601.47571
784,57,Other,Nicholasfurt,Medium,"Psychotherapist, dance movement",Master,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,7,TRUE,TRUE,0.974609441,9,4,430,126.8178159,54180,2022-11-07,2021-08-06,2.407237798,2.100085617,3.215742031,2,-62,2023-10-19,8,0.601509465,1.460721276,Neutral,International Transfers,App Issues,Medium,84.4539907,795.3789146,331903,9.666586541,2023-05-02,Debit,2022-11-07 00:00:00,0.7855287,1.745833745,8.805560304,0.814352554,17594.94803
785,56,F,Danielshire,Low,Social researcher,High School,Widowed,3,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,7,9,FALSE,FALSE,0.561070321,16,9,547,565.9508307,309055,2023-04-24,2023-06-24,4.138913883,1.954840942,3.164751762,6,48,2021-03-11,10,0.800355061,1.318609638,Negative,Investment Analytics,Fees,Medium,60.95596479,873.1442903,54087,1.853542199,2023-11-02,Debit,2023-04-24 00:00:00,0.559098242,9.885586558,11.51117202,0.897426817,58344.49056
786,31,Other,New Wendy,High,Clinical cytogeneticist,Master,Married,5,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,7,FALSE,FALSE,0.874297586,1,2,903,839.2527901,757617,2023-10-12,2022-06-15,3.605190691,2.82991617,3.461066168,8,-44,2022-07-08,7,0.933909346,3.764678706,Positive,International Transfers,App Issues,High,96.27765865,836.2218324,598451,22.36056569,2023-12-02,Transfer,2023-10-12 00:00:00,0.215023359,7.547259125,8.035219768,0.033819826,46680.90032
787,49,M,Lake Katrina,Medium,Curator,Bachelor,Divorced,3,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,89,3,FALSE,TRUE,0.949196196,16,4,818,415.8869882,339470,2022-08-14,2021-07-31,3.122141511,1.369480384,1.62900737,8,16,2022-07-24,14,0.716544968,3.904426641,Positive,Budgeting Tools,Transaction Delays,Medium,26.61751902,924.0949076,996624,19.7559461,2022-11-27,Credit,2022-08-14 00:00:00,0.918076987,9.134958386,0.881982636,0.653240312,44457.91977
788,68,F,Lake Stevenborough,Medium,"Psychologist, educational",PhD,Single,5,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,36,6,TRUE,TRUE,0.434783975,12,5,885,233.3480193,206205,2023-04-01,2021-03-13,2.831789841,2.983972229,3.955612265,4,77,2023-02-26,17,0.735811086,2.307653262,Neutral,,Customer Service,Medium,60.35490001,742.8950809,955646,23.63622333,2023-07-07,Debit,2023-04-01 00:00:00,0.238075983,4.85130081,14.13176839,0.294696833,77419.30284
789,55,M,Salinasland,Low,Restaurant manager,Master,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,14,3,TRUE,FALSE,0.052893703,17,8,527,311.5622107,163897,2021-03-17,2021-05-30,3.597884304,2.311396923,4.561588948,5,67,2022-09-08,14,0.973272501,1.792904729,Negative,International Transfers,Customer Service,High,59.17893805,11.77422126,855438,3.118420562,2022-11-19,Credit,2021-03-17 00:00:00,0.225351299,5.055521019,12.00125037,0.581528073,58639.31573
790,40,Other,Chambersberg,Medium,Scientific laboratory technician,High School,Single,1,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,33,4,FALSE,FALSE,0.143494398,18,8,388,577.456482,223876,2023-07-21,2021-05-25,2.96872915,4.319495183,3.239956606,2,-56,2021-06-23,10,0.536120178,4.071732676,Positive,Budgeting Tools,Customer Service,High,88.85427625,690.2736325,814861,3.264700547,2023-08-17,Debit,2023-07-21 00:00:00,0.851408973,8.234380836,7.680374954,0.858166119,43452.10838
791,80,M,Johnberg,High,"Doctor, hospital",PhD,Married,4,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,20,1,TRUE,TRUE,0.503970198,1,3,856,769.8578438,658264,2021-06-30,2022-05-29,4.099438664,3.779788877,3.947380454,1,74,2021-05-03,19,0.756102832,1.63357574,Negative,Budgeting Tools,Transaction Delays,Low,74.3835713,639.0756381,59607,25.52376583,2022-10-14,Debit,2021-06-30 00:00:00,0.248964466,5.513596237,11.09110785,0.736613076,99913.85186
792,32,Other,Mccormickland,Medium,"Embryologist, clinical",High School,Widowed,1,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,2,FALSE,TRUE,0.892958004,1,9,269,692.9616131,186148,2022-10-07,2023-07-03,4.465770434,2.026707357,3.089217406,5,51,2022-07-26,15,0.700405436,2.561101755,Negative,Mobile Deposit,App Issues,Low,17.31501178,246.5624626,19826,20.62829067,2022-12-17,Debit,2022-10-07 00:00:00,0.969664268,0.302528541,5.754030645,0.194776571,76780.07843
793,42,Other,Ewingfort,Medium,Cabin crew,Bachelor,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,1,FALSE,TRUE,0.654132069,17,4,541,942.748778,509622,2022-06-01,2021-02-08,1.694491254,2.91407002,3.247704907,10,-45,2023-02-26,18,0.747939052,3.280871699,Neutral,Budgeting Tools,Transaction Delays,Medium,84.86728289,990.4323909,329341,9.016827209,2023-04-04,Transfer,2022-06-01 00:00:00,0.691551379,4.114133311,10.15171447,0.573498079,63651.10942
794,34,F,Fergusonchester,Medium,"Administrator, education",Bachelor,Widowed,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,2,FALSE,TRUE,0.201481717,6,7,306,885.0335722,270810,2022-10-25,2023-10-17,1.927837702,3.867490554,3.308293997,9,-32,2023-10-12,13,0.647063264,3.20684801,Negative,Budgeting Tools,,Medium,87.35946144,587.9668718,76686,13.37583417,2022-10-30,Debit,2022-10-25 00:00:00,0.358873471,6.830926582,16.82780222,0.170963972,26611.60394
795,83,F,Port Tanyaside,Low,"Designer, television/film set",PhD,Single,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,4,FALSE,TRUE,0.70104435,9,8,16,113.862859,1808,2021-08-26,2021-11-01,3.054633865,1.692144037,2.022524956,4,42,2021-02-08,8,0.535790498,2.71473321,Positive,International Transfers,App Issues,Low,53.83313138,392.4434933,259867,12.56560442,2022-04-03,Transfer,2021-08-26 00:00:00,0.011774113,2.922715304,2.019399334,0.245303535,51362.96542
796,70,Other,North Kaylastad,High,Chief Executive Officer,High School,Widowed,1,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,21,6,FALSE,TRUE,0.894219325,3,0,513,706.6534512,362178,2023-04-08,2021-01-02,4.463139538,4.876047579,4.061277114,1,-67,2023-02-23,17,0.625184537,3.213709985,Neutral,,App Issues,Medium,49.43244765,358.7978016,301449,14.5104073,2023-10-27,Debit,2023-04-08 00:00:00,0.245438177,0.303433652,11.03125505,0.40305118,68878.56748
797,68,F,Lake Cheyenne,High,Regulatory affairs officer,High School,Widowed,2,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,12,8,FALSE,TRUE,0.03022556,3,2,34,399.7173072,13566,2023-11-20,2021-03-19,4.673637377,1.36685906,2.667406737,1,56,2023-02-27,11,0.510592917,3.66647663,Neutral,Investment Analytics,Transaction Delays,High,56.17260303,668.9566404,318372,11.28447104,2023-12-26,Debit,2023-11-20 00:00:00,0.555099753,6.680885255,16.40923597,0.61415657,83498.98381
798,56,M,Rasmussenmouth,Low,Theme park manager,High School,Single,3,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,24,9,TRUE,TRUE,0.242812122,0,3,354,342.782405,121068,2021-01-03,2023-03-11,1.503294839,4.813064664,1.239755371,10,0,2023-06-29,14,0.561668822,1.978364185,Positive,Mobile Deposit,Fees,High,5.99120924,495.3527372,515313,28.69570524,2022-06-24,Debit,2021-01-03 00:00:00,0.279762796,8.029215459,16.98661059,0.537125956,44782.6818
799,68,F,Rodriguezville,Low,Software engineer,High School,Divorced,5,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,70,7,FALSE,FALSE,0.153180825,1,8,464,481.1220462,223184,2023-08-05,2022-06-30,2.21254281,1.066765657,2.938857115,4,62,2021-04-01,9,0.622297685,2.56448576,Negative,,Transaction Delays,Low,64.5120072,757.7267969,292425,10.47645802,2023-12-12,Transfer,2023-08-05 00:00:00,0.034110209,3.544380639,0.011592081,0.312915563,49140.93751
800,23,F,Jeffreyhaven,High,"Education officer, environmental",Bachelor,Married,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,90,4,TRUE,TRUE,0.784103001,9,0,992,768.6041339,761856,2023-04-27,2021-11-07,4.078454256,2.933813243,1.497239052,2,-76,2022-04-05,18,0.64771493,3.748593634,Neutral,Mobile Deposit,Transaction Delays,Low,10.02988283,72.82234186,175545,11.67771909,2023-11-29,Transfer,2023-04-27 00:00:00,0.211142541,2.171765673,6.776164055,0.824078333,73547.47291
801,84,M,South Neil,Medium,"Civil engineer, consulting",High School,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,7,TRUE,FALSE,0.891477409,14,9,104,422.6195236,43888,2021-04-22,2022-11-07,4.734678869,2.152637871,4.19689019,4,-48,2022-02-26,9,0.688010834,1.506489202,Negative,Investment Analytics,App Issues,Medium,67.53752601,274.7099689,168953,25.43632243,2023-03-03,Debit,2021-04-22 00:00:00,0.548903052,9.571014305,12.60872839,0.737372422,41598.04928
802,24,F,Bartonshire,Low,"Engineer, biomedical",Bachelor,Divorced,4,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,1,FALSE,TRUE,0.554557477,11,7,289,822.8681292,237558,2022-01-20,2023-03-13,1.324750031,4.870595954,1.685873742,3,82,2023-02-16,17,0.94982799,2.376268751,Positive,Mobile Deposit,App Issues,Medium,94.04627543,166.8014553,524250,0.294470307,2022-04-11,Credit,2022-01-20 00:00:00,0.775854278,5.929979942,11.1191714,0.37895376,20789.51623
803,68,Other,West Whitney,High,Games developer,High School,Married,2,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,44,6,TRUE,TRUE,0.848201868,2,1,143,477.2154434,68211,2023-11-28,2021-01-08,2.878052206,4.422128942,4.611994171,3,-33,2022-01-13,14,0.782756716,1.126994889,Neutral,Investment Analytics,Fees,High,68.13959058,84.51256616,189129,23.44017687,2023-12-05,Transfer,2023-11-28 00:00:00,0.718167158,1.121845689,10.56167237,0.513378068,95236.06089
804,59,M,Garciachester,Medium,"Scientist, physiological",High School,Single,7,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,96,1,FALSE,TRUE,0.656937163,3,0,977,69.77471164,67413,2023-01-11,2023-11-22,2.982757236,4.610264152,4.553181747,3,-75,2023-06-02,14,0.947168453,1.840307405,Positive,International Transfers,Transaction Delays,High,47.97744726,172.319233,518005,7.016229082,2023-04-13,Debit,2023-01-11 00:00:00,0.312510933,4.087540402,0.757582873,0.160133145,11141.58618
805,81,Other,North Marieberg,Medium,Personnel officer,Master,Divorced,7,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,20,8,TRUE,TRUE,0.656699542,8,9,698,634.0440028,442532,2023-10-18,2023-10-02,1.034351095,2.966820152,4.553481614,1,1,2023-12-27,17,0.5319519,2.636218096,Positive,International Transfers,Transaction Delays,High,68.32281782,714.6128914,711087,17.59887001,2023-12-09,Transfer,2023-10-18 00:00:00,0.210422116,4.413460497,7.313516028,0.898365106,66081.6957
806,32,M,Larrymouth,Medium,Dramatherapist,Master,Divorced,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,4,FALSE,FALSE,0.579708169,13,6,337,782.9712127,263534,2023-06-25,2023-09-07,4.417333151,1.423210892,2.2677237,7,74,2021-04-18,1,0.666370253,2.070076121,Neutral,Investment Analytics,Fees,Medium,66.8789415,305.5919064,611481,7.826310756,2023-12-21,Credit,2023-06-25 00:00:00,0.718123027,4.050192361,12.22518225,0.446494667,46869.65549
807,46,Other,New Timothy,High,"Teacher, primary school",High School,Widowed,6,Branch,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,39,8,FALSE,TRUE,0.050018701,9,3,803,322.8224195,258566,2021-04-16,2023-06-13,1.429572485,1.988629691,2.267824993,5,31,2022-09-17,9,0.693095286,4.143387661,Neutral,,Fees,Medium,53.02102821,66.38226577,551966,26.16200823,2023-11-04,Transfer,2021-04-16 00:00:00,0.348662917,1.240571228,5.964299699,0.775627708,82781.52033
808,50,Other,Davismouth,Medium,Sports coach,Bachelor,Single,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,46,8,TRUE,FALSE,0.936978105,9,1,693,229.920778,158697,2022-02-21,2023-04-08,4.349969941,3.123658628,2.448847308,7,17,2021-03-06,6,0.530062292,2.641035217,Positive,,Transaction Delays,Medium,79.77768689,272.8716229,606013,27.73911923,2023-03-20,Transfer,2022-02-21 00:00:00,0.772435114,9.292326526,4.144016922,0.277905463,91965.21448
809,44,F,Carloston,Premium,"Librarian, public",High School,Widowed,3,Marketing,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,85,2,FALSE,FALSE,0.355771427,4,3,925,643.7764034,594775,2022-07-01,2021-05-24,1.083884548,2.555882961,4.523092048,3,-65,2022-12-14,12,0.961438882,2.278654759,Neutral,,Fees,High,92.85972527,722.4988996,773258,5.48619667,2023-04-26,Debit,2022-07-01 00:00:00,0.244434515,8.948134265,16.4336666,0.754065631,72049.0157
810,53,Other,North Melindaville,High,Regulatory affairs officer,Master,Single,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,6,FALSE,TRUE,0.802577705,10,9,376,359.1155037,134984,2021-09-26,2022-04-08,4.932122936,2.310683535,2.525674851,9,29,2021-02-23,9,0.643853958,4.776278067,Positive,Investment Analytics,Customer Service,Medium,5.433458001,346.9620478,20961,26.49854511,2023-04-29,Transfer,2021-09-26 00:00:00,0.824343869,8.58825655,13.06071862,0.11337307,63034.04197
811,46,F,Lake John,Low,Training and development officer,High School,Married,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,13,4,TRUE,FALSE,0.80998457,13,1,204,906.7322207,184824,2022-08-13,2021-01-07,3.099711205,2.21120976,3.264422506,1,74,2022-11-20,19,0.890834505,3.540681863,Neutral,,,Medium,91.70639754,975.9383675,503135,4.020606184,2023-04-05,Credit,2022-08-13 00:00:00,0.801911694,8.144024443,17.96795119,0.186758663,35552.01402
812,55,M,New Ethan,Medium,Primary school teacher,Master,Widowed,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,71,3,FALSE,FALSE,0.965761234,5,3,58,769.1490646,44602,2023-06-17,2023-02-27,2.195290193,1.936673421,4.884445587,5,-85,2022-06-22,12,0.733774544,3.838398066,Neutral,Budgeting Tools,,Low,39.55731901,161.6252059,570478,13.18377126,2023-07-09,Credit,2023-06-17 00:00:00,0.267539689,5.575153259,15.31192139,0.300354514,53190.34807
813,74,Other,Mullenbury,Medium,Facilities manager,High School,Single,4,Online,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,87,9,TRUE,FALSE,0.326699639,10,1,997,466.5809861,464602,2023-09-20,2023-09-15,3.425139261,3.151713372,3.792837927,9,-23,2022-03-20,19,0.724573879,4.468682265,Positive,Mobile Deposit,Transaction Delays,Medium,18.37946934,793.1749139,494734,0.546971368,2023-12-08,Debit,2023-09-20 00:00:00,0.435358425,6.024722311,1.458162376,0.864893289,7244.291823
814,44,Other,Sotoburgh,Medium,Physiological scientist,PhD,Single,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,9,FALSE,FALSE,0.997399401,10,6,589,975.810605,574275,2021-09-06,2021-09-06,2.135164265,3.752895281,4.186425737,2,67,2021-02-26,4,0.923985644,2.222344603,Negative,,,Low,7.283265735,770.0773058,305541,11.7757829,2022-10-30,Credit,2021-09-06 00:00:00,0.047673692,7.880794162,11.08660791,0.940041636,73987.74257
815,72,M,Fosterborough,High,Exhibition designer,High School,Divorced,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,2,FALSE,FALSE,0.300574481,2,2,661,351.0597557,232011,2021-03-01,2023-01-06,1.430912521,3.764374473,2.83639873,9,47,2022-11-30,10,0.667243187,3.208745595,Neutral,,Customer Service,High,81.46667983,283.6952746,506090,2.45674882,2023-09-11,Transfer,2021-03-01 00:00:00,0.185718327,2.119650245,5.244039076,0.559998781,1298.805638
816,50,M,Vargasfurt,Medium,"Solicitor, Scotland",Bachelor,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,46,5,TRUE,FALSE,0.451370165,12,6,39,450.1753772,17550,2022-05-06,2022-11-14,2.008536257,1.178698145,4.029709856,10,17,2023-06-08,7,0.520496994,2.648552411,Negative,International Transfers,,High,88.02390086,646.2833055,78405,19.73498082,2022-06-01,Debit,2022-05-06 00:00:00,0.46496457,4.641331494,19.46238046,0.697382922,57678.9271
817,83,Other,Lake Jasonview,Low,Financial manager,Master,Widowed,5,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,85,7,FALSE,FALSE,0.706250033,17,1,513,652.447391,334476,2021-11-21,2022-09-13,4.363210116,1.10779364,4.194642292,7,-82,2023-05-26,5,0.758405498,2.146164889,Neutral,International Transfers,Customer Service,High,95.50759533,398.4711744,9851,20.19524973,2023-01-16,Transfer,2021-11-21 00:00:00,0.294528267,3.807083261,9.994890412,0.20906244,22789.63784
818,27,M,New Cristianside,High,Colour technologist,PhD,Married,3,Online,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,15,9,TRUE,FALSE,0.154988628,17,3,561,516.9120255,289476,2022-09-29,2023-04-01,1.988137635,1.348937403,3.732526171,7,-48,2021-04-27,2,0.619098412,1.041157765,Negative,Mobile Deposit,Customer Service,Medium,62.43637565,401.9822054,254547,3.525888619,2023-09-13,Transfer,2022-09-29 00:00:00,0.349314978,5.157341425,13.29793554,0.740036107,47041.07525
819,22,F,West Mark,Low,"Scientist, biomedical",Master,Single,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,8,TRUE,FALSE,0.266373184,5,6,333,350.9435256,116550,2021-01-29,2021-04-24,2.643450551,1.070975174,4.99721841,4,47,2021-08-12,9,0.672327144,1.555993079,Negative,Mobile Deposit,,Medium,7.055050386,90.40256972,802879,24.03785755,2022-05-03,Debit,2021-01-29 00:00:00,0.30441102,4.579626492,0.209098646,0.788789465,68765.64382
820,55,M,Wilsonfort,High,"Editor, film/video",Master,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,17,4,TRUE,FALSE,0.728113507,12,5,811,423.6120061,343053,2023-04-16,2021-07-05,3.197893878,2.761641522,1.315545218,3,-9,2023-03-06,7,0.679284178,4.244403294,Positive,Budgeting Tools,Customer Service,Medium,40.94955191,39.06999093,12741,6.600594416,2023-08-05,Transfer,2023-04-16 00:00:00,0.143161977,2.273345081,12.62744242,0.728408274,28975.06512
821,30,M,Candicefurt,High,Speech and language therapist,Bachelor,Single,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,3,FALSE,TRUE,0.974384155,5,2,881,865.043612,762065,2021-07-10,2023-01-19,4.479962382,1.214684727,4.328830946,6,8,2022-08-12,19,0.944784857,1.552078821,Neutral,Mobile Deposit,Transaction Delays,Medium,18.50465391,454.720809,593735,8.996619804,2022-06-11,Debit,2021-07-10 00:00:00,0.02100149,8.816865315,0.87820004,0.378142379,91813.41337
822,48,Other,West Michaelmouth,Medium,"Investment banker, operational",High School,Single,3,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,22,1,TRUE,FALSE,0.732798779,11,7,344,206.227262,70864,2022-04-06,2023-12-31,1.043338464,2.742524911,1.867641487,1,18,2023-08-08,17,0.934374335,4.622724534,Negative,Mobile Deposit,Transaction Delays,High,76.78037115,530.4395283,520199,3.361159943,2022-11-17,Transfer,2022-04-06 00:00:00,0.341935489,5.399826221,6.66579308,0.320798126,36964.83725
823,64,F,Port Emily,Medium,Osteopath,Bachelor,Single,6,Referral,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,25,1,TRUE,TRUE,0.862298779,6,8,88,324.4451994,28512,2021-08-21,2022-11-28,4.52837119,2.347604682,3.5088659,3,32,2023-05-19,1,0.966997258,2.087443685,Negative,Investment Analytics,,Low,88.76162096,639.5439805,728229,25.06186626,2023-04-27,Transfer,2021-08-21 00:00:00,0.082535106,7.928462394,2.949686505,0.637225808,23824.184
824,69,M,Samanthashire,High,Air cabin crew,High School,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,65,9,FALSE,TRUE,0.037486752,13,3,333,206.5338989,68598,2023-08-04,2021-06-14,3.964517694,1.2344373,4.268606034,9,-47,2023-11-29,17,0.787926315,2.852358721,Negative,Budgeting Tools,Customer Service,Low,18.71145449,493.8576957,120208,14.94021172,2023-09-01,Credit,2023-08-04 00:00:00,0.607317676,2.800893463,9.399118867,0.672795299,78755.95661
825,73,F,Lake Dennisville,High,Lexicographer,PhD,Single,5,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,1,4,TRUE,TRUE,0.577025909,8,8,356,517.0873234,184052,2021-08-29,2023-07-31,2.547080808,1.338953728,3.598286231,4,77,2022-06-17,1,0.797078373,4.462129023,Positive,,Transaction Delays,High,3.819947195,653.9655325,934501,25.6394728,2021-10-01,Credit,2021-08-29 00:00:00,0.166976514,6.943698869,17.74935362,0.566741652,74538.3643
826,32,F,West Daryl,Medium,Estate manager/land agent,Bachelor,Married,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,8,FALSE,FALSE,0.914091866,2,2,901,169.2874854,152269,2021-11-12,2022-08-17,4.968204147,4.08835131,2.094447413,5,-55,2021-11-29,12,0.745515119,2.387889626,Negative,Mobile Deposit,Customer Service,High,70.55574226,159.132843,934519,12.75774511,2022-02-27,Debit,2021-11-12 00:00:00,0.073459091,3.275312558,12.45782932,0.049162559,65736.37563
827,46,F,Heatherhaven,Medium,"Teacher, primary school",Bachelor,Divorced,5,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,4,TRUE,FALSE,0.682397041,14,1,951,179.4257643,170229,2023-10-18,2022-02-20,1.235308797,3.897815942,2.227054136,6,-64,2023-02-20,13,0.86727031,1.919774522,Neutral,,Transaction Delays,Low,28.75747457,270.0570141,985681,11.7553216,2023-12-06,Credit,2023-10-18 00:00:00,0.153367838,2.352265221,4.750931669,0.560442484,95787.53234
828,25,Other,Barnesberg,Medium,"Production assistant, television",Master,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,6,FALSE,TRUE,0.676462291,6,7,846,835.9502907,706410,2022-08-21,2021-12-28,3.951058274,2.144525033,3.40052416,8,84,2023-08-16,12,0.961301782,1.125615191,Positive,,Customer Service,High,53.28640529,310.6349981,320457,13.77760247,2022-10-15,Debit,2022-08-21 00:00:00,0.015090089,5.606650557,12.54328426,0.314828337,25983.3993
829,22,M,Hendersonfort,Low,Advice worker,Bachelor,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,4,FALSE,FALSE,0.203040205,6,9,464,705.9972951,327120,2023-11-09,2021-03-22,3.879402858,1.519506323,4.621670783,3,19,2022-05-03,14,0.512727826,4.804578352,Positive,Mobile Deposit,App Issues,Medium,90.6785391,69.04499863,658586,14.57729267,2023-11-19,Credit,2023-11-09 00:00:00,0.362097088,2.986977886,11.76865321,0.246730392,90708.8135
830,46,Other,New Garrett,Low,"Research officer, government",High School,Divorced,6,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,62,2,FALSE,FALSE,0.861141167,18,5,582,196.6195059,114072,2022-07-14,2023-02-26,4.787413098,2.425357581,3.627972869,9,-86,2021-09-28,11,0.636549103,2.618486996,Positive,Budgeting Tools,Fees,High,54.51697171,518.0761084,592136,11.51556622,2023-07-07,Debit,2022-07-14 00:00:00,0.847213743,4.04466929,10.53498236,0.983083744,11190.91912
831,64,M,Donaldmouth,Low,Theatre stage manager,Bachelor,Single,4,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,1,FALSE,TRUE,0.865045354,1,7,386,392.799316,151312,2023-05-01,2022-01-27,4.297709159,2.935967019,2.697415165,8,46,2021-02-01,11,0.525769234,4.558839215,Neutral,Budgeting Tools,App Issues,High,2.814044398,401.3003406,194722,13.86014158,2023-11-18,Credit,2023-05-01 00:00:00,0.335817853,6.180279338,5.440868656,0.990377549,33833.54539
832,62,M,Harveystad,Low,Sport and exercise psychologist,Bachelor,Widowed,5,Online,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,81,8,FALSE,TRUE,0.614007038,19,2,365,917.7176022,334705,2023-09-16,2022-09-05,3.30234676,3.069707022,4.459294122,9,15,2022-07-29,11,0.67020549,2.74252311,Positive,International Transfers,,High,71.34775788,374.033114,620331,14.41111718,2023-12-23,Credit,2023-09-16 00:00:00,0.896496872,7.054861962,8.438389055,0.01259634,79840.64177
833,19,Other,South Derrickfurt,Medium,Phytotherapist,PhD,Divorced,5,Referral,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,58,6,FALSE,TRUE,0.426618206,13,7,247,871.4097874,215137,2023-08-26,2023-03-10,1.929752566,1.098336636,2.194676457,5,2,2022-07-16,11,0.924037112,4.529967401,Neutral,,Customer Service,Low,96.79283723,84.26808891,483717,29.72310879,2023-09-02,Debit,2023-08-26 00:00:00,0.683774644,1.927859943,8.322823104,0.762747931,5844.585313
834,44,F,Ortizfort,Premium,Operational researcher,High School,Widowed,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,1,1,TRUE,TRUE,0.824273465,4,9,498,657.9470699,327186,2022-05-15,2021-08-07,3.039229759,3.404042078,3.106864871,7,-46,2021-06-25,17,0.74138129,1.415281773,Negative,Investment Analytics,Fees,Low,90.33674062,148.6659741,28164,18.92027344,2022-09-08,Transfer,2022-05-15 00:00:00,0.565148165,7.578220737,4.600851753,0.692084815,53666.04911
835,53,F,Mckinneymouth,High,Commissioning editor,Master,Widowed,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,5,TRUE,TRUE,0.464995683,0,9,836,291.1435616,243276,2023-07-25,2023-01-06,1.410830246,3.520547531,2.237903975,6,-45,2022-05-27,14,0.945279334,2.763818138,Positive,Investment Analytics,Customer Service,Low,98.51296002,70.79919375,655594,25.67366304,2023-11-04,Credit,2023-07-25 00:00:00,0.377028859,2.561711583,13.90458246,0.302640597,70109.30477
836,53,M,Jacksonshire,Low,Professor Emeritus,High School,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,78,3,FALSE,FALSE,0.822614637,11,1,63,379.5551355,23877,2021-10-24,2023-09-24,2.954303466,3.571781578,4.14005454,2,12,2022-08-29,5,0.930036732,2.771966072,Positive,International Transfers,,Medium,10.09310137,738.9279556,52840,14.65463976,2023-12-27,Transfer,2021-10-24 00:00:00,0.881111923,6.469857281,16.14084455,0.649298234,40916.67933
837,43,Other,Port Kathleenport,Medium,Purchasing manager,PhD,Married,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,78,2,TRUE,TRUE,0.484915747,11,6,592,656.7179131,388352,2023-02-25,2021-06-23,1.775791614,3.505523952,1.802425106,3,-37,2022-11-23,7,0.570810444,4.894189184,Neutral,,App Issues,High,94.81191782,714.7578772,167747,17.5793237,2023-07-01,Transfer,2023-02-25 00:00:00,0.019326822,9.742968976,5.2764925,0.449188949,99576.79476
838,60,F,West Jeffreyport,Medium,"Biochemist, clinical",High School,Divorced,6,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,97,3,FALSE,FALSE,0.579793949,18,1,868,564.8678095,489552,2022-01-26,2023-06-16,4.738331237,4.827296822,3.623364284,6,57,2023-03-20,12,0.641812223,2.972406318,Negative,International Transfers,Fees,Medium,89.4479198,70.10334268,865063,1.014150428,2023-08-30,Credit,2022-01-26 00:00:00,0.663981235,0.112843599,18.22563661,0.227871696,10517.40651
839,44,F,Port Stephen,Low,Operational researcher,High School,Single,6,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,FALSE,1,49,2,TRUE,TRUE,0.748022035,1,1,240,565.0210646,135600,2023-11-07,2022-01-24,2.62645438,3.839150377,3.638951276,8,-25,2021-03-21,2,0.777677333,1.418836606,Neutral,Investment Analytics,App Issues,Low,23.57205121,169.7378435,343584,8.58091968,2023-12-15,Credit,2023-11-07 00:00:00,0.583073124,2.981547055,15.99177791,0.467087682,32660.63984
840,37,M,Dunnville,Premium,Research scientist (maths),Bachelor,Single,2,Marketing,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,14,2,FALSE,FALSE,0.264993586,12,4,597,429.1372584,256113,2021-10-07,2021-10-14,1.597930079,2.267644284,4.72449378,3,74,2022-07-16,18,0.683042639,4.632000286,Positive,International Transfers,App Issues,High,9.642585592,544.8858034,658792,24.0457692,2022-07-12,Debit,2021-10-07 00:00:00,0.291291693,3.881597531,16.91843872,0.258421157,55111.04404
841,28,M,West Kimberlystad,Medium,Fashion designer,Bachelor,Single,7,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,17,1,TRUE,TRUE,0.246845228,11,8,81,99.32834959,8019,2021-05-23,2021-03-15,1.094970436,4.248558285,2.764783217,1,-92,2023-01-11,18,0.8096252,4.798726278,Positive,,Customer Service,High,94.02000815,620.887508,892983,10.12800625,2023-06-10,Transfer,2021-05-23 00:00:00,0.067058438,5.883078287,15.63553752,0.136738935,22034.66189
842,55,Other,Port Jenniferside,Premium,Ophthalmologist,High School,Single,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,3,TRUE,FALSE,0.667841286,6,1,67,130.3321015,8710,2022-07-20,2022-01-31,2.321812713,2.726819802,2.98532149,10,63,2022-07-05,13,0.798336313,2.632430975,Negative,Mobile Deposit,App Issues,Low,25.87833816,378.4323278,321636,21.74232327,2022-08-23,Credit,2022-07-20 00:00:00,0.252512453,5.356486923,19.20892961,0.97840485,86296.45688
843,23,M,South Curtis,Medium,"Scientist, marine",High School,Married,2,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,3,FALSE,FALSE,0.953913279,1,8,600,836.9682164,501600,2023-04-30,2021-02-21,1.231285437,1.24167134,3.394872816,6,17,2022-05-29,8,0.515947358,4.186572535,Positive,Investment Analytics,,Low,62.96054607,461.934842,393899,0.869496707,2023-11-10,Transfer,2023-04-30 00:00:00,0.07479387,7.154107077,2.9114804,0.437084771,45683.99031
844,40,F,West Nancy,High,Data processing manager,Master,Single,6,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,7,4,TRUE,TRUE,0.446033965,7,7,966,885.2827629,854910,2022-11-28,2022-05-04,2.837249222,3.595340102,1.507651511,9,32,2021-01-26,1,0.699021457,1.2783352,Positive,Budgeting Tools,App Issues,Low,31.31392344,983.9239545,213263,16.73414827,2023-12-19,Transfer,2022-11-28 00:00:00,0.931988334,6.21871424,1.75582073,0.11610552,93931.46329
845,64,F,South Joseland,Low,"Administrator, local government",PhD,Single,4,Branch,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,79,3,FALSE,TRUE,0.898202339,18,9,339,894.7619796,303066,2023-11-06,2023-09-29,1.188189389,2.529033107,2.820267652,3,56,2021-09-12,9,0.724522663,2.622055603,Positive,International Transfers,Customer Service,Low,44.76217912,357.1513952,193768,29.65500581,2023-11-11,Transfer,2023-11-06 00:00:00,0.009418266,5.833903508,17.69544133,0.680048403,23568.11359
846,63,F,Grimesville,Medium,Medical sales representative,Bachelor,Widowed,2,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,8,FALSE,TRUE,0.518187107,18,3,98,479.8391381,46942,2022-07-02,2023-03-08,4.333113909,4.721323253,1.600423772,9,25,2022-09-21,18,0.944918552,3.044049039,Negative,International Transfers,Customer Service,Medium,61.23976828,282.1878678,579755,21.42168218,2023-01-17,Transfer,2022-07-02 00:00:00,0.420603147,3.516548353,9.696298215,0.184764279,72933.56626
847,29,F,East Lisa,Medium,"Accountant, chartered",Bachelor,Single,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,59,4,TRUE,TRUE,0.973931227,17,4,507,936.1589404,474552,2021-01-06,2021-05-10,2.86261181,2.367101534,4.151194583,3,94,2022-10-20,13,0.855711681,4.485132903,Negative,Mobile Deposit,,Medium,15.17426926,611.1914772,175951,20.98400068,2022-04-14,Transfer,2021-01-06 00:00:00,0.73276229,2.033898483,6.028530269,0.445436945,79252.70571
848,30,Other,Michellechester,High,Mudlogger,Bachelor,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,1,TRUE,TRUE,0.792047465,1,5,982,839.3404659,823898,2022-08-03,2022-09-23,4.171328447,1.1800667,2.307832067,2,-76,2022-06-26,7,0.616295727,1.403883248,Positive,International Transfers,App Issues,Medium,26.51884668,392.121482,788846,14.47509435,2023-03-28,Debit,2022-08-03 00:00:00,0.309997304,3.537941968,18.33286569,0.757141777,36225.88339
849,79,Other,New Donald,High,"Sound technician, broadcasting/film/video",Bachelor,Married,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,34,2,TRUE,TRUE,0.859557533,1,8,494,390.3187901,192660,2022-09-04,2023-10-21,2.45629101,4.787146242,2.747488741,3,-3,2022-01-02,18,0.792581168,2.626799892,Positive,Investment Analytics,Customer Service,Medium,23.2789705,415.6106596,405379,8.473351954,2023-01-21,Credit,2022-09-04 00:00:00,0.274539432,0.118773373,7.853985887,0.296976345,95935.25318
850,77,M,Port Jamie,High,Cytogeneticist,High School,Divorced,3,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,80,7,FALSE,TRUE,0.679604028,12,9,771,230.7848093,177330,2023-09-30,2023-12-30,4.071486711,4.329541237,2.13251554,4,88,2023-06-28,11,0.707997954,3.051538161,Negative,,Fees,High,90.9661302,885.5426465,864155,12.41196527,2023-11-03,Debit,2023-09-30 00:00:00,0.987217986,2.021799117,2.695103582,0.839303048,64310.7863
851,60,M,New Michaelview,High,Chartered accountant,High School,Widowed,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,6,TRUE,FALSE,0.868492576,5,5,679,731.279636,496349,2021-11-01,2023-07-10,2.621229756,4.917390758,2.028677924,6,-6,2023-08-06,3,0.949968552,3.665588207,Positive,Budgeting Tools,Fees,Medium,10.14368164,710.2279735,243319,15.44401112,2022-06-09,Credit,2021-11-01 00:00:00,0.068676045,3.301170967,1.904298412,0.283730343,67574.98968
852,22,M,West Tiffany,High,Dramatherapist,Master,Widowed,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,17,9,TRUE,FALSE,0.592798278,7,5,471,728.0510578,342888,2023-07-04,2021-02-03,3.685519579,1.724040741,4.950165626,9,7,2021-02-05,19,0.517726501,1.412816792,Positive,International Transfers,Customer Service,Low,99.50183568,444.0508187,776732,21.43196606,2023-11-02,Debit,2023-07-04 00:00:00,0.626712683,7.856196444,10.46546174,0.203806256,54867.15152
853,54,Other,Keithview,Medium,Education administrator,Bachelor,Divorced,5,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,43,6,TRUE,FALSE,0.567336766,18,5,267,891.2772284,237897,2023-09-19,2021-03-17,3.85297358,1.084863549,4.331731242,2,74,2023-06-20,5,0.99828368,2.125382734,Positive,,Customer Service,Medium,57.87323936,412.8880454,323426,4.899738107,2023-12-13,Credit,2023-09-19 00:00:00,0.603710582,0.225381418,0.319697589,0.321822659,69662.06672
854,48,F,East Sydneychester,Medium,Environmental manager,Bachelor,Widowed,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,6,2,TRUE,FALSE,0.873711471,5,9,736,59.96241828,43424,2022-12-08,2022-11-26,3.409922322,4.804396679,2.796540876,9,8,2021-01-19,13,0.567254491,1.17973088,Neutral,,Fees,Low,71.83026445,398.9970561,986378,11.08033335,2023-07-10,Debit,2022-12-08 00:00:00,0.230135001,0.147380204,19.02439056,0.133498625,27907.1109
855,26,M,West Michelleberg,High,Magazine journalist,High School,Single,4,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,34,8,TRUE,TRUE,0.015066171,18,0,367,359.0434908,131753,2022-11-12,2021-04-25,1.220763158,3.969291421,4.313670212,9,-41,2023-08-14,6,0.815552657,1.592087042,Neutral,Budgeting Tools,Transaction Delays,High,72.88818925,985.0468763,398855,25.70449142,2023-07-16,Transfer,2022-11-12 00:00:00,0.810489911,8.65991334,2.192320386,0.815066669,81363.66289
856,68,F,East Dustin,High,Land,Master,Single,1,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,9,TRUE,TRUE,0.478778903,8,0,286,44.51829434,12584,2023-02-12,2022-11-23,2.46823544,4.428085439,3.706581174,10,-91,2021-03-17,1,0.648529014,2.980268811,Neutral,Investment Analytics,Customer Service,Medium,91.65185076,571.8552652,241950,0.279635664,2023-05-28,Credit,2023-02-12 00:00:00,0.446935946,3.845216948,7.387318932,0.725516633,84696.80961
857,46,M,Mariafurt,High,"Designer, jewellery",High School,Divorced,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,5,FALSE,FALSE,0.870073914,14,8,818,218.2646659,178324,2023-07-22,2021-03-29,4.106948174,1.015828559,2.637179192,8,61,2023-01-05,6,0.754528578,1.939944391,Negative,Budgeting Tools,Transaction Delays,Low,18.1875446,804.972717,450121,24.6337072,2023-09-30,Credit,2023-07-22 00:00:00,0.64187168,0.197365954,6.266085179,0.60365661,26629.73045
858,57,M,Thomasview,Medium,Chartered legal executive (England and Wales),Bachelor,Married,1,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,40,6,TRUE,FALSE,0.196149528,16,9,484,405.6099214,196020,2022-10-22,2023-04-11,4.698746591,3.628125972,1.112004661,6,24,2023-09-11,3,0.651867435,2.917935191,Neutral,International Transfers,Customer Service,Medium,97.05622628,295.4986365,787838,1.619079353,2023-07-22,Credit,2022-10-22 00:00:00,0.202210368,9.829765116,7.797581237,0.085185921,7554.278355
859,58,M,Brooksland,Low,"Nurse, learning disability",Bachelor,Married,1,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,53,4,FALSE,FALSE,0.958009321,7,1,579,131.839351,75849,2022-01-22,2021-08-31,3.641932411,3.845390042,4.654098881,5,-16,2022-03-23,18,0.717829818,4.157608764,Neutral,Mobile Deposit,Transaction Delays,High,36.51444126,714.4765078,413321,23.27735067,2022-05-04,Transfer,2022-01-22 00:00:00,0.024967746,2.97925039,14.90203641,0.004183208,71567.47396
860,28,M,South Zacharyview,Premium,Medical secretary,PhD,Widowed,7,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,0,2,FALSE,FALSE,0.740601749,8,4,688,824.0633291,566912,2022-05-05,2022-03-10,4.869384482,2.37385234,1.907362818,2,-60,2023-04-17,10,0.615718764,2.514299422,Negative,International Transfers,Customer Service,Low,43.52981089,702.690607,316360,29.69778142,2023-02-17,Credit,2022-05-05 00:00:00,0.145447194,8.49706839,10.26945639,0.989450786,88113.04405
861,40,M,Shawnfort,Medium,"Administrator, local government",PhD,Married,4,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,24,5,TRUE,TRUE,0.762422483,4,8,616,210.8526289,129360,2023-02-24,2023-12-08,2.097426708,2.893724443,3.89894823,5,-88,2021-04-30,11,0.541319437,3.892581683,Positive,Investment Analytics,Fees,High,23.18905674,990.0617549,815418,22.39398732,2023-03-19,Credit,2023-02-24 00:00:00,0.222183482,6.49059787,1.733596581,0.890057302,99182.07379
862,18,F,Brandiland,Low,Legal executive,PhD,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,5,FALSE,TRUE,0.665476181,5,5,808,417.2247792,336936,2022-04-24,2023-07-28,1.545391886,1.531421636,4.261644681,7,-5,2021-06-12,16,0.811469078,4.066011175,Neutral,International Transfers,,Low,32.63750616,318.1313409,172671,16.02678426,2023-11-21,Credit,2022-04-24 00:00:00,0.734166768,0.738995015,1.902416217,0.38651429,15276.19191
863,63,M,Reidstad,High,"Solicitor, Scotland",Master,Married,6,Referral,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,14,1,TRUE,TRUE,0.447474408,10,8,740,803.6628308,594220,2023-04-22,2021-11-02,2.311606795,1.320045926,3.347082023,2,53,2022-07-21,10,0.937878411,3.152493036,Negative,Budgeting Tools,Customer Service,High,13.2230435,522.3703346,446735,3.945793258,2023-09-08,Debit,2023-04-22 00:00:00,0.514616555,0.424811914,6.104094783,0.894190028,95879.96444
864,38,F,Port Amandaborough,Premium,Product/process development scientist,High School,Married,5,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,74,5,FALSE,TRUE,0.460956424,6,1,272,125.5584702,34000,2021-03-31,2022-04-23,3.712438196,4.242063014,3.627100307,2,45,2022-10-06,8,0.780586322,2.096053305,Neutral,,App Issues,Low,59.64851993,504.5750257,157100,1.725507132,2023-06-25,Transfer,2021-03-31 00:00:00,0.384922404,7.565199118,4.039673452,0.185060716,12770.3564
865,53,Other,Summersfort,Low,Civil Service fast streamer,Bachelor,Married,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,1,TRUE,FALSE,0.83910812,19,9,160,623.4240596,99680,2022-10-14,2021-05-28,2.561987104,4.288717832,1.275039932,6,-62,2021-05-12,17,0.732346445,4.190169417,Neutral,Investment Analytics,Fees,Medium,97.18943783,879.6218733,592679,12.10104636,2023-10-02,Debit,2022-10-14 00:00:00,0.755555844,6.895153117,9.710987578,0.853270708,99874.20423
866,71,M,Marcusport,High,Geochemist,Bachelor,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,44,3,FALSE,FALSE,0.139139343,14,0,868,941.1079669,816788,2023-08-27,2021-03-17,3.636515136,1.920969483,3.241680506,6,84,2023-06-22,19,0.513654051,2.513601941,Neutral,International Transfers,App Issues,Low,89.84584336,272.0194033,402581,12.35340587,2023-09-29,Debit,2023-08-27 00:00:00,0.069958721,1.12119509,19.28115034,0.811840762,24580.99363
867,74,F,Amyberg,Premium,Ophthalmologist,Master,Married,4,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,44,9,TRUE,FALSE,0.522067451,12,1,702,459.7449115,322218,2023-02-20,2021-10-17,3.807822405,4.267394643,2.186232486,1,-11,2022-01-04,17,0.74572124,3.359403723,Positive,Mobile Deposit,Customer Service,High,48.18638878,390.6059333,125667,7.044167491,2023-04-06,Credit,2023-02-20 00:00:00,0.130973622,8.166239391,13.71427069,0.944922909,54601.65262
868,18,Other,Kramerton,Premium,"Teacher, early years/pre",Bachelor,Widowed,5,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,50,4,TRUE,FALSE,0.309947059,14,1,230,247.7284553,56810,2023-03-02,2023-09-29,3.455857234,2.456400789,3.271494616,3,51,2022-06-13,7,0.868132838,2.970732047,Neutral,Budgeting Tools,,Medium,44.0495752,949.5498908,560886,12.0086766,2023-04-02,Credit,2023-03-02 00:00:00,0.869393945,6.562309589,18.00392234,0.918059079,5908.794246
869,80,Other,North Conniemouth,Premium,Dealer,Bachelor,Single,5,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,41,9,TRUE,FALSE,0.984316409,13,4,726,943.7688768,684618,2021-11-08,2021-02-09,4.115400688,2.15586946,3.416762281,2,58,2022-07-20,10,0.579058944,3.504158465,Neutral,Budgeting Tools,Customer Service,Medium,56.1221005,122.6012916,553244,8.684426486,2022-01-19,Debit,2021-11-08 00:00:00,0.362327041,5.153579111,10.69914387,0.935408335,48356.50164
870,71,Other,North Sarahburgh,Medium,"Buyer, industrial",High School,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,6,FALSE,FALSE,0.003692987,5,0,614,63.64288958,38682,2023-10-12,2023-08-24,1.932564875,4.168705818,1.293236514,6,74,2022-06-16,18,0.88222044,4.408315774,Positive,Mobile Deposit,,Low,59.26916191,202.2622294,458153,1.684585586,2023-12-06,Transfer,2023-10-12 00:00:00,0.269112576,8.739576186,12.90621162,0.319720418,24917.36509
871,72,F,Bryantchester,Medium,"Scientist, research (medical)",PhD,Single,7,Online,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,19,1,TRUE,TRUE,0.06367434,3,1,498,318.4816197,158364,2021-03-17,2021-04-04,1.438796173,3.826696999,2.748615924,1,-46,2023-10-11,8,0.741886413,2.41819402,Neutral,Investment Analytics,Fees,High,73.11556968,446.0062267,940027,13.44597646,2022-08-04,Debit,2021-03-17 00:00:00,0.327792961,2.792320719,5.402722655,0.486231191,55357.31016
872,57,M,Lake Regina,Low,Ecologist,PhD,Divorced,6,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,86,3,FALSE,FALSE,0.967387867,17,4,972,819.162017,796068,2021-09-16,2022-05-13,1.193024104,3.540518151,4.388011739,4,43,2021-09-18,16,0.881437012,4.664990419,Neutral,Mobile Deposit,Transaction Delays,Medium,3.987212282,443.9447186,470140,14.52192985,2023-05-23,Transfer,2021-09-16 00:00:00,0.15241398,7.134888191,2.910604897,0.321448314,91693.87746
873,32,M,Erikview,Low,"Buyer, industrial",Master,Single,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,78,3,TRUE,TRUE,0.543791747,17,4,552,162.3970903,89424,2023-10-26,2021-09-25,4.904390307,4.182078371,1.484020708,4,0,2022-04-11,16,0.57435047,1.434997697,Negative,Investment Analytics,Customer Service,High,19.83583673,533.8080394,359273,21.02197334,2023-11-22,Credit,2023-10-26 00:00:00,0.408341002,9.262030859,1.769751516,0.490908402,85632.06864
874,38,F,Lake Michaelland,Medium,"Teacher, English as a foreign language",PhD,Divorced,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,4,TRUE,FALSE,0.138535114,3,6,206,93.24299791,19158,2022-11-11,2021-01-30,3.871283021,4.452650234,3.996760039,1,56,2021-12-24,16,0.600874587,2.043694939,Neutral,Budgeting Tools,Customer Service,Low,5.336461071,415.4519962,282210,16.51615496,2022-11-30,Credit,2022-11-11 00:00:00,0.840469473,6.833810531,7.670303399,0.914884923,42010.60713
875,64,M,Elizabethburgh,Medium,Corporate treasurer,PhD,Widowed,4,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,38,4,FALSE,TRUE,0.448640291,0,3,199,463.4266649,92137,2021-07-25,2021-12-19,1.953756349,4.794511478,3.207679275,8,-89,2021-10-28,16,0.723095349,4.678272899,Negative,Investment Analytics,,Medium,74.40411441,538.6082562,223280,27.1027797,2021-10-08,Debit,2021-07-25 00:00:00,0.654172664,4.382715592,4.976874292,0.75945163,69818.11684
876,70,F,South Conniebury,Low,Land,Master,Single,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,8,TRUE,FALSE,0.322657543,2,5,322,338.4537107,108836,2023-06-21,2021-04-13,2.907727411,3.494078943,3.456888881,7,32,2021-04-12,11,0.738348435,1.256252712,Neutral,International Transfers,Transaction Delays,High,42.11006194,806.3474932,225679,10.53303499,2023-08-24,Transfer,2023-06-21 00:00:00,0.620299083,9.097911914,2.724400535,0.197164344,38835.07
877,26,M,Riosville,Medium,Tax inspector,Master,Divorced,4,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,28,3,FALSE,TRUE,0.911208149,4,5,360,799.1877001,287640,2021-07-24,2022-09-22,1.248951534,1.363777352,1.087168979,9,82,2022-04-22,1,0.997081422,2.850116661,Negative,Budgeting Tools,App Issues,Medium,2.392574898,457.1022458,619935,6.657827485,2023-02-01,Transfer,2021-07-24 00:00:00,0.049023197,5.335777027,18.38678896,0.74424603,2804.649058
878,69,Other,East Thomasberg,Low,Occupational therapist,PhD,Single,3,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,19,4,TRUE,TRUE,0.687579313,19,8,395,343.7732225,135485,2023-12-14,2021-07-19,3.658893877,2.415328185,4.455227725,10,7,2021-08-23,2,0.99307714,2.039442355,Negative,Budgeting Tools,Customer Service,Low,85.16198288,69.74359734,122839,2.04284059,2023-12-16,Transfer,2023-12-14 00:00:00,0.904865075,4.662950323,2.682614693,0.592713939,790.8275375
879,74,M,New Erin,High,"Programmer, multimedia",High School,Widowed,2,Marketing,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,41,3,FALSE,TRUE,0.130518857,5,2,497,673.1268479,334481,2023-07-25,2023-07-24,4.868429999,1.526610459,4.610694651,3,-27,2021-03-20,10,0.728453305,4.153713159,Positive,Budgeting Tools,Transaction Delays,High,22.05026229,980.5194511,288521,11.6045189,2023-08-20,Transfer,2023-07-25 00:00:00,0.883602349,8.025215927,1.000795623,0.269872871,67609.51843
880,43,F,North Heatherville,Medium,"Therapist, music",Master,Single,6,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,78,7,FALSE,TRUE,0.536445618,3,8,458,564.5923986,258312,2021-02-01,2021-12-16,3.823304386,1.486293065,3.494225375,7,78,2022-01-13,19,0.619900814,1.348744035,Positive,Mobile Deposit,Fees,Medium,17.95433937,945.6228542,801032,1.548619722,2023-05-02,Transfer,2021-02-01 00:00:00,0.86457864,2.919042191,1.651974252,0.830038196,55303.31178
881,58,F,Bensonfort,Medium,Archaeologist,Bachelor,Divorced,5,Branch,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,95,6,TRUE,FALSE,0.134460172,4,8,487,601.023075,292687,2021-10-23,2021-05-11,3.490298251,4.956496751,4.95241365,4,55,2023-11-04,3,0.84631843,1.507365245,Neutral,International Transfers,,High,26.24615984,272.8524098,974267,14.4800742,2021-11-02,Debit,2021-10-23 00:00:00,0.48797819,6.73338931,0.103718089,0.90162073,98971.83415
882,52,Other,East Patrickville,Medium,"Surveyor, hydrographic",Master,Married,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,1,TRUE,TRUE,0.665230637,11,1,902,516.0302236,465432,2023-04-20,2021-08-06,4.688790376,1.739430166,2.20794465,3,28,2023-06-21,2,0.59679917,1.630237051,Positive,Investment Analytics,,Low,54.8476338,151.7124296,379706,26.82889592,2023-09-11,Debit,2023-04-20 00:00:00,0.234192382,8.015898645,4.361060229,0.419819437,59970.88546
883,80,F,West Michaelport,Low,Therapeutic radiographer,Bachelor,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,1,FALSE,FALSE,0.727227285,6,1,137,144.106145,19728,2021-11-13,2021-08-22,3.049566295,3.951615156,1.835215827,3,73,2022-10-12,7,0.638147624,2.262505733,Negative,International Transfers,App Issues,Low,51.73442771,324.5628204,335263,16.11192382,2023-06-28,Debit,2021-11-13 00:00:00,0.39536944,3.883421107,4.859202617,0.010354349,93008.86764
884,42,M,South Kiara,Premium,Social researcher,Master,Married,5,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,11,6,TRUE,FALSE,0.562160072,12,6,915,71.41353392,64965,2021-06-03,2023-10-16,3.980519501,4.127231905,1.587353667,4,-59,2021-03-27,19,0.769449287,4.430063866,Neutral,Budgeting Tools,Transaction Delays,Medium,61.7293015,722.9083214,900311,19.67536089,2023-04-04,Transfer,2021-06-03 00:00:00,0.384531657,5.769275227,13.21726722,0.044390935,48516.44504
885,55,M,Lake Victoria,Medium,"Geologist, wellsite",Master,Widowed,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,88,3,FALSE,FALSE,0.96595581,7,7,153,548.4594424,83844,2023-08-20,2022-03-28,4.731166258,2.965578397,1.722790809,2,-11,2022-04-12,3,0.972744353,4.501257542,Negative,Budgeting Tools,Transaction Delays,Medium,81.82658179,901.7742721,376718,26.39542586,2023-09-10,Transfer,2023-08-20 00:00:00,0.739466157,3.696546158,2.500573038,0.802395508,91991.58175
886,19,Other,North Alyssa,Medium,Farm manager,PhD,Married,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,52,9,FALSE,TRUE,0.944334451,12,2,645,652.9295703,420540,2022-06-27,2021-05-10,3.587517886,1.018448805,1.137102198,7,-16,2021-05-05,3,0.514497023,1.805964539,Positive,,App Issues,Medium,15.0968616,42.30146651,860255,4.032533192,2022-07-22,Credit,2022-06-27 00:00:00,0.679611432,5.90527033,4.13427647,0.031587436,89566.40341
887,24,F,New Debramouth,Low,Planning and development surveyor,PhD,Widowed,1,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,97,2,TRUE,FALSE,0.20591562,11,6,517,728.0752262,376376,2022-11-25,2022-02-20,3.104144171,3.910843942,3.813721172,1,84,2022-06-15,10,0.837205354,3.078438696,Positive,International Transfers,,Medium,52.48247252,945.8779431,943108,16.53466714,2022-12-19,Transfer,2022-11-25 00:00:00,0.843756773,7.526394375,18.09863356,0.288533735,25038.59016
888,51,Other,Jenniferberg,Medium,Youth worker,PhD,Married,1,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,7,3,FALSE,FALSE,0.000329386,9,6,310,724.9192661,224440,2023-03-26,2023-05-23,3.321772938,4.808273861,4.092726314,6,-52,2022-06-12,18,0.932602064,3.660572871,Negative,Budgeting Tools,Transaction Delays,Low,93.11915225,40.39937607,8711,10.81338074,2023-09-01,Transfer,2023-03-26 00:00:00,0.435118235,4.874447477,0.685143084,0.681003201,21415.49058
889,34,M,Jensenmouth,Low,Transport planner,High School,Widowed,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,9,FALSE,FALSE,0.662748818,9,6,451,742.9086543,334642,2021-06-14,2022-11-22,4.077798858,4.078963268,1.04696281,6,-19,2021-02-03,19,0.866860477,2.649353042,Positive,International Transfers,Fees,Low,15.61201649,911.0416419,226653,17.57135588,2023-04-16,Debit,2021-06-14 00:00:00,0.915006538,9.587344356,0.938080472,0.410923757,9181.786973
890,60,Other,North Peggy,Medium,Special educational needs teacher,PhD,Widowed,6,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,23,6,FALSE,FALSE,0.475641557,7,1,452,30.11879471,13560,2022-11-04,2023-04-04,1.207519468,3.114315285,1.934796517,3,-8,2022-12-25,4,0.740975219,4.796875006,Positive,Mobile Deposit,App Issues,High,77.90950705,553.6325899,786749,3.887798819,2023-01-25,Debit,2022-11-04 00:00:00,0.746076118,3.483827907,8.172493223,0.431615403,21750.23534
891,76,F,Port David,Medium,Homeopath,PhD,Single,4,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,60,1,TRUE,FALSE,0.334658524,13,7,268,231.2629161,61908,2023-12-29,2022-10-27,2.312481099,3.350120882,1.872523859,2,-72,2021-04-02,17,0.928699668,3.190943664,Negative,Mobile Deposit,App Issues,High,89.52965497,182.431951,737309,10.78260211,2023-12-29,Credit,2023-12-29 00:00:00,0.825102134,5.525539989,17.30280734,0.669992371,91719.72494
892,68,Other,Bellchester,High,Sports coach,Master,Married,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,0,2,TRUE,FALSE,0.916889756,3,9,218,732.2953175,159576,2023-02-18,2021-09-05,1.205848111,1.633721795,3.535893847,9,81,2022-04-26,17,0.891153275,2.740008952,Positive,Investment Analytics,Transaction Delays,Medium,5.703100629,837.1236589,55422,21.15734324,2023-05-06,Transfer,2023-02-18 00:00:00,0.23855886,3.983529454,19.67445047,0.136171313,83463.24757
893,71,F,Kyliebury,High,"Administrator, sports",Master,Single,4,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,88,7,TRUE,FALSE,0.978507767,19,7,902,132.3459598,119064,2022-10-11,2021-10-09,4.144893325,4.533926352,4.151427267,2,62,2022-12-18,9,0.866854307,3.499817314,Neutral,Investment Analytics,Transaction Delays,Low,36.13687422,693.0050969,663621,17.16347057,2023-07-09,Transfer,2022-10-11 00:00:00,0.959314576,5.868113213,3.006518631,0.71813584,78739.94272
894,41,F,Deannabury,Low,"Designer, interior/spatial",High School,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,97,6,TRUE,FALSE,0.930577269,1,4,757,194.7149663,146858,2023-09-27,2022-10-21,4.659421491,3.38803242,3.874156823,1,68,2021-08-12,19,0.553062694,4.285961603,Positive,Budgeting Tools,,High,6.157369298,966.8722933,315549,22.29327456,2023-12-07,Debit,2023-09-27 00:00:00,0.762080041,5.02604783,12.25120215,0.211632874,59459.34622
895,42,M,Kimberlytown,Low,Computer games developer,Bachelor,Married,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,77,1,FALSE,TRUE,0.500195258,8,6,202,663.0061406,133926,2021-03-15,2022-03-13,2.598004399,1.992664994,4.048088277,3,-81,2021-06-08,3,0.852344158,2.039651394,Neutral,Investment Analytics,,Low,91.70154814,337.281812,206152,13.4242863,2023-07-13,Debit,2021-03-15 00:00:00,0.303830711,4.035483944,0.095556352,0.360814098,35184.89505
896,69,M,Jamiehaven,Medium,Applications developer,Master,Married,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,99,2,TRUE,TRUE,0.703356663,5,6,859,810.0962534,695790,2021-05-21,2021-04-04,2.008311784,1.401749243,3.850640007,4,-92,2023-11-05,9,0.577795222,4.685985118,Positive,Budgeting Tools,Transaction Delays,Medium,34.24116292,169.3513249,82043,5.07856263,2023-11-09,Debit,2021-05-21 00:00:00,0.38029318,2.882118055,19.03937011,0.660379294,60681.97647
897,50,M,Lake Peter,Low,Lawyer,Master,Married,3,Branch,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,69,6,TRUE,TRUE,0.171573613,18,9,360,170.8567705,61200,2022-04-26,2021-12-22,1.162335301,2.0706252,4.041812177,7,16,2023-06-28,14,0.949025215,2.273161871,Positive,Budgeting Tools,Fees,Medium,9.169763373,982.8190007,665213,6.897688016,2023-06-27,Debit,2022-04-26 00:00:00,0.605944312,6.831542853,11.99458156,0.337361869,86396.17857
898,66,F,Port Rachaelbury,Low,Analytical chemist,Bachelor,Married,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,6,TRUE,TRUE,0.950856592,2,3,599,555.3192582,332445,2022-08-12,2022-11-19,1.027342711,4.064712976,3.247532893,10,-45,2021-08-20,6,0.824067799,3.536758256,Negative,,App Issues,Medium,9.42008107,863.9362599,109673,23.06439845,2023-10-22,Transfer,2022-08-12 00:00:00,0.100649378,3.670104218,4.826684265,0.179639291,39206.90425
899,46,Other,Cruzbury,High,Trade union research officer,High School,Single,7,Branch,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,8,6,TRUE,FALSE,0.283676689,12,4,113,189.5308577,21357,2022-04-11,2021-05-10,3.181148348,4.820800461,3.183950411,4,-31,2023-11-13,1,0.93892428,3.871160078,Positive,,,High,68.44951668,769.3150342,186973,10.54712241,2023-06-12,Credit,2022-04-11 00:00:00,0.784817409,6.475183948,9.831854145,0.265617942,28455.06081
900,80,F,Littleland,Low,Event organiser,Master,Single,5,Marketing,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,0,9,TRUE,TRUE,0.192739342,10,5,294,216.5046943,63504,2021-07-05,2021-09-05,2.333687684,1.933687127,4.289191671,7,-7,2021-06-08,11,0.585520103,4.6099728,Neutral,,Fees,Medium,99.45552771,437.686428,495423,12.22546563,2021-11-03,Debit,2021-07-05 00:00:00,0.462093531,5.034860947,12.60200216,0.137097221,74647.03625
901,39,M,West Sarahberg,High,Special effects artist,PhD,Widowed,2,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,72,2,FALSE,TRUE,0.060158566,13,5,926,487.1552998,450962,2023-06-08,2022-07-15,4.85641903,2.238780472,3.448794669,9,49,2022-05-01,15,0.789302145,3.507155855,Positive,,,High,60.12672053,620.0537478,811418,24.96568303,2023-09-19,Credit,2023-06-08 00:00:00,0.761104977,0.729902598,0.21022501,0.616154903,23575.80391
902,43,M,Valenciashire,Low,Police officer,High School,Single,1,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,23,9,TRUE,FALSE,0.55037132,16,9,165,677.1349406,111705,2021-07-21,2021-10-17,4.269807106,4.221948607,1.583582477,9,-97,2022-02-22,14,0.507003578,4.759300477,Neutral,Mobile Deposit,,High,1.325162922,272.9282862,707425,6.562639526,2023-01-29,Credit,2021-07-21 00:00:00,0.305493552,3.464760846,1.439137896,0.466107258,80054.59841
903,45,Other,Diazburgh,Premium,"Therapist, sports",Bachelor,Widowed,3,Branch,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,59,9,TRUE,FALSE,0.948463791,17,8,508,578.4464138,293624,2021-07-25,2023-05-01,2.803629813,3.914365571,4.463567283,9,-96,2022-10-30,11,0.546419393,3.851799838,Neutral,International Transfers,Transaction Delays,Medium,30.32803515,50.5474038,184169,24.42614945,2021-08-27,Credit,2021-07-25 00:00:00,0.867347264,8.135615311,19.4000291,0.312492521,46071.25224
904,66,M,Bestland,High,Fitness centre manager,Bachelor,Divorced,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,9,TRUE,TRUE,0.135588251,4,2,746,101.4987369,75346,2023-06-28,2021-12-11,1.794506416,1.494159918,2.927122719,4,-95,2023-01-31,9,0.673677753,4.171556268,Positive,Mobile Deposit,,Medium,10.08671692,396.325668,158427,3.558884826,2023-07-16,Credit,2023-06-28 00:00:00,0.65034443,7.645336053,15.58239882,0.00663578,39332.49075
905,66,M,New Carlosview,High,"Runner, broadcasting/film/video",PhD,Single,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,47,9,TRUE,TRUE,0.120830302,2,4,153,292.7054253,44676,2021-12-07,2023-01-28,2.531126513,4.642094143,2.008380153,6,79,2023-05-02,17,0.641498488,4.114188875,Positive,Budgeting Tools,App Issues,Low,26.25367638,892.1631185,805003,4.373818544,2023-09-03,Transfer,2021-12-07 00:00:00,0.444963674,9.118977535,10.58110355,0.2693054,87804.12991
906,37,M,North Sandra,Low,"Horticulturist, amenity",PhD,Widowed,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,38,3,FALSE,TRUE,0.272597632,6,0,428,938.7837302,401464,2022-09-06,2021-12-04,1.286523791,1.936198277,2.502253561,1,60,2021-05-27,5,0.900291923,3.406819306,Negative,International Transfers,Customer Service,High,74.53815058,504.8154944,690148,10.66554479,2023-07-11,Transfer,2022-09-06 00:00:00,0.422172187,0.68742401,4.555955204,0.474869353,16402.79307
907,80,Other,Hunterhaven,High,"Conservator, furniture",PhD,Married,2,Referral,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,17,9,TRUE,TRUE,0.665393893,5,0,60,631.3662139,37860,2021-03-01,2023-06-18,3.490878853,4.072063969,3.279289157,5,97,2023-05-24,13,0.77187689,4.566436468,Neutral,,Transaction Delays,High,40.54126608,11.13612748,925730,24.60182065,2021-05-21,Debit,2021-03-01 00:00:00,0.159212006,7.673224264,1.635885345,0.753464955,66533.34669
908,78,F,Hendersonfurt,High,Hydrogeologist,High School,Divorced,6,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,91,9,FALSE,TRUE,0.547813506,2,9,910,661.5419342,601510,2021-04-05,2022-05-14,4.460474124,3.60462274,2.575136855,3,-98,2022-08-03,4,0.952425785,2.344971325,Neutral,,Fees,Medium,25.32540736,101.3297587,322828,21.73340534,2021-12-13,Debit,2021-04-05 00:00:00,0.121584394,4.939995158,15.75780354,0.155584195,19528.79599
909,66,M,Lake Amandaberg,High,Trading standards officer,Bachelor,Widowed,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,51,3,TRUE,FALSE,0.09620696,19,4,67,219.0339517,14673,2022-10-27,2021-03-25,2.741653525,2.872841722,3.369289027,6,82,2021-10-21,11,0.976204197,1.847585869,Neutral,,,Medium,39.53525344,753.5379161,673469,22.92304011,2023-03-25,Credit,2022-10-27 00:00:00,0.006623054,4.248509298,17.72344669,0.506640201,74105.98422
910,18,Other,Christopherland,Medium,Leisure centre manager,PhD,Divorced,7,Online,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,1,4,FALSE,TRUE,0.442300241,12,0,628,958.6519728,601624,2021-04-25,2021-10-01,2.921427693,1.349611364,3.243926277,6,40,2021-02-20,14,0.935506178,1.671201137,Negative,International Transfers,Fees,Low,37.11052761,726.5491223,875671,5.646626809,2021-09-19,Credit,2021-04-25 00:00:00,0.488052568,3.840201595,5.087982886,0.258978087,3704.053851
911,30,M,Port Eric,High,Travel agency manager,PhD,Married,7,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,35,4,TRUE,TRUE,0.066932286,10,6,580,214.4456439,124120,2022-08-24,2021-07-24,4.751397058,4.57026887,3.207703626,6,-70,2022-10-31,8,0.642251364,3.108774448,Neutral,Budgeting Tools,Transaction Delays,Medium,23.67011517,477.7107367,531921,29.30709288,2022-10-25,Credit,2022-08-24 00:00:00,0.958663408,4.831444525,3.227583314,0.356351903,91928.60399
912,68,Other,Peterland,Low,Science writer,Bachelor,Married,3,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,4,FALSE,TRUE,0.851903479,1,9,676,258.6502009,174408,2023-01-05,2023-02-10,2.238332699,3.121483378,3.262511896,9,-25,2023-01-08,12,0.80574912,4.696574612,Neutral,Budgeting Tools,App Issues,Low,12.25201815,955.4966054,801178,2.862252073,2023-04-17,Transfer,2023-01-05 00:00:00,0.052124704,7.816021327,19.26716722,0.963362283,42858.27463
913,73,M,Hollybury,Medium,Surgeon,Master,Widowed,5,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,87,7,FALSE,FALSE,0.107111779,7,7,281,514.9956427,144434,2023-02-07,2021-11-20,1.406753201,1.452919283,2.276711348,6,50,2022-11-18,1,0.880899807,3.303064486,Neutral,International Transfers,Customer Service,Low,81.35047167,630.6768295,814405,3.215301668,2023-06-19,Credit,2023-02-07 00:00:00,0.995228284,9.198229619,8.878542313,0.588084501,24336.43277
914,79,Other,East Christopherchester,High,Brewing technologist,High School,Widowed,4,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,34,5,TRUE,TRUE,0.471298312,11,9,8,501.0128479,4008,2023-06-02,2021-02-02,1.275885243,2.907273125,4.447778293,1,85,2023-04-16,16,0.765625676,4.505668228,Neutral,Investment Analytics,,Low,66.81939796,492.5699091,161724,10.78491662,2023-10-08,Credit,2023-06-02 00:00:00,0.951903771,8.976573185,15.32421566,0.086288719,66034.47123
915,49,M,South Cherylton,Medium,Chartered accountant,Master,Married,7,Online,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,69,7,FALSE,TRUE,0.510463582,11,1,281,42.30155723,11802,2021-10-26,2023-09-25,4.072854341,1.415244865,3.12914154,6,-93,2023-02-07,5,0.666818327,1.572588191,Negative,,Fees,High,27.82849764,972.9599186,48333,15.8937672,2023-11-25,Transfer,2021-10-26 00:00:00,0.969099824,2.055730795,8.659288519,0.483134937,27765.06472
916,47,F,Elizabethburgh,Low,Herpetologist,PhD,Widowed,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,6,FALSE,TRUE,0.530126272,14,2,420,746.341336,313320,2022-05-16,2021-06-15,1.873375742,2.494685012,1.183018638,2,-35,2023-08-22,18,0.591198957,3.886295141,Neutral,Mobile Deposit,Transaction Delays,High,7.535083377,83.79905392,697181,22.57592405,2023-04-18,Debit,2022-05-16 00:00:00,0.452806848,6.975382007,5.342018376,0.825485263,70671.26482
917,46,M,North Jeantown,Medium,"Loss adjuster, chartered",High School,Married,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,93,7,TRUE,TRUE,0.609154915,7,9,542,105.4895226,56910,2023-12-24,2021-01-14,4.995795269,1.473156346,2.178101962,5,-94,2022-08-26,8,0.981756936,4.933658493,Neutral,Budgeting Tools,Customer Service,Medium,71.33275723,553.1046396,633924,19.8329593,2023-12-28,Credit,2023-12-24 00:00:00,0.473193106,9.746937147,9.596767865,0.628901227,65116.04488
918,66,Other,South Stephanie,High,Production engineer,Master,Single,3,Referral,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,71,8,FALSE,FALSE,0.701582421,11,7,627,63.49497583,39501,2023-04-24,2021-01-15,4.85258165,2.048655657,3.868298295,3,-50,2021-03-05,5,0.60311196,3.182448614,Positive,Mobile Deposit,App Issues,Medium,21.7920642,840.3905407,742917,26.62236712,2023-09-12,Transfer,2023-04-24 00:00:00,0.72992996,6.073776314,8.9866938,0.069996151,80869.83066
919,62,M,Garyberg,Low,Sports administrator,Bachelor,Widowed,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,6,TRUE,TRUE,0.004358007,9,0,335,512.0901633,171520,2022-01-04,2022-01-03,4.415109156,4.245513197,3.662327002,10,-79,2021-11-25,10,0.905794744,4.183185924,Positive,Budgeting Tools,Customer Service,Low,65.35049624,887.6826303,859392,17.97125535,2022-09-28,Transfer,2022-01-04 00:00:00,0.394449288,3.548588424,10.44290603,0.707673845,76147.37511
920,47,F,Jessicaville,Medium,"Runner, broadcasting/film/video",PhD,Divorced,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,9,FALSE,TRUE,0.030914367,2,8,188,57.76535306,10716,2021-12-15,2021-07-02,3.015551834,1.930415816,1.778695914,2,95,2023-01-25,12,0.566585682,3.104424339,Negative,Mobile Deposit,Transaction Delays,Medium,43.57158251,288.7960876,400344,2.182849178,2022-05-23,Credit,2021-12-15 00:00:00,0.040663444,7.963970211,17.98718744,0.146577532,12673.85114
921,33,M,West Lindsayview,Low,"Programmer, systems",High School,Married,2,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,79,4,TRUE,TRUE,0.611551396,5,4,813,208.6680617,169104,2021-12-25,2022-08-05,3.031017838,3.551887619,4.992928167,2,-56,2021-04-02,16,0.994084839,4.468788477,Neutral,Budgeting Tools,App Issues,Low,31.4168663,862.6587687,650336,14.07910071,2022-02-24,Debit,2021-12-25 00:00:00,0.4935551,8.570866351,2.136021299,0.979733444,51468.54539
922,57,Other,West Jennifershire,High,Animal technologist,High School,Single,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,5,FALSE,TRUE,0.182142044,14,9,741,397.0388155,294177,2021-06-11,2023-05-03,4.728609469,1.921325854,3.503675973,6,24,2022-08-19,5,0.66871824,3.35939299,Neutral,International Transfers,Fees,High,24.02628117,159.1530926,3159,23.14925921,2022-01-11,Debit,2021-06-11 00:00:00,0.643466862,0.59431453,10.3881072,0.63104037,48067.02323
923,36,Other,South Spencerstad,Low,Prison officer,High School,Widowed,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,9,FALSE,FALSE,0.831845114,13,0,559,607.0856477,339313,2023-02-23,2023-09-02,2.189302688,3.4646743,2.308464697,1,65,2021-11-04,15,0.889283746,1.78854126,Negative,International Transfers,Customer Service,High,23.72200608,772.9798981,835932,14.48877027,2023-08-05,Transfer,2023-02-23 00:00:00,0.510918067,3.411558559,1.225144408,0.396918221,77152.12362
924,35,F,South Micheleburgh,High,"Chemist, analytical",High School,Married,1,Online,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,30,9,FALSE,FALSE,0.627511649,2,9,690,784.9190354,540960,2022-05-09,2021-09-17,2.946778267,3.976767958,2.570402826,5,-88,2021-02-22,11,0.576249514,1.930050857,Neutral,International Transfers,Fees,Low,11.10861475,393.8409628,63480,3.823534754,2022-11-27,Debit,2022-05-09 00:00:00,0.361169773,6.025064489,12.14677273,0.83949728,61804.09797
925,18,Other,Ericville,Medium,Marketing executive,PhD,Single,2,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,51,2,FALSE,TRUE,0.980400729,17,7,453,296.6554392,134088,2023-10-17,2022-02-27,2.610364788,1.41316536,4.678498409,4,-70,2021-08-06,16,0.858488928,2.426579827,Positive,International Transfers,Customer Service,Low,94.09869944,662.9140797,168927,20.9932255,2023-10-26,Credit,2023-10-17 00:00:00,0.944614651,8.341607866,11.83852212,0.32451111,75535.62554
926,64,M,East Joycetown,High,Editorial assistant,PhD,Widowed,4,Referral,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,59,2,FALSE,FALSE,0.72800429,16,8,850,476.4708053,404600,2021-10-21,2021-10-21,2.434295644,4.391046106,2.724496983,10,78,2022-03-10,1,0.84517502,4.876138939,Neutral,Budgeting Tools,Transaction Delays,Low,32.73890933,553.2408706,553579,21.87504737,2022-12-30,Credit,2021-10-21 00:00:00,0.967782672,2.65856858,18.60905245,0.285731744,87828.4155
927,83,M,Port Michellebury,Premium,Farm manager,Bachelor,Married,1,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,7,9,TRUE,FALSE,0.090714412,13,8,992,954.5417289,946368,2022-04-21,2022-07-09,4.567353247,4.654658625,1.96438389,1,28,2022-10-04,14,0.689850576,3.503919393,Negative,International Transfers,Customer Service,High,97.07354788,365.1294795,792021,22.84492544,2022-06-22,Credit,2022-04-21 00:00:00,0.194640982,9.108437087,16.89581816,0.212346947,9721.030394
928,55,M,South Michaelberg,Low,Sport and exercise psychologist,Bachelor,Married,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,6,TRUE,TRUE,0.170975943,13,8,42,396.3125607,16632,2023-08-03,2023-12-08,3.897623163,2.489444203,2.374743145,10,37,2023-11-13,2,0.520151543,2.934881472,Positive,,Transaction Delays,High,35.65072871,499.3784459,767455,10.3347045,2023-12-03,Transfer,2023-08-03 00:00:00,0.939133117,3.570591362,4.285940093,0.746730594,86992.60763
929,68,Other,Port Austin,Medium,Operational investment banker,Bachelor,Married,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,34,8,FALSE,TRUE,0.046548897,15,5,178,712.5511574,126736,2022-06-05,2023-07-12,4.777842132,4.510174726,3.120716344,9,-17,2023-11-07,18,0.706023195,2.468844187,Negative,Budgeting Tools,Fees,Medium,99.27160785,699.9515482,789104,20.53850568,2022-09-11,Credit,2022-06-05 00:00:00,0.068952059,2.611601816,8.123675616,0.987941258,22501.97178
930,80,M,Walkerbury,High,Product/process development scientist,Master,Widowed,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,33,8,FALSE,TRUE,0.741175866,18,6,775,278.6498241,215450,2023-07-31,2023-04-24,1.288302797,1.464417031,1.63080235,10,96,2022-12-06,1,0.779866446,4.51665974,Negative,,,High,49.77812987,827.0524345,751436,22.11022837,2023-12-02,Transfer,2023-07-31 00:00:00,0.951756509,0.008013263,3.120921082,0.677224698,24700.94335
931,21,M,Moonmouth,Medium,Newspaper journalist,Bachelor,Single,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,8,FALSE,TRUE,0.126823285,10,6,4,626.9820482,2504,2022-06-07,2022-05-05,4.309044498,2.701723091,1.203912713,4,-73,2022-03-17,11,0.52760125,2.211566521,Negative,Budgeting Tools,App Issues,High,6.054729419,908.8941398,561490,11.60777947,2022-09-17,Credit,2022-06-07 00:00:00,0.909088574,2.80394146,13.89637081,0.224597327,892.9234678
932,18,M,Margaretshire,Medium,Purchasing manager,PhD,Married,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,5,FALSE,TRUE,0.663767494,4,3,310,806.6829197,249860,2021-01-20,2021-12-24,2.312167604,1.644472224,2.614615331,2,62,2023-02-15,19,0.634546632,2.887921814,Negative,Mobile Deposit,App Issues,High,36.37003765,382.5435952,625802,12.49596039,2022-03-16,Credit,2021-01-20 00:00:00,0.860842372,7.291323718,11.72284176,0.802033277,20738.3812
933,25,F,Davidton,High,"Engineer, building services",Master,Single,6,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,51,4,FALSE,TRUE,0.555397744,0,2,617,915.0823711,564555,2023-08-11,2021-03-19,3.363837354,4.844983287,4.585011964,7,87,2021-03-08,12,0.989562935,1.545260718,Positive,Investment Analytics,,Medium,84.15221907,113.7342424,709250,14.77691859,2023-12-28,Credit,2023-08-11 00:00:00,0.510585554,6.244924103,17.34290356,0.860991473,4504.26368
934,46,Other,East Linda,Premium,"Solicitor, Scotland",PhD,Single,6,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,11,3,FALSE,FALSE,0.633297641,19,8,685,938.1452775,642530,2022-08-13,2022-01-04,3.814493193,4.097188337,4.708414488,1,-53,2021-11-04,0,0.959950344,2.520204875,Neutral,International Transfers,,High,19.14654093,586.7763619,218528,18.31994687,2023-02-24,Transfer,2022-08-13 00:00:00,0.395767414,4.394049259,13.64581171,0.544990137,72301.35055
935,72,Other,South Caseymouth,Medium,"Embryologist, clinical",Master,Divorced,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,4,FALSE,FALSE,0.508669898,17,2,799,309.0129118,246891,2021-11-20,2023-10-21,1.566225081,3.480013684,4.329277776,2,77,2023-02-20,16,0.908837637,4.508454947,Neutral,International Transfers,App Issues,High,51.21309258,192.9672604,840997,9.077075132,2022-01-19,Debit,2021-11-20 00:00:00,0.226094843,6.678067548,1.842618312,0.94951279,50052.51247
936,20,Other,Kiaraport,Medium,Agricultural engineer,Bachelor,Single,5,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,18,8,TRUE,TRUE,0.013028711,13,2,80,208.8721388,16640,2021-06-01,2021-06-30,3.993887457,1.284616069,1.681665644,3,18,2021-06-10,7,0.575070968,1.290158045,Negative,Mobile Deposit,Customer Service,Low,85.51426527,841.3303154,953048,4.890875588,2021-08-21,Transfer,2021-06-01 00:00:00,0.027315097,5.21636376,1.497667724,0.961497402,38819.31126
937,49,F,Christophermouth,Medium,Warden/ranger,Bachelor,Single,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,4,FALSE,FALSE,0.253218076,4,3,61,815.8983906,49715,2023-06-24,2022-09-09,2.362801549,1.663170321,1.195123624,4,3,2021-06-08,8,0.702879201,1.161928655,Positive,Mobile Deposit,Fees,Low,88.16754986,825.178166,778739,7.396299528,2023-09-14,Transfer,2023-06-24 00:00:00,0.636932755,4.239328428,1.212227621,0.40054224,18347.13112
938,27,Other,West Jamesshire,Low,Production engineer,Bachelor,Single,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,8,FALSE,FALSE,0.884981837,4,9,173,633.3196867,109509,2022-12-09,2022-12-14,2.114212652,2.402124852,3.111535987,2,99,2022-04-05,1,0.603701942,2.7325831,Positive,Mobile Deposit,Fees,Medium,30.46910763,347.6534334,253566,16.0464935,2023-08-12,Credit,2022-12-09 00:00:00,0.112439475,1.27785556,4.296807037,0.132196068,26859.25379
939,51,F,Jodibury,High,Haematologist,Master,Single,7,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,53,8,TRUE,FALSE,0.929268568,4,9,378,420.326154,158760,2022-09-05,2023-05-08,2.886162338,1.91105397,3.707215997,7,-59,2023-10-29,11,0.607705238,3.673178266,Neutral,,Transaction Delays,Low,1.359525513,39.5138987,954263,22.41290504,2022-10-25,Debit,2022-09-05 00:00:00,0.87113387,3.843611536,19.71656231,0.723430735,90272.57422
940,72,F,Richardsonfort,High,Museum/gallery conservator,PhD,Single,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,14,1,TRUE,TRUE,0.097209788,9,9,387,45.91149764,17415,2023-05-19,2021-01-10,4.131752442,2.244451593,3.623744459,8,-72,2023-05-07,17,0.940173126,1.145587017,Negative,Investment Analytics,Customer Service,Medium,49.32835097,586.2392376,42100,26.21148491,2023-12-23,Transfer,2023-05-19 00:00:00,0.797183314,0.878090141,4.603989702,0.394323461,38780.97334
941,49,Other,Lake Rachel,High,Careers adviser,High School,Widowed,1,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,94,9,TRUE,FALSE,0.952628698,9,2,943,314.6400587,296102,2022-05-28,2022-04-28,2.636116589,4.873659478,2.082252941,6,72,2021-09-06,17,0.706150661,2.894635912,Negative,,Customer Service,High,79.26540353,918.7926479,956064,26.9081157,2022-08-24,Transfer,2022-05-28 00:00:00,0.661258317,6.093030304,7.176015,0.369203434,95744.00344
942,67,M,East Adam,Low,Visual merchandiser,PhD,Divorced,2,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,3,TRUE,FALSE,0.670526052,8,1,433,120.2308084,51960,2023-07-25,2022-01-29,3.180862564,4.206513347,2.352555232,1,-70,2023-12-17,18,0.924490747,1.156420858,Negative,Investment Analytics,Fees,High,22.84950477,77.54493426,937871,17.22248494,2023-11-28,Transfer,2023-07-25 00:00:00,0.655174347,8.72476065,11.121937,0.322243879,43979.20102
943,24,M,Johnsonside,Medium,Bonds trader,Bachelor,Married,3,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,60,6,FALSE,FALSE,0.922557574,13,4,515,497.0416568,255955,2022-09-11,2021-08-29,1.953945483,1.279967573,4.870363138,5,-57,2021-04-16,4,0.683303599,3.662539751,Positive,Mobile Deposit,Fees,Medium,16.43604305,659.8724063,815517,25.93380702,2022-11-09,Transfer,2022-09-11 00:00:00,0.793862052,1.316474249,6.918960146,0.630506781,85784.68314
944,25,Other,Cynthiatown,Medium,"Psychologist, clinical",Master,Divorced,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,3,FALSE,TRUE,0.401163938,0,0,3,829.1253111,2487,2022-02-12,2023-12-22,2.271591047,1.224307921,2.706995972,5,39,2023-08-26,13,0.527078926,3.82840908,Neutral,,App Issues,Low,40.44110628,975.2606485,72815,7.839128601,2022-09-08,Credit,2022-02-12 00:00:00,0.322719618,6.735651618,2.996544399,0.545043276,79450.24788
945,82,Other,Aaronfurt,Medium,"Research officer, trade union",Master,Divorced,6,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,92,9,TRUE,FALSE,0.101745043,5,0,477,319.4688533,152163,2023-02-27,2021-07-15,4.765791116,1.183342712,3.592994783,5,-64,2023-12-11,19,0.56720491,4.599126346,Negative,Mobile Deposit,Fees,Low,29.99952359,776.2905583,375642,13.24617231,2023-05-07,Debit,2023-02-27 00:00:00,0.251991766,2.137986018,14.0219325,0.588949716,89101.45568
946,74,F,Daltonhaven,High,Tree surgeon,Bachelor,Married,6,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,43,1,FALSE,FALSE,0.302453264,6,5,83,364.0185243,30212,2023-09-17,2023-01-12,4.676034329,3.877980373,3.002667648,8,88,2023-12-02,15,0.522471225,4.776656166,Neutral,,Fees,Medium,25.44883066,618.1193508,615547,6.608260292,2023-12-26,Credit,2023-09-17 00:00:00,0.301666636,1.888203879,16.44680207,0.035269297,10182.14588
947,84,Other,South Travis,Low,Ship broker,Master,Single,3,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,90,7,FALSE,TRUE,0.689681517,11,3,772,785.3551133,606020,2021-08-07,2023-11-06,4.550379082,3.054590983,4.419111354,5,-29,2023-06-23,5,0.639407359,4.154447346,Positive,International Transfers,Fees,Low,84.93328301,827.6506556,156931,4.106396925,2023-07-30,Credit,2021-08-07 00:00:00,0.882200367,7.936477707,13.8368391,0.887854179,90833.26084
948,76,F,East Jenniferland,High,"Research officer, government",Bachelor,Married,1,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,83,5,TRUE,TRUE,0.795221499,14,7,59,461.5190102,27199,2022-05-01,2022-03-26,2.553904098,1.591950851,4.350754075,4,-37,2022-10-12,10,0.759261705,3.068106906,Negative,International Transfers,Transaction Delays,Medium,15.00935394,182.4833383,937721,20.04484917,2022-08-09,Debit,2022-05-01 00:00:00,0.112868118,5.554681233,12.27997625,0.413241399,76663.01379
949,71,Other,East Phyllishaven,High,Music tutor,PhD,Single,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,3,FALSE,TRUE,0.050122283,15,0,35,671.5058359,23485,2023-02-21,2023-08-09,1.117387193,4.758597005,3.595681909,8,23,2022-07-06,2,0.610007622,1.845901515,Neutral,,,Low,8.15367136,868.0055461,957612,7.058793867,2023-12-16,Debit,2023-02-21 00:00:00,0.662377532,9.416981113,3.669223539,0.595314452,80996.5149
950,84,M,Haynesstad,Premium,Special educational needs teacher,Master,Married,3,Referral,Premium,FALSE,FALSE,TRUE,FALSE,FALSE,1,28,7,FALSE,TRUE,0.48695167,2,9,309,196.7388376,60564,2023-01-06,2022-03-03,4.676197714,1.803231041,4.726878105,4,10,2022-02-04,4,0.78905339,3.751020318,Negative,Mobile Deposit,Fees,Medium,14.78792885,958.5254654,472067,16.95590722,2023-12-21,Debit,2023-01-06 00:00:00,0.962113874,9.824750115,13.54258991,0.771212523,21407.94113
951,68,M,Villegasland,High,Dealer,High School,Widowed,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,14,1,FALSE,FALSE,0.064366702,15,4,400,258.4320559,103200,2022-08-29,2022-07-21,2.603006318,3.887502401,1.830960752,6,51,2022-08-24,16,0.647160461,4.909826216,Negative,International Transfers,,Low,49.93198658,895.1266336,768309,2.164008627,2023-02-03,Debit,2022-08-29 00:00:00,0.866581161,6.530969274,5.932215366,0.298291873,41773.83784
952,25,Other,New Dennisfurt,High,Youth worker,Master,Divorced,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,6,FALSE,FALSE,0.863613304,7,5,376,638.634346,239888,2022-08-28,2021-04-19,4.214292464,4.99399026,3.146210769,4,13,2022-05-15,17,0.743292253,4.475040934,Positive,Investment Analytics,App Issues,High,93.46108425,108.6409064,164858,4.957315913,2023-12-15,Debit,2022-08-28 00:00:00,0.234745087,4.027482502,14.64986077,0.284307478,44824.37753
953,51,F,New Ashleychester,Medium,"Teacher, special educational needs",Bachelor,Single,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,86,7,TRUE,FALSE,0.476338825,13,4,179,120.8253806,21480,2021-02-14,2022-02-01,3.06270821,4.962161988,1.937872014,1,74,2022-11-05,9,0.656796598,3.359266429,Negative,International Transfers,Customer Service,Medium,15.45180966,126.3343266,735305,9.194621393,2021-03-19,Debit,2021-02-14 00:00:00,0.689130657,2.924505582,19.97752912,0.816281172,32346.95418
954,52,M,East Kelly,Low,Press photographer,High School,Divorced,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,67,9,TRUE,FALSE,0.914821826,2,9,154,183.5165221,28182,2023-03-22,2021-08-19,4.573569379,3.477350009,1.410038165,4,17,2022-05-13,15,0.799395915,4.659079041,Positive,International Transfers,Transaction Delays,High,90.96736331,940.6442082,653788,11.85689776,2023-05-30,Transfer,2023-03-22 00:00:00,0.467144941,1.593820126,7.254468775,0.744760161,82906.57495
955,49,F,Sarafurt,Medium,Risk analyst,Bachelor,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,9,FALSE,FALSE,0.078578813,11,5,678,324.439522,219672,2022-07-17,2021-11-02,1.467737246,1.612406344,4.088166492,7,-67,2023-01-12,12,0.817941075,2.488339509,Positive,Investment Analytics,Transaction Delays,High,88.7647372,597.644555,170227,7.643471223,2023-05-23,Debit,2022-07-17 00:00:00,0.567354995,4.80522894,15.74748703,0.432305009,94078.57416
956,63,Other,Louisview,Medium,Research scientist (medical),Master,Married,3,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,63,7,FALSE,TRUE,0.330469985,13,2,369,188.6552669,69372,2021-01-17,2023-08-30,4.319083639,4.971247473,3.450808438,1,-2,2022-04-18,13,0.92974798,3.292778405,Negative,Budgeting Tools,Fees,Medium,44.01779889,278.6163974,899199,21.69029236,2023-08-25,Transfer,2021-01-17 00:00:00,0.648099717,4.675749236,10.18162799,0.098007674,79137.4829
957,33,Other,North Sherry,High,"Designer, exhibition/display",High School,Married,4,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,13,5,FALSE,TRUE,0.676538433,18,8,68,975.6957079,66300,2021-04-11,2023-10-16,4.469625608,3.906934698,1.415690597,10,40,2023-07-23,8,0.912583905,2.980841895,Neutral,International Transfers,Transaction Delays,High,94.3064733,785.2046911,510614,1.857201297,2023-02-25,Credit,2021-04-11 00:00:00,0.686599683,0.015713514,7.246722012,0.366334815,58626.83859
958,54,M,Port Kayla,High,"Conservation officer, nature",High School,Married,5,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,36,7,FALSE,FALSE,0.293586081,3,6,369,263.572134,97047,2023-10-15,2021-12-28,2.160303946,4.30769777,4.955342252,10,6,2022-10-07,4,0.775164532,3.067979583,Positive,Mobile Deposit,,Low,42.4545711,147.2694591,907174,16.67256556,2023-10-15,Transfer,2023-10-15 00:00:00,0.27129465,7.097168789,9.193333469,0.789356236,77854.8507
959,71,Other,East Danielmouth,Medium,IT consultant,Master,Widowed,3,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,53,1,TRUE,FALSE,0.84155854,11,9,418,955.049553,399190,2022-08-10,2021-11-24,3.500965671,4.925394047,1.334905349,8,-38,2021-08-25,2,0.698884961,4.89728076,Positive,Investment Analytics,,Medium,22.56208227,265.3671112,898149,0.824451325,2022-10-31,Transfer,2022-08-10 00:00:00,0.750406688,3.404444636,19.41217895,0.035187457,90318.2457
960,31,M,Edwardsville,Medium,"Scientist, clinical (histocompatibility and immunogenetics)",High School,Married,7,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,58,7,FALSE,TRUE,0.986833698,2,0,243,847.9134379,205821,2022-04-17,2021-03-30,1.220080992,1.812807246,3.749105823,1,-22,2022-05-09,14,0.605522515,1.962334915,Positive,Mobile Deposit,,Medium,81.6161449,718.5802421,635209,27.15646467,2023-10-02,Transfer,2022-04-17 00:00:00,0.903414612,8.476961339,13.20629945,0.689715925,34186.91312
961,72,F,Tamiborough,Low,Technical author,PhD,Married,4,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,4,TRUE,FALSE,0.281219599,15,4,277,339.2890303,93903,2022-12-23,2021-04-21,2.253649109,2.288784089,3.41618023,2,-7,2023-07-01,8,0.808868193,1.175436284,Negative,Mobile Deposit,Customer Service,High,53.66198903,43.79605269,200575,18.89349506,2023-10-03,Debit,2022-12-23 00:00:00,0.340710124,3.937509934,8.328971685,0.916699481,24333.62938
962,65,M,Parkerview,High,"Engineer, building services",High School,Widowed,5,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,84,2,FALSE,FALSE,0.361077865,2,9,681,553.3140703,376593,2022-03-25,2023-01-16,2.49053541,1.983721916,2.656803987,7,68,2023-04-20,8,0.772861824,1.0322364,Neutral,Mobile Deposit,Fees,High,53.94964691,343.5017219,618385,20.5195199,2022-06-23,Credit,2022-03-25 00:00:00,0.365565254,9.34474251,18.35696558,0.526832128,7630.526914
963,24,M,North Ericport,High,"Research officer, political party",High School,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,6,FALSE,FALSE,0.96734554,2,0,443,344.5856271,152392,2022-01-25,2022-08-07,1.379427613,4.96381727,4.443525309,4,94,2023-01-12,7,0.518782648,1.826171873,Neutral,,Fees,High,59.74464533,136.2870598,554057,21.03401541,2022-11-17,Credit,2022-01-25 00:00:00,0.078548874,7.058249968,8.552604915,0.622967708,63718.88183
964,24,F,East Marymouth,High,Arboriculturist,PhD,Divorced,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,42,7,FALSE,FALSE,0.358061107,6,2,89,706.0739413,62834,2022-05-29,2022-03-06,2.733327809,3.617855242,2.398022795,3,2,2021-06-13,2,0.518687816,3.269910212,Neutral,,Customer Service,Medium,2.96523011,311.7532096,46249,16.10801671,2022-08-31,Credit,2022-05-29 00:00:00,0.743150359,4.150384812,6.128373268,0.40645072,14276.29983
965,50,M,North Jennifer,Medium,Ship broker,Bachelor,Single,3,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,51,7,TRUE,FALSE,0.555986513,9,5,259,368.4326398,95312,2021-10-08,2023-06-10,3.591736798,2.242299939,4.291768125,5,-74,2022-12-22,5,0.575038351,4.126089015,Negative,Investment Analytics,Customer Service,Low,10.0946573,894.6467999,511197,3.355745945,2022-02-07,Credit,2021-10-08 00:00:00,0.340285632,5.250293055,16.06524157,0.165206934,70747.59175
966,40,M,Randyton,Medium,"Investment banker, corporate",Bachelor,Divorced,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,38,8,TRUE,FALSE,0.769241666,15,1,237,471.6627977,111627,2021-07-18,2022-05-30,3.596850121,2.481367593,3.373388086,5,-75,2023-11-02,12,0.858647968,1.983816723,Positive,Budgeting Tools,App Issues,High,2.95739987,504.4392153,550683,12.59008329,2021-11-30,Credit,2021-07-18 00:00:00,0.582602616,3.86263896,8.291110524,0.888622378,36288.7868
967,36,Other,Jorgeburgh,High,"Scientist, research (physical sciences)",PhD,Single,5,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,76,5,FALSE,FALSE,0.438344754,12,4,312,721.6591556,224952,2021-03-22,2022-11-16,2.879810436,2.816281746,2.570066161,3,22,2021-06-06,8,0.929623357,1.72694871,Negative,Investment Analytics,,Low,49.2030134,93.26022459,919827,22.47099729,2023-07-30,Credit,2021-03-22 00:00:00,0.381593353,4.409335239,11.28311526,0.43127757,26344.41411
968,36,F,South Melissaside,High,Academic librarian,High School,Single,4,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,18,8,FALSE,TRUE,0.372607949,18,6,190,422.2769511,80180,2022-09-25,2023-07-18,1.493711745,2.754461809,2.375461444,1,74,2023-01-12,15,0.512773298,2.581712625,Neutral,Mobile Deposit,,Medium,40.79395631,188.3238495,934433,29.46705889,2023-06-25,Transfer,2022-09-25 00:00:00,0.527787951,0.523125766,4.49116777,0.926109694,22781.37781
969,53,M,North Steven,Medium,Oceanographer,Master,Divorced,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,4,TRUE,TRUE,0.495588346,5,8,402,692.4594327,278184,2023-06-22,2021-03-30,1.315053211,1.694258873,2.04422243,4,-73,2023-09-19,12,0.909101258,3.822961693,Negative,Investment Analytics,,Low,96.48511926,774.3317396,9783,9.245758533,2023-10-17,Credit,2023-06-22 00:00:00,0.775750192,2.381880521,6.133929893,0.526943734,5776.058978
970,46,F,North Alexander,High,Electronics engineer,PhD,Divorced,2,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,89,1,FALSE,FALSE,0.779519883,8,0,729,376.5241449,274104,2021-03-10,2021-08-02,4.289829515,4.425945861,1.068778589,6,-37,2022-04-17,17,0.73268767,1.871995935,Neutral,,,Medium,71.92192908,121.8353947,812065,19.13311206,2022-11-12,Debit,2021-03-10 00:00:00,0.198441704,9.371860834,12.84695391,0.957062405,84165.82629
971,77,F,East James,Medium,Field seismologist,Master,Widowed,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,35,8,FALSE,TRUE,0.312162277,13,6,224,405.3725075,90720,2023-01-18,2021-04-18,3.238286648,4.08956468,3.483098174,4,13,2023-07-09,8,0.700609957,3.549703938,Negative,Investment Analytics,App Issues,Low,74.34888855,495.4454843,390849,29.48650284,2023-06-29,Debit,2023-01-18 00:00:00,0.017136374,5.686341155,9.945780931,0.9044873,57970.9263
972,19,M,Watsonland,High,"Merchandiser, retail",Bachelor,Single,3,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,51,4,TRUE,TRUE,0.350807497,16,7,596,328.1525644,195488,2021-09-27,2021-12-27,3.999589155,4.654502681,2.817804936,1,-67,2023-05-08,7,0.772338099,2.91809566,Negative,,App Issues,Medium,29.02371578,429.1463046,36931,17.23069081,2022-02-13,Transfer,2021-09-27 00:00:00,0.595898876,0.108638947,9.601486264,0.659417239,18064.69945
973,18,Other,Samanthaland,High,Associate Professor,PhD,Divorced,1,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,43,5,TRUE,FALSE,0.189139304,6,2,15,989.5388133,14835,2021-07-04,2021-11-20,1.13215152,3.102072751,2.348818534,2,-27,2022-04-16,18,0.968493764,1.473683798,Neutral,,App Issues,Medium,64.61845328,267.2994714,274985,24.14365051,2022-11-12,Credit,2021-07-04 00:00:00,0.37018016,9.970357984,10.0879305,0.424874329,13985.2436
974,64,F,North Jamesmouth,High,Geophysical data processor,Master,Divorced,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,45,4,TRUE,TRUE,0.7016175,7,1,194,509.8528785,98746,2022-08-28,2021-03-01,2.765993674,3.687910083,1.702008606,8,55,2021-09-14,17,0.7844439,2.715228721,Positive,Mobile Deposit,App Issues,High,13.87440286,932.0957197,998818,17.73198427,2023-12-19,Credit,2022-08-28 00:00:00,0.577875589,3.396787392,1.904526175,0.804851202,91172.99513
975,37,M,North Rebecca,Medium,Air traffic controller,High School,Widowed,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,96,7,FALSE,TRUE,0.899450469,4,7,766,229.7800073,175414,2022-11-01,2023-09-21,4.615158711,4.015917851,1.003780404,5,11,2022-05-17,15,0.552289963,2.139344336,Positive,Mobile Deposit,,High,48.39817869,174.0199974,968083,13.00587395,2023-10-23,Credit,2022-11-01 00:00:00,0.887850716,9.43553922,2.793550956,0.645329361,25281.29087
976,28,F,Davidmouth,Medium,Media planner,PhD,Divorced,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,39,3,FALSE,FALSE,0.185739921,19,6,757,571.4672881,432247,2023-05-01,2023-11-21,3.832301521,3.377177268,3.702934807,3,93,2023-04-15,10,0.735886853,3.236777085,Positive,International Transfers,,Low,72.17734971,551.9766939,715425,20.28751626,2023-05-20,Debit,2023-05-01 00:00:00,0.304300419,9.519425252,19.16566832,0.703838983,96426.05941
977,19,Other,East Sandrachester,High,Newspaper journalist,Master,Married,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,79,2,FALSE,TRUE,0.034589537,11,0,30,474.3268329,14220,2021-12-26,2021-08-26,4.065386987,3.816552126,4.438894556,2,25,2021-10-10,10,0.988923347,3.74729071,Positive,International Transfers,,Low,82.59564968,477.11166,450712,25.88956116,2023-09-09,Transfer,2021-12-26 00:00:00,0.970299392,5.276558782,16.96665564,0.688184135,84959.17467
978,84,Other,Crawfordfurt,High,Museum/gallery curator,PhD,Married,5,Marketing,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,52,2,FALSE,FALSE,0.381270658,1,1,460,781.0980196,359260,2022-02-16,2021-05-26,2.884353163,3.13617883,2.406219736,6,-69,2022-06-18,18,0.581658975,4.79953743,Neutral,Mobile Deposit,Customer Service,Low,79.83620526,59.07660067,268808,23.47843041,2022-09-22,Debit,2022-02-16 00:00:00,0.519031347,4.458789035,18.52848844,0.701115531,95373.04411
979,29,Other,Thompsonborough,Medium,Water quality scientist,PhD,Single,7,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,56,7,FALSE,TRUE,0.410154765,15,3,167,936.411677,156312,2021-09-28,2022-04-27,3.980102924,2.597771735,3.164718107,6,91,2022-08-11,6,0.731089844,3.639812893,Positive,Mobile Deposit,Fees,Low,14.09969528,830.7066669,923004,26.30232386,2022-12-18,Debit,2021-09-28 00:00:00,0.732123635,4.175164939,15.95681735,0.841641917,17830.45145
980,37,M,West Joshua,High,Learning disability nurse,Bachelor,Widowed,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,18,6,TRUE,TRUE,0.645863527,2,2,832,119.6277614,99008,2023-01-20,2023-06-30,3.688659529,4.931542737,3.392622003,4,-93,2022-12-01,6,0.848534834,1.401552174,Negative,,Transaction Delays,Low,38.21736101,406.6088988,917730,28.54486227,2023-09-20,Debit,2023-01-20 00:00:00,0.845875263,4.855175675,10.42799233,0.91329106,84462.36291
981,22,M,North Christina,Low,"Programmer, multimedia",Bachelor,Divorced,4,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,77,2,TRUE,FALSE,0.085590999,14,1,235,981.3942588,230535,2023-12-24,2022-10-30,1.534839675,2.910155808,1.988704697,4,-75,2022-10-05,7,0.682487659,3.386306115,Positive,Mobile Deposit,,Low,34.41093721,815.8557103,110435,22.35967119,2023-12-29,Transfer,2023-12-24 00:00:00,0.327703639,6.116252407,11.56131937,0.593453712,40661.44905
982,54,Other,Lake Kenneth,Premium,"Teacher, adult education",High School,Single,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,8,FALSE,FALSE,0.821498406,16,4,246,173.2598872,42558,2023-10-25,2023-05-09,1.364526066,4.351633912,2.951860628,10,47,2021-08-30,7,0.884532823,4.020436253,Negative,Budgeting Tools,App Issues,Low,54.23582349,40.33187029,95980,25.14913014,2023-12-26,Debit,2023-10-25 00:00:00,0.015075637,1.187335901,6.103856956,0.271025358,96566.34877
983,55,M,Andradefort,High,Arboriculturist,Bachelor,Divorced,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,6,FALSE,FALSE,0.573986807,15,5,697,280.5729711,195160,2022-07-13,2022-02-12,1.706251546,3.392132526,3.663041901,4,89,2021-06-16,4,0.606082059,2.822910692,Negative,Investment Analytics,,Low,34.04827239,421.1417298,42063,7.896128138,2023-08-06,Transfer,2022-07-13 00:00:00,0.286986069,7.305434271,16.6716408,0.28492162,25018.11005
984,26,Other,North Joshuaberg,Medium,Airline pilot,Bachelor,Married,1,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,94,8,FALSE,FALSE,0.545970919,2,5,319,777.6125304,247863,2021-12-03,2022-10-30,1.318104304,2.089422188,4.505123732,3,14,2023-04-17,14,0.546775608,3.397039293,Positive,Mobile Deposit,Transaction Delays,Medium,47.44464909,689.1878559,26953,4.727784249,2022-09-30,Debit,2021-12-03 00:00:00,0.41011991,3.604214147,2.875064389,0.416556883,40897.14517
985,70,M,Gonzalezhaven,Medium,Company secretary,Bachelor,Divorced,3,Branch,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,19,6,FALSE,FALSE,0.316363034,14,6,7,163.8970004,1141,2022-06-11,2022-04-17,3.311836327,1.45160702,4.227047386,1,67,2023-05-13,14,0.664537892,2.641283245,Negative,,Customer Service,Low,31.60628007,811.1108397,966393,11.55198585,2023-08-23,Transfer,2022-06-11 00:00:00,0.810798516,5.095219349,9.243073339,0.31084864,16210.98639
986,61,Other,Lake Virginia,Low,Diplomatic Services operational officer,Master,Divorced,1,Referral,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,43,4,TRUE,TRUE,0.365267513,0,5,86,819.322817,70434,2023-09-14,2021-08-14,4.860891721,4.660201596,4.477322578,9,46,2023-11-01,7,0.93430366,1.579495248,Positive,International Transfers,Transaction Delays,High,27.28539332,275.3433349,94675,9.311881651,2023-10-08,Credit,2023-09-14 00:00:00,0.479017647,9.475446449,8.568443832,0.398511462,15936.04376
987,41,F,South Kimberlystad,Low,Health service manager,PhD,Divorced,5,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,8,FALSE,TRUE,0.055427251,11,5,328,676.7547607,221728,2022-08-28,2022-10-30,4.094071378,2.349163167,4.987559192,9,-21,2021-10-31,8,0.857111066,1.950952392,Negative,,App Issues,Medium,17.26271596,13.12651807,654020,12.4214266,2023-07-03,Credit,2022-08-28 00:00:00,0.428568727,9.759767022,9.103049741,0.714862125,26318.37385
988,47,Other,Stephensfort,Medium,Special educational needs teacher,Bachelor,Married,7,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,6,4,FALSE,FALSE,0.753754778,9,7,215,807.2382591,173505,2022-11-25,2022-04-12,3.981032186,2.181342696,2.049042749,7,47,2023-10-10,4,0.991518714,3.054128219,Neutral,,App Issues,High,36.78514946,479.3741498,544091,4.243916778,2022-12-31,Credit,2022-11-25 00:00:00,0.817648288,1.424159813,9.081210896,0.944830878,53572.02736
989,76,Other,Robertahaven,High,"Editor, commissioning",Master,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,6,TRUE,FALSE,0.604736563,5,4,535,567.7974315,303345,2021-08-24,2021-07-20,4.320310095,3.988858816,3.906211025,3,62,2022-02-10,19,0.664901988,3.890730012,Positive,Mobile Deposit,,High,25.93251133,48.35014509,64146,12.61634424,2022-04-25,Debit,2021-08-24 00:00:00,0.825707522,4.086293856,16.27337649,0.090187613,1656.646699
990,31,M,Paulburgh,High,"Lighting technician, broadcasting/film/video",PhD,Widowed,1,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,61,5,FALSE,FALSE,0.976428508,7,4,844,984.3038005,830496,2023-08-18,2022-05-01,4.604763939,3.583927574,3.245290835,2,21,2022-01-04,19,0.751217735,3.162979727,Positive,International Transfers,,Medium,30.91850654,938.3055496,380225,24.60397816,2023-09-07,Credit,2023-08-18 00:00:00,0.806852891,3.094435782,4.498718284,0.482850135,99497.13306
991,26,M,West Carlatown,Medium,Minerals surveyor,Bachelor,Married,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,4,FALSE,TRUE,0.353561773,19,6,262,597.0079588,156414,2021-06-04,2023-04-25,2.21600655,3.642746409,3.34393751,4,-41,2023-07-19,13,0.711688038,3.227218663,Negative,Investment Analytics,Fees,High,34.58509032,212.3536742,831547,1.52764597,2021-07-12,Transfer,2021-06-04 00:00:00,0.672159043,2.284296339,19.45436608,0.628699701,65909.57929
992,57,M,Brianfort,Medium,"Geologist, wellsite",Bachelor,Single,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,85,7,FALSE,TRUE,0.666243716,5,9,698,401.5892954,279898,2021-10-16,2022-02-14,1.360806825,1.52692536,2.158060558,9,59,2021-02-01,0,0.743648655,2.671849972,Neutral,Budgeting Tools,,Low,10.49607725,680.0145083,712755,7.63167179,2023-07-30,Debit,2021-10-16 00:00:00,0.029563618,7.908043159,10.27918922,0.122245399,74751.57658
993,83,M,Katiebury,Medium,Food technologist,PhD,Divorced,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,76,8,FALSE,FALSE,0.919545297,18,6,526,966.7791691,508116,2022-04-08,2023-02-09,4.005392889,1.992421442,4.39519632,9,91,2021-12-08,13,0.570835797,1.8568329,Neutral,Investment Analytics,Customer Service,Medium,15.29156316,521.4486579,403118,11.86060399,2023-09-01,Debit,2022-04-08 00:00:00,0.353270107,1.25044741,14.22832008,0.035478374,79119.3283
994,42,M,North John,Low,"Education officer, environmental",Master,Married,2,Branch,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,45,6,TRUE,TRUE,0.711680889,3,2,284,82.90003526,23288,2023-03-25,2022-03-28,2.707338358,2.983339237,4.156834884,7,23,2021-09-05,12,0.598578475,2.411869775,Negative,Investment Analytics,Customer Service,Medium,21.08055236,601.1450985,618588,17.41698633,2023-08-26,Transfer,2023-03-25 00:00:00,0.547778782,2.830012821,12.73624023,0.26071225,81221.40959
995,39,M,West Amanda,Low,"Scientist, research (physical sciences)",Master,Single,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,1,FALSE,TRUE,0.040310525,15,0,261,519.4980906,135459,2023-01-20,2021-05-31,4.78150301,4.475149709,4.285642961,4,68,2023-05-08,17,0.750293708,1.710215314,Negative,Budgeting Tools,Transaction Delays,Medium,57.29831464,950.5192329,682,13.05817666,2023-11-30,Credit,2023-01-20 00:00:00,0.295022524,1.397037609,16.58382594,0.25236219,65596.14209
996,21,F,Port Wendybury,High,"Nurse, learning disability",High School,Married,7,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,94,7,FALSE,TRUE,0.632236803,4,4,964,635.7631972,612140,2021-07-04,2023-08-23,4.733834697,2.701582114,4.98790569,9,100,2022-06-24,14,0.984092822,3.699274908,Positive,Budgeting Tools,Customer Service,Low,43.05175837,818.8237663,54867,1.012649405,2021-10-25,Transfer,2021-07-04 00:00:00,0.421830115,5.519789185,0.710571547,0.561095081,12778.04737
997,43,Other,Kellyburgh,Premium,Psychiatrist,PhD,Divorced,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,4,FALSE,FALSE,0.545391014,15,9,56,351.9634959,19656,2023-03-20,2023-09-20,4.896350651,1.567233034,2.235764406,6,-87,2023-08-21,10,0.972332921,3.629741597,Positive,,Fees,Medium,2.73009786,608.0516942,755692,19.14061788,2023-09-30,Credit,2023-03-20 00:00:00,0.108049894,0.588457355,0.769782989,0.415203008,52195.96753
998,75,Other,East Brittany,Medium,"Therapist, horticultural",High School,Single,5,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,46,2,FALSE,FALSE,0.499313338,17,3,633,101.0919925,63933,2021-01-29,2021-04-22,4.099374754,2.601261421,4.898891722,2,-55,2021-07-26,11,0.546997248,3.848096375,Positive,Mobile Deposit,Customer Service,Low,96.89005561,612.5707507,412404,21.37667845,2021-10-06,Credit,2021-01-29 00:00:00,0.02922426,3.078597561,14.73834989,0.766858118,2210.507128
999,46,Other,Robintown,High,"Nurse, mental health",Master,Married,4,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,3,TRUE,FALSE,0.553043968,12,0,510,415.9420186,211650,2022-06-26,2023-06-12,3.45147775,2.166392498,1.838288088,5,70,2021-09-16,5,0.79134887,1.438374428,Positive,Investment Analytics,,High,37.77322664,324.8775098,305556,3.443418304,2023-04-15,Transfer,2022-06-26 00:00:00,0.56473818,9.873905466,9.909970811,0.569711525,24664.5114
1000,54,F,Staceyshire,Premium,"Engineer, building services",Bachelor,Married,6,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,4,TRUE,FALSE,0.460565827,12,4,665,812.4740988,539980,2021-09-11,2021-10-24,4.067796618,4.978365844,1.362623693,4,-27,2021-03-11,16,0.810137816,2.46814015,Neutral,Mobile Deposit,,Low,46.06331986,24.50325677,375471,0.420838253,2022-03-03,Debit,2021-09-11 00:00:00,0.726997831,0.445556049,19.39503824,0.467944151,98648.84261
1001,35,Other,New Stacy,Low,Counselling psychologist,High School,Single,3,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,80,7,FALSE,TRUE,0.691832233,17,5,411,575.444916,236325,2023-07-21,2022-03-19,2.100970749,2.503466511,1.04102051,2,100,2023-06-03,6,0.817966213,3.883692087,Neutral,,Customer Service,Low,23.31873719,221.067084,244285,16.61993085,2023-09-22,Transfer,2023-07-21 00:00:00,0.538971383,9.106844205,9.417085924,0.294533037,36223.70197
1002,59,F,Weaverburgh,High,Manufacturing engineer,Master,Widowed,2,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,63,9,FALSE,TRUE,0.014912903,7,6,444,760.3005897,337440,2023-01-25,2023-07-21,1.008798577,3.462336465,1.937179434,2,-74,2021-02-19,1,0.821025904,4.275933697,Negative,International Transfers,,High,39.38991328,333.7262632,870188,26.00487201,2023-12-19,Debit,2023-01-25 00:00:00,0.346974587,3.900885391,4.027664589,0.531048504,79874.7179
1003,58,F,Johnsonton,High,Veterinary surgeon,Master,Single,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,6,TRUE,FALSE,0.188559713,6,9,132,720.4981592,95040,2022-06-21,2021-12-31,2.843987717,3.298939391,2.250263719,6,-10,2021-12-08,19,0.530732199,4.957866484,Positive,Investment Analytics,,Medium,41.38574531,333.9572734,409831,22.45864763,2022-11-23,Transfer,2022-06-21 00:00:00,0.950868129,3.462174508,17.32838954,0.842364366,42694.06069
1004,55,F,New Jeffery,Medium,Hospital pharmacist,Bachelor,Single,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,54,5,FALSE,TRUE,0.365385629,14,8,541,293.6920956,158513,2023-02-20,2023-03-05,3.558783161,1.680338443,2.236650254,6,72,2021-05-30,12,0.753641616,4.779258947,Negative,Budgeting Tools,Fees,High,40.30256661,430.2332207,255244,15.05655479,2023-04-21,Transfer,2023-02-20 00:00:00,0.221306091,6.467804624,9.478802431,0.815856256,84504.38062
1005,51,Other,Smithborough,Medium,Electronics engineer,PhD,Single,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,30,9,TRUE,FALSE,0.45266727,1,3,745,260.9855059,193700,2023-01-31,2023-02-04,4.355692927,1.520524565,4.719725188,9,-48,2021-09-29,11,0.501128686,1.50481574,Positive,,,Medium,7.938544091,237.9300636,798626,10.50698689,2023-07-28,Transfer,2023-01-31 00:00:00,0.518787346,9.256292119,1.004651454,0.0340082,67588.39453
1006,34,F,West Jennifer,High,Fine artist,Master,Single,4,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,96,8,FALSE,FALSE,0.130486348,3,0,623,793.082147,494039,2021-08-10,2021-10-07,1.203122328,1.070678515,2.252292041,9,18,2023-11-21,16,0.959027189,4.14311859,Positive,Budgeting Tools,Customer Service,Medium,87.03810992,771.5769265,808178,0.760339164,2022-05-27,Credit,2021-08-10 00:00:00,0.263043163,1.936403028,15.09134631,0.233393732,22944.33738
1007,54,Other,Brianberg,High,Contracting civil engineer,High School,Married,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,13,8,TRUE,FALSE,0.820145978,15,3,626,178.4613446,111428,2022-04-24,2023-07-27,1.18293742,1.549645245,3.637082091,10,96,2023-12-21,0,0.508451611,3.648598753,Negative,International Transfers,Fees,High,3.521565715,197.0942516,440571,23.50116429,2022-06-12,Debit,2022-04-24 00:00:00,0.946576299,3.298138905,7.553887808,0.766641691,47493.15553
1008,42,Other,Port Daniel,Low,Site engineer,Bachelor,Single,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,84,8,FALSE,TRUE,0.929391371,11,6,987,569.6677705,561603,2023-08-24,2022-02-02,4.746858682,3.906702735,4.941445959,6,-70,2023-03-06,7,0.88866829,1.093885609,Positive,Mobile Deposit,Transaction Delays,High,66.62559304,803.9773386,237139,6.810726708,2023-09-12,Transfer,2023-08-24 00:00:00,0.013505369,5.056915715,17.08549741,0.369140678,93783.09804
1009,44,M,Susanstad,Medium,Teaching laboratory technician,PhD,Single,4,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,85,8,FALSE,FALSE,0.751215489,15,0,263,956.8572135,251428,2021-02-21,2023-01-05,1.805204178,3.530600488,2.175771936,1,-67,2023-05-15,12,0.620076844,4.619068163,Neutral,Mobile Deposit,,High,19.44753316,565.9089783,420776,29.63912314,2022-06-22,Debit,2021-02-21 00:00:00,0.87972717,9.53519551,2.224802709,0.835778203,70585.13573
1010,74,M,Willismouth,Low,Geophysical data processor,PhD,Divorced,3,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,4,8,FALSE,TRUE,0.928818048,16,8,416,530.2230156,220480,2022-11-03,2022-07-07,3.753081001,2.136159373,4.901263514,3,81,2022-12-27,0,0.793195457,2.98066687,Neutral,Budgeting Tools,Customer Service,High,96.13848053,465.4005089,558462,2.158228289,2022-12-15,Debit,2022-11-03 00:00:00,0.557634557,9.251457212,1.195782422,0.893386965,28828.97087
1011,48,F,Marcusburgh,High,"Nurse, adult",PhD,Married,4,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,53,7,TRUE,TRUE,0.743221373,19,5,916,808.6343963,740128,2022-03-30,2022-02-19,1.587653203,1.860874713,4.05060551,2,-25,2021-09-19,4,0.725749521,4.089741626,Negative,,Fees,Low,28.48787079,342.1796886,309937,26.65916242,2023-03-08,Transfer,2022-03-30 00:00:00,0.934911294,4.31064274,14.21198571,0.766514038,90962.95151
1012,23,F,Connerfort,Medium,Environmental education officer,Master,Divorced,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,52,2,FALSE,FALSE,0.441056019,9,9,320,263.5765517,84160,2021-05-10,2022-11-19,4.604640861,1.125661443,4.250016222,7,-13,2023-04-04,13,0.771911861,3.204625788,Neutral,Mobile Deposit,Customer Service,Low,32.9925558,131.4787825,384,7.409247202,2021-12-19,Transfer,2021-05-10 00:00:00,0.77981566,0.404338689,7.14183571,0.049068837,35167.27321
1013,57,Other,Grantside,High,"Engineer, broadcasting (operations)",PhD,Married,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,2,FALSE,TRUE,0.393132973,14,7,368,67.44324473,24656,2023-08-09,2021-09-18,3.992112251,2.132399778,3.274756865,1,67,2022-05-10,19,0.800600084,2.312463681,Neutral,Mobile Deposit,,Low,54.6873397,806.7216699,796014,27.03993849,2023-11-01,Debit,2023-08-09 00:00:00,0.665183392,3.437733045,14.57079734,0.93604047,58867.93079
1014,29,F,Jeffreyshire,Medium,Sports coach,Master,Widowed,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,95,5,TRUE,FALSE,0.166399382,18,5,555,354.7731973,196470,2022-09-11,2021-03-07,1.217841085,2.345315337,4.110498292,4,22,2022-08-24,10,0.991617716,2.95119622,Positive,,Customer Service,Medium,58.19692604,502.2401724,570760,13.0829319,2022-10-07,Debit,2022-09-11 00:00:00,0.750474785,3.326723325,16.08313444,0.4599241,45425.99582
1015,70,F,South Kurt,Low,"Teacher, primary school",Bachelor,Widowed,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,6,FALSE,FALSE,0.086447041,13,6,356,579.1730175,206124,2023-04-17,2021-05-03,2.088809476,4.460394287,3.440024248,1,-93,2021-09-01,2,0.890758464,4.323323532,Positive,,,Medium,55.04096173,217.230503,623937,6.93009502,2023-11-13,Debit,2023-04-17 00:00:00,0.829822694,8.272265188,8.109467999,0.011936062,12700.70993
1016,27,Other,Davidtown,Low,"Civil engineer, contracting",Bachelor,Married,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,2,9,TRUE,FALSE,0.219618282,0,2,926,643.5259641,595418,2021-08-27,2022-07-29,4.879213847,1.054588047,2.939108069,3,-72,2022-11-21,14,0.900786219,1.833530474,Neutral,Budgeting Tools,Transaction Delays,Medium,17.30406508,970.6331957,336725,3.21456622,2023-04-30,Debit,2021-08-27 00:00:00,0.299879671,4.676590652,7.893861823,0.287541102,98896.86612
1017,62,F,Rosalesshire,Medium,"Librarian, public",PhD,Widowed,7,Branch,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,76,1,FALSE,TRUE,0.532135732,3,7,828,540.8144269,447120,2021-10-14,2021-10-07,4.384929222,2.055728793,4.416730649,4,12,2022-11-21,6,0.948402795,3.207305164,Positive,Mobile Deposit,,Medium,40.71509455,182.2548944,362958,3.753081567,2023-08-24,Transfer,2021-10-14 00:00:00,0.714231947,1.715560682,14.77885984,0.595750637,70725.3174
1018,34,F,East Carriebury,Medium,Ophthalmologist,Bachelor,Widowed,4,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,10,7,FALSE,FALSE,0.134947151,1,4,477,438.5907308,208926,2021-04-03,2021-08-16,1.190647391,4.811719463,4.282959373,6,-75,2021-08-09,15,0.955432769,3.503300197,Positive,,App Issues,Medium,23.96582143,372.0762622,117856,28.26153214,2022-06-20,Transfer,2021-04-03 00:00:00,0.131265142,4.651925485,12.79970759,0.341016808,70525.54118
1019,43,Other,South Donaldland,Medium,"Development worker, international aid",High School,Married,1,Online,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,41,7,TRUE,FALSE,0.951163546,7,6,668,985.542462,657980,2021-03-18,2023-08-12,2.229219169,4.407669524,2.583829879,1,-10,2021-04-03,7,0.926604916,3.343769484,Neutral,Budgeting Tools,,Low,8.796711102,311.4714926,85941,8.506166713,2023-12-01,Transfer,2021-03-18 00:00:00,0.811809511,5.847882554,7.054007564,0.553551955,34291.85244
1020,79,Other,West Toni,Low,Gaffer,High School,Single,5,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,54,8,FALSE,TRUE,0.218502457,1,6,40,691.6187547,27640,2022-09-16,2023-07-29,2.315702323,4.527199022,1.165915247,1,-42,2021-06-01,10,0.874766939,2.578355512,Positive,International Transfers,App Issues,Medium,25.39961469,183.7573917,443908,29.16228948,2023-08-20,Credit,2022-09-16 00:00:00,0.945013015,1.858128706,0.126725258,0.361241576,24567.20247
1021,63,M,Lake Nicole,Medium,Cartographer,Master,Divorced,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,1,TRUE,TRUE,0.833631395,10,5,323,954.2746469,308142,2023-10-06,2023-05-07,2.918897605,1.011394761,4.704202064,6,40,2022-12-28,16,0.500365067,1.659030202,Neutral,International Transfers,Transaction Delays,Medium,62.38884937,596.3196454,633029,24.95797704,2023-10-29,Transfer,2023-10-06 00:00:00,0.611585104,1.668842931,4.127033083,0.421486428,52318.39733
1022,81,Other,Port Jennamouth,Medium,Land,PhD,Married,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,23,4,TRUE,TRUE,0.818818963,9,2,987,184.8031002,181608,2021-08-26,2021-12-17,2.103632869,2.449028742,4.129388486,9,37,2023-07-09,17,0.80080469,2.046104843,Neutral,Investment Analytics,Transaction Delays,Low,39.16663087,25.8489366,116476,22.17247385,2022-09-27,Transfer,2021-08-26 00:00:00,0.873044539,8.527687819,11.93478473,0.044658168,51616.75792
1023,19,M,Smithborough,Medium,"Embryologist, clinical",Master,Married,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,8,5,TRUE,TRUE,0.141203831,10,0,981,999.5490456,980019,2021-07-19,2022-12-05,4.31751234,2.923837619,4.431165276,6,-92,2023-04-18,19,0.533073554,2.828954325,Negative,,App Issues,Medium,90.44494559,830.3395106,175246,21.54933671,2021-09-25,Transfer,2021-07-19 00:00:00,0.991922341,2.515837548,6.810414247,0.575874372,39430.05823
1024,71,F,Lake Carlos,High,Site engineer,Bachelor,Married,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,2,TRUE,TRUE,0.710742848,8,5,805,705.9748218,567525,2022-04-26,2022-03-27,2.883286918,1.43097266,1.094801075,2,-20,2023-07-11,14,0.506167442,1.826156534,Negative,Investment Analytics,Fees,High,62.53590266,705.4311834,550501,26.71034686,2023-06-16,Debit,2022-04-26 00:00:00,0.161488561,1.686425683,7.609006443,0.88812748,9601.636623
1025,82,Other,Kristintown,High,Leisure centre manager,PhD,Divorced,5,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,2,TRUE,FALSE,0.824113837,3,8,355,972.2267978,345060,2021-10-05,2022-08-28,1.050201342,1.321404612,4.496275134,2,-3,2023-06-12,6,0.510114449,3.917113964,Negative,Budgeting Tools,,Medium,37.51181027,248.5716608,211131,6.77243253,2023-04-19,Credit,2021-10-05 00:00:00,0.259541347,0.337928708,16.29332519,0.761164533,78666.85416
1026,68,Other,South Samuelchester,Premium,Radiation protection practitioner,Master,Married,7,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,17,4,TRUE,FALSE,0.884287362,3,1,315,609.9321542,191835,2023-03-07,2021-11-18,2.558087248,2.429083765,2.875549469,2,38,2022-08-16,14,0.967135871,2.112818693,Negative,Mobile Deposit,Fees,High,95.82985265,831.9369983,567056,27.11054188,2023-07-14,Credit,2023-03-07 00:00:00,0.485770041,3.779967131,6.313660179,0.658914716,29682.50491
1027,70,Other,South Trevor,Low,"Editor, magazine features",PhD,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,3,FALSE,TRUE,0.953979604,0,1,788,162.4669172,127656,2023-07-19,2021-12-15,3.371867661,4.683133648,4.641477415,5,21,2023-09-05,9,0.643401096,1.790404839,Positive,,,Medium,87.45861671,896.9807732,953098,13.46714206,2023-10-15,Debit,2023-07-19 00:00:00,0.819984811,1.131517392,17.34448759,0.127056912,2266.530858
1028,53,F,Bellfurt,Medium,Lobbyist,PhD,Divorced,2,Referral,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,11,7,FALSE,TRUE,0.930103464,3,9,447,354.5963901,158238,2023-01-30,2022-04-16,3.637011208,2.601783057,3.768515582,1,36,2021-10-03,4,0.784674696,2.422683742,Neutral,International Transfers,,Low,43.84270238,735.9829847,460743,22.60014888,2023-07-21,Debit,2023-01-30 00:00:00,0.821292084,8.961686217,17.73496919,0.775083501,14751.48191
1029,43,M,Port Timothyshire,Medium,Neurosurgeon,Master,Widowed,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,93,7,TRUE,TRUE,0.311137058,0,0,713,62.46842232,44206,2023-05-09,2021-06-27,1.385377613,4.026872712,2.702601301,5,-95,2022-01-11,16,0.595221233,1.902982186,Neutral,Investment Analytics,App Issues,High,78.81351708,59.01107661,274470,23.68930617,2023-06-20,Transfer,2023-05-09 00:00:00,0.792732724,4.494199092,2.663328624,0.389751851,94618.80335
1030,46,F,East Shannon,Medium,Diplomatic Services operational officer,PhD,Single,2,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,46,2,TRUE,TRUE,0.267655947,3,0,163,159.9356401,25917,2021-11-13,2023-04-24,2.989209718,3.392233539,1.494870278,8,21,2023-11-10,5,0.878536401,3.820828964,Neutral,International Transfers,Transaction Delays,High,67.37286932,468.340727,482730,25.13319131,2022-10-09,Credit,2021-11-13 00:00:00,0.93368077,7.011377367,13.83191681,0.118323246,88044.49066
1031,38,F,West Andrewview,High,Teaching laboratory technician,Bachelor,Widowed,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,82,5,TRUE,TRUE,0.397530416,3,1,314,998.4177474,313372,2023-04-30,2023-12-05,2.721484152,4.549665969,3.230543463,9,-71,2021-06-21,2,0.903892966,4.19466946,Negative,International Transfers,Customer Service,High,48.41829555,97.61483479,818139,13.49403762,2023-06-13,Credit,2023-04-30 00:00:00,0.90580697,2.456598879,15.01973658,0.562503441,79389.28066
1032,28,Other,North Matthewfurt,Medium,Dramatherapist,High School,Married,6,Branch,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,82,5,FALSE,TRUE,0.465006268,0,0,889,916.6812224,814324,2021-07-22,2023-09-29,1.703905513,2.33384629,3.835698174,7,-99,2021-11-08,10,0.67693064,2.678179922,Neutral,International Transfers,,High,60.35287499,28.40847219,770745,7.58213355,2023-09-05,Transfer,2021-07-22 00:00:00,0.463384825,9.563622503,7.704695416,0.348158651,56062.81837
1033,57,M,Lake Charles,Medium,Operations geologist,High School,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,8,FALSE,TRUE,0.233885017,13,5,138,902.7929913,124476,2023-09-30,2022-03-20,1.720876202,1.532481731,4.616230232,2,46,2021-01-16,7,0.505634751,3.650935126,Neutral,International Transfers,,Low,57.00824721,234.385703,586945,26.03180918,2023-12-22,Credit,2023-09-30 00:00:00,0.858101217,5.055934889,19.38181027,0.306222267,88923.08857
1034,28,F,West Brookefort,Medium,Theme park manager,PhD,Divorced,1,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,0,8,TRUE,FALSE,0.086083196,15,4,241,12.01397138,2892,2023-04-16,2023-08-28,4.892185544,1.547473286,4.541239643,5,15,2023-01-28,0,0.817934359,1.789154326,Neutral,,Transaction Delays,Low,23.93051139,914.7334793,935087,1.878802071,2023-12-26,Debit,2023-04-16 00:00:00,0.329570253,9.938676007,17.31631358,0.753004571,59371.29376
1035,53,Other,South Sherriburgh,Premium,Environmental consultant,High School,Widowed,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,4,TRUE,TRUE,0.656586423,8,7,571,456.0383434,260376,2022-07-27,2023-08-06,2.654062112,1.752931161,2.03458439,4,42,2023-07-18,10,0.937300281,2.343758738,Positive,,,High,20.86441287,384.6290318,199824,17.26556125,2023-06-11,Credit,2022-07-27 00:00:00,0.827028862,5.268748586,7.894364834,0.270525383,15491.5632
1036,76,F,Mooreville,Premium,Environmental education officer,PhD,Divorced,5,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,70,1,TRUE,TRUE,0.174240784,6,9,885,784.1940883,693840,2021-03-09,2022-07-26,3.561157581,4.23488736,1.300254431,3,99,2023-02-16,11,0.563781635,1.614077069,Positive,,Fees,Medium,65.15124186,824.1760042,87852,22.99742706,2021-08-09,Debit,2021-03-09 00:00:00,0.933097256,0.059939319,14.34988024,0.537374452,95213.53564
1037,56,F,Jamieborough,Medium,Lobbyist,Master,Widowed,1,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,6,TRUE,FALSE,0.914899682,13,6,661,234.3458716,154674,2023-01-29,2021-01-30,1.824864184,3.284882743,2.878967515,7,-44,2022-10-19,9,0.850861103,1.8447845,Negative,International Transfers,App Issues,Low,36.45099954,882.913659,207742,26.29256589,2023-01-30,Credit,2023-01-29 00:00:00,0.514278319,7.569235287,19.78991375,0.239111233,85016.83321
1038,71,Other,Terryside,Low,Senior tax professional/tax inspector,Bachelor,Widowed,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,7,FALSE,TRUE,0.287684803,4,3,299,425.8754375,127075,2022-03-21,2023-05-27,4.825885087,3.18265919,2.105720272,2,87,2023-06-18,0,0.633306507,2.892806017,Negative,Mobile Deposit,Fees,High,5.667926845,326.6161122,42025,3.611908521,2022-08-10,Credit,2022-03-21 00:00:00,0.072739812,2.511247752,18.67543193,0.519209111,43677.10592
1039,72,Other,Donnaport,High,Translator,High School,Widowed,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,3,1,TRUE,TRUE,0.197686241,13,8,233,212.864878,49396,2023-06-28,2022-05-21,4.78708931,1.492034151,2.269696603,4,-39,2021-12-28,12,0.717802872,3.588594423,Negative,International Transfers,App Issues,Medium,76.02385888,892.3578622,110968,13.97036349,2023-12-07,Credit,2023-06-28 00:00:00,0.483097837,8.857615519,4.795410445,0.494915789,58572.17668
1040,41,M,North Brandon,Premium,Merchant navy officer,Master,Widowed,7,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,99,8,FALSE,FALSE,0.194158152,12,3,811,695.7473411,563645,2023-06-30,2022-05-23,4.173994261,1.710677798,3.669670194,8,30,2023-11-08,18,0.666871377,1.573625368,Positive,Investment Analytics,Customer Service,Low,28.76066373,614.3536663,77518,20.76799118,2023-10-01,Debit,2023-06-30 00:00:00,0.265293005,3.016725401,19.22768889,0.241564975,66122.16602
1041,39,F,Hernandezstad,Medium,"Civil engineer, consulting",Bachelor,Widowed,7,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,60,9,FALSE,FALSE,0.289468494,1,8,216,706.9887187,152496,2022-04-29,2022-11-02,2.744647727,1.821107195,3.986414869,2,-8,2022-07-27,15,0.953266057,3.116071651,Positive,Budgeting Tools,,Medium,86.55113994,108.3324954,842331,27.23312131,2023-02-12,Credit,2022-04-29 00:00:00,0.557388259,7.293699482,12.34032453,0.793355099,74850.82235
1042,73,Other,South Christopherfort,Medium,Environmental health practitioner,High School,Single,1,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,84,8,TRUE,TRUE,0.612165789,19,3,359,289.8930686,103751,2023-01-13,2023-06-09,2.66081412,4.010823847,3.934115006,5,-55,2021-07-18,5,0.649966272,2.844980538,Negative,Budgeting Tools,,Low,7.064226018,746.1824474,181921,18.92340303,2023-09-19,Credit,2023-01-13 00:00:00,0.576147213,8.271726247,1.910205239,0.143511466,70415.21621
1043,50,Other,North Anthony,Premium,Retail merchandiser,High School,Married,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,85,3,TRUE,TRUE,0.978316989,11,1,129,482.5196108,62178,2021-07-23,2022-04-01,4.559186593,3.782262606,4.268891726,6,81,2022-04-21,2,0.979813897,1.047398951,Neutral,Budgeting Tools,Customer Service,Low,54.75776926,431.1143868,232332,7.156712976,2023-07-30,Debit,2021-07-23 00:00:00,0.426457777,0.975068692,14.11077969,0.01249256,38010.72083
1044,53,M,Lake Kelly,High,Claims inspector/assessor,Bachelor,Widowed,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,9,9,TRUE,FALSE,0.486268544,6,1,174,457.1900082,79518,2023-01-23,2021-11-02,4.474843334,3.334120941,1.173848467,7,-91,2022-09-01,9,0.557608446,4.498348765,Positive,Investment Analytics,Customer Service,Low,19.77973729,611.8399339,897761,4.116489041,2023-02-25,Transfer,2023-01-23 00:00:00,0.694809633,9.130432552,19.78488288,0.965315308,89621.96921
1045,37,M,South Meganport,Medium,"Surveyor, minerals",Master,Widowed,3,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,3,TRUE,FALSE,0.599677984,1,5,127,780.1993254,99060,2023-01-05,2021-01-11,4.698330464,1.406938162,4.861554255,8,79,2023-10-08,19,0.961547699,3.31423702,Negative,Mobile Deposit,Customer Service,Medium,43.23390447,490.2887221,682227,12.25885895,2023-08-31,Credit,2023-01-05 00:00:00,0.486857876,7.823694713,6.659606108,0.511438057,4426.518545
1046,79,Other,Ruizview,Medium,"Nurse, adult",Master,Divorced,3,Branch,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,4,4,FALSE,FALSE,0.842599387,17,5,875,678.4206066,593250,2021-05-05,2023-05-06,2.092762195,1.616532394,2.353886466,2,-14,2022-11-30,12,0.830432856,2.040228819,Negative,Mobile Deposit,App Issues,Medium,38.03409247,980.0747696,662097,5.113588618,2022-12-23,Debit,2021-05-05 00:00:00,0.765612967,2.444434319,1.146265757,0.350050273,9731.55677
1047,43,M,Lake Amyburgh,Premium,Merchant navy officer,High School,Married,2,Online,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,60,6,FALSE,TRUE,0.334037445,9,6,927,77.53914615,71379,2023-03-27,2021-04-01,3.648662879,2.02915618,2.468407365,7,2,2021-04-09,19,0.633117244,3.388463529,Neutral,Budgeting Tools,Customer Service,Medium,46.95696242,703.0315187,325200,21.05672525,2023-12-29,Credit,2023-03-27 00:00:00,0.11870574,3.918753495,6.602714577,0.215128233,29457.76707
1048,83,Other,Nicolestad,High,Medical secretary,Bachelor,Married,7,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,75,7,FALSE,TRUE,0.179876673,5,6,575,159.5540764,91425,2022-07-20,2021-03-24,3.687023068,4.323470394,3.528188342,10,13,2023-11-27,18,0.512955739,4.716485443,Neutral,Mobile Deposit,Transaction Delays,High,59.92738907,228.5857883,516941,15.81268809,2023-04-28,Transfer,2022-07-20 00:00:00,0.765564289,3.85962057,5.720866774,0.843878548,36581.53308
1049,57,F,South Bradley,High,Agricultural engineer,Master,Married,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,29,8,TRUE,FALSE,0.433626986,6,2,430,841.5663396,361630,2022-01-24,2023-08-22,2.440016478,3.889230104,1.901589026,10,4,2023-12-12,17,0.575247385,1.078785227,Positive,Budgeting Tools,Fees,Medium,46.6440762,791.9757652,170359,7.348291135,2023-07-11,Debit,2022-01-24 00:00:00,0.572097643,9.231832859,2.993439818,0.596930265,71179.90911
1050,34,M,Marshallbury,High,Recruitment consultant,Bachelor,Widowed,5,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,56,7,FALSE,FALSE,0.318692672,11,9,663,965.8978326,639795,2021-09-08,2023-10-30,1.378211533,4.659201319,3.711349627,9,34,2023-11-07,17,0.965209507,4.808445771,Positive,International Transfers,Fees,Medium,65.72012257,684.3732082,958310,18.55213989,2023-02-28,Transfer,2021-09-08 00:00:00,0.083753221,8.39101499,12.55791347,0.379243741,98027.81934
1051,18,F,Anneberg,Low,"Scientist, physiological",Bachelor,Divorced,2,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,3,TRUE,FALSE,0.866129708,15,6,786,640.0183304,503040,2023-07-21,2021-03-10,1.41755932,1.136285442,2.04982049,8,23,2023-05-24,15,0.749421118,3.623911202,Positive,,Transaction Delays,Medium,22.46686708,525.7029807,785907,2.837302373,2023-10-20,Debit,2023-07-21 00:00:00,0.248027802,9.24912298,0.880885155,0.085342163,90686.11438
1052,78,F,North Elizabethside,High,General practice doctor,High School,Married,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,2,TRUE,TRUE,0.977939846,18,8,446,371.1228303,165466,2021-07-07,2023-05-22,4.371578484,4.284975334,3.807206664,2,33,2022-08-08,9,0.788582654,3.155049638,Neutral,,,High,46.05782983,955.2049357,318667,18.90723411,2022-09-16,Credit,2021-07-07 00:00:00,0.162776051,4.249752483,4.34443183,0.741900255,6534.410791
1053,60,F,Arellanoshire,Medium,Nature conservation officer,Bachelor,Divorced,6,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,81,2,TRUE,FALSE,0.688316791,19,8,283,228.8714444,64524,2022-03-11,2023-12-24,2.366966806,1.096092235,4.271202339,9,-8,2022-10-24,15,0.914561911,2.587951372,Negative,Investment Analytics,Fees,Low,7.175724343,481.9307685,490799,20.02870541,2023-04-14,Transfer,2022-03-11 00:00:00,0.856383078,6.660883222,19.89465705,0.209330037,2374.300421
1054,59,Other,New Bruce,Premium,"Surveyor, land/geomatics",Bachelor,Single,5,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,67,9,FALSE,TRUE,0.65376076,17,6,44,746.1232677,32824,2021-02-13,2023-03-19,4.561573006,3.661879612,4.600876458,7,84,2023-02-26,5,0.812041112,1.528359433,Positive,Mobile Deposit,,Low,53.08008537,556.2814164,303157,0.506119243,2022-09-14,Credit,2021-02-13 00:00:00,0.750427083,7.377070032,12.40572368,0.10080336,60930.98984
1055,42,F,Cardenaschester,Medium,"Journalist, broadcasting",PhD,Single,5,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,90,7,TRUE,TRUE,0.714221171,13,3,174,642.0148899,111708,2021-04-14,2023-09-09,2.145137873,3.599677556,2.632872217,9,-14,2022-10-15,13,0.600374985,1.072357167,Negative,Budgeting Tools,App Issues,Medium,42.6184179,766.3223018,694844,20.12895655,2022-09-14,Debit,2021-04-14 00:00:00,0.336048802,8.261396723,2.302521573,0.220875008,80822.29072
1056,56,F,Armstrongbury,High,"Administrator, sports",Bachelor,Divorced,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,22,7,TRUE,FALSE,0.467665841,14,7,573,909.8094776,520857,2022-11-15,2021-07-20,1.810637766,2.071720755,4.228193031,6,-89,2022-01-01,14,0.786512442,2.738326163,Neutral,Mobile Deposit,App Issues,Medium,65.43729649,827.8559295,147701,9.684313273,2023-09-02,Credit,2022-11-15 00:00:00,0.893522402,8.698558252,19.73729428,0.853641894,85662.8607
1057,52,F,Evansfurt,Medium,Travel agency manager,Master,Widowed,3,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,69,5,TRUE,TRUE,0.628794516,7,1,140,904.1006433,126560,2022-05-14,2023-07-16,2.571480347,3.995434674,2.860296939,8,-17,2021-10-21,12,0.827718169,3.205455635,Positive,Budgeting Tools,Transaction Delays,High,19.35063042,647.2192118,362683,1.420410472,2022-12-26,Transfer,2022-05-14 00:00:00,0.79085322,8.872287497,6.262582877,0.701661595,98965.95381
1058,20,Other,New Ashleyhaven,Medium,IT sales professional,High School,Married,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,6,FALSE,TRUE,0.071261001,14,7,227,314.1124682,71278,2021-09-15,2023-10-12,3.895912456,2.689140903,1.983533955,3,68,2021-03-27,7,0.618748455,4.958399823,Positive,International Transfers,Transaction Delays,Low,27.37952488,761.3452043,846583,12.76218199,2021-11-13,Debit,2021-09-15 00:00:00,0.074498716,1.183709676,2.044634669,0.371795719,50099.0761
1059,61,F,North Stacy,Low,Ranger/warden,High School,Single,2,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,18,7,FALSE,TRUE,0.493448883,11,2,361,804.8900655,290244,2022-02-25,2022-05-08,3.480755917,3.533522214,3.926190194,7,-32,2022-03-08,19,0.965820235,3.101692351,Neutral,Investment Analytics,App Issues,Medium,68.8804618,785.2612352,860417,10.76403498,2022-03-28,Transfer,2022-02-25 00:00:00,0.966123718,4.390905759,10.2334354,0.41422649,92228.65759
1060,68,F,Thompsonburgh,High,Holiday representative,Bachelor,Single,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,14,9,TRUE,FALSE,0.33236662,17,4,272,261.0594297,70992,2021-05-21,2021-06-20,1.600729648,3.520938085,2.178052623,5,-20,2023-06-01,4,0.588451836,3.820546025,Neutral,Investment Analytics,Transaction Delays,Medium,35.7412631,856.083533,176829,21.07295932,2022-06-03,Debit,2021-05-21 00:00:00,0.936652283,5.472937489,19.91903543,0.861613061,83911.05688
1061,29,M,Port James,High,Games developer,Bachelor,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,4,FALSE,FALSE,0.053180344,9,2,405,784.1720209,317520,2022-03-01,2021-01-26,4.924520133,4.52607786,1.682900411,5,-40,2023-11-30,3,0.856008948,3.527267304,Neutral,Investment Analytics,,Low,89.73498602,709.2819018,276603,20.82358312,2022-06-17,Debit,2022-03-01 00:00:00,0.540740262,0.194292012,19.88535718,0.490251154,11873.55976
1062,36,Other,South Christianchester,High,Environmental manager,Master,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,31,6,FALSE,FALSE,0.544776308,19,5,987,176.4252006,173712,2022-03-19,2023-04-13,4.913666784,3.69661763,1.484774075,7,-76,2022-07-24,2,0.953173316,4.516843653,Positive,Investment Analytics,,High,16.86490058,588.3282076,572644,13.001211,2023-11-14,Credit,2022-03-19 00:00:00,0.674586581,2.59226379,9.426376795,0.327555319,31255.03796
1063,61,F,Port Courtney,Medium,Actor,PhD,Divorced,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,78,1,FALSE,TRUE,0.360256477,13,5,612,354.2267768,216648,2022-04-23,2022-03-23,2.087582002,3.682543429,2.590865904,1,-97,2022-10-06,14,0.66506147,2.948640898,Positive,Mobile Deposit,Customer Service,Medium,70.6901675,297.8733221,835338,19.71289893,2023-04-06,Transfer,2022-04-23 00:00:00,0.529195581,2.608050867,8.15855467,0.283760526,93872.21495
1064,76,M,Luisland,Low,"Engineer, biomedical",High School,Divorced,5,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,58,7,TRUE,TRUE,0.590613855,18,7,117,95.08412632,11115,2022-11-04,2021-09-29,3.120339117,3.385772305,3.984107438,2,-72,2021-07-23,2,0.925682669,1.705914745,Positive,,Fees,Medium,15.12215439,302.5809172,152971,25.67014828,2023-06-13,Credit,2022-11-04 00:00:00,0.431615759,3.553300982,17.0417565,0.757518854,41415.23027
1065,66,Other,South Angelaside,Premium,Information officer,PhD,Divorced,6,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,69,4,FALSE,FALSE,0.513180068,15,0,192,302.8167706,57984,2021-10-30,2023-01-05,1.91045664,1.400639916,4.255604382,10,-38,2022-12-13,18,0.795273106,1.945559249,Negative,Mobile Deposit,,Medium,36.12791128,199.293433,260269,1.729138676,2023-02-04,Debit,2021-10-30 00:00:00,0.192343113,8.892480834,11.35406578,0.224433093,57988.18365
1066,78,Other,Melissahaven,High,Youth worker,Master,Divorced,3,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,69,2,TRUE,FALSE,0.276219656,19,4,123,324.9734341,39852,2021-01-06,2022-08-29,4.968741984,2.20403855,4.3385033,10,-65,2022-08-07,10,0.652215527,2.434900421,Neutral,Mobile Deposit,App Issues,High,13.72234002,302.9636941,956757,4.491201234,2022-12-19,Debit,2021-01-06 00:00:00,0.741447629,5.464930784,14.7036023,0.712561591,55136.83552
1067,34,Other,Starktown,High,Communications engineer,High School,Divorced,7,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,5,4,FALSE,TRUE,0.539983455,5,4,269,671.9903849,180499,2022-07-22,2022-05-05,2.393215029,2.837631839,2.712014588,5,-56,2021-12-06,0,0.865787333,1.758848101,Neutral,International Transfers,App Issues,Medium,48.02873533,797.5874732,394886,14.0265207,2023-09-06,Credit,2022-07-22 00:00:00,0.117041097,6.731115682,8.865232712,0.890175359,26682.74171
1068,74,Other,Rodriguezberg,High,Science writer,Master,Widowed,1,Marketing,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,75,8,FALSE,TRUE,0.378774112,12,8,434,718.1024889,311612,2021-10-24,2021-07-05,4.607846533,2.001289153,1.151158074,6,32,2021-08-31,7,0.706502981,4.168025789,Positive,Investment Analytics,,Low,69.18862776,707.1648473,468002,25.24336421,2022-05-25,Debit,2021-10-24 00:00:00,0.712030469,8.837038386,11.04445534,0.407490498,76171.31313
1069,72,Other,New Brianna,High,Technical author,Bachelor,Divorced,1,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,65,2,FALSE,TRUE,0.921116076,10,9,128,592.1568739,75776,2021-09-24,2021-02-02,2.7161572,1.662311337,1.71348164,6,-87,2022-08-13,3,0.600962617,2.478416484,Negative,Mobile Deposit,Transaction Delays,Medium,22.84825957,288.5948633,539016,15.18886006,2022-10-03,Transfer,2021-09-24 00:00:00,0.673804729,6.351950708,8.786339255,0.777664452,89873.35771
1070,64,Other,North Annaville,Medium,Cabin crew,Master,Widowed,4,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,88,1,TRUE,FALSE,0.375633302,0,3,520,772.3816732,401440,2022-05-29,2023-09-10,3.864870454,3.046787247,1.781308813,6,28,2022-07-15,2,0.958499894,2.523056483,Negative,Mobile Deposit,,High,99.25047139,325.5255864,330202,5.485878019,2023-06-05,Credit,2022-05-29 00:00:00,0.98592847,4.381361548,1.703246594,0.04367782,47383.60724
1071,29,F,Mikaylastad,High,"Clinical scientist, histocompatibility and immunogenetics",Bachelor,Married,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,3,1,TRUE,FALSE,0.040149912,8,5,440,457.0569931,201080,2021-12-24,2022-09-17,4.621632011,4.340676816,3.015179164,7,43,2023-09-24,2,0.752195381,3.001923115,Positive,International Transfers,Fees,Medium,30.23830591,980.4958189,875248,28.41622802,2023-05-24,Debit,2021-12-24 00:00:00,0.228314924,6.514983789,9.83553927,0.177817687,31344.68054
1072,79,F,Bakerfort,High,Quarry manager,PhD,Married,1,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,69,7,FALSE,FALSE,0.763572753,18,9,184,631.6348683,116104,2021-08-14,2021-11-28,3.484816572,3.53633948,4.663430404,2,33,2023-06-18,0,0.896603819,2.149606228,Positive,Mobile Deposit,,High,64.60326362,327.9300029,645198,6.721282748,2022-06-13,Credit,2021-08-14 00:00:00,0.605314752,6.680443187,8.534616432,0.17611608,62972.30694
1073,25,F,Johnsonview,High,Tour manager,High School,Married,1,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,56,7,TRUE,TRUE,0.963683389,4,6,136,365.6658231,49640,2021-02-22,2023-07-30,1.92355111,3.778679198,1.521131195,9,27,2022-04-04,17,0.973180457,1.500731193,Positive,,App Issues,Low,33.69377189,214.7038699,793896,24.843224,2021-12-17,Debit,2021-02-22 00:00:00,0.188068275,4.925103803,10.60832988,0.216800914,25363.60416
1074,38,F,Thomasfurt,High,Radio broadcast assistant,High School,Married,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,60,4,FALSE,FALSE,0.16938382,6,2,464,526.1145963,244064,2021-09-27,2021-02-19,4.190267098,1.56578324,1.134676725,3,83,2021-12-13,5,0.867040319,3.939207836,Negative,International Transfers,Customer Service,Medium,29.74916861,395.1398083,489491,29.98001822,2022-04-03,Transfer,2021-09-27 00:00:00,0.664147426,9.576265218,4.732510292,0.766016361,57740.80675
1075,42,M,South Pamelamouth,Low,"Development worker, international aid",PhD,Single,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,5,FALSE,TRUE,0.972783371,1,5,215,149.653572,32035,2021-01-31,2023-07-21,4.635601612,4.190126857,1.001714141,9,51,2022-08-14,18,0.734886772,3.364383723,Neutral,Budgeting Tools,Customer Service,High,26.07321457,720.7379757,747452,18.31443302,2023-08-07,Debit,2021-01-31 00:00:00,0.515399034,3.360101837,16.66853579,0.965254048,64179.68745
1076,29,F,North Julie,Medium,Art gallery manager,Bachelor,Widowed,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,5,FALSE,FALSE,0.617193857,19,2,685,614.8795294,420590,2023-01-04,2023-08-08,1.356456256,1.443988367,4.602363214,8,-21,2022-06-16,15,0.928637182,1.763832165,Positive,Investment Analytics,,Medium,45.98733491,356.8621311,238871,5.796935679,2023-11-26,Transfer,2023-01-04 00:00:00,0.342101567,8.949143849,12.68628531,0.352020334,78744.35796
1077,32,Other,Pennytown,Low,"Engineer, civil (contracting)",High School,Married,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,7,FALSE,TRUE,0.847385821,14,5,354,212.89462,75048,2022-05-03,2021-10-11,2.493399946,2.12813916,4.288520351,1,-77,2021-08-06,16,0.794314716,1.24737685,Negative,Investment Analytics,App Issues,Medium,92.23026883,833.6897307,858823,14.96607215,2022-07-30,Transfer,2022-05-03 00:00:00,0.648523844,0.449746546,15.3192162,0.659448264,15084.49701
1078,76,F,Lisaport,Low,"Scientist, research (maths)",Master,Single,2,Referral,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,6,3,TRUE,TRUE,0.472895336,5,0,152,466.2569099,70832,2022-10-26,2023-04-11,4.970488026,4.507793855,4.851964475,7,-88,2022-04-20,7,0.550258816,3.15193644,Positive,,App Issues,Medium,44.55828362,415.8534913,468643,20.38111232,2023-06-16,Debit,2022-10-26 00:00:00,0.568507021,6.841318878,8.463351937,0.458652317,11303.79196
1079,43,F,Juanfort,High,"Lecturer, further education",Bachelor,Widowed,7,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,53,5,TRUE,TRUE,0.622521581,0,8,886,668.7969227,591848,2021-02-02,2022-01-14,3.607482867,4.687188025,3.801325968,6,-39,2022-07-25,5,0.805860737,3.665908954,Neutral,Mobile Deposit,,High,73.92323406,992.4028096,530667,4.157258825,2021-12-18,Credit,2021-02-02 00:00:00,0.751163634,7.639911034,13.36105001,0.291540528,50747.20248
1080,43,Other,Port Jeremyport,High,Television camera operator,High School,Single,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,7,TRUE,TRUE,0.841057861,4,5,21,433.5597849,9093,2021-12-23,2023-01-29,1.696669971,1.350748582,3.442696155,9,-21,2021-10-16,6,0.502693787,1.934200592,Neutral,Mobile Deposit,,Medium,42.15666721,159.1053534,492253,29.3014611,2023-01-26,Credit,2021-12-23 00:00:00,0.03375419,1.137241308,15.05534215,0.47478717,47533.37789
1081,64,F,Schroedermouth,Low,Fashion designer,Master,Single,1,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,57,7,TRUE,TRUE,0.982800045,1,5,509,230.9240673,117070,2022-06-28,2023-08-09,4.372267482,1.648481741,1.492745176,4,61,2021-07-16,3,0.987873244,2.565709589,Positive,Investment Analytics,Transaction Delays,High,66.43710688,20.9560319,284618,28.71922037,2023-08-15,Credit,2022-06-28 00:00:00,0.83777568,9.013051148,10.6887839,0.733553177,39416.18148
1082,49,F,Jessicaland,Medium,Geophysical data processor,Master,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,9,FALSE,FALSE,0.184797284,13,3,653,669.5331245,436857,2021-04-18,2021-01-03,2.884442047,2.433672849,3.302692455,2,-72,2022-02-28,12,0.760403337,4.519654513,Negative,International Transfers,App Issues,Low,26.35433254,369.0541643,605297,15.17829436,2021-09-01,Credit,2021-04-18 00:00:00,0.948348866,7.042817461,18.3483649,0.040264501,83739.06624
1083,27,F,South Jason,Premium,Applications developer,High School,Single,7,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,71,4,TRUE,FALSE,0.89874662,16,4,306,854.0080249,261324,2021-09-17,2021-05-25,4.447386251,3.865860388,4.163237419,5,4,2023-11-08,11,0.54610912,3.022026358,Neutral,Investment Analytics,Fees,High,90.49838705,258.9943131,536784,24.47929647,2023-11-04,Transfer,2021-09-17 00:00:00,0.164942873,1.630483689,0.861424317,0.90834049,46989.91986
1084,33,M,Figueroahaven,High,Chartered legal executive (England and Wales),PhD,Single,6,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,27,1,TRUE,FALSE,0.667271899,11,3,435,505.3955567,219675,2023-05-13,2023-02-28,4.054027426,1.596291549,4.477340954,5,-88,2021-12-12,14,0.649771056,4.434793978,Neutral,Mobile Deposit,Fees,Low,97.23366756,395.7416663,553758,29.71416267,2023-10-27,Debit,2023-05-13 00:00:00,0.224268082,7.218957238,19.0869719,0.522903794,79353.15942
1085,34,F,Lorihaven,Medium,Medical physicist,PhD,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,84,5,TRUE,FALSE,0.94686114,5,5,4,562.0722179,2248,2023-12-14,2022-11-13,3.8883745,1.618930601,4.480398888,2,36,2021-02-26,18,0.829387931,3.185490373,Neutral,Budgeting Tools,,Medium,65.72792926,135.5672855,945639,20.06174291,2023-12-25,Debit,2023-12-14 00:00:00,0.506507629,7.838570962,18.00396869,0.218767447,37612.89948
1086,40,Other,North Larry,High,"Engineer, materials",High School,Single,2,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,4,TRUE,FALSE,0.318106806,6,6,733,396.9573094,290268,2021-08-21,2023-12-24,2.080928451,3.181816152,2.21398595,2,-12,2021-03-23,3,0.644395948,3.442705752,Positive,International Transfers,App Issues,Low,11.71436562,714.1407278,739407,17.63155951,2022-10-09,Debit,2021-08-21 00:00:00,0.705056849,2.807036965,16.50039826,0.549499157,96993.36044
1087,43,Other,Taylorhaven,Medium,"Nurse, mental health",Master,Divorced,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,98,3,FALSE,TRUE,0.242593941,15,0,894,587.365184,524778,2021-05-11,2021-03-08,3.233774064,3.360628605,1.759858077,8,-98,2022-02-04,9,0.710479152,3.327496107,Positive,Mobile Deposit,Customer Service,High,14.5142718,863.9746297,806858,18.25287294,2022-05-21,Credit,2021-05-11 00:00:00,0.462176683,7.293989397,12.05131158,0.50621589,89521.71215
1088,24,F,East Jamesborough,Low,Information systems manager,PhD,Married,5,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,73,7,TRUE,FALSE,0.365523461,12,2,956,500.3518432,478000,2023-09-03,2022-08-31,4.421147352,1.351809189,1.593773069,9,-42,2021-01-14,6,0.649426519,1.545016915,Positive,International Transfers,Customer Service,Medium,64.0101364,645.977474,812016,15.9826333,2023-09-06,Transfer,2023-09-03 00:00:00,0.461605023,6.019543785,1.11271554,0.513636689,51701.90875
1089,31,F,East Antonioton,Low,Chartered management accountant,PhD,Married,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,52,9,TRUE,FALSE,0.884499305,1,1,708,749.1118123,530292,2023-07-08,2023-05-23,4.416924751,2.620328338,3.576243245,1,-97,2023-09-28,13,0.814491667,1.197959507,Negative,International Transfers,Transaction Delays,Medium,4.57631697,536.5720404,72027,27.14710076,2023-09-12,Credit,2023-07-08 00:00:00,0.99817941,6.972573102,2.675558908,0.739293769,66833.16697
1090,24,F,Janetview,Low,"Journalist, magazine",PhD,Widowed,3,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,91,4,FALSE,TRUE,0.4596327,16,4,661,247.8592439,163267,2023-01-12,2022-07-07,1.682209492,3.928910809,1.28007837,6,72,2021-02-22,11,0.64204671,3.872707079,Negative,Budgeting Tools,,Medium,14.54304524,749.2518264,324453,4.155412249,2023-07-26,Debit,2023-01-12 00:00:00,0.354241143,7.910240263,14.58184396,0.80847796,29554.24593
1091,26,Other,Madisonhaven,Medium,Hospital doctor,Bachelor,Widowed,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,82,6,FALSE,FALSE,0.95147568,4,7,930,491.3573956,456630,2023-11-18,2022-03-01,2.60447827,2.366272208,4.482408513,6,13,2023-01-27,9,0.906524264,3.423706741,Neutral,Budgeting Tools,Fees,Low,57.31964937,34.68885249,368050,14.43996325,2023-11-18,Debit,2023-11-18 00:00:00,0.596427558,9.266394841,19.9537281,0.028153711,98717.88494
1092,65,Other,Reidville,Premium,Professor Emeritus,PhD,Single,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,43,1,FALSE,FALSE,0.242340095,1,4,73,323.0656858,23579,2021-08-12,2021-06-15,2.839423073,1.968812432,4.231227586,7,-29,2022-02-21,6,0.862302926,2.394146968,Negative,Budgeting Tools,Fees,Medium,84.77733862,764.4012522,301748,0.452775811,2022-12-12,Credit,2021-08-12 00:00:00,0.82183179,3.371577368,14.31623388,0.947718834,61730.49319
1093,76,M,East Nathanmouth,High,Clinical cytogeneticist,High School,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,98,1,FALSE,TRUE,0.220542178,19,8,921,103.4790932,94863,2023-07-15,2022-11-19,2.923504656,1.457371898,1.027744773,6,65,2022-08-01,7,0.662632098,3.351690897,Neutral,Mobile Deposit,,High,26.42393929,534.706486,336126,26.72630806,2023-07-20,Debit,2023-07-15 00:00:00,0.186235767,6.815210632,2.577949581,0.090742932,41010.48203
1094,56,M,Port Thomas,Medium,"Journalist, newspaper",High School,Single,6,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,27,3,TRUE,TRUE,0.67840568,0,0,105,392.6371242,41160,2023-10-29,2021-04-23,2.831422454,2.858636592,3.350004873,1,-53,2023-05-24,5,0.812224856,3.182933037,Neutral,Investment Analytics,Transaction Delays,Low,62.7135068,600.3811093,547722,9.386415262,2023-11-03,Transfer,2023-10-29 00:00:00,0.955149671,9.755516826,18.46990041,0.643425718,63514.98633
1095,35,M,Maxview,Medium,Land,Bachelor,Widowed,7,Branch,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,45,5,FALSE,TRUE,0.291663356,0,5,341,953.6292114,324973,2022-03-30,2023-11-21,1.383807569,4.76040315,3.532653825,6,39,2023-07-01,16,0.742612383,3.943792032,Neutral,,Transaction Delays,Low,32.75447463,927.7259422,583924,14.18650031,2022-06-22,Transfer,2022-03-30 00:00:00,0.186922982,1.217255791,0.999809376,0.926429048,59845.96471
1096,76,Other,West Anthonyton,Medium,"Engineer, electrical",Bachelor,Married,6,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,48,6,FALSE,FALSE,0.12915484,7,2,132,465.8837591,61380,2021-03-30,2023-01-16,4.614072261,3.45622255,4.624440089,4,-56,2023-12-03,17,0.52702693,3.317815185,Neutral,,Customer Service,High,48.50053451,795.4044343,906148,19.16365026,2022-01-25,Credit,2021-03-30 00:00:00,0.523188734,6.683973925,15.06271797,0.952837549,28836.89104
1097,34,M,Port Ashley,High,Clinical biochemist,High School,Married,2,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,66,9,FALSE,FALSE,0.37593833,10,1,320,550.1664227,176000,2023-12-04,2021-04-16,4.125835697,1.266202701,3.139332495,1,-25,2021-09-16,6,0.707478857,3.636370969,Positive,International Transfers,App Issues,High,4.115625304,917.0391495,396895,3.649691067,2023-12-31,Debit,2023-12-04 00:00:00,0.568699276,0.238813313,1.525542405,0.777667155,54861.12924
1098,31,F,Port Jeffrey,High,"Engineer, technical sales",Bachelor,Married,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,9,TRUE,TRUE,0.266165771,11,3,848,744.8149737,630912,2022-09-10,2021-08-16,2.725256274,2.033602918,1.206864297,10,27,2023-07-19,0,0.565737749,3.188135165,Negative,Investment Analytics,Customer Service,Medium,84.31772952,566.4421831,204764,22.56528692,2023-08-10,Credit,2022-09-10 00:00:00,0.609971832,1.833222348,0.724947168,0.549661076,15553.98771
1099,48,F,Lake Jamie,Medium,Early years teacher,PhD,Married,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,80,1,TRUE,FALSE,0.412981375,3,2,25,984.9496054,24600,2023-07-28,2023-02-24,4.805224398,3.962839343,3.733690552,6,48,2022-08-28,6,0.559451838,1.634621672,Negative,,,Low,95.58756014,494.9164339,904161,15.22789924,2023-10-06,Transfer,2023-07-28 00:00:00,0.124639359,7.8410784,13.77231754,0.382448357,57022.15362
1100,41,Other,Palmertown,Low,Medical secretary,Master,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,78,2,TRUE,FALSE,0.186510996,6,8,424,417.6572338,176808,2021-03-05,2023-01-19,3.165576484,4.027218498,2.398003159,3,0,2021-08-13,19,0.579888815,4.425894604,Positive,Mobile Deposit,,Low,32.91975851,275.5617838,541225,1.994427198,2021-10-18,Debit,2021-03-05 00:00:00,0.094708002,7.362083913,6.963164696,0.428383587,61956.78296
1101,77,M,Buckburgh,High,Water quality scientist,Master,Single,3,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,38,8,TRUE,FALSE,0.956982901,12,8,519,522.4986855,270918,2021-05-05,2023-08-12,1.231757823,2.503010023,3.03824119,4,16,2021-09-03,12,0.714266859,2.606591197,Negative,Investment Analytics,App Issues,Medium,84.09237694,671.051095,630265,4.560451119,2023-09-10,Transfer,2021-05-05 00:00:00,0.219762873,8.42868898,8.581645179,0.153350563,1601.301198
1102,62,F,East Johnnyport,Medium,"Engineer, site",Master,Single,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,5,TRUE,TRUE,0.801648952,6,7,894,968.8273818,865392,2023-09-08,2021-03-25,2.772614765,1.267859854,1.957145479,8,89,2023-06-30,5,0.958587899,1.827310048,Negative,Investment Analytics,Fees,Low,11.59502505,305.0324968,735974,17.79709235,2023-10-06,Credit,2023-09-08 00:00:00,0.664053151,5.059595339,10.02987925,0.622187749,11221.00344
1103,20,Other,Rodneyfurt,Medium,Personnel officer,High School,Married,2,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,83,3,FALSE,FALSE,0.840901264,3,6,685,434.4960554,297290,2023-04-03,2023-01-19,1.825573808,3.147458238,4.441817395,8,-43,2023-06-05,14,0.885791436,4.866387617,Positive,Investment Analytics,App Issues,High,94.95520931,167.7463878,464247,12.96067552,2023-04-05,Debit,2023-04-03 00:00:00,0.032424129,8.908585658,8.203630323,0.285591897,47493.49887
1104,54,M,Stephenborough,High,Publishing copy,Bachelor,Divorced,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,26,9,TRUE,TRUE,0.297791291,11,9,517,792.4280859,409464,2023-05-24,2023-01-21,4.992644362,3.930199398,3.352372181,3,85,2023-10-08,17,0.926629167,3.611903911,Positive,,Customer Service,Low,99.01474373,666.1949519,212726,27.27362887,2023-12-19,Transfer,2023-05-24 00:00:00,0.651124141,6.233946458,18.23358855,0.234435316,87895.79663
1105,60,F,Turnerhaven,Medium,"Scientist, water quality",Master,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,2,TRUE,FALSE,0.856758699,17,2,808,449.3956645,362792,2021-08-10,2021-12-25,1.496002455,2.327171362,3.980810717,4,-4,2022-06-23,5,0.867908408,4.68311102,Neutral,International Transfers,Transaction Delays,High,2.824251276,543.9400687,251981,19.95383696,2022-09-01,Debit,2021-08-10 00:00:00,0.258228362,0.785865661,1.546366166,0.252365722,84892.66262
1106,57,M,Silvatown,Medium,Chief Strategy Officer,PhD,Married,4,Referral,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,46,7,TRUE,FALSE,0.590783925,12,2,277,235.3637992,65095,2023-10-02,2021-05-18,2.224830848,4.154673817,1.601632124,3,57,2021-06-27,17,0.984817925,1.981759866,Negative,,Transaction Delays,Medium,14.96068482,333.1331592,722676,17.85046387,2023-12-06,Credit,2023-10-02 00:00:00,0.106243723,8.889877463,6.863271101,0.412287489,34911.43342
1107,72,Other,Annaport,Medium,Field seismologist,PhD,Divorced,2,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,51,8,FALSE,TRUE,0.056731337,18,6,674,936.9656785,630864,2023-06-28,2022-02-24,3.713081661,2.317483925,3.260229143,8,26,2021-10-08,1,0.870366855,3.597146666,Neutral,International Transfers,Fees,Low,53.76705963,518.4830287,773978,21.7219352,2023-12-10,Transfer,2023-06-28 00:00:00,0.378326657,3.816713596,4.959775604,0.047885992,51500.05646
1108,56,M,Gabriellefort,Medium,Physiological scientist,PhD,Divorced,5,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,68,2,FALSE,TRUE,0.153261438,2,3,432,714.9334661,308448,2021-05-31,2021-10-11,1.893471979,1.675488376,2.206137284,3,25,2022-07-25,16,0.895445756,2.729404422,Negative,,App Issues,Medium,56.593996,202.4607659,167527,15.4179858,2022-08-05,Transfer,2021-05-31 00:00:00,0.465051252,1.826999587,4.704447883,0.116822744,59339.27903
1109,32,Other,West Vanessamouth,High,Product/process development scientist,Bachelor,Widowed,3,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,65,1,FALSE,TRUE,0.445962585,13,7,918,864.9018039,793152,2021-06-15,2022-11-17,1.448927047,4.195599157,1.10216096,10,46,2021-08-27,12,0.906602208,1.170892406,Negative,Budgeting Tools,App Issues,Medium,59.11558518,566.9050633,562401,14.4271591,2023-11-13,Debit,2021-06-15 00:00:00,0.259626412,8.247024164,4.269748334,0.450989848,29782.60254
1110,21,M,Joseport,Premium,Investment analyst,Master,Married,2,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,3,FALSE,TRUE,0.393784973,15,0,91,124.9255918,11284,2022-10-22,2022-05-04,2.543654122,1.534658585,3.914357927,3,-59,2022-12-26,18,0.844254193,2.897845109,Positive,Budgeting Tools,App Issues,Low,8.532594342,683.9412089,94343,29.36027569,2023-01-22,Transfer,2022-10-22 00:00:00,0.810673434,9.224489112,14.40134595,0.496864464,11619.77874
1111,42,F,East Zachary,High,Armed forces technical officer,PhD,Divorced,7,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,8,TRUE,FALSE,0.795278533,1,0,764,707.8554161,540148,2021-10-31,2021-08-21,4.581833668,1.977115258,4.916521431,6,-50,2021-06-11,19,0.60202966,2.377949937,Negative,Mobile Deposit,,High,84.5239122,477.6568533,806763,26.97699774,2022-07-24,Transfer,2021-10-31 00:00:00,0.458058837,5.196319052,6.325620398,0.847940399,71611.62488
1112,30,Other,North Linda,High,"Administrator, sports",Bachelor,Widowed,7,Referral,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,44,4,FALSE,FALSE,0.873669411,19,6,61,644.0002686,39284,2021-05-15,2023-09-07,3.308718758,4.413586592,3.911436378,3,10,2022-04-01,14,0.98551346,1.350604877,Positive,Mobile Deposit,Transaction Delays,Medium,86.1531261,167.2843509,51921,5.361632504,2021-06-25,Debit,2021-05-15 00:00:00,0.346169548,6.363890856,15.42591591,0.733411071,41341.99973
1113,50,Other,Guerreroberg,Medium,Web designer,PhD,Divorced,1,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,5,FALSE,FALSE,0.864930474,0,8,714,489.1324643,349146,2021-09-16,2022-03-06,3.982857421,3.091523882,1.336209937,5,-42,2021-06-02,3,0.740411797,3.998770292,Neutral,International Transfers,,Low,79.60443252,743.4359391,522835,6.111811926,2023-12-01,Credit,2021-09-16 00:00:00,0.941654244,4.171294347,11.38063671,0.488799344,49425.71961
1114,33,Other,Lake Tylerport,High,Geographical information systems officer,Master,Divorced,7,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,70,9,FALSE,FALSE,0.375289118,13,1,335,150.6751027,50250,2022-07-18,2022-04-07,2.140059807,1.616864762,3.519982522,4,50,2022-11-01,18,0.914676886,3.196689646,Positive,Budgeting Tools,App Issues,Low,72.6640305,944.6853867,933030,7.936682276,2023-12-24,Transfer,2022-07-18 00:00:00,0.240055354,8.4513398,7.536640957,0.045198469,76559.42226
1115,59,M,Rebeccafurt,Premium,Dealer,Master,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,4,TRUE,TRUE,0.635774553,3,4,631,420.6321345,265020,2022-10-28,2022-10-19,4.571716739,3.462518335,4.314956066,1,-57,2021-11-17,12,0.89943394,1.133486088,Negative,,App Issues,High,3.064557892,474.3284887,4407,21.90871329,2023-06-12,Debit,2022-10-28 00:00:00,0.241151898,9.834709992,8.842997634,0.726299313,9983.279953
1116,83,M,Doyleshire,Medium,Clinical embryologist,Master,Married,5,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,71,9,TRUE,TRUE,0.497091245,4,1,899,621.5098969,558279,2023-02-20,2022-12-24,3.243077917,3.343785733,1.645215986,7,4,2023-11-05,12,0.713769332,1.972450402,Neutral,Mobile Deposit,Transaction Delays,Medium,83.23197702,977.854894,443107,28.07661249,2023-04-13,Transfer,2023-02-20 00:00:00,0.949709801,0.490758602,6.28291216,0.551414918,19703.97994
1117,72,F,West Jessica,Medium,Herpetologist,Master,Widowed,5,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,90,6,TRUE,FALSE,0.88891925,6,8,623,680.6976903,423640,2023-12-23,2022-07-02,2.415552156,3.205027997,4.923517401,6,0,2022-11-18,12,0.919802089,4.870530233,Negative,,,High,1.725585824,70.69484139,272000,3.760639325,2023-12-23,Debit,2023-12-23 00:00:00,0.735195279,2.565459524,4.824568135,0.883447618,34595.56015
1118,59,Other,Lake Amanda,High,Chartered loss adjuster,Master,Married,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,7,FALSE,FALSE,0.888971915,10,8,205,125.8112654,25625,2022-08-27,2023-10-29,3.620401975,2.362186373,3.4944758,1,30,2022-07-20,5,0.624163907,3.879426301,Neutral,Investment Analytics,Transaction Delays,High,17.97994273,987.9037765,439131,29.85120865,2022-08-28,Debit,2022-08-27 00:00:00,0.086774023,8.688962263,10.59172147,0.325880106,43661.57677
1119,51,Other,Knoxstad,High,Animal technologist,PhD,Divorced,5,Online,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,23,8,TRUE,TRUE,0.053872249,11,0,474,449.3867445,212826,2023-07-19,2023-05-17,2.627795611,2.626663591,4.928236581,10,-26,2023-07-18,0,0.677249238,4.696078715,Positive,International Transfers,,Medium,13.38960191,647.7486345,912874,9.724732035,2023-12-29,Transfer,2023-07-19 00:00:00,0.58168304,6.689920549,9.366431665,0.151744053,94211.58805
1120,47,M,Meganside,Medium,Manufacturing systems engineer,Master,Widowed,3,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,35,1,TRUE,FALSE,0.572140149,7,6,56,431.2633,24136,2023-11-02,2022-07-22,2.108956592,4.043715833,3.520657159,4,80,2023-11-17,14,0.614511048,3.231085543,Positive,Budgeting Tools,Fees,High,71.97350777,952.7399093,825011,10.3214049,2023-12-24,Debit,2023-11-02 00:00:00,0.526281745,5.187316529,4.858344908,0.488642547,9287.553759
1121,30,M,West Connor,Medium,"Editor, film/video",PhD,Single,7,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,4,9,FALSE,FALSE,0.503466297,6,0,193,788.3820534,152084,2023-06-01,2021-04-22,4.067093373,4.705076137,3.67479357,9,-54,2021-06-01,17,0.528648909,4.314537332,Positive,Budgeting Tools,Customer Service,Medium,17.68761081,190.057069,536406,15.99904926,2023-09-14,Credit,2023-06-01 00:00:00,0.270296984,0.418257991,19.48905069,0.245819807,77696.32901
1122,30,F,Lake Jonathan,High,"Programmer, multimedia",Master,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,2,TRUE,TRUE,0.770392154,2,6,879,50.79660049,43950,2021-07-23,2021-05-10,1.430960795,3.311834888,4.038350948,7,70,2022-10-07,5,0.617408088,3.036636492,Positive,International Transfers,Transaction Delays,High,62.00717254,482.5722217,563502,2.898273549,2022-09-14,Credit,2021-07-23 00:00:00,0.924145242,5.326117614,5.728666892,0.929049565,38559.29515
1123,35,F,Lake Rachel,Medium,Music therapist,PhD,Widowed,6,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,19,3,TRUE,TRUE,0.195808061,1,7,585,787.6345151,460395,2021-08-23,2023-02-03,3.65563025,4.72974043,4.21526785,3,-9,2021-03-20,6,0.824304506,2.945201787,Negative,Investment Analytics,Customer Service,Medium,14.56376083,977.5388271,623245,27.69651731,2023-02-28,Credit,2021-08-23 00:00:00,0.628998677,2.775729625,2.454018185,0.921644623,80767.93653
1124,49,M,East Michaelport,High,Warden/ranger,Master,Divorced,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,52,1,FALSE,TRUE,0.6949983,17,0,679,785.6885015,533015,2022-03-17,2022-12-09,3.101585916,1.703250841,4.513639353,7,-15,2023-06-07,9,0.88079159,1.794385426,Negative,,Customer Service,Low,68.84137374,396.3666842,573418,0.58198911,2023-11-20,Debit,2022-03-17 00:00:00,0.619131257,0.969023846,8.058886675,0.596080844,43034.04455
1125,56,Other,Frenchmouth,Medium,Seismic interpreter,PhD,Widowed,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,39,3,TRUE,TRUE,0.738609701,9,2,26,700.1225762,18200,2023-05-31,2023-07-16,3.054265245,2.160274274,4.008314247,1,-86,2021-07-25,10,0.675707418,4.153043557,Positive,,App Issues,Medium,90.03021692,685.7241898,668888,0.211950927,2023-06-15,Credit,2023-05-31 00:00:00,0.984893184,0.874250773,2.706505698,0.948800723,27023.29162
1126,63,F,Jorgeport,Premium,Community development worker,Master,Married,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,97,2,TRUE,FALSE,0.026746016,18,9,274,900.7560095,246600,2023-07-14,2023-09-23,2.37000001,4.343634474,2.837795538,5,-39,2023-12-04,7,0.868720705,3.044273039,Positive,International Transfers,Transaction Delays,Medium,77.44498458,198.2815143,59234,29.11541718,2023-09-21,Transfer,2023-07-14 00:00:00,0.770795466,8.580583674,18.70896981,0.073025285,18429.22765
1127,46,M,Yorkfort,Medium,"Therapist, art",Bachelor,Single,5,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,49,7,TRUE,FALSE,0.431268303,14,4,328,470.5170117,154160,2022-04-13,2023-10-24,2.100070192,4.85290248,2.015421998,1,18,2022-10-13,0,0.503525714,1.735970114,Positive,Investment Analytics,Fees,Low,29.98959876,857.7347607,660332,12.05593786,2022-07-24,Debit,2022-04-13 00:00:00,0.450392548,6.934656265,16.84478427,0.36559936,18128.65594
1128,79,M,Port Cynthiashire,Medium,"Scientist, research (physical sciences)",PhD,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,73,7,TRUE,FALSE,0.97894655,16,9,15,105.1295263,1575,2023-04-28,2023-12-15,3.761181564,4.561714833,2.588547181,4,-67,2022-01-25,15,0.879552598,2.766719379,Neutral,Mobile Deposit,App Issues,Low,72.55056684,271.0521104,745341,7.435485353,2023-08-30,Transfer,2023-04-28 00:00:00,0.526971863,9.809206294,4.886908922,0.772195538,71904.63093
1129,79,Other,South Pamelahaven,Low,Public librarian,Bachelor,Single,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,6,FALSE,FALSE,0.300604513,18,6,814,338.1852767,275132,2022-11-26,2021-09-09,4.243462485,2.965655491,4.679455024,2,59,2021-03-14,12,0.919875399,2.886441746,Negative,International Transfers,,Medium,99.47008891,162.9375453,727236,8.288508319,2023-02-03,Transfer,2022-11-26 00:00:00,0.437939199,1.225173283,3.367080653,0.459461567,15676.78771
1130,74,M,Port Erinhaven,Low,"Surveyor, mining",PhD,Married,3,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,97,4,FALSE,FALSE,0.884532197,2,4,278,615.1368845,170970,2023-07-18,2023-08-21,2.544984246,4.243398588,4.452239566,10,91,2021-01-17,16,0.996006152,1.144393091,Positive,International Transfers,App Issues,High,67.33245989,555.211833,770899,14.80810346,2023-12-02,Transfer,2023-07-18 00:00:00,0.925903334,5.82140094,8.552728416,0.808799518,72570.81529
1131,33,M,Robertberg,High,Best boy,PhD,Widowed,7,Branch,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,34,3,TRUE,FALSE,0.586890014,12,2,934,329.6667661,307286,2023-03-28,2023-12-26,1.576831649,1.80453837,2.449222596,2,-98,2022-05-19,15,0.947234138,3.945229726,Neutral,Budgeting Tools,,High,13.60141546,254.5936093,48363,26.84309783,2023-06-08,Credit,2023-03-28 00:00:00,0.961816518,8.483218289,10.19039794,0.100029942,12851.19625
1132,73,F,East Matthew,Medium,Trade union research officer,PhD,Single,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,7,TRUE,TRUE,0.296544289,1,7,814,636.6180948,517704,2023-05-02,2023-12-28,1.08598383,2.269146202,2.693046266,6,-35,2021-10-08,15,0.845622537,1.080446067,Negative,,Customer Service,High,56.61438314,767.8017133,907580,22.40745419,2023-05-03,Transfer,2023-05-02 00:00:00,0.888103555,9.76608228,9.270080144,0.172929764,66298.16961
1133,27,M,Thomasburgh,Medium,"Conservator, museum/gallery",High School,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,36,3,FALSE,TRUE,0.835987085,14,5,516,53.18691388,27348,2021-07-14,2022-08-22,3.319000341,4.994268895,2.176972336,8,95,2023-02-10,7,0.673490124,3.227856942,Negative,Mobile Deposit,,High,41.95091154,840.3272868,809344,5.196783216,2022-11-09,Transfer,2021-07-14 00:00:00,0.001717844,7.338815664,14.38874272,0.858874739,90433.26822
1134,47,M,South Marvinburgh,Low,Purchasing manager,Master,Married,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,9,TRUE,FALSE,0.990661708,16,0,21,79.63860321,1659,2022-10-03,2023-07-15,2.000103835,1.714521465,3.488148187,9,27,2022-03-27,12,0.64222581,3.581830375,Neutral,Mobile Deposit,App Issues,Low,20.13530952,523.9532849,558663,10.26534307,2023-04-29,Transfer,2022-10-03 00:00:00,0.901301467,7.869926725,16.82597726,0.097755004,58113.1535
1135,42,F,Cynthiatown,High,Accounting technician,Bachelor,Divorced,4,Referral,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,37,8,TRUE,TRUE,0.742005825,0,6,976,20.41075837,19520,2023-05-25,2023-01-24,2.651578203,1.970328426,2.440163407,6,51,2022-02-05,12,0.558463232,1.17522443,Neutral,Mobile Deposit,,High,19.07847166,30.97144625,602620,12.72783267,2023-07-07,Credit,2023-05-25 00:00:00,0.117606853,5.587037351,3.505067119,0.148813675,25080.23365
1136,22,Other,Hillburgh,High,Glass blower/designer,Bachelor,Married,2,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,86,7,FALSE,TRUE,0.061293922,13,8,46,976.1992663,44896,2022-10-03,2021-05-15,3.229104222,3.891336207,4.213898964,3,57,2022-06-28,16,0.643442173,2.299806332,Negative,Budgeting Tools,App Issues,Low,80.61562728,395.8602082,880170,29.672567,2023-01-09,Credit,2022-10-03 00:00:00,0.516933318,4.318699821,11.30907792,0.164664763,75173.1484
1137,82,Other,South Kristen,Low,Media planner,PhD,Single,2,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,84,2,TRUE,TRUE,0.052410601,0,0,89,269.0260267,23941,2022-06-07,2022-01-21,3.894299355,3.676328482,2.904178704,3,-58,2023-08-21,7,0.652602862,4.080494706,Neutral,Investment Analytics,App Issues,High,16.56706019,38.94753183,98454,23.369609,2023-11-02,Debit,2022-06-07 00:00:00,0.073258247,3.848257337,12.35650145,0.760990685,84687.42366
1138,66,F,East Christinachester,High,"Conservation officer, nature",Bachelor,Single,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,3,TRUE,TRUE,0.491555539,10,6,791,797.5977804,630427,2023-02-06,2023-07-27,2.694169515,3.872221185,1.880489634,3,-36,2021-11-07,9,0.85686141,1.574711341,Negative,Mobile Deposit,Customer Service,Medium,95.15220184,900.2679783,575094,14.70219083,2023-04-03,Credit,2023-02-06 00:00:00,0.379916415,4.695596143,5.564230138,0.362017758,88130.13144
1139,20,F,Pattersonfort,High,Farm manager,Bachelor,Single,3,Referral,New,FALSE,FALSE,FALSE,FALSE,TRUE,1,64,8,TRUE,TRUE,0.006066927,2,1,508,887.9759429,450596,2021-11-09,2021-06-28,3.810138076,4.800434815,2.783035376,3,-18,2023-09-20,19,0.863195643,2.976528718,Negative,,Customer Service,Medium,93.5843223,280.8892254,23020,7.424737991,2022-03-13,Transfer,2021-11-09 00:00:00,0.0312655,7.722788605,5.88156507,0.543272558,38458.80162
1140,62,Other,Smithside,High,"Scientist, audiological",Bachelor,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,3,FALSE,TRUE,0.67594844,12,0,273,166.0332275,45318,2023-08-30,2021-06-14,4.65420708,1.47908127,3.940791791,9,-73,2022-01-19,7,0.760520398,1.455109156,Positive,Mobile Deposit,App Issues,High,89.28718378,974.4633496,16754,4.684414988,2023-10-13,Transfer,2023-08-30 00:00:00,0.804548527,6.030250995,13.23760671,0.290963206,24381.18394
1141,31,Other,Lake Nathan,Medium,Secretary/administrator,Bachelor,Divorced,1,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,2,8,TRUE,TRUE,0.016302324,8,0,96,207.1305128,19872,2021-05-18,2023-03-12,2.109390817,3.311424577,2.814974867,4,79,2023-10-15,5,0.886094433,4.841253317,Negative,,Transaction Delays,Medium,19.18611254,304.1688616,329948,5.135036614,2023-10-26,Transfer,2021-05-18 00:00:00,0.611705626,2.475392558,3.088572506,0.612807978,68495.44195
1142,47,Other,West Katherinehaven,High,"Surveyor, insurance",High School,Single,2,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,58,4,FALSE,TRUE,0.973065061,14,2,752,388.5358292,291776,2021-07-06,2022-01-02,3.787758433,2.028417115,3.288292334,7,-85,2022-08-02,7,0.671075011,1.926125228,Positive,Budgeting Tools,Customer Service,Low,39.58443841,441.9453197,404650,9.992419222,2023-09-25,Credit,2021-07-06 00:00:00,0.06333874,7.289445847,6.918610253,0.286788496,29983.58167
1143,35,Other,North Erica,Medium,Magazine features editor,PhD,Single,1,Marketing,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,99,5,TRUE,TRUE,0.880632482,8,0,66,509.0227453,33594,2021-06-24,2022-08-14,2.215917156,2.577067142,4.656253997,2,48,2021-09-27,15,0.735371364,2.760189595,Neutral,,Transaction Delays,Medium,49.06652626,18.81091165,660847,15.82873256,2023-04-30,Credit,2021-06-24 00:00:00,0.405708746,6.056446099,4.529736157,0.978650378,3255.438027
1144,79,Other,East Heather,Medium,Operational investment banker,Bachelor,Single,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,97,9,TRUE,TRUE,0.815378361,6,9,897,539.3948757,483483,2021-07-10,2021-06-07,1.271883405,2.297003538,3.852096003,7,-51,2022-02-11,11,0.524162076,2.689403735,Negative,,Fees,Low,70.79274744,960.0788398,155952,5.116657011,2021-12-22,Debit,2021-07-10 00:00:00,0.833406804,6.273018321,11.58712634,0.747794178,1138.043452
1145,54,F,Larryville,Medium,"Designer, textile",High School,Married,3,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,29,2,FALSE,TRUE,0.812412163,6,1,751,391.8270112,293641,2023-06-04,2021-08-12,1.331009501,4.722808173,4.987350716,7,68,2021-07-01,18,0.768298014,3.397672591,Negative,Mobile Deposit,Transaction Delays,Medium,28.38828282,502.6769905,492662,22.05135759,2023-07-09,Debit,2023-06-04 00:00:00,0.599565574,6.476749393,17.29740292,0.855149231,34158.6529
1146,42,M,Gordonport,Medium,"Copywriter, advertising",High School,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,94,3,TRUE,TRUE,0.834375087,1,6,969,590.3657102,571710,2021-07-17,2021-12-04,3.809449264,4.785426677,1.306277792,4,22,2023-11-24,18,0.693824208,2.312267317,Neutral,Budgeting Tools,Fees,Medium,14.82408264,135.3098793,599305,28.06576741,2022-03-08,Credit,2021-07-17 00:00:00,0.581523733,3.497817307,5.876087522,0.352422471,26549.69915
1147,65,Other,North Madison,Low,Lawyer,PhD,Married,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,93,1,FALSE,FALSE,0.434255981,1,7,493,738.724221,363834,2023-02-03,2022-07-20,1.597151001,2.992891435,4.00155551,4,-69,2022-03-15,1,0.533258042,2.920700922,Negative,Budgeting Tools,App Issues,Medium,62.91717784,826.8008771,166288,15.82042249,2023-04-17,Credit,2023-02-03 00:00:00,0.460839447,1.083467197,5.652726119,0.177656249,62868.65651
1148,82,Other,Stacymouth,Premium,"Surveyor, hydrographic",Master,Single,6,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,15,8,FALSE,FALSE,0.791856659,0,2,218,703.1213383,153254,2021-09-24,2021-08-18,4.98610913,3.915207822,3.930781106,5,-36,2021-01-07,8,0.546435794,4.688474293,Positive,,Customer Service,Medium,55.17235472,287.2574773,866574,10.9608,2023-04-12,Debit,2021-09-24 00:00:00,0.474950422,6.599191724,6.277610033,0.408720735,87423.34878
1149,70,M,Ryanberg,Medium,Phytotherapist,Master,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,28,9,FALSE,FALSE,0.367150313,17,6,433,39.90594326,16887,2021-05-03,2021-10-31,3.174379902,1.845823024,1.43547707,1,21,2023-06-09,17,0.828719211,1.230812222,Negative,International Transfers,,Low,51.45465823,19.74198276,677402,20.96886672,2021-10-01,Credit,2021-05-03 00:00:00,0.894995495,6.114352513,17.49207672,0.393940872,16464.02688
1150,32,M,Wendyfort,Medium,Pension scheme manager,Master,Widowed,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,9,TRUE,TRUE,0.848386363,15,6,291,597.3634602,173727,2022-11-07,2023-10-14,2.249973466,2.351972674,4.863754569,6,-35,2021-05-18,19,0.871706416,1.059163129,Negative,Mobile Deposit,Fees,Medium,7.323734959,677.4612353,192068,20.71664346,2023-02-07,Credit,2022-11-07 00:00:00,0.598390487,6.521179599,3.909324494,0.969072954,97590.21479
1151,66,M,Karenburgh,Medium,Barrister,Bachelor,Widowed,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,3,FALSE,TRUE,0.617966211,9,9,60,715.4989505,42900,2021-09-08,2021-11-05,3.420993575,3.632894344,4.380948604,7,12,2023-10-02,3,0.549188514,4.989729664,Neutral,Investment Analytics,Transaction Delays,Medium,55.96924096,265.3754447,620874,24.48495697,2022-03-06,Transfer,2021-09-08 00:00:00,0.906698164,8.011987645,1.418490972,0.076787739,46924.21372
1152,29,M,Smithbury,Medium,"Journalist, broadcasting",PhD,Married,4,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,73,5,TRUE,FALSE,0.358345025,15,3,262,208.6660203,54496,2023-04-22,2022-02-23,1.360426657,3.689908516,3.046678592,4,-41,2022-03-04,2,0.887437747,2.870523677,Negative,Budgeting Tools,Fees,High,22.75101823,958.0218068,719007,27.99284473,2023-09-11,Transfer,2023-04-22 00:00:00,0.789540888,2.85624674,0.381476522,0.961829623,59171.44049
1153,76,M,East Jessica,Medium,Television production assistant,Master,Divorced,3,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,87,9,FALSE,FALSE,0.745473166,12,0,886,607.5835804,537802,2022-12-26,2023-12-03,1.211283682,4.635852933,1.881778898,8,58,2021-12-31,10,0.931780549,2.329285263,Neutral,,Fees,Medium,42.00079671,182.5444903,753847,10.25812782,2023-03-15,Transfer,2022-12-26 00:00:00,0.774564885,8.598225202,14.62854362,0.854465384,63387.93109
1154,54,M,North Michael,Medium,Risk manager,Bachelor,Divorced,7,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,99,5,FALSE,FALSE,0.242824285,1,3,425,119.717642,50575,2023-05-17,2021-02-16,3.148333832,4.017822645,1.745700514,7,45,2021-03-21,8,0.783065786,1.864042169,Negative,International Transfers,Transaction Delays,Medium,35.66379445,287.7918561,286283,3.901846033,2023-07-28,Transfer,2023-05-17 00:00:00,0.809486179,8.27287511,5.937327076,0.111079882,1810.651311
1155,78,F,South Nancyview,Low,Pathologist,PhD,Married,6,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,23,1,FALSE,FALSE,0.964663939,1,0,201,668.2993236,134268,2021-04-16,2022-08-24,1.717337016,4.370700114,1.510571168,10,9,2023-05-07,16,0.744364348,3.719191876,Neutral,Investment Analytics,Fees,Low,57.18304485,573.2716733,488677,27.16864488,2021-04-29,Credit,2021-04-16 00:00:00,0.86848793,9.109332847,17.40545326,0.800028372,18702.43537
1156,60,M,New Virginiaville,Medium,"Production assistant, television",Bachelor,Widowed,1,Branch,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,6,1,TRUE,TRUE,0.664745156,9,9,596,624.2037012,371904,2022-08-13,2023-05-04,1.29021557,4.293477367,1.773976588,1,6,2022-06-23,0,0.730031624,3.504841328,Neutral,,App Issues,Low,36.69225444,937.3995982,393355,5.503511938,2023-05-14,Debit,2022-08-13 00:00:00,0.099415261,2.284887033,12.67831966,0.937256103,3987.226148
1157,56,M,North Hannahchester,Medium,Solicitor,Master,Married,3,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,48,4,TRUE,FALSE,0.401202078,11,3,945,248.5490766,234360,2022-10-02,2021-09-28,3.511713873,2.085144603,4.698841197,9,44,2023-02-18,16,0.648328675,2.048648149,Neutral,,Transaction Delays,Medium,51.8047161,348.0019345,916961,10.6254708,2023-02-21,Transfer,2022-10-02 00:00:00,0.21303583,4.279055189,1.049249096,0.31963351,44722.79309
1158,73,F,Jamesside,Low,Private music teacher,Master,Divorced,6,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,62,7,FALSE,TRUE,0.550728184,4,4,538,876.5728251,471288,2022-12-22,2023-08-29,2.795726967,4.254549989,3.539608743,9,11,2022-04-26,4,0.948565342,1.972512641,Negative,,Customer Service,Medium,87.33596858,476.1685802,983505,12.64987867,2023-08-20,Transfer,2022-12-22 00:00:00,0.391207922,9.341507699,13.55415773,0.412052778,20818.21731
1159,80,M,Thomasberg,High,Health service manager,High School,Married,3,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,45,7,FALSE,FALSE,0.737568151,7,8,233,808.5152367,188264,2021-08-01,2022-12-12,2.988319372,1.825366139,1.498743108,1,-93,2022-12-16,17,0.934374753,4.331089407,Negative,Investment Analytics,,Medium,78.76284491,104.290217,949680,25.79304786,2022-07-01,Transfer,2021-08-01 00:00:00,0.442165996,6.529981952,0.038008182,0.40941272,73783.87978
1160,63,Other,Lake Gina,High,Hydrogeologist,High School,Widowed,5,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,47,7,FALSE,TRUE,0.797322148,16,6,162,741.6166315,120042,2023-11-06,2023-05-11,4.057352114,1.050407422,4.686571544,8,-91,2023-09-19,5,0.755771032,3.956120786,Positive,,,Low,89.03485952,106.6640923,682186,17.52888636,2023-12-31,Transfer,2023-11-06 00:00:00,0.054823441,6.450652476,9.809190254,0.770904228,9136.416322
1161,28,Other,West Robertville,High,Diplomatic Services operational officer,PhD,Divorced,7,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,24,6,TRUE,FALSE,0.974958697,8,8,751,464.9616293,348464,2022-03-12,2023-06-29,3.75230571,3.463115623,1.21515139,1,87,2023-12-23,18,0.62121726,4.055619153,Positive,,Fees,High,78.16192358,837.1552952,217924,17.935096,2022-08-18,Credit,2022-03-12 00:00:00,0.384787832,0.454587456,10.34640027,0.32605258,64464.38081
1162,79,M,Cindyberg,Medium,Corporate investment banker,Bachelor,Divorced,6,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,42,1,TRUE,TRUE,0.20895744,14,8,586,234.6233666,137124,2021-11-13,2021-02-13,4.221943252,2.457502434,2.636336217,8,-46,2022-01-04,15,0.955129172,2.822884239,Negative,Investment Analytics,,High,41.47529397,263.2126956,651144,23.11503517,2023-05-05,Debit,2021-11-13 00:00:00,0.536942997,0.782082092,3.34872196,0.502897687,16616.97333
1163,42,F,Rivasville,Medium,"Research officer, government",Bachelor,Single,3,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,54,3,TRUE,FALSE,0.504438677,12,7,222,784.3580425,174048,2023-09-15,2022-08-21,1.353717774,3.680039568,3.970504545,1,-4,2022-09-07,9,0.865684352,2.240546811,Neutral,Budgeting Tools,Transaction Delays,Low,60.09087722,696.4165775,752429,29.94581391,2023-10-09,Credit,2023-09-15 00:00:00,0.899879755,2.053140658,5.760655976,0.242048529,17661.22407
1164,69,Other,West Danielville,Premium,Leisure centre manager,Master,Single,7,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,33,5,TRUE,FALSE,0.091457703,13,1,260,222.4033781,57720,2022-04-05,2022-01-23,1.329004115,1.889196296,4.28794334,10,-41,2022-04-20,16,0.911415596,2.99127952,Positive,,Transaction Delays,Low,65.04969116,159.8009454,750651,28.93212372,2023-04-06,Transfer,2022-04-05 00:00:00,0.329567992,3.878940251,7.629298406,0.924533611,94179.35891
1165,21,F,Gonzalezborough,Low,"Sales professional, IT",Master,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,64,4,TRUE,FALSE,0.082274125,7,4,359,492.0660775,176628,2021-08-10,2021-05-09,3.308416811,2.002108227,4.372403805,10,-21,2022-08-22,6,0.91385795,3.375103485,Negative,,Customer Service,Low,60.926413,313.4835059,961300,3.919260276,2023-04-22,Transfer,2021-08-10 00:00:00,0.755950871,2.811164341,1.257154748,0.911327095,83652.67151
1166,76,Other,Marieborough,Low,Leisure centre manager,PhD,Divorced,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,27,4,TRUE,FALSE,0.104332626,16,3,226,384.9090484,86784,2022-12-19,2021-02-15,4.691586993,4.59821852,4.780729849,2,51,2023-09-21,3,0.59444854,3.890399255,Positive,,Transaction Delays,Low,64.11262324,627.577935,483545,29.53648589,2023-10-17,Transfer,2022-12-19 00:00:00,0.889965924,9.744402686,5.646023631,0.512757771,44390.75009
1167,37,M,Jadeport,Low,Health service manager,High School,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,9,FALSE,FALSE,0.259503752,10,0,265,209.9793762,55385,2023-01-23,2022-04-21,3.984688005,3.659211789,2.071528036,3,11,2023-10-01,14,0.527026572,2.837493935,Neutral,Investment Analytics,,High,63.81903025,71.16842021,105357,21.73102456,2023-11-23,Debit,2023-01-23 00:00:00,0.284583749,2.610657083,7.046715149,0.888462635,44408.63877
1168,80,F,North Amy,Low,Special educational needs teacher,Master,Widowed,1,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,28,7,FALSE,FALSE,0.696334564,7,5,69,618.4861213,42642,2021-08-24,2023-12-01,3.805386146,1.356875672,2.529932754,10,-96,2023-03-15,11,0.752616326,3.780328642,Neutral,Mobile Deposit,App Issues,Low,68.40343355,338.3137705,300942,19.08774379,2022-06-24,Credit,2021-08-24 00:00:00,0.535303864,6.28451936,17.7362463,0.555777516,90423.62951
1169,71,F,Lake Sarah,Low,"Librarian, academic",Bachelor,Divorced,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,31,9,FALSE,FALSE,0.861134642,13,4,9,982.2494409,8838,2022-07-25,2022-11-19,2.416021214,2.401372143,3.535643615,4,-25,2023-01-02,15,0.733041081,3.083332435,Neutral,,App Issues,High,69.12643281,320.3053892,581720,11.89531319,2022-08-26,Debit,2022-07-25 00:00:00,0.663977361,5.773814372,13.75002684,0.267351568,54040.91045
1170,74,F,Jimmytown,High,Theatre stage manager,Master,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,68,7,FALSE,TRUE,0.435995618,0,9,281,481.5125491,135161,2022-04-09,2023-04-24,3.276561748,3.601018099,4.506472326,1,95,2023-09-13,18,0.660698874,1.645729416,Positive,Budgeting Tools,Customer Service,Medium,59.24868905,117.6656381,29757,29.76498168,2022-04-10,Credit,2022-04-09 00:00:00,0.551943252,7.124454263,17.01355017,0.400485515,1380.343154
1171,58,Other,North Maryfort,Medium,"Pharmacist, hospital",High School,Divorced,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,3,TRUE,FALSE,0.555203238,11,9,552,504.5367306,278208,2023-05-29,2022-12-04,3.784615664,3.866059596,3.40386602,8,63,2022-08-29,12,0.861685607,1.304633008,Negative,International Transfers,,High,26.5654073,370.0585602,590786,9.465636907,2023-08-06,Credit,2023-05-29 00:00:00,0.274057011,1.078442282,6.726402052,0.655774142,39242.85045
1172,20,Other,North Kimberly,Premium,Medical physicist,Bachelor,Widowed,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,58,4,FALSE,FALSE,0.206367002,19,6,195,379.0093208,73905,2021-02-23,2022-10-31,3.021559481,2.988115862,2.08834754,7,92,2021-07-17,19,0.80336324,3.243464298,Positive,,Customer Service,Low,51.92480467,668.3761801,551201,28.44900185,2021-08-30,Transfer,2021-02-23 00:00:00,0.448347371,8.129513901,19.30253983,0.90668771,15680.53132
1173,23,Other,Lake Jenniferview,Medium,Investment analyst,High School,Single,7,Referral,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,60,9,TRUE,TRUE,0.791081209,9,0,793,235.9988742,186355,2022-07-02,2023-09-23,1.922506874,2.007802232,4.208073449,2,62,2022-03-25,1,0.692621027,2.853953053,Negative,Budgeting Tools,Fees,Medium,48.14759091,801.771001,722094,10.67813734,2022-08-10,Debit,2022-07-02 00:00:00,0.014974813,0.386550669,10.18191472,0.025121809,89658.44526
1174,22,M,South Vanessa,Medium,Visual merchandiser,PhD,Divorced,6,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,51,1,FALSE,TRUE,0.888354113,11,4,307,289.7485281,88723,2021-03-01,2023-12-22,3.715630383,3.676470603,4.607960606,9,-18,2021-08-19,18,0.744095862,2.522794182,Neutral,,App Issues,Low,71.02892264,326.4541078,716445,4.260189109,2022-08-31,Credit,2021-03-01 00:00:00,0.893030804,4.025206268,3.515258983,0.170712932,68224.56713
1175,22,Other,Josephton,Premium,Holiday representative,PhD,Married,5,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,62,3,FALSE,TRUE,0.485596818,18,2,889,877.0633065,779653,2022-01-05,2023-07-01,3.060909383,1.335677018,1.03342575,4,-77,2022-08-12,10,0.769675296,3.28039815,Positive,Investment Analytics,Customer Service,Low,87.16265598,617.9940737,162096,18.8843575,2023-04-13,Debit,2022-01-05 00:00:00,0.4902002,4.607076753,10.27382087,0.889981543,78169.42568
1176,71,M,Port Greggton,High,"Editor, magazine features",High School,Widowed,3,Online,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,25,4,FALSE,TRUE,0.160874274,14,3,146,948.639728,138408,2022-07-14,2023-07-27,1.999789026,4.168360045,1.020270249,6,33,2023-05-10,18,0.97038181,3.803841197,Neutral,,Customer Service,High,87.32530365,87.59750222,777544,26.36733831,2022-11-09,Transfer,2022-07-14 00:00:00,0.535362156,0.855688041,14.50626505,0.203782507,95997.90649
1177,64,F,Michaelmouth,Medium,Retail buyer,Bachelor,Divorced,3,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,76,4,FALSE,FALSE,0.005101654,2,3,494,827.9717614,408538,2022-09-25,2022-09-15,3.111108815,4.023304449,4.815998618,9,-26,2023-07-05,17,0.758903864,1.926224424,Neutral,International Transfers,Fees,High,23.66438669,653.3652017,55565,28.43058306,2023-01-19,Credit,2022-09-25 00:00:00,0.950996151,7.047602327,17.96454296,0.967026168,60362.12135
1178,66,F,Rodgersville,Medium,"Conservation officer, historic buildings",High School,Single,5,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,11,7,FALSE,FALSE,0.536411156,8,5,443,36.18118948,15948,2022-11-27,2021-09-28,2.371492774,2.150752153,3.226012535,1,24,2022-10-29,16,0.827252528,3.18083,Positive,International Transfers,Transaction Delays,Medium,47.95105399,509.2902779,834353,24.57604006,2023-06-05,Debit,2022-11-27 00:00:00,0.802473522,9.410099417,3.754467432,0.179725439,60513.49262
1179,26,M,North Melissaburgh,High,Industrial buyer,Master,Single,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,21,4,FALSE,TRUE,0.497635833,7,3,971,611.7204141,593281,2022-12-20,2022-09-20,1.266951389,1.242973274,1.35309859,3,79,2022-05-22,19,0.955012857,1.877358723,Positive,Budgeting Tools,App Issues,High,87.42028426,585.247605,260831,11.91582649,2023-02-10,Credit,2022-12-20 00:00:00,0.438327442,5.1286917,7.789584227,0.930857596,37835.0246
1180,37,Other,Michaelmouth,Medium,Volunteer coordinator,Master,Single,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,72,8,FALSE,TRUE,0.925808643,9,6,855,553.7797299,472815,2021-01-13,2021-12-18,2.889368739,1.357288923,2.425803699,6,93,2023-05-21,7,0.858382404,3.560971341,Neutral,,Customer Service,High,60.04272779,691.7086725,21113,23.25425359,2021-09-06,Transfer,2021-01-13 00:00:00,0.185148703,1.998215015,10.65692749,0.3290874,78249.22759
1181,78,M,Natalieland,Medium,Commissioning editor,High School,Single,5,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,55,1,TRUE,FALSE,0.036484302,7,2,187,777.0168616,145299,2022-01-07,2022-06-17,4.875267506,2.706520782,3.269048267,7,41,2021-08-26,7,0.772197948,3.223226372,Positive,Mobile Deposit,Fees,Low,70.74800557,799.4272898,145256,0.659915309,2022-09-16,Transfer,2022-01-07 00:00:00,0.58693138,2.08183607,18.71590318,0.975189913,11012.15949
1182,52,F,Lisaburgh,High,Charity fundraiser,Master,Divorced,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,5,3,FALSE,FALSE,0.148951527,15,7,674,782.7542005,527068,2021-10-21,2022-04-10,1.996651354,1.734568883,3.500898526,9,-61,2021-12-27,7,0.700821835,3.800705511,Negative,Budgeting Tools,Fees,Low,74.52700708,36.43640608,621190,5.511349279,2022-10-11,Debit,2021-10-21 00:00:00,0.756324163,1.025094791,4.342981121,0.927896214,2279.11192
1183,67,F,South Ricardomouth,Medium,Phytotherapist,High School,Married,1,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,35,6,FALSE,FALSE,0.197686587,10,1,309,443.7303916,136887,2023-04-01,2023-09-19,2.764036388,2.745970695,1.652661214,4,5,2023-08-10,13,0.556117457,4.342112512,Negative,Mobile Deposit,Transaction Delays,High,8.481696652,76.61125174,867797,17.2026288,2023-04-16,Credit,2023-04-01 00:00:00,0.458967944,9.182873472,16.3798776,0.787168753,72315.90092
1184,79,M,Maryfort,Low,Learning mentor,Master,Widowed,7,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,73,3,FALSE,TRUE,0.547124628,7,1,482,294.6558442,141708,2021-05-23,2023-02-01,4.285805015,1.228563739,4.360203501,7,-23,2022-10-16,2,0.893000806,2.305907314,Negative,,,Medium,41.3851299,739.9095582,400926,8.518473504,2023-09-15,Credit,2021-05-23 00:00:00,0.348551164,8.308687292,0.33072269,0.746067259,84080.83321
1185,34,Other,Banksburgh,Medium,Agricultural engineer,High School,Married,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,8,FALSE,TRUE,0.28473622,17,0,815,106.3302687,86390,2021-10-18,2022-08-14,4.799298261,2.772077491,3.179594446,7,7,2021-08-21,4,0.893594303,4.571167192,Neutral,Budgeting Tools,Fees,Medium,50.52138455,610.9958379,698510,20.20352311,2023-12-19,Debit,2021-10-18 00:00:00,0.796012623,9.108901182,13.36855023,0.731653542,70454.70108
1186,20,Other,East Heatherton,Medium,Copy,Master,Widowed,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,58,7,FALSE,TRUE,0.205679019,6,5,408,615.2089055,250920,2021-03-04,2021-04-07,1.223541763,4.610824064,3.100748403,8,22,2022-12-13,8,0.985967493,1.306494405,Positive,,,Medium,98.61208536,343.4144805,762142,20.64516127,2022-12-07,Debit,2021-03-04 00:00:00,0.01080035,8.569323042,7.187407733,0.665692914,71923.23132
1187,49,M,North Robert,High,Accounting technician,Bachelor,Married,7,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,95,5,TRUE,FALSE,0.514415466,2,5,573,280.8712524,160440,2021-07-07,2021-10-31,3.998728707,3.713130353,3.163635744,5,61,2023-03-27,19,0.755686985,3.542394653,Neutral,,Transaction Delays,Medium,87.46502916,745.3853312,812232,18.47870766,2022-01-21,Transfer,2021-07-07 00:00:00,0.074076527,6.12531967,15.11615591,0.489630141,81924.08351
1188,30,M,Phammouth,Low,Archaeologist,Bachelor,Divorced,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,67,2,FALSE,TRUE,0.040653195,7,5,242,964.992597,233288,2023-12-23,2022-12-25,2.287562442,1.259267494,1.249023326,10,28,2021-09-20,6,0.850941325,2.225131591,Neutral,International Transfers,Customer Service,High,96.85282151,547.4158007,381410,21.18617227,2023-12-28,Transfer,2023-12-23 00:00:00,0.670093292,9.294835521,0.928086248,0.974698059,20545.67139
1189,31,Other,New Noah,High,Archivist,Master,Divorced,4,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,51,5,TRUE,TRUE,0.975242382,4,0,752,56.2805732,42112,2022-03-17,2022-08-06,1.429386301,1.337379672,4.008606616,10,-78,2023-09-18,5,0.98895839,3.989760781,Negative,International Transfers,Customer Service,High,71.19876295,545.9705286,78733,9.330438004,2023-06-13,Credit,2022-03-17 00:00:00,0.091638602,7.431650178,19.74988436,0.259839593,90650.80466
1190,28,F,Cherylberg,Medium,"Designer, furniture",High School,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,67,9,TRUE,FALSE,0.861018617,4,3,569,964.6473669,548516,2023-02-10,2023-07-23,4.022930158,3.030779436,1.322245577,2,-100,2023-09-29,12,0.806114794,1.030772234,Negative,International Transfers,App Issues,Medium,48.75858131,661.1263061,442464,6.527027985,2023-04-25,Credit,2023-02-10 00:00:00,0.641928414,9.180595847,11.80203645,0.818694174,95566.60849
1191,73,M,Knappville,Medium,Information systems manager,Master,Divorced,5,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,76,5,TRUE,TRUE,0.271961332,18,0,706,500.7932486,353000,2023-05-10,2021-12-07,2.883894901,2.054643122,2.853000798,3,-57,2023-04-24,6,0.912279599,4.321975377,Positive,Mobile Deposit,App Issues,Medium,98.45747138,841.7540977,897453,0.317942934,2023-06-21,Credit,2023-05-10 00:00:00,0.141402974,4.052347361,0.708315442,0.13533821,81031.10261
1192,84,Other,Alexanderland,Low,Microbiologist,PhD,Widowed,6,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,79,3,TRUE,FALSE,0.33617018,16,1,333,610.5232477,203130,2023-07-19,2021-11-26,1.828344697,2.766563788,3.356255541,1,8,2022-04-26,7,0.70536222,4.331448075,Neutral,International Transfers,Fees,Medium,62.10177988,274.0749826,237901,19.72372441,2023-12-30,Transfer,2023-07-19 00:00:00,0.762356578,8.852892508,1.609919147,0.565339026,47488.0927
1193,46,Other,Dianatown,High,Event organiser,PhD,Married,6,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,50,7,FALSE,FALSE,0.245898179,13,7,404,587.7002103,237148,2022-11-30,2022-08-08,3.869734571,4.072293822,1.845918461,7,74,2021-03-01,2,0.593205028,2.93389939,Negative,International Transfers,Customer Service,High,55.03365149,993.3283597,961038,17.56258971,2023-08-28,Credit,2022-11-30 00:00:00,0.312056164,7.906529639,9.3072586,0.367283331,51114.58584
1194,26,F,Lake Morgan,Premium,Theatre director,High School,Divorced,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,89,3,FALSE,FALSE,0.928399055,17,7,583,755.180359,440165,2021-11-19,2022-01-09,1.884381681,2.573124604,2.928631933,7,-73,2022-08-19,15,0.921497613,4.717762034,Negative,Budgeting Tools,Transaction Delays,Low,99.34825306,373.5580643,980831,9.974188569,2023-07-18,Credit,2021-11-19 00:00:00,0.344927522,8.77537684,14.17317305,0.422110412,9829.396658
1195,84,F,South Dorothybury,Medium,Exhibition designer,Master,Divorced,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,8,FALSE,TRUE,0.653197172,1,0,969,99.99455418,95931,2023-01-28,2021-12-26,3.516953782,2.202061218,2.145773891,1,26,2022-07-03,15,0.715197312,2.666383058,Positive,International Transfers,Fees,Medium,55.58739802,569.785872,179391,10.4138205,2023-04-05,Transfer,2023-01-28 00:00:00,0.081148391,9.656693071,12.198505,0.555481549,86168.98971
1196,42,F,Reedfurt,Medium,"Buyer, industrial",Master,Widowed,7,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,5,TRUE,FALSE,0.521178808,17,0,371,888.9735741,329448,2022-10-01,2021-11-11,2.337051058,4.581261595,3.838469438,10,21,2023-11-06,19,0.871935425,4.6197381,Neutral,Investment Analytics,,High,20.54910829,843.323211,292428,6.345137169,2023-11-27,Transfer,2022-10-01 00:00:00,0.050677124,6.607334116,3.012658483,0.005435463,171.7539727
1197,59,F,Port Margaret,Medium,Fast food restaurant manager,Bachelor,Widowed,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,5,FALSE,FALSE,0.508599614,6,2,674,793.1358395,534482,2022-10-27,2021-11-27,1.907718144,3.854288943,3.13453654,8,-14,2022-03-17,9,0.762965,1.002349651,Negative,Investment Analytics,App Issues,Low,42.45648059,476.6299269,341180,10.3224832,2022-10-30,Debit,2022-10-27 00:00:00,0.574353673,3.173346679,13.61638522,0.226206166,15039.08226
1198,26,F,North Dawnburgh,High,"Conservator, museum/gallery",High School,Widowed,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,6,FALSE,FALSE,0.165920635,16,6,54,851.6639311,45954,2021-06-23,2022-05-03,1.158787978,3.537725846,1.370482187,4,-2,2023-04-18,5,0.728535182,2.628835107,Negative,,Transaction Delays,Low,53.25707719,174.0116378,362775,9.080688869,2023-09-11,Credit,2021-06-23 00:00:00,0.239847399,0.226505552,15.80400621,0.688240343,1294.081237
1199,57,M,Christianburgh,Low,Commercial art gallery manager,PhD,Widowed,4,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,40,6,FALSE,FALSE,0.962646482,17,5,577,490.5259604,282730,2021-04-18,2021-08-28,1.625710749,1.287520543,3.399493326,8,-73,2021-05-05,18,0.525758829,1.235409416,Positive,,,High,83.98167691,999.7401329,792830,29.15929665,2023-11-25,Credit,2021-04-18 00:00:00,0.050979334,6.879070943,18.79853913,0.828132188,73460.05125
1200,42,Other,Port Travisbury,High,"Journalist, magazine",PhD,Single,7,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,74,3,FALSE,FALSE,0.914597438,15,2,245,700.8259011,171500,2021-11-15,2021-03-26,4.738448267,3.003521446,1.54504773,9,96,2022-10-24,5,0.884503045,1.763225505,Neutral,Mobile Deposit,Transaction Delays,Low,49.55911224,827.8978097,497164,15.05315135,2023-02-05,Debit,2021-11-15 00:00:00,0.295825543,7.31455448,16.25614751,0.181164535,81787.19317
1201,22,M,Taraton,Medium,Investment analyst,High School,Widowed,3,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,4,7,FALSE,TRUE,0.952421053,6,7,200,462.6915955,92400,2021-11-19,2022-10-11,2.802501088,4.579012519,1.010999117,1,47,2022-06-20,17,0.660627736,2.754277533,Positive,Investment Analytics,Fees,Medium,64.41951858,143.0697409,150640,17.45667799,2022-09-11,Transfer,2021-11-19 00:00:00,0.975769848,6.837467099,2.567293352,0.472204096,62804.264
1202,28,M,New Dawn,Medium,Broadcast presenter,PhD,Single,2,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,52,9,TRUE,TRUE,0.290932207,17,7,435,139.0530431,60465,2021-04-12,2021-09-17,4.380018193,4.289511466,1.585047476,8,79,2022-10-13,19,0.695464388,3.728105419,Negative,,Fees,Medium,93.75930988,639.9633394,842819,0.628204262,2021-08-10,Credit,2021-04-12 00:00:00,0.017045137,6.625694133,7.72163742,0.194456168,24458.86055
1203,76,M,Montoyaland,Medium,"Engineer, manufacturing",High School,Married,1,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,37,1,TRUE,TRUE,0.476648527,11,5,373,308.9857711,114884,2021-06-17,2023-06-22,4.042157045,1.257513491,1.017187372,2,75,2023-04-23,13,0.674773158,2.241017533,Positive,Mobile Deposit,Transaction Delays,High,77.79815731,304.7975673,343743,24.82253044,2023-04-02,Credit,2021-06-17 00:00:00,0.859672654,0.626919031,13.23199933,0.546810411,13585.44235
1204,55,M,Wallaceshire,Medium,"Accountant, chartered public finance",PhD,Widowed,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,4,TRUE,FALSE,0.518926167,15,0,809,285.6264185,230565,2022-07-12,2022-06-18,3.76849537,4.003978877,4.951859745,4,-84,2023-03-13,5,0.847078102,1.927888273,Neutral,,Fees,High,51.87261231,583.2044993,646558,22.65418773,2023-07-15,Transfer,2022-07-12 00:00:00,0.893224723,8.401284273,19.19791214,0.598798611,85190.10622
1205,22,M,Millerfort,High,Jewellery designer,PhD,Single,2,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,92,4,FALSE,FALSE,0.489674677,13,7,385,174.3750854,66990,2023-06-27,2023-01-28,3.947534636,4.495265363,3.535207575,4,91,2023-06-25,16,0.856618633,4.402406031,Neutral,Investment Analytics,App Issues,Medium,40.36607667,142.5684586,524798,15.40184926,2023-10-30,Debit,2023-06-27 00:00:00,0.321114406,9.746103245,0.927585909,0.137790879,24597.60807
1206,65,F,Stewartfort,High,"Librarian, public",High School,Single,6,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,91,1,FALSE,TRUE,0.019189495,6,4,665,248.9028371,164920,2023-05-19,2022-01-13,1.670628254,1.975871531,3.50205352,2,32,2023-05-21,18,0.907665751,1.218290614,Negative,International Transfers,Transaction Delays,High,64.07679114,756.1302018,926769,23.31875799,2023-10-08,Transfer,2023-05-19 00:00:00,0.564741663,4.871419261,18.66897268,0.709073291,69983.76853
1207,35,F,North Richardton,Medium,Quarry manager,High School,Single,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,6,TRUE,FALSE,0.833149297,7,8,753,503.5288314,378759,2023-09-22,2022-02-25,1.98648743,3.083927596,4.732888188,1,87,2023-03-28,15,0.838310085,4.381721311,Neutral,Investment Analytics,,Medium,98.60107623,751.5704392,252366,4.911172963,2023-09-27,Credit,2023-09-22 00:00:00,0.141807019,3.601883834,10.84130158,0.971418121,87940.85635
1208,54,Other,Port Christopherport,Medium,Analytical chemist,PhD,Divorced,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,2,FALSE,TRUE,0.746545511,13,8,221,427.9905694,94367,2023-06-25,2021-03-13,4.113948482,4.54239916,1.510154277,2,84,2022-06-18,18,0.953773564,1.105589624,Neutral,Mobile Deposit,,Low,65.09451033,225.2254678,501311,13.43044203,2023-11-25,Transfer,2023-06-25 00:00:00,0.641555394,7.970611047,13.35516973,0.88014515,80983.91015
1209,77,M,Lake Emily,Medium,"Scientist, research (maths)",PhD,Single,4,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,55,6,FALSE,FALSE,0.474798204,19,1,564,335.8725355,188940,2023-04-29,2022-10-12,3.67166049,4.522491373,1.110541052,4,47,2021-04-22,15,0.620666842,1.038396922,Negative,Investment Analytics,Fees,Medium,20.99960913,393.082066,863532,7.19794972,2023-11-09,Credit,2023-04-29 00:00:00,0.957527022,4.119478055,3.157768791,0.819237237,77860.63743
1210,65,Other,Michaelton,High,"Engineer, electronics",Bachelor,Widowed,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,18,1,FALSE,FALSE,0.267401933,13,5,849,907.6543036,770043,2022-07-14,2022-12-06,4.246546645,2.651127054,3.730376016,2,96,2022-07-04,5,0.74752697,4.744794252,Positive,Investment Analytics,Fees,High,20.47598854,518.6239987,826663,17.76664868,2023-11-01,Transfer,2022-07-14 00:00:00,0.34392992,0.48111308,10.69720014,0.801331979,93551.35366
1211,45,F,Port Shawn,Medium,"Physicist, medical",Master,Widowed,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,64,5,FALSE,TRUE,0.634976913,2,3,248,780.9219882,193440,2022-03-18,2021-10-30,3.74310366,3.028666329,3.471337825,7,94,2023-09-22,4,0.984496188,2.362120354,Negative,Mobile Deposit,Fees,Medium,10.79474977,682.4511727,912996,18.67324177,2023-09-05,Debit,2022-03-18 00:00:00,0.527451883,5.053993002,10.37612998,0.515278197,33965.38702
1212,57,F,Moranstad,Medium,"Surveyor, building control",High School,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,6,FALSE,TRUE,0.138292097,7,6,71,12.49432514,852,2023-11-16,2023-02-03,4.142134193,1.424729846,4.618746747,1,61,2022-03-25,6,0.624677409,1.659253573,Neutral,Investment Analytics,App Issues,Low,18.38055846,359.4743447,585988,29.56281209,2023-12-01,Credit,2023-11-16 00:00:00,0.305431587,5.680231649,6.844588333,0.883778424,5219.492715
1213,62,F,Wilsonbury,Medium,"Education officer, environmental",High School,Single,3,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,86,2,TRUE,TRUE,0.997277712,18,5,483,574.6581305,277242,2021-08-22,2023-07-08,3.330982009,3.137378558,2.292809944,4,-51,2022-11-27,8,0.862733894,1.740360824,Positive,International Transfers,Customer Service,High,89.98913201,54.60856438,954255,0.573161886,2021-09-20,Credit,2021-08-22 00:00:00,0.452396979,9.922214999,5.69961608,0.712797084,52825.19134
1214,79,M,West Michaelport,Medium,Chiropodist,Master,Single,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,52,1,TRUE,FALSE,0.125340035,11,6,656,702.8755272,460512,2022-12-08,2021-11-29,4.267713823,4.444282244,3.210011309,8,28,2021-04-04,19,0.657027708,3.587386346,Neutral,International Transfers,Transaction Delays,Medium,31.04350248,281.1013564,376061,10.74225348,2023-02-11,Transfer,2022-12-08 00:00:00,0.43812188,4.423219455,14.55822662,0.217384832,43434.67093
1215,75,M,Jacquelineton,Medium,Herpetologist,Bachelor,Divorced,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,7,FALSE,FALSE,0.058454411,10,4,789,62.8721022,48918,2023-05-31,2023-12-29,2.294360423,1.691134149,3.258513815,8,29,2022-09-24,16,0.728232655,4.305631613,Positive,Budgeting Tools,Customer Service,High,7.334435595,540.1543192,207459,28.42927523,2023-10-16,Transfer,2023-05-31 00:00:00,0.719707738,3.783141916,16.76302121,0.153111713,12468.49642
1216,84,F,South Donald,Low,Immunologist,PhD,Married,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,1,FALSE,FALSE,0.612408735,10,8,898,122.8596361,109556,2021-08-16,2022-09-10,1.271776869,2.83313372,2.026373388,1,45,2023-07-06,2,0.768976179,2.799519285,Negative,,Transaction Delays,Medium,69.54018946,408.7731576,509786,29.07562338,2021-09-02,Transfer,2021-08-16 00:00:00,0.804676519,8.345359788,8.847812692,0.371355621,731.59826
1217,73,Other,Rodriguezborough,Low,Higher education careers adviser,PhD,Divorced,4,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,47,7,FALSE,FALSE,0.463411572,2,0,730,285.7763585,208050,2022-08-04,2021-09-06,1.805208327,3.572936725,2.440170884,5,-88,2023-04-20,1,0.899765574,1.902395304,Neutral,International Transfers,,High,5.28284266,984.258354,499035,17.0960213,2022-10-17,Debit,2022-08-04 00:00:00,0.85859651,0.027973641,12.4568701,0.10506912,19498.40834
1218,57,Other,North Sarah,High,"Scientist, product/process development",Bachelor,Widowed,1,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,65,1,TRUE,TRUE,0.719000496,8,6,325,617.6962467,200525,2023-09-24,2021-02-21,1.606952602,1.194274527,2.393708378,9,49,2022-03-30,3,0.809898056,2.250605735,Positive,,App Issues,Medium,3.058969594,380.495139,760151,17.02018521,2023-09-27,Credit,2023-09-24 00:00:00,0.232490452,4.772741106,18.65720618,0.109331917,2573.844544
1219,57,F,Lewisborough,Medium,"Scientist, water quality",Bachelor,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,72,9,TRUE,FALSE,0.127967248,10,8,5,923.8921644,4615,2023-12-16,2023-04-09,2.88941855,1.146220562,4.377836943,5,34,2021-12-08,19,0.500504637,1.797130855,Neutral,,Fees,High,32.43649529,830.655489,863780,12.72030732,2023-12-25,Transfer,2023-12-16 00:00:00,0.247687903,6.544603186,18.86575044,0.49377654,97136.84346
1220,50,Other,Danielchester,Low,Warehouse manager,Master,Widowed,1,Branch,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,17,5,TRUE,FALSE,0.363745716,18,7,585,490.9942506,286650,2022-09-24,2023-10-20,4.617914783,4.395880989,2.502083041,5,59,2022-02-27,11,0.668263948,1.762356841,Positive,International Transfers,Customer Service,Low,1.866283121,28.87102655,1128,6.393111091,2022-11-15,Credit,2022-09-24 00:00:00,0.987124666,7.940925963,18.16000206,0.457656933,52858.95927
1221,23,F,Lake Maryshire,High,Music therapist,Master,Divorced,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,79,6,TRUE,TRUE,0.501033362,9,0,495,982.4787145,486090,2021-04-04,2021-10-25,2.243710981,4.860227486,3.492470533,6,93,2021-08-14,2,0.672932283,3.234226073,Positive,Budgeting Tools,Customer Service,High,52.04644523,454.8104702,666137,2.240871977,2022-12-31,Debit,2021-04-04 00:00:00,0.859714026,2.990345418,18.917152,0.858635414,17453.38639
1222,36,Other,Port Patriciamouth,Low,Nature conservation officer,PhD,Widowed,6,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,38,7,FALSE,TRUE,0.446991287,15,7,949,937.3728393,889213,2022-03-28,2023-07-28,3.068187117,4.043053231,2.495538065,8,-58,2022-11-07,9,0.745127591,3.105809881,Neutral,,App Issues,High,70.2459864,437.763079,478928,11.50923456,2023-01-16,Credit,2022-03-28 00:00:00,0.496767817,4.237610081,8.347786915,0.236060943,33174.01035
1223,57,F,South Adam,High,Theatre director,Bachelor,Widowed,3,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,72,1,TRUE,TRUE,0.583033565,3,2,240,640.9863926,153600,2023-03-21,2022-10-18,4.260290571,4.852751735,1.3395161,7,82,2021-09-22,13,0.95350784,3.697386135,Positive,Budgeting Tools,Fees,Low,21.45507691,913.7625061,531792,10.35715202,2023-09-05,Transfer,2023-03-21 00:00:00,0.985684534,0.463891497,14.88281822,0.968967104,82951.95904
1224,76,Other,New Savannahshire,Medium,Water quality scientist,Bachelor,Widowed,1,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,50,8,TRUE,FALSE,0.101750167,0,9,914,463.4042768,423182,2021-04-23,2021-11-16,4.484387462,1.613726275,4.703119751,7,64,2021-02-10,8,0.956552866,1.700467501,Neutral,International Transfers,App Issues,Low,59.63338181,282.0079404,160961,16.60759004,2021-12-27,Credit,2021-04-23 00:00:00,0.141931597,2.225933234,10.50847967,0.156872237,80274.95323
1225,76,M,Glassburgh,Low,Recycling officer,PhD,Single,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,22,6,FALSE,FALSE,0.503724626,3,5,787,684.7661422,538308,2021-01-16,2021-01-09,2.112847515,4.48073236,1.31477355,7,-52,2021-02-13,10,0.729921584,1.16143598,Positive,,App Issues,High,43.78251263,460.5702096,41415,10.41868652,2022-09-25,Credit,2021-01-16 00:00:00,0.987175702,8.479584914,15.2360892,0.800110329,99710.62818
1226,65,F,Lake Lisa,Medium,Cytogeneticist,PhD,Married,2,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,32,2,TRUE,FALSE,0.554766856,7,8,191,793.2896419,151463,2022-02-23,2023-11-06,3.093216943,4.623506578,1.040270924,1,-33,2023-02-16,19,0.862828471,3.268318475,Positive,International Transfers,App Issues,High,86.16467419,656.8509588,631185,12.9117361,2022-05-13,Debit,2022-02-23 00:00:00,0.253506934,6.894661248,16.51836281,0.791188747,37415.54693
1227,58,F,South Dianemouth,Low,Restaurant manager,PhD,Single,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,1,FALSE,TRUE,0.881022147,15,6,6,943.6403188,5658,2022-09-10,2022-11-10,2.025409765,2.160546712,2.084474794,2,-54,2021-07-04,7,0.676863626,4.516429076,Positive,,,High,51.12933473,735.556635,600188,18.15653169,2023-07-20,Debit,2022-09-10 00:00:00,0.9304082,7.755415881,12.56504909,0.41811937,34963.88957
1228,30,Other,Barnesbury,High,Environmental education officer,PhD,Single,3,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,58,1,TRUE,TRUE,0.571076185,5,4,319,755.9816934,240845,2022-03-09,2022-08-29,2.677870045,3.592681447,2.110539503,5,58,2022-11-14,8,0.643749308,3.848239959,Neutral,Mobile Deposit,Fees,Medium,36.35348265,975.3016829,831645,21.17777072,2023-02-12,Debit,2022-03-09 00:00:00,0.46490169,1.603832289,0.677925826,0.905862529,15771.7305
1229,62,F,Raymondmouth,Medium,Pharmacologist,PhD,Married,5,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,97,4,FALSE,FALSE,0.547295515,0,7,923,397.6399463,366431,2021-10-09,2023-08-29,2.569260051,2.223385671,2.161041583,5,20,2022-12-24,5,0.731316263,1.88191665,Negative,Budgeting Tools,Customer Service,Medium,52.59145756,982.0547124,514900,0.392369585,2023-11-25,Debit,2021-10-09 00:00:00,0.468359666,2.119924523,15.54038352,0.046840292,82618.12806
1230,70,F,Shawnberg,Low,"Production assistant, radio",Master,Married,5,Online,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,25,3,TRUE,FALSE,0.812077818,15,7,497,498.3698509,247506,2022-06-08,2022-08-17,1.256261948,1.437213529,4.206349775,10,-29,2021-05-10,5,0.923165981,2.695116699,Negative,Mobile Deposit,Transaction Delays,Low,24.92570556,561.2303077,310215,6.334097072,2022-10-15,Credit,2022-06-08 00:00:00,0.111539646,3.802206962,19.90067797,0.518522658,62139.91098
1231,59,F,South Carrie,Medium,Prison officer,PhD,Divorced,1,Branch,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,16,6,FALSE,FALSE,0.064997504,0,5,950,56.54350963,53200,2022-08-16,2021-10-29,1.109365462,4.25225239,2.147590652,4,91,2021-04-11,8,0.760546967,1.862387596,Negative,Budgeting Tools,Customer Service,Medium,40.35800131,684.2171011,290177,5.662161356,2023-09-22,Credit,2022-08-16 00:00:00,0.900206785,8.656020784,14.72131686,0.162625648,43561.39469
1232,80,M,Meganside,Medium,"Horticulturist, commercial",Bachelor,Married,3,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,52,8,FALSE,FALSE,0.647962159,19,5,415,38.45738398,15770,2022-11-03,2023-06-25,3.47165765,4.623801097,3.524229671,8,93,2023-11-29,12,0.736188271,1.676598665,Positive,Investment Analytics,,Low,53.23125751,106.331455,406145,12.52167966,2023-11-28,Credit,2022-11-03 00:00:00,0.847289501,6.578756548,0.472120525,0.291658096,22560.41541
1233,44,M,Jenniferside,Low,Patent attorney,High School,Divorced,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,1,FALSE,FALSE,0.811804441,15,8,960,288.7003081,276480,2021-09-03,2022-11-25,1.687199845,1.44028403,1.029810951,8,-97,2022-03-08,19,0.578839316,4.507718718,Positive,Mobile Deposit,Customer Service,Medium,71.57850625,859.3158628,244109,2.404367433,2023-02-07,Transfer,2021-09-03 00:00:00,0.572413755,3.248355904,15.31060152,0.029662089,37912.46942
1234,55,Other,East Jason,Medium,Dealer,Master,Divorced,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,7,TRUE,TRUE,0.094595711,3,3,917,808.037921,740936,2021-01-16,2021-08-19,1.593409698,3.592765565,4.569794516,8,57,2023-01-12,5,0.87136507,1.609520045,Positive,International Transfers,Fees,Medium,18.58417617,349.1190235,558543,27.061351,2021-07-30,Transfer,2021-01-16 00:00:00,0.275614935,0.204800049,11.46286036,0.549697818,70482.88617
1235,77,M,Glendaberg,Medium,Accounting technician,Bachelor,Single,7,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,85,8,TRUE,FALSE,0.811572465,1,2,14,326.0515101,4564,2023-10-16,2023-09-08,2.432668395,4.884154293,2.039810953,9,7,2022-02-11,14,0.681102662,3.786976275,Negative,,Customer Service,Low,76.80118498,561.8736082,748320,12.71156834,2023-11-18,Transfer,2023-10-16 00:00:00,0.575737863,7.179732093,17.14622388,0.379575214,14965.21793
1236,24,Other,New Amy,High,"Conservation officer, nature",High School,Widowed,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,42,5,FALSE,TRUE,0.787155927,13,7,208,125.7464655,26000,2023-06-01,2021-03-24,1.925748452,2.092486413,3.150195601,7,-47,2021-11-18,8,0.877663679,2.405859656,Negative,,App Issues,High,9.702095258,900.0018549,557762,24.96195776,2023-08-13,Debit,2023-06-01 00:00:00,0.570424677,0.712407622,3.270405532,0.072761214,61297.02929
1237,22,M,Jenniferstad,Medium,Medical technical officer,Master,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,47,8,TRUE,FALSE,0.000943129,5,8,2,362.5674688,724,2021-12-26,2021-10-13,3.981904253,4.003978183,3.273272564,7,-71,2023-03-22,10,0.98525124,2.034537335,Neutral,Investment Analytics,Customer Service,High,3.136230494,140.2606902,248650,27.66349661,2023-04-20,Credit,2021-12-26 00:00:00,0.42699827,1.432823341,16.79180256,0.668976416,49822.14637
1238,62,Other,Aguilarchester,High,"Scientist, biomedical",PhD,Single,2,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,1,TRUE,FALSE,0.24615712,19,3,402,312.5190779,125424,2021-09-22,2021-08-28,3.597094031,2.649171966,1.959649109,8,-56,2022-04-15,19,0.545427047,4.731558209,Neutral,Budgeting Tools,App Issues,Medium,84.97482324,859.2969031,305061,6.11333647,2023-04-14,Transfer,2021-09-22 00:00:00,0.15320189,8.446482321,18.86452503,0.982283434,8990.930959
1239,75,M,Nataliechester,High,Diplomatic Services operational officer,Master,Married,5,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,19,2,FALSE,TRUE,0.151258218,11,1,530,989.4238017,524170,2023-02-18,2022-09-23,4.849507029,1.254832542,3.363949449,4,-84,2022-08-18,16,0.93110325,4.534426769,Negative,Mobile Deposit,App Issues,High,8.374684378,166.3069983,676867,14.87171428,2023-09-15,Debit,2023-02-18 00:00:00,0.036581879,0.730844698,9.411343966,0.129408337,27440.49295
1240,48,M,New Danielfurt,Medium,"Merchandiser, retail",PhD,Married,7,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,4,TRUE,FALSE,0.511337839,4,5,35,971.6423032,33985,2023-12-27,2021-02-20,2.608084375,3.798848972,4.467645324,8,30,2021-11-27,1,0.58350439,1.905046405,Negative,,Transaction Delays,Low,86.45936475,317.7797279,596589,29.1041826,2023-12-30,Transfer,2023-12-27 00:00:00,0.307021965,2.580207674,9.248288363,0.369194379,76974.08948
1241,40,Other,North Ellen,High,Holiday representative,PhD,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,34,1,FALSE,FALSE,0.914006608,13,8,974,739.5577506,719786,2022-04-17,2023-04-03,1.106127156,1.983661018,2.324559934,2,55,2023-02-05,18,0.934454318,2.647377457,Positive,International Transfers,,Low,96.54187275,668.4266323,365346,24.63077054,2023-02-05,Transfer,2022-04-17 00:00:00,0.66291281,1.277902629,14.58871115,0.435642289,4948.929963
1242,59,F,West Karen,High,"Engineer, manufacturing systems",PhD,Divorced,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,5,FALSE,TRUE,0.602706439,4,1,762,830.6414822,632460,2023-10-22,2022-03-28,4.387396971,3.385669462,4.734793958,4,92,2022-11-10,15,0.863630827,3.821272219,Neutral,Investment Analytics,,Medium,69.93686267,738.1773937,751085,1.282811435,2023-11-07,Transfer,2023-10-22 00:00:00,0.807438214,4.151355501,6.297748534,0.467408085,28347.66615
1243,27,F,West Frances,Medium,Building control surveyor,High School,Divorced,6,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,80,3,TRUE,FALSE,0.601802997,17,8,82,261.3190812,21402,2022-12-27,2023-07-03,1.490811065,1.282778668,1.938427736,10,-12,2023-04-27,12,0.710948777,4.250819867,Neutral,,App Issues,Low,49.25566275,751.861434,780248,29.05330404,2023-10-04,Credit,2022-12-27 00:00:00,0.630702948,5.8608853,16.72514851,0.104386825,70102.17646
1244,49,M,Port Bryan,Premium,Secondary school teacher,Master,Married,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,98,2,FALSE,TRUE,0.122848636,15,4,851,542.2977383,461242,2021-05-28,2023-01-02,2.075185902,1.480898563,1.47161243,1,58,2022-03-18,1,0.728047697,2.753696604,Neutral,Budgeting Tools,Transaction Delays,Low,54.52710144,914.557565,881909,0.695335108,2021-07-04,Debit,2021-05-28 00:00:00,0.544226645,2.170265297,17.02949061,0.273613583,54735.58931
1245,70,Other,Jamesside,Medium,Engineering geologist,PhD,Divorced,5,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,75,7,TRUE,TRUE,0.66637931,15,3,793,998.509968,791414,2023-03-25,2021-07-09,3.521598816,1.023074487,2.398691801,5,74,2022-05-25,10,0.645503027,4.65607018,Neutral,,Fees,Low,48.00688074,297.8697243,1799,1.019667868,2023-06-22,Transfer,2023-03-25 00:00:00,0.845426662,7.720161478,12.66569615,0.422624175,90217.30926
1246,47,F,West Lisaville,Medium,Early years teacher,Bachelor,Divorced,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,2,FALSE,FALSE,0.888320579,9,7,483,329.9820606,158907,2021-03-28,2022-10-31,2.846379082,1.871372414,4.570353754,7,-88,2021-01-28,12,0.849579897,2.668420527,Negative,International Transfers,Transaction Delays,High,37.33069323,771.1814516,519047,19.32772699,2021-06-23,Transfer,2021-03-28 00:00:00,0.463149973,0.73306579,10.46620479,0.429210117,35225.39243
1247,56,Other,Lake Deborah,High,Speech and language therapist,Master,Married,3,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,9,FALSE,FALSE,0.429347628,10,1,391,986.3290815,385526,2023-06-13,2021-04-23,3.767523557,1.522718215,1.64549907,4,-78,2021-03-15,6,0.948439552,1.427862227,Negative,Investment Analytics,App Issues,Medium,49.35110553,992.6523691,254396,19.01119929,2023-11-24,Credit,2023-06-13 00:00:00,0.437852834,6.796886618,16.76388846,0.386650629,98087.71607
1248,48,F,Youngport,Medium,Claims inspector/assessor,Bachelor,Widowed,3,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,75,6,FALSE,TRUE,0.681767913,4,6,899,196.3752765,176204,2021-02-08,2022-02-04,1.775146903,2.174655394,2.663423522,2,-97,2021-02-11,12,0.791416914,4.930019447,Negative,Budgeting Tools,Customer Service,Low,27.35079283,82.94189433,134654,24.80834766,2023-12-19,Credit,2021-02-08 00:00:00,0.672312123,5.615799545,3.58627135,0.858901631,46308.86381
1249,19,Other,South Paulmouth,Medium,Contracting civil engineer,High School,Single,2,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,89,8,TRUE,TRUE,0.294931114,3,9,486,623.9396748,302778,2023-07-31,2023-12-15,3.341944427,1.816451035,3.497115108,4,-29,2023-12-15,18,0.646932367,4.72029957,Positive,Mobile Deposit,Transaction Delays,Low,19.83640475,208.0576799,804200,9.109938331,2023-12-20,Transfer,2023-07-31 00:00:00,0.372010961,2.312817108,2.425618939,0.440120552,30681.00781
1250,29,M,North Juliaborough,Low,Energy manager,High School,Married,1,Referral,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,31,3,TRUE,FALSE,0.268899213,19,6,569,784.1204828,446096,2021-06-09,2022-03-31,2.816159692,2.054391739,4.262699299,6,84,2021-07-29,11,0.858592828,4.092085507,Negative,,Fees,Medium,32.82658777,915.2450871,107216,14.51003855,2023-02-23,Debit,2021-06-09 00:00:00,0.374501453,1.019726094,0.744613154,0.590342689,63164.16593
1251,56,Other,Greerstad,High,Biomedical scientist,Master,Divorced,6,Branch,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,20,5,FALSE,TRUE,0.185093043,6,0,460,597.2468204,274620,2022-10-04,2022-07-24,3.349044744,1.514894057,4.620335976,9,-83,2023-10-25,7,0.626891348,4.569459719,Positive,Investment Analytics,Fees,Medium,1.301600192,266.2617492,451720,25.63872062,2023-01-26,Debit,2022-10-04 00:00:00,0.926353002,9.351884408,0.044935123,0.777548105,26907.80113
1252,83,F,Port Jenny,High,Computer games developer,High School,Single,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,4,3,FALSE,TRUE,0.241502734,5,9,822,315.8164583,258930,2023-05-30,2022-02-05,4.527974345,1.710378028,4.967428874,5,18,2023-03-26,4,0.632880771,3.588224628,Positive,,Transaction Delays,Low,44.14280267,946.7262348,548390,22.66654054,2023-06-04,Credit,2023-05-30 00:00:00,0.054163678,9.775347489,13.25827628,0.026829666,54642.86465
1253,30,M,West Shane,Medium,"Engineer, communications",High School,Married,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,9,TRUE,TRUE,0.342758457,14,7,528,815.8444824,430320,2023-04-09,2021-02-16,3.133825406,2.127957736,4.381083823,10,72,2023-09-21,16,0.818941585,2.608144829,Positive,Investment Analytics,Fees,High,5.376685631,528.8783155,562433,12.74895645,2023-10-23,Transfer,2023-04-09 00:00:00,0.604123671,5.467114393,4.322950682,0.968965238,59711.68639
1254,63,Other,East Sydneyhaven,Premium,Training and development officer,Master,Single,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,86,1,FALSE,TRUE,0.56672809,14,0,404,209.7280492,84436,2023-05-06,2021-06-21,3.963742868,2.745105445,1.038006449,9,62,2021-03-28,7,0.547426038,2.498927108,Negative,Budgeting Tools,Transaction Delays,High,15.4058028,544.9075605,554458,25.55878225,2023-07-01,Credit,2023-05-06 00:00:00,0.601161959,3.269850334,17.08937131,0.612107143,67767.14001
1255,44,F,South Billyview,Medium,Customer service manager,Bachelor,Single,5,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,47,8,FALSE,FALSE,0.780654646,16,8,133,435.9834773,57855,2022-08-16,2023-07-02,3.976335738,2.051096713,2.571632181,3,-66,2021-11-18,17,0.697977573,2.224587359,Positive,Investment Analytics,,High,40.01566795,113.8677722,693455,14.47235178,2023-09-07,Credit,2022-08-16 00:00:00,0.762870406,1.8132085,8.159415482,0.780540059,21067.05758
1256,34,M,Davidshire,Medium,Actor,PhD,Widowed,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,6,TRUE,FALSE,0.289563144,9,1,317,286.942502,90662,2021-08-24,2021-06-28,3.648270425,1.749760427,4.417022771,3,-2,2022-08-03,10,0.684164924,3.739971841,Neutral,Mobile Deposit,App Issues,Low,69.50141938,194.6386686,417400,15.91398989,2022-08-11,Credit,2021-08-24 00:00:00,0.618016476,2.480370876,12.49982675,0.395983248,85020.64642
1257,77,Other,Adammouth,High,Industrial/product designer,Master,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,7,FALSE,FALSE,0.168111617,17,9,927,500.4369214,463500,2023-04-10,2023-11-15,2.933635063,3.546132811,4.904289675,4,-26,2022-09-10,12,0.526456715,2.187821131,Neutral,International Transfers,Customer Service,Low,55.0156399,875.1651222,338317,17.57895283,2023-12-20,Transfer,2023-04-10 00:00:00,0.273358153,8.474752651,13.61891358,0.81632187,6644.512918
1258,81,F,North Eric,High,Chief Executive Officer,Master,Married,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,98,2,FALSE,TRUE,0.449762747,10,6,792,393.5397328,311256,2021-02-12,2023-03-19,1.013507901,2.450330426,1.238080834,7,64,2021-02-19,14,0.959012728,2.367951008,Positive,Mobile Deposit,Customer Service,Low,32.02056287,724.9455352,840613,11.17930462,2021-04-04,Credit,2021-02-12 00:00:00,0.44037515,1.526738921,11.41540866,0.494813793,70238.6674
1259,52,Other,Candiceport,Medium,Barrister's clerk,PhD,Divorced,1,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,69,7,TRUE,FALSE,0.789514692,17,4,235,187.3069655,43945,2022-10-28,2022-02-03,1.484633126,3.413433437,2.359439436,7,-85,2022-04-17,3,0.968847987,2.997095946,Neutral,,Customer Service,High,8.245404191,136.7306064,176883,8.611623781,2023-10-07,Debit,2022-10-28 00:00:00,0.413018827,4.37741382,2.498583579,0.059761941,60964.79115
1260,47,Other,Tylerside,Low,Multimedia programmer,Bachelor,Widowed,7,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,82,1,TRUE,TRUE,0.389332371,1,4,128,744.4689013,95232,2021-12-18,2023-10-02,3.172409713,2.597993595,3.6035188,2,-89,2022-05-22,9,0.698653908,2.783832871,Neutral,Investment Analytics,Fees,Medium,42.53146351,148.7290932,60736,20.36636515,2022-08-07,Credit,2021-12-18 00:00:00,0.80986614,9.542341829,7.666865899,0.262569071,85678.36828
1261,80,M,Charlesmouth,High,Actuary,PhD,Widowed,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,7,FALSE,TRUE,0.913274482,2,4,63,184.8548148,11592,2023-08-01,2022-10-13,1.175342499,2.654789597,2.634928493,4,-40,2021-03-11,19,0.684717304,1.194587641,Neutral,Investment Analytics,App Issues,High,90.79646728,915.2852746,195170,4.714451845,2023-11-27,Debit,2023-08-01 00:00:00,0.206811165,9.921494346,1.205021165,0.012559577,87005.04777
1262,45,M,East Abigail,Premium,Chemical engineer,PhD,Married,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,8,TRUE,FALSE,0.247914684,5,8,685,550.1887663,376750,2023-01-12,2023-11-14,1.181134715,2.504671134,1.62691533,8,-42,2022-07-12,2,0.560802574,2.720159095,Positive,Mobile Deposit,,High,17.70437493,786.029615,94719,15.02216387,2023-10-24,Credit,2023-01-12 00:00:00,0.363491459,2.888745977,3.729078599,0.931648258,82539.46693
1263,77,F,South Amy,High,"Scientist, product/process development",Bachelor,Married,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,2,FALSE,TRUE,0.75831388,2,9,428,806.532413,344968,2021-06-30,2021-04-25,1.50449964,4.410156668,4.597887372,4,-29,2021-09-11,2,0.781266566,2.956410825,Negative,International Transfers,,High,86.35113202,128.1695013,142767,9.556661933,2023-02-19,Credit,2021-06-30 00:00:00,0.250230631,4.82960726,7.557111377,0.829533239,48090.96127
1264,54,M,Davisbury,Medium,Financial risk analyst,Bachelor,Widowed,2,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,66,2,TRUE,TRUE,0.467758443,6,1,344,488.4363257,167872,2023-06-14,2023-01-10,1.932550691,2.534927181,2.216955888,8,-36,2023-02-13,18,0.673821889,3.229281164,Neutral,International Transfers,Transaction Delays,Low,77.20529101,572.8580913,581347,11.41766558,2023-12-28,Credit,2023-06-14 00:00:00,0.524729643,1.404014905,14.68678785,0.986664619,82293.1384
1265,39,F,Lake Martin,Premium,Pathologist,PhD,Married,2,Online,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,10,3,FALSE,FALSE,0.10712591,2,8,125,887.9907113,110875,2021-08-05,2023-03-26,4.9985143,3.405714761,2.023063803,6,-31,2023-04-01,11,0.921430035,4.477463192,Neutral,,,Medium,56.56746918,983.3993705,722722,13.84624379,2021-12-01,Transfer,2021-08-05 00:00:00,0.140572028,3.024264885,10.26082671,0.309126273,86041.47589
1266,37,Other,Kellyhaven,High,Garment/textile technologist,PhD,Single,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,38,4,FALSE,FALSE,0.281072318,14,6,80,434.5213907,34720,2022-05-14,2021-10-30,1.481313015,2.867277905,3.286471848,5,-30,2021-09-26,13,0.866553969,2.391823367,Positive,Budgeting Tools,Customer Service,Medium,46.17066362,532.8920248,106249,6.100153221,2022-10-10,Debit,2022-05-14 00:00:00,0.349096888,0.704803165,14.14091218,0.116791784,74119.18279
1267,81,Other,Barajastown,Medium,Recruitment consultant,Master,Single,1,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,40,8,FALSE,TRUE,0.858223329,12,2,623,971.0022327,604933,2023-06-12,2023-05-26,2.08480394,3.369608991,4.378781917,9,-58,2022-07-07,6,0.561603233,3.802146034,Negative,,Transaction Delays,Medium,66.04807014,103.1118592,630262,14.68729871,2023-07-06,Credit,2023-06-12 00:00:00,0.87541462,6.953020587,10.82533376,0.901009901,84097.91128
1268,34,F,Lake Michaelbury,High,"Designer, jewellery",Bachelor,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,23,3,TRUE,FALSE,0.005888232,5,2,167,34.6540564,5678,2023-04-01,2023-01-28,3.731450334,1.783137407,2.90660533,2,-36,2021-06-23,17,0.607283902,4.667956633,Positive,Budgeting Tools,App Issues,Low,75.69162623,483.6393332,629800,22.04939845,2023-07-23,Credit,2023-04-01 00:00:00,0.821417456,0.413021761,0.5475417,0.458984804,4942.085219
1269,29,Other,North Felicia,High,"Engineer, electronics",High School,Divorced,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,42,6,TRUE,FALSE,0.756341687,1,1,796,793.1610565,631228,2023-12-10,2023-03-02,3.706681378,1.4751582,1.448613979,8,-62,2021-06-06,12,0.559053917,4.724939244,Negative,Mobile Deposit,,Medium,78.2032353,301.1754532,306709,7.041341108,2023-12-31,Debit,2023-12-10 00:00:00,0.930288873,1.116708606,9.943519885,0.033352967,47744.39407
1270,39,M,Patrickville,Premium,Surgeon,Bachelor,Married,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,81,8,TRUE,TRUE,0.811406526,1,9,380,710.7806319,269800,2021-06-11,2023-02-03,4.499120663,3.362218578,2.791861847,9,41,2021-06-01,10,0.567842035,4.755998489,Negative,Budgeting Tools,Fees,High,70.24473823,521.6882041,39231,25.58914154,2023-03-08,Debit,2021-06-11 00:00:00,0.331633731,5.853857164,2.661050371,0.03578877,74503.09492
1271,34,Other,Scottport,High,"Psychologist, educational",PhD,Married,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,94,2,FALSE,FALSE,0.119837499,18,4,635,614.9607758,389890,2023-03-22,2021-01-25,3.442685418,4.932595186,1.396008796,8,-67,2023-10-31,1,0.53345414,4.358493729,Negative,International Transfers,,Low,37.29788113,745.7451108,127752,13.02624791,2023-11-04,Transfer,2023-03-22 00:00:00,0.921936342,5.338262925,16.97222005,0.059977533,96269.82626
1272,27,M,New Lynnstad,High,Location manager,PhD,Single,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,4,TRUE,TRUE,0.962189468,7,2,773,303.1451996,234219,2022-09-28,2022-08-06,2.063226303,2.031610408,1.695456536,5,55,2023-05-01,2,0.683043861,3.224055439,Positive,Budgeting Tools,App Issues,High,3.419458925,502.3038617,756702,22.35622094,2023-02-03,Credit,2022-09-28 00:00:00,0.445934379,7.697299596,12.24695451,0.873821182,28736.90154
1273,82,F,Tuckerport,High,Aeronautical engineer,PhD,Married,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,1,TRUE,TRUE,0.872290742,8,1,717,614.6072142,440238,2022-11-27,2022-12-08,1.956867887,1.006132534,2.74530308,8,-36,2021-02-11,11,0.80293298,3.827371477,Positive,Investment Analytics,Fees,Medium,49.02992261,141.9577472,219711,20.40078658,2023-03-29,Transfer,2022-11-27 00:00:00,0.627349897,1.097980246,12.64123609,0.001179818,77255.5168
1274,39,F,West Willie,Medium,Site engineer,PhD,Divorced,6,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,28,8,TRUE,FALSE,0.1785313,1,3,15,598.6251599,8970,2022-03-30,2022-12-21,4.319604368,4.651412089,1.457698209,2,-75,2021-01-31,11,0.981550284,1.275289765,Neutral,,Fees,Medium,15.19918062,764.6627991,85541,12.21550963,2023-05-16,Debit,2022-03-30 00:00:00,0.402343599,4.906821704,12.28570288,0.865832162,76054.40446
1275,67,Other,East Teresaside,High,Diagnostic radiographer,High School,Married,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,1,1,TRUE,TRUE,0.241457012,6,8,105,157.9084861,16485,2022-11-14,2022-09-23,1.391123147,1.526402487,3.680362753,9,-65,2021-11-07,14,0.712159737,1.746334574,Neutral,International Transfers,Fees,Medium,45.60158964,253.1420384,993509,24.34352959,2023-09-15,Debit,2022-11-14 00:00:00,0.139822106,8.71557805,8.95624277,0.10264151,54258.85852
1276,31,Other,Lake Cameronborough,High,Public affairs consultant,Bachelor,Married,5,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,29,9,FALSE,TRUE,0.818457912,16,0,561,881.0465522,494241,2021-12-11,2023-07-02,2.923473021,4.468832384,3.175450291,2,61,2021-07-15,7,0.97592607,4.960275552,Negative,International Transfers,Customer Service,Medium,46.42193797,23.76663608,915044,0.898062139,2023-07-23,Debit,2021-12-11 00:00:00,0.306799144,5.028037785,5.402178785,0.772310346,70923.30969
1277,81,M,Houstonborough,Premium,Operations geologist,High School,Single,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,73,6,TRUE,FALSE,0.546373222,14,8,772,539.2692228,416108,2021-06-06,2021-06-29,2.931306361,3.057160347,2.37300149,1,87,2023-03-13,18,0.547515878,1.100608583,Neutral,,,High,51.52366997,156.0251667,314119,7.823258054,2021-06-20,Credit,2021-06-06 00:00:00,0.915207709,9.875382541,3.7131718,0.582443289,97275.18969
1278,64,M,Lucasland,Medium,"Scientist, physiological",High School,Married,2,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,75,3,TRUE,TRUE,0.922567984,3,6,526,98.16480907,51548,2023-11-12,2022-03-18,3.956035937,1.715265661,1.636252349,5,52,2022-02-02,7,0.581621978,1.119987274,Negative,Budgeting Tools,App Issues,Low,93.99667532,653.5982289,499787,0.34789911,2023-12-02,Debit,2023-11-12 00:00:00,0.38387613,6.659937515,9.678482429,0.867745017,35022.66576
1279,46,Other,North Stephen,Medium,Chartered loss adjuster,PhD,Widowed,2,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,83,8,FALSE,TRUE,0.979141022,12,1,219,397.6522141,86943,2021-08-22,2023-06-29,4.981977645,1.787532887,3.052070884,7,-77,2022-10-02,9,0.700981927,1.953450075,Negative,,,Medium,63.30410604,943.5645824,141174,23.78712306,2023-12-03,Transfer,2021-08-22 00:00:00,0.324389367,2.201021221,10.93793644,0.726524076,48278.47146
1280,53,Other,Benjaminland,Medium,"Programmer, applications",High School,Widowed,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,2,FALSE,FALSE,0.343441141,2,1,394,224.3520887,88256,2023-12-23,2023-05-02,2.985137347,3.108706843,4.193446678,10,7,2022-10-25,7,0.696823861,3.255980009,Positive,Budgeting Tools,Transaction Delays,Low,4.899776508,762.4211491,68696,4.038455803,2023-12-28,Debit,2023-12-23 00:00:00,0.985182276,1.8757871,9.020147333,0.730412433,28357.58296
1281,69,F,East Lauraside,High,"Editor, film/video",PhD,Divorced,7,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,58,3,TRUE,FALSE,0.096972024,11,4,599,176.945318,105424,2023-11-11,2023-06-26,4.101638037,4.178625904,3.997123955,4,-94,2023-05-21,19,0.508638987,1.795202566,Negative,Mobile Deposit,Transaction Delays,High,73.67003407,329.7137316,296016,12.27639661,2023-12-16,Transfer,2023-11-11 00:00:00,0.359824036,4.968482459,12.94247861,0.029894531,68155.34084
1282,24,F,New Lorraineview,High,"Education officer, community",PhD,Divorced,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,7,TRUE,FALSE,0.703514887,2,2,893,946.9041064,844778,2022-02-02,2022-08-15,4.406095077,4.242636194,4.88979439,3,3,2023-11-16,4,0.529614107,1.409650668,Positive,Mobile Deposit,,Medium,69.23775672,421.2463659,256149,18.3221107,2022-12-29,Transfer,2022-02-02 00:00:00,0.737158027,4.874467008,11.82544075,0.873914065,69578.59497
1283,46,F,Hughesfurt,Low,Maintenance engineer,PhD,Divorced,4,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,53,1,FALSE,FALSE,0.923120703,18,0,357,678.0829031,242046,2022-12-17,2021-12-02,1.136345166,1.952095853,3.001422416,4,52,2021-02-17,9,0.662860555,1.584146884,Negative,International Transfers,,Low,78.58622728,579.3876241,374858,29.10838745,2023-06-11,Transfer,2022-12-17 00:00:00,0.908104048,8.359088141,6.600685585,0.294021064,7315.515196
1284,28,Other,Stewartfurt,Medium,Quantity surveyor,High School,Divorced,1,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,9,FALSE,TRUE,0.164877929,8,7,732,308.5691048,225456,2022-12-21,2023-05-19,3.54300284,3.843988244,3.526027283,2,-6,2022-09-11,0,0.656745601,2.850961837,Negative,Investment Analytics,Customer Service,Low,38.23960179,77.20491635,957329,29.99438629,2023-08-30,Credit,2022-12-21 00:00:00,0.621134333,0.867910608,2.820360577,0.970123506,84746.34786
1285,50,Other,New Adamland,Low,"Psychologist, forensic",PhD,Single,4,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,22,9,TRUE,TRUE,0.985385476,15,4,300,681.5680718,204300,2021-10-30,2023-04-29,4.537484206,2.918402104,1.974283489,1,64,2022-07-16,3,0.642970073,3.117266917,Negative,International Transfers,,High,91.25649791,931.5055256,433943,26.09915023,2022-11-15,Transfer,2021-10-30 00:00:00,0.128291437,6.269636459,4.576040847,0.20889617,87053.55207
1286,23,Other,Lake Melaniestad,Low,IT sales professional,High School,Married,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,82,3,TRUE,TRUE,0.195869825,17,4,845,805.009982,680225,2022-04-29,2021-10-13,3.881772643,3.48150856,4.087593776,6,40,2023-07-29,10,0.761583183,2.004887899,Neutral,Mobile Deposit,,Low,68.31294753,363.2863007,656134,16.12849142,2023-12-26,Debit,2022-04-29 00:00:00,0.958497227,9.846722056,5.391175368,0.34982052,97438.24788
1287,49,F,West Kristinport,High,Gaffer,Bachelor,Single,5,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,94,4,TRUE,TRUE,0.086275597,15,5,164,323.7624294,52972,2021-07-30,2021-06-26,4.093903986,1.518650156,3.000226271,3,-8,2022-02-20,0,0.599336306,4.815437977,Negative,Mobile Deposit,Fees,Medium,17.2491066,431.5138748,354255,3.974172064,2023-03-07,Debit,2021-07-30 00:00:00,0.00732035,4.703360321,14.39767732,0.217450729,13135.19055
1288,68,Other,West Kathymouth,Medium,Medical laboratory scientific officer,PhD,Divorced,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,2,TRUE,FALSE,0.495697979,11,7,896,984.9654615,881664,2021-10-27,2021-10-22,4.243760607,2.73739488,2.890485079,10,-70,2021-07-24,13,0.75307944,4.239704085,Neutral,,Customer Service,Medium,69.76132945,68.73634167,94313,10.83316355,2022-09-05,Debit,2021-10-27 00:00:00,0.407598843,7.200219895,18.31701222,0.924034542,64316.71167
1289,75,M,Fostertown,Medium,"Surveyor, planning and development",Master,Married,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,65,1,FALSE,TRUE,0.805572611,6,3,443,882.637552,390726,2022-06-09,2022-03-02,1.077657363,1.493013416,2.195228169,6,51,2022-06-26,11,0.525371794,2.880990408,Negative,Investment Analytics,Customer Service,Medium,43.06132489,161.6151117,994559,25.95937265,2022-06-30,Credit,2022-06-09 00:00:00,0.859905609,9.816657069,2.867648943,0.274383635,32262.85092
1290,43,Other,Moorebury,Low,Geographical information systems officer,Master,Widowed,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,78,8,FALSE,TRUE,0.354375173,18,2,672,799.1596941,536928,2022-02-09,2022-09-14,4.715448151,3.010196269,2.273043287,1,94,2023-08-24,10,0.748947043,1.665278903,Positive,,Customer Service,Medium,40.57295511,292.2505752,761599,28.70933427,2023-08-20,Transfer,2022-02-09 00:00:00,0.089011863,7.085621365,7.169978294,0.819072934,31441.13781
1291,63,Other,Lake Peter,Low,Radio broadcast assistant,Master,Single,3,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,10,9,FALSE,FALSE,0.331841089,11,6,365,718.095783,262070,2021-12-22,2023-08-31,4.624921281,1.245814917,1.83002645,6,72,2023-02-11,5,0.874054436,4.565064957,Neutral,Investment Analytics,App Issues,Medium,8.390521931,255.888732,59055,19.72099553,2022-10-02,Debit,2021-12-22 00:00:00,0.783290765,3.635581694,0.717853697,0.924904579,15468.44799
1292,46,Other,Susanberg,High,Control and instrumentation engineer,Master,Married,6,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,89,9,FALSE,TRUE,0.197111316,10,0,997,48.35206817,47856,2021-11-10,2023-12-12,3.405206642,1.534437142,4.782043189,2,61,2022-08-20,9,0.961375006,1.617865031,Neutral,Investment Analytics,Transaction Delays,Medium,67.5725618,312.3191595,483302,24.17721212,2022-05-20,Transfer,2021-11-10 00:00:00,0.408263206,7.232178625,3.452640947,0.845539241,1772.239921
1293,21,Other,Ericastad,Medium,Museum education officer,Master,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,5,TRUE,TRUE,0.986079201,11,1,65,32.17970467,2080,2021-06-04,2022-11-18,2.395305562,2.300491065,1.951850492,7,86,2023-05-30,18,0.947617292,3.734588646,Negative,Mobile Deposit,Customer Service,Low,35.12540106,322.2958991,253283,23.96359838,2023-01-14,Transfer,2021-06-04 00:00:00,0.662681242,0.712104967,6.727923889,0.970449487,15448.32911
1294,30,Other,New Nancyberg,High,"Designer, fashion/clothing",High School,Widowed,2,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,64,5,FALSE,TRUE,0.34186536,18,2,704,173.1685868,121792,2021-12-29,2021-05-16,2.476026348,3.04464685,1.154363549,5,24,2021-07-10,19,0.823517374,3.501242046,Neutral,Mobile Deposit,,Medium,57.12533352,732.4536902,752661,28.88204134,2021-12-29,Credit,2021-12-29 00:00:00,0.967508777,3.745729979,5.057403518,0.562366018,69388.46193
1295,56,M,North Adamfurt,Medium,"Teacher, English as a foreign language",Bachelor,Divorced,6,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,5,FALSE,TRUE,0.666470635,16,4,516,917.7581466,473172,2023-10-09,2023-02-09,3.140995639,1.458494816,2.690342407,6,-95,2022-04-01,0,0.99119503,4.525770366,Neutral,Mobile Deposit,Fees,Medium,89.27709401,71.93177432,748296,24.26361222,2023-12-01,Transfer,2023-10-09 00:00:00,0.944085908,6.499269267,14.18873682,0.396714377,2328.199861
1296,32,M,West Jasonstad,Medium,Amenity horticulturist,High School,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,3,6,TRUE,FALSE,0.132381034,14,9,638,225.158564,143550,2023-08-09,2021-07-01,2.166658192,4.516184769,4.874146255,10,83,2023-04-13,16,0.68324323,2.272246693,Negative,Investment Analytics,Transaction Delays,Low,37.60352711,421.9829627,951792,10.9011535,2023-11-27,Transfer,2023-08-09 00:00:00,0.075868696,6.835474079,1.490494761,0.792958035,71522.54797
1297,46,Other,South Rebecca,Medium,"Journalist, magazine",PhD,Widowed,1,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,85,4,FALSE,TRUE,0.44975674,9,3,769,704.1239588,541376,2023-07-09,2021-01-14,3.264212236,2.121289298,1.121418181,3,-2,2022-07-25,6,0.846570899,1.990809905,Positive,,Fees,Low,21.16124659,135.7646077,379012,14.30369937,2023-12-01,Transfer,2023-07-09 00:00:00,0.796532176,0.98845929,14.52103383,0.391301209,62223.48409
1298,46,F,East Jack,High,Curator,Bachelor,Divorced,2,Online,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,35,2,FALSE,TRUE,0.795824928,3,2,124,980.1024588,121520,2022-10-24,2023-04-19,3.4716402,3.335289448,2.033028875,7,-88,2023-09-17,19,0.9946089,2.697560602,Positive,International Transfers,App Issues,High,55.19747085,791.6124805,715160,7.339234396,2023-09-15,Credit,2022-10-24 00:00:00,0.638983308,3.572039606,11.68007976,0.288575412,95823.48654
1299,49,Other,Jamesburgh,Medium,Water engineer,Bachelor,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,92,2,TRUE,FALSE,0.970341725,17,9,210,937.902427,196770,2022-10-10,2022-07-14,3.913927858,1.568043573,2.002283365,10,13,2022-08-06,1,0.847378892,4.528816521,Neutral,Mobile Deposit,Fees,Low,99.51467847,992.0358874,844319,4.677494874,2022-11-04,Debit,2022-10-10 00:00:00,0.558672128,2.104863479,10.18238817,0.762178114,96818.93477
1300,19,Other,Port Karenside,Premium,Chemical engineer,Bachelor,Married,1,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,99,6,FALSE,TRUE,0.177335601,12,3,77,406.2930979,31262,2021-11-06,2023-04-29,1.263157039,3.954537861,3.130027049,5,67,2023-12-29,6,0.629547181,1.544478766,Neutral,Mobile Deposit,Customer Service,High,44.94672905,619.3828248,689686,10.59306621,2023-10-13,Debit,2021-11-06 00:00:00,0.412551128,0.433000841,9.884166161,0.554196068,5991.855204
1301,64,Other,Newmanland,High,Sales promotion account executive,Bachelor,Divorced,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,5,FALSE,FALSE,0.094650198,4,9,729,684.2939252,498636,2023-06-20,2021-12-25,1.267045929,3.158671559,4.025962857,7,40,2023-11-04,9,0.906353673,4.789098985,Positive,International Transfers,Transaction Delays,High,47.81422606,634.5543427,575831,20.19252129,2023-09-04,Credit,2023-06-20 00:00:00,0.60786157,1.27844343,11.13772664,0.666925881,55443.78197
1302,39,F,Emilyview,Medium,Professor Emeritus,Master,Single,3,Marketing,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,32,4,TRUE,FALSE,0.98750343,19,6,533,761.7049441,405613,2021-05-20,2023-08-05,4.690043542,4.736794976,2.65636839,4,5,2022-05-16,17,0.675150064,3.646056866,Positive,,App Issues,High,2.831304857,19.14345194,625907,17.81696205,2022-05-22,Transfer,2021-05-20 00:00:00,0.469846224,3.555539409,17.15335751,0.90730172,61154.07022
1303,44,F,East Jessicafort,High,Museum/gallery exhibitions officer,PhD,Divorced,6,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,13,6,TRUE,TRUE,0.554182804,19,6,847,554.0261696,469238,2023-08-19,2021-10-08,3.978020494,3.74886276,2.315171505,2,89,2023-02-23,11,0.641014297,1.299831184,Neutral,Budgeting Tools,Fees,Medium,37.16572268,495.3959441,600017,22.56282507,2023-09-27,Credit,2023-08-19 00:00:00,0.803517296,3.825694291,9.761341801,0.880051144,98115.11357
1304,84,F,Michaelbury,Premium,"Surveyor, building",Bachelor,Married,4,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,47,4,TRUE,FALSE,0.345420891,3,4,681,527.7994448,358887,2023-06-25,2022-02-13,2.368045718,4.926270464,2.139779721,4,-48,2021-02-05,10,0.913713659,3.419333255,Negative,Mobile Deposit,,Low,98.01013221,547.3623464,651347,26.83543298,2023-11-05,Transfer,2023-06-25 00:00:00,0.691933848,7.84942027,13.4491029,0.912664217,56159.33972
1305,73,M,West Christineborough,Medium,Financial adviser,Bachelor,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,36,4,FALSE,TRUE,0.960278409,15,4,297,231.2665144,68607,2022-09-13,2022-01-16,1.098875559,4.249732915,4.670310332,10,83,2023-10-15,15,0.700553273,3.121464807,Negative,Mobile Deposit,,Medium,45.86576925,960.4074755,267506,1.518279609,2023-07-21,Debit,2022-09-13 00:00:00,0.836680129,0.920786538,1.550161581,0.110718419,12234.70711
1306,38,F,Toddmouth,Medium,"Civil engineer, consulting",Master,Divorced,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,4,6,FALSE,TRUE,0.390189099,19,6,10,679.1461873,6790,2022-07-17,2023-02-21,3.437493175,3.120140601,4.762500916,2,-57,2023-03-18,6,0.82277817,3.517267257,Positive,Mobile Deposit,App Issues,Medium,8.158889255,72.13127555,412746,7.48102885,2023-09-29,Transfer,2022-07-17 00:00:00,0.213899807,3.387292651,10.90351918,0.914426664,41701.98458
1307,64,M,Heatherberg,High,"Nurse, children's",High School,Married,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,4,FALSE,TRUE,0.232003835,8,3,117,300.8660135,35100,2021-04-26,2022-08-16,1.996101508,1.900126956,3.318908691,4,95,2023-02-03,13,0.933946538,2.977971302,Negative,Investment Analytics,App Issues,High,78.0007802,118.9155125,751147,23.41475426,2021-05-11,Transfer,2021-04-26 00:00:00,0.700143546,9.296810645,10.52773292,0.747805391,32426.25169
1308,76,M,Lindseychester,Medium,Astronomer,High School,Married,6,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,60,9,TRUE,FALSE,0.803503606,6,0,483,315.519534,152145,2022-12-22,2023-10-02,1.232282676,2.361654344,4.523025425,1,88,2021-08-10,2,0.57634051,4.190659779,Positive,,Fees,Low,87.24467451,384.6641887,450543,27.69200889,2023-07-03,Debit,2022-12-22 00:00:00,0.443233592,1.515369546,19.64134984,0.062258394,18423.81081
1309,23,F,North Lawrence,Premium,Stage manager,High School,Married,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,7,FALSE,TRUE,0.313964488,17,3,900,273.0492246,245700,2023-11-06,2021-03-28,4.020243694,2.501805489,4.950791879,7,81,2023-07-16,7,0.807472185,4.353145402,Neutral,Mobile Deposit,Customer Service,Medium,70.71731644,429.149119,173559,28.08782746,2023-11-10,Credit,2023-11-06 00:00:00,0.925142384,0.242022611,5.36777982,0.3776305,65377.93679
1310,36,F,Lake Jodi,Medium,"Education officer, environmental",PhD,Widowed,2,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,68,6,FALSE,FALSE,0.321977809,9,8,197,75.16776099,14775,2021-06-01,2022-09-11,4.906680932,4.652604353,3.263151381,4,76,2022-04-04,0,0.589888162,3.233731539,Neutral,,App Issues,High,30.14126477,574.1295389,624934,5.545756453,2023-06-16,Transfer,2021-06-01 00:00:00,0.298819457,1.570865201,0.425136177,0.952972491,69504.14203
1311,74,F,Hillstad,Low,Printmaker,High School,Widowed,7,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,37,3,TRUE,TRUE,0.444989725,14,9,684,845.2164044,577980,2022-09-28,2022-09-15,3.988616287,2.029447462,2.190950724,6,-64,2021-02-20,2,0.801913824,1.373449735,Positive,Budgeting Tools,Transaction Delays,Low,32.47190779,952.1863865,608940,3.057856684,2022-10-22,Credit,2022-09-28 00:00:00,0.164726772,9.629983458,18.31120516,0.37001587,45921.74656
1312,20,M,Lake Jessica,Premium,Community arts worker,Bachelor,Single,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,45,4,TRUE,FALSE,0.692958999,8,9,187,864.4333011,161568,2023-08-04,2023-10-09,1.448439352,3.888674527,2.344168119,9,-83,2023-03-25,16,0.745332368,3.00656602,Neutral,Mobile Deposit,Customer Service,Medium,63.053101,613.5997118,177261,27.9448862,2023-11-11,Transfer,2023-08-04 00:00:00,0.931210665,5.09765134,10.36175019,0.957887739,82461.48778
1313,18,Other,Fordstad,High,"Psychotherapist, child",Master,Single,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,2,FALSE,TRUE,0.841763588,17,9,678,726.5173621,492228,2023-07-15,2023-08-08,2.470965895,3.352516107,3.449405375,5,-99,2022-04-21,13,0.936584559,1.379761926,Positive,Budgeting Tools,Transaction Delays,Medium,71.67842416,841.4706978,671146,1.992742027,2023-10-07,Transfer,2023-07-15 00:00:00,0.902446718,6.413846566,2.878549058,0.914747938,69551.20565
1314,75,F,Tonyville,Low,Economist,Master,Single,3,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,14,3,TRUE,FALSE,0.226172049,10,1,230,928.4636312,213440,2021-03-19,2022-04-05,1.992877543,1.687366277,2.524377585,2,83,2023-07-05,9,0.95041959,1.090250308,Negative,,,Low,74.9988701,585.6799341,773597,19.86252446,2022-05-23,Transfer,2021-03-19 00:00:00,0.020121392,0.98901006,2.243688387,0.673948638,59147.14198
1315,55,F,Lake Catherine,Premium,Biomedical scientist,High School,Widowed,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,1,TRUE,FALSE,0.362487593,11,0,280,635.0199196,177800,2021-04-27,2021-02-24,2.496079884,2.07318404,3.039701401,2,77,2023-01-28,9,0.885227248,2.723060793,Positive,Mobile Deposit,,Low,87.7451451,481.5155319,135917,11.96379805,2022-08-10,Credit,2021-04-27 00:00:00,0.961088452,4.218011726,19.5120715,0.217418636,94335.1655
1316,32,F,Micheleberg,Medium,"Programmer, systems",Master,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,26,9,TRUE,TRUE,0.496168646,1,8,664,643.2337375,426952,2023-01-26,2021-01-06,3.230252274,2.135822595,1.918852305,9,-4,2023-09-04,0,0.81433393,4.879409247,Negative,Budgeting Tools,,Medium,64.47109038,898.0403106,468944,8.357837839,2023-05-29,Debit,2023-01-26 00:00:00,0.584784772,5.134554451,7.464947597,0.674784319,14187.84303
1317,51,M,West Jessica,Medium,"Engineer, structural",Bachelor,Married,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,3,TRUE,FALSE,0.025610751,8,5,232,888.8019814,206016,2022-08-11,2021-11-12,3.539393135,1.716780421,4.974538173,5,96,2021-08-12,11,0.641493828,1.682204959,Neutral,Mobile Deposit,App Issues,Medium,58.37076994,35.78829566,496313,8.20213514,2022-12-08,Debit,2022-08-11 00:00:00,0.966802174,4.855028054,10.99898538,0.060298033,17189.03541
1318,78,M,Lake Charlestown,Premium,"Engineer, civil (contracting)",High School,Married,5,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,8,FALSE,FALSE,0.697105562,16,1,787,216.4569249,169992,2021-06-07,2022-06-22,2.232789336,4.137946081,1.767882197,8,27,2022-09-29,14,0.743916891,4.215344028,Negative,Investment Analytics,,High,46.22749897,641.9558117,728294,10.76784524,2022-09-13,Transfer,2021-06-07 00:00:00,0.466274162,8.601856135,6.174452782,0.346486205,48556.50155
1319,52,Other,Port Bonniefurt,Medium,Probation officer,Bachelor,Single,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,4,FALSE,FALSE,0.56596767,2,6,852,441.1127191,375732,2021-07-04,2022-09-07,3.697029865,2.252977304,4.656097435,5,-89,2022-11-12,14,0.57729054,1.040017588,Positive,Investment Analytics,Fees,Medium,88.41193666,812.8636026,763854,10.87765845,2023-08-17,Credit,2021-07-04 00:00:00,0.912441413,2.029539737,0.362758184,0.09720739,5985.160022
1320,81,F,North Andrea,Low,"Engineer, water",PhD,Single,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,8,TRUE,FALSE,0.133560415,13,3,116,707.096707,82012,2023-11-05,2023-08-26,3.737311996,3.135089311,4.475645962,2,-85,2021-10-22,9,0.503984906,1.367476539,Positive,International Transfers,Transaction Delays,Low,37.45300929,254.9947603,930678,24.46067294,2023-11-22,Debit,2023-11-05 00:00:00,0.84697749,3.943774611,15.42374305,0.827293837,94021.90803
1321,42,M,Valdezberg,Medium,Systems analyst,Bachelor,Widowed,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,7,FALSE,TRUE,0.130327935,2,8,988,275.9701473,271700,2023-02-27,2021-09-12,4.972316395,3.947194969,4.241567945,4,85,2021-06-21,0,0.783527009,4.353308672,Positive,,,High,29.98714237,66.22832365,624673,15.95070638,2023-09-05,Debit,2023-02-27 00:00:00,0.094901898,6.33323415,11.75312956,0.728911174,71505.17241
1322,41,Other,Philipshire,High,Television floor manager,Bachelor,Married,3,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,4,TRUE,FALSE,0.895182176,5,5,427,236.337131,100772,2023-08-06,2022-08-13,2.924348702,4.874882682,4.748199826,4,-83,2021-07-15,5,0.631078019,2.522492874,Negative,International Transfers,Fees,Medium,84.14657277,114.7866775,961467,28.24551167,2023-11-27,Transfer,2023-08-06 00:00:00,0.231508163,7.938648854,12.4078066,0.070005138,28697.9262
1323,29,F,Dennishaven,Low,Electronics engineer,Bachelor,Divorced,1,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,30,7,TRUE,FALSE,0.683311464,10,6,587,899.2888581,527713,2021-03-26,2023-05-05,2.314983381,4.640692563,4.222908308,7,-74,2021-12-13,13,0.639711678,4.874184148,Negative,,Fees,Low,39.75739705,791.4363228,601210,19.18375576,2023-09-27,Debit,2021-03-26 00:00:00,0.170628731,5.015744373,13.67494714,0.994768165,37255.61063
1324,35,M,South Michaeltown,Medium,Air cabin crew,Bachelor,Divorced,6,Referral,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,37,8,TRUE,FALSE,0.388060612,2,2,891,996.0475221,887436,2023-07-11,2022-01-03,4.431416491,1.848433983,2.410129403,5,10,2022-03-02,9,0.589150611,1.247146857,Positive,Investment Analytics,Customer Service,Medium,89.86313671,188.6138229,945595,12.24926734,2023-07-22,Debit,2023-07-11 00:00:00,0.434522942,6.989015338,3.028105546,0.156076981,16565.05813
1325,32,F,Port Tamara,High,"Journalist, magazine",PhD,Widowed,5,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,7,3,TRUE,FALSE,0.338081322,14,5,599,392.5442351,234808,2022-01-21,2023-10-05,1.672749855,4.576378934,1.678295136,9,-90,2023-10-01,16,0.538759187,2.339896024,Negative,Investment Analytics,,Low,67.65025359,217.6670636,370018,15.97461835,2022-04-15,Credit,2022-01-21 00:00:00,0.420381701,0.514485658,7.682417806,0.0407388,17072.09998
1326,44,F,Port Willie,Medium,"Education officer, environmental",High School,Widowed,5,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,94,5,TRUE,TRUE,0.316853242,7,0,591,244.2383071,144204,2022-10-21,2022-05-17,2.787421171,4.384536077,3.015207394,1,-35,2022-05-27,0,0.624379874,3.331976359,Neutral,International Transfers,Transaction Delays,High,93.44014522,466.8853706,773098,28.18248789,2023-05-13,Credit,2022-10-21 00:00:00,0.429951041,2.158315213,9.357361935,0.38828856,4117.106476
1327,77,M,Mooreshire,High,Drilling engineer,Bachelor,Widowed,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,3,TRUE,TRUE,0.654659645,1,4,597,410.4149028,244770,2023-09-02,2021-02-28,3.506164835,1.119668524,1.021819669,7,-76,2021-06-21,17,0.617282215,3.743898288,Neutral,Mobile Deposit,Transaction Delays,Low,14.45853112,281.5123724,886757,25.03276343,2023-10-12,Transfer,2023-09-02 00:00:00,0.748220771,0.174664011,15.23888454,0.372920653,13139.08177
1328,63,M,Lake Jessica,High,"Designer, fashion/clothing",High School,Married,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,58,7,FALSE,FALSE,0.178748425,10,9,100,310.8137613,31000,2023-10-24,2021-09-02,1.569940128,4.538430423,4.795661374,8,-68,2021-10-17,18,0.706342096,3.025503506,Neutral,Budgeting Tools,Transaction Delays,Medium,18.72003181,943.7191828,892519,27.73164522,2023-11-11,Debit,2023-10-24 00:00:00,0.671441535,6.81093271,12.69874175,0.604303798,20654.08857
1329,34,M,Billyfort,Medium,Technical author,Master,Single,5,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,78,6,FALSE,FALSE,0.987434933,13,4,639,823.5412926,525897,2021-11-05,2022-07-22,1.21837307,3.137788423,4.424655631,8,-66,2023-04-06,2,0.538091761,4.371908461,Neutral,International Transfers,Fees,Medium,94.92766781,359.0813483,591818,21.23193068,2023-02-02,Credit,2021-11-05 00:00:00,0.578205814,0.512846633,8.717398715,0.391978818,88104.8161
1330,70,F,North Joseph,Medium,Tax adviser,Bachelor,Single,1,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,53,1,TRUE,FALSE,0.687055371,2,1,909,901.9531058,819009,2021-05-07,2023-10-07,2.588632643,1.766304576,4.284250094,10,-37,2023-08-28,16,0.732033228,3.651746204,Negative,Budgeting Tools,Customer Service,Low,79.88467708,110.4664965,335970,18.97839673,2022-07-05,Transfer,2021-05-07 00:00:00,0.426607163,3.829263824,7.982421223,0.046540265,50590.67669
1331,25,F,North Elizabeth,Medium,Volunteer coordinator,Bachelor,Widowed,7,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,57,5,FALSE,TRUE,0.127120079,9,5,544,397.0123147,215968,2023-07-12,2021-05-17,2.399569676,4.981293778,2.429227718,7,72,2023-12-08,16,0.527580107,4.749556944,Neutral,Budgeting Tools,Fees,Low,57.31748284,270.311466,392234,7.36668748,2023-08-04,Transfer,2023-07-12 00:00:00,0.208380829,1.20449395,15.42525229,0.802745958,71785.69345
1332,44,Other,Paulmouth,High,"Engineer, site",Master,Married,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,4,TRUE,FALSE,0.138030151,17,2,778,603.5805233,469134,2021-07-31,2023-01-11,3.979942194,2.247551631,1.459278016,8,-36,2022-04-22,4,0.597894918,4.12413611,Positive,Mobile Deposit,Fees,High,85.3369607,206.0200563,111431,10.59239366,2022-03-16,Debit,2021-07-31 00:00:00,0.310539714,0.168579055,10.83181143,0.516311324,94881.52384
1333,63,F,North Tinamouth,High,Paramedic,High School,Divorced,3,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,25,2,FALSE,TRUE,0.648293286,17,3,827,87.97600917,71949,2022-12-05,2023-09-12,3.132566301,1.750624242,3.844470109,1,14,2021-05-01,13,0.921632542,4.86336054,Positive,Investment Analytics,App Issues,Medium,71.0960758,391.1236473,687454,1.739037694,2023-07-07,Credit,2022-12-05 00:00:00,0.19811414,7.687688456,19.72297486,0.68137195,52267.48329
1334,67,M,Lake Tanyaview,Medium,Dramatherapist,PhD,Widowed,1,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,47,1,FALSE,FALSE,0.383174279,11,2,814,467.5666226,380138,2021-06-22,2023-06-13,1.090778744,1.692031789,3.592523465,7,52,2023-10-08,15,0.531890995,3.947890026,Neutral,Investment Analytics,Customer Service,Low,49.01943019,271.0851811,374938,17.27134199,2023-05-02,Credit,2021-06-22 00:00:00,0.84612022,7.650616358,0.529371988,0.073830979,49702.1203
1335,20,F,Bethshire,Medium,Chiropractor,Bachelor,Married,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,10,7,FALSE,FALSE,0.659957736,18,0,613,16.76941902,9808,2023-10-31,2022-06-13,4.676488636,3.105311531,4.293074192,6,80,2022-06-01,2,0.552373548,1.958286474,Neutral,Investment Analytics,App Issues,Low,70.99866169,953.4955214,427571,19.18666898,2023-12-05,Credit,2023-10-31 00:00:00,0.128850548,0.115918167,15.28082414,0.640374167,90742.70473
1336,81,Other,South Desiree,Medium,Physiotherapist,Master,Widowed,6,Online,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,22,7,TRUE,FALSE,0.722516881,18,0,891,674.3837291,600534,2021-12-20,2023-09-02,4.443385314,1.699132604,3.037777956,2,88,2023-04-24,4,0.792173068,3.073610311,Positive,,Transaction Delays,Medium,41.96422117,905.0644521,636249,22.52246165,2022-02-28,Debit,2021-12-20 00:00:00,0.188707872,1.866682374,2.981682159,0.876816464,47083.53219
1337,61,Other,Brianaland,Medium,"Journalist, newspaper",Master,Married,6,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,33,6,FALSE,FALSE,0.537920057,8,4,800,184.2604954,147200,2021-03-22,2021-09-02,1.298988426,3.079302185,1.605495386,4,61,2022-09-30,5,0.631437477,2.387766781,Negative,Budgeting Tools,App Issues,Low,95.45938305,704.7595432,377882,25.68125496,2022-01-22,Transfer,2021-03-22 00:00:00,0.485169522,4.657648517,17.30290279,0.221545438,13256.76614
1338,70,M,Nicholasbury,Medium,Textile designer,Bachelor,Married,5,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,32,5,TRUE,TRUE,0.256553727,0,9,433,879.2612187,380607,2022-05-23,2023-02-04,2.019615886,3.948865827,4.271008405,8,42,2022-11-23,3,0.886698829,2.856329526,Positive,Investment Analytics,,High,49.77140787,909.9327765,886470,8.858175249,2023-12-09,Debit,2022-05-23 00:00:00,0.812662275,9.941400903,5.498476794,0.532514281,44108.87897
1339,41,M,Gomezstad,High,Call centre manager,High School,Widowed,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,9,TRUE,TRUE,0.55116112,11,5,84,633.7284772,53172,2023-06-16,2023-11-16,3.495309739,4.794570051,3.809188059,1,97,2021-11-05,2,0.713629721,2.942757325,Positive,International Transfers,App Issues,Low,13.9951854,647.8114444,959141,5.313588756,2023-06-30,Transfer,2023-06-16 00:00:00,0.904340112,1.158626213,4.85596551,0.93008106,12200.49524
1340,77,Other,Sparkstown,Medium,Immunologist,High School,Single,3,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,96,2,TRUE,FALSE,0.421865385,1,4,295,928.8508696,273760,2023-06-19,2021-02-05,1.721713344,2.470397101,4.831791683,5,-19,2021-03-16,3,0.786386567,4.803883165,Neutral,Mobile Deposit,,Medium,37.2074871,774.0159003,242683,3.520381367,2023-07-24,Debit,2023-06-19 00:00:00,0.559375964,1.557581477,10.45278596,0.525403601,61464.08359
1341,20,Other,South Gabriel,High,Fashion designer,Bachelor,Widowed,6,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,1,3,FALSE,FALSE,0.89033706,1,3,495,938.7853995,464310,2023-12-10,2022-06-16,4.895288982,4.903608886,1.359098587,4,5,2022-10-21,6,0.555286621,3.962750728,Neutral,Investment Analytics,App Issues,Low,61.47332612,823.8071308,341007,16.2835779,2023-12-21,Credit,2023-12-10 00:00:00,0.274596851,9.309581782,9.048132125,0.444475705,3363.58232
1342,37,Other,New Dawnborough,Medium,Surgeon,Master,Single,5,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,60,9,TRUE,TRUE,0.740211324,4,5,179,177.4717112,31683,2023-12-07,2021-11-30,2.682820244,4.955639076,3.347096495,3,55,2023-04-13,2,0.848704834,4.052458022,Neutral,International Transfers,Customer Service,High,41.51409335,158.8467109,376408,8.022116004,2023-12-14,Debit,2023-12-07 00:00:00,0.962952283,2.740692956,6.265034272,0.95406125,92970.91965
1343,63,M,East Eric,Medium,Statistician,Bachelor,Single,5,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,3,2,FALSE,TRUE,0.618984136,0,8,656,518.0337345,339808,2021-11-22,2021-04-30,3.818252103,3.352111359,3.545916777,1,-48,2021-01-12,11,0.973357603,4.613449927,Positive,Investment Analytics,Transaction Delays,Medium,95.67443291,654.8584435,14351,5.905628515,2023-09-03,Credit,2021-11-22 00:00:00,0.599191553,7.791906583,6.469946272,0.306593691,25076.73244
1344,32,Other,Lake Jerrymouth,Low,Cytogeneticist,PhD,Divorced,3,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,11,3,FALSE,FALSE,0.039722925,11,3,295,203.5060584,59885,2023-01-16,2021-10-27,3.044873437,2.20992245,4.999591676,6,-79,2022-07-04,9,0.980323136,1.034828209,Neutral,Investment Analytics,,Low,95.70686697,536.954912,681896,16.69732032,2023-01-26,Debit,2023-01-16 00:00:00,0.134192627,0.781854545,5.428622741,0.142894387,54250.69647
1345,42,Other,South Emmafort,High,Fast food restaurant manager,PhD,Married,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,28,6,FALSE,FALSE,0.990169613,4,8,316,458.6073392,144728,2023-02-03,2022-10-17,2.233261248,4.412231947,4.329821856,2,-93,2022-03-05,4,0.824668927,3.957254767,Negative,International Transfers,Fees,Medium,61.4704515,865.5334608,346420,18.03909151,2023-10-23,Credit,2023-02-03 00:00:00,0.682527059,6.90802892,8.293037698,0.427174731,54313.02419
1346,34,M,New Evan,Low,Dietitian,High School,Widowed,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,41,7,TRUE,FALSE,0.566271401,13,9,901,455.5933298,409955,2022-08-03,2023-08-03,3.787721548,1.212994888,2.250242112,5,83,2023-09-28,13,0.541243195,3.977374699,Neutral,,App Issues,Low,2.040070685,622.0982751,798425,4.208750754,2023-05-17,Credit,2022-08-03 00:00:00,0.235888134,5.270114671,13.01578986,0.202319177,21711.52525
1347,26,F,Johnsonton,Low,"Journalist, broadcasting",PhD,Married,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,82,2,TRUE,FALSE,0.25897762,7,6,849,738.3924185,626562,2023-03-05,2021-10-05,2.901517618,2.762657033,2.891172799,9,51,2023-10-21,1,0.929360556,2.951325993,Neutral,International Transfers,Transaction Delays,High,43.73338633,662.7160858,63109,15.71882044,2023-06-12,Debit,2023-03-05 00:00:00,0.403395418,3.673478834,9.043351106,0.133757239,96905.66994
1348,55,F,New Brittany,Medium,Medical physicist,Master,Divorced,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,56,8,FALSE,TRUE,0.591525659,10,3,740,976.3615287,722240,2023-04-18,2023-01-02,3.543196832,3.535115703,2.430020542,10,-89,2022-10-04,1,0.996670239,2.214961786,Neutral,Budgeting Tools,,High,64.67315469,577.6913488,9859,2.818326198,2023-12-19,Debit,2023-04-18 00:00:00,0.207970168,7.120665667,8.914731326,0.471250601,40921.43333
1349,65,Other,Lake William,High,Financial risk analyst,PhD,Single,7,Marketing,New,FALSE,FALSE,FALSE,FALSE,TRUE,1,49,9,TRUE,TRUE,0.817895952,17,9,704,632.6786592,444928,2022-11-24,2021-12-01,2.572321794,4.925256256,4.671408343,1,51,2022-04-28,14,0.567306092,1.204058249,Positive,Mobile Deposit,Transaction Delays,Medium,90.30370891,278.3855301,359097,23.63726828,2023-11-29,Debit,2022-11-24 00:00:00,0.02555871,7.041789295,18.54080255,0.329605684,22433.96462
1350,77,F,North Gabriel,Low,Technical brewer,Bachelor,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,65,1,FALSE,TRUE,0.538557017,9,3,688,817.8734747,562096,2021-04-18,2021-04-19,4.989403933,3.78156763,3.09649508,7,28,2022-10-22,1,0.914539482,4.874551205,Neutral,,Fees,Medium,21.32417147,563.7971432,708122,17.60663966,2022-05-31,Transfer,2021-04-18 00:00:00,0.840586895,4.708469207,18.43767817,0.284140987,21807.43825
1351,80,F,New Susan,Low,"Sound technician, broadcasting/film/video",Master,Married,7,Online,Premium,FALSE,FALSE,FALSE,FALSE,FALSE,0,6,6,TRUE,TRUE,0.776888922,8,2,538,409.6247276,220042,2022-11-17,2022-07-13,1.826417499,1.924532111,4.607180899,3,3,2023-08-03,3,0.5777812,2.971689736,Neutral,Mobile Deposit,Transaction Delays,Low,9.47229559,981.2895071,147276,17.90676614,2023-09-28,Debit,2022-11-17 00:00:00,0.016775323,9.212288065,9.206514034,0.350659677,54614.02898
1352,19,F,Lake Jessicaport,High,"Engineer, electronics",High School,Divorced,5,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,56,4,FALSE,TRUE,0.413037738,14,6,51,82.09488999,4182,2021-05-15,2023-01-10,1.732433876,4.413922778,2.447772142,1,55,2023-09-17,9,0.723727568,1.467507823,Negative,Investment Analytics,Customer Service,Medium,70.11691865,635.2170118,797,21.50526153,2023-02-02,Credit,2021-05-15 00:00:00,0.647406765,5.05521557,4.670789238,0.441239253,9310.334557
1353,28,F,East Shanefort,High,IT consultant,High School,Single,3,Referral,Regular,FALSE,FALSE,FALSE,TRUE,FALSE,1,45,5,TRUE,TRUE,0.589962786,9,3,324,519.5251677,168156,2022-11-07,2023-05-10,1.037748786,3.630868356,1.71902051,7,35,2023-11-20,11,0.962378127,3.672343957,Positive,Investment Analytics,Customer Service,Low,25.72528802,866.4482521,108530,6.46175133,2023-01-28,Credit,2022-11-07 00:00:00,0.2295865,6.647815952,3.158510187,0.358201846,82869.13154
1354,81,Other,Jacksonchester,Medium,"Surveyor, commercial/residential",PhD,Single,1,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,21,6,FALSE,FALSE,0.422250247,3,9,614,904.8939095,555056,2021-07-13,2022-12-31,4.482153898,4.457835089,3.166073361,10,-98,2021-06-16,12,0.966040812,4.125344604,Positive,Investment Analytics,Transaction Delays,High,88.30755777,520.8185655,393590,5.614399601,2023-04-29,Debit,2021-07-13 00:00:00,0.528082014,7.748126962,17.91275915,0.208707155,18077.21681
1355,38,F,Port Brandi,High,Insurance account manager,High School,Married,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,10,6,TRUE,FALSE,0.527796402,10,3,622,247.8548959,153634,2023-03-03,2021-04-10,1.628510963,3.78348595,4.948574735,7,-20,2021-08-04,8,0.776312149,4.681704913,Negative,Mobile Deposit,App Issues,Medium,86.68890985,437.209819,592625,9.382073277,2023-09-22,Credit,2023-03-03 00:00:00,0.899631355,5.934054521,9.46387997,0.12862189,98374.03063
1356,35,F,New Donna,Medium,"Geologist, engineering",Bachelor,Single,3,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,32,7,TRUE,FALSE,0.167509866,16,6,154,270.2321409,41580,2022-08-05,2022-08-17,1.986472485,2.390559229,3.513906413,6,100,2023-05-22,3,0.968196004,2.946806659,Neutral,International Transfers,Customer Service,Medium,56.16953876,286.8337182,249509,17.38726074,2023-06-03,Credit,2022-08-05 00:00:00,0.810830036,2.080913518,15.22371541,0.364215713,61510.71503
1357,81,M,Garymouth,High,Pensions consultant,Master,Divorced,7,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,53,9,FALSE,FALSE,0.598642066,17,6,532,113.7368255,60116,2022-06-01,2022-08-21,1.825428526,1.466316656,1.220086242,9,15,2021-06-08,11,0.518885445,4.236688092,Negative,,App Issues,High,49.18280796,978.6709075,410384,24.74114916,2023-03-03,Credit,2022-06-01 00:00:00,0.155820643,1.088986918,11.72199671,0.371744749,14059.07971
1358,55,Other,Carlsonland,High,Community education officer,Bachelor,Single,3,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,4,TRUE,TRUE,0.978951167,16,1,205,996.8520187,204180,2021-11-04,2023-12-21,4.916952545,3.767010482,1.135040247,2,86,2023-02-09,5,0.843085953,4.423124887,Positive,,Transaction Delays,Medium,5.346462308,953.2471703,310069,29.70032527,2022-09-08,Credit,2021-11-04 00:00:00,0.160241571,1.302286893,4.381602696,0.114088268,96554.9029
1359,49,M,South Paul,Low,Records manager,Bachelor,Widowed,2,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,4,9,FALSE,FALSE,0.764816529,0,7,71,420.5870648,29820,2022-11-14,2021-06-07,4.412211064,1.812672827,2.718622275,6,14,2021-09-18,6,0.714129643,1.85351128,Neutral,Mobile Deposit,Transaction Delays,High,99.57613077,869.7790398,699242,24.64850578,2023-07-07,Transfer,2022-11-14 00:00:00,0.709487599,2.192370156,5.6068803,0.218194163,54243.15849
1360,28,M,North Jameshaven,High,"Psychologist, educational",Bachelor,Widowed,6,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,67,1,TRUE,FALSE,0.320048475,11,6,152,305.8852916,46360,2021-06-16,2023-11-19,3.99639978,1.261702962,1.149362348,2,9,2021-01-28,17,0.776915056,2.679860525,Neutral,Budgeting Tools,App Issues,Low,24.6519046,854.0335422,4755,14.77857393,2023-08-17,Debit,2021-06-16 00:00:00,0.593125752,3.128594084,18.21785382,0.920626859,64054.11533
1361,62,Other,Serranoville,Medium,"Research officer, government",Bachelor,Married,3,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,13,9,FALSE,TRUE,0.863860318,14,0,579,927.5042816,536733,2021-10-17,2022-02-01,2.55244311,2.170973461,1.418250311,2,-26,2021-11-28,17,0.596767695,3.415982142,Neutral,Mobile Deposit,,High,41.11950154,488.5959599,999921,17.27893284,2023-03-11,Debit,2021-10-17 00:00:00,0.083952602,8.425302168,9.017260665,0.09531865,29003.29195
1362,50,F,South Rachel,Medium,English as a foreign language teacher,Master,Divorced,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,2,8,FALSE,TRUE,0.895725024,16,9,195,813.1290037,158535,2022-12-18,2022-01-11,1.027039365,2.268030479,4.013775901,7,4,2023-12-01,5,0.600886937,3.152002135,Negative,Investment Analytics,App Issues,High,62.11383101,643.8163796,687071,8.496253897,2023-03-20,Transfer,2022-12-18 00:00:00,0.550266428,3.57054432,10.86646047,0.079215351,26961.99289
1363,58,M,Port Amandaville,High,"Designer, television/film set",Master,Single,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,81,2,TRUE,TRUE,0.176806279,19,8,818,878.1962334,718204,2022-09-28,2021-07-13,4.87140929,4.970069031,4.033051758,4,-67,2021-09-06,18,0.864694207,4.979204367,Negative,,Customer Service,Low,41.56565264,66.5287201,898941,6.689553183,2023-03-12,Debit,2022-09-28 00:00:00,0.291249733,1.29651972,6.021519559,0.364082636,27008.61666
1364,25,Other,South Donnaside,Premium,"Nurse, learning disability",Bachelor,Single,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,7,FALSE,TRUE,0.053133861,2,7,886,950.9101772,841700,2023-03-14,2021-12-09,1.813241146,3.253817497,1.738787162,8,47,2021-12-07,13,0.884026262,2.490997754,Positive,,Fees,High,81.95213248,42.03216038,535855,4.265877048,2023-03-18,Debit,2023-03-14 00:00:00,0.128256082,1.969934105,9.471549962,0.81515439,60873.59042
1365,28,F,Port Erikachester,Low,Horticultural consultant,Bachelor,Single,2,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,7,FALSE,TRUE,0.572475941,6,0,502,858.2182125,430716,2021-09-22,2022-10-23,1.263052746,4.960031121,4.404438194,5,46,2022-02-09,3,0.820182573,4.468866359,Neutral,Budgeting Tools,Fees,High,8.266536144,316.15273,211804,15.5408431,2023-03-20,Credit,2021-09-22 00:00:00,0.89723459,5.852848997,16.21645833,0.540552768,63347.4518
1366,68,Other,Woodton,Low,Firefighter,High School,Widowed,4,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,3,2,TRUE,TRUE,0.475882886,0,4,16,985.7978675,15760,2021-06-23,2022-10-10,2.52113619,4.089768113,1.702289932,7,11,2023-06-16,19,0.672830247,1.778091532,Neutral,Mobile Deposit,Transaction Delays,High,76.19594522,614.8918026,756564,5.29555559,2022-04-07,Debit,2021-06-23 00:00:00,0.779945595,3.441161101,16.57044045,0.021241114,77809.65942
1367,58,M,Perezfort,Low,Advertising account planner,High School,Divorced,2,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,66,8,FALSE,TRUE,0.714686207,19,5,223,642.9528168,143166,2022-09-27,2022-09-09,2.114820133,2.977858632,4.0569748,2,19,2021-08-21,11,0.853034644,4.63294755,Negative,International Transfers,App Issues,High,23.38713416,735.1401524,199668,1.611750185,2023-09-07,Debit,2022-09-27 00:00:00,0.236028985,3.852873392,12.0041423,0.214918531,79815.5951
1368,34,F,Bellshire,Premium,"Teacher, English as a foreign language",Master,Single,4,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,63,6,TRUE,TRUE,0.293058688,10,7,673,248.4833948,166904,2023-02-11,2022-07-10,4.77624966,2.136764114,3.40965844,10,17,2021-03-21,15,0.758979496,1.05357361,Neutral,International Transfers,Customer Service,High,67.37900094,407.7680291,127217,5.401256863,2023-05-16,Transfer,2023-02-11 00:00:00,0.739502558,3.572827383,7.436632679,0.967014017,97247.1693
1369,63,F,South Dennisfort,High,Learning mentor,High School,Married,3,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,90,6,FALSE,FALSE,0.380211934,4,9,206,175.4616575,36050,2022-11-04,2023-01-13,1.109095828,1.896770398,4.425937015,2,-42,2023-05-19,13,0.85053459,3.919940135,Positive,International Transfers,Customer Service,High,78.6905515,779.7774817,573159,11.56993991,2023-03-07,Debit,2022-11-04 00:00:00,0.374989387,4.79820287,0.54810083,0.58827213,28052.84029
1370,49,Other,Port Christopher,High,Games developer,Master,Divorced,1,Online,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,91,5,TRUE,FALSE,0.263852267,2,6,505,606.2427448,306030,2021-09-19,2021-07-16,4.915380988,1.937210853,4.013600422,3,100,2023-10-12,7,0.607675247,2.867547634,Positive,Investment Analytics,App Issues,Medium,82.02196587,843.8080933,477104,6.787980067,2023-10-20,Debit,2021-09-19 00:00:00,0.441614251,5.517048172,8.139227401,0.296469581,97964.73441
1371,71,F,Scotttown,Low,Forensic scientist,Master,Divorced,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,85,8,FALSE,FALSE,0.292137483,19,4,690,365.2910967,251850,2023-12-15,2023-12-31,3.346869186,4.445840349,1.001324384,5,-18,2021-12-16,9,0.745945481,1.0329034,Negative,International Transfers,App Issues,High,62.92616272,343.9835701,945857,6.612406718,2023-12-19,Credit,2023-12-15 00:00:00,0.754970044,5.695133006,1.08033999,0.344316503,92777.33755
1372,37,M,New Alexandrahaven,High,Technical brewer,PhD,Single,5,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,41,9,FALSE,FALSE,0.009287354,8,0,372,139.9307925,51708,2021-07-11,2022-12-22,2.199307541,2.585520299,1.242967057,8,65,2023-12-11,10,0.562897698,4.577498333,Positive,Mobile Deposit,App Issues,Medium,74.81625239,972.2114704,115929,7.408216044,2022-03-24,Credit,2021-07-11 00:00:00,0.070971392,5.761737998,5.556021872,0.545605763,48827.40018
1373,50,M,South Diamondmouth,High,Research scientist (physical sciences),Master,Widowed,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,5,TRUE,FALSE,0.510755516,7,3,601,799.2912504,480199,2023-05-18,2021-10-22,4.472482421,2.804542863,1.12869492,9,52,2023-09-25,15,0.981175044,3.661091654,Positive,International Transfers,Fees,Low,73.94566845,285.8182148,404826,26.54597757,2023-07-01,Transfer,2023-05-18 00:00:00,0.322441508,1.234082822,7.590939112,0.26697152,21455.79318
1374,57,M,Coxberg,High,Tree surgeon,High School,Divorced,2,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,79,1,FALSE,FALSE,0.473154588,1,8,375,356.2900689,133500,2023-11-08,2021-01-27,2.668360549,3.468775113,4.334130681,8,55,2021-10-14,16,0.99681801,3.904456329,Neutral,Budgeting Tools,,Low,2.558681922,606.4268979,13146,2.48228913,2023-11-21,Transfer,2023-11-08 00:00:00,0.773179899,7.984497265,9.549607042,0.129036484,69415.18223
1375,49,Other,Pearsonview,Medium,Commercial horticulturist,PhD,Married,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,6,FALSE,TRUE,0.355874742,18,7,115,450.7167852,51750,2023-01-12,2021-10-08,3.130349437,1.224177419,3.383729723,2,-58,2023-05-07,9,0.714629196,3.447872996,Neutral,Budgeting Tools,Customer Service,Low,60.51363943,205.1890443,483809,9.665009819,2023-06-15,Debit,2023-01-12 00:00:00,0.604481604,0.874027014,17.08304343,0.529037277,51586.03082
1376,19,F,Melissachester,Low,Education administrator,High School,Divorced,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,18,1,FALSE,TRUE,0.540190334,15,9,386,615.6678062,237390,2021-02-07,2023-11-28,1.570749159,2.899007526,4.872007058,5,1,2023-03-29,3,0.698141865,4.669162917,Negative,International Transfers,App Issues,High,31.51636292,672.7240444,84596,11.84516836,2023-12-23,Transfer,2021-02-07 00:00:00,0.291654755,2.983041914,1.128098159,0.347382482,92306.67932
1377,50,F,Cherylfurt,Medium,Product manager,Master,Widowed,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,93,5,FALSE,FALSE,0.391760311,15,9,571,407.974425,232397,2023-01-13,2022-07-31,4.52126531,1.063943236,2.553951478,3,8,2021-01-19,15,0.71393137,4.267783526,Negative,International Transfers,,High,47.9591381,52.59018685,602894,8.41918876,2023-01-15,Transfer,2023-01-13 00:00:00,0.320254203,9.647846611,1.053796643,0.755221101,4274.796548
1378,47,F,South Andrea,High,Trade mark attorney,Master,Married,2,Marketing,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,6,FALSE,FALSE,0.432561186,3,1,297,867.607115,257499,2022-09-25,2023-02-03,4.513154817,3.9794095,1.715454411,4,-87,2022-08-31,1,0.593268979,2.184353279,Positive,Budgeting Tools,Transaction Delays,Low,64.96776847,637.8130984,150481,11.4227927,2023-10-22,Transfer,2022-09-25 00:00:00,0.88819611,9.896397285,17.27037346,0.369673989,46437.30629
1379,50,M,Whiteside,Low,Television floor manager,Bachelor,Widowed,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,3,FALSE,FALSE,0.001984448,9,1,973,982.5973232,955486,2022-01-05,2023-09-21,4.006637453,1.091393015,2.360150277,3,-75,2021-08-29,15,0.604040823,2.361346246,Negative,Investment Analytics,Transaction Delays,Medium,92.33329062,963.6515115,228228,18.87209224,2022-02-06,Debit,2022-01-05 00:00:00,0.90844503,4.676324084,15.12001168,0.869181524,79867.83083
1380,43,F,Kingport,High,Print production planner,Master,Single,5,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,30,1,FALSE,FALSE,0.066307048,16,7,191,391.4189725,74681,2022-03-15,2023-04-24,3.904012899,3.820333986,2.082779704,3,52,2023-06-11,17,0.987486458,1.509020818,Negative,Mobile Deposit,Customer Service,Low,66.99130931,362.0708778,269482,4.191505345,2022-12-20,Debit,2022-03-15 00:00:00,0.111320373,5.932254276,0.554579323,0.966739239,28479.23823
1381,39,M,Kimfurt,Medium,"Accountant, chartered",PhD,Divorced,2,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,42,2,FALSE,TRUE,0.150702526,14,2,978,186.5927344,181908,2022-12-01,2022-11-28,1.800948713,1.803275317,4.394226909,2,84,2022-08-26,5,0.669532706,1.191249569,Negative,Investment Analytics,Customer Service,High,41.47417633,810.6449085,162856,10.80074672,2023-01-10,Transfer,2022-12-01 00:00:00,0.088856767,9.916350066,16.71124621,0.317002129,25061.64974
1382,83,F,Port Michelle,High,"Embryologist, clinical",Master,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,3,FALSE,TRUE,0.184020483,17,4,318,285.3435125,90630,2023-09-23,2021-11-30,2.770713147,4.250165456,2.06401662,3,24,2022-07-10,19,0.935153252,4.119297508,Positive,,Transaction Delays,Medium,39.55534323,227.9788284,991130,4.145483801,2023-11-20,Transfer,2023-09-23 00:00:00,0.769104233,5.041020478,11.13914288,0.154102796,63669.15159
1383,55,M,Lake Jerryburgh,Medium,"Teacher, English as a foreign language",Bachelor,Widowed,2,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,72,3,FALSE,FALSE,0.45219258,1,8,84,677.2191163,56868,2022-01-29,2021-07-29,1.367640612,2.265742721,1.533718225,10,53,2023-12-07,7,0.503825553,2.320245032,Positive,Mobile Deposit,,Medium,31.15854725,589.3543177,851758,21.9104589,2022-06-07,Credit,2022-01-29 00:00:00,0.698520366,6.12651806,3.306135697,0.142572372,96878.86788
1384,63,F,East Williammouth,Low,Ecologist,Master,Single,3,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,76,2,TRUE,FALSE,0.874910844,7,1,130,91.45302632,11830,2022-04-09,2022-03-23,3.36595679,4.618049979,2.331978799,8,41,2022-10-23,3,0.798148127,3.162591778,Positive,Investment Analytics,App Issues,Medium,62.71791641,181.2223693,757717,25.87223759,2023-02-18,Debit,2022-04-09 00:00:00,0.720862349,2.836368172,13.94956795,0.061377935,5466.346184
1385,32,Other,East Paultown,Medium,Printmaker,Master,Married,2,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,20,6,TRUE,FALSE,0.406033846,9,7,775,677.8698857,524675,2021-10-09,2021-11-13,1.844575253,3.95462063,4.190927236,8,93,2023-02-01,10,0.613872669,3.821678259,Positive,Mobile Deposit,App Issues,Medium,67.85754186,861.0477122,388667,16.64856324,2022-01-30,Transfer,2021-10-09 00:00:00,0.478249359,5.119829756,13.93516223,0.975187893,73802.50713
1386,61,Other,Port Dustinchester,Medium,Building control surveyor,Master,Divorced,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,7,TRUE,FALSE,0.627192448,0,1,638,532.3824358,339416,2021-11-14,2023-10-28,2.194116995,1.840040581,2.602756512,10,-31,2021-12-06,1,0.785019529,3.866347219,Negative,International Transfers,,High,92.61790333,106.2126964,238895,1.779309214,2023-11-21,Transfer,2021-11-14 00:00:00,0.174835305,0.659070277,15.58162879,0.435837165,47826.07931
1387,66,M,North Josestad,Low,"Designer, television/film set",Bachelor,Divorced,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,5,TRUE,FALSE,0.025802902,17,2,374,54.90120643,20196,2021-06-08,2022-03-29,4.262544216,4.53871514,3.460606102,5,-37,2021-10-17,1,0.835000854,4.463986057,Neutral,International Transfers,Fees,Low,12.46448846,789.7196829,339944,13.33917199,2022-05-12,Debit,2021-06-08 00:00:00,0.001809709,8.44842671,9.105544827,0.678913975,4538.139199
1388,78,M,New Benjaminfurt,High,Automotive engineer,High School,Widowed,2,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,76,7,TRUE,FALSE,0.85484547,15,6,205,416.6084401,85280,2022-08-29,2022-01-21,4.940461265,1.081824848,1.821900705,9,53,2022-08-18,18,0.906578822,4.249019937,Positive,Mobile Deposit,,Low,94.74945387,735.9970174,910996,12.58784251,2023-02-20,Transfer,2022-08-29 00:00:00,0.194318821,6.459064349,6.150010262,0.329622771,25048.14744
1389,84,F,Mendezhaven,Low,Learning disability nurse,Master,Married,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,3,FALSE,TRUE,0.113134494,9,6,648,238.2683441,154224,2021-07-27,2023-12-13,2.519070859,3.483100883,1.301455194,1,61,2023-12-08,6,0.622631275,3.768582505,Negative,Mobile Deposit,Customer Service,Low,51.65799526,886.4152924,313867,23.95751443,2022-04-05,Transfer,2021-07-27 00:00:00,0.811098202,0.169283671,15.25516269,0.247183694,43665.55441
1390,23,F,Jenniferton,Medium,Fine artist,PhD,Single,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,5,FALSE,FALSE,0.284288917,4,4,259,138.8936515,35742,2023-11-06,2023-12-26,4.177359027,4.365092732,1.936089486,1,-46,2022-02-23,2,0.819424486,1.818582921,Neutral,,App Issues,Low,67.6894408,487.9549829,437717,1.691996596,2023-12-31,Debit,2023-11-06 00:00:00,0.052112759,0.089200785,9.361104285,0.525578983,23863.73908
1391,26,Other,Lake Troy,Low,"Therapist, occupational",Bachelor,Single,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,3,FALSE,FALSE,0.816735821,8,0,910,941.4935811,856310,2023-12-15,2021-08-22,1.527995662,1.51802344,4.279284511,7,47,2023-01-31,8,0.502053935,4.33573233,Negative,International Transfers,Transaction Delays,Low,68.47122565,913.6838785,168806,29.19411148,2023-12-27,Credit,2023-12-15 00:00:00,0.286537267,8.079874403,11.72370418,0.373262739,69538.76103
1392,23,F,East Melissahaven,Low,Psychotherapist,PhD,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,79,4,TRUE,TRUE,0.264877525,9,1,343,298.1202357,102214,2021-03-19,2023-05-05,3.115525488,1.180930441,3.752093155,3,4,2023-11-30,15,0.999626902,1.438754233,Neutral,Mobile Deposit,Transaction Delays,Low,16.84791024,503.3442008,486321,6.399431153,2022-11-23,Transfer,2021-03-19 00:00:00,0.637179576,9.271450472,14.19216787,0.029586084,22604.38684
1393,49,M,Jameshaven,Medium,Secretary/administrator,Master,Widowed,4,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,73,6,TRUE,TRUE,0.257999784,4,6,328,499.1164242,163672,2022-11-21,2023-08-02,3.204879518,4.555119715,1.328644601,7,81,2022-05-30,6,0.709203352,1.927928579,Negative,Investment Analytics,Customer Service,Low,69.43608627,457.7466025,948801,24.61119945,2023-01-15,Credit,2022-11-21 00:00:00,0.040849906,3.779991016,6.968876507,0.236379684,77320.49336
1394,58,M,New Gavin,Low,Research scientist (medical),Bachelor,Single,7,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,40,4,FALSE,TRUE,0.602986082,6,7,33,615.9241797,20295,2021-09-26,2021-06-06,4.552863273,2.185642814,1.858959582,5,63,2023-08-25,13,0.599234498,2.336247448,Neutral,Mobile Deposit,,Low,21.64612243,126.7766555,712347,23.75252621,2022-08-27,Credit,2021-09-26 00:00:00,0.987888776,1.375257628,2.356841067,0.56740953,841.1555749
1395,25,M,West Johntown,Medium,"Clinical scientist, histocompatibility and immunogenetics",Master,Married,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,33,4,FALSE,TRUE,0.903245085,5,5,248,632.6706262,156736,2023-02-11,2021-08-27,1.965572926,3.660889891,1.926164251,1,87,2023-08-06,11,0.82226014,3.260557733,Neutral,International Transfers,Fees,Low,34.82912384,889.189803,889437,23.01768746,2023-11-11,Credit,2023-02-11 00:00:00,0.666839308,8.626638634,8.656134015,0.429207098,41223.02677
1396,67,M,North Wendy,Low,"Engineer, site",PhD,Widowed,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,24,7,FALSE,TRUE,0.213649299,13,2,667,387.5868145,258129,2021-11-12,2021-09-26,1.256831018,4.350383767,2.127262201,5,30,2022-03-08,11,0.767048411,4.775954403,Negative,Investment Analytics,App Issues,Medium,87.3717741,847.0095347,812930,3.853903742,2022-10-24,Transfer,2021-11-12 00:00:00,0.466371979,5.242422993,14.00500888,0.271134156,49491.89708
1397,79,M,Gomezfurt,High,Recycling officer,Bachelor,Divorced,6,Online,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,56,6,FALSE,TRUE,0.620818298,17,2,779,276.8221431,215004,2021-11-29,2021-02-05,2.399506208,1.441135303,3.639755702,1,84,2022-11-08,8,0.501590089,3.296718658,Positive,International Transfers,,Low,84.30573689,136.8708187,113301,2.479942069,2022-10-17,Credit,2021-11-29 00:00:00,0.341822243,1.76665269,8.761206522,0.139305953,93215.20298
1398,79,Other,Willishaven,Low,"Journalist, newspaper",High School,Widowed,3,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,64,1,TRUE,FALSE,0.600188099,12,8,865,569.2439451,492185,2022-01-06,2023-09-10,3.9848253,2.509789481,1.660305519,1,-66,2021-10-05,6,0.700923909,3.615282982,Positive,,,High,69.68720923,205.4027065,62779,13.41050145,2023-04-20,Transfer,2022-01-06 00:00:00,0.908974326,9.864263445,8.165457074,0.470502972,175.2365511
1399,24,Other,Lake Janeland,Low,Corporate investment banker,High School,Widowed,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,75,8,TRUE,FALSE,0.659522951,9,2,267,796.7243933,212532,2021-12-06,2022-12-15,1.18398616,3.907667241,1.472366261,6,-1,2021-12-03,4,0.913998461,3.349183216,Positive,Budgeting Tools,Fees,High,16.9644087,340.4694581,433077,22.16744975,2022-09-20,Debit,2021-12-06 00:00:00,0.754664642,3.214179374,12.80110901,0.931037071,15694.16864
1400,21,M,Jessicaside,Medium,TEFL teacher,High School,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,1,TRUE,TRUE,0.946769121,13,5,998,896.0425839,894208,2023-06-16,2022-10-01,1.584428953,1.306896455,3.049548232,1,54,2023-12-10,7,0.629597647,1.340199859,Neutral,International Transfers,Transaction Delays,Low,21.27932815,213.3523037,840584,20.43284067,2023-11-12,Transfer,2023-06-16 00:00:00,0.840471134,5.857754768,0.283329594,0.502531567,67130.37756
1401,23,F,Michaelview,High,"Surveyor, insurance",Master,Married,2,Online,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,59,9,TRUE,FALSE,0.165881811,7,2,875,595.5710013,520625,2021-03-31,2023-01-13,1.181506304,3.993580635,2.308026231,10,-93,2023-08-29,9,0.980034552,2.204750939,Negative,Investment Analytics,Fees,Low,67.96028037,548.4802921,887164,23.27467741,2023-11-06,Credit,2021-03-31 00:00:00,0.20599397,0.9574145,13.40872702,0.110008743,58261.93645
1402,75,M,New Sylvia,High,"Scientist, physiological",Bachelor,Divorced,4,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,53,4,FALSE,FALSE,0.654357326,13,9,786,533.5087509,418938,2023-04-22,2021-10-12,2.985799629,4.522517018,1.888016392,6,15,2021-01-21,18,0.932284872,4.701505639,Positive,Investment Analytics,Customer Service,Low,28.7140039,171.4032144,126515,3.561627769,2023-04-29,Debit,2023-04-22 00:00:00,0.973132795,4.112177883,1.109205905,0.446824171,43492.6521
1403,39,Other,Spearsshire,High,Financial manager,PhD,Divorced,5,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,21,7,FALSE,TRUE,0.182380062,3,2,604,966.2536168,583464,2023-01-17,2023-06-25,4.299962676,4.179286162,1.696371544,3,-8,2022-10-13,18,0.685425595,1.94787731,Positive,,,Low,29.87186982,875.311175,931452,12.79537614,2023-08-01,Debit,2023-01-17 00:00:00,0.010065009,6.01256109,19.90798447,0.26802036,79406.12733
1404,43,M,West Gregoryhaven,Low,"Conservator, furniture",PhD,Widowed,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,60,5,FALSE,TRUE,0.314301206,8,8,489,211.0395495,103179,2022-05-02,2023-12-08,2.066005287,1.956301723,2.044718864,7,-17,2023-05-03,8,0.700551601,2.653247982,Negative,,Fees,High,19.0906877,859.9154943,597408,13.91874224,2022-10-27,Debit,2022-05-02 00:00:00,0.672450741,9.796015485,0.114394271,0.877322376,26830.43742
1405,20,Other,New Charlesport,High,Database administrator,Master,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,65,3,FALSE,FALSE,0.389961534,5,7,858,26.65297932,22308,2023-06-29,2022-12-02,1.125727351,4.354453132,1.153891305,2,-44,2022-01-03,17,0.726215264,3.327620689,Positive,Budgeting Tools,Transaction Delays,High,40.48196874,481.8880241,799906,7.28553996,2023-11-03,Transfer,2023-06-29 00:00:00,0.522481321,4.274259973,11.12556021,0.027968775,13356.59929
1406,58,Other,Staceyhaven,Low,Air broker,Master,Widowed,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,44,8,TRUE,FALSE,0.835390865,1,6,350,497.5952481,173950,2022-08-07,2021-12-19,1.705939995,3.760419726,2.248285002,7,-27,2021-11-04,16,0.818575684,4.017033647,Negative,Investment Analytics,Transaction Delays,Medium,13.19959734,556.8303823,968399,17.29754244,2023-08-29,Credit,2022-08-07 00:00:00,0.644187201,1.548877251,17.51744519,0.304580337,60349.85064
1407,77,M,Nancyshire,Medium,Chief Technology Officer,PhD,Married,6,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,2,FALSE,TRUE,0.05371003,2,2,365,67.34963991,24455,2023-07-09,2022-09-16,1.334969546,3.988744468,2.532942027,5,18,2023-08-22,12,0.663891177,3.260097605,Positive,Mobile Deposit,Transaction Delays,Medium,70.39776524,268.2800983,858332,1.226101158,2023-07-12,Transfer,2023-07-09 00:00:00,0.837651087,5.488610009,15.76782775,0.738352384,53707.4203
1408,31,M,Heatherfurt,High,Contractor,Bachelor,Married,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,96,3,FALSE,TRUE,0.733652458,10,4,74,68.60013177,5032,2022-04-25,2021-02-28,3.213842692,3.990235503,1.902918756,1,-68,2021-05-18,11,0.500529474,2.776985928,Negative,International Transfers,Customer Service,Low,1.414464688,700.6160949,890896,23.26612516,2022-10-08,Credit,2022-04-25 00:00:00,0.191636601,3.493514127,13.3064675,0.432987778,49950.2671
1409,29,F,Carrillomouth,Medium,Medical sales representative,Master,Single,6,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,68,5,TRUE,FALSE,0.912592034,16,0,682,42.60447604,28644,2023-12-30,2021-08-31,3.000540509,2.79969143,3.581047662,7,-34,2021-01-12,9,0.718296378,3.79527856,Negative,International Transfers,App Issues,High,4.505243293,616.3837432,818718,6.476846746,2023-12-31,Credit,2023-12-30 00:00:00,0.544400859,6.199661511,1.313076498,0.702439269,56411.62359
1410,29,Other,Maldonadoshire,Premium,Occupational psychologist,Bachelor,Divorced,1,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,63,5,FALSE,FALSE,0.07924184,0,1,259,622.1337024,161098,2022-05-05,2022-04-01,1.980206346,4.604339009,4.435271853,10,-18,2022-10-01,5,0.747387032,3.440411699,Negative,Investment Analytics,Fees,High,79.52328585,918.6671242,121197,22.23866164,2022-10-20,Debit,2022-05-05 00:00:00,0.993459654,7.833194134,9.558679701,0.343504151,44560.60205
1411,30,F,South Darrenland,Low,Audiological scientist,PhD,Single,4,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,9,5,FALSE,FALSE,0.790730016,2,8,800,629.5335893,503200,2022-09-26,2021-09-21,4.369030173,1.495653882,3.955334092,7,2,2022-01-20,12,0.854668868,3.036956474,Neutral,Mobile Deposit,Customer Service,Low,14.41824841,45.77767337,988809,2.204322172,2023-04-02,Debit,2022-09-26 00:00:00,0.947093503,0.08002509,14.79345826,0.816507015,11921.83152
1412,42,M,Schultzbury,Premium,Sports therapist,Bachelor,Single,3,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,66,7,TRUE,TRUE,0.107642249,13,2,548,263.1218158,144124,2023-08-19,2021-10-19,2.643335193,4.834865619,1.794254987,10,29,2022-02-13,15,0.509078355,3.356926618,Negative,,Transaction Delays,Medium,82.74711753,497.4147917,517007,14.91253179,2023-12-12,Transfer,2023-08-19 00:00:00,0.054069175,3.504116359,13.80195359,0.829909726,55755.13725
1413,62,Other,Port Leslie,High,Emergency planning/management officer,High School,Widowed,6,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,8,TRUE,FALSE,0.962853648,10,4,906,455.307496,412230,2022-02-02,2022-04-10,4.876304148,1.026852897,1.522674922,4,53,2021-07-12,3,0.81598798,2.627172486,Negative,Budgeting Tools,Transaction Delays,Medium,2.802894432,615.6647489,104326,6.646555632,2022-04-05,Transfer,2022-02-02 00:00:00,0.773048413,3.617399038,13.1743198,0.842660989,1342.959152
1414,36,F,Zacharytown,Medium,Early years teacher,PhD,Married,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,93,8,FALSE,TRUE,0.815364713,15,3,213,424.6605693,90312,2023-01-24,2022-09-22,1.932572588,4.073089091,4.697504779,9,50,2023-07-29,17,0.538108802,3.049752665,Positive,Budgeting Tools,Customer Service,High,16.71640007,585.3529099,414837,11.71430378,2023-05-26,Credit,2023-01-24 00:00:00,0.87847217,5.111851915,13.2821903,0.911838095,94039.76129
1415,72,F,Johnland,Low,Applications developer,High School,Single,5,Referral,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,27,3,TRUE,FALSE,0.69498434,13,7,883,498.0173655,439734,2023-06-22,2021-09-14,3.490191713,1.744530257,2.817643887,7,60,2022-11-09,18,0.762685326,2.79572186,Positive,Budgeting Tools,App Issues,High,49.37233033,820.102588,596092,26.55108222,2023-08-15,Debit,2023-06-22 00:00:00,0.671872078,7.342889931,16.3656598,0.907661324,85601.01654
1416,62,F,Nunezmouth,Medium,Armed forces operational officer,PhD,Single,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,4,8,FALSE,FALSE,0.55005947,18,0,567,207.5173098,117369,2023-08-04,2022-03-06,4.182039199,1.258329073,4.456532498,8,-73,2021-07-13,17,0.60055167,4.992142563,Positive,,Customer Service,High,40.88429773,542.2304984,667480,13.40805447,2023-09-29,Transfer,2023-08-04 00:00:00,0.140367441,5.413552633,14.24556882,0.293829767,25825.80429
1417,25,M,New Sarahfort,Premium,Geochemist,High School,Single,1,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,11,2,FALSE,FALSE,0.920817488,8,5,498,814.6118031,405372,2022-08-01,2021-09-24,1.756329737,2.997136149,3.606859919,6,30,2021-05-06,11,0.939721833,1.222737394,Negative,Mobile Deposit,Transaction Delays,High,48.30614175,37.14697794,983104,8.175060835,2022-12-26,Credit,2022-08-01 00:00:00,0.260540704,5.491103459,3.886660291,0.244117776,34923.30152
1418,70,M,Michaelshire,Medium,"Surveyor, building",Bachelor,Widowed,2,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,4,FALSE,FALSE,0.1190713,1,5,455,295.2980719,134225,2023-02-22,2021-06-10,4.173041048,3.055078003,3.920788022,5,80,2023-08-18,19,0.713498359,3.633905767,Positive,International Transfers,Transaction Delays,Medium,98.65661586,991.6773616,892934,9.104894952,2023-08-14,Credit,2023-02-22 00:00:00,0.182199186,5.813757291,4.813086058,0.952559529,66598.44565
1419,72,M,Ianborough,High,Records manager,PhD,Widowed,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,92,2,TRUE,FALSE,0.121784214,9,7,629,333.4513955,209457,2023-10-27,2023-05-21,4.537154589,3.674796908,1.779415835,10,-40,2021-11-17,9,0.562278035,1.969274711,Neutral,,Fees,Medium,61.80418779,793.9134154,388399,19.04511201,2023-12-03,Credit,2023-10-27 00:00:00,0.521298143,6.004967398,3.36929052,0.366675256,73109.73819
1420,49,Other,Mclaughlinbury,Premium,Training and development officer,PhD,Married,1,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,89,5,FALSE,FALSE,0.822489513,2,0,25,654.1674934,16350,2023-12-17,2021-08-17,3.670890807,3.378114759,4.172351704,2,69,2021-05-17,10,0.513773759,2.49125418,Neutral,Budgeting Tools,App Issues,High,15.42306708,94.67143828,854826,22.14675835,2023-12-22,Credit,2023-12-17 00:00:00,0.324091326,0.546830145,6.557590624,0.995825902,71783.38432
1421,68,M,Port Joseph,Medium,"Psychologist, occupational",High School,Single,1,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,92,3,FALSE,TRUE,0.482319878,14,3,446,981.7225314,437526,2023-05-08,2021-06-09,4.583719592,1.125002945,2.613151556,1,94,2022-12-19,7,0.926008708,1.758668075,Negative,Mobile Deposit,App Issues,Medium,18.86261662,951.303299,257303,1.229217898,2023-06-23,Credit,2023-05-08 00:00:00,0.2276701,7.173428151,12.3018203,0.232589151,4969.710315
1422,61,Other,East Mary,Medium,"Scientist, physiological",Bachelor,Single,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,28,3,FALSE,FALSE,0.845056388,11,0,418,212.3646286,88616,2021-11-28,2021-02-08,2.569878494,1.817548692,2.478776075,7,-35,2022-04-08,14,0.968801916,4.008231579,Positive,International Transfers,,Medium,78.31420052,643.8927023,851195,14.93903731,2022-07-13,Debit,2021-11-28 00:00:00,0.507542046,1.375155353,13.96117169,0.892114197,54136.42679
1423,35,F,Ericville,High,Retail manager,PhD,Married,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,5,FALSE,FALSE,0.390661723,18,8,153,364.3105738,55692,2022-02-13,2023-09-19,2.607037387,3.864032306,3.464026049,3,22,2022-12-08,1,0.863142139,2.149007547,Negative,Investment Analytics,,Medium,33.06398098,398.0336783,987016,12.62704612,2022-05-08,Debit,2022-02-13 00:00:00,0.470267134,1.411380063,4.772541731,0.821012968,6928.626618
1424,39,F,North Emmafort,Low,Risk manager,Master,Married,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,35,4,FALSE,TRUE,0.451860219,8,5,457,380.5342615,173660,2021-10-11,2023-06-03,1.07372671,4.769687737,2.107756044,3,74,2021-01-29,6,0.832042271,3.61677912,Negative,Budgeting Tools,App Issues,Medium,62.15428265,215.7803315,544316,11.62217658,2022-09-05,Debit,2021-10-11 00:00:00,0.290779535,7.395258903,8.975074454,0.270080214,41278.89964
1425,54,M,Port Mercedeston,Low,"Teacher, adult education",High School,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,6,FALSE,TRUE,0.33207867,13,6,520,533.9080573,277160,2022-05-28,2021-03-29,4.195924348,4.064344987,2.078743865,6,-8,2022-01-30,19,0.62429398,3.273902657,Positive,,App Issues,High,41.48371472,837.5810196,969718,12.25687255,2023-11-29,Credit,2022-05-28 00:00:00,0.185160687,6.210094927,5.909169531,0.264368893,87596.77999
1426,73,F,Watsonmouth,Medium,Primary school teacher,PhD,Divorced,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,5,TRUE,TRUE,0.950738262,14,0,53,836.7299432,44308,2021-04-17,2022-02-07,1.132471778,4.942444319,1.313833953,9,-55,2022-07-17,5,0.862695481,2.714279293,Neutral,Mobile Deposit,Transaction Delays,Medium,9.467812602,109.6799899,260102,21.2301986,2023-11-16,Transfer,2021-04-17 00:00:00,0.294735446,1.169027993,6.907623432,0.947387867,75353.02691
1427,76,M,Villanuevashire,Medium,Magazine journalist,Bachelor,Married,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,15,5,TRUE,FALSE,0.464950045,10,9,483,728.3214527,351624,2023-09-12,2021-08-09,2.055511561,1.497158605,2.585222874,4,-70,2022-08-06,16,0.576751296,2.363578746,Positive,Mobile Deposit,Customer Service,High,99.62888004,690.413477,891921,29.96498897,2023-12-24,Transfer,2023-09-12 00:00:00,0.391789284,9.001376034,8.954807245,0.623846505,86948.28092
1428,20,Other,Travishaven,High,"Engineer, materials",Bachelor,Widowed,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,42,3,TRUE,FALSE,0.755097072,10,3,236,213.360434,50268,2023-01-31,2021-03-09,3.480953932,4.833823825,3.440525826,6,-43,2023-05-23,16,0.907665821,3.798051417,Negative,Investment Analytics,Fees,Low,41.98435356,566.1420052,259907,29.2698504,2023-04-12,Credit,2023-01-31 00:00:00,0.167418343,8.017174043,17.97645602,0.753592983,52186.1571
1429,45,F,Raymondshire,Low,Microbiologist,Bachelor,Divorced,1,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,4,TRUE,FALSE,0.695908816,2,6,476,715.612636,340340,2021-07-30,2023-11-18,3.430746433,2.49606986,2.056206305,9,-86,2022-09-19,6,0.718555371,3.149664643,Negative,Budgeting Tools,,Low,14.63081198,862.0828015,715216,21.1927759,2023-01-18,Debit,2021-07-30 00:00:00,0.562588412,5.38139259,5.386299744,0.029565844,78050.13263
1430,52,M,North Alicia,Premium,"Scientist, audiological",Bachelor,Married,1,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,15,3,FALSE,FALSE,0.235086944,10,3,522,134.7966453,69948,2023-11-23,2021-05-02,2.921896399,3.241609662,4.579436809,5,37,2023-01-23,18,0.937346496,1.188340084,Neutral,Budgeting Tools,Fees,High,82.87253188,387.7505339,627224,7.2688215,2023-12-17,Transfer,2023-11-23 00:00:00,0.599397948,5.128766993,19.57602177,0.994574535,43489.46661
1431,78,F,Mendozaside,Low,Marketing executive,High School,Widowed,2,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,55,3,FALSE,FALSE,0.913982384,0,4,590,199.8651666,117410,2021-09-13,2023-08-19,3.470639977,4.9057445,4.901161867,6,6,2023-04-06,5,0.671526431,3.956515408,Neutral,Mobile Deposit,App Issues,High,47.88788331,146.2459355,27740,0.206751863,2022-05-02,Credit,2021-09-13 00:00:00,0.266162908,6.742318349,7.030567181,0.22274024,4129.748315
1432,71,F,New Michaelburgh,High,Electrical engineer,PhD,Married,1,Branch,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,40,9,TRUE,TRUE,0.54468209,3,0,349,399.8257589,139251,2022-08-07,2021-09-01,2.289003368,2.790186664,1.581905191,6,-15,2022-06-06,9,0.505675789,4.026952081,Neutral,International Transfers,Fees,Medium,13.24138349,170.7259331,259737,23.30153004,2022-09-23,Credit,2022-08-07 00:00:00,0.251538554,2.865560358,2.145208983,0.181099624,11637.75136
1433,80,M,Brayhaven,Medium,Fast food restaurant manager,High School,Married,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,6,TRUE,FALSE,0.855806047,19,2,129,351.3453094,45279,2021-06-21,2022-06-03,1.81479723,2.258755142,3.100833205,7,-3,2022-02-19,7,0.906017491,2.674240496,Negative,Investment Analytics,Transaction Delays,Low,58.21311929,621.1783876,635670,14.42529458,2022-04-03,Debit,2021-06-21 00:00:00,0.472344521,6.939057421,9.292227172,0.985615607,57174.35085
1434,24,F,Stewarttown,Low,Social researcher,High School,Divorced,2,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,7,2,TRUE,TRUE,0.832187883,9,7,698,871.0693191,607958,2021-11-25,2021-03-30,2.171913303,4.163000959,2.207048032,5,-59,2021-06-08,3,0.940748013,1.078328888,Positive,International Transfers,App Issues,Low,74.66013431,431.948186,583011,8.395206029,2021-12-15,Transfer,2021-11-25 00:00:00,0.413367831,8.188899714,12.48855816,0.051631166,34085.03886
1435,66,F,Lake Jasonshire,Low,"Nurse, mental health",Bachelor,Widowed,1,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,53,1,TRUE,FALSE,0.058669965,17,8,915,997.0367029,912255,2022-07-13,2021-05-16,1.990234132,3.818936774,2.574184599,4,3,2021-11-09,16,0.5094386,1.763610443,Negative,Budgeting Tools,Fees,Low,33.63049278,397.6700304,97582,12.62340181,2022-12-03,Credit,2022-07-13 00:00:00,0.144310788,0.78572947,2.06919119,0.696258218,9257.689548
1436,48,F,West Michaelview,High,"Biochemist, clinical",Master,Single,1,Branch,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,89,3,FALSE,FALSE,0.619772795,0,7,462,211.0703048,97482,2023-07-10,2022-09-10,2.716511832,1.087356077,2.773705353,8,84,2021-07-30,1,0.628275212,3.296376131,Negative,Mobile Deposit,App Issues,Medium,50.74436166,819.7644594,462647,22.38292408,2023-12-11,Credit,2023-07-10 00:00:00,0.909840919,1.164604585,4.944435123,0.841598024,72145.64692
1437,75,F,New Jose,High,Architect,Bachelor,Married,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,4,3,TRUE,TRUE,0.788984467,2,3,788,660.848091,520080,2023-11-18,2021-01-22,4.033081244,2.940568552,2.802953446,8,100,2022-03-20,18,0.658747753,4.02510561,Positive,Investment Analytics,Transaction Delays,High,88.27759028,171.7262964,928924,1.401609858,2023-12-15,Debit,2023-11-18 00:00:00,0.3315296,4.364888505,4.843917363,0.677652649,11131.44217
1438,78,Other,Thomasmouth,Medium,"Engineer, drilling",Master,Divorced,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,4,FALSE,FALSE,0.906498272,2,9,486,586.6208663,284796,2021-10-29,2021-07-17,2.300718448,4.692739641,2.50991533,4,-87,2022-07-28,18,0.799080823,1.340465613,Negative,Investment Analytics,,Medium,38.14914901,801.3898379,334235,15.28516833,2022-12-04,Debit,2021-10-29 00:00:00,0.621125429,6.748431224,5.564838534,0.245079033,1663.098435
1439,41,F,Ivanchester,Medium,Adult guidance worker,High School,Widowed,5,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,65,4,FALSE,TRUE,0.506295683,18,0,816,771.6213355,629136,2023-06-15,2021-09-11,2.423180098,3.18842002,2.428213337,10,-17,2022-01-01,3,0.618058127,3.691538476,Neutral,,Fees,Low,93.04379518,664.0413269,144490,11.38641176,2023-08-01,Credit,2023-06-15 00:00:00,0.179693532,3.315285777,1.389321978,0.144108858,16436.95239
1440,37,F,South Jaclyn,Medium,Health physicist,Bachelor,Married,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,5,FALSE,FALSE,0.750712644,17,3,484,702.6844043,339768,2021-07-07,2022-02-25,3.789743211,3.453816988,1.30837829,10,-2,2022-06-23,15,0.963021815,3.0051488,Neutral,Mobile Deposit,Fees,Medium,26.87524223,941.0560723,60899,6.20652985,2023-12-26,Debit,2021-07-07 00:00:00,0.378273467,4.14506113,5.840241164,0.74166613,31620.69523
1441,54,M,Michaelfurt,Low,Immigration officer,Bachelor,Single,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,4,TRUE,TRUE,0.96963043,12,5,233,282.7418465,65706,2022-03-31,2022-02-14,4.653083715,2.951286013,2.553759657,5,-36,2021-07-29,16,0.981655582,1.938206735,Negative,International Transfers,Transaction Delays,Medium,48.85424362,630.8140169,239922,26.83304453,2023-12-23,Debit,2022-03-31 00:00:00,0.173114019,4.347736014,5.289270429,0.380773121,93974.38538
1442,21,Other,Shannonshire,High,Fashion designer,High School,Widowed,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,2,TRUE,FALSE,0.827842427,2,1,72,842.3671361,60624,2023-07-13,2022-01-14,2.041216152,3.343888468,4.953974612,4,-85,2021-09-17,7,0.792684734,2.944169257,Negative,Investment Analytics,App Issues,High,77.01125489,344.5661244,128566,21.65638986,2023-12-13,Credit,2023-07-13 00:00:00,0.848898726,4.324102034,7.713069455,0.905695123,82484.01901
1443,37,M,New Gina,High,Network engineer,Bachelor,Widowed,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,1,TRUE,TRUE,0.854423166,17,6,766,484.0565076,370744,2022-12-17,2022-12-21,3.942592611,2.183026955,2.833809349,1,69,2023-12-06,7,0.99285606,1.254399428,Positive,Investment Analytics,Transaction Delays,Medium,31.95707594,184.5469806,326548,22.62984964,2023-02-01,Debit,2022-12-17 00:00:00,0.58474497,7.468078807,19.77006525,0.183639672,71147.48006
1444,77,M,Lake Josephbury,Medium,Ceramics designer,PhD,Divorced,5,Marketing,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,64,7,FALSE,TRUE,0.40728282,18,2,826,933.6140989,770658,2021-02-24,2021-03-01,3.495285097,1.81300967,2.48085905,2,14,2023-02-24,6,0.585333465,3.636671463,Positive,,App Issues,Medium,34.87723639,27.41998125,135648,20.54604809,2023-08-19,Transfer,2021-02-24 00:00:00,0.458840439,3.563960491,4.869220135,0.083685038,64549.31653
1445,41,M,Chaseborough,Premium,"Teacher, primary school",Master,Married,4,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,91,9,TRUE,FALSE,0.091688671,7,7,294,564.7097751,165816,2023-04-30,2021-07-05,3.085003513,2.568699866,4.044824927,9,52,2022-11-08,6,0.557669077,1.502982685,Neutral,International Transfers,App Issues,Medium,66.1731736,923.1491999,356605,9.244069401,2023-06-09,Debit,2023-04-30 00:00:00,0.120627345,8.991932209,11.50192202,0.148152498,71308.49431
1446,67,Other,Port Susan,Low,"Teacher, secondary school",Master,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,29,9,FALSE,FALSE,0.966028551,13,3,170,297.9068075,50490,2021-04-20,2021-10-26,1.076357783,1.929195025,4.560710026,10,-53,2022-07-22,3,0.702876784,1.092167053,Positive,International Transfers,,High,49.58192947,480.6773822,401207,0.871880719,2021-07-30,Credit,2021-04-20 00:00:00,0.124689794,2.342755489,7.844112417,0.332763371,76013.8519
1447,66,M,South Linda,High,IT sales professional,Master,Widowed,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,46,1,FALSE,FALSE,0.695818561,0,8,252,897.2232092,226044,2023-03-23,2022-07-23,2.52297319,4.642554809,3.649626987,1,48,2023-08-28,5,0.897843171,1.106486095,Neutral,Mobile Deposit,Customer Service,Low,32.47079792,15.29704226,688187,17.93051653,2023-11-26,Debit,2023-03-23 00:00:00,0.757514757,9.318240637,12.10287103,0.67450246,99324.85548
1448,68,M,South Victor,Medium,Clinical molecular geneticist,Bachelor,Married,1,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,94,9,FALSE,FALSE,0.171163991,0,0,344,827.9923903,284488,2023-10-26,2022-12-14,1.821513569,1.59439603,2.440634095,6,6,2022-03-05,17,0.794613388,3.844404026,Neutral,Mobile Deposit,Transaction Delays,High,48.23807539,920.7480531,593407,9.924456099,2023-12-02,Debit,2023-10-26 00:00:00,0.446085701,1.249595374,14.01282004,0.865873838,55221.40885
1449,53,M,Kristenport,Medium,Psychiatrist,PhD,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,1,FALSE,FALSE,0.973832194,7,9,7,947.4688236,6629,2023-02-05,2022-12-23,1.56073706,1.960107709,2.616176503,2,-48,2021-12-11,10,0.814965395,1.975690779,Neutral,International Transfers,Fees,High,28.14484357,992.2910939,312600,8.277378326,2023-04-26,Debit,2023-02-05 00:00:00,0.268432182,5.294184968,15.53003654,0.370327531,24052.77608
1450,83,F,Annashire,Medium,Broadcast engineer,Bachelor,Single,6,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,30,1,TRUE,FALSE,0.715786083,11,0,965,894.6001545,862710,2022-04-28,2021-11-25,2.102017736,4.157399293,2.674055924,3,-22,2021-01-06,14,0.979386164,3.121140061,Negative,Mobile Deposit,Fees,Low,36.14142233,960.9179707,312885,20.3412184,2022-09-17,Credit,2022-04-28 00:00:00,0.04346084,2.191215093,19.29708394,0.644461892,3264.527178
1451,51,M,South Coreyburgh,Medium,"Loss adjuster, chartered",Master,Divorced,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,59,2,FALSE,TRUE,0.090368327,7,4,718,252.7474266,180936,2023-03-02,2023-10-23,3.612208211,1.408094909,1.413225439,10,29,2022-04-20,15,0.799005498,1.183525602,Negative,Investment Analytics,Transaction Delays,Low,82.30183084,92.07050073,878418,10.64155816,2023-05-08,Credit,2023-03-02 00:00:00,0.620791083,8.32201482,7.64591995,0.044531667,27439.00583
1452,53,Other,East Lisafort,High,"Designer, textile",Bachelor,Married,2,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,74,6,FALSE,TRUE,0.170813464,10,8,969,817.1553577,791673,2021-06-17,2022-05-11,3.153826866,4.187407641,3.148959111,7,-96,2022-03-20,11,0.71680885,1.178328483,Neutral,,App Issues,Low,54.68459127,273.0744378,487771,29.25277415,2021-07-14,Credit,2021-06-17 00:00:00,0.653881854,8.907891449,0.257652971,0.627836592,53080.55578
1453,23,Other,South Julieview,High,"Engineer, materials",Master,Married,7,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,79,9,FALSE,FALSE,0.865410389,13,5,20,598.2434177,11960,2023-02-07,2023-11-01,2.747778557,3.313132565,1.741661999,10,38,2021-07-07,10,0.892410946,4.392969384,Neutral,,,High,43.76149657,150.8560384,734848,27.17509979,2023-07-11,Debit,2023-02-07 00:00:00,0.240977274,4.447462835,11.84610582,0.42365261,31759.22054
1454,56,F,Michaelside,Medium,"Teacher, English as a foreign language",High School,Divorced,3,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,8,5,FALSE,TRUE,0.953832489,17,1,948,409.2835477,387732,2022-04-05,2021-05-20,1.580259088,2.842214425,3.672343078,8,8,2021-10-28,6,0.882452194,3.829893078,Positive,International Transfers,Customer Service,Low,31.05724214,126.6580715,773551,1.346660706,2022-07-03,Credit,2022-04-05 00:00:00,0.348371137,3.69992532,1.211221137,0.584616967,10124.4342
1455,59,Other,Mauricechester,High,Chief Financial Officer,Master,Single,6,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,93,9,TRUE,TRUE,0.364827311,11,8,538,17.55323868,9146,2021-02-27,2021-07-22,4.113143487,4.482371697,4.032848769,8,29,2021-10-21,9,0.97349117,1.441841304,Positive,Mobile Deposit,Transaction Delays,Medium,75.51375231,709.2069807,480246,3.128053966,2023-06-11,Debit,2021-02-27 00:00:00,0.138999569,0.510270336,3.729048025,0.243480827,80505.12078
1456,75,Other,West Michelleborough,Medium,Advice worker,High School,Single,5,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,75,9,FALSE,TRUE,0.413261888,7,6,89,700.6432789,62300,2022-10-15,2021-01-29,2.924484929,2.594751978,3.351550211,8,-4,2021-12-04,2,0.80711329,3.191638621,Positive,International Transfers,Fees,Low,85.22299819,309.1426718,841153,16.58000819,2023-06-09,Debit,2022-10-15 00:00:00,0.013616352,4.564005541,15.32781122,0.450888567,56955.42737
1457,29,F,Port Justin,High,Database administrator,High School,Single,7,Referral,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,53,8,FALSE,FALSE,0.395454548,0,4,500,855.3478566,427500,2021-07-22,2023-12-20,3.580814754,2.093896729,2.113955425,4,48,2023-09-01,4,0.507406385,1.611505849,Neutral,Budgeting Tools,,High,26.83928801,202.5343055,576384,0.817559949,2023-01-27,Credit,2021-07-22 00:00:00,0.438430153,0.00364059,5.458794236,0.302148524,42822.33809
1458,20,M,Emilyfort,Low,Technical brewer,High School,Single,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,60,7,FALSE,TRUE,0.835356195,9,6,340,608.1255016,206720,2022-11-18,2022-03-21,1.147250377,3.172060417,4.281487254,7,70,2021-01-01,8,0.666904157,4.116148454,Neutral,,,Medium,99.72279426,771.3662644,435283,13.36979229,2023-12-16,Debit,2022-11-18 00:00:00,0.950249632,5.487292713,8.628027884,0.726295588,38046.98559
1459,35,F,Prestonfurt,Low,Diplomatic Services operational officer,Master,Single,3,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,3,TRUE,TRUE,0.453256136,4,8,56,317.6132697,17752,2021-10-27,2022-01-28,4.56918314,3.231055085,1.807569254,8,55,2022-10-25,3,0.710730188,3.673165246,Negative,Investment Analytics,App Issues,High,63.29388289,816.3871486,855462,12.13895758,2022-04-26,Debit,2021-10-27 00:00:00,0.701870171,8.582366135,2.216296174,0.443898949,60769.81989
1460,57,M,Stevenberg,Medium,Theatre director,PhD,Widowed,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,79,3,TRUE,FALSE,0.375257218,13,7,710,67.06363724,47570,2021-10-09,2022-08-01,3.072011512,1.491358842,1.874486925,3,-61,2021-06-09,15,0.86288328,4.785488256,Negative,International Transfers,App Issues,Low,88.25334926,866.2957633,219587,19.63480909,2022-02-08,Transfer,2021-10-09 00:00:00,0.836502811,8.762429381,4.809009009,0.297163145,57164.4602
1461,38,M,Lake Lindsey,Medium,Magazine features editor,Master,Married,1,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,96,4,TRUE,FALSE,0.621868627,7,7,767,662.3863944,507754,2021-03-20,2021-12-18,2.397773564,4.141273424,1.547376796,5,-25,2021-04-17,16,0.797368298,3.257714974,Negative,,Customer Service,Medium,47.94703199,786.3784586,301872,13.21337002,2022-03-22,Debit,2021-03-20 00:00:00,0.914786864,3.746498598,16.61505686,0.73545859,86597.81653
1462,32,Other,Robertshire,High,Aeronautical engineer,Bachelor,Married,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,9,FALSE,FALSE,0.49053296,11,8,455,409.6906872,186095,2022-08-11,2021-01-09,4.30767028,2.496820529,4.038391537,1,68,2021-10-08,18,0.817699405,2.569513969,Positive,,Fees,Medium,71.36926984,626.0491804,213083,4.502478478,2023-07-27,Credit,2022-08-11 00:00:00,0.032137174,5.728557869,2.729180266,0.621252955,37284.0478
1463,43,F,Sweeneyland,Medium,Chief Executive Officer,Bachelor,Married,5,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,44,3,TRUE,TRUE,0.533423445,3,2,228,501.8867493,114228,2023-08-26,2021-07-22,4.246983585,1.504306754,3.178331632,5,-76,2023-11-14,19,0.632485414,3.782811556,Neutral,Budgeting Tools,Fees,High,98.63199418,35.84980984,712022,5.371457216,2023-10-26,Credit,2023-08-26 00:00:00,0.0285185,3.273630328,12.64877417,0.515150137,91751.25013
1464,25,Other,East Matthewmouth,Low,Immunologist,PhD,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,64,8,FALSE,FALSE,0.407013166,17,0,62,568.6460081,35216,2021-10-12,2022-03-15,1.88017862,1.397726544,1.4388682,7,82,2023-06-20,14,0.914643101,3.378078864,Negative,Investment Analytics,,Medium,94.47755892,313.3627951,777580,11.46620619,2023-06-08,Credit,2021-10-12 00:00:00,0.131315692,9.250644854,13.47543222,0.098585529,61609.067
1465,59,Other,Deniseview,Medium,"Engineer, civil (contracting)",PhD,Divorced,5,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,76,8,TRUE,FALSE,0.460514192,14,3,241,770.8840471,185570,2023-08-19,2023-10-30,2.484396568,3.260736638,3.363611747,10,-17,2023-05-22,6,0.660015877,2.636796273,Positive,,Customer Service,High,22.65694406,768.047619,964146,7.418389263,2023-10-03,Credit,2023-08-19 00:00:00,0.562175504,6.484734751,1.060434755,0.693345287,56940.71714
1466,61,M,Nelsonmouth,High,Purchasing manager,PhD,Single,4,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,6,TRUE,FALSE,0.035975333,5,8,384,541.4181444,207744,2023-07-08,2023-08-31,3.422257447,2.49522605,4.433173027,7,26,2023-08-25,1,0.857910158,2.680040893,Positive,Investment Analytics,App Issues,Medium,74.07048186,253.9158566,147126,25.2352367,2023-10-19,Credit,2023-07-08 00:00:00,0.012387563,4.837446283,7.413339009,0.575664318,50567.6792
1467,31,Other,Juliehaven,High,Health and safety inspector,High School,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,98,2,FALSE,FALSE,0.925782321,10,9,446,530.7397447,236380,2021-01-11,2023-01-21,4.994350609,2.26935719,2.807373466,6,-45,2022-11-01,7,0.631118885,1.598681864,Neutral,International Transfers,App Issues,High,25.74876845,928.1207389,857875,29.99968154,2023-03-05,Credit,2021-01-11 00:00:00,0.071766719,1.213381541,8.329931352,0.419171198,70203.98974
1468,19,F,Gutierrezburgh,Low,Sales promotion account executive,PhD,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,6,TRUE,TRUE,0.030572759,12,0,804,486.446868,390744,2021-06-12,2022-01-15,4.145794038,2.839731512,4.32200218,10,71,2022-09-12,12,0.816321381,2.909385524,Negative,Investment Analytics,App Issues,Medium,97.1508466,904.1085357,227405,23.66301155,2023-02-20,Credit,2021-06-12 00:00:00,0.412366472,1.403928331,2.556141495,0.614628391,65172.43213
1469,54,Other,East Jessicaview,Low,"Engineer, automotive",PhD,Single,4,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,72,4,TRUE,TRUE,0.772812401,19,9,788,433.3775285,341204,2021-02-08,2023-06-20,1.199585962,4.169266735,4.743931135,2,50,2023-10-22,12,0.75415825,1.617730056,Neutral,International Transfers,Fees,High,79.29990621,659.8281358,625234,9.915651878,2022-04-13,Debit,2021-02-08 00:00:00,0.500406316,8.574557161,4.287123008,0.405264598,70596.30259
1470,55,Other,East Garrettville,High,Barista,PhD,Divorced,4,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,16,7,FALSE,FALSE,0.298268732,1,0,494,626.7797073,309244,2022-06-09,2021-08-08,3.944938269,1.682031852,2.066369793,8,-31,2021-08-29,7,0.564488264,1.690449236,Neutral,,Transaction Delays,Low,81.69227806,879.1594281,711066,13.94291488,2023-10-08,Credit,2022-06-09 00:00:00,0.143712847,1.104016963,3.568811411,0.675464138,10042.17865
1471,58,M,North Sharonfort,Low,Veterinary surgeon,Master,Married,7,Branch,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,98,1,FALSE,TRUE,0.112254287,8,5,402,34.15552839,13668,2022-03-18,2022-01-06,2.962662303,1.474751384,3.257307756,5,22,2022-05-09,0,0.652114604,1.622947178,Neutral,International Transfers,Transaction Delays,Low,93.73647077,537.3662603,984874,13.5788519,2022-03-23,Credit,2022-03-18 00:00:00,0.88733369,1.349811224,17.52807123,0.88971298,77510.84285
1472,79,F,North Kellihaven,Low,"Engineer, chemical",Bachelor,Widowed,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,24,3,FALSE,TRUE,0.609694203,8,3,456,725.979058,330600,2021-11-03,2022-12-28,1.073220141,4.483674389,4.565167848,3,43,2023-03-17,16,0.770671179,2.922698054,Positive,Mobile Deposit,Customer Service,Medium,73.53834336,100.8301371,89999,27.59207254,2022-12-13,Debit,2021-11-03 00:00:00,0.71373975,2.682096899,19.38425954,0.617615359,38962.63088
1473,77,Other,North Joseberg,Low,"Accountant, chartered public finance",Bachelor,Divorced,7,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,49,8,TRUE,FALSE,0.706951633,1,0,539,321.5218279,173019,2023-12-17,2023-02-17,2.81136268,4.245552331,3.438959069,9,94,2023-02-12,6,0.71953357,2.951263028,Positive,,,Low,32.11389655,892.8500256,893459,18.02048465,2023-12-20,Credit,2023-12-17 00:00:00,0.257044126,1.691882003,7.804221778,0.970748328,20551.65502
1474,31,M,Lake Sarahfurt,Medium,Technical author,PhD,Married,1,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,70,1,FALSE,FALSE,0.630201637,2,3,901,378.9110551,340578,2023-05-17,2023-05-19,2.309569636,1.654175415,2.742592094,8,38,2023-03-01,7,0.701909506,1.25473817,Positive,International Transfers,App Issues,Low,66.45852461,131.0204904,23548,21.45591627,2023-06-18,Credit,2023-05-17 00:00:00,0.503290071,8.23592229,8.207049566,0.891038392,2148.012684
1475,19,Other,Jeromeport,Medium,Pathologist,Bachelor,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,30,3,FALSE,FALSE,0.576083752,9,5,351,618.0795963,216918,2021-08-16,2022-03-15,1.417508525,3.234271062,3.385152662,7,30,2023-08-30,17,0.861851157,3.60065003,Neutral,,App Issues,High,54.10020077,817.4263889,35379,9.437013983,2023-12-03,Credit,2021-08-16 00:00:00,0.068153432,0.062423227,2.386299921,0.95376293,72438.78206
1476,34,F,Simsberg,High,"Psychotherapist, dance movement",Master,Married,7,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,31,3,TRUE,TRUE,0.536186545,17,7,430,254.9020749,109220,2022-08-14,2023-11-20,3.132947003,3.174865773,3.98763576,5,50,2022-12-29,9,0.858280669,1.651688681,Positive,Budgeting Tools,Fees,Low,73.33568919,920.0650424,687497,1.352271598,2023-02-11,Credit,2022-08-14 00:00:00,0.473952099,8.480713182,19.53425107,0.808440946,82468.99996
1477,45,Other,North Austin,Medium,Charity fundraiser,Bachelor,Single,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,47,8,FALSE,TRUE,0.541058721,17,8,297,662.1896826,196614,2022-05-02,2022-04-12,4.766757366,4.096590163,2.098589492,7,2,2022-10-01,19,0.996522052,2.850111397,Positive,Investment Analytics,Transaction Delays,Medium,27.04925204,479.9300401,154648,6.620041693,2022-06-04,Transfer,2022-05-02 00:00:00,0.341199397,4.256939786,1.989667664,0.587758522,36453.92002
1478,83,Other,Michellemouth,High,"Engineer, materials",High School,Single,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,1,TRUE,TRUE,0.865421095,0,9,85,136.4087723,11560,2022-09-09,2023-04-15,4.498725417,2.31682993,1.571959211,8,-29,2023-12-06,0,0.56120677,3.433572358,Negative,Mobile Deposit,,Medium,55.44535863,333.3036858,200440,4.420657195,2022-12-28,Transfer,2022-09-09 00:00:00,0.927839736,7.180541547,2.871039189,0.143078962,18358.1265
1479,52,M,Mcdonaldside,Low,"Therapist, horticultural",Master,Married,3,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,16,5,FALSE,FALSE,0.090153652,14,5,564,652.9803792,367728,2021-09-07,2021-08-20,3.241966367,1.256510035,1.758486606,10,-20,2022-10-12,3,0.624151895,1.218807189,Negative,Budgeting Tools,Fees,Medium,28.51753034,726.5855748,629809,13.58380585,2022-01-09,Credit,2021-09-07 00:00:00,0.763432236,3.851625371,12.72897627,0.039796579,40225.83302
1480,22,Other,Amyberg,High,Restaurant manager,Bachelor,Single,6,Branch,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,60,7,FALSE,TRUE,0.157368748,12,1,387,720.0736954,278640,2021-04-08,2022-10-06,1.826576988,1.747556582,3.90918167,8,58,2023-12-23,8,0.644211572,3.224864059,Negative,International Transfers,App Issues,Medium,72.8432843,265.9359666,183991,16.73433864,2023-08-15,Credit,2021-04-08 00:00:00,0.371936926,9.163819969,2.849234694,0.076952279,20178.67801
1481,82,M,New Carla,Medium,Chief Financial Officer,Bachelor,Widowed,5,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,56,4,FALSE,TRUE,0.812650984,14,5,314,702.5522025,220428,2022-05-04,2021-09-11,1.458557985,1.847855825,1.444823886,8,48,2021-06-10,4,0.654558822,4.667955177,Positive,,Transaction Delays,Medium,80.27802598,70.78218305,245785,5.477885665,2022-12-26,Debit,2022-05-04 00:00:00,0.167781561,2.55101095,12.67393733,0.299126427,72009.40412
1482,57,F,Millsside,Medium,Transport planner,Master,Married,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,3,TRUE,TRUE,0.303039934,3,0,346,776.435462,268496,2023-05-10,2023-08-13,3.735185418,2.860371683,2.293775596,9,53,2022-03-15,7,0.665613859,1.541512686,Negative,Investment Analytics,App Issues,Medium,18.63491221,20.58162127,576151,12.08888847,2023-10-07,Credit,2023-05-10 00:00:00,0.972132755,2.208212212,4.818540736,0.698692068,98666.83413
1483,73,Other,Reginafort,Medium,Colour technologist,Bachelor,Divorced,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,69,6,FALSE,FALSE,0.771560132,18,0,977,521.7100985,509017,2023-07-26,2021-08-14,2.567795202,3.014068019,4.334991787,6,-49,2021-12-07,19,0.783236658,4.670590529,Neutral,Mobile Deposit,Fees,Low,96.0304413,149.0379302,875500,15.59681542,2023-09-04,Debit,2023-07-26 00:00:00,0.836705066,7.890311576,13.45369993,0.437585828,4643.137305
1484,53,F,Port Christopher,Low,Dance movement psychotherapist,Bachelor,Single,4,Referral,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,88,5,FALSE,FALSE,0.352695945,2,0,511,866.1192116,442526,2021-05-09,2023-12-01,3.087607117,1.820757527,4.540626727,7,-41,2022-07-23,6,0.523752732,4.268501798,Positive,Investment Analytics,Transaction Delays,Low,55.18584365,636.4160639,70484,8.515275646,2022-10-03,Debit,2021-05-09 00:00:00,0.336639985,0.091702459,4.869907968,0.048620689,41144.01802
1485,62,F,Michaelview,Medium,Occupational therapist,PhD,Single,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,2,TRUE,TRUE,0.925410117,12,5,763,241.216419,183883,2021-08-16,2021-10-06,4.109939721,2.275123337,4.871931723,10,-5,2021-10-20,4,0.732843062,3.145834688,Neutral,,Transaction Delays,High,88.32979251,577.725773,45629,12.4567814,2021-10-01,Transfer,2021-08-16 00:00:00,0.424738883,0.582151009,15.83172067,0.77557177,62601.05236
1486,40,Other,West Alex,High,Art therapist,High School,Widowed,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,6,FALSE,TRUE,0.281333671,6,6,478,389.5082885,185942,2023-10-21,2023-10-13,3.410447879,4.136602122,3.433265323,9,-22,2023-06-15,13,0.854192515,1.500820784,Neutral,,App Issues,Medium,26.1685656,592.5074398,281828,0.434218896,2023-11-28,Transfer,2023-10-21 00:00:00,0.570881685,2.623232602,7.304436182,0.103888275,20613.92343
1487,64,M,West Justin,Low,Dentist,Master,Widowed,4,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,14,3,FALSE,FALSE,0.426896371,11,0,727,956.9390212,695012,2021-02-03,2023-01-10,1.306904159,1.17333719,1.95577281,10,-10,2023-06-24,5,0.862570011,3.893912722,Neutral,Investment Analytics,App Issues,Medium,20.1881186,208.7027167,338872,12.00651907,2023-02-06,Credit,2021-02-03 00:00:00,0.315189669,7.855222159,11.41233436,0.102984119,75679.32302
1488,48,F,Lake Sandrafort,Premium,"Designer, blown glass/stained glass",PhD,Divorced,5,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,34,9,TRUE,TRUE,0.158841478,1,2,921,791.0468692,728511,2023-11-22,2022-08-14,4.944141713,3.973230151,3.660862488,3,-38,2023-10-01,14,0.776391552,3.589895882,Neutral,Investment Analytics,Transaction Delays,High,94.97182575,582.1792973,852450,19.01218773,2023-11-22,Credit,2023-11-22 00:00:00,0.210773636,2.059821418,19.0765385,0.281759477,80945.75291
1489,28,F,Albertchester,Premium,Commercial art gallery manager,Bachelor,Single,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,48,3,TRUE,FALSE,0.666684531,15,2,708,745.1958621,527460,2022-05-11,2021-03-25,1.575732054,4.91108223,1.756286805,6,88,2022-05-29,6,0.960507255,3.664526752,Negative,Mobile Deposit,,Low,99.34299706,573.922955,922153,14.29402827,2022-11-16,Credit,2022-05-11 00:00:00,0.653583557,5.753384254,17.77306562,0.093650898,18794.43748
1490,27,Other,Carlatown,Medium,"Engineer, maintenance (IT)",Master,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,95,9,FALSE,TRUE,0.402881104,7,6,120,714.097664,85680,2021-10-22,2021-06-18,4.920351908,4.046095317,1.96232178,10,-15,2021-09-04,7,0.595661889,1.517780091,Positive,Investment Analytics,Fees,Medium,20.81295045,969.8844206,978305,16.98966806,2022-03-25,Debit,2021-10-22 00:00:00,0.93709786,1.661150404,15.95677467,0.551698029,46956.6717
1491,84,Other,Jacobside,Premium,"Designer, industrial/product",Master,Divorced,4,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,35,6,FALSE,TRUE,0.941204182,11,3,425,119.3856026,50575,2022-08-20,2022-11-03,3.03076089,4.727520042,4.714929756,4,-63,2023-06-11,2,0.9929692,2.958280167,Positive,Investment Analytics,,High,56.65990489,378.0700579,696109,23.27403138,2022-09-12,Debit,2022-08-20 00:00:00,0.187786052,9.328975526,7.976930415,0.29366774,95970.32782
1492,31,Other,Fosterburgh,Low,Commercial/residential surveyor,High School,Single,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,8,TRUE,TRUE,0.015748005,1,8,203,951.1290625,193053,2023-05-30,2023-10-09,4.355453911,2.052991225,1.038998638,2,-10,2022-12-15,8,0.584045959,3.614091673,Negative,Mobile Deposit,App Issues,Medium,71.8393486,647.6581592,139583,29.93839494,2023-09-14,Transfer,2023-05-30 00:00:00,0.33972302,3.049022332,3.775705936,0.958533031,1302.792075
1493,27,Other,Claytonbury,Low,Psychiatrist,High School,Divorced,2,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,9,TRUE,TRUE,0.38765138,15,8,958,299.5624262,286442,2021-01-04,2021-08-25,1.49585377,3.071124224,3.197547392,5,-93,2021-12-31,6,0.671808638,2.863344825,Neutral,Investment Analytics,,Medium,35.12463681,824.6232845,739446,12.55276897,2021-07-18,Transfer,2021-01-04 00:00:00,0.05261382,0.945218408,17.59513511,0.397831611,86872.98602
1494,18,Other,Christianbury,Low,Outdoor activities/education manager,Master,Divorced,6,Online,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,53,8,TRUE,TRUE,0.023629615,14,9,809,152.9293436,122968,2022-12-24,2023-02-28,4.445267949,2.658508289,1.233324687,4,5,2021-02-21,12,0.525820544,3.360788736,Positive,Investment Analytics,Fees,Medium,41.53028439,417.0358194,724954,5.143428377,2023-12-02,Debit,2022-12-24 00:00:00,0.670566264,1.684761058,15.06152837,0.164253897,40684.2572
1495,22,Other,Justinside,Medium,"Psychologist, prison and probation services",High School,Widowed,1,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,35,2,FALSE,FALSE,0.329041527,8,3,230,28.43900816,6440,2022-05-08,2022-08-04,1.517660811,2.092472053,1.891054944,4,26,2023-01-19,0,0.981044647,3.257402462,Neutral,International Transfers,App Issues,Medium,50.49874603,269.4636665,922636,29.33606122,2023-12-28,Credit,2022-05-08 00:00:00,0.798555258,5.460124878,11.77545489,0.012326244,11020.28914
1496,37,M,Robertland,Low,Corporate treasurer,High School,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,3,FALSE,TRUE,0.38024524,14,2,978,392.8873491,383376,2023-05-04,2023-07-25,4.560316181,1.162333021,2.415762902,8,27,2023-08-13,0,0.790490968,2.707475779,Neutral,Investment Analytics,Fees,High,7.460850293,830.5886351,351011,8.561358742,2023-05-16,Transfer,2023-05-04 00:00:00,0.31144401,1.833159542,9.768596258,0.577251194,86907.03709
1497,25,F,East Keith,Premium,Astronomer,Bachelor,Divorced,7,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,59,8,TRUE,FALSE,0.258136396,2,5,289,675.8797586,195075,2022-01-19,2022-10-01,2.770629591,4.03741462,1.434218149,3,-74,2022-12-10,13,0.837598332,1.60437063,Positive,,Fees,Low,58.77887185,373.9500773,881438,7.857469638,2022-05-07,Debit,2022-01-19 00:00:00,0.129455275,7.424903398,10.46588142,0.545408798,86423.13111
1498,60,M,Williamsonview,Low,Colour technologist,High School,Single,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,97,5,TRUE,FALSE,0.255531114,10,8,740,397.8702554,293780,2021-06-25,2023-06-29,4.445647792,3.898097404,1.138310179,7,64,2023-05-19,6,0.980140396,4.25054498,Neutral,International Transfers,Transaction Delays,Low,39.08460247,893.1571215,98489,26.07250968,2023-02-05,Debit,2021-06-25 00:00:00,0.649909023,3.125313859,11.70824909,0.393305518,64208.46383
1499,18,M,Lopeztown,Medium,Trading standards officer,High School,Widowed,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,4,FALSE,FALSE,0.260059522,18,9,38,810.6593319,30780,2023-12-09,2022-04-08,2.10281183,3.263867371,2.422071432,10,-67,2022-03-14,10,0.878146746,3.566602439,Negative,Mobile Deposit,Transaction Delays,Low,73.12838073,935.2830268,702842,26.78731955,2023-12-16,Debit,2023-12-09 00:00:00,0.472430398,1.778545945,13.82838389,0.23635586,11308.90377
1500,74,Other,North Tara,High,Chartered public finance accountant,PhD,Divorced,1,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,43,6,FALSE,TRUE,0.266256544,14,7,146,189.7525339,27594,2023-01-09,2023-04-15,3.832857639,4.895725141,3.047496063,10,56,2022-01-27,18,0.989622797,3.564893241,Negative,Budgeting Tools,App Issues,Medium,24.24979537,247.7756906,385461,10.11502002,2023-12-04,Debit,2023-01-09 00:00:00,0.522833785,0.946476211,12.57513729,0.656392965,91575.03054
1501,81,F,East Teresaport,Medium,Commercial art gallery manager,Bachelor,Married,3,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,32,6,TRUE,TRUE,0.282286164,0,6,438,178.0253447,77964,2021-05-19,2022-08-19,4.096130028,4.468582904,4.227144604,5,86,2023-02-23,4,0.76687989,1.213824589,Positive,Mobile Deposit,App Issues,High,78.45408455,772.8755059,401299,19.4280205,2022-01-23,Credit,2021-05-19 00:00:00,0.35933183,2.861406701,18.98446454,0.41808782,86333.46162
1502,45,M,Davidmouth,Medium,"Clinical scientist, histocompatibility and immunogenetics",Bachelor,Married,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,7,TRUE,FALSE,0.851297936,6,6,49,273.6680363,13377,2023-12-14,2023-05-27,2.999476274,3.250597942,2.351885415,4,-66,2023-02-06,17,0.860240774,4.016985813,Negative,Investment Analytics,Customer Service,High,9.12582688,267.9393385,302719,20.69186838,2023-12-20,Debit,2023-12-14 00:00:00,0.944811509,9.503091611,10.19695333,0.176391498,87662.82889
1503,54,Other,East Christophertown,High,Museum/gallery exhibitions officer,Master,Divorced,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,54,5,TRUE,FALSE,0.039054053,3,4,317,63.73425913,19971,2023-11-06,2022-01-22,4.459567895,4.682226135,2.243819355,3,4,2022-01-02,11,0.578415447,1.865731213,Negative,,Customer Service,Low,31.11558716,371.2388076,544259,15.69313672,2023-11-29,Credit,2023-11-06 00:00:00,0.431373418,0.509427365,14.10559405,0.434578237,43987.36418
1504,64,Other,Robinsonchester,Medium,Operational researcher,High School,Married,2,Referral,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,73,1,TRUE,FALSE,0.988909798,0,8,528,840.6671196,443520,2023-11-06,2021-05-23,3.73159581,3.238577456,1.04555245,10,-13,2021-01-22,14,0.521107895,3.738177259,Positive,International Transfers,Customer Service,High,55.85582691,886.4122206,919772,17.92065114,2023-12-15,Transfer,2023-11-06 00:00:00,0.492453153,9.548092289,2.032927478,0.525007974,92188.49731
1505,54,F,Kristifort,Medium,Civil Service fast streamer,PhD,Widowed,7,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,43,8,FALSE,FALSE,0.281523166,19,1,214,143.6000756,30602,2021-02-11,2023-09-02,2.258229521,4.350201943,3.467886907,3,75,2022-02-06,16,0.722516188,3.729417489,Positive,Mobile Deposit,Fees,High,15.62784551,306.0450529,731592,10.76616777,2022-05-19,Debit,2021-02-11 00:00:00,0.231077202,7.440221707,14.13225952,0.945912801,16483.38716
1506,66,M,Steventon,Medium,"Conservation officer, nature",PhD,Single,1,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,50,1,TRUE,FALSE,0.027946156,10,4,597,386.2568268,230442,2023-03-11,2023-01-23,4.718138862,3.005530358,4.062513576,7,-38,2023-06-25,3,0.544970444,1.362835317,Negative,International Transfers,App Issues,High,22.76599003,175.7148546,943737,21.20343426,2023-11-16,Debit,2023-03-11 00:00:00,0.302308453,5.848033114,2.636937901,0.478933357,85955.56347
1507,61,M,Christopherberg,Medium,"Education officer, community",Bachelor,Divorced,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,98,4,FALSE,FALSE,0.17515917,18,4,754,468.3436851,352872,2023-08-21,2022-01-03,2.359672084,4.225584977,1.014405471,5,-35,2023-01-10,1,0.750831366,3.130046262,Negative,International Transfers,Fees,Low,16.79346368,225.3225101,667892,26.72358444,2023-12-23,Credit,2023-08-21 00:00:00,0.874116442,4.87790968,0.747214295,0.493556246,34974.59326
1508,73,M,West Kimberlyland,Premium,Architectural technologist,High School,Widowed,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,85,3,TRUE,FALSE,0.941866273,11,4,812,242.5492224,196504,2021-03-31,2021-01-27,3.923949129,2.787825881,1.022690433,5,67,2023-12-14,1,0.676619629,3.843006616,Negative,International Transfers,App Issues,High,86.86276997,552.0023057,233754,25.95401748,2021-06-25,Credit,2021-03-31 00:00:00,0.079983462,1.422393106,14.08732025,0.540404997,86188.914
1509,45,Other,Whiteview,High,Community arts worker,PhD,Single,3,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,50,3,TRUE,FALSE,0.997523477,7,7,543,885.7228226,480555,2023-03-04,2023-10-04,3.770570789,3.286194935,4.464122862,7,10,2022-02-04,0,0.59285208,4.116529162,Positive,Budgeting Tools,,Medium,42.90127066,572.9150068,752922,24.44299044,2023-04-04,Debit,2023-03-04 00:00:00,0.233486484,0.372797421,13.50443724,0.684952723,47722.24987
1510,23,F,Claytonville,Medium,Waste management officer,Master,Married,4,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,86,6,FALSE,FALSE,0.246753068,12,0,95,738.4015663,70110,2023-02-04,2021-08-04,1.528146971,1.783623593,2.110196329,8,43,2021-01-12,16,0.992445944,2.650312719,Negative,Budgeting Tools,Transaction Delays,Medium,71.98941612,958.9278889,552156,4.671232072,2023-02-05,Credit,2023-02-04 00:00:00,0.473567712,6.236907854,8.879194266,0.18624339,32306.51016
1511,78,F,South Kelsey,Medium,Ambulance person,High School,Married,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,8,TRUE,FALSE,0.225449268,4,3,667,37.86261423,24679,2022-06-04,2023-03-23,2.712054996,3.473106022,3.103784769,6,12,2022-09-28,19,0.970053265,1.09971771,Positive,International Transfers,,High,59.28822709,140.6015883,499683,22.91321076,2022-08-02,Credit,2022-06-04 00:00:00,0.15762287,2.38551133,15.28012125,0.490324399,73881.88323
1512,37,M,Wrightton,Medium,Product manager,High School,Married,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,5,TRUE,TRUE,0.836090261,0,0,500,444.2710841,222000,2021-02-03,2023-06-17,3.297062793,4.191793442,3.635865394,10,-36,2022-11-04,9,0.639378177,3.807696158,Negative,Mobile Deposit,App Issues,Medium,61.76248615,971.3413674,227011,4.946139939,2021-03-19,Credit,2021-02-03 00:00:00,0.855455874,5.302064517,6.303402539,0.881517024,48179.5167
1513,19,Other,South Jill,Premium,Copy,High School,Married,1,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,0,6,FALSE,FALSE,0.914211915,17,4,681,146.3978104,99426,2023-01-02,2023-12-07,1.74509922,4.350547974,3.578770699,8,25,2021-07-12,4,0.713909783,2.252336182,Positive,Investment Analytics,Fees,Medium,93.68698204,945.4535334,635955,23.94386523,2023-04-06,Debit,2023-01-02 00:00:00,0.699156479,4.409593943,7.75212172,0.903360765,50167.77325
1514,54,M,New Elizabethborough,Low,Lobbyist,PhD,Widowed,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,6,TRUE,TRUE,0.650361148,1,6,626,642.558025,401892,2021-05-19,2021-06-24,1.397629244,4.075996865,3.237132832,3,85,2023-01-26,16,0.834253245,1.951706366,Negative,Budgeting Tools,App Issues,Medium,34.37627676,558.1935382,432270,9.687673659,2023-05-14,Debit,2021-05-19 00:00:00,0.775256692,7.601024237,5.695669148,0.850224947,57703.30377
1515,37,F,Priceport,Medium,Seismic interpreter,Bachelor,Widowed,2,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,72,1,FALSE,FALSE,0.935820315,8,1,997,498.3274867,496506,2022-12-08,2021-09-02,3.184900016,1.044438444,1.802459427,7,-66,2022-06-04,14,0.763635428,4.186315912,Neutral,Mobile Deposit,Fees,Medium,27.58914777,394.9488317,476502,4.129507325,2023-10-01,Credit,2022-12-08 00:00:00,0.699006216,2.688822002,0.625537317,0.210567126,84662.13207
1516,43,Other,Ericton,High,Primary school teacher,Bachelor,Single,2,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,47,7,FALSE,FALSE,0.950012479,12,1,771,810.4251198,624510,2022-05-09,2021-10-21,1.613003658,4.730153788,4.029803352,2,96,2023-10-27,18,0.956061988,2.509609666,Neutral,Budgeting Tools,Customer Service,Medium,44.09353144,239.8809164,60897,21.83052889,2023-04-23,Transfer,2022-05-09 00:00:00,0.664859654,1.257557766,6.960857419,0.515358337,95047.62152
1517,46,M,West Timothyport,Premium,Fish farm manager,Master,Divorced,2,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,83,1,FALSE,TRUE,0.759688255,12,6,607,687.3047993,417009,2021-08-01,2023-03-20,4.152289422,1.233415781,3.275464444,10,15,2021-01-27,6,0.993807731,2.966533189,Positive,,Customer Service,High,45.06244293,816.6560607,851595,13.94730396,2022-10-15,Debit,2021-08-01 00:00:00,0.425178745,6.083555024,19.33192613,0.931875658,41093.89975
1518,18,M,West Paige,Low,"Engineer, civil (consulting)",PhD,Single,6,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,46,7,FALSE,TRUE,0.348708334,14,1,674,820.3451881,552680,2022-11-12,2023-04-01,4.421497552,3.836957109,2.288210277,7,99,2022-07-14,17,0.531132949,2.539216877,Neutral,Investment Analytics,Transaction Delays,High,90.24611482,872.287211,612191,16.52083647,2023-01-01,Transfer,2022-11-12 00:00:00,0.426310131,8.38233009,3.896720811,0.006612855,60279.97974
1519,52,Other,North Joel,Medium,Writer,High School,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,8,TRUE,FALSE,0.149459672,19,1,474,877.5684212,415698,2021-10-01,2021-07-28,1.375017907,4.288391845,3.769324524,8,88,2021-03-10,8,0.724735874,4.631375509,Negative,Mobile Deposit,Fees,Medium,86.13515962,952.7017077,111075,25.80377542,2022-10-21,Debit,2021-10-01 00:00:00,0.614256085,9.176761494,9.943486828,0.901140321,44893.41379
1520,76,F,Nguyenburgh,Medium,"Engineer, site",Master,Married,3,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,9,4,FALSE,FALSE,0.517672599,8,5,728,188.8328558,136864,2021-04-01,2021-12-12,3.812187347,4.068318634,1.604508095,3,42,2022-07-18,9,0.688717111,2.698086251,Neutral,Budgeting Tools,App Issues,Low,42.37855269,910.1487085,754939,10.99293133,2021-08-28,Credit,2021-04-01 00:00:00,0.178807824,9.247113622,13.78603035,0.17584671,48543.3083
1521,50,Other,Brendafurt,Low,Animator,Master,Married,7,Online,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,25,8,FALSE,FALSE,0.289610093,14,4,138,587.7222293,81006,2022-12-23,2021-05-13,3.928909068,4.087671277,2.467160587,5,-34,2023-09-08,6,0.526210765,2.488243281,Negative,Investment Analytics,Transaction Delays,Low,78.37015235,874.2033159,18343,8.376733308,2023-03-27,Transfer,2022-12-23 00:00:00,0.158012451,0.334411369,0.263765685,0.542111303,75803.10248
1522,68,M,North Tanya,High,Hospital doctor,Bachelor,Married,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,6,FALSE,FALSE,0.118501831,6,0,57,167.5929147,9519,2022-11-25,2023-01-15,1.264893918,1.894582898,1.792565099,4,-73,2023-03-27,17,0.955822555,1.856618616,Negative,,Transaction Delays,High,49.43814756,832.9512613,404480,11.93270981,2023-05-18,Credit,2022-11-25 00:00:00,0.021142172,1.878707932,3.680286894,0.203814906,74317.10055
1523,29,M,Barkerberg,High,"Teacher, music",High School,Married,7,Branch,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,46,6,TRUE,TRUE,0.393996451,10,6,925,250.9152492,231250,2021-12-25,2022-02-12,3.385278219,1.347394775,2.442256016,2,-9,2021-03-31,1,0.578016997,2.772938532,Positive,International Transfers,Customer Service,Medium,85.87320277,712.955008,238150,18.96992275,2023-01-14,Credit,2021-12-25 00:00:00,0.280235386,7.497861822,8.661515101,0.875480167,67716.11612
1524,37,M,Kellibury,High,"Engineer, automotive",High School,Widowed,6,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,9,FALSE,TRUE,0.479765744,4,1,166,235.1633574,39010,2023-08-10,2022-11-25,3.48699352,2.893688164,3.216106105,2,-24,2022-06-03,15,0.518589735,2.98586776,Positive,Mobile Deposit,Customer Service,High,16.37309287,254.0689389,77693,6.738610108,2023-10-20,Transfer,2023-08-10 00:00:00,0.059186012,7.040406261,6.238572546,0.759772484,24206.93106
1525,70,M,South Christopher,Low,Plant breeder/geneticist,PhD,Single,5,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,0,6,FALSE,FALSE,0.661986152,8,1,205,359.5764879,73595,2023-09-08,2022-02-15,3.048016379,3.526778191,2.834925131,5,84,2022-07-16,14,0.54798275,3.654036658,Negative,,Transaction Delays,Low,96.26304488,222.3106275,570588,23.84672549,2023-12-06,Credit,2023-09-08 00:00:00,0.92970726,5.816828513,7.06767627,0.409534333,76753.14728
1526,60,F,Sarahton,Low,Museum/gallery conservator,PhD,Divorced,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,62,5,TRUE,FALSE,0.221139374,13,2,613,789.9901599,483657,2022-01-09,2023-04-08,3.759532991,4.297553029,3.283923669,10,-95,2021-04-28,18,0.718883702,3.919590353,Negative,International Transfers,Transaction Delays,Low,26.00775093,131.2602578,198339,26.48618609,2023-05-28,Transfer,2022-01-09 00:00:00,0.131198967,3.681341498,3.720503649,0.194230338,87020.69686
1527,67,F,West Deannaside,Medium,Leisure centre manager,PhD,Divorced,7,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,16,6,FALSE,FALSE,0.868493685,18,8,999,324.1947818,323676,2021-10-04,2021-09-09,1.987798262,2.409961984,2.211749896,5,-97,2021-03-04,19,0.705359394,1.942021343,Positive,Mobile Deposit,Customer Service,Low,30.48365284,172.0841152,148249,27.32237991,2021-12-08,Transfer,2021-10-04 00:00:00,0.291116183,3.060819354,17.04570359,0.446778673,94672.09515
1528,46,M,East Tonymouth,Medium,"Engineer, manufacturing",Master,Widowed,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,16,8,TRUE,FALSE,0.185441784,14,0,883,747.6587718,659601,2021-05-10,2022-04-22,2.045238822,4.295757714,1.360080247,2,15,2023-08-23,7,0.952479119,4.775495355,Negative,,Transaction Delays,Medium,1.129965943,475.6686245,502129,18.48156297,2022-10-18,Debit,2021-05-10 00:00:00,0.234385995,0.903957845,8.43657025,0.09948893,40269.86646
1529,74,F,Lindamouth,High,Software engineer,High School,Married,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,38,9,FALSE,TRUE,0.997229762,15,7,774,10.8018255,7740,2023-07-27,2023-05-20,4.695335601,3.006275101,1.458177103,8,0,2023-07-20,14,0.509670332,3.527493912,Negative,International Transfers,App Issues,Medium,33.30384881,364.2577017,432377,28.14970976,2023-10-29,Credit,2023-07-27 00:00:00,0.5350752,5.863451887,10.47834969,0.600001308,46239.37045
1530,56,F,North Hannah,Low,"Administrator, Civil Service",Bachelor,Single,2,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,42,8,TRUE,FALSE,0.556879152,19,1,142,582.8299798,82644,2021-03-17,2023-10-20,3.716525221,4.144622251,2.452405326,1,-3,2023-10-02,7,0.962323259,1.409325916,Positive,Budgeting Tools,Fees,High,77.97058868,703.6626306,390556,4.075858918,2022-03-14,Debit,2021-03-17 00:00:00,0.143938426,2.127925463,13.57140744,0.337610443,84203.41484
1531,73,F,Jenniferview,Low,Editorial assistant,Master,Married,5,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,75,8,FALSE,FALSE,0.146842362,14,8,734,288.3898344,211392,2022-08-24,2022-07-25,2.587967556,1.907744776,2.67864376,3,32,2021-12-22,6,0.702210906,4.058747335,Negative,,App Issues,Medium,59.83769431,190.6945815,637927,16.80115048,2023-06-27,Transfer,2022-08-24 00:00:00,0.804077819,8.895952935,18.89346032,0.017120324,30270.49246
1532,60,M,South Jasmineside,Medium,"Programmer, applications",Master,Widowed,6,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,40,7,TRUE,TRUE,0.834393657,14,4,743,744.4623915,552792,2022-02-17,2022-07-14,3.686591688,4.060112967,3.883473802,2,68,2023-08-28,17,0.609883842,3.8039385,Negative,Investment Analytics,Transaction Delays,High,94.27321612,543.1342857,466082,13.42390787,2022-12-30,Debit,2022-02-17 00:00:00,0.128186507,2.240710744,13.89670652,0.420781067,83301.40142
1533,67,Other,Amyfort,Medium,Illustrator,Bachelor,Divorced,6,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,14,1,TRUE,FALSE,0.253731174,3,8,753,991.1863822,746223,2021-03-31,2023-03-31,3.992942794,1.850941863,2.167306746,10,11,2021-08-01,12,0.988686151,3.770466516,Neutral,Investment Analytics,Customer Service,Medium,83.3248321,734.3812326,556183,29.40213433,2021-04-02,Debit,2021-03-31 00:00:00,0.908253046,7.686091285,18.32983274,0.70818854,85688.91547
1534,40,Other,New Jacob,Medium,"Scientist, research (life sciences)",Bachelor,Widowed,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,0,4,FALSE,FALSE,0.188313023,18,9,900,536.9673517,482400,2022-02-13,2022-12-31,2.208821073,1.324000636,3.840573058,6,-26,2021-03-20,10,0.957096063,4.130119451,Neutral,,Transaction Delays,Low,13.37058324,301.3812074,352584,2.709447143,2023-05-19,Credit,2022-02-13 00:00:00,0.801752142,3.483350545,16.05608096,0.643136524,40301.49994
1535,61,Other,Mariomouth,High,Civil Service administrator,PhD,Divorced,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,57,4,TRUE,FALSE,0.134792771,18,8,941,537.5948078,505317,2021-03-27,2023-09-02,3.078715295,4.143644451,3.434235281,7,-70,2023-01-27,4,0.814578068,3.558057761,Neutral,Mobile Deposit,Transaction Delays,Low,86.280607,534.4387059,334226,12.00717884,2022-11-10,Credit,2021-03-27 00:00:00,0.652625662,8.189445828,14.00730803,0.101074268,99951.61979
1536,55,M,Mikaylaside,Low,Dealer,Bachelor,Single,2,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,53,3,TRUE,TRUE,0.550894786,4,4,988,974.671976,962312,2022-10-09,2023-04-09,1.458816602,4.125033548,2.138094775,6,38,2021-03-01,7,0.544897461,1.067567128,Positive,,,Low,50.29429323,76.31547737,792085,4.911692091,2023-08-23,Transfer,2022-10-09 00:00:00,0.414711355,7.387395238,12.67959897,0.955234527,38082.14501
1537,40,F,North Amanda,High,Herbalist,Bachelor,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,4,FALSE,TRUE,0.879326486,1,1,807,365.6360461,294555,2022-09-28,2023-09-20,3.404878487,1.440768507,4.90305393,4,-37,2021-11-10,19,0.88597795,3.637107098,Neutral,,Customer Service,Medium,52.03565188,962.6605044,398678,10.63381922,2023-11-17,Debit,2022-09-28 00:00:00,0.217129991,0.232640447,13.07331744,0.678265903,36473.49056
1538,62,F,Phillipsview,Medium,"Editor, commissioning",Bachelor,Single,2,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,74,2,TRUE,FALSE,0.897110105,0,8,714,402.327463,287028,2023-11-22,2023-11-14,3.751773768,2.702526188,2.069090098,2,89,2021-12-29,1,0.538637886,4.203546525,Negative,,App Issues,Low,92.01381394,222.4723449,26681,26.12629347,2023-12-01,Debit,2023-11-22 00:00:00,0.176092861,6.497932221,17.53221831,0.596914067,46400.1973
1539,69,M,Shawnhaven,Medium,Chiropodist,Bachelor,Married,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,4,3,TRUE,TRUE,0.785618584,8,7,54,699.6525166,37746,2023-03-27,2022-07-26,3.972749296,1.124176785,3.119938447,10,-65,2021-09-27,3,0.630087019,3.190140103,Negative,Budgeting Tools,Transaction Delays,Medium,2.68067142,849.546347,236696,6.76107025,2023-07-21,Transfer,2023-03-27 00:00:00,0.594223854,5.61029359,12.12634413,0.70735413,18152.0352
1540,67,M,Grosstown,Premium,Chemical engineer,PhD,Married,7,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,61,3,TRUE,FALSE,0.581447259,7,2,154,498.2727776,76692,2023-08-28,2021-10-29,4.841957476,3.887945788,4.364899186,4,25,2021-06-19,14,0.802226609,1.733552273,Negative,International Transfers,App Issues,High,31.52191526,572.8137634,37402,14.8242641,2023-08-28,Credit,2023-08-28 00:00:00,0.789229831,8.219563585,17.0181703,0.555012108,94644.17051
1541,25,Other,Kimberlybury,Medium,Higher education careers adviser,Master,Widowed,6,Branch,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,81,1,TRUE,TRUE,0.529883691,11,0,226,771.1927571,174246,2022-06-03,2023-07-21,1.667092328,4.115720424,1.868770599,9,-89,2023-05-10,12,0.517489192,3.69055447,Neutral,Investment Analytics,,Medium,1.570411992,113.5212769,4364,6.137549093,2023-03-22,Debit,2022-06-03 00:00:00,0.147888383,2.331710754,18.57432599,0.404209717,53707.35421
1542,18,Other,Jenniferside,High,Advice worker,High School,Single,1,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,81,7,TRUE,FALSE,0.373771743,2,4,285,417.24759,118845,2021-03-16,2021-08-10,1.277757605,3.684610531,1.271462931,2,-13,2021-09-02,16,0.648765072,1.188181878,Negative,,Customer Service,Low,16.51915215,473.5843468,97435,29.37725046,2023-06-06,Credit,2021-03-16 00:00:00,0.529590839,7.298013874,11.38218362,0.486525874,69887.96931
1543,25,M,Leefort,Medium,"Surveyor, insurance",High School,Married,2,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,4,TRUE,FALSE,0.044066399,7,1,62,692.0259754,42904,2022-01-27,2021-09-08,4.769991504,3.106934096,2.956373236,7,-18,2021-04-25,17,0.679091673,2.839595393,Positive,,Customer Service,Medium,88.10799104,469.8097267,872826,2.296624964,2023-01-14,Transfer,2022-01-27 00:00:00,0.677414751,8.864879977,4.433421962,0.452622699,40165.92243
1544,46,Other,New Justin,Medium,Nutritional therapist,Master,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,70,8,FALSE,FALSE,0.836588858,17,8,392,772.4158222,302624,2022-08-09,2022-05-29,3.594445195,1.544141801,3.471512944,4,28,2023-06-28,19,0.525713551,2.914719503,Negative,,Fees,Medium,43.41582446,467.4003966,95751,25.47189368,2023-08-16,Debit,2022-08-09 00:00:00,0.398701862,7.828157739,12.51774698,0.711936262,4317.98816
1545,22,F,Davidsonville,High,"Scientist, water quality",High School,Married,1,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,45,9,TRUE,FALSE,0.999472241,8,4,679,646.3965529,438634,2023-01-02,2023-09-30,3.252493859,4.949788172,1.501172074,3,-95,2021-05-08,8,0.782858816,4.928660356,Negative,Budgeting Tools,Fees,Medium,86.07280129,588.0887721,913187,27.96513251,2023-04-23,Credit,2023-01-02 00:00:00,0.916329007,9.211844897,19.236057,0.764486102,87198.63489
1546,64,M,New Donnaton,High,Counselling psychologist,High School,Married,1,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,2,TRUE,FALSE,0.920847002,3,6,402,210.1637104,84420,2021-04-08,2023-10-16,2.693096018,2.024619281,1.428970627,9,93,2022-10-06,4,0.837659927,1.723122795,Negative,,Transaction Delays,High,5.995896973,802.6241061,127481,23.33309733,2021-08-25,Credit,2021-04-08 00:00:00,0.373448597,3.066631965,2.212024139,0.312364425,81108.19246
1547,51,M,East Morgan,High,Leisure centre manager,Master,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,64,2,TRUE,FALSE,0.933038553,15,0,713,521.0761185,371473,2022-11-11,2022-04-18,2.763197694,4.354371474,1.327354242,3,-43,2021-07-19,3,0.547205397,3.158258921,Positive,Mobile Deposit,Fees,Low,22.49215443,552.600236,583108,11.08652689,2023-11-26,Debit,2022-11-11 00:00:00,0.434818697,4.205412946,17.63951193,0.785081069,71984.28801
1548,82,F,North Todd,Medium,Actuary,High School,Widowed,4,Branch,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,27,2,FALSE,TRUE,0.333223034,17,0,790,966.8095849,763140,2022-07-14,2021-10-03,2.187901358,1.3055558,3.629773607,5,-81,2022-07-23,13,0.687696066,3.7750401,Negative,International Transfers,,Medium,82.09315889,700.5069391,847644,11.91749729,2023-03-10,Debit,2022-07-14 00:00:00,0.353438569,3.921043148,17.42461475,0.533095344,94763.21377
1549,72,F,North Ashleyfurt,Medium,Technical author,High School,Divorced,7,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,83,8,FALSE,TRUE,0.099305839,9,7,658,113.2057357,74354,2021-09-12,2021-03-02,3.498606096,1.763537871,4.736163935,9,20,2022-02-02,16,0.65947577,1.058680954,Negative,International Transfers,App Issues,High,86.26037824,193.090105,734780,0.902762791,2021-12-05,Credit,2021-09-12 00:00:00,0.892617478,3.386047532,1.874926327,0.100936745,25629.34603
1550,60,F,Foxshire,High,"Journalist, newspaper",Master,Single,4,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,40,2,TRUE,FALSE,0.871583184,16,7,677,708.1334867,479316,2023-01-24,2021-07-23,1.06161687,3.749343441,4.698539955,3,5,2021-02-04,14,0.745630399,4.613579008,Negative,Mobile Deposit,Transaction Delays,Low,55.60179242,541.0158244,461032,5.852974202,2023-08-09,Debit,2023-01-24 00:00:00,0.191043042,1.507769844,6.026356088,0.464555276,17006.02092
1551,47,Other,Brandonbury,High,Contractor,High School,Married,2,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,22,6,FALSE,TRUE,0.763809875,7,7,367,790.2405392,289930,2023-06-14,2021-04-19,3.176477299,1.167844209,4.234028367,10,-89,2022-11-13,15,0.96637951,3.790112852,Negative,Budgeting Tools,Transaction Delays,Medium,6.894717184,107.0872186,298521,27.90779098,2023-11-27,Credit,2023-06-14 00:00:00,0.306655478,0.172855432,17.19964272,0.647479516,19175.72691
1552,34,M,North Sarahborough,Low,Dealer,Bachelor,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,5,TRUE,TRUE,0.390374061,1,6,161,678.2764718,109158,2023-03-31,2021-05-20,1.232376907,1.028634078,2.496772449,9,-91,2022-10-11,2,0.744519021,3.499545546,Positive,Mobile Deposit,Fees,Low,61.20612543,861.541339,48779,21.83283894,2023-11-25,Debit,2023-03-31 00:00:00,0.783556509,2.630642555,12.22540655,0.666862893,23525.87065
1553,43,Other,Hebertland,Medium,"Therapist, occupational",Master,Married,4,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,57,9,FALSE,FALSE,0.833577557,9,4,944,121.4915908,114224,2023-06-20,2023-10-18,3.895954492,3.462338676,3.285323885,6,-53,2021-12-13,12,0.501366376,3.56878302,Neutral,,Customer Service,Low,85.86337506,738.3157313,797706,16.51711126,2023-10-17,Transfer,2023-06-20 00:00:00,0.389493892,9.930096143,6.825257209,0.048059225,64550.07081
1554,25,F,Owenton,High,Historic buildings inspector/conservation officer,PhD,Married,7,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,38,2,FALSE,TRUE,0.138735675,11,0,749,84.03308725,62916,2023-03-03,2021-02-24,4.848574997,3.695652532,4.999495478,7,2,2023-01-21,8,0.518091287,1.46070255,Positive,International Transfers,Customer Service,High,38.71991945,388.2439527,628224,29.70637137,2023-12-01,Debit,2023-03-03 00:00:00,0.401096792,2.940338107,16.03909285,0.361427009,45965.15909
1555,64,Other,Angelachester,Medium,Mining engineer,High School,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,1,FALSE,TRUE,0.65108419,6,7,48,511.6368646,24528,2022-11-26,2022-01-02,1.740799365,3.836740206,4.333123441,8,26,2023-11-24,1,0.670606506,4.832027274,Neutral,,App Issues,Low,14.20558301,184.4520174,904630,22.82503714,2023-12-24,Credit,2022-11-26 00:00:00,0.871209772,8.038661076,0.072643598,0.294885499,92847.33244
1556,63,F,Lauraton,Medium,"Conservation officer, historic buildings",PhD,Single,7,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,32,2,FALSE,FALSE,0.953383886,6,9,386,327.7980255,126222,2022-01-18,2023-02-23,2.097702545,4.455781429,1.346590945,5,-93,2021-01-30,15,0.552313995,2.766745685,Positive,Investment Analytics,Transaction Delays,Medium,45.28575187,695.3448025,884761,18.41810746,2022-04-05,Debit,2022-01-18 00:00:00,0.381555441,1.491968997,3.750053805,0.470384482,86418.94031
1557,50,Other,Allisonland,High,Adult guidance worker,High School,Widowed,6,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,57,5,TRUE,TRUE,0.910418332,12,6,249,396.6059157,98604,2023-10-14,2022-11-01,3.154703566,2.26798578,1.008635004,2,61,2023-04-06,0,0.6489581,3.288934809,Neutral,,Transaction Delays,Medium,60.13689493,537.3123725,362383,15.53939263,2023-11-19,Transfer,2023-10-14 00:00:00,0.771476954,5.577156456,10.2715451,0.873712937,55567.66525
1558,18,Other,Christianborough,Low,"Therapist, art",Bachelor,Widowed,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,8,TRUE,TRUE,0.760849749,18,2,26,280.0871648,7280,2023-10-16,2021-11-09,2.95950587,1.346822597,2.537862779,7,-98,2023-05-03,7,0.820116086,2.015088623,Positive,Budgeting Tools,Fees,High,82.57056344,623.3910579,835215,13.96523122,2023-11-27,Debit,2023-10-16 00:00:00,0.737565172,1.162757901,9.894552301,0.918904088,51704.37838
1559,36,F,North Jessicaside,Medium,"Engineer, biomedical",Master,Widowed,3,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,8,TRUE,TRUE,0.266582787,9,6,145,821.4823512,119045,2023-01-23,2022-09-13,4.265073572,2.590818419,1.107790502,7,-52,2021-05-06,3,0.629258924,1.445682659,Negative,,Fees,Low,89.56035524,695.7094729,687350,25.67735033,2023-08-03,Debit,2023-01-23 00:00:00,0.726560959,6.656001,19.63098859,0.788574862,83456.39335
1560,48,Other,Lopezhaven,High,Medical technical officer,PhD,Single,5,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,49,2,FALSE,TRUE,0.102563692,19,4,260,851.5442829,221260,2023-11-30,2021-07-17,1.502702606,2.017227134,4.045376422,2,46,2021-05-14,1,0.557385608,4.151433342,Positive,Budgeting Tools,App Issues,Medium,62.35377806,978.0529333,378795,14.47711674,2023-12-18,Credit,2023-11-30 00:00:00,0.922270429,1.114059324,5.749684437,0.961930583,50126.40893
1561,31,M,New Colleen,Medium,Maintenance engineer,Master,Widowed,2,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,50,5,TRUE,TRUE,0.324736113,5,9,9,26.15412746,234,2022-07-01,2021-06-06,3.212716168,4.833287259,3.434734061,7,13,2022-01-31,14,0.85064281,3.348603316,Positive,International Transfers,Fees,Medium,6.048261052,921.9918147,405914,13.07587615,2023-09-25,Credit,2022-07-01 00:00:00,0.928033936,2.944261084,1.328069196,0.448726564,58058.47812
1562,70,Other,New Kara,High,Museum/gallery conservator,PhD,Single,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,91,2,FALSE,FALSE,0.617353439,12,9,500,815.1850234,407500,2021-06-19,2023-12-01,4.688821682,1.803291477,3.649089766,3,66,2023-10-25,4,0.958610588,2.560399746,Neutral,Budgeting Tools,,Low,87.98506216,393.2052448,45954,6.927637511,2023-07-10,Debit,2021-06-19 00:00:00,0.414557239,1.315909336,6.721278168,0.095829772,44017.79681
1563,65,Other,Reeseshire,Low,Brewing technologist,High School,Widowed,5,Online,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,76,7,TRUE,TRUE,0.316505906,17,9,266,676.6224399,179816,2023-05-20,2023-10-06,3.668233065,3.799570669,4.695339481,10,86,2021-10-30,0,0.955276461,1.633663318,Negative,,Customer Service,Medium,61.47205775,279.1578226,435269,19.12807626,2023-08-01,Debit,2023-05-20 00:00:00,0.475004423,3.569888372,3.073161195,0.831601532,22334.19546
1564,79,M,Emilychester,Medium,Accommodation manager,Bachelor,Married,5,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,18,8,FALSE,FALSE,0.413114358,15,3,241,459.8450309,110619,2021-06-11,2023-08-13,2.075434868,4.689363192,4.94089566,10,-34,2022-07-01,16,0.82639369,2.627538846,Negative,Budgeting Tools,,High,38.01599466,168.1436216,709069,0.923456575,2023-10-16,Transfer,2021-06-11 00:00:00,0.764585502,3.152023403,14.85126778,0.872891496,24292.93895
1565,83,F,East Lauraside,Low,"Engineer, site",PhD,Single,1,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,2,5,TRUE,FALSE,0.403606276,6,0,325,91.9244984,29575,2023-06-01,2022-02-18,1.250499054,3.677660717,2.290092239,6,-31,2021-06-21,2,0.59253068,1.011731496,Negative,,App Issues,Low,18.88891795,76.93597939,312743,7.62356246,2023-08-02,Transfer,2023-06-01 00:00:00,0.14300369,2.715032255,7.144290155,0.396538622,92408.61779
1566,81,M,Wagnerburgh,Premium,"Teacher, adult education",PhD,Divorced,1,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,90,1,TRUE,FALSE,0.335826727,7,9,934,672.0033335,627648,2022-01-05,2022-08-25,2.676197608,1.265577098,1.558349933,9,-67,2021-12-20,13,0.936600679,4.896775465,Positive,,Transaction Delays,High,40.98327682,838.0207007,714840,15.76515417,2023-04-04,Transfer,2022-01-05 00:00:00,0.245919127,1.485869092,15.33018427,0.516520427,11723.18745
1567,80,Other,Mahoneymouth,Medium,"Therapist, occupational",Bachelor,Widowed,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,7,TRUE,TRUE,0.923451577,7,1,817,270.7354392,220590,2022-08-25,2023-10-17,2.867930261,4.70449047,1.105651515,4,45,2023-06-28,10,0.88088121,3.531920785,Neutral,,Customer Service,Low,51.13855074,908.1219168,549305,9.287389744,2022-08-31,Transfer,2022-08-25 00:00:00,0.970488107,5.201428234,7.306383166,0.255060186,50360.35868
1568,50,F,Meganchester,Medium,Location manager,Bachelor,Divorced,3,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,42,3,TRUE,FALSE,0.319952573,15,1,552,554.1801953,305808,2022-10-20,2023-10-02,1.532160697,1.592373869,4.484018186,1,49,2021-04-02,13,0.919449104,2.152804715,Negative,Mobile Deposit,Customer Service,Low,66.36728404,858.5203132,919000,15.41906741,2023-11-24,Transfer,2022-10-20 00:00:00,0.302525045,2.014812456,7.036504914,0.280862895,71152.08323
1569,58,Other,Mckenziemouth,Low,"Conservation officer, historic buildings",Bachelor,Single,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,28,2,TRUE,TRUE,0.993527277,7,9,177,229.5497948,40533,2021-07-30,2023-10-31,2.920814194,1.799112719,2.15629725,10,-49,2022-07-19,8,0.574310749,4.456077446,Positive,Mobile Deposit,Customer Service,Medium,33.96799848,376.481274,725408,7.097612433,2023-08-26,Credit,2021-07-30 00:00:00,0.536618963,8.352923844,0.782447972,0.979614479,53038.26802
1570,65,Other,New Amy,Low,Television production assistant,Bachelor,Married,7,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,6,FALSE,FALSE,0.209334135,14,1,470,879.0740245,413130,2021-06-13,2022-06-20,3.706902174,3.91526302,1.134889956,4,-90,2022-02-11,1,0.742060273,1.376384687,Negative,Budgeting Tools,,High,66.2807882,722.9141394,545346,25.76730732,2021-10-12,Debit,2021-06-13 00:00:00,0.181127465,6.572859538,5.877763323,0.279704603,48597.96436
1571,30,M,Cannonview,Medium,Research scientist (maths),Bachelor,Divorced,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,51,2,FALSE,TRUE,0.872625012,7,8,489,355.6381779,173595,2022-11-03,2022-12-05,2.902116219,2.970635653,3.388211113,3,93,2023-11-02,5,0.766510625,1.886982607,Neutral,Budgeting Tools,,Low,41.7618308,151.8610361,760077,3.347061755,2023-09-13,Debit,2022-11-03 00:00:00,0.564308117,8.558856349,0.418039605,0.971581469,36410.82779
1572,48,M,Suzannemouth,Low,Adult guidance worker,Master,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,8,TRUE,TRUE,0.732337138,5,5,531,689.8333208,365859,2022-08-29,2021-02-06,1.906591293,4.112054592,2.604096038,5,87,2023-04-19,16,0.887542539,2.28909819,Neutral,Investment Analytics,Customer Service,High,53.97383243,726.2808253,872295,6.616915428,2023-01-27,Transfer,2022-08-29 00:00:00,0.833448985,8.606589942,4.859207879,0.278387638,12562.69633
1573,21,F,Smithton,Medium,Chief Strategy Officer,High School,Married,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,27,3,FALSE,FALSE,0.66880507,0,4,37,498.5924717,18426,2022-09-20,2021-03-06,4.833615932,1.657768547,4.483279,7,-77,2021-12-21,2,0.662816052,4.612299287,Negative,,App Issues,Medium,85.39589403,363.6670552,107286,13.89372408,2023-10-12,Debit,2022-09-20 00:00:00,0.955605712,3.343066975,3.896665046,0.832074758,90643.72595
1574,36,F,Caitlinhaven,Medium,Estate manager/land agent,High School,Married,2,Branch,VIP,FALSE,FALSE,FALSE,TRUE,FALSE,1,83,2,TRUE,TRUE,0.445348235,15,9,225,915.1922548,205875,2023-07-03,2023-06-01,1.459844148,4.426639857,1.40787936,8,-94,2021-01-07,4,0.673291738,2.017667922,Neutral,,Fees,Low,50.90443037,332.4569486,910465,13.16069754,2023-10-01,Transfer,2023-07-03 00:00:00,0.419317837,0.744300811,4.027923625,0.164299119,73626.01409
1575,30,F,West Adam,High,Professor Emeritus,PhD,Single,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,8,FALSE,FALSE,0.816587121,12,3,817,235.6237639,191995,2023-05-23,2021-09-01,3.433518382,2.216723939,3.381163343,3,-30,2022-09-30,15,0.942937096,2.673977859,Neutral,Investment Analytics,App Issues,High,96.5022362,811.7645491,314421,20.15045194,2023-07-12,Debit,2023-05-23 00:00:00,0.890197346,2.542684944,18.95775648,0.835275088,97924.99113
1576,40,Other,East Melissa,High,Commissioning editor,Bachelor,Widowed,5,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,79,6,TRUE,FALSE,0.492218901,3,8,242,955.7508086,231110,2021-12-08,2023-02-25,3.917068878,3.08538678,4.158819638,5,-49,2022-07-15,3,0.870177662,3.467126527,Neutral,Mobile Deposit,Transaction Delays,Low,52.18836625,711.5572705,382205,21.20292881,2023-11-01,Transfer,2021-12-08 00:00:00,0.458437798,4.406316855,0.20483922,0.910538589,3795.797049
1577,18,M,Port Lynnview,Medium,Curator,Master,Divorced,7,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,53,4,TRUE,FALSE,0.135540324,17,8,390,754.8159136,294060,2023-06-29,2023-07-11,2.079561438,1.454191025,4.464064728,8,-13,2022-12-20,3,0.8195651,4.093973026,Neutral,Investment Analytics,App Issues,Medium,96.8041982,704.0190331,291604,19.69809889,2023-12-03,Credit,2023-06-29 00:00:00,0.827290542,9.419337883,2.405976267,0.894384845,70445.64099
1578,71,M,North Benjamin,Medium,Health and safety adviser,Master,Divorced,2,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,1,5,TRUE,FALSE,0.280497282,6,9,320,704.0389034,225280,2022-12-21,2022-10-07,2.518174176,2.404289988,1.286287225,7,-69,2021-08-30,2,0.560455153,3.653833208,Neutral,Mobile Deposit,App Issues,High,26.66564682,674.2586369,957187,19.14248938,2023-12-14,Debit,2022-12-21 00:00:00,0.216551755,4.52925767,19.04114909,0.070533413,98734.2123
1579,32,M,Ericview,High,"Engineer, aeronautical",PhD,Single,6,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,91,7,TRUE,FALSE,0.182429415,0,6,919,842.1782501,773798,2023-07-05,2023-02-10,2.745087094,2.441710412,4.130903383,5,-49,2022-12-01,19,0.534454496,3.729460591,Negative,Budgeting Tools,,Low,60.79476238,551.7262394,91074,13.48588423,2023-07-31,Transfer,2023-07-05 00:00:00,0.492101884,9.470844452,1.645714755,0.782405433,35765.3119
1580,82,F,Pamelabury,High,Photographer,Bachelor,Widowed,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,4,FALSE,FALSE,0.569613409,4,4,974,655.160076,637970,2021-03-28,2023-06-26,3.587940729,4.867412548,4.182464445,8,-69,2023-08-13,12,0.822809669,3.970651532,Neutral,International Transfers,App Issues,Low,5.186520726,178.1281616,794635,13.39404749,2023-10-26,Transfer,2021-03-28 00:00:00,0.832175812,7.734080708,5.516148653,0.870985681,51706.65017
1581,32,M,West Lisa,Low,Mechanical engineer,High School,Single,1,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,83,7,FALSE,FALSE,0.655405491,7,5,543,119.0695093,64617,2022-12-24,2023-07-31,3.049240925,4.32407544,2.047338457,6,71,2021-06-26,14,0.756429161,3.348697792,Positive,International Transfers,Customer Service,Medium,38.97129353,265.3702248,486839,2.662678312,2023-02-03,Debit,2022-12-24 00:00:00,0.543122228,4.70672208,17.69255672,0.341432428,62077.80418
1582,38,M,New Ricardoborough,Premium,Stage manager,Bachelor,Divorced,6,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,6,FALSE,TRUE,0.335934663,3,2,565,701.4398772,396065,2023-06-10,2021-03-15,1.764916957,1.231182758,2.20419373,7,-76,2023-08-07,16,0.992273586,3.031313936,Positive,,,Medium,35.05067332,577.5609863,535777,0.078275254,2023-11-28,Debit,2023-06-10 00:00:00,0.56793258,8.67575773,12.851919,0.891351879,23872.03835
1583,36,M,Lake Markfort,Low,"Journalist, newspaper",Master,Divorced,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,27,5,FALSE,FALSE,0.039515805,6,1,33,443.342134,14619,2022-07-17,2021-03-09,4.570132626,2.142602927,4.682376054,3,-50,2021-06-30,10,0.9260745,4.320276609,Positive,Investment Analytics,,Low,81.48175662,784.1678321,961836,25.63356394,2023-10-22,Credit,2022-07-17 00:00:00,0.640542229,9.03849122,15.37246779,0.663666329,33866.15887
1584,77,F,South Margaret,Low,"Solicitor, Scotland",Bachelor,Married,6,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,27,3,TRUE,FALSE,0.658737611,15,9,529,557.9707718,294653,2021-04-28,2021-12-29,2.457590222,1.826898088,3.510477575,2,74,2021-08-27,5,0.785042668,3.853404846,Neutral,Investment Analytics,App Issues,Medium,99.64567774,643.4792627,53377,0.312499322,2022-09-20,Debit,2021-04-28 00:00:00,0.050143845,4.350113768,8.332467281,0.471046518,34707.91689
1585,50,M,New Dawnton,Low,Medical technical officer,High School,Married,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,1,FALSE,FALSE,0.061959766,4,9,577,414.2485112,238878,2021-06-03,2022-09-13,2.53040169,2.275610427,1.121865448,2,-4,2021-07-05,9,0.559642157,2.911138265,Negative,Investment Analytics,Transaction Delays,Medium,80.25898769,400.7807068,757300,27.20279595,2022-08-15,Transfer,2021-06-03 00:00:00,0.02619542,8.136666109,11.89456258,0.006851043,14061.23585
1586,66,F,Millerton,Premium,Naval architect,High School,Widowed,5,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,15,8,FALSE,FALSE,0.965673498,16,3,767,179.3969955,137293,2023-04-12,2021-12-03,4.199452633,1.05246083,4.272365574,10,60,2022-01-09,0,0.54912459,4.394039701,Neutral,Investment Analytics,Fees,High,12.55494585,625.9071005,617192,6.272812748,2023-11-13,Debit,2023-04-12 00:00:00,0.151556907,8.668809392,11.85138192,0.686150805,14912.43366
1587,52,M,Michaelchester,Medium,Information systems manager,PhD,Divorced,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,32,7,TRUE,FALSE,0.887277742,10,2,972,489.9412741,475308,2023-01-15,2023-10-04,3.14183973,4.128433128,4.883272231,2,18,2021-06-26,5,0.730853871,1.703662146,Neutral,International Transfers,,Medium,57.24768082,333.2145978,721857,16.82646359,2023-08-22,Credit,2023-01-15 00:00:00,0.400572231,4.304263696,10.96614252,0.797812831,66640.68092
1588,61,M,Conradville,High,"Conservator, furniture",Master,Divorced,2,Branch,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,84,6,FALSE,TRUE,0.83088161,17,3,579,72.20686478,41688,2023-11-17,2023-06-02,1.925533593,1.553544405,2.642795161,2,-63,2022-01-16,18,0.574670839,4.533221296,Positive,,Fees,Medium,39.1243393,595.9666168,171365,27.92702104,2023-12-08,Debit,2023-11-17 00:00:00,0.717727203,4.727276824,7.096239079,0.962077472,49416.23254
1589,28,M,Lake Denise,Medium,"Engineer, petroleum",Bachelor,Married,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,4,4,TRUE,FALSE,0.36754296,4,9,173,63.16937223,10899,2021-11-24,2021-10-03,4.658142435,1.8109037,4.008652262,10,63,2022-10-13,12,0.84259369,1.678050217,Neutral,International Transfers,Customer Service,High,3.056882413,776.6470002,881413,11.4464361,2022-01-22,Debit,2021-11-24 00:00:00,0.118446207,2.666236061,2.634592449,0.616935696,93073.76184
1590,83,F,Lake Kimberlyfurt,Medium,Aid worker,Bachelor,Single,3,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,44,5,FALSE,TRUE,0.7449929,2,0,228,537.8760065,122436,2021-03-05,2022-10-02,4.220724134,3.624322289,3.894453468,7,81,2021-02-11,6,0.523575885,1.989699088,Negative,Mobile Deposit,,Medium,57.07957437,165.550667,716546,24.14386386,2023-02-08,Debit,2021-03-05 00:00:00,0.627040173,4.517875237,14.98757539,0.144897911,52526.188
1591,63,F,West Alicemouth,Medium,Futures trader,PhD,Single,2,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,5,FALSE,FALSE,0.045852652,19,0,88,188.5067264,16544,2021-10-20,2023-03-08,3.399774926,3.521735573,2.607035312,1,-21,2021-12-13,12,0.996918448,2.058654738,Positive,,,Medium,50.71311637,77.76413058,718081,17.35609766,2022-04-19,Debit,2021-10-20 00:00:00,0.252788191,4.887459803,5.104791648,0.281776369,57837.52427
1592,26,M,West Wayne,High,Cabin crew,PhD,Divorced,5,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,81,2,TRUE,FALSE,0.089634691,2,5,233,627.4069836,146091,2023-06-17,2023-09-26,3.048377708,4.304587346,2.813845425,4,-76,2021-01-22,3,0.97292333,1.256150894,Positive,Investment Analytics,Fees,Medium,83.02433295,407.6085562,490749,12.91130221,2023-12-02,Credit,2023-06-17 00:00:00,0.238386312,6.437123104,16.63540792,0.552312703,62961.57486
1593,20,Other,East Brent,Low,"Designer, furniture",PhD,Divorced,7,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,51,6,TRUE,TRUE,0.494546152,11,9,752,199.0306381,149648,2021-03-13,2021-08-13,3.701479544,1.548340696,3.483445584,7,-31,2022-03-22,5,0.802037987,2.194196625,Negative,Budgeting Tools,Customer Service,Low,32.29425826,752.9312733,535833,4.823327778,2023-11-02,Debit,2021-03-13 00:00:00,0.582979043,5.916252666,5.650367343,0.269127587,72676.55927
1594,43,F,Maddoxshire,Medium,Agricultural engineer,Master,Widowed,6,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,63,5,FALSE,TRUE,0.586765358,14,3,718,807.1781365,579426,2021-09-16,2023-10-02,2.443419512,1.880323834,1.696414837,10,54,2023-02-07,14,0.59901638,2.107579469,Neutral,Investment Analytics,Fees,High,93.56239159,125.8775923,461164,5.109759488,2023-07-11,Debit,2021-09-16 00:00:00,0.838780163,8.952271524,1.62370823,0.539733994,14374.54816
1595,65,F,East Ryanfurt,Low,Counsellor,Bachelor,Widowed,3,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,61,1,TRUE,FALSE,0.766950712,8,1,37,154.800908,5698,2021-05-18,2023-08-21,3.776398437,4.504867922,3.026472996,10,-26,2023-08-01,11,0.641139818,3.358789544,Positive,Mobile Deposit,,Low,6.27229416,995.0219832,664945,9.339143754,2023-11-21,Debit,2021-05-18 00:00:00,0.728926513,6.484854023,6.608912147,0.248182912,49762.19564
1596,83,M,East Matthew,High,Race relations officer,PhD,Married,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,4,9,TRUE,FALSE,0.29771425,13,2,348,449.5222608,156252,2022-04-29,2023-09-02,1.153177989,3.664541633,2.343121261,2,-72,2021-06-16,17,0.647214582,3.392586829,Negative,,Fees,High,5.104306154,786.1761154,784312,26.8618594,2023-07-01,Transfer,2022-04-29 00:00:00,0.47693282,1.375265106,11.82926184,0.814505682,56568.57684
1597,45,Other,Duncanton,Medium,Audiological scientist,Master,Divorced,7,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,10,7,FALSE,TRUE,0.542604954,7,7,283,471.085165,133293,2023-01-21,2021-11-17,2.599104286,1.315793224,1.336844175,9,-7,2022-05-21,5,0.593159307,3.19545298,Positive,Mobile Deposit,,Medium,37.99044695,714.463638,276098,5.53955639,2023-02-24,Transfer,2023-01-21 00:00:00,0.82621219,2.387263159,16.84130947,0.06203579,43259.76498
1598,43,M,Bakerfurt,Medium,"Pharmacist, hospital",Bachelor,Single,2,Marketing,Premium,FALSE,FALSE,FALSE,FALSE,FALSE,0,85,2,FALSE,FALSE,0.062542576,17,5,148,623.9289529,92204,2023-01-12,2023-11-04,3.469738308,1.375941009,1.802023379,5,78,2022-09-23,4,0.554982463,3.518989661,Neutral,Investment Analytics,Fees,Medium,26.26259363,402.0431161,653931,23.51935016,2023-03-17,Transfer,2023-01-12 00:00:00,0.213674142,9.162020673,7.830266175,0.348605413,1870.351177
1599,42,F,Ayalaberg,Medium,Community pharmacist,High School,Widowed,4,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,86,6,FALSE,TRUE,0.470867746,9,1,463,408.2507373,188904,2023-02-24,2021-04-25,3.485566606,3.133629961,3.006078843,1,-74,2022-01-27,11,0.831534156,1.160727522,Positive,Investment Analytics,Transaction Delays,Low,73.93605036,818.8475945,376347,3.28171016,2023-03-09,Debit,2023-02-24 00:00:00,0.255036718,0.611899336,2.205652311,0.066590876,97035.2302
1600,29,F,South Anita,Premium,Medical illustrator,PhD,Married,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,1,FALSE,FALSE,0.671260448,16,6,938,660.2523887,619080,2021-03-08,2023-03-13,1.285496075,4.002596453,4.630619507,2,-30,2021-09-29,16,0.873922585,3.795164707,Neutral,,Transaction Delays,High,91.45240857,361.3270339,613922,24.39500934,2022-01-29,Transfer,2021-03-08 00:00:00,0.289266666,6.97777043,1.416086614,0.271057306,35270.39216
1601,22,M,Fostershire,High,Visual merchandiser,Master,Married,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,2,FALSE,TRUE,0.989641593,14,1,921,768.8156816,707328,2021-11-11,2022-06-24,3.878500797,3.573407158,4.442611723,1,-99,2022-09-28,9,0.622186805,4.795040518,Negative,,Fees,High,53.87813059,468.9764964,753663,2.080155944,2023-06-01,Credit,2021-11-11 00:00:00,0.505073935,0.835475663,9.405893329,0.113808855,37559.19536
1602,65,M,New Christina,High,"Designer, television/film set",Bachelor,Single,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,7,FALSE,FALSE,0.767960388,1,0,108,131.642556,14148,2023-07-11,2023-10-11,1.339006892,3.71189494,4.670754585,10,-92,2021-04-20,7,0.879236884,3.528213793,Negative,Investment Analytics,Fees,High,14.26373275,80.98086159,62904,6.679040581,2023-08-02,Transfer,2023-07-11 00:00:00,0.686685273,2.207164697,14.36200386,0.460054434,92498.92943
1603,54,Other,East Charles,Medium,Quality manager,Bachelor,Widowed,6,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,50,3,FALSE,FALSE,0.995481724,2,4,70,82.65331111,5740,2023-01-30,2023-02-13,3.963328817,3.28796131,1.977872159,5,14,2023-02-16,15,0.582483826,2.111860415,Negative,Investment Analytics,App Issues,Low,54.84761162,977.8520378,474052,6.922143072,2023-12-27,Debit,2023-01-30 00:00:00,0.92489703,8.063800962,10.76885262,0.08030483,48795.37406
1604,61,Other,Morrisshire,Low,Exercise physiologist,PhD,Single,6,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,59,7,TRUE,TRUE,0.497915629,8,9,691,680.6872932,469880,2023-02-01,2022-12-24,4.647983918,4.525430246,4.307215816,8,-13,2022-08-11,14,0.616485438,2.237728466,Positive,,App Issues,Low,50.03552901,620.6549,464122,24.71573492,2023-07-15,Credit,2023-02-01 00:00:00,0.63662732,3.590243953,1.884038531,0.630780977,76135.3334
1605,32,F,North Emilychester,Premium,"Surveyor, hydrographic",PhD,Married,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,65,6,FALSE,TRUE,0.432952308,18,8,110,854.7997486,93940,2023-06-29,2022-08-06,4.90131131,4.587660041,2.373918565,7,55,2021-12-31,13,0.892174379,4.063897167,Neutral,International Transfers,,Low,16.56374158,247.8575827,504498,17.61809009,2023-10-29,Debit,2023-06-29 00:00:00,0.318055778,4.797693785,4.040732815,0.687072209,4626.192724
1606,60,Other,Michaelmouth,Medium,"Research officer, trade union",Bachelor,Divorced,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,5,FALSE,FALSE,0.834206361,16,4,462,484.9627792,223608,2021-06-07,2022-10-19,3.414135472,3.422297596,4.849096273,3,10,2022-07-26,17,0.988851547,1.445978288,Neutral,,,Medium,3.259056803,629.3865262,351937,19.13550934,2022-12-19,Debit,2021-06-07 00:00:00,0.18891639,7.829684416,0.02358981,0.769780922,66279.45753
1607,65,Other,Brittneytown,Medium,Health physicist,Master,Single,7,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,16,9,FALSE,TRUE,0.462385097,1,0,167,636.206306,106212,2021-10-09,2021-05-06,3.856273362,3.925155798,2.042294345,10,73,2021-10-15,15,0.888932947,2.490647616,Neutral,,Customer Service,Low,36.99057027,777.3940107,348154,24.57883401,2021-12-04,Transfer,2021-10-09 00:00:00,0.80134455,5.822981437,16.70052318,0.740164883,52243.37363
1608,63,F,Garystad,Medium,Best boy,High School,Married,3,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,5,FALSE,FALSE,0.756138117,5,1,377,305.1182889,114985,2023-12-21,2021-02-27,1.935297305,2.849811643,2.327042614,10,46,2022-10-09,7,0.598700653,1.761489921,Negative,Investment Analytics,Customer Service,High,99.00533206,769.2754022,472917,22.87209257,2023-12-27,Debit,2023-12-21 00:00:00,0.573115905,2.760075688,1.694536225,0.44287745,43902.96522
1609,60,F,Hansonmouth,Premium,Dietitian,Bachelor,Divorced,2,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,2,5,TRUE,TRUE,0.994503061,10,3,362,875.7689238,316750,2023-01-22,2021-04-03,2.498027229,2.077330692,1.036881298,5,-86,2023-04-28,0,0.64897597,1.800515852,Neutral,,Fees,High,89.89644481,10.18990991,42378,0.506711449,2023-12-27,Credit,2023-01-22 00:00:00,0.3742385,9.506123179,11.74413332,0.749364111,89883.82009
1610,38,F,Port Jesusstad,Medium,Tour manager,Master,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,8,FALSE,TRUE,0.724595911,10,4,30,773.7869955,23190,2023-03-27,2021-09-20,1.048856679,3.544996339,4.68996089,6,-99,2022-04-08,6,0.819840312,1.014141317,Neutral,Investment Analytics,Customer Service,High,96.51543856,762.6240763,148556,9.489470344,2023-05-03,Credit,2023-03-27 00:00:00,0.497537863,4.398300655,7.462003893,0.691614422,91874.05808
1611,40,F,Port Jessica,Medium,Water quality scientist,PhD,Widowed,7,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,79,7,TRUE,FALSE,0.014302856,8,1,559,591.3103225,330369,2022-10-06,2023-01-21,4.191825186,4.260521197,3.455241163,2,-52,2022-01-21,3,0.977363886,4.550481786,Positive,International Transfers,App Issues,Low,21.59379439,527.9365535,965400,8.547843356,2023-11-18,Debit,2022-10-06 00:00:00,0.367913863,1.153546191,5.087128996,0.659187584,1107.742652
1612,64,M,North Jodibury,High,"Biochemist, clinical",Bachelor,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,75,1,FALSE,TRUE,0.180283345,15,2,687,313.533525,215031,2022-07-25,2022-12-16,3.75828887,2.050320189,2.248691049,2,41,2022-07-13,5,0.997331197,2.268519354,Negative,International Transfers,,Low,86.86625748,819.7718675,713721,23.98357718,2022-09-24,Credit,2022-07-25 00:00:00,0.815339766,0.654911854,17.33867012,0.366889268,85693.27753
1613,32,F,Port Marissa,Medium,Probation officer,PhD,Married,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,62,2,FALSE,FALSE,0.276268046,19,5,50,443.6788512,22150,2022-05-27,2021-02-25,2.031859296,3.50370971,1.57589178,6,45,2022-02-13,14,0.793802072,2.548224029,Neutral,Budgeting Tools,Transaction Delays,Medium,49.83684488,205.813851,253495,0.291653839,2022-11-02,Credit,2022-05-27 00:00:00,0.662185853,8.153851032,12.07976114,0.755766127,43316.19854
1614,42,F,Alexanderville,Medium,Chartered certified accountant,High School,Single,3,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,4,TRUE,FALSE,0.822135473,19,5,284,286.6654294,81224,2021-08-21,2022-11-30,2.960415463,3.490203121,3.582857849,2,-27,2021-12-29,10,0.71821466,1.102456171,Neutral,,Fees,High,90.77279974,283.8791227,519301,0.52590079,2022-01-03,Credit,2021-08-21 00:00:00,0.155474727,5.030479999,7.507952196,0.42422713,11815.30163
1615,53,F,Shannontown,Premium,Plant breeder/geneticist,PhD,Divorced,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,9,TRUE,TRUE,0.932133287,13,9,799,437.2091153,349163,2021-02-23,2023-02-19,3.913624565,4.67526042,1.383741499,7,-95,2022-08-28,9,0.620901948,1.380077751,Negative,,,High,23.69562858,61.40331387,355002,5.990925811,2022-07-11,Transfer,2021-02-23 00:00:00,0.806829062,5.28740359,6.771371607,0.409506713,50268.69061
1616,68,Other,Jasonside,Premium,Physiological scientist,High School,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,50,7,TRUE,FALSE,0.649697627,19,0,201,59.28577418,11859,2022-01-17,2021-07-19,3.666154389,4.037134228,1.580761873,5,-80,2022-06-16,6,0.53809701,1.889728185,Negative,International Transfers,App Issues,High,43.41991167,326.19809,805854,6.967731733,2022-03-28,Debit,2022-01-17 00:00:00,0.517468874,2.913869429,6.763048773,0.351732912,21509.63336
1617,32,F,East Amy,High,Therapeutic radiographer,PhD,Widowed,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,3,2,TRUE,TRUE,0.088037171,10,9,252,114.5895517,28728,2023-10-20,2023-05-27,2.282481978,4.245232169,3.024504748,6,-78,2023-06-20,13,0.653587996,1.685331669,Positive,Investment Analytics,,Low,26.80218295,413.065234,305513,4.977053234,2023-11-03,Transfer,2023-10-20 00:00:00,0.557978681,8.267720065,10.39118113,0.570060819,14130.97321
1618,38,M,Anaberg,High,Advertising copywriter,PhD,Single,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,8,FALSE,FALSE,0.499524398,9,7,816,225.0468746,183600,2023-11-27,2022-12-08,2.478981181,3.283753535,1.52861082,2,44,2022-06-26,5,0.779932483,4.357721202,Neutral,Mobile Deposit,App Issues,Medium,6.825657364,194.0075621,2846,2.573177723,2023-12-22,Transfer,2023-11-27 00:00:00,0.127944401,8.438677899,15.4063588,0.023433968,75867.25122
1619,30,M,South Brandyhaven,Medium,Passenger transport manager,High School,Widowed,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,1,FALSE,TRUE,0.859042385,1,5,706,904.9572646,638224,2023-03-04,2023-01-02,1.616922766,3.910784842,1.363238823,2,-62,2021-07-09,4,0.819424366,4.806388793,Negative,,,Medium,44.83925887,682.3586231,889560,19.82067273,2023-11-03,Transfer,2023-03-04 00:00:00,0.488156205,5.432651477,12.20251695,0.531848762,91168.46763
1620,36,F,West Georgeport,Premium,Estate agent,PhD,Married,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,8,TRUE,TRUE,0.362185647,6,2,949,470.748473,446030,2021-08-30,2023-04-24,1.550515319,1.979248818,3.77546828,2,-38,2023-10-01,19,0.665420954,4.741252583,Positive,Budgeting Tools,App Issues,Medium,5.1695589,905.9752109,205031,4.73728946,2023-06-02,Debit,2021-08-30 00:00:00,0.419242787,8.059168726,18.25055584,0.516711376,29269.5937
1621,51,M,Port Heather,Medium,"Conservator, furniture",Master,Single,2,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,46,5,FALSE,TRUE,0.065273702,0,1,828,485.7678573,401580,2022-06-21,2022-12-21,2.61947214,3.318664159,2.84464431,5,-51,2022-12-29,14,0.979772401,1.854539539,Neutral,,Fees,High,71.42845244,50.4440575,585955,19.08456925,2023-09-16,Debit,2022-06-21 00:00:00,0.657731224,7.748247986,7.340089968,0.332237649,76981.35456
1622,69,Other,Briantown,High,Computer games developer,PhD,Divorced,3,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,38,1,FALSE,FALSE,0.779580676,4,8,47,533.4285537,25051,2022-06-18,2021-04-26,2.918637054,3.649204635,1.198714606,6,-3,2023-01-15,17,0.547173031,1.50662714,Negative,Mobile Deposit,Customer Service,Low,48.33219705,335.711906,595919,13.75696957,2022-07-12,Debit,2022-06-18 00:00:00,0.591980021,2.577417613,14.78093447,0.322149665,13760.39084
1623,44,F,South Donnastad,Premium,Herbalist,Bachelor,Married,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,83,3,FALSE,TRUE,0.657119695,14,7,173,505.1855472,87365,2023-07-03,2022-05-16,4.802791159,4.335207129,1.192047156,4,98,2022-12-16,0,0.854744754,3.640163326,Negative,Investment Analytics,,Medium,74.77151595,166.4656924,890706,25.79087212,2023-10-09,Transfer,2023-07-03 00:00:00,0.117245935,8.977776845,4.542795157,0.473751725,91516.80728
1624,46,M,North Kellyfurt,High,Set designer,PhD,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,48,7,TRUE,TRUE,0.466971346,10,2,129,95.3463597,12255,2022-03-16,2022-05-23,3.021710839,1.662807244,4.841829656,7,-95,2023-12-08,19,0.688490997,2.117194019,Neutral,International Transfers,,High,65.67500416,90.14753651,397101,8.073998161,2023-12-20,Credit,2022-03-16 00:00:00,0.646214537,2.029815768,18.87486908,0.626564583,32891.66664
1625,45,M,South William,High,Clinical biochemist,Master,Divorced,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,7,FALSE,FALSE,0.849806129,19,6,194,330.2609413,64020,2022-08-08,2022-04-26,1.759035478,2.307027434,1.216675232,6,-36,2023-07-10,10,0.889766229,1.225591611,Positive,International Transfers,Transaction Delays,Low,63.18244564,228.8566017,822473,29.57209616,2023-10-04,Credit,2022-08-08 00:00:00,0.390212455,6.213802667,1.32232137,0.12909081,31133.17944
1626,52,F,West Toddside,High,"Lighting technician, broadcasting/film/video",Bachelor,Widowed,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,38,8,FALSE,TRUE,0.849712288,17,6,496,76.80413582,37696,2023-10-03,2022-10-02,1.676940965,4.165741024,2.777785133,8,45,2021-12-16,0,0.917368791,3.249844442,Positive,Budgeting Tools,App Issues,Medium,95.70154221,523.2987899,946247,16.65305061,2023-12-03,Debit,2023-10-03 00:00:00,0.641706656,9.281572258,5.094586011,0.140633545,24820.86911
1627,25,M,East Jamesmouth,Low,IT consultant,Master,Married,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,4,FALSE,FALSE,0.700959469,8,0,631,78.93289757,49218,2022-02-14,2021-06-23,2.381033011,2.736941252,2.557185867,2,-66,2021-03-17,16,0.862569078,2.065694895,Negative,Mobile Deposit,Fees,High,18.63305531,584.7626033,290543,28.97532892,2023-11-23,Debit,2022-02-14 00:00:00,0.264534893,2.579860217,18.37029413,0.908982686,49481.4574
1628,33,F,North Johnhaven,High,Games developer,Bachelor,Married,2,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,6,FALSE,TRUE,0.942318302,0,5,476,86.44948731,40936,2021-09-09,2021-05-15,4.675220721,2.937771625,3.011852253,4,6,2023-03-01,17,0.785451221,2.275367265,Negative,Budgeting Tools,Customer Service,Medium,85.22439093,107.6519361,146782,19.49187943,2022-11-20,Debit,2021-09-09 00:00:00,0.172014127,5.293448026,18.3900143,0.312223555,57587.03048
1629,53,M,Matthewfurt,Low,"Designer, interior/spatial",PhD,Single,3,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,14,7,TRUE,FALSE,0.45394404,19,2,356,898.4634536,319688,2021-10-05,2022-09-17,4.175416396,3.477144224,4.521745774,10,-54,2021-11-15,5,0.538711152,3.379218192,Positive,Mobile Deposit,App Issues,Medium,75.51419068,912.0153994,775611,7.151885065,2022-05-02,Transfer,2021-10-05 00:00:00,0.970563576,7.405724831,1.072296735,0.264090546,35037.17294
1630,47,Other,North Michael,Medium,Actor,Master,Married,4,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,27,8,FALSE,TRUE,0.728928899,5,9,535,226.7787017,120910,2021-06-01,2021-08-23,2.975320902,3.908838525,3.704010309,4,-34,2022-03-08,17,0.570373238,3.789170672,Negative,Budgeting Tools,App Issues,Low,48.90947796,221.7384308,598376,9.014572442,2022-05-10,Credit,2021-06-01 00:00:00,0.387923413,8.372499908,15.09478102,0.422604542,38146.11635
1631,35,M,Michaelport,Low,Environmental education officer,PhD,Single,3,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,15,3,TRUE,FALSE,0.830681774,19,2,916,76.64525659,69616,2023-07-15,2022-11-23,4.823133635,2.153142038,4.113290599,2,-36,2023-06-08,6,0.798465609,1.440018575,Negative,Investment Analytics,Fees,Medium,22.18240811,758.6267859,922187,4.750966846,2023-09-15,Debit,2023-07-15 00:00:00,0.19035079,0.943200212,11.97749507,0.782931529,90217.4658
1632,19,M,New Joshua,Medium,Higher education lecturer,Bachelor,Married,2,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,5,FALSE,TRUE,0.635594412,9,4,417,12.82710354,5004,2021-12-20,2021-12-14,1.861935859,4.455679171,2.714611141,6,30,2022-12-12,14,0.982207884,1.202573768,Neutral,Investment Analytics,,Low,25.1131982,667.1117111,981065,12.80122439,2022-05-07,Debit,2021-12-20 00:00:00,0.530558688,0.113325663,4.168644081,0.723089987,84923.29472
1633,66,F,Lake Jonathanfurt,High,Amenity horticulturist,Master,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,91,8,TRUE,TRUE,0.553110316,3,5,862,617.1310442,531854,2023-07-01,2021-02-10,2.738165855,2.456710521,3.259815179,1,-86,2022-08-15,14,0.764785532,4.299078882,Positive,,,Medium,11.86141039,794.5136049,714537,9.867953625,2023-08-08,Transfer,2023-07-01 00:00:00,0.55055134,9.362150228,7.461720238,0.786763866,30642.35862
1634,21,M,New Stacybury,Premium,Fisheries officer,High School,Single,6,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,6,TRUE,TRUE,0.731998274,17,8,230,620.8060275,142600,2021-06-29,2022-10-30,1.004114524,2.043488492,1.272990383,8,22,2022-03-01,3,0.950148919,2.072392083,Negative,Budgeting Tools,Transaction Delays,Medium,48.05862972,456.390656,743494,7.50875099,2022-01-18,Transfer,2021-06-29 00:00:00,0.339506997,5.22643413,17.92691644,0.776152838,3428.453292
1635,24,F,West Penny,Medium,Barrister's clerk,Master,Married,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,1,FALSE,TRUE,0.354505285,11,4,601,272.2888659,163472,2022-10-17,2021-03-18,4.466709025,3.798232837,1.288510274,8,41,2022-12-02,19,0.962849093,3.10279272,Positive,Investment Analytics,Fees,Low,74.19919666,698.2434571,857550,6.017604865,2023-10-02,Credit,2022-10-17 00:00:00,0.252028907,7.0491547,17.22548326,0.760425893,41167.47441
1636,56,Other,North Jessica,Medium,Company secretary,PhD,Single,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,2,FALSE,TRUE,0.36643028,8,2,48,287.2662382,13776,2022-12-13,2023-08-02,1.631334493,2.43945002,4.478290802,9,-64,2023-10-29,5,0.560065064,4.140198398,Neutral,,,Low,90.38450127,886.3559309,323196,25.08712482,2023-08-18,Credit,2022-12-13 00:00:00,0.319311287,3.088930373,4.592540087,0.671358064,95759.45368
1637,30,F,South John,Medium,Adult guidance worker,High School,Widowed,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,38,3,TRUE,FALSE,0.97661332,16,0,400,344.8087824,137600,2021-05-13,2023-05-16,4.830799762,3.025409827,3.028121581,9,-84,2022-07-05,7,0.728106004,1.220021625,Positive,Mobile Deposit,Transaction Delays,High,64.37289629,138.0374982,915176,25.17144166,2021-09-16,Debit,2021-05-13 00:00:00,0.817495199,2.95623194,6.044532109,0.267030556,42929.33353
1638,48,F,South Tara,Premium,Warden/ranger,High School,Widowed,6,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,16,7,FALSE,FALSE,0.118837717,16,2,614,360.5541755,221040,2022-08-18,2023-11-21,3.028744759,2.321198965,1.435843892,7,14,2021-07-05,6,0.876406792,4.093288332,Positive,Mobile Deposit,Transaction Delays,Medium,75.57968834,624.3480664,536778,16.26205978,2023-05-21,Credit,2022-08-18 00:00:00,0.548540856,6.323971276,4.224122263,0.355830903,97986.54826
1639,80,M,Shaneberg,Medium,Medical laboratory scientific officer,Bachelor,Single,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,45,3,FALSE,FALSE,0.841997263,13,3,495,779.2345598,385605,2022-09-07,2023-05-13,4.975804432,4.413921215,1.299608814,7,-85,2023-11-18,4,0.704286835,3.233449384,Negative,Mobile Deposit,Customer Service,Medium,97.6986368,518.2448231,276254,18.19372554,2023-03-08,Debit,2022-09-07 00:00:00,0.350086643,2.058546147,8.036698473,0.749171534,73573.42183
1640,73,Other,Lake Dillon,High,"Optician, dispensing",High School,Single,4,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,78,9,FALSE,TRUE,0.788745919,8,9,423,940.2083846,397620,2021-11-19,2022-07-01,3.165252625,2.998639481,4.678149129,6,-72,2022-03-08,5,0.646751412,1.422062642,Positive,International Transfers,Transaction Delays,High,96.83924411,454.232878,838187,12.59968954,2023-07-11,Debit,2021-11-19 00:00:00,0.888010075,7.132431344,19.0280333,0.558131596,32672.97034
1641,59,F,Port Devin,Premium,Research scientist (maths),High School,Divorced,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,9,TRUE,FALSE,0.054160288,18,6,135,592.3273326,79920,2021-12-23,2021-02-11,2.821771596,1.26166512,1.682345704,4,46,2022-06-13,6,0.957037914,3.705147024,Neutral,Budgeting Tools,Customer Service,Low,99.73965377,917.2085182,464499,18.78211625,2022-05-31,Debit,2021-12-23 00:00:00,0.301815948,2.129785755,13.04185466,0.060759197,77534.76924
1642,78,M,South Wendy,Medium,"Surveyor, rural practice",Bachelor,Married,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,50,8,FALSE,FALSE,0.703502376,12,4,318,398.1116344,126564,2023-01-11,2023-08-20,2.888612864,1.226832728,2.726476687,6,-81,2022-03-23,8,0.798605193,1.291922918,Neutral,,,High,46.14947491,997.1495218,580618,23.63444017,2023-02-16,Credit,2023-01-11 00:00:00,0.673750015,0.215804361,3.517433163,0.935987394,6953.090087
1643,59,M,Lake Sarah,Premium,Production engineer,Master,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,9,TRUE,FALSE,0.093883436,2,2,684,301.8456754,205884,2023-11-08,2021-02-15,4.343084985,2.459323258,4.130631565,2,-9,2023-08-16,1,0.814074755,2.244818527,Positive,International Transfers,Customer Service,Low,24.92837035,399.6928091,375583,14.69556239,2023-11-16,Debit,2023-11-08 00:00:00,0.696096498,8.861901554,19.04035404,0.765847327,79429.02822
1644,73,F,West Carlos,Premium,"Merchandiser, retail",PhD,Widowed,1,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,19,8,FALSE,TRUE,0.210501326,17,8,865,831.1942177,718815,2022-04-05,2022-10-11,2.449429029,2.630401266,4.468744228,1,48,2022-06-19,15,0.849411414,3.143664982,Neutral,Budgeting Tools,,High,83.09022743,476.2613302,857346,23.74117652,2023-04-27,Transfer,2022-04-05 00:00:00,0.513509696,6.680121783,11.08235528,0.827012116,50048.28963
1645,53,M,East Lonnieberg,Premium,Pharmacologist,Master,Married,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,9,FALSE,FALSE,0.958214198,8,9,738,99.17962488,73062,2021-09-06,2023-02-13,4.413313142,1.149533722,4.457282835,8,50,2021-03-06,1,0.986425776,3.696561935,Positive,Budgeting Tools,Fees,Low,10.06093762,602.4248271,1943,26.77581941,2023-12-23,Debit,2021-09-06 00:00:00,0.911743485,7.795797712,9.705946899,0.984918383,52378.74054
1646,24,F,Port Lucaschester,Medium,Insurance account manager,High School,Widowed,7,Online,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,4,4,TRUE,FALSE,0.362150548,15,5,337,438.8547523,147606,2022-02-16,2023-03-11,4.545433122,4.409760452,4.533647915,8,97,2021-08-25,8,0.807689823,2.049575015,Neutral,Budgeting Tools,Customer Service,Medium,19.84034842,547.4422315,360883,29.71055243,2023-11-29,Debit,2022-02-16 00:00:00,0.59246813,6.151700577,10.38591402,0.622518548,53521.72486
1647,71,F,Turnerview,Medium,Writer,PhD,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,4,FALSE,FALSE,0.056801817,17,4,945,668.647102,631260,2021-10-12,2022-10-23,2.155382637,3.026340118,1.601316157,9,15,2023-11-25,5,0.508104963,1.721424576,Negative,Budgeting Tools,Fees,Medium,41.48861718,595.7839903,291660,28.93040287,2023-03-25,Debit,2021-10-12 00:00:00,0.964527157,7.412660527,14.25486747,0.547125682,49042.94213
1648,18,F,Port Jacob,High,Bookseller,Master,Single,3,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,11,5,TRUE,TRUE,0.521198115,6,6,104,258.0495698,26832,2022-04-30,2021-07-20,4.707334536,3.191412585,2.713139414,9,26,2022-01-17,8,0.983168984,3.96101779,Neutral,International Transfers,App Issues,Low,25.55055542,77.63711926,650278,7.459092226,2023-02-15,Transfer,2022-04-30 00:00:00,0.011707459,1.688083357,18.40595592,0.455852628,74434.5558
1649,61,Other,East Anthony,Medium,Metallurgist,PhD,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,7,TRUE,TRUE,0.20641342,17,9,516,143.2177415,73788,2023-10-09,2023-09-28,1.762483637,3.607215361,3.640130898,8,-29,2023-09-01,7,0.61361822,2.63432272,Positive,,,Low,41.22073599,633.6418419,754870,18.33035445,2023-12-30,Debit,2023-10-09 00:00:00,0.549390384,0.429034488,0.766135317,0.601202683,70834.81943
1650,62,F,Catherinebury,High,Probation officer,High School,Widowed,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,29,9,FALSE,FALSE,0.426329195,13,0,781,655.2741828,511555,2021-02-23,2021-07-24,4.306212846,1.870330142,4.604871244,6,10,2021-10-14,7,0.98069691,1.813393423,Negative,Investment Analytics,Transaction Delays,High,24.62662032,648.685312,491277,10.7062841,2023-03-17,Transfer,2021-02-23 00:00:00,0.626921547,8.3808981,17.64023541,0.688732365,39351.92399
1651,64,M,East Grace,Low,Therapeutic radiographer,Master,Widowed,7,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,82,4,TRUE,FALSE,0.101657969,9,7,282,603.5455044,170046,2023-01-10,2022-02-26,1.674902254,3.091716383,2.713316164,7,38,2023-08-15,4,0.698428277,3.377628254,Negative,Investment Analytics,App Issues,High,96.63575189,869.3539527,718113,20.99571275,2023-08-10,Debit,2023-01-10 00:00:00,0.071957688,7.067922842,0.686568346,0.146524172,52122.12071
1652,30,Other,Christopherfort,Low,Magazine features editor,PhD,Married,2,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,95,7,FALSE,FALSE,0.09596889,9,6,397,623.0990268,247331,2023-01-26,2022-11-20,3.870871203,1.891438608,3.484733407,4,-46,2022-10-24,13,0.929600826,2.5771606,Negative,,Transaction Delays,Medium,92.03748694,526.3813006,777264,5.994328264,2023-05-18,Debit,2023-01-26 00:00:00,0.254738412,6.379964088,10.86474585,0.576636108,69677.16993
1653,39,M,New Meghan,Medium,Meteorologist,PhD,Divorced,2,Online,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,15,6,FALSE,TRUE,0.504143,5,4,864,978.4324694,844992,2023-08-16,2023-10-15,4.902469955,2.661159293,4.839327791,8,88,2023-02-02,8,0.700519022,3.478850858,Neutral,Investment Analytics,,High,26.37247153,278.4297502,47971,8.307353764,2023-12-21,Transfer,2023-08-16 00:00:00,0.623127544,3.414267886,13.03920322,0.588025043,18143.96967
1654,38,Other,Josephstad,Medium,Higher education careers adviser,Master,Single,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,9,FALSE,TRUE,0.335877277,2,5,427,329.7683558,140483,2021-09-23,2023-10-27,1.304500564,3.507349831,4.856762181,1,-64,2023-02-13,10,0.815031996,4.128533587,Negative,International Transfers,,High,4.902448814,507.5455332,878512,29.08304171,2021-12-17,Debit,2021-09-23 00:00:00,0.971859105,9.077918549,19.54567097,0.259381135,88435.17106
1655,26,Other,Port Paul,Medium,"Physicist, medical",Master,Divorced,7,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,75,9,FALSE,TRUE,0.15527032,16,8,908,985.961879,894380,2021-06-26,2022-11-27,1.785385118,1.943438305,3.666018018,8,37,2021-03-11,1,0.700879048,1.080444189,Positive,International Transfers,Fees,High,42.74870787,509.8199258,880617,18.21105837,2021-09-19,Transfer,2021-06-26 00:00:00,0.942269369,1.430650725,17.25189054,0.07870332,9265.680855
1656,43,Other,Taylorborough,Medium,Drilling engineer,High School,Widowed,5,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,2,9,TRUE,FALSE,0.580371031,1,0,888,56.38838144,49728,2021-05-15,2021-12-08,2.412236026,4.534312125,3.012607597,2,-84,2022-10-23,8,0.869439363,2.422477461,Neutral,Budgeting Tools,Customer Service,Medium,35.33575582,648.5557657,37706,6.004915245,2022-03-03,Debit,2021-05-15 00:00:00,0.479431448,7.335521871,4.073511538,0.103188265,2286.881276
1657,26,Other,North Ricky,Medium,Fine artist,Bachelor,Widowed,5,Online,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,7,5,TRUE,TRUE,0.062192123,6,2,974,50.00897937,48700,2022-09-26,2022-09-06,2.440503217,2.17479158,3.289888524,7,-25,2021-08-03,2,0.902749247,2.404185836,Negative,,Customer Service,High,22.84006978,504.7275661,603343,11.80215436,2023-12-03,Transfer,2022-09-26 00:00:00,0.176532218,4.899568152,0.343584792,0.524564693,19028.07852
1658,32,M,West Stephaniebury,High,Food technologist,PhD,Widowed,7,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,36,3,FALSE,TRUE,0.752738836,11,8,85,860.0670629,73100,2023-03-27,2023-01-15,1.728594924,2.214986322,4.604893581,8,-51,2023-01-05,5,0.924343556,4.598420068,Negative,Budgeting Tools,Fees,Medium,82.86659754,403.721064,479884,10.73546452,2023-06-12,Transfer,2023-03-27 00:00:00,0.074398575,9.744358485,9.875728637,0.012509226,11179.4651
1659,27,F,Port James,High,Quantity surveyor,Master,Divorced,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,52,6,TRUE,TRUE,0.051338128,0,2,289,328.7481811,94792,2023-09-08,2023-06-12,2.987504465,4.684544589,3.77295314,4,14,2021-01-17,18,0.611446934,4.988072672,Neutral,International Transfers,Transaction Delays,High,48.84766618,860.8815308,780064,6.963584796,2023-11-24,Debit,2023-09-08 00:00:00,0.484574073,4.696330649,11.60705022,0.206737941,69982.90666
1660,59,M,South Michelle,Medium,Claims inspector/assessor,Master,Married,6,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,2,TRUE,FALSE,0.970371049,19,5,323,363.6862926,117249,2023-12-13,2022-02-18,4.162900171,2.556783316,1.964767138,4,-84,2021-11-22,9,0.915285846,3.611593828,Negative,International Transfers,Transaction Delays,Medium,82.82879824,971.8013664,678365,1.77848474,2023-12-22,Debit,2023-12-13 00:00:00,0.542152745,2.077038386,14.24242253,0.95060881,82201.6963
1661,41,F,Wattsmouth,Medium,"Copywriter, advertising",Master,Married,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,7,TRUE,TRUE,0.735624719,4,9,775,60.66067255,46500,2023-04-22,2023-10-15,4.210572908,1.54616474,1.779180647,10,1,2023-05-14,1,0.701987338,2.631586717,Positive,International Transfers,App Issues,High,61.45973665,544.5583632,634708,29.37971638,2023-06-10,Transfer,2023-04-22 00:00:00,0.690992219,5.79702847,11.31538128,0.755961639,15184.97382
1662,66,M,South Richard,Low,Food technologist,PhD,Single,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,48,7,FALSE,FALSE,0.897212683,12,1,719,12.35268463,8628,2023-04-19,2021-06-04,2.864829144,2.710242357,1.668571334,7,-58,2023-09-01,17,0.803451216,2.760734111,Neutral,,Transaction Delays,Low,53.31128935,630.2047999,484885,11.1351413,2023-04-30,Transfer,2023-04-19 00:00:00,0.438972558,8.161418831,2.538112999,0.774998299,76190.82153
1663,43,Other,New Jillfurt,Medium,"Psychologist, clinical",High School,Divorced,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,2,TRUE,FALSE,0.439949083,18,8,519,636.5872329,330084,2021-06-01,2022-03-15,2.254054995,2.356189757,3.386896283,7,53,2022-11-17,7,0.531191304,3.654041048,Positive,,App Issues,High,36.7976175,637.6432406,178087,16.37381198,2021-07-12,Credit,2021-06-01 00:00:00,0.323568694,6.790720752,17.02776368,0.041497671,46223.67443
1664,54,Other,Phillipshire,Medium,Politician's assistant,Bachelor,Married,7,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,58,6,FALSE,TRUE,0.05808104,5,4,811,527.4675744,427397,2021-09-14,2022-08-12,1.966684935,2.980547532,3.5425716,9,51,2022-11-21,8,0.799826428,3.377115075,Negative,Budgeting Tools,Transaction Delays,High,37.64561374,525.9754421,632906,12.12545793,2021-10-13,Debit,2021-09-14 00:00:00,0.866776214,1.413928329,9.118318744,0.175079805,11539.73128
1665,67,F,New Danielmouth,Medium,"Accountant, chartered",PhD,Single,7,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,59,4,FALSE,TRUE,0.229440106,4,7,688,730.4544313,502240,2022-10-12,2022-06-28,3.862074458,3.450685586,1.317662169,3,93,2021-07-25,16,0.912302584,4.437689657,Negative,Investment Analytics,Transaction Delays,Low,25.05389551,112.7926814,416028,21.2803374,2023-10-29,Transfer,2022-10-12 00:00:00,0.401793179,0.01892539,3.647092366,0.475595888,78850.61288
1666,41,F,East Aprilfurt,Medium,Clinical psychologist,High School,Widowed,2,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,88,7,TRUE,FALSE,0.971094965,4,1,730,235.2187663,171550,2021-06-01,2021-04-08,1.340974232,2.318687317,3.987082004,8,-67,2022-01-19,1,0.641470186,3.855277346,Neutral,International Transfers,Fees,High,36.78454648,61.05402258,705820,22.39773286,2022-02-06,Debit,2021-06-01 00:00:00,0.141756957,0.553794066,14.45614415,0.873889994,18740.33747
1667,36,M,New Paulton,High,Armed forces operational officer,PhD,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,8,FALSE,FALSE,0.618891582,17,7,666,848.994737,564768,2023-07-11,2022-09-01,3.181205133,3.844869474,3.205723738,4,-13,2023-01-04,8,0.730785019,1.536285705,Negative,International Transfers,Transaction Delays,Low,16.17612524,859.7409409,514338,26.99810549,2023-11-04,Credit,2023-07-11 00:00:00,0.403508508,4.923675208,16.1291503,0.496121452,37176.80564
1668,77,F,West Scott,Low,"Surveyor, building control",PhD,Single,2,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,45,1,TRUE,TRUE,0.227871663,9,4,76,269.5859319,20444,2023-08-13,2023-04-04,3.165838386,2.211110516,2.196619113,5,-43,2022-09-20,1,0.910748524,4.354850822,Negative,,App Issues,Low,64.45899009,240.264271,943315,9.60056171,2023-11-07,Credit,2023-08-13 00:00:00,0.897300623,0.897804277,19.27689622,0.464792596,52151.07414
1669,56,M,Kimport,Premium,Barrister's clerk,Master,Married,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,5,FALSE,TRUE,0.482817586,18,2,443,453.4331688,200679,2023-11-26,2022-04-08,1.451093846,4.354631471,4.82571069,7,23,2021-11-30,14,0.650144193,2.164111067,Positive,,Customer Service,High,22.68294298,648.8919057,294662,29.40798926,2023-12-11,Transfer,2023-11-26 00:00:00,0.381386716,0.077103375,0.262878195,0.029258643,32723.5144
1670,35,F,Jacksonport,Low,Commissioning editor,High School,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,62,9,FALSE,FALSE,0.317441361,1,5,628,374.4775102,234872,2022-12-07,2021-07-08,2.884883268,4.848397951,2.977457811,4,-15,2023-08-15,2,0.959625762,4.047196378,Negative,Mobile Deposit,Customer Service,Medium,90.83005437,631.3447339,962676,23.90552513,2023-09-24,Credit,2022-12-07 00:00:00,0.731507249,4.870738511,2.316822153,0.994507903,54658.22913
1671,36,F,Lake Zacharyberg,Premium,"Scientist, audiological",Master,Single,3,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,78,2,TRUE,TRUE,0.489717745,10,5,696,856.6329565,595776,2021-09-20,2021-07-14,1.999017751,1.054715971,2.90960966,1,25,2022-01-17,7,0.577236264,1.221521625,Neutral,Budgeting Tools,App Issues,High,43.83994037,573.9016462,604681,5.714354698,2023-10-30,Credit,2021-09-20 00:00:00,0.905626367,1.477901156,18.05887758,0.291944727,82412.02677
1672,53,F,Gallegosmouth,Medium,Community education officer,Master,Married,3,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,31,4,TRUE,FALSE,0.836624154,0,7,680,822.803395,558960,2022-01-08,2022-11-21,1.66614223,1.465782147,2.768241902,8,-8,2021-02-14,6,0.737792064,2.252957416,Neutral,Investment Analytics,Transaction Delays,Low,75.04003002,140.3335837,360717,15.07368743,2023-07-12,Debit,2022-01-08 00:00:00,0.065862409,2.363108593,6.003620874,0.520044805,88602.16281
1673,72,Other,Lake Vincentburgh,Medium,Arboriculturist,High School,Single,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,8,TRUE,FALSE,0.222555491,5,6,365,447.282283,163155,2021-09-22,2022-07-14,1.328167751,3.040238333,3.23887708,10,-17,2023-06-19,12,0.81695463,3.895263718,Neutral,International Transfers,Transaction Delays,Low,75.30166611,70.00142259,374861,10.22408841,2023-04-23,Debit,2021-09-22 00:00:00,0.42641468,2.429486285,2.490436082,0.556874711,69803.97603
1674,64,Other,South Robert,Medium,"Engineer, maintenance (IT)",Master,Married,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,84,5,FALSE,FALSE,0.399088033,13,8,66,363.86975,23958,2023-06-06,2021-05-18,1.773323708,3.492046095,1.191242085,1,-85,2023-07-24,11,0.73569089,4.907321881,Negative,Budgeting Tools,App Issues,Low,23.19386375,225.8397621,672218,15.37401898,2023-12-01,Transfer,2023-06-06 00:00:00,0.325960414,1.785145484,18.00373672,0.334341343,60776.4678
1675,66,M,Johnsonmouth,Low,Aid worker,Master,Widowed,6,Marketing,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,3,8,FALSE,TRUE,0.446089984,2,0,104,787.6044195,81848,2023-10-27,2023-12-24,3.579618684,4.642328753,1.188342854,1,43,2023-06-10,18,0.706325284,2.607563596,Positive,Mobile Deposit,App Issues,High,64.78115847,609.7547731,19981,9.311884087,2023-11-15,Transfer,2023-10-27 00:00:00,0.45821527,7.034706299,13.09769858,0.658613299,50422.0314
1676,50,F,South Christopher,Medium,Passenger transport manager,Bachelor,Single,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,1,TRUE,TRUE,0.587053431,6,7,655,221.7185226,144755,2021-04-24,2023-09-01,3.917353287,3.521988415,2.848583492,5,99,2023-03-29,12,0.818368788,1.972981866,Positive,Budgeting Tools,App Issues,Low,62.02848672,551.8685895,468604,7.286216604,2023-10-05,Debit,2021-04-24 00:00:00,0.062149662,9.721722041,7.208809417,0.915413018,76570.29015
1677,38,M,Heatherburgh,Low,"Surveyor, building",High School,Divorced,7,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,48,7,TRUE,FALSE,0.077728508,14,0,44,941.5294312,41404,2021-09-12,2023-05-25,1.914185232,4.457184631,4.061134349,1,29,2023-08-28,16,0.944068066,4.484402566,Neutral,International Transfers,App Issues,Low,81.0962889,726.218737,86046,22.25942149,2022-05-19,Debit,2021-09-12 00:00:00,0.112496599,0.232778925,9.930218696,0.8855159,17539.60754
1678,39,F,North Dannymouth,High,Event organiser,High School,Single,7,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,92,6,FALSE,FALSE,0.207011586,18,8,735,324.7888585,238140,2023-11-28,2022-03-06,3.295032508,3.089387071,3.07757912,10,91,2022-05-14,14,0.831336227,4.365358754,Neutral,,,High,70.04675924,402.4196589,187776,15.48646608,2023-12-02,Credit,2023-11-28 00:00:00,0.485573966,1.687885928,17.74228248,0.782643132,41557.50264
1679,65,Other,Christopherfurt,Medium,Chiropodist,Master,Widowed,5,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,22,2,FALSE,TRUE,0.397832685,6,9,955,468.7502798,446940,2021-11-10,2022-12-13,2.486385615,3.758537893,4.687680233,8,29,2022-06-02,13,0.812053687,3.177667018,Neutral,Budgeting Tools,,Medium,67.48887992,781.987932,275049,16.49358012,2022-06-10,Debit,2021-11-10 00:00:00,0.923998362,4.81857586,14.83442192,0.18655555,66815.40951
1680,54,Other,South Andrea,High,"Production assistant, television",Master,Widowed,5,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,7,TRUE,FALSE,0.809340716,2,2,869,810.219647,703890,2022-09-15,2021-06-07,3.166319227,4.694053376,3.547934511,10,-59,2023-02-04,18,0.872557767,2.066290194,Negative,Investment Analytics,Fees,High,94.72707956,557.2167258,117105,12.73711136,2022-11-27,Debit,2022-09-15 00:00:00,0.096125013,7.559169377,9.358820817,0.886112549,38046.2735
1681,32,F,Port Georgemouth,Medium,Oceanographer,High School,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,3,FALSE,FALSE,0.186842095,10,2,418,797.1999294,333146,2021-12-04,2022-09-11,1.984788418,3.70988603,1.033986128,3,-97,2022-11-23,2,0.701995983,2.234254971,Negative,International Transfers,Transaction Delays,High,60.92146528,86.28171102,49214,27.35261926,2022-08-26,Credit,2021-12-04 00:00:00,0.095337894,0.923791215,18.1866841,0.79325848,38116.90453
1682,52,F,East Misty,Premium,Health and safety adviser,High School,Widowed,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,20,4,TRUE,FALSE,0.881523791,4,2,140,696.2017416,97440,2021-11-28,2023-10-31,1.183755507,2.930639892,2.78980812,5,-91,2023-09-16,17,0.508679805,2.955253621,Positive,Budgeting Tools,Customer Service,Medium,58.8100445,109.5123646,317455,1.415111616,2023-02-18,Transfer,2021-11-28 00:00:00,0.236180314,8.004741983,18.75405175,0.83960374,4528.040305
1683,49,Other,Port Jennifer,Medium,Chemical engineer,PhD,Married,4,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,79,6,TRUE,FALSE,0.33916401,13,0,134,124.6518721,16616,2022-10-23,2022-09-07,2.307392972,3.371509858,3.20784011,4,14,2023-04-02,16,0.969462221,4.928840937,Positive,Investment Analytics,Fees,High,18.51614254,277.9104558,524051,23.51543045,2023-04-17,Credit,2022-10-23 00:00:00,0.127614966,5.677737927,14.18032178,0.445839423,56482.04582
1684,28,Other,Parkermouth,Low,Records manager,High School,Widowed,5,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,43,3,TRUE,TRUE,0.253839348,2,6,635,249.7556472,158115,2022-04-07,2023-06-06,1.642724067,2.721170907,1.065841565,3,-78,2022-09-07,19,0.653136688,1.444076647,Neutral,International Transfers,Fees,Low,16.03542716,387.8879948,492934,24.1968063,2023-12-11,Credit,2022-04-07 00:00:00,0.389490127,5.89652484,17.41130573,0.944186875,55594.21933
1685,27,M,Courtneyville,Medium,"Designer, television/film set",PhD,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,19,1,TRUE,FALSE,0.409382298,3,3,488,716.4102878,349408,2022-12-10,2022-10-04,3.937073581,1.600200773,1.426767262,9,51,2021-03-24,4,0.884086821,2.455668576,Negative,,Transaction Delays,Medium,70.85482707,966.2477615,334429,11.75292681,2023-11-12,Transfer,2022-12-10 00:00:00,0.510180242,0.133750009,12.6612819,0.44268084,91875.05991
1686,74,Other,East Adam,Medium,Pharmacologist,Master,Divorced,4,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,98,1,TRUE,TRUE,0.553707742,4,2,224,860.809372,192640,2023-11-29,2022-02-14,3.921541788,4.080624493,4.994332269,2,-27,2022-04-25,10,0.794661112,4.443746148,Neutral,International Transfers,,High,84.96148656,908.9635398,198825,2.056361308,2023-12-31,Credit,2023-11-29 00:00:00,0.788993934,0.699463541,14.39723602,0.515835414,10801.6114
1687,42,F,Alexanderfort,Low,"Scientist, clinical (histocompatibility and immunogenetics)",Bachelor,Married,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,6,FALSE,TRUE,0.733974154,3,4,612,176.5259354,107712,2022-08-05,2023-04-29,1.290895871,2.657815259,3.70227222,8,-41,2023-11-05,13,0.84710518,4.847017398,Negative,Investment Analytics,App Issues,Low,79.57692971,575.5167051,475035,23.48921709,2023-08-29,Debit,2022-08-05 00:00:00,0.201938481,9.656983376,16.84520424,0.369580261,53979.68361
1688,19,M,Stephenstown,Medium,Archivist,Bachelor,Married,3,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,68,4,FALSE,FALSE,0.476942028,3,0,650,989.2898629,642850,2021-06-11,2023-04-04,2.586928666,1.379103041,3.702614304,3,42,2021-08-09,19,0.908898837,1.202550847,Neutral,,,Low,93.23954612,208.203057,766827,13.52147202,2022-07-05,Transfer,2021-06-11 00:00:00,0.011891806,7.489368751,3.937415759,0.027889118,40517.76083
1689,81,F,Youngshire,High,Sport and exercise psychologist,PhD,Divorced,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,89,7,FALSE,FALSE,0.81800297,1,4,80,624.996024,49920,2022-05-29,2022-05-30,1.371449917,3.81591496,3.27876647,6,-74,2023-05-13,6,0.746286811,3.357209233,Positive,International Transfers,App Issues,Low,15.76330779,981.2948415,121601,18.57965684,2022-12-28,Credit,2022-05-29 00:00:00,0.705981684,7.932221822,1.845195236,0.397015485,6724.530869
1690,52,M,Chavezmouth,Premium,"Administrator, Civil Service",Master,Married,4,Branch,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,70,9,FALSE,TRUE,0.818742913,4,1,893,823.0098899,734939,2022-02-07,2023-11-22,3.859360296,4.05618859,4.584162591,2,-9,2023-05-23,17,0.517032563,3.417323582,Positive,International Transfers,App Issues,Low,86.39178196,542.5986272,676095,24.12783826,2022-06-16,Credit,2022-02-07 00:00:00,0.468330033,1.507647883,0.565968187,0.519872237,52450.60099
1691,24,F,New Carolbury,Medium,"Scientist, forensic",Master,Married,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,51,8,TRUE,TRUE,0.001739949,2,7,409,787.6602646,321883,2022-07-17,2023-07-18,1.073388699,1.421103022,2.153981521,4,-23,2022-07-06,4,0.981635444,3.018346769,Positive,Budgeting Tools,,Medium,55.85079668,593.8399669,364670,4.998199176,2023-11-19,Transfer,2022-07-17 00:00:00,0.370434665,0.159490331,5.170565977,0.327906444,55998.48929
1692,35,Other,Christineside,Premium,Chief Strategy Officer,Master,Divorced,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,79,3,TRUE,FALSE,0.791583096,13,8,478,116.1574878,55448,2021-09-14,2022-01-05,2.752089426,2.823491476,4.412415614,4,-94,2023-04-01,1,0.901447276,1.172505462,Negative,,,Low,71.77182955,500.5517583,257250,10.97248578,2023-10-27,Debit,2021-09-14 00:00:00,0.828303735,6.398939099,5.183494131,0.130297922,80460.2267
1693,84,F,North Jack,Premium,Medical technical officer,High School,Widowed,3,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,16,7,FALSE,FALSE,0.442753569,3,8,552,349.2014745,192648,2022-09-13,2021-02-08,1.609692929,2.925124679,1.386786386,2,-62,2021-02-28,17,0.821176988,2.270489661,Negative,,,Low,30.45316436,529.3254412,516752,20.77327193,2023-06-14,Debit,2022-09-13 00:00:00,0.239383517,7.512585729,17.86131184,0.234921646,80032.41722
1694,59,M,Lake Michaelberg,High,Product/process development scientist,Master,Single,3,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,65,1,FALSE,FALSE,0.967087223,15,2,733,463.8333616,339379,2023-12-29,2023-11-24,3.65947106,1.938040344,4.899553279,4,97,2021-12-02,8,0.9443514,2.761013417,Negative,Budgeting Tools,,Medium,3.042938879,725.3170328,518084,10.27688242,2023-12-31,Credit,2023-12-29 00:00:00,0.383917159,9.263269655,10.52510303,0.735781179,7863.858161
1695,56,F,Lake Belindaport,Medium,Clinical biochemist,High School,Married,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,11,2,TRUE,FALSE,0.820226484,3,7,944,267.4623534,252048,2021-07-11,2022-01-18,1.855837235,4.196686422,4.270206959,3,-66,2023-11-15,2,0.96191671,2.950852968,Positive,Mobile Deposit,App Issues,Low,1.595316236,188.5379093,567741,11.08446887,2022-04-01,Debit,2021-07-11 00:00:00,0.446517605,1.954677543,7.028389842,0.827501938,70767.17511
1696,58,M,Samanthaton,Low,Data scientist,PhD,Widowed,7,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,57,9,FALSE,TRUE,0.384007144,5,1,343,685.5687475,234955,2023-10-27,2023-10-20,2.626669627,3.123011502,1.0096071,2,43,2021-12-07,5,0.938643727,4.86240627,Positive,International Transfers,App Issues,Low,20.87665347,501.9270318,455644,22.281093,2023-11-09,Transfer,2023-10-27 00:00:00,0.303689726,6.950106377,13.23919472,0.37186706,29889.81027
1697,41,F,South Victoriaburgh,Medium,"Therapist, drama",Bachelor,Single,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,76,8,TRUE,TRUE,0.634632842,18,0,999,565.8236264,564435,2021-12-12,2022-03-13,1.020272698,3.289305662,1.238607463,2,53,2022-09-08,6,0.571208538,2.219156796,Positive,,Customer Service,High,27.64586757,158.666366,786419,22.36469437,2023-04-28,Debit,2021-12-12 00:00:00,0.254707151,1.048627837,11.13792207,0.612820693,16713.10728
1698,77,Other,Cherylshire,High,Airline pilot,PhD,Divorced,3,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,4,7,FALSE,TRUE,0.194243775,16,0,440,981.1299523,431640,2021-11-12,2023-08-16,4.955661026,2.431900237,1.339222036,2,-33,2023-12-10,14,0.864412621,1.236621111,Neutral,Mobile Deposit,App Issues,Low,58.79304662,193.758952,434033,18.01945653,2023-09-17,Debit,2021-11-12 00:00:00,0.653897077,6.677371385,12.50776821,0.656910317,94706.32072
1699,63,Other,South Kara,Medium,Clinical cytogeneticist,Master,Married,4,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,79,2,FALSE,FALSE,0.290349452,3,6,828,190.8892293,157320,2021-12-17,2022-07-03,4.016375718,1.982008327,3.73507584,5,88,2022-02-11,3,0.659479643,1.480288806,Negative,,Fees,Medium,85.85124731,460.8777889,308823,12.34956389,2023-07-07,Credit,2021-12-17 00:00:00,0.631806951,6.621592305,7.491598354,0.282961808,64678.85538
1700,36,F,Sarahland,Low,"Lighting technician, broadcasting/film/video",Master,Married,6,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,91,2,TRUE,TRUE,0.202105431,11,0,108,565.5492686,61020,2022-11-23,2023-12-28,1.657615839,4.208689635,3.737831736,5,37,2021-10-13,5,0.521179055,2.410414182,Neutral,Investment Analytics,App Issues,High,34.07122023,234.1337741,179618,11.64736561,2023-03-06,Transfer,2022-11-23 00:00:00,0.714835515,3.96368363,9.83026491,0.108157399,31707.09
1701,59,F,Marcusfurt,Medium,"Biochemist, clinical",PhD,Divorced,6,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,71,7,FALSE,TRUE,0.751156313,6,5,903,901.1302452,813603,2021-03-26,2023-06-08,2.77500616,3.131684829,1.32492103,8,4,2021-09-24,3,0.639436925,4.113984896,Positive,Budgeting Tools,App Issues,High,83.13439775,955.0712298,271647,8.786553322,2023-06-24,Debit,2021-03-26 00:00:00,0.458333729,6.058872582,5.597891214,0.804539951,84026.36891
1702,49,F,Port Ronaldside,Low,"Psychologist, educational",High School,Married,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,55,7,FALSE,FALSE,0.008216019,15,7,113,49.17063204,5537,2021-02-28,2021-05-03,2.992986764,1.963547178,2.793323865,2,53,2022-11-14,19,0.827315538,3.428849216,Neutral,Budgeting Tools,,Low,24.04809626,136.5223756,863900,2.265591624,2023-12-12,Debit,2021-02-28 00:00:00,0.867364893,6.134546557,14.36702298,0.252157854,12844.03655
1703,56,M,West Thomasville,High,Chartered accountant,High School,Single,4,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,91,6,TRUE,TRUE,0.407273106,13,9,175,502.7221562,87850,2021-06-16,2023-12-06,1.903903048,2.704410888,1.950638177,8,-88,2021-04-21,18,0.956400342,4.12781056,Negative,Mobile Deposit,App Issues,High,43.51532136,982.8348895,258847,1.370814695,2022-08-12,Credit,2021-06-16 00:00:00,0.382372016,2.153935416,7.729766323,0.905213261,25913.85785
1704,53,F,Markchester,Low,"Engineer, building services",High School,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,5,TRUE,TRUE,0.837565998,12,3,892,220.8703523,196240,2021-04-04,2022-02-15,1.339836563,3.223174062,2.596101242,6,-58,2021-07-05,4,0.8453848,4.673838033,Positive,Investment Analytics,Fees,Medium,10.31691822,942.892294,79766,27.66041587,2022-03-20,Transfer,2021-04-04 00:00:00,0.089115348,6.550536189,14.47052837,0.052210861,88606.59827
1705,53,F,Lake Jason,High,Rural practice surveyor,Bachelor,Divorced,3,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,71,6,FALSE,FALSE,0.709080027,10,1,526,958.6581942,503908,2022-06-27,2023-01-17,3.277874689,3.220628745,1.957118528,3,16,2022-09-26,11,0.790845207,1.483311562,Positive,,,Medium,44.35374847,818.5563871,894402,3.83142353,2022-09-08,Credit,2022-06-27 00:00:00,0.802688967,6.289529606,15.57664059,0.035014974,71296.61782
1706,20,M,North Ashleyhaven,High,Archivist,Bachelor,Married,4,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,92,9,TRUE,TRUE,0.421754412,10,3,869,668.7549266,580492,2022-03-08,2023-08-06,4.34046166,3.230932768,2.663840254,5,13,2021-10-17,0,0.666852504,3.109252106,Negative,Budgeting Tools,Transaction Delays,Medium,70.11384599,579.3171096,671780,18.37854296,2023-02-20,Debit,2022-03-08 00:00:00,0.088101557,4.096019734,4.26835525,0.572100111,33135.1669
1707,25,Other,South Jenniferport,Low,Osteopath,Master,Widowed,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,17,4,TRUE,TRUE,0.633043349,0,8,130,280.2022072,36400,2023-05-04,2021-10-30,3.287249877,1.676429698,3.569147252,4,99,2022-12-10,6,0.610750163,3.498767209,Negative,Investment Analytics,Transaction Delays,High,82.35765655,477.0297743,725175,8.180454262,2023-12-19,Credit,2023-05-04 00:00:00,0.950108512,2.737524892,1.309974666,0.50675265,78345.46418
1708,58,F,Lynchmouth,Medium,Production manager,PhD,Married,2,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,43,1,FALSE,FALSE,0.431797896,7,1,703,989.9399316,695267,2021-03-04,2022-05-08,3.523084369,3.219452888,1.615378958,5,54,2023-07-29,8,0.775782032,2.667324953,Neutral,,Transaction Delays,Low,45.5738552,730.9058904,284641,19.08304491,2022-05-08,Debit,2021-03-04 00:00:00,0.528337249,7.052325265,5.886704518,0.433713206,10955.47047
1709,30,F,Aliciastad,High,"Civil engineer, consulting",PhD,Divorced,3,Online,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,42,9,TRUE,FALSE,0.844007516,12,4,805,226.0934434,181930,2023-10-17,2021-11-05,3.363032581,2.382992952,1.873266493,6,-89,2023-03-22,2,0.74190388,2.811320253,Neutral,Budgeting Tools,Fees,Low,24.52279928,120.6529888,161681,20.89591684,2023-12-23,Credit,2023-10-17 00:00:00,0.568764836,3.987445855,10.20313913,0.121172559,57701.12279
1710,66,Other,New Anna,Medium,Fine artist,Master,Widowed,5,Online,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,79,8,TRUE,TRUE,0.572601603,3,1,837,337.6993453,282069,2022-08-17,2022-09-07,2.825797914,3.268348599,2.429019121,4,86,2021-12-05,9,0.842585081,1.337230378,Positive,Mobile Deposit,Transaction Delays,Medium,3.722603333,564.5408109,180706,23.54338549,2022-10-27,Transfer,2022-08-17 00:00:00,0.365527894,6.88943693,19.23202237,0.202374144,32791.42731
1711,77,Other,Vasquezburgh,Low,Audiological scientist,High School,Single,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,2,TRUE,FALSE,0.632618141,18,0,102,678.4003166,69156,2022-09-11,2023-06-11,1.589186503,3.665953096,4.919381731,10,69,2023-08-02,10,0.768833454,1.234663153,Negative,,Fees,High,71.61279115,898.5267175,479043,2.734345718,2022-10-02,Debit,2022-09-11 00:00:00,0.909276534,5.87354945,16.04349961,0.90354369,19937.14811
1712,19,M,Lake Kelly,Medium,"Psychologist, counselling",Bachelor,Single,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,85,4,FALSE,FALSE,0.988621233,19,8,238,571.8305879,135898,2023-09-17,2023-04-21,1.809470459,1.921861613,3.544902639,10,59,2021-01-02,1,0.707935114,1.171840093,Positive,Budgeting Tools,,High,31.75233937,605.8345399,450937,3.09844182,2023-09-29,Debit,2023-09-17 00:00:00,0.160764165,1.988026416,4.693935845,0.52187079,83249.88534
1713,77,F,North David,Medium,Estate manager/land agent,PhD,Widowed,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,3,FALSE,TRUE,0.7701073,5,4,278,826.2333542,229628,2022-05-17,2022-10-15,2.311030621,1.482465226,4.661982189,8,43,2021-10-30,14,0.923680854,3.622635733,Negative,Investment Analytics,,Low,68.17522201,322.23472,626299,24.21003047,2022-08-25,Debit,2022-05-17 00:00:00,0.412949986,9.325002829,16.58992998,0.745984108,55975.67879
1714,22,F,Garrettville,Medium,Learning mentor,Master,Widowed,5,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,76,3,TRUE,TRUE,0.285959495,2,5,838,672.611738,563136,2023-04-12,2021-05-12,2.176447769,3.417593086,4.424786418,2,77,2022-02-15,0,0.897556293,1.403374984,Neutral,Budgeting Tools,,Low,64.59760722,405.9323907,138838,28.00375828,2023-08-30,Credit,2023-04-12 00:00:00,0.255757822,5.478774449,4.420177159,0.076826121,48693.55063
1715,61,M,Port Christina,Low,Cartographer,High School,Divorced,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,21,6,FALSE,TRUE,0.772974127,8,5,813,582.3990118,473166,2022-09-02,2022-02-21,3.08638054,3.772058357,3.235266062,4,62,2021-12-19,14,0.906738479,2.473969059,Neutral,Budgeting Tools,Fees,High,15.78014017,712.1728214,96326,7.744302781,2023-08-09,Debit,2022-09-02 00:00:00,0.393019035,1.415560013,3.999931571,0.277925103,61828.95108
1716,44,Other,Gutierrezmouth,Medium,Art gallery manager,High School,Married,7,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,7,FALSE,FALSE,0.928486748,18,7,775,342.1638097,265050,2023-07-18,2023-04-25,2.683251546,4.463706518,2.103864042,9,22,2022-09-10,12,0.54555012,4.668291036,Positive,International Transfers,,Low,86.629251,60.44730796,830357,9.233388023,2023-07-25,Credit,2023-07-18 00:00:00,0.280029093,4.423569859,5.569293073,0.517876116,76685.12104
1717,49,M,Annborough,Medium,Holiday representative,Bachelor,Single,2,Online,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,84,8,TRUE,TRUE,0.295076277,6,3,996,302.8683795,300792,2021-05-30,2022-07-01,3.547534572,1.984006552,2.029992533,2,49,2022-09-22,8,0.574596217,1.670995723,Positive,Mobile Deposit,App Issues,High,25.22931178,632.1696851,266149,27.54403373,2023-09-11,Transfer,2021-05-30 00:00:00,0.347063423,2.769264645,7.093147721,0.031399327,90616.93023
1718,38,Other,Lake Jamesport,High,Media planner,Bachelor,Married,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,62,7,FALSE,FALSE,0.817299351,10,0,773,106.9796162,81938,2021-05-03,2022-08-11,4.361326068,1.495759212,3.276270094,10,98,2021-06-14,19,0.600209262,2.891383951,Negative,International Transfers,Fees,Medium,64.45262563,328.1191395,589289,23.75738575,2022-06-04,Credit,2021-05-03 00:00:00,0.050150096,0.623503098,7.548684301,0.629432542,14358.53772
1719,25,M,Kristyport,Medium,Set designer,Master,Single,5,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,23,9,FALSE,FALSE,0.237821436,14,6,666,408.9181124,271728,2021-11-20,2021-11-25,1.196444241,4.893840222,3.228285741,2,-10,2022-01-14,16,0.954955378,3.917806902,Positive,Budgeting Tools,App Issues,Medium,55.38369481,404.0454586,829279,7.13617622,2022-11-16,Debit,2021-11-20 00:00:00,0.455469867,3.927971588,0.908220944,0.425317012,66983.8067
1720,67,Other,Williammouth,High,Health and safety adviser,Master,Married,7,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,64,2,TRUE,FALSE,0.434033405,14,5,604,791.2731988,477764,2023-06-20,2022-06-10,2.849623806,1.160049303,3.238594554,10,-19,2022-04-29,9,0.680879263,1.990560707,Negative,,,High,58.9639245,288.2603079,603108,17.47667724,2023-07-31,Debit,2023-06-20 00:00:00,0.337064101,9.885276172,11.34493858,0.967745618,86875.64425
1721,84,M,North Ginamouth,Medium,Regulatory affairs officer,High School,Single,7,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,28,4,TRUE,FALSE,0.690172927,16,6,559,291.6615631,162669,2023-05-02,2022-04-29,1.862586567,2.664718924,2.467392904,1,68,2022-02-21,0,0.827531032,1.087357791,Negative,Mobile Deposit,Customer Service,High,45.90289617,891.9657833,720136,9.429073233,2023-10-28,Transfer,2023-05-02 00:00:00,0.79953323,9.619476867,19.38206457,0.843080057,64260.55856
1722,61,Other,Ramseytown,High,Hydrologist,High School,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,2,FALSE,TRUE,0.243527528,14,7,855,882.31344,754110,2023-09-19,2023-04-12,4.640902955,2.973592169,3.830647453,1,-54,2023-06-14,8,0.521181132,4.111534135,Negative,,Customer Service,Low,53.2901986,821.8355002,100930,13.27343856,2023-11-12,Credit,2023-09-19 00:00:00,0.505738697,3.613322267,16.91087026,0.328960705,29103.52905
1723,75,Other,East Mark,Medium,"Engineer, communications",PhD,Divorced,2,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,0,3,TRUE,TRUE,0.187295296,11,4,578,803.3431189,464134,2023-08-10,2022-05-04,3.177801488,3.842984767,2.632713581,8,38,2021-07-04,18,0.866595332,3.914918138,Positive,,,Low,76.16482825,853.1629313,57828,21.13109984,2023-11-18,Debit,2023-08-10 00:00:00,0.586605885,1.844639918,12.02214815,0.606064471,17011.4406
1724,20,Other,Sandrafort,High,Oncologist,High School,Single,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,1,FALSE,FALSE,0.462543658,18,5,242,997.6541625,241274,2022-02-22,2021-08-21,4.536747413,4.245063666,2.405029703,3,19,2022-05-17,5,0.881535547,4.919946005,Positive,Mobile Deposit,App Issues,High,37.91814347,417.0798717,361552,7.473099904,2022-12-18,Credit,2022-02-22 00:00:00,0.786782702,1.955144526,16.00253155,0.601643094,33919.07191
1725,19,Other,Roblesberg,Medium,Economist,Master,Divorced,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,20,8,TRUE,FALSE,0.783201532,2,1,661,728.5427712,481208,2022-11-28,2021-11-04,3.681312106,3.230455523,3.021425297,1,2,2021-11-12,19,0.872794715,3.425967424,Positive,Mobile Deposit,,High,74.86578902,137.1025917,848451,2.231480789,2023-03-02,Debit,2022-11-28 00:00:00,0.778758529,9.605451214,15.3571828,0.777408595,34349.01024
1726,61,Other,Mooremouth,High,Clothing/textile technologist,Bachelor,Single,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,77,5,FALSE,FALSE,0.595863215,1,4,377,58.74032658,21866,2021-10-22,2022-01-29,1.541059676,1.115476961,4.579307889,2,-94,2023-02-06,18,0.521731322,2.236641629,Positive,Investment Analytics,Fees,Medium,11.43338496,655.4014636,739580,29.794015,2023-01-06,Debit,2021-10-22 00:00:00,0.667425373,2.992957474,5.300459758,0.790527808,83256.01994
1727,19,F,Stevenchester,Medium,"Engineer, chemical",Master,Single,2,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,27,5,TRUE,FALSE,0.701214599,0,2,253,597.4868968,151041,2022-10-03,2021-02-26,4.387118355,4.992591214,3.824780651,4,-38,2021-01-11,11,0.549140256,1.518836484,Negative,,Fees,Medium,58.79623899,673.8133865,508565,12.81103015,2023-05-18,Credit,2022-10-03 00:00:00,0.866468485,3.42959793,5.91535406,0.146214881,77047.14071
1728,52,Other,Port Adrianashire,Medium,Agricultural consultant,PhD,Single,5,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,17,8,TRUE,FALSE,0.689277122,3,4,834,308.7582899,256872,2022-10-16,2022-05-18,2.26978672,3.559149272,4.256233526,4,-8,2023-09-05,10,0.871299166,1.395636264,Positive,Investment Analytics,Customer Service,Medium,49.98414299,423.2196179,272924,21.90597001,2023-11-26,Debit,2022-10-16 00:00:00,0.328241817,5.307577761,15.03283735,0.713732895,98715.1027
1729,47,F,Angelatown,Medium,Adult guidance worker,PhD,Married,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,96,9,TRUE,TRUE,0.544498923,6,8,770,949.0442702,730730,2022-12-09,2022-09-28,3.974226542,4.326313401,3.137662891,7,27,2021-11-23,13,0.813424605,3.551578161,Neutral,International Transfers,Fees,High,71.76044545,79.42659055,345557,29.9305288,2023-03-31,Transfer,2022-12-09 00:00:00,0.710781643,2.054619248,1.592863981,0.19883103,23700.0547
1730,25,Other,New Gina,High,Systems analyst,Bachelor,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,9,FALSE,TRUE,0.315610176,11,2,274,714.948147,195636,2023-03-28,2023-08-09,3.033865457,2.658267415,3.175657907,10,95,2022-12-07,11,0.682023183,2.397298944,Negative,Mobile Deposit,Transaction Delays,Medium,44.95617632,229.6929416,403039,1.14603611,2023-10-02,Credit,2023-03-28 00:00:00,0.178629887,8.185384638,18.05526109,0.324562854,72112.29164
1731,39,F,Carlberg,High,"Presenter, broadcasting",Master,Divorced,6,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,65,9,FALSE,FALSE,0.421711225,16,2,231,784.9280804,181104,2021-09-25,2023-09-22,3.920794611,1.20891613,4.440728749,7,9,2021-07-24,12,0.777171729,4.327616186,Negative,International Transfers,App Issues,Low,69.11800504,25.91633282,330661,13.31404226,2021-11-29,Transfer,2021-09-25 00:00:00,0.620730629,7.14617856,17.83392814,0.048603743,48274.19618
1732,61,F,Marymouth,Medium,"Education officer, environmental",PhD,Married,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,97,2,FALSE,TRUE,0.380620473,2,0,731,565.7382645,413015,2023-01-29,2023-06-13,3.110237986,1.330712779,1.584144086,9,-84,2023-08-23,6,0.501813818,1.49809374,Positive,,App Issues,Medium,82.92353252,718.5612968,318220,0.580080854,2023-04-12,Transfer,2023-01-29 00:00:00,0.970778892,7.760895835,9.49596465,0.323137791,88933.12209
1733,75,M,Simsburgh,High,Magazine journalist,Master,Married,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,7,TRUE,FALSE,0.079069712,16,0,704,967.3059251,680768,2023-11-21,2023-05-15,4.71180267,4.084376814,4.846760453,9,52,2023-03-19,2,0.715589991,4.856010343,Neutral,Budgeting Tools,App Issues,Medium,28.96000885,889.7315176,110142,19.49464002,2023-12-22,Credit,2023-11-21 00:00:00,0.345914433,4.867585558,13.94379042,0.335411095,91273.914
1734,53,Other,Lopezville,High,Ship broker,PhD,Single,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,61,7,FALSE,TRUE,0.898462261,16,6,814,178.9290418,144892,2021-08-06,2021-03-17,3.040496962,1.850100317,3.081203004,5,21,2022-03-12,6,0.583517913,1.239260334,Neutral,,,Low,39.97351438,882.9857299,190185,4.985332676,2022-02-09,Debit,2021-08-06 00:00:00,0.12347765,3.085886712,2.173704863,0.943037767,62166.45373
1735,48,M,Janetmouth,Premium,"Secretary, company",Bachelor,Widowed,5,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,18,4,TRUE,TRUE,0.641854944,9,8,709,395.3996565,280055,2022-10-16,2022-02-18,1.242819936,4.425296029,2.303050857,8,-42,2023-08-26,15,0.98299081,4.127352643,Positive,International Transfers,,Low,30.02077266,249.2585795,634292,28.20859348,2023-03-08,Transfer,2022-10-16 00:00:00,0.419948303,4.262891848,10.85049231,0.261152416,8080.079794
1736,64,M,West Robertfort,High,Marine scientist,PhD,Married,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,1,5,TRUE,FALSE,0.857188999,14,1,777,505.0479454,392385,2022-05-11,2021-11-23,2.808921838,2.009522211,2.258779102,8,-64,2023-02-10,0,0.658464761,4.111604036,Negative,Budgeting Tools,,High,22.32042582,214.9325168,690191,26.24763822,2023-03-30,Transfer,2022-05-11 00:00:00,0.428112958,1.200879613,19.4214896,0.935278575,6695.062934
1737,72,Other,West Shannon,High,Product manager,Master,Single,3,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,69,6,TRUE,TRUE,0.776060466,8,1,654,557.8624554,364278,2023-08-14,2022-07-13,4.869841387,2.036744836,1.168101875,2,-27,2023-08-08,14,0.898522879,3.452709555,Neutral,Mobile Deposit,Customer Service,High,58.2941612,468.6604462,308263,19.60715308,2023-11-10,Debit,2023-08-14 00:00:00,0.608983948,6.375888316,18.703533,0.161246832,78234.89095
1738,79,M,Javierport,Medium,Physiological scientist,Master,Divorced,6,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,54,7,TRUE,TRUE,0.068295286,16,0,580,778.6046656,451240,2021-09-08,2021-10-07,4.158397681,1.391449553,2.153752484,1,81,2022-05-13,11,0.563591112,4.970256519,Positive,Mobile Deposit,Transaction Delays,Medium,98.55824133,212.8565307,497417,4.834221419,2022-04-21,Debit,2021-09-08 00:00:00,0.206977335,8.014011774,4.33059575,0.393666513,30709.86611
1739,47,Other,North Neil,High,"Pilot, airline",PhD,Widowed,1,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,78,2,FALSE,FALSE,0.216307044,3,4,705,731.2233974,515355,2022-07-02,2021-03-01,3.526178719,1.561813936,2.711514772,7,7,2021-07-16,10,0.590047963,1.018036817,Negative,Budgeting Tools,Transaction Delays,Low,3.808004727,135.6527137,300019,10.34526985,2023-03-13,Transfer,2022-07-02 00:00:00,0.929797622,5.286451129,13.69961611,0.590407844,71637.81588
1740,72,M,Port Jamesland,Medium,"Therapist, occupational",High School,Married,2,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,56,2,FALSE,TRUE,0.950734638,8,9,296,64.19556113,18944,2023-07-10,2022-06-14,1.605206379,1.508715041,3.802212013,10,10,2023-03-05,0,0.849028709,2.860697214,Negative,International Transfers,Fees,Medium,26.40991933,181.514741,771981,29.40236766,2023-11-12,Credit,2023-07-10 00:00:00,0.477361744,4.262357252,6.651575698,0.359084702,67693.50138
1741,33,Other,Hunterfort,Premium,Forensic scientist,Bachelor,Widowed,2,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,10,2,FALSE,FALSE,0.461930541,5,6,662,726.5002243,480612,2022-05-23,2022-07-23,1.732630927,1.168702011,2.116263597,6,-89,2021-09-21,2,0.886487496,1.423119058,Negative,Investment Analytics,App Issues,High,98.9559306,427.9721214,211639,9.471671594,2023-06-01,Credit,2022-05-23 00:00:00,0.765988271,8.367149213,8.369736908,0.170045536,23748.96432
1742,29,Other,East Matthew,Medium,Research scientist (maths),Bachelor,Married,3,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,15,5,TRUE,FALSE,0.811940296,14,0,15,269.7197467,4035,2021-10-16,2021-12-27,3.889405281,1.947225921,3.630651997,5,44,2022-10-14,10,0.949372873,3.059398724,Negative,Budgeting Tools,App Issues,Low,31.17027129,460.3118461,506141,29.80187202,2023-09-04,Debit,2021-10-16 00:00:00,0.124255883,0.675107686,15.45953476,0.024354463,32729.21769
1743,34,Other,Oconnorhaven,Low,Air traffic controller,PhD,Widowed,5,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,84,6,FALSE,FALSE,0.575476734,11,7,921,421.928102,387741,2021-07-18,2021-03-28,3.922643425,1.089943381,3.402771305,4,-92,2021-10-01,5,0.847203299,1.782497557,Positive,Mobile Deposit,Transaction Delays,Low,1.070292151,666.5550668,60615,24.69640583,2022-08-23,Credit,2021-07-18 00:00:00,0.327184447,1.715073552,18.38221441,0.614455841,9086.062224
1744,33,F,Kimberlyberg,Low,"Engineer, energy",PhD,Widowed,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,6,FALSE,TRUE,0.823561883,7,0,832,455.68287,378560,2021-04-14,2023-09-23,2.493403149,3.814056991,2.786569671,10,-69,2023-03-30,12,0.853792385,2.78567228,Neutral,Budgeting Tools,Fees,Medium,99.03235699,965.2901997,551643,15.95176245,2022-03-01,Debit,2021-04-14 00:00:00,0.23517318,4.760187303,5.128893323,0.732364607,95501.26591
1745,29,M,Port Tonihaven,High,Community arts worker,High School,Divorced,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,3,FALSE,FALSE,0.734608213,8,0,179,696.6346109,124584,2022-08-18,2021-02-10,4.978068923,3.465050757,1.038866257,5,-19,2022-11-01,17,0.616296981,1.152091903,Negative,Budgeting Tools,App Issues,Medium,76.36346709,912.2062277,821698,25.52869038,2023-12-07,Debit,2022-08-18 00:00:00,0.391774085,4.116525611,16.96222944,0.128497265,7893.6487
1746,25,F,East Jenny,Premium,"Surveyor, mining",Bachelor,Widowed,3,Marketing,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,21,4,TRUE,FALSE,0.279731445,8,3,672,684.4938313,459648,2023-02-26,2021-04-24,3.765846241,1.688743939,3.354622953,2,84,2022-08-03,13,0.972959067,2.813080841,Neutral,Investment Analytics,App Issues,Low,16.89296702,363.5234622,131680,29.21347528,2023-09-11,Transfer,2023-02-26 00:00:00,0.029716532,8.925416374,18.70535751,0.157668186,75193.82729
1747,20,M,Hugheshaven,Low,"Accountant, chartered public finance",High School,Divorced,2,Branch,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,2,7,FALSE,FALSE,0.991214537,17,1,223,384.6987481,85632,2023-05-07,2021-06-21,4.577968811,4.448645745,1.440751811,5,35,2023-05-20,13,0.85638027,3.667119716,Neutral,Mobile Deposit,,High,14.04832722,185.4415047,896730,8.678283149,2023-10-11,Transfer,2023-05-07 00:00:00,0.167032038,1.50965608,14.21134983,0.722405211,72043.24805
1748,33,M,North Larryton,High,"Lecturer, further education",Bachelor,Single,4,Referral,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,2,7,TRUE,FALSE,0.49052096,1,8,426,815.1024735,347190,2022-05-24,2022-10-05,1.185259431,2.142682569,1.051831565,7,6,2023-03-18,4,0.588720314,4.515967909,Neutral,Budgeting Tools,App Issues,High,54.48796314,963.6733031,630105,3.503426529,2023-09-16,Debit,2022-05-24 00:00:00,0.457808101,6.995909421,7.464572226,0.129913487,77199.48516
1749,47,M,West Steventon,High,"Engineer, civil (contracting)",PhD,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,6,TRUE,FALSE,0.584994153,19,9,215,130.2695218,27950,2021-11-24,2022-09-03,3.494305445,3.142710065,1.398341158,1,60,2023-12-30,11,0.824481439,4.709511831,Positive,Budgeting Tools,Customer Service,Low,2.142114184,662.1364021,273810,2.479498319,2023-01-18,Debit,2021-11-24 00:00:00,0.147609197,6.372038836,14.39882816,0.55257395,67703.68159
1750,40,F,New Katieport,High,"Engineer, control and instrumentation",Bachelor,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,42,1,FALSE,TRUE,0.540435033,9,1,657,240.3924135,157680,2022-11-02,2021-05-11,3.998130356,4.244088889,1.769519383,2,39,2021-05-27,2,0.904804148,2.413444296,Positive,International Transfers,App Issues,Medium,75.41454279,595.9538961,351552,18.29720588,2023-03-15,Credit,2022-11-02 00:00:00,0.868630981,1.482487341,13.77275844,0.457854533,47061.42539
1751,22,M,New Katherineborough,Medium,Training and development officer,Bachelor,Married,5,Branch,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,69,6,TRUE,FALSE,0.885182042,3,6,382,430.4488308,164260,2022-10-03,2023-04-14,4.18938789,2.476683493,2.942290363,3,61,2022-12-12,10,0.731649015,4.230830059,Negative,Mobile Deposit,,Low,34.19471876,531.7371151,343588,9.761003476,2023-06-30,Transfer,2022-10-03 00:00:00,0.406467228,7.333868059,13.26323328,0.337145224,33175.70351
1752,82,F,Jamesport,High,Operational researcher,Bachelor,Divorced,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,1,TRUE,FALSE,0.279889942,5,1,674,226.6651271,152324,2022-01-24,2023-01-15,3.689611865,2.004166169,4.013282298,9,94,2023-09-28,0,0.668797227,4.516934767,Positive,International Transfers,,Medium,97.42924562,347.4060265,483677,11.5339076,2023-04-20,Debit,2022-01-24 00:00:00,0.787406229,7.400194692,19.81748399,0.183130356,67521.06648
1753,47,Other,Amandamouth,Low,"Designer, graphic",High School,Married,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,5,TRUE,TRUE,0.061712432,11,0,965,928.3084691,895520,2021-11-23,2021-07-04,3.42370283,4.442685195,4.775697727,8,79,2021-02-25,15,0.929847763,4.878264245,Neutral,International Transfers,Customer Service,High,2.921515668,598.0570747,620535,4.665614172,2023-04-30,Credit,2021-11-23 00:00:00,0.455312211,5.413954274,8.558499502,0.480706148,24498.34306
1754,38,M,West Edwardview,High,Printmaker,High School,Divorced,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,93,6,TRUE,TRUE,0.428092803,12,8,47,928.5207353,43616,2023-10-18,2023-03-24,3.984498395,1.296229897,2.140920858,1,28,2022-03-31,6,0.927391537,2.758283806,Positive,Budgeting Tools,Customer Service,Low,87.39434893,433.3108343,54816,2.569765634,2023-11-24,Credit,2023-10-18 00:00:00,0.039053879,1.271522022,2.527809081,0.444429611,95680.74167
1755,39,M,North Susanside,Medium,Forest/woodland manager,Bachelor,Married,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,55,7,FALSE,FALSE,0.91831882,16,3,682,178.9005434,121396,2023-11-21,2021-10-15,1.154121105,3.60174978,3.237173897,9,56,2021-12-31,2,0.892633841,4.278252841,Neutral,,Customer Service,Medium,36.68900354,525.1296048,712205,9.588661224,2023-12-28,Transfer,2023-11-21 00:00:00,0.348122715,3.910714429,4.040044429,0.924968144,58707.81654
1756,49,Other,East Amyside,Medium,Press sub,Master,Single,4,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,8,FALSE,FALSE,0.439312411,19,6,350,419.1057691,146650,2023-08-15,2022-04-29,4.005346402,4.354648898,4.981982427,10,32,2022-04-27,2,0.602452474,2.04150486,Negative,International Transfers,,Low,67.08303881,523.4088014,942718,5.240905418,2023-12-02,Credit,2023-08-15 00:00:00,0.477407973,5.240184681,15.74987937,0.42614812,47500.11292
1757,50,Other,Josephport,High,"Nurse, mental health",High School,Married,1,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,19,9,TRUE,TRUE,0.277561472,19,0,562,992.0813691,557504,2023-10-19,2021-08-18,2.31840537,3.840731924,3.349820571,10,-63,2023-01-26,16,0.779987456,4.0694866,Negative,Investment Analytics,Transaction Delays,Medium,99.91609104,30.13714448,521746,2.008979624,2023-11-08,Transfer,2023-10-19 00:00:00,0.339887188,5.634225182,9.528562609,0.972016306,70886.4468
1758,33,M,East Charles,Medium,Press sub,PhD,Single,2,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,64,6,FALSE,FALSE,0.618495956,5,7,504,29.22410157,14616,2022-09-24,2023-10-22,4.044122413,2.496982634,3.358854496,7,-80,2023-01-12,17,0.720043805,4.198376176,Negative,Investment Analytics,,High,77.6352339,345.0863141,972006,1.172343205,2022-12-17,Credit,2022-09-24 00:00:00,0.59234749,5.878191645,2.182914176,0.200466263,31814.65826
1759,55,Other,Amberton,Low,Database administrator,PhD,Single,4,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,34,7,TRUE,TRUE,0.737547731,14,5,109,52.86044193,5668,2023-10-16,2021-09-05,4.108316493,4.803254799,1.651267144,9,-42,2022-11-28,14,0.84879337,4.414759419,Positive,,Customer Service,High,63.1035268,166.1919088,804995,1.773843977,2023-11-20,Transfer,2023-10-16 00:00:00,0.551323748,7.006167468,0.597132667,0.802829431,80112.08471
1760,31,F,North Thomas,High,Careers information officer,Bachelor,Single,7,Branch,Regular,FALSE,FALSE,FALSE,TRUE,FALSE,1,42,4,TRUE,TRUE,0.462756705,7,1,181,844.4991238,152764,2021-02-17,2023-12-05,2.106337805,1.543392891,2.25332235,5,19,2023-10-24,5,0.94757407,4.252573924,Neutral,Mobile Deposit,Transaction Delays,Low,34.57546261,879.3475193,952116,21.60820445,2022-09-29,Transfer,2021-02-17 00:00:00,0.946537787,9.336962599,8.543367642,0.137876679,85249.63157
1761,53,F,North Patrickland,Medium,Manufacturing engineer,PhD,Widowed,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,7,TRUE,FALSE,0.380027686,3,8,990,388.3544981,384120,2021-07-04,2023-12-12,3.860710585,3.846119617,1.76113693,5,-7,2021-01-04,2,0.623435728,4.144814989,Neutral,International Transfers,App Issues,Medium,52.12292096,575.0295193,545834,18.32305542,2023-06-29,Debit,2021-07-04 00:00:00,0.369808226,1.811434327,15.09764488,0.160091262,51003.44505
1762,40,M,Myersshire,Medium,Textile designer,High School,Married,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,20,1,FALSE,TRUE,0.364504427,3,0,14,733.4387184,10262,2023-03-17,2022-05-31,2.315723565,3.872323433,4.70485344,1,-81,2023-03-27,15,0.65501946,3.731488978,Positive,Investment Analytics,Transaction Delays,Low,53.92453856,429.1318821,357401,20.7780256,2023-09-21,Credit,2023-03-17 00:00:00,0.269371259,5.33123542,3.771037425,0.810589506,61894.79641
1763,83,F,Jensenport,Medium,Bonds trader,Master,Widowed,2,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,3,TRUE,FALSE,0.421312589,2,8,985,622.0244066,612670,2023-11-02,2023-10-14,3.899049572,3.449388224,2.856636743,7,-6,2021-06-08,8,0.61824974,1.443921098,Positive,Investment Analytics,Customer Service,High,67.14008462,661.1563762,585379,24.48377845,2023-12-25,Credit,2023-11-02 00:00:00,0.633103958,6.970083181,0.507238375,0.594135547,11017.94093
1764,19,F,Lisaside,Low,"Scientist, water quality",Master,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,44,1,TRUE,TRUE,0.8426715,15,9,579,697.3766959,403563,2023-07-26,2021-07-04,1.759458761,2.942481195,2.431145175,8,-58,2022-04-17,2,0.87835799,2.488184297,Neutral,Budgeting Tools,App Issues,Medium,80.49783481,207.658882,627573,18.65350738,2023-08-25,Transfer,2023-07-26 00:00:00,0.426352713,4.415823368,19.34077418,0.70448218,84503.9092
1765,82,M,Port Kathyshire,Medium,Financial adviser,Master,Married,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,8,FALSE,FALSE,0.482560461,7,1,230,205.4231432,47150,2022-05-09,2022-05-03,1.3106869,4.809245542,3.933049298,1,-39,2021-10-10,19,0.748486323,1.987640024,Positive,Mobile Deposit,App Issues,Low,86.19451698,295.5380715,195936,14.37783726,2022-05-31,Debit,2022-05-09 00:00:00,0.011270512,6.421852338,2.578364263,0.252729245,25052.34011
1766,84,Other,North Lisa,Low,Corporate investment banker,PhD,Single,3,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,2,3,FALSE,TRUE,0.314356043,5,5,532,551.6193018,293132,2022-03-17,2021-09-08,3.352949102,2.865412114,2.387692907,10,64,2023-10-21,16,0.73816041,2.732076445,Positive,Mobile Deposit,Customer Service,High,64.68009054,273.9497698,296926,24.51320963,2023-01-25,Debit,2022-03-17 00:00:00,0.648788406,5.792529288,3.884473317,0.812325305,2768.226306
1767,69,M,Davisport,Premium,Public relations officer,Bachelor,Widowed,5,Online,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,42,7,TRUE,TRUE,0.182314951,19,8,445,649.852989,288805,2022-12-24,2022-10-04,1.772303379,2.33238074,4.47213109,5,-99,2022-01-20,14,0.74775481,4.666396348,Positive,,Transaction Delays,Low,39.87920307,607.1430386,436951,18.78265458,2023-07-20,Transfer,2022-12-24 00:00:00,0.613470475,8.458140139,13.19871672,0.555395086,6654.241156
1768,79,F,Ruizbury,Low,Advertising account executive,PhD,Widowed,3,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,51,2,FALSE,TRUE,0.282616144,12,2,151,556.6427475,83956,2021-04-10,2022-11-06,4.578585318,3.059660356,3.702711595,7,90,2021-04-01,9,0.654022589,3.456104595,Negative,Budgeting Tools,Customer Service,Medium,89.15167934,512.844276,692584,21.00768891,2023-01-10,Credit,2021-04-10 00:00:00,0.150212094,7.476530394,8.1365033,0.685720534,93102.4519
1769,40,M,Port Paula,Medium,Ambulance person,Bachelor,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,5,TRUE,TRUE,0.462729801,15,2,535,945.2450443,505575,2021-04-14,2023-03-10,1.633169492,4.203731999,1.175856328,3,-27,2022-03-09,17,0.614418492,1.33569055,Neutral,International Transfers,Transaction Delays,High,67.31691687,527.0321229,983765,12.98852087,2021-09-02,Credit,2021-04-14 00:00:00,0.342065716,3.68562777,18.50801759,0.153154759,34441.66669
1770,43,M,Robertafurt,Low,Barista,Master,Married,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,3,TRUE,TRUE,0.547813955,17,2,917,26.12384776,23842,2022-07-31,2022-04-29,3.428216566,1.652056938,3.239416047,2,-58,2022-09-11,0,0.901754463,2.194443029,Neutral,Mobile Deposit,Customer Service,High,12.44517562,967.2030085,854424,13.50427331,2023-06-18,Credit,2022-07-31 00:00:00,0.845186668,1.943242811,18.81247311,0.610763602,31134.89527
1771,72,F,Lake Samantha,Low,Geographical information systems officer,High School,Widowed,5,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,76,3,TRUE,TRUE,0.621489302,8,8,940,222.5456763,208680,2023-10-11,2023-05-17,3.788782487,2.482016891,4.289657419,1,-71,2023-06-11,4,0.814831775,4.407413396,Negative,Budgeting Tools,Fees,Low,6.03107626,177.5823201,867990,13.42267938,2023-10-11,Transfer,2023-10-11 00:00:00,0.554072335,0.285253438,13.46967155,0.052835706,66446.71535
1772,23,F,Kristinamouth,High,Operational researcher,PhD,Married,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,8,5,TRUE,TRUE,0.071379417,1,1,389,82.89025736,31898,2023-08-22,2022-03-23,1.010131735,3.262661622,4.763639327,10,66,2021-07-10,0,0.86033212,2.501214256,Negative,Mobile Deposit,Fees,High,13.42887048,227.6519631,1299,8.579512589,2023-12-05,Debit,2023-08-22 00:00:00,0.716068692,7.396679562,8.665180303,0.270705386,59058.92873
1773,52,M,Freemanland,High,Patent examiner,High School,Married,1,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,45,8,TRUE,TRUE,0.613170933,5,3,564,963.8225133,543132,2022-08-09,2021-10-23,4.478053248,4.372193581,2.210982767,3,93,2022-11-27,3,0.649568361,1.028803898,Negative,Mobile Deposit,App Issues,Low,78.65607836,581.364247,165275,18.53976859,2023-06-01,Debit,2022-08-09 00:00:00,0.754458837,7.62913408,3.26264978,0.822130546,68867.73346
1774,39,F,Rodriguezfort,Low,"Physicist, medical",Master,Widowed,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,2,FALSE,TRUE,0.351993176,13,7,201,241.63067,48441,2021-01-17,2021-08-07,3.906810349,2.601332302,2.166961975,8,-98,2023-02-26,10,0.586236966,4.101751809,Negative,Budgeting Tools,Fees,Low,95.82807345,515.0506773,750182,13.20140456,2021-10-09,Credit,2021-01-17 00:00:00,0.727110474,8.629032539,1.79932692,0.187430607,42750.80182
1775,60,F,Singletonport,Low,Chiropodist,Bachelor,Married,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,4,FALSE,TRUE,0.256969786,16,7,935,742.9169792,693770,2021-08-09,2021-12-25,4.0780757,3.201938761,3.182542087,3,-2,2022-01-04,12,0.635444097,1.562690195,Negative,International Transfers,Customer Service,Low,71.83132577,458.533613,634610,1.420536554,2023-03-13,Debit,2021-08-09 00:00:00,0.595631903,2.816128752,13.73145761,0.122663128,78684.79292
1776,32,F,Cassandraberg,Low,Insurance risk surveyor,High School,Single,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,4,TRUE,TRUE,0.331059822,14,4,534,154.2026011,82236,2023-06-02,2022-03-15,1.225247037,1.489939679,1.066356687,3,28,2023-05-22,9,0.946396901,1.487831511,Negative,Investment Analytics,Fees,High,8.002086086,450.360267,108911,20.9910855,2023-09-17,Credit,2023-06-02 00:00:00,0.692030691,4.13967983,0.315066386,0.915929143,87887.40705
1777,77,F,South Lisaville,High,Lawyer,PhD,Widowed,4,Online,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,27,5,TRUE,TRUE,0.784465529,19,1,211,61.66213422,12871,2021-10-02,2022-07-17,2.408374922,1.376451696,2.180281917,4,28,2021-11-05,11,0.668414589,3.467342208,Positive,Investment Analytics,,Low,67.4067386,626.2220368,388869,15.09499608,2022-09-01,Credit,2021-10-02 00:00:00,0.898525383,4.073871643,12.40586946,0.947311427,14842.19708
1778,29,F,Angelaland,Medium,Theme park manager,High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,74,6,FALSE,FALSE,0.803288058,4,5,581,199.0754894,115619,2022-06-26,2023-06-20,3.569204339,1.853628704,4.06575281,3,-72,2022-08-07,19,0.531985575,3.275846756,Negative,,,Medium,14.19931393,790.6371965,563174,5.683922761,2023-07-23,Debit,2022-06-26 00:00:00,0.406440533,5.343225691,10.85177931,0.009948297,11876.71276
1779,66,F,Amandafurt,Low,Agricultural consultant,High School,Widowed,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,93,9,TRUE,FALSE,0.10375793,1,7,708,283.4365503,200364,2023-01-20,2023-04-17,1.915678717,3.742554354,4.452653793,3,-92,2022-09-30,17,0.744933623,2.44405843,Neutral,,,Low,45.99477304,385.9029073,276572,1.711626958,2023-10-20,Debit,2023-01-20 00:00:00,0.671386131,7.060820376,7.367799035,0.83882267,95599.28841
1780,59,Other,Allenbury,Medium,Broadcast journalist,PhD,Divorced,4,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,10,5,TRUE,TRUE,0.494673808,11,1,661,463.6933693,306043,2023-04-06,2022-06-05,4.327876442,1.848486872,2.571347919,3,16,2023-03-04,8,0.664542474,1.830643791,Neutral,Mobile Deposit,Customer Service,High,18.63883874,509.0196489,296107,5.747907556,2023-09-23,Debit,2023-04-06 00:00:00,0.92427515,5.814769042,1.354933624,0.907803195,10310.71381
1781,55,M,South Patrick,High,Commercial horticulturist,Bachelor,Divorced,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,8,TRUE,TRUE,0.529498403,4,3,466,32.00334977,14912,2023-01-20,2021-04-25,2.633145684,4.509334363,4.664997698,2,39,2023-09-12,9,0.739689467,1.414190656,Neutral,,Customer Service,High,65.05606455,735.2231304,437134,15.31819772,2023-03-17,Transfer,2023-01-20 00:00:00,0.283367706,0.541907429,19.99755671,0.71539466,47912.1007
1782,62,F,Jaredshire,High,Arts administrator,PhD,Divorced,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,55,5,FALSE,FALSE,0.030214266,0,3,645,621.102587,400545,2021-04-03,2023-10-02,4.204346622,4.594986741,2.131686485,4,-44,2021-03-13,10,0.844672173,1.486404132,Neutral,,,Low,64.86588661,432.2928168,201311,1.952855108,2021-08-27,Credit,2021-04-03 00:00:00,0.31998525,6.915743867,14.48168057,0.583765279,47643.25618
1783,52,M,Muellerchester,Premium,Product manager,Master,Divorced,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,3,TRUE,TRUE,0.71706323,1,8,445,659.6915002,293255,2023-04-01,2023-12-29,4.504568304,2.061860014,1.15491643,3,39,2022-06-19,2,0.977514947,3.94282347,Positive,Investment Analytics,Customer Service,Low,91.36293938,238.4003042,516766,18.47620753,2023-04-28,Transfer,2023-04-01 00:00:00,0.134856536,6.146094715,14.21750861,0.954988098,91165.74349
1784,47,Other,Amybury,Medium,Theatre stage manager,Bachelor,Widowed,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,71,6,TRUE,TRUE,0.366794018,0,9,231,298.017701,68838,2021-04-15,2023-02-07,2.901990575,1.421057709,1.661646821,9,49,2023-05-14,11,0.889499786,4.601147031,Neutral,,Fees,High,21.66637159,177.1791026,933089,8.153830397,2023-09-19,Transfer,2021-04-15 00:00:00,0.448249506,6.015920678,14.71992962,0.750434165,37258.02862
1785,47,F,Lake Elizabeth,Low,"Radiographer, diagnostic",High School,Single,4,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,56,4,TRUE,TRUE,0.417997723,10,0,506,272.2068369,137632,2022-02-03,2021-08-20,1.90874275,2.64517086,4.467624952,4,-18,2022-01-03,14,0.747333612,3.247835157,Positive,Mobile Deposit,Fees,High,93.42650697,78.64691218,840549,28.94749507,2023-04-10,Transfer,2022-02-03 00:00:00,0.100512981,9.283101274,15.35515373,0.759973569,46749.38151
1786,23,M,Wilsonmouth,Medium,"Psychologist, sport and exercise",PhD,Married,6,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,52,5,TRUE,FALSE,0.609928365,1,8,589,198.4902817,116622,2023-01-13,2022-10-11,2.524418126,4.174786054,4.872698457,5,6,2021-12-01,0,0.886663302,3.583170403,Positive,,Fees,Low,78.43831854,703.7111303,530422,23.67892774,2023-03-18,Transfer,2023-01-13 00:00:00,0.574479599,4.059745042,1.285280932,0.224114832,79801.11554
1787,84,F,Angelamouth,High,Company secretary,Master,Married,2,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,8,TRUE,TRUE,0.468940438,10,7,254,223.0473307,56642,2022-08-15,2023-05-18,2.997605415,1.431399875,3.429138596,6,15,2023-03-27,8,0.619733711,4.892685577,Positive,International Transfers,Transaction Delays,Low,11.82693386,281.1622513,645384,3.336497352,2023-09-03,Transfer,2022-08-15 00:00:00,0.774934426,3.51472242,2.425122406,0.825108542,34683.61791
1788,24,F,West Stephanie,Premium,Forensic psychologist,PhD,Widowed,7,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,58,4,FALSE,FALSE,0.747949905,1,0,730,653.8353437,476690,2021-05-31,2023-08-31,2.821173659,1.396961306,3.919371349,10,66,2023-11-26,2,0.913598431,1.062582985,Neutral,Investment Analytics,App Issues,High,34.97776039,539.3016309,290755,21.41035874,2022-09-01,Debit,2021-05-31 00:00:00,0.534604114,1.789714256,11.275445,0.802050304,6358.158081
1789,69,F,New Danielfurt,Medium,Applications developer,Bachelor,Single,3,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,34,7,FALSE,TRUE,0.595858615,6,9,208,609.7128688,126672,2023-03-03,2022-05-20,1.018691009,1.978935257,4.338603242,10,-17,2021-08-06,6,0.775839866,1.623689373,Positive,Mobile Deposit,App Issues,Medium,84.68231927,646.4548503,537210,24.94402642,2023-10-02,Credit,2023-03-03 00:00:00,0.38678008,3.23552608,5.459808487,0.770446078,3487.969133
1790,31,F,Troyton,Medium,Advertising account planner,Master,Married,3,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,51,3,FALSE,FALSE,0.226034909,6,5,636,915.7235872,581940,2023-10-30,2022-07-23,1.337959392,3.770770391,1.763273084,5,77,2023-08-11,3,0.90614493,2.880679435,Neutral,Budgeting Tools,App Issues,Low,13.83771428,722.2288323,338548,26.02407223,2023-12-14,Credit,2023-10-30 00:00:00,0.646134761,6.307668966,17.47495976,0.549531011,73079.9672
1791,32,F,East Lisashire,Medium,Garment/textile technologist,High School,Single,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,4,FALSE,FALSE,0.870487835,6,9,523,829.2170302,433567,2023-07-12,2021-10-24,2.825040435,2.497339288,3.199278458,7,9,2021-06-19,1,0.786563746,1.352015735,Positive,Budgeting Tools,,Low,17.8754806,50.15972506,810375,16.39757801,2023-11-15,Credit,2023-07-12 00:00:00,0.152289715,4.900601941,19.35431041,0.634343264,79871.89985
1792,38,F,Port Dwayneberg,Medium,Textile designer,Bachelor,Widowed,6,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,76,8,FALSE,TRUE,0.215792777,1,1,67,580.2166074,38860,2022-07-27,2023-01-14,2.747493875,3.946838595,4.752629939,5,87,2022-12-11,0,0.66579355,2.047493321,Neutral,International Transfers,Transaction Delays,High,77.98118828,280.74761,601891,25.87446288,2023-01-26,Transfer,2022-07-27 00:00:00,0.783123989,4.999389616,15.4062146,0.732337421,1405.727785
1793,52,F,Schmidtfurt,Medium,Fashion designer,Master,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,8,TRUE,FALSE,0.713532748,15,2,836,175.7105044,146300,2021-09-01,2023-09-01,4.560173091,2.619195125,2.423540846,1,63,2021-07-27,7,0.554519321,2.550889311,Positive,International Transfers,Customer Service,Medium,51.1309273,289.1088254,42802,22.90369298,2023-05-05,Debit,2021-09-01 00:00:00,0.194474545,1.11971708,1.356234666,0.412094527,85905.64465
1794,83,Other,Gonzalezmouth,Medium,Speech and language therapist,Bachelor,Single,5,Referral,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,90,9,FALSE,FALSE,0.79220933,2,4,881,330.3338218,290730,2021-09-21,2023-01-24,2.106776166,1.316149335,4.962172134,8,-11,2023-04-09,13,0.732648893,3.824264303,Positive,,App Issues,Medium,69.32233727,468.9098637,964048,16.98636298,2022-05-15,Credit,2021-09-21 00:00:00,0.155977792,4.405099081,9.467564334,0.848865782,49388.78418
1795,19,Other,Ashleyport,Low,Sub,High School,Married,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,1,4,TRUE,TRUE,0.688282196,1,7,905,481.2439786,435305,2021-07-18,2022-09-24,4.909500752,4.994247563,3.822428001,8,89,2021-01-26,11,0.868551893,1.528457549,Neutral,,Transaction Delays,High,64.83775449,483.5250926,520189,12.6644458,2023-08-14,Transfer,2021-07-18 00:00:00,0.011484769,3.585987349,9.312531114,0.538653983,2945.051423
1796,52,F,Robbinsstad,Medium,Broadcast journalist,Master,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,4,FALSE,FALSE,0.421804501,4,5,350,426.4917937,149100,2023-03-18,2021-02-13,4.890085749,3.724222558,3.688291555,4,-22,2021-11-26,0,0.648247109,3.406789336,Negative,,,High,18.8001367,235.8139932,898216,0.062722966,2023-08-28,Transfer,2023-03-18 00:00:00,0.492018568,7.083534083,10.19251571,0.795636537,55766.63226
1797,37,F,New Alanhaven,High,"Surveyor, quantity",PhD,Married,4,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,97,5,FALSE,TRUE,0.877952972,2,8,51,73.76917214,3723,2023-02-04,2021-03-13,1.753767575,3.525052775,1.117471074,6,-43,2022-10-16,13,0.648088767,1.207284816,Positive,Budgeting Tools,App Issues,Low,96.83258084,184.7741331,726655,18.44226089,2023-02-15,Debit,2023-02-04 00:00:00,0.035215989,1.020072563,13.44775828,0.394169837,10928.03824
1798,27,Other,Abbottport,Low,Geophysicist/field seismologist,PhD,Divorced,5,Branch,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,84,5,TRUE,TRUE,0.327699715,5,0,316,364.651077,115024,2022-11-26,2021-04-22,1.097877954,2.974183344,1.041210228,1,-43,2021-09-21,7,0.884340027,2.788990755,Neutral,Investment Analytics,,Medium,83.16725452,838.6570819,411981,7.347999047,2023-10-06,Debit,2022-11-26 00:00:00,0.912434506,7.656232005,2.444085318,0.669031387,33023.45149
1799,42,Other,West Rachelton,Low,"Teacher, secondary school",High School,Single,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,3,TRUE,FALSE,0.687076265,4,4,813,195.7986038,158535,2023-01-19,2022-05-06,1.79116594,1.332541825,1.632712263,9,67,2023-11-05,7,0.593356929,1.394746483,Positive,International Transfers,Transaction Delays,Medium,26.29134405,503.0635647,886012,6.826875327,2023-09-01,Credit,2023-01-19 00:00:00,0.8698692,4.955477157,13.67517376,0.935556397,17202.59561
1800,83,Other,Lake Annstad,Medium,"Accountant, chartered certified",Master,Single,5,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,62,1,TRUE,FALSE,0.877663061,17,3,444,579.1396997,257076,2021-10-23,2022-06-03,2.677856521,4.940747505,4.732273907,6,-57,2023-02-26,4,0.703450733,2.993028675,Positive,International Transfers,Transaction Delays,Low,66.61024345,156.8777258,532766,4.277194214,2023-06-13,Credit,2021-10-23 00:00:00,0.422571728,6.640621759,15.932437,0.215816071,53628.46482
1801,42,F,Port Juliantown,High,International aid/development worker,High School,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,1,FALSE,FALSE,0.155427927,7,7,570,931.1410616,530670,2022-02-12,2023-02-27,2.46970861,2.863069647,4.169339115,7,23,2023-07-21,11,0.809167545,2.662023935,Negative,Budgeting Tools,Transaction Delays,Medium,1.953086794,472.7852202,61966,20.503255,2022-09-20,Debit,2022-02-12 00:00:00,0.032983653,9.883303979,4.361572293,0.954809696,55972.31254
1802,71,M,South Jacqueline,High,Fisheries officer,High School,Single,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,59,8,TRUE,FALSE,0.652635212,12,4,76,148.4398828,11248,2023-11-09,2022-09-26,2.894353328,1.165386246,3.065473679,1,-2,2021-01-24,4,0.684876305,2.518311903,Positive,,,High,1.911239555,816.0515551,940238,20.36643079,2023-11-25,Credit,2023-11-09 00:00:00,0.847396642,7.989972181,8.989807295,0.25853479,90591.52762
1803,50,M,Garrettfurt,Low,Brewing technologist,Bachelor,Married,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,89,4,FALSE,TRUE,0.900959235,1,8,694,862.5229899,598228,2023-04-03,2023-01-14,3.767335088,2.37304529,2.96578931,4,-38,2023-09-23,8,0.982182202,4.249407228,Neutral,Investment Analytics,Fees,Low,5.12553246,327.360938,880625,12.5181231,2023-08-18,Credit,2023-04-03 00:00:00,0.101445887,4.928250434,0.801715781,0.170885394,13681.35001
1804,53,M,Jamesside,Medium,Investment analyst,PhD,Single,2,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,35,2,FALSE,TRUE,0.103081268,12,1,767,269.499888,206323,2023-10-22,2021-09-07,3.072273512,1.131654216,1.512314024,7,50,2023-04-03,15,0.959756253,3.064997137,Positive,Investment Analytics,,Medium,50.19621916,186.4762752,437662,14.0532205,2023-11-08,Credit,2023-10-22 00:00:00,0.835523545,3.773244572,1.449548358,0.677039507,50066.69165
1805,31,M,Lake Glenn,Medium,Drilling engineer,High School,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,81,6,TRUE,TRUE,0.145753256,16,7,49,692.0466537,33908,2021-03-24,2022-04-30,2.379109445,3.027117683,2.547072887,4,-80,2023-05-16,3,0.974488019,2.087017717,Neutral,Mobile Deposit,Customer Service,Low,61.79432966,764.4718864,453234,22.81438226,2021-06-06,Credit,2021-03-24 00:00:00,0.700813984,8.831227681,9.754387359,0.823695002,58042.08991
1806,82,F,East Angela,High,Archivist,Bachelor,Divorced,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,9,TRUE,FALSE,0.378255621,5,0,909,611.3069361,555399,2021-04-03,2023-06-26,3.702811831,4.016396981,1.599629548,1,43,2021-04-22,5,0.991138049,4.251475771,Negative,Budgeting Tools,App Issues,High,16.09696963,37.15993317,340566,4.60862916,2021-08-15,Debit,2021-04-03 00:00:00,0.934087848,1.505796634,16.36442759,0.379168595,38607.80861
1807,71,M,Maryberg,High,Freight forwarder,High School,Widowed,3,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,42,5,FALSE,FALSE,0.994310767,1,7,149,225.969637,33525,2021-03-21,2023-03-07,2.336763945,4.829011491,2.089684075,3,-3,2022-09-13,3,0.986727152,3.082950692,Neutral,,Transaction Delays,Medium,50.77158548,574.0267686,990131,6.896011547,2022-10-31,Credit,2021-03-21 00:00:00,0.418230927,2.641110727,5.015991191,0.190694643,9718.313892
1808,69,Other,Whitneyberg,High,Tree surgeon,High School,Widowed,3,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,38,3,FALSE,FALSE,0.223935785,19,8,747,375.7217073,280125,2021-10-08,2021-01-17,2.410632136,4.373556781,1.025605619,5,-33,2023-05-21,0,0.658068474,4.902101901,Neutral,,Fees,High,63.01869616,714.5486516,30137,28.27198289,2022-01-28,Credit,2021-10-08 00:00:00,0.829910783,8.697860922,10.90659061,0.684293034,84732.94815
1809,20,Other,North Charles,Medium,Transport planner,High School,Widowed,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,4,4,TRUE,FALSE,0.324720244,11,2,234,551.2823975,128934,2022-11-14,2023-03-16,2.372932167,2.084610265,2.528258772,3,-93,2022-06-14,12,0.763791125,2.98042898,Positive,Investment Analytics,Transaction Delays,Low,66.62913943,466.343263,403660,29.95759722,2023-04-17,Transfer,2022-11-14 00:00:00,0.83750791,2.573502421,1.95890338,0.262526337,47989.60733
1810,58,M,East Jenniferfort,Premium,Retail banker,PhD,Single,4,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,89,2,TRUE,TRUE,0.835096727,15,1,789,912.7723659,719568,2023-08-29,2022-06-08,2.216029017,2.388157224,3.682314986,6,-55,2021-08-26,12,0.891883584,4.300844105,Neutral,Investment Analytics,App Issues,High,84.03771002,35.4900467,441334,15.36992023,2023-10-23,Debit,2023-08-29 00:00:00,0.220289104,1.791481347,15.48863722,0.878503596,33140.53197
1811,23,Other,Proctorberg,Premium,Applications developer,Master,Divorced,7,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,74,7,TRUE,FALSE,0.130743357,3,4,923,192.4497564,177216,2023-11-30,2022-09-09,3.802032826,3.078976512,3.74905965,8,45,2023-07-12,16,0.859810929,1.005477518,Positive,,,High,46.70892314,839.5980392,592349,13.87036576,2023-12-23,Debit,2023-11-30 00:00:00,0.347696587,8.138386013,19.03279818,0.006312176,1384.207847
1812,42,F,East Dawnchester,High,Theme park manager,PhD,Divorced,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,49,4,FALSE,TRUE,0.996206379,15,8,837,350.2788068,292950,2023-07-25,2021-07-04,1.699923543,3.740084651,2.665859573,7,50,2023-10-26,12,0.631149292,2.004961891,Neutral,Investment Analytics,Customer Service,Medium,97.14916783,707.2158626,800305,2.47099638,2023-07-26,Transfer,2023-07-25 00:00:00,0.658786761,4.392512428,6.517102344,0.688579135,90142.88556
1813,30,M,Englishchester,Medium,Human resources officer,Bachelor,Divorced,1,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,15,4,TRUE,TRUE,0.738861664,12,7,81,994.4506583,80514,2021-11-02,2022-04-28,4.097410081,3.945414308,3.917831505,7,-19,2023-02-03,10,0.681659831,1.118106824,Negative,Budgeting Tools,,Medium,94.40209955,47.52354405,866067,20.14867817,2022-05-11,Transfer,2021-11-02 00:00:00,0.199588281,8.843283206,17.50646193,0.05723353,81756.91754
1814,25,M,South William,Medium,"Therapist, sports",Master,Married,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,8,FALSE,FALSE,0.959170355,13,0,311,791.7075143,246001,2023-11-22,2022-09-02,4.690282092,4.398252951,2.697143743,3,-64,2023-08-28,17,0.968975214,3.192377999,Neutral,Budgeting Tools,App Issues,Low,98.50135231,449.2980269,764230,14.05011279,2023-12-01,Debit,2023-11-22 00:00:00,0.823232702,3.087374429,1.469402607,0.574536131,15494.66125
1815,38,F,Cruzbury,Medium,Research scientist (maths),Bachelor,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,5,FALSE,FALSE,0.144397995,8,0,597,390.3736361,232830,2021-10-14,2022-03-07,2.105122566,1.898609363,4.611027531,9,-37,2022-11-18,14,0.966735563,2.892067475,Neutral,International Transfers,Fees,High,95.43781886,330.0733715,1086,16.15208228,2023-12-29,Credit,2021-10-14 00:00:00,0.462858963,5.83196134,5.559004742,0.929485013,23592.54545
1816,42,Other,South Cassandra,Low,Nutritional therapist,High School,Single,5,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,68,3,TRUE,TRUE,0.232437328,11,7,449,150.7715113,67350,2022-11-03,2021-11-25,3.816314217,1.446887775,2.265458966,4,-21,2023-01-18,12,0.862968621,4.033607411,Negative,International Transfers,Customer Service,Medium,62.10377236,945.0128447,328154,27.95970519,2023-02-11,Credit,2022-11-03 00:00:00,0.88001848,3.061395762,10.3320787,0.795593139,38630.12594
1817,62,F,Bradfordbury,Medium,Trading standards officer,Master,Widowed,5,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,70,6,TRUE,FALSE,0.370774836,13,2,16,505.7338227,8080,2022-10-15,2023-06-18,3.415917101,1.710270507,3.410263383,8,-19,2021-08-17,11,0.503256517,1.451204774,Positive,Investment Analytics,Customer Service,High,49.77835695,474.4523929,690459,27.61572122,2023-03-13,Transfer,2022-10-15 00:00:00,0.598579155,8.344708097,8.85293849,0.321500663,54593.04756
1818,77,F,Robertside,High,Seismic interpreter,Bachelor,Married,6,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,8,TRUE,FALSE,0.051011352,10,0,406,587.9362661,238322,2021-11-29,2022-10-12,2.198114449,4.773568932,1.40849275,10,78,2022-01-02,3,0.758099287,4.321601622,Negative,Budgeting Tools,Transaction Delays,Low,43.00444595,130.7355687,119831,27.52669266,2023-04-18,Transfer,2021-11-29 00:00:00,0.466658281,3.227528952,3.883124695,0.461760365,47038.9917
1819,29,Other,Arthurton,High,"Research officer, government",High School,Married,5,Online,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,88,1,FALSE,FALSE,0.060691644,9,9,343,265.7623063,90895,2023-03-16,2023-04-13,1.945463857,1.529459772,3.000542058,3,-66,2023-05-19,0,0.604867451,1.288676605,Positive,,Fees,High,42.65656784,10.78368021,208305,2.952553786,2023-11-07,Debit,2023-03-16 00:00:00,0.853113022,3.112227335,16.18432884,0.526733745,76811.85139
1820,49,F,Bushville,Premium,Environmental manager,Bachelor,Divorced,6,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,9,9,FALSE,FALSE,0.903821421,6,0,148,714.9025526,105672,2022-09-05,2021-03-11,4.775438104,2.275736086,2.514047863,10,-81,2023-12-25,0,0.887399073,4.379000978,Neutral,Budgeting Tools,Transaction Delays,High,51.25467374,548.8570406,208928,11.51277513,2023-06-13,Debit,2022-09-05 00:00:00,0.06479662,5.430370182,3.657002742,0.352653386,95206.56131
1821,30,Other,Nixonland,Low,Bookseller,Bachelor,Widowed,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,50,4,FALSE,TRUE,0.042748263,5,3,384,545.6334378,209280,2022-11-20,2022-07-16,3.788445346,1.783095283,2.028055117,1,22,2023-02-25,11,0.540603482,3.205191493,Neutral,Budgeting Tools,Customer Service,Medium,61.70600612,288.2830556,455169,19.91891193,2023-11-08,Credit,2022-11-20 00:00:00,0.047203809,6.106814156,5.616967742,0.596529862,41389.06084
1822,48,Other,Lake Jessica,Low,"Engineer, civil (contracting)",PhD,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,68,5,FALSE,FALSE,0.749959699,16,5,433,373.3365982,161509,2023-11-05,2021-06-14,3.578636482,1.442905787,2.268635823,3,-81,2021-06-13,0,0.903900296,1.365155308,Positive,,Transaction Delays,Low,33.76042397,317.0743683,148389,4.141607537,2023-12-29,Transfer,2023-11-05 00:00:00,0.325397288,2.286515392,4.421862998,0.537613089,10140.87771
1823,37,F,Stevenland,High,"Psychologist, educational",High School,Married,5,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,3,FALSE,TRUE,0.717642334,12,8,328,296.7558101,97088,2023-11-10,2023-10-04,4.987775172,3.107039387,2.27381393,9,59,2021-11-04,13,0.652984903,1.123881047,Positive,Budgeting Tools,Fees,High,50.02565952,844.5576715,192723,28.20991107,2023-12-24,Debit,2023-11-10 00:00:00,0.345997523,0.137107019,1.733114768,0.337675303,89397.79659
1824,35,Other,East Thomasland,Medium,Therapeutic radiographer,PhD,Divorced,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,95,9,TRUE,TRUE,0.072814608,14,4,814,292.1104766,237688,2023-12-27,2023-08-23,2.41343301,2.517600184,2.936604918,2,-26,2021-01-15,0,0.685777126,4.191352446,Negative,,Customer Service,Medium,32.92799256,283.0754326,502874,17.28092931,2023-12-27,Transfer,2023-12-27 00:00:00,0.407815737,1.926562811,4.360223234,0.826686465,84390.24978
1825,77,F,Chloemouth,Low,Print production planner,Master,Single,5,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,4,6,TRUE,FALSE,0.187635765,3,6,817,791.9287458,646247,2023-10-01,2023-04-26,1.915100305,3.906407615,4.37324299,3,-38,2022-11-22,8,0.847041463,2.268509934,Neutral,Investment Analytics,Transaction Delays,Low,34.66528594,545.6207429,188761,17.89849254,2023-11-06,Debit,2023-10-01 00:00:00,0.310292244,8.277659741,5.21634154,0.284317518,88048.14769
1826,80,Other,South Shawnfort,Premium,Community arts worker,High School,Divorced,3,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,42,1,TRUE,FALSE,0.454817306,2,8,361,503.2089581,181583,2022-09-06,2022-11-13,2.319094928,2.570012162,2.948552273,9,-24,2022-06-13,15,0.614635498,4.78044582,Neutral,Budgeting Tools,Transaction Delays,Medium,45.43772946,494.8320895,875604,3.805273846,2023-12-16,Credit,2022-09-06 00:00:00,0.823784485,8.86686437,4.194877213,0.955639037,44405.08669
1827,23,M,Robertport,High,Patent examiner,PhD,Single,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,82,9,TRUE,FALSE,0.641657186,10,4,614,290.1062746,178060,2023-08-31,2023-05-16,1.680593214,3.222432252,1.833232029,6,-3,2022-02-09,11,0.921112465,4.950014798,Positive,Budgeting Tools,Customer Service,High,36.213235,320.033391,340021,0.52778454,2023-10-14,Debit,2023-08-31 00:00:00,0.968015274,6.735953793,0.084157143,0.988735584,33702.14208
1828,49,Other,Garyport,Medium,Museum/gallery exhibitions officer,PhD,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,11,5,TRUE,FALSE,0.895826848,19,6,501,790.572219,395790,2021-02-04,2021-07-25,4.69990946,4.28257339,1.276508011,10,-88,2023-11-21,15,0.965040974,4.208507898,Negative,,Fees,High,70.00798505,591.5208953,382769,19.29804915,2023-11-10,Transfer,2021-02-04 00:00:00,0.70138869,2.645916586,14.31263698,0.270066249,94856.86631
1829,60,Other,Bryanfort,High,Toxicologist,Master,Single,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,30,3,FALSE,FALSE,0.526831896,19,8,222,31.59212821,6882,2023-01-25,2021-11-25,3.787568115,3.109991915,2.398268807,7,-30,2023-07-21,8,0.994086798,4.049243987,Positive,Budgeting Tools,App Issues,High,47.34011505,649.3507368,972746,6.432488814,2023-11-11,Transfer,2023-01-25 00:00:00,0.731967475,1.88492563,10.38135792,0.583766809,70461.14665
1830,19,F,New Brett,High,"Surveyor, commercial/residential",Bachelor,Widowed,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,4,TRUE,TRUE,0.936366774,1,5,578,995.3978204,575110,2022-11-10,2022-06-19,3.41980027,2.749483705,1.62912482,10,-4,2023-06-10,2,0.846396185,3.864187851,Positive,International Transfers,App Issues,Medium,69.78250118,275.4255223,901164,24.57663132,2023-07-05,Credit,2022-11-10 00:00:00,0.813524175,1.847664655,10.60760765,0.19917598,36579.10466
1831,77,Other,Lisatown,High,"Horticulturist, commercial",Bachelor,Single,5,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,21,5,FALSE,FALSE,0.190255489,10,8,574,889.807302,510286,2021-08-13,2023-11-03,4.226250425,1.528604484,4.343030216,6,-15,2021-04-10,10,0.780453494,1.795244471,Neutral,,Customer Service,High,74.7035033,239.4238285,478905,1.494667264,2021-12-31,Credit,2021-08-13 00:00:00,0.349877423,9.051879105,10.34062074,0.361727657,11666.92997
1832,40,M,Toddberg,High,"Civil engineer, consulting",Bachelor,Single,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,1,FALSE,TRUE,0.622780019,3,5,376,745.5327605,280120,2023-05-04,2021-05-16,3.063376755,3.237530362,4.979916042,5,54,2023-08-10,5,0.945608431,1.615173373,Positive,International Transfers,App Issues,High,13.45600705,310.0150231,99183,5.155055972,2023-08-07,Credit,2023-05-04 00:00:00,0.502857155,5.168779174,11.64089021,0.015543381,26996.99543
1833,48,M,Port Kristenview,Low,Paediatric nurse,Master,Single,1,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,51,3,FALSE,FALSE,0.844640435,16,5,121,273.7339478,33033,2022-09-23,2022-12-22,1.76306476,1.396413705,4.394278869,1,-6,2022-07-31,19,0.641745971,2.617572127,Neutral,Budgeting Tools,Transaction Delays,Medium,48.89573992,300.7664641,175790,23.39932649,2022-11-21,Transfer,2022-09-23 00:00:00,0.998688986,5.340436629,6.719652371,0.994732136,7611.796297
1834,22,Other,New Juan,High,Museum/gallery exhibitions officer,PhD,Divorced,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,46,7,FALSE,TRUE,0.233324653,16,2,703,890.9794423,625670,2021-02-24,2023-05-12,1.617009295,1.419562644,2.538750815,1,67,2021-03-23,6,0.766407227,4.780813816,Positive,,,Medium,42.21486049,246.9781183,826475,0.433141551,2022-10-13,Credit,2021-02-24 00:00:00,0.541681466,4.753055593,13.08079742,0.45324863,78944.38854
1835,51,Other,Alexisville,Low,Child psychotherapist,High School,Married,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,9,FALSE,TRUE,0.788545339,16,4,160,818.3459783,130880,2023-08-30,2022-11-01,3.090511511,2.804729142,1.324199665,7,97,2021-09-06,0,0.60857612,1.132660381,Positive,Mobile Deposit,App Issues,High,18.09421627,973.0794016,47043,7.243235413,2023-11-27,Debit,2023-08-30 00:00:00,0.718540492,6.850468397,17.71035152,0.250430417,10797.88525
1836,27,M,New Joanne,Low,Database administrator,Master,Single,1,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,48,6,TRUE,TRUE,0.400289227,12,6,467,803.3650433,375001,2022-06-28,2023-07-18,4.221857935,3.077599389,3.837625744,7,-42,2023-09-30,18,0.662929765,4.282214533,Positive,Mobile Deposit,,Medium,27.74679686,361.2755653,343880,21.75397098,2022-08-20,Transfer,2022-06-28 00:00:00,0.968466509,5.429057642,3.075025239,0.633277675,4210.601115
1837,19,F,Woodburgh,Premium,"Engineer, technical sales",Bachelor,Single,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,55,4,FALSE,TRUE,0.999624174,12,1,269,183.5915403,49227,2022-04-12,2021-02-26,1.886624536,3.986113043,3.672375146,9,56,2023-08-01,5,0.851166927,2.647202321,Positive,Investment Analytics,Transaction Delays,Medium,45.55495741,15.7338721,395898,20.87083243,2023-07-25,Credit,2022-04-12 00:00:00,0.010102684,6.39812793,16.17120153,0.880276846,12686.93093
1838,28,M,Kimberlybury,Medium,Radio producer,Bachelor,Widowed,2,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,89,4,TRUE,TRUE,0.091551453,18,5,170,619.3173026,105230,2021-04-16,2021-04-17,3.819654928,2.826107883,1.268907426,9,57,2023-01-22,2,0.548696595,1.129496253,Neutral,Budgeting Tools,,Medium,21.74872181,687.0088122,140361,6.120480817,2021-05-10,Credit,2021-04-16 00:00:00,0.762834337,9.280092476,19.13084176,0.766282944,90834.19655
1839,67,M,Whitehaven,High,Historic buildings inspector/conservation officer,High School,Single,7,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,30,9,TRUE,FALSE,0.553272309,2,1,984,900.9971996,885600,2023-09-11,2022-01-12,1.999210801,3.485660585,4.155118736,3,-66,2021-04-13,12,0.742948622,1.71330226,Negative,Mobile Deposit,Customer Service,Low,22.72894292,243.1649255,102741,23.75485387,2023-10-07,Debit,2023-09-11 00:00:00,0.789067171,7.525203676,5.633882338,0.24563881,12223.40901
1840,48,Other,West Traceyberg,High,Artist,Master,Widowed,3,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,58,1,TRUE,FALSE,0.783034991,9,8,778,509.4132098,396002,2021-12-16,2023-06-28,2.731294728,4.679257623,4.298133982,5,-5,2023-01-27,9,0.920705494,4.924949125,Negative,International Transfers,App Issues,Medium,93.84119393,408.6382782,787021,12.58660743,2022-08-08,Transfer,2021-12-16 00:00:00,0.558202941,2.423628276,7.816053601,0.196665647,34193.95283
1841,73,Other,Port Tyler,Premium,Radio producer,Bachelor,Single,4,Referral,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,69,6,TRUE,FALSE,0.676196642,15,9,175,556.0589718,97300,2023-12-10,2021-10-06,1.244607139,4.76006157,3.871139156,1,82,2022-06-01,16,0.747945089,4.260695369,Positive,Mobile Deposit,,Low,10.16799387,714.0967996,121977,20.9997755,2023-12-30,Credit,2023-12-10 00:00:00,0.735016465,2.897799449,4.44922908,0.826676632,37229.47692
1842,26,M,Townsendbury,High,Quantity surveyor,Master,Divorced,4,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,4,FALSE,FALSE,0.505584929,19,2,197,413.6913004,81361,2023-02-18,2021-01-07,3.012972887,2.055644585,3.910696873,7,-32,2023-05-22,19,0.620470674,4.312445276,Positive,Mobile Deposit,App Issues,Low,34.89017977,486.2106907,55037,13.93249599,2023-12-27,Credit,2023-02-18 00:00:00,0.855714198,8.026121154,19.25768754,0.607599035,4751.896543
1843,38,F,Barberburgh,Medium,"Teacher, English as a foreign language",PhD,Married,6,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,42,3,TRUE,TRUE,0.513108979,0,6,219,673.2623001,147387,2021-10-30,2023-04-01,1.677128468,2.824545396,3.759094782,7,-98,2022-11-23,4,0.677731038,3.195983268,Neutral,Mobile Deposit,Fees,Low,15.94198258,716.3144487,543786,0.28671464,2023-04-25,Transfer,2021-10-30 00:00:00,0.10536939,5.14179947,4.13147754,0.640340049,58275.55584
1844,45,M,New Jessica,Medium,Geographical information systems officer,Master,Married,7,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,1,TRUE,TRUE,0.405429557,19,6,444,861.742691,382284,2022-05-12,2022-02-14,4.377159841,3.124547996,2.744607398,9,69,2022-08-30,8,0.789507719,1.157766862,Neutral,International Transfers,App Issues,High,21.88076455,937.2158307,212627,0.149262648,2022-09-26,Debit,2022-05-12 00:00:00,0.034607358,1.31936483,11.16508324,0.769690298,97353.61782
1845,79,M,Brianview,Low,Fish farm manager,PhD,Married,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,5,TRUE,FALSE,0.342300425,4,4,445,515.341178,229175,2021-03-06,2022-09-18,4.829515519,2.787897386,3.465227881,9,-62,2021-02-18,1,0.811287534,4.272172662,Neutral,Budgeting Tools,Transaction Delays,Low,84.33042068,53.73454654,580288,29.6731758,2021-09-13,Debit,2021-03-06 00:00:00,0.32007903,0.64104591,17.23162239,0.761366477,55252.23672
1846,24,F,North Garyfurt,Medium,"Exhibitions officer, museum/gallery",High School,Divorced,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,73,4,FALSE,FALSE,0.593666545,0,9,570,969.2870893,552330,2021-08-14,2022-10-05,1.335470736,4.853537022,3.467185836,1,-57,2022-07-02,1,0.504065524,2.89395602,Neutral,Budgeting Tools,Customer Service,Low,32.34698892,96.7845721,802695,6.08936455,2022-06-09,Debit,2021-08-14 00:00:00,0.696564224,1.663857603,3.528297904,0.929679078,9994.080536
1847,33,M,Turnerside,Medium,Ecologist,PhD,Widowed,5,Online,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,4,4,FALSE,FALSE,0.748367457,15,1,756,409.5339768,309204,2022-01-26,2021-06-18,3.13521372,2.161320964,3.151015524,5,14,2022-01-02,16,0.5895272,3.8591155,Negative,International Transfers,Customer Service,High,8.913586632,381.8634472,425283,25.72358902,2023-05-04,Credit,2022-01-26 00:00:00,0.224258562,4.442832239,17.01092644,0.045438872,833.5085166
1848,21,M,South Frances,Medium,IT trainer,PhD,Married,6,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,3,8,TRUE,FALSE,0.279270538,10,4,250,130.1816317,32500,2021-02-08,2021-08-15,3.816492036,3.076975888,3.415636148,4,93,2022-08-24,17,0.845870511,3.983047755,Positive,,,High,45.19662107,144.3797679,716150,6.847307012,2021-11-29,Credit,2021-02-08 00:00:00,0.902038287,0.430868669,3.523615782,0.808589474,39941.36669
1849,21,Other,Wellsberg,High,Press sub,High School,Divorced,4,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,14,2,TRUE,TRUE,0.946618892,3,1,537,24.42298845,12888,2023-06-23,2021-11-20,1.26134942,1.502891429,2.597781472,4,82,2023-01-01,1,0.541578254,1.161227163,Positive,International Transfers,App Issues,Low,21.63723043,592.0434851,512861,13.5604868,2023-08-24,Credit,2023-06-23 00:00:00,0.278852307,0.929852357,9.705661651,0.29167451,47499.45525
1850,57,F,Smithmouth,Premium,"Education officer, museum",Bachelor,Divorced,4,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,1,4,FALSE,FALSE,0.364818399,4,2,583,583.2428505,339889,2022-10-05,2022-05-27,3.214686646,3.519425621,3.71317649,6,-70,2023-05-05,8,0.925493213,1.901082286,Positive,Mobile Deposit,Customer Service,High,66.95090801,969.2862809,883683,29.52666813,2023-01-11,Debit,2022-10-05 00:00:00,0.717379239,7.334164678,0.528198982,0.661571654,61092.02569
1851,34,Other,Gregoryhaven,High,"Engineer, materials",High School,Single,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,1,TRUE,TRUE,0.43397471,15,7,380,815.2728448,309700,2023-05-08,2023-11-24,4.746789598,2.312678078,1.90801289,6,60,2021-02-05,7,0.652715904,4.331657211,Positive,International Transfers,Fees,Low,23.1483012,716.8404439,358767,4.023631653,2023-08-29,Transfer,2023-05-08 00:00:00,0.690374493,9.270179293,11.46275863,0.848219363,69895.94411
1852,69,Other,North Samanthastad,High,"Scientist, biomedical",Master,Widowed,3,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,55,2,FALSE,FALSE,0.411140032,11,5,830,849.9710036,704670,2021-11-07,2021-09-24,3.106095401,4.222214853,4.413151468,9,41,2023-07-04,9,0.893864829,2.965487336,Negative,International Transfers,App Issues,High,99.41188076,720.3802041,415583,16.61028703,2023-08-29,Debit,2021-11-07 00:00:00,0.570077484,0.533485164,10.26707883,0.383814391,45832.95645
1853,69,F,Bishopview,Medium,"Therapist, art",High School,Divorced,1,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,7,3,FALSE,FALSE,0.111339775,11,9,573,964.0914568,552372,2023-04-26,2023-04-21,3.484012726,1.521493745,4.403727261,3,-3,2022-10-27,5,0.920828731,1.12714639,Negative,Mobile Deposit,App Issues,Medium,13.03832688,277.7720337,621452,10.84378889,2023-10-30,Credit,2023-04-26 00:00:00,0.754036014,2.016457775,14.27107399,0.499423069,42421.81865
1854,53,F,Josephville,Low,"Therapist, nutritional",Master,Widowed,2,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,15,1,FALSE,TRUE,0.115911074,3,9,685,531.0401813,363735,2022-02-22,2022-10-17,2.310300538,4.519153926,2.99144851,9,76,2022-09-02,7,0.96918601,4.836820106,Positive,Budgeting Tools,App Issues,High,64.84340635,591.3045808,709065,17.1068616,2022-07-31,Debit,2022-02-22 00:00:00,0.978943263,1.166620206,16.34176617,0.601714883,25145.64221
1855,55,M,Destinyfurt,Medium,Horticultural consultant,Bachelor,Married,4,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,2,FALSE,TRUE,0.795270944,16,9,27,218.0947237,5886,2023-04-21,2023-07-14,3.460599577,2.720360261,2.986371006,10,-72,2021-03-14,2,0.854395597,3.472256759,Positive,Budgeting Tools,Fees,High,38.31487633,630.060499,833085,15.73550957,2023-10-15,Transfer,2023-04-21 00:00:00,0.002924542,5.730571693,19.4766134,0.57750335,33915.61135
1856,67,Other,Mejiabury,High,Television floor manager,Master,Married,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,7,TRUE,FALSE,0.381323323,8,3,820,681.4774634,558420,2023-10-25,2023-09-07,4.55201946,2.629273947,2.596190743,3,-93,2021-08-17,9,0.930890214,2.59772884,Neutral,Mobile Deposit,,Low,53.75403049,904.2906563,626467,3.908070573,2023-11-01,Debit,2023-10-25 00:00:00,0.854324082,7.972703499,14.19156643,0.586783617,5659.277627
1857,80,F,New Matthew,Medium,"Teacher, adult education",High School,Married,4,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,23,6,FALSE,TRUE,0.215987596,5,7,187,893.9909251,166991,2023-08-24,2021-10-01,2.317344771,4.053669792,1.182969422,10,-24,2023-01-02,4,0.636379597,4.602970133,Neutral,International Transfers,Transaction Delays,Low,37.10694099,685.5867555,407759,17.02873992,2023-11-01,Transfer,2023-08-24 00:00:00,0.123978099,4.367287092,11.57997018,0.160292259,12989.56386
1858,80,Other,West Amy,High,Clothing/textile technologist,High School,Single,3,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,98,2,TRUE,FALSE,0.707700437,7,9,981,193.8295082,189333,2021-05-08,2022-06-18,4.088843874,2.208815799,1.573060179,6,-52,2021-03-16,1,0.507819086,1.528288855,Positive,Mobile Deposit,Transaction Delays,Low,86.24809681,696.352208,584898,10.86675675,2022-03-28,Transfer,2021-05-08 00:00:00,0.52043202,0.33024952,16.42127617,0.584691339,75056.08687
1859,79,Other,Port Carloschester,Medium,Tree surgeon,Bachelor,Single,7,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,54,1,TRUE,TRUE,0.959740719,7,8,811,354.3943992,287094,2021-10-10,2021-12-22,3.282715198,4.429800355,3.857952642,10,43,2023-12-25,12,0.839740576,4.898218781,Negative,Budgeting Tools,App Issues,Medium,35.69441891,123.8857847,150796,7.726538625,2021-12-14,Transfer,2021-10-10 00:00:00,0.804785236,3.764918938,16.31292967,0.662921394,12421.77864
1860,24,F,New Daltonmouth,Low,Product designer,High School,Widowed,7,Branch,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,53,9,TRUE,TRUE,0.936802403,7,4,540,785.3190232,423900,2023-11-29,2022-11-02,2.028956608,2.109463349,1.570963998,10,-12,2023-03-23,14,0.628032622,2.03909938,Positive,Budgeting Tools,Customer Service,Medium,35.05779575,673.827901,857136,4.192717259,2023-12-24,Transfer,2023-11-29 00:00:00,0.398330146,1.672579531,17.70475682,0.624906531,42132.49674
1861,44,M,Jeffreyport,Medium,"Administrator, local government",Bachelor,Widowed,2,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,1,FALSE,TRUE,0.723407066,7,0,789,242.311021,190938,2022-03-01,2022-08-01,2.565507427,3.926191212,2.648180005,7,87,2022-05-25,0,0.874873402,3.242406024,Negative,Investment Analytics,Fees,Medium,46.80483762,877.3561583,173585,20.00649123,2023-07-13,Transfer,2022-03-01 00:00:00,0.580945059,2.75523234,17.52216684,0.605836056,48158.52109
1862,31,Other,Jamestown,Medium,Broadcast engineer,Bachelor,Single,7,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,68,5,FALSE,TRUE,0.191622499,14,5,162,899.6111419,145638,2022-10-28,2022-02-11,2.43172999,1.223440206,2.41690439,6,67,2021-12-25,12,0.687616573,4.272072995,Neutral,Mobile Deposit,Fees,Low,41.0222526,281.2905392,21184,21.5549212,2023-05-20,Transfer,2022-10-28 00:00:00,0.217508789,1.123620303,14.20752087,0.527708822,460.315172
1863,22,F,North Sheenaborough,Medium,"Geneticist, molecular",High School,Divorced,7,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,77,9,TRUE,TRUE,0.154092744,13,8,85,843.9223019,71655,2023-09-07,2021-06-22,2.873732474,3.803909448,1.878105107,8,60,2021-06-22,12,0.88406516,2.062252076,Neutral,,App Issues,Low,20.01585066,64.76155516,760611,24.52327866,2023-12-14,Transfer,2023-09-07 00:00:00,0.104134054,3.630467655,14.12446644,0.737785284,75726.61591
1864,72,M,Lake Susanland,High,Diagnostic radiographer,PhD,Widowed,3,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,9,FALSE,TRUE,0.871006468,5,5,47,510.065938,23970,2023-12-13,2023-04-29,1.451071431,2.050521636,3.115360724,6,-98,2021-07-13,19,0.880899724,2.164285403,Negative,International Transfers,App Issues,High,54.25457385,314.90691,81283,24.54045248,2023-12-27,Debit,2023-12-13 00:00:00,0.301812761,5.536028985,4.975492884,0.124885834,51749.91049
1865,19,Other,South Diana,High,Plant breeder/geneticist,Master,Widowed,1,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,59,6,FALSE,TRUE,0.962814262,9,5,795,997.7473735,792615,2023-02-11,2023-01-23,1.603474879,3.90805801,2.452283037,3,-88,2021-09-16,6,0.720802071,3.364185503,Negative,Investment Analytics,App Issues,Low,20.3457032,295.2169948,359265,29.85503492,2023-02-17,Debit,2023-02-11 00:00:00,0.628211549,7.838988443,0.918431168,0.685745242,5218.764806
1866,79,F,North Heather,Medium,Corporate treasurer,PhD,Married,3,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,30,3,TRUE,TRUE,0.622318705,7,4,783,302.225874,236466,2022-10-05,2022-01-08,2.513743571,4.307417081,4.038130892,2,73,2021-10-24,12,0.929747896,1.295211283,Negative,,Transaction Delays,High,29.16467811,113.9776944,580159,7.229175279,2023-04-25,Transfer,2022-10-05 00:00:00,0.57061119,3.806781748,10.71699854,0.615321088,44654.42717
1867,38,Other,Kennethland,High,Agricultural engineer,Bachelor,Widowed,2,Online,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,19,2,TRUE,FALSE,0.901254611,9,6,517,932.1542583,481844,2021-12-21,2023-03-17,3.247792599,1.681819271,3.555888811,3,-75,2023-10-08,6,0.734616666,4.031971027,Positive,International Transfers,,Medium,77.21691175,383.6855746,685487,16.97432893,2022-07-10,Transfer,2021-12-21 00:00:00,0.6070278,0.016003606,7.119063523,0.42456051,5563.695031
1868,38,F,Livingstonview,Medium,"Engineer, site",Master,Widowed,7,Referral,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,76,3,TRUE,FALSE,0.814889945,7,3,320,298.0720374,95360,2023-07-31,2023-02-12,3.471785093,1.66811057,2.922150398,2,61,2023-06-02,3,0.979473278,2.234106884,Neutral,Mobile Deposit,Transaction Delays,High,21.10895802,827.5112004,386269,17.12822737,2023-11-12,Credit,2023-07-31 00:00:00,0.380714188,6.713375592,6.572073593,0.674305911,78083.07561
1869,27,F,Schwartzmouth,Premium,"Psychologist, sport and exercise",PhD,Divorced,2,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,53,1,FALSE,FALSE,0.154012779,2,3,273,697.6419242,190281,2023-12-28,2022-04-05,4.641538243,3.980223884,3.30191094,4,38,2022-07-17,13,0.519944947,4.825768276,Negative,Budgeting Tools,,Medium,1.834704186,890.5123299,216375,16.08370827,2023-12-29,Debit,2023-12-28 00:00:00,0.867390067,6.930337873,9.562334251,0.10175883,86082.57124
1870,75,Other,Fernandoland,Medium,Arts development officer,High School,Widowed,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,8,3,FALSE,FALSE,0.222969657,3,3,904,757.6571055,684328,2022-12-03,2021-02-12,3.27566963,1.679643382,2.724716262,5,-68,2022-12-09,1,0.771017093,2.15436466,Positive,Budgeting Tools,Transaction Delays,Low,70.14255794,833.0711742,584680,10.60537829,2023-11-11,Transfer,2022-12-03 00:00:00,0.566160688,1.303747095,16.3668187,0.456028825,61258.09437
1871,56,Other,Kimberlyfurt,High,"Scientist, biomedical",PhD,Divorced,1,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,2,FALSE,TRUE,0.067759186,10,8,57,653.9287334,37221,2022-12-27,2021-02-17,3.919161572,1.078221664,4.133552327,3,-14,2023-07-28,14,0.509297041,4.764836564,Negative,Budgeting Tools,Fees,Medium,92.24429216,943.0475587,429953,5.345752612,2023-03-08,Credit,2022-12-27 00:00:00,0.326702804,4.855623531,14.09749889,0.505221801,92443.77912
1872,22,F,Cookton,Medium,Psychiatrist,Master,Married,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,75,8,TRUE,TRUE,0.474056911,12,9,313,541.1049059,169333,2022-06-26,2022-04-14,2.926886256,1.246555217,4.841654258,1,67,2022-05-15,4,0.65766405,1.453207759,Neutral,,App Issues,Medium,21.39023842,929.0160335,436948,17.26856691,2023-12-10,Transfer,2022-06-26 00:00:00,0.251368332,0.507414409,4.135054435,0.351318814,71197.14193
1873,82,M,Stephanieview,Medium,"Sound technician, broadcasting/film/video",Master,Single,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,7,FALSE,FALSE,0.323948205,2,2,560,656.110475,367360,2023-09-19,2021-07-02,3.09345114,1.10436569,4.067354472,1,-62,2023-12-09,2,0.730971928,2.602527583,Positive,,App Issues,High,78.33866402,190.4044436,518615,4.472230325,2023-11-12,Transfer,2023-09-19 00:00:00,0.495476629,6.208977616,3.400836215,0.998918519,78177.84971
1874,30,Other,South Chad,Low,Dramatherapist,Master,Married,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,64,1,FALSE,TRUE,0.426046025,4,9,751,32.91011541,24032,2022-01-29,2023-08-06,3.359695664,4.629806713,4.446821352,2,73,2023-07-28,15,0.585391812,3.598065356,Negative,,App Issues,High,83.57333473,52.58886993,105419,0.359522836,2022-08-22,Transfer,2022-01-29 00:00:00,0.970452313,8.984526297,19.86497134,0.718015812,38386.54916
1875,70,F,New Philip,Medium,Claims inspector/assessor,Master,Divorced,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,15,1,FALSE,FALSE,0.008663952,11,2,344,882.2711417,303408,2022-05-20,2022-02-11,3.088544897,4.460487491,4.134654701,8,12,2021-03-25,16,0.907051571,2.045711281,Negative,Investment Analytics,Transaction Delays,Medium,76.82700668,162.379211,202710,19.83463241,2022-05-24,Transfer,2022-05-20 00:00:00,0.885121067,4.108411228,13.04621597,0.34525435,2836.824986
1876,62,F,Rodriguezside,Medium,Chartered public finance accountant,PhD,Divorced,3,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,69,5,TRUE,FALSE,0.721244014,11,2,896,537.4786554,481152,2022-07-26,2022-06-21,2.237727676,3.221622265,2.630446897,7,-59,2021-06-06,5,0.709643498,3.986476799,Negative,Investment Analytics,Transaction Delays,High,84.63423743,452.8350889,706670,13.17390595,2022-11-18,Transfer,2022-07-26 00:00:00,0.787313508,4.710259901,13.62939602,0.282079274,22681.03095
1877,49,M,Robinsonville,Medium,Paediatric nurse,High School,Widowed,3,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,83,4,TRUE,FALSE,0.200571686,17,2,402,489.3807943,196578,2022-09-04,2021-12-12,4.909276137,3.049326622,4.416631528,7,28,2022-10-31,2,0.572215011,4.971744023,Positive,,Transaction Delays,High,69.13646603,852.4167686,802410,28.82984306,2022-10-08,Transfer,2022-09-04 00:00:00,0.668038285,9.552738661,15.79607226,0.200492711,61206.65579
1878,53,M,Baldwinville,Premium,Automotive engineer,High School,Widowed,2,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,5,8,FALSE,FALSE,0.36826591,11,7,498,578.9459431,287844,2022-04-06,2021-04-12,3.474942522,1.97551007,1.151799688,2,-34,2023-02-03,5,0.645878921,4.768883013,Positive,,,High,5.173766636,522.4902523,497953,10.26359021,2022-08-25,Transfer,2022-04-06 00:00:00,0.226952622,7.313049338,10.92724783,0.366128517,10012.89384
1879,77,M,North Chadview,High,"Designer, interior/spatial",Master,Single,6,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,34,8,TRUE,TRUE,0.402375791,17,8,298,575.0002716,171350,2022-09-02,2023-04-02,2.38454926,2.997424304,4.542217187,3,96,2021-03-20,19,0.566918457,4.913155712,Negative,Investment Analytics,Fees,Low,45.33363082,900.8054403,711380,29.74608796,2023-11-28,Transfer,2022-09-02 00:00:00,0.626441289,9.01583079,7.241719438,0.938544814,56735.02977
1880,28,Other,Smithfort,High,Air broker,High School,Divorced,2,Marketing,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,2,3,TRUE,TRUE,0.066244348,9,7,965,731.6673476,705415,2022-08-15,2023-05-29,4.194473113,4.725030078,2.880057424,1,51,2021-10-28,0,0.771653539,1.219330062,Positive,International Transfers,App Issues,Low,20.12671903,77.30294626,196198,0.270425549,2023-09-25,Credit,2022-08-15 00:00:00,0.359616267,1.393952196,11.08651873,0.488754041,92679.80708
1881,80,F,Lake Danielle,High,Futures trader,PhD,Divorced,6,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,20,5,FALSE,FALSE,0.365514769,6,3,822,96.57986679,78912,2022-03-01,2022-06-17,1.655072313,3.280833829,2.319975659,7,66,2021-07-27,15,0.733768961,3.419683952,Neutral,Investment Analytics,Customer Service,Low,59.75144084,935.7363603,271560,1.759806599,2022-08-03,Credit,2022-03-01 00:00:00,0.651562324,4.7046028,12.79909296,0.538664281,61219.32586
1882,38,F,Lake Peterberg,Premium,Chief of Staff,High School,Married,2,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,6,7,TRUE,TRUE,0.899846898,2,9,656,941.3459543,617296,2023-09-29,2021-11-02,4.970095894,1.227306321,3.100648364,6,9,2023-02-22,17,0.605563413,4.435873601,Neutral,International Transfers,App Issues,Low,70.19168243,883.674749,843900,19.89849486,2023-10-02,Transfer,2023-09-29 00:00:00,0.57493189,3.13629558,9.920825566,0.622875205,90642.73792
1883,69,F,Rebeccashire,Medium,Sports administrator,Bachelor,Single,5,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,8,TRUE,TRUE,0.893203465,4,6,85,941.2851925,79985,2022-10-12,2021-07-02,4.155200445,1.148018643,3.751834609,1,81,2023-11-16,16,0.985764279,4.495524579,Neutral,Investment Analytics,Transaction Delays,Low,97.66130811,680.7291417,599304,19.04916991,2023-12-06,Credit,2022-10-12 00:00:00,0.938490161,6.209927159,12.10328027,0.054827759,26711.5553
1884,72,M,New Jasminefort,Medium,Charity officer,High School,Married,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,3,TRUE,TRUE,0.024589911,11,3,716,22.41361706,15752,2023-09-10,2023-01-24,1.389911638,4.485533324,3.46117522,5,8,2021-06-11,4,0.829799564,2.948896843,Positive,Investment Analytics,App Issues,High,66.70557722,218.5296588,973111,16.27052259,2023-12-26,Credit,2023-09-10 00:00:00,0.221248664,8.213733804,18.99551461,0.273001401,3464.63312
1885,43,F,Grahamland,High,Farm manager,Master,Widowed,4,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,21,8,FALSE,FALSE,0.029789738,13,9,913,528.9192894,482064,2022-12-16,2021-12-15,4.393084103,1.867888215,3.472402158,2,75,2022-11-23,12,0.659908364,1.046196505,Negative,Investment Analytics,Customer Service,High,46.98949044,939.7915507,954814,5.786665966,2023-01-10,Debit,2022-12-16 00:00:00,0.323417277,1.388309055,8.119909165,0.005084595,88714.91047
1886,51,Other,North Patrick,High,Merchant navy officer,High School,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,9,TRUE,FALSE,0.593965677,12,0,940,735.5078578,690900,2022-07-15,2021-08-29,2.034270605,1.019112418,1.399827118,6,-81,2022-09-11,1,0.684103225,4.073602171,Positive,Budgeting Tools,,Low,88.51280151,225.5011185,78350,2.84821159,2023-12-27,Debit,2022-07-15 00:00:00,0.905069409,7.321128383,12.87442684,0.516683801,97112.3107
1887,69,M,Martinezside,Medium,Volunteer coordinator,High School,Married,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,54,3,TRUE,TRUE,0.204822976,8,6,289,286.9179815,82654,2022-08-13,2021-01-29,3.551306199,3.975061246,3.915978654,3,29,2023-05-16,8,0.971220167,4.754882111,Neutral,Investment Analytics,Customer Service,Low,15.33301536,945.4403959,722191,1.796034995,2023-01-09,Transfer,2022-08-13 00:00:00,0.997260488,5.65219858,13.91294576,0.984299954,65368.30254
1888,69,M,Mathewport,Medium,"Teacher, music",High School,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,2,FALSE,TRUE,0.898511311,9,2,907,642.7199234,582294,2021-09-07,2023-12-13,1.660559649,4.277155141,3.846757482,2,35,2023-04-01,9,0.788928845,1.017080362,Positive,International Transfers,App Issues,Medium,21.99918009,935.9193994,615147,23.2318909,2023-02-04,Credit,2021-09-07 00:00:00,0.18509457,1.010470661,10.66828251,0.501134099,71612.23299
1889,46,M,Brownland,Medium,Scientific laboratory technician,High School,Married,6,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,66,2,TRUE,TRUE,0.482854214,0,4,168,659.4087711,110712,2023-02-17,2023-06-11,3.843018432,2.145207909,1.463026807,3,-35,2021-02-15,17,0.555968313,1.17484362,Neutral,Mobile Deposit,Fees,High,27.18616011,812.7641322,857015,26.39754977,2023-07-04,Credit,2023-02-17 00:00:00,0.312539498,7.760445686,0.365761576,0.853832579,68423.36573
1890,55,M,Amandamouth,Premium,"Therapist, nutritional",Bachelor,Divorced,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,4,5,TRUE,FALSE,0.325793008,5,2,165,225.1001179,37125,2023-03-20,2023-07-19,4.029530888,4.326585205,1.174357203,10,15,2022-01-12,17,0.903245421,4.094881832,Neutral,International Transfers,Fees,High,25.62906681,888.8609278,869075,24.62335631,2023-05-23,Transfer,2023-03-20 00:00:00,0.199374565,5.527864518,19.68544361,0.839219187,94287.94848
1891,59,Other,Port Steveport,Medium,Retail merchandiser,PhD,Divorced,4,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,68,1,TRUE,FALSE,0.953276919,5,0,488,218.4562859,106384,2022-12-08,2023-10-10,4.406315231,4.217850783,4.931201004,2,70,2022-06-11,18,0.939271904,4.11538788,Positive,Budgeting Tools,Fees,High,39.52487633,547.6106624,865848,4.498230747,2023-06-24,Transfer,2022-12-08 00:00:00,0.660230203,3.128875798,7.240040982,0.99620017,1241.720979
1892,38,F,East Angela,Premium,Television/film/video producer,Master,Widowed,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,6,TRUE,FALSE,0.317928132,1,8,587,754.8769378,442598,2021-10-27,2021-08-31,2.951209983,2.947164915,3.984966491,3,-19,2021-06-12,12,0.825133161,1.84200343,Positive,,Customer Service,High,72.77894687,715.4803415,897736,23.39460115,2022-07-13,Transfer,2021-10-27 00:00:00,0.567578927,1.28357478,12.83555873,0.844928076,9892.996051
1893,59,Other,Guerreroport,Premium,"Production assistant, radio",Master,Single,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,7,FALSE,TRUE,0.320828531,15,1,540,712.2669047,384480,2022-08-18,2022-04-05,3.213840821,4.75412599,3.423103743,5,19,2023-06-07,5,0.523664888,3.869604218,Neutral,International Transfers,Transaction Delays,High,96.42355256,31.4965345,56774,29.41809811,2023-09-17,Debit,2022-08-18 00:00:00,0.631575975,2.399207156,17.44868893,0.019091233,41451.85943
1894,30,F,Mosleystad,High,Data processing manager,High School,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,47,5,TRUE,TRUE,0.133097138,4,1,107,864.5137053,92448,2021-03-28,2022-02-21,1.860017295,4.378641749,2.264996213,8,94,2021-08-27,0,0.647648604,4.532503256,Neutral,Budgeting Tools,Customer Service,Medium,29.00329885,28.14508379,775340,18.4325755,2023-12-10,Debit,2021-03-28 00:00:00,0.78023508,5.514463453,16.35158387,0.518910364,72810.09359
1895,81,Other,Millermouth,Medium,Clinical research associate,PhD,Widowed,3,Marketing,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,36,8,TRUE,FALSE,0.222252058,13,5,670,885.1299503,592950,2022-08-13,2022-01-26,3.062786501,1.118175427,2.102629912,9,-57,2022-01-28,17,0.866127186,2.030440015,Negative,Budgeting Tools,Customer Service,Medium,13.99827449,934.5200282,628948,11.50868565,2023-11-01,Credit,2022-08-13 00:00:00,0.16919606,5.436999262,11.83165652,0.424874285,47742.36256
1896,34,M,East Austin,Medium,Charity officer,High School,Single,3,Referral,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,67,6,FALSE,FALSE,0.76049069,15,0,430,166.445057,71380,2021-06-11,2022-06-30,3.127292679,4.599097076,1.541492157,5,29,2022-06-19,18,0.626476129,2.787653345,Positive,International Transfers,Fees,Medium,96.84227634,284.1425561,199907,2.816539572,2022-12-19,Debit,2021-06-11 00:00:00,0.160186889,9.308746438,14.3393557,0.543530517,93991.71822
1897,26,M,Lake Wendybury,Low,"Producer, television/film/video",Bachelor,Widowed,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,19,1,FALSE,FALSE,0.759745796,8,7,846,805.1374324,681030,2022-12-11,2022-08-13,4.236928384,3.164734021,3.434172793,6,11,2022-09-13,15,0.719478751,2.9447768,Negative,Mobile Deposit,App Issues,High,66.45184494,822.816122,993850,9.07461598,2023-03-25,Credit,2022-12-11 00:00:00,0.87988494,2.141882258,4.943211532,0.486766209,10059.33672
1898,58,Other,Priceside,Low,Advertising copywriter,PhD,Married,2,Branch,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,84,9,FALSE,FALSE,0.386598876,10,3,627,667.3494215,418209,2023-06-25,2023-10-10,3.844930402,2.874731318,3.303934278,2,-67,2023-11-19,18,0.64138276,2.657308839,Neutral,,Customer Service,High,22.31921823,407.028028,649602,17.57985629,2023-08-16,Transfer,2023-06-25 00:00:00,0.971095213,1.917649603,7.443792364,0.920691521,75271.62496
1899,18,Other,Victormouth,High,Soil scientist,PhD,Widowed,1,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,5,TRUE,FALSE,0.349375126,15,2,939,648.404594,608472,2022-06-10,2023-02-22,3.793159919,4.829235525,4.74201376,2,-95,2022-05-15,6,0.550886308,2.305490475,Positive,International Transfers,Transaction Delays,Medium,75.9090268,816.5977308,612958,12.54804647,2023-01-13,Transfer,2022-06-10 00:00:00,0.461372715,8.449757683,19.69359215,0.219674036,3441.30108
1900,19,F,North Matthewmouth,Medium,Retail manager,PhD,Married,2,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,23,5,FALSE,TRUE,0.418394623,19,4,853,277.5767989,236281,2023-09-09,2021-09-24,1.118623092,2.139195702,3.511261967,1,-54,2021-04-11,5,0.72687415,4.957323171,Neutral,International Transfers,Transaction Delays,Low,45.47973972,135.7855787,809487,15.39298966,2023-11-02,Credit,2023-09-09 00:00:00,0.023507047,3.541170539,15.54192249,0.558133219,47305.87554
1901,77,Other,South Davidhaven,Low,Theatre manager,PhD,Divorced,5,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,70,1,TRUE,FALSE,0.300836885,11,7,736,830.7589672,610880,2022-03-15,2023-06-03,3.185403973,2.755519275,2.805834371,9,-50,2023-02-06,11,0.813721174,3.282005657,Positive,,Fees,Low,60.06964561,178.548412,939679,20.51087201,2023-06-20,Credit,2022-03-15 00:00:00,0.71683827,3.82245891,3.878107393,0.907397295,83135.41608
1902,65,Other,Bentleyside,Medium,Horticultural consultant,High School,Divorced,5,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,48,5,FALSE,TRUE,0.607794323,14,0,91,990.0143717,90090,2022-02-18,2022-02-28,4.970694202,1.734524197,4.589171107,8,-80,2023-08-27,13,0.644660351,3.860467049,Neutral,Mobile Deposit,Fees,High,86.90873617,652.2105328,540123,12.95695977,2023-10-01,Credit,2022-02-18 00:00:00,0.282489996,1.752188934,18.2862156,0.048410226,85058.54358
1903,46,F,Lake Beth,Premium,Rural practice surveyor,Bachelor,Widowed,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,7,3,FALSE,FALSE,0.836582468,4,4,253,171.3217344,43263,2022-07-10,2022-03-18,4.00886305,4.487660782,3.456223825,2,9,2022-03-17,6,0.613299307,1.426401537,Neutral,International Transfers,Transaction Delays,Low,22.59489355,10.07978007,844097,5.817577776,2023-08-04,Debit,2022-07-10 00:00:00,0.068037783,2.614086313,10.53967981,0.510059577,46670.52329
1904,27,F,North Jillfort,Medium,Airline pilot,PhD,Single,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,74,3,TRUE,TRUE,0.009373612,16,8,866,742.4094131,642572,2022-07-11,2022-08-03,4.339275157,1.270726827,3.857015213,2,-21,2023-06-14,16,0.562338203,3.038016178,Negative,International Transfers,Customer Service,Medium,43.65318177,361.7522459,854908,2.322269432,2022-08-03,Credit,2022-07-11 00:00:00,0.393467965,8.68448862,17.41343441,0.471375073,87751.86655
1905,75,F,South Rebeccaton,Premium,Building services engineer,Master,Widowed,4,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,72,8,TRUE,FALSE,0.936007072,7,1,776,386.003911,299536,2021-10-09,2022-01-23,2.974312733,1.062255055,3.50667026,1,88,2022-07-17,12,0.840830629,4.584288653,Negative,Mobile Deposit,Fees,Low,4.93691194,92.25764867,813121,12.56104491,2023-12-26,Transfer,2021-10-09 00:00:00,0.3759859,0.44550497,13.53663208,0.669803253,7990.179298
1906,77,Other,Lake Deborah,Medium,Sports coach,Master,Widowed,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,5,9,FALSE,FALSE,0.117953378,0,7,555,196.0362705,108780,2021-08-12,2023-05-07,4.327981379,1.607120062,1.677756196,7,-35,2022-01-16,19,0.613780347,3.852997591,Neutral,International Transfers,App Issues,High,73.17510297,269.3190199,457960,26.41048062,2023-01-15,Debit,2021-08-12 00:00:00,0.569831983,5.8648257,13.46861274,0.631164637,57369.40304
1907,38,F,East Cynthiaport,Medium,Oceanographer,Bachelor,Divorced,3,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,39,6,TRUE,TRUE,0.899706123,1,1,801,147.0619171,117747,2022-05-06,2022-01-05,4.267824577,3.533413284,1.495400489,10,-85,2022-07-21,4,0.715531621,2.119571064,Negative,International Transfers,App Issues,Low,12.20715343,833.0238522,271869,20.37948939,2022-10-23,Debit,2022-05-06 00:00:00,0.267698076,7.954097681,0.409038566,0.168868755,78976.78244
1908,45,M,South Cherylshire,Low,Gaffer,Master,Divorced,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,3,FALSE,FALSE,0.2335573,0,6,997,216.6396779,215352,2022-05-12,2023-04-17,3.12005399,1.469874357,3.498297442,9,59,2023-10-25,5,0.584177905,4.371394441,Positive,,,Medium,78.04373546,931.7147458,607071,7.047760605,2023-11-16,Debit,2022-05-12 00:00:00,0.83458345,9.062942806,17.34200141,0.778269111,13329.23001
1909,51,M,Port Lisaville,Medium,Industrial buyer,High School,Widowed,4,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,53,8,FALSE,FALSE,0.917032592,19,8,567,853.1027836,483651,2021-04-14,2021-10-26,3.273572681,4.682613324,4.656026202,5,-63,2021-04-04,12,0.807959255,1.20951485,Positive,International Transfers,App Issues,Low,55.08950194,439.5847485,466408,15.00465392,2022-12-24,Credit,2021-04-14 00:00:00,0.202519703,6.455490279,9.403772646,0.999075926,83999.95711
1910,25,M,Larsonbury,High,Social researcher,High School,Divorced,4,Online,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,76,3,TRUE,FALSE,0.787331084,8,4,826,552.5335114,455952,2023-12-24,2021-02-28,1.208154375,3.713850495,4.854627044,7,-85,2023-03-28,9,0.812174247,4.941980216,Negative,Mobile Deposit,Customer Service,High,33.0118304,822.5664356,134513,6.522781481,2023-12-30,Debit,2023-12-24 00:00:00,0.517129284,1.010143292,0.513376487,0.479101463,99634.55314
1911,76,Other,Port Jamesmouth,Medium,Corporate investment banker,Bachelor,Married,4,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,16,7,FALSE,FALSE,0.269169332,0,8,533,892.9764445,475436,2022-04-08,2022-08-18,4.412332776,3.731542979,4.981673879,1,82,2022-01-07,2,0.928235183,4.031094032,Neutral,Budgeting Tools,Transaction Delays,High,14.72219995,25.40758976,746913,4.136251527,2023-08-31,Transfer,2022-04-08 00:00:00,0.206249458,5.374637952,9.980835876,0.210085545,18249.26824
1912,66,M,Nguyenshire,Medium,"Designer, multimedia",PhD,Widowed,2,Branch,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,50,2,FALSE,FALSE,0.028276312,2,0,431,909.8286783,391779,2022-04-22,2022-06-21,1.535704728,4.890456918,4.375990318,3,35,2022-08-07,2,0.992663891,4.803592704,Neutral,,App Issues,Low,26.69817598,774.2302794,414139,23.38418895,2022-07-18,Credit,2022-04-22 00:00:00,0.559572198,6.027170134,19.38172159,0.030591231,98360.1747
1913,34,Other,West Mary,High,Community arts worker,Master,Divorced,6,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,6,TRUE,FALSE,0.715843208,15,6,307,159.1591296,48813,2021-04-18,2022-04-28,2.203161304,1.229697637,2.455548323,3,10,2022-07-13,7,0.950692826,4.421425766,Neutral,Mobile Deposit,Customer Service,Low,51.68509863,968.1617541,585785,12.80740073,2023-04-02,Debit,2021-04-18 00:00:00,0.75882061,3.527389161,14.01928431,0.302994164,23874.05888
1914,77,Other,Port Brandon,High,Production engineer,Master,Widowed,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,29,8,TRUE,TRUE,0.821762745,10,3,413,632.3551381,261016,2021-07-25,2023-07-13,3.97796992,3.611529364,3.454075965,10,90,2021-01-11,6,0.911409947,4.08452007,Positive,Mobile Deposit,Fees,High,3.051641992,682.2654852,914340,1.676692607,2022-02-21,Debit,2021-07-25 00:00:00,0.625291861,7.910401017,16.91589537,0.126406104,8277.353383
1915,62,M,West Bryan,High,Market researcher,Bachelor,Divorced,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,3,FALSE,FALSE,0.679764089,6,6,16,60.6831521,960,2023-04-27,2022-05-24,2.203999104,4.59646798,3.436221117,4,-74,2023-04-14,17,0.94167643,2.769320653,Neutral,Investment Analytics,Transaction Delays,Low,18.15971224,759.3429484,45515,24.538477,2023-08-02,Debit,2023-04-27 00:00:00,0.499609012,5.212767138,1.133411007,0.891705422,22806.35807
1916,49,F,Donaldchester,Medium,"Scientist, research (maths)",Bachelor,Married,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,9,FALSE,FALSE,0.381666308,19,0,324,281.0399909,91044,2022-11-08,2023-01-28,3.022102162,3.467177426,3.150208173,1,-97,2022-03-01,13,0.526898093,4.230252851,Neutral,Mobile Deposit,Customer Service,High,61.84236832,817.6955278,957219,28.08591895,2022-11-12,Debit,2022-11-08 00:00:00,0.292882721,0.335316451,17.93500521,0.851741194,63621.4551
1917,61,Other,Lake Mitchell,Medium,Scientific laboratory technician,Master,Married,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,9,FALSE,TRUE,0.127392146,12,6,345,181.5601471,62445,2023-08-26,2023-07-28,1.616498907,2.840828679,3.96825902,5,80,2021-02-08,6,0.880789246,1.303901027,Neutral,Mobile Deposit,Fees,High,59.52861426,369.398694,490304,10.28964056,2023-11-19,Transfer,2023-08-26 00:00:00,0.916160279,9.331129215,2.808092347,0.867784354,94075.38133
1918,82,M,South John,Premium,"Exhibitions officer, museum/gallery",PhD,Widowed,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,70,3,FALSE,TRUE,0.347048722,5,6,581,840.3297291,488040,2021-07-25,2021-06-25,2.166136049,1.092130376,1.679942463,9,59,2023-04-29,10,0.684800515,1.912931138,Neutral,,Transaction Delays,Medium,45.20911455,109.6331087,479576,14.86879333,2023-05-11,Credit,2021-07-25 00:00:00,0.67679717,6.6304228,19.2832661,0.260340831,47588.9674
1919,25,Other,East Craigfurt,High,"Teacher, English as a foreign language",Bachelor,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,3,FALSE,TRUE,0.268583968,11,9,147,371.1316187,54537,2021-10-09,2021-01-22,3.937175275,1.684847124,1.754757506,9,-16,2021-09-23,19,0.594181974,4.549969691,Negative,International Transfers,Customer Service,Low,1.643323517,435.5507804,431282,22.76200229,2023-09-02,Credit,2021-10-09 00:00:00,0.603354995,9.475090727,11.11457344,0.367892904,38052.52178
1920,60,F,North Nichole,Premium,Printmaker,High School,Married,4,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,82,5,FALSE,TRUE,0.723089708,5,9,619,993.5290145,614667,2021-01-11,2023-08-19,2.673095738,4.683321176,4.778682061,6,-87,2022-07-17,9,0.716187259,3.796345619,Negative,Investment Analytics,Transaction Delays,High,53.07379344,46.86162318,620930,1.103883992,2022-06-13,Debit,2021-01-11 00:00:00,0.056343344,6.118257393,7.08790247,0.235315002,32061.28678
1921,18,F,North Adrianland,Medium,"Runner, broadcasting/film/video",Master,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,78,9,FALSE,FALSE,0.159360917,1,6,679,149.8601888,101171,2021-11-20,2021-09-30,3.252553213,4.914436357,4.359436288,7,13,2022-07-01,9,0.557649401,1.745379492,Positive,Budgeting Tools,Customer Service,High,90.84859265,681.2446703,692936,27.50421966,2023-08-03,Credit,2021-11-20 00:00:00,0.725827707,6.740147105,15.68708347,0.783961183,31027.58342
1922,68,M,Robertfort,High,Midwife,Bachelor,Widowed,2,Online,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,54,1,FALSE,TRUE,0.819542586,0,9,838,236.0869091,197768,2023-04-14,2022-10-25,2.42817314,2.969153296,4.274081558,10,14,2023-08-06,16,0.6340734,2.662131626,Positive,Investment Analytics,,Medium,39.85310065,867.5458526,941913,29.94359192,2023-09-07,Debit,2023-04-14 00:00:00,0.877130309,1.4293138,11.34216149,0.894854412,66385.11397
1923,41,Other,East Douglas,High,Primary school teacher,Bachelor,Divorced,5,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,56,1,TRUE,TRUE,0.611942516,6,1,542,648.4974933,351216,2023-09-02,2023-03-26,4.722535969,4.594019345,2.932428803,5,-32,2022-10-14,15,0.706382796,3.853592234,Positive,International Transfers,Fees,High,2.483927768,873.2747186,206664,15.1571183,2023-12-25,Debit,2023-09-02 00:00:00,0.143904195,0.074299727,12.23676386,0.428006517,1234.897797
1924,41,Other,Alexandrachester,Low,"Administrator, arts",Bachelor,Divorced,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,1,TRUE,FALSE,0.482568671,18,5,28,969.0592074,27132,2023-09-05,2022-03-11,4.424872009,2.91343455,3.27107236,8,-7,2021-07-18,9,0.793690749,4.185203569,Positive,International Transfers,App Issues,High,62.69547523,855.8270735,259020,16.01427581,2023-10-30,Transfer,2023-09-05 00:00:00,0.228745092,1.18371736,1.892426605,0.856814739,84869.39249
1925,34,Other,East Cheryl,High,"Solicitor, Scotland",Master,Single,6,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,44,4,FALSE,TRUE,0.360232141,13,2,959,736.0609656,705824,2022-02-13,2023-02-25,1.450980656,1.636702121,3.499591989,1,-16,2022-03-30,5,0.967163237,4.361698142,Positive,,Fees,Low,64.25273727,368.7226246,147194,15.56839427,2023-10-19,Debit,2022-02-13 00:00:00,0.098717244,2.07146573,0.565520936,0.359810083,34719.8893
1926,22,Other,New Hectorfort,High,Drilling engineer,High School,Married,4,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,51,7,TRUE,FALSE,0.50749366,3,5,781,134.5215807,104654,2022-08-12,2023-05-17,4.910729419,1.341794516,2.17589887,1,-77,2022-04-06,0,0.536888439,1.591858778,Positive,Investment Analytics,Fees,High,53.49436072,612.7427313,196353,24.7260809,2022-10-19,Transfer,2022-08-12 00:00:00,0.620847525,5.531670739,1.031599396,0.265002659,81967.68119
1927,37,M,Lake Margaretport,Low,Biomedical engineer,High School,Divorced,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,70,2,TRUE,FALSE,0.540148913,15,4,751,420.4131281,315420,2022-10-20,2022-06-09,4.237525539,4.331296863,2.178851952,8,-14,2021-02-07,4,0.810461752,1.027236927,Neutral,Budgeting Tools,,Medium,47.99700103,392.0198022,939132,15.74367449,2022-11-01,Credit,2022-10-20 00:00:00,0.202863735,2.462514966,1.503378365,0.469764141,72946.95115
1928,38,F,Robertside,Low,Agricultural engineer,Master,Divorced,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,3,FALSE,FALSE,0.236984908,13,3,67,996.1783059,66732,2022-08-08,2021-05-30,1.633487385,4.751703739,1.719503114,5,-69,2022-10-27,11,0.538327618,1.537806434,Negative,Mobile Deposit,Transaction Delays,Low,85.69787435,31.04523988,212175,19.63088312,2023-05-22,Credit,2022-08-08 00:00:00,0.892975595,4.768985021,8.086266124,0.513814092,47672.84754
1929,75,M,East David,High,Futures trader,Bachelor,Divorced,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,4,TRUE,TRUE,0.988754562,17,7,576,78.72195992,44928,2021-05-02,2021-07-15,1.166501863,2.638996373,3.240773693,4,-43,2022-03-29,7,0.796645666,2.969025894,Neutral,,Transaction Delays,Medium,76.41942259,355.7608044,704870,19.51266227,2022-05-16,Credit,2021-05-02 00:00:00,0.153950988,8.251216906,1.033132416,0.008675464,62627.92407
1930,48,Other,New Michaelside,Low,"Sound technician, broadcasting/film/video",Master,Married,3,Branch,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,97,1,TRUE,FALSE,0.909547658,6,1,570,292.5291702,166440,2021-07-03,2021-05-01,4.572091567,1.50753449,1.65406473,10,83,2021-05-11,5,0.801834372,4.687014533,Positive,International Transfers,Customer Service,Low,69.64371188,921.3874028,925885,15.92374113,2022-09-05,Credit,2021-07-03 00:00:00,0.954505867,5.736277311,17.21070051,0.701717456,57085.75898
1931,28,Other,South Kaylee,Low,Armed forces training and education officer,Master,Married,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,2,TRUE,TRUE,0.39079796,3,6,995,133.1535073,132335,2022-04-21,2021-04-17,4.031028938,4.387461513,1.804582391,7,-81,2022-08-13,15,0.694877092,1.775128815,Positive,Investment Analytics,App Issues,Medium,47.58153626,502.9250724,978673,27.77314909,2023-02-01,Transfer,2022-04-21 00:00:00,0.036058966,5.604860619,16.42269226,0.144198003,66200.60831
1932,69,F,West Brian,Medium,Personal assistant,Bachelor,Married,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,34,2,TRUE,TRUE,0.254021585,0,3,509,822.2314799,418398,2021-03-18,2022-11-13,2.10224526,2.372181841,4.610132527,3,29,2023-08-02,9,0.526021385,4.08542341,Positive,Investment Analytics,Transaction Delays,High,37.42990457,703.3352272,63612,25.58378213,2022-10-20,Credit,2021-03-18 00:00:00,0.119234147,9.488656948,19.14124834,0.251277081,87876.96657
1933,32,Other,Port Edwardfort,Low,Public relations account executive,Master,Widowed,3,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,6,TRUE,TRUE,0.307045379,18,6,836,835.2723255,698060,2021-12-25,2022-04-26,4.808014556,2.948951884,3.103844318,9,-28,2023-05-12,2,0.910523643,3.715419623,Negative,,Fees,Low,44.86912169,816.2215678,958349,2.137463206,2023-12-27,Debit,2021-12-25 00:00:00,0.950751081,3.181237168,6.063243179,0.673110915,68314.23884
1934,24,M,Thompsonton,Premium,IT consultant,PhD,Divorced,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,84,4,FALSE,FALSE,0.980167803,17,4,778,350.2131837,272300,2023-05-06,2023-08-23,4.624574919,4.972805374,3.476278039,7,-56,2022-11-05,5,0.668526775,4.855280114,Neutral,Mobile Deposit,Transaction Delays,High,89.61575234,79.31619644,12554,12.25424615,2023-12-05,Debit,2023-05-06 00:00:00,0.577333649,7.779016937,6.192196873,0.973325595,67163.53001
1935,45,M,Lake Michaelborough,Medium,Public librarian,High School,Married,3,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,87,7,FALSE,TRUE,0.407064553,6,4,435,342.5634135,148770,2021-12-27,2022-12-27,1.852907427,3.712068214,1.537181141,1,-86,2023-03-08,1,0.529889361,2.16325913,Negative,Investment Analytics,Fees,Medium,87.0595309,366.8874048,168116,17.5649103,2022-02-18,Transfer,2021-12-27 00:00:00,0.991275482,8.708940627,11.16057017,0.932613367,43542.26286
1936,68,F,Kingmouth,Medium,Chief Financial Officer,PhD,Divorced,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,79,8,TRUE,TRUE,0.9119301,15,8,326,815.3192832,265690,2021-03-16,2021-04-04,2.596697723,3.886803011,1.82425396,2,29,2023-09-02,3,0.526502625,3.743641351,Negative,International Transfers,Fees,High,28.01592948,981.4847286,132219,23.54865942,2021-07-10,Credit,2021-03-16 00:00:00,0.385265548,8.538150895,14.73568918,0.980860472,37295.22335
1937,75,M,North Joyside,Premium,Education administrator,PhD,Widowed,2,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,2,FALSE,TRUE,0.059023685,16,4,769,166.089877,127654,2023-03-25,2021-01-11,1.189414621,2.125250731,1.392932526,5,92,2021-01-26,6,0.543769002,1.118228845,Positive,International Transfers,App Issues,Medium,55.62530674,31.10698825,471601,10.77867748,2023-06-29,Debit,2023-03-25 00:00:00,0.81556973,4.351272647,8.996079607,0.042483974,60712.2265
1938,22,M,East Kristen,Medium,Energy engineer,PhD,Single,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,80,2,TRUE,TRUE,0.776796349,18,7,1,823.8323536,823,2023-10-12,2022-06-04,2.233001787,2.027986899,2.086062252,2,74,2022-12-04,11,0.932904438,1.960531673,Positive,Budgeting Tools,,Low,86.87622264,988.4192409,324376,18.45253733,2023-10-30,Transfer,2023-10-12 00:00:00,0.936904562,5.619843926,14.06183012,0.346690017,116.8618857
1939,22,M,Robertsonland,Medium,Museum/gallery conservator,Master,Widowed,2,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,5,TRUE,FALSE,0.762125936,0,6,903,105.7280113,94815,2022-01-17,2023-10-31,2.983902811,2.174946235,4.5261976,2,-16,2022-11-29,9,0.73691882,3.501146046,Positive,Investment Analytics,Fees,Low,61.42123904,789.2988569,852446,13.10936,2022-10-11,Credit,2022-01-17 00:00:00,0.808813161,4.276472806,7.648545778,0.023617213,15418.95752
1940,25,M,Lake Sean,High,"Surveyor, quantity",Bachelor,Married,2,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,17,4,FALSE,TRUE,0.650986599,15,3,592,301.7971552,178192,2022-08-16,2023-02-20,1.253721905,3.392237909,4.55459846,6,-28,2022-10-17,12,0.936396367,4.882050212,Negative,Investment Analytics,Fees,Low,4.419318426,121.2244865,943806,3.71638241,2023-06-30,Credit,2022-08-16 00:00:00,0.306706135,0.74668953,12.23805877,0.786398045,35691.02123
1941,81,Other,Robertmouth,Medium,Chartered certified accountant,Master,Married,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,57,2,TRUE,FALSE,0.121118258,19,7,216,508.758252,109728,2021-03-18,2022-09-12,2.347106016,4.749820064,3.694358057,6,-60,2022-12-11,18,0.874410687,2.59629109,Neutral,Budgeting Tools,Fees,Low,66.77503219,535.3980167,392052,29.8492198,2022-03-31,Credit,2021-03-18 00:00:00,0.246356342,9.196046294,1.866793346,0.558892704,16717.70373
1942,27,M,Port Daniel,Medium,Hydrographic surveyor,High School,Widowed,2,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,47,9,TRUE,TRUE,0.981399277,6,6,896,129.507522,115584,2021-01-19,2023-03-20,1.603265107,3.741290548,4.502739838,10,-10,2023-06-30,7,0.5070293,3.657413209,Positive,Budgeting Tools,Customer Service,High,2.945000912,941.4949731,226832,20.3675731,2021-07-29,Transfer,2021-01-19 00:00:00,0.319958539,7.260209973,2.170213895,0.010763314,78897.65483
1943,55,F,North Joel,High,"Therapist, nutritional",Master,Divorced,7,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,10,9,TRUE,FALSE,0.212779564,6,3,516,83.91122122,42828,2022-09-04,2023-01-30,4.6941389,2.149396104,1.76376641,9,65,2021-11-07,16,0.652395459,1.294346985,Negative,Budgeting Tools,Fees,High,77.9548039,794.5135976,942369,8.837224533,2023-12-12,Transfer,2022-09-04 00:00:00,0.853278419,8.074701356,1.602050285,0.770347233,37278.44052
1944,25,F,Kanefurt,High,Operational researcher,Master,Married,5,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,2,4,FALSE,FALSE,0.709712081,14,5,272,277.3330987,75344,2021-08-08,2021-09-28,4.317980647,3.567411745,1.591971524,6,-49,2023-08-05,7,0.761169733,1.045560644,Positive,,Transaction Delays,High,37.93947362,785.1403699,437711,19.68724399,2023-03-08,Debit,2021-08-08 00:00:00,0.208186443,2.319745237,2.140558808,0.214937287,85541.87556
1945,42,M,North Thomas,High,"Chemist, analytical",Master,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,2,FALSE,FALSE,0.751476197,1,6,711,590.374794,419490,2022-11-18,2021-03-26,4.065374135,1.555761109,4.062013647,2,20,2023-10-19,17,0.514908262,1.600303116,Neutral,Budgeting Tools,Transaction Delays,High,19.29161692,739.2535659,994158,8.210980454,2023-03-08,Transfer,2022-11-18 00:00:00,0.135050553,5.806066541,0.504752116,0.235827398,98770.02677
1946,83,F,Brownchester,Premium,Chartered accountant,Master,Widowed,6,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,3,FALSE,TRUE,0.759918918,12,9,370,815.1813511,301550,2022-08-06,2022-01-03,4.098014745,2.707782098,4.958596124,1,-51,2022-03-08,19,0.979157479,3.32563393,Neutral,Investment Analytics,Customer Service,High,60.30619475,51.06590995,614769,21.58708171,2023-08-24,Transfer,2022-08-06 00:00:00,0.534424809,1.475002065,8.96684949,0.604449501,86983.09396
1947,67,M,East Sarah,High,"Designer, industrial/product",PhD,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,15,8,FALSE,FALSE,0.82600501,1,6,537,735.0887457,394695,2023-07-20,2022-06-18,1.057448084,4.554622914,3.870579615,6,-81,2023-12-27,7,0.954703244,4.238582338,Neutral,International Transfers,App Issues,Low,45.27282297,604.8560407,935919,7.076787813,2023-08-01,Transfer,2023-07-20 00:00:00,0.174335223,7.645259427,6.455603268,0.026442312,38583.13895
1948,84,F,Thompsonstad,High,Sales promotion account executive,Bachelor,Widowed,3,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,40,8,TRUE,TRUE,0.989124081,16,7,911,552.055101,502872,2023-12-10,2021-12-14,3.409663295,1.99571305,1.148107021,5,-15,2021-12-15,15,0.617943466,2.451912138,Negative,Investment Analytics,,Medium,30.23201657,311.4097323,247786,29.08304413,2023-12-30,Debit,2023-12-10 00:00:00,0.253555317,2.135160766,17.81084416,0.723731389,89063.10331
1949,66,F,South Jennifer,High,Restaurant manager,High School,Widowed,6,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,64,7,FALSE,FALSE,0.095990103,1,8,393,664.4977934,260952,2023-10-09,2023-10-29,3.363435501,3.232449436,1.73550002,8,-84,2023-03-10,15,0.682938578,3.801491851,Neutral,International Transfers,Fees,Low,54.70395258,201.6979179,91478,16.35489669,2023-10-09,Debit,2023-10-09 00:00:00,0.311918558,5.42294724,14.64135872,0.323764243,36093.0718
1950,53,M,Theresaborough,Low,Therapeutic radiographer,High School,Divorced,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,4,FALSE,FALSE,0.472189148,14,4,779,542.0602686,422218,2021-10-02,2023-10-07,4.970326837,1.307915084,1.990020054,5,-39,2022-06-08,9,0.863393258,2.905878637,Positive,,Fees,Low,29.16322477,382.1862521,962767,24.14550007,2021-12-20,Transfer,2021-10-02 00:00:00,0.005824796,3.878555099,7.296104992,0.431184625,57114.11817
1951,58,M,Davidshire,Medium,Geophysicist/field seismologist,High School,Divorced,2,Branch,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,42,1,TRUE,TRUE,0.974840536,13,1,199,545.7178231,108455,2023-10-30,2022-11-26,3.530174762,1.350281116,2.69102639,8,-51,2023-04-06,12,0.508600207,4.273093969,Positive,Mobile Deposit,,High,3.887625807,789.9842849,304328,21.18873124,2023-11-05,Debit,2023-10-30 00:00:00,0.743505881,9.030806202,8.733180684,0.014981613,95003.94902
1952,79,Other,West Derekmouth,High,Diagnostic radiographer,Master,Single,5,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,90,9,FALSE,FALSE,0.882085314,15,9,53,25.86262029,1325,2023-08-17,2023-08-17,3.602304794,1.275714925,1.883775702,2,-35,2021-03-08,4,0.612453152,1.416331878,Negative,Budgeting Tools,Fees,Low,67.35955384,135.5246201,301956,26.04947367,2023-11-09,Transfer,2023-08-17 00:00:00,0.669475236,4.586792089,11.11937804,0.230123767,92494.01913
1953,27,M,Barnesmouth,Medium,Tourism officer,High School,Widowed,1,Referral,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,30,7,TRUE,FALSE,0.990620383,10,4,551,389.2718137,214339,2022-07-13,2021-09-28,2.523220332,1.839550709,1.242515341,6,-38,2021-06-10,11,0.756430696,3.336204339,Neutral,International Transfers,,High,3.197110436,327.1704392,739600,25.07177876,2023-05-07,Debit,2022-07-13 00:00:00,0.567645021,3.05827372,15.76906519,0.594968257,40034.10411
1954,38,M,West Cassandra,Low,Pharmacologist,PhD,Divorced,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,1,TRUE,TRUE,0.582434556,11,6,983,563.1800855,553429,2022-01-30,2021-07-03,3.001519278,2.822727264,2.033311198,6,-22,2023-09-24,14,0.681488979,4.726151254,Neutral,,Customer Service,High,54.86971604,360.1381462,353171,1.80255,2023-03-06,Debit,2022-01-30 00:00:00,0.932246444,0.18749694,6.391443632,0.346942489,12876.49172
1955,53,Other,New Tara,Medium,"Surveyor, minerals",Bachelor,Married,2,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,5,TRUE,FALSE,0.672849365,8,2,643,598.3295381,384514,2021-08-19,2022-10-12,2.581093849,4.659436231,2.403899609,6,12,2022-12-09,5,0.555208618,1.354332795,Positive,Mobile Deposit,,High,70.05640779,134.532558,583704,8.868897685,2021-12-09,Transfer,2021-08-19 00:00:00,0.860747948,6.271990895,11.37012629,0.480506325,85044.99047
1956,29,M,North Robert,Medium,Retail merchandiser,Master,Single,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,26,3,FALSE,FALSE,0.263803354,6,9,711,512.66568,364032,2022-11-09,2023-12-23,4.645831276,2.393172364,2.134442159,7,36,2021-06-20,8,0.777448379,2.052530535,Positive,,Customer Service,Medium,11.53633097,145.0346538,463252,16.73047295,2023-07-10,Transfer,2022-11-09 00:00:00,0.954321549,5.047624701,8.8073691,0.422860224,69660.86631
1957,19,M,Atkinsborough,Medium,Dentist,Master,Widowed,5,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,8,2,TRUE,TRUE,0.458330175,10,4,515,701.2004321,361015,2021-11-29,2023-06-06,1.811455564,3.526272626,1.111217949,10,60,2022-03-02,2,0.911150861,2.092578349,Neutral,Investment Analytics,Fees,Low,16.16729624,224.0568197,383284,24.98360981,2022-11-17,Credit,2021-11-29 00:00:00,0.795873457,6.727279009,1.896172361,0.461318626,63531.4434
1958,30,Other,Hoodview,High,"Psychologist, educational",PhD,Divorced,1,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,3,FALSE,TRUE,0.020948804,18,5,908,374.5959354,339592,2023-07-29,2021-10-18,1.601598214,3.22386425,4.71045175,2,72,2023-12-21,16,0.615581497,3.611472693,Negative,Investment Analytics,Fees,Low,96.80166655,633.7061453,830453,26.28397952,2023-12-11,Transfer,2023-07-29 00:00:00,0.487089108,5.803343051,16.38746832,0.237410467,49824.09371
1959,70,M,Lake Ronniebury,Premium,"Nurse, children's",High School,Single,1,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,35,6,FALSE,FALSE,0.719720796,3,5,515,151.5198744,77765,2022-06-11,2022-06-18,4.987654938,1.581301827,3.165560881,5,60,2023-01-27,9,0.611301481,4.124904333,Negative,,App Issues,Low,47.58007006,428.0145079,747656,11.99168538,2022-08-11,Credit,2022-06-11 00:00:00,0.437283369,7.590845589,3.144281566,0.03991169,21013.95925
1960,49,M,West Ryan,High,Technical sales engineer,Master,Single,4,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,59,7,FALSE,TRUE,0.925877377,4,3,327,41.57430338,13407,2022-01-17,2021-08-28,4.723301768,2.899935803,4.394198465,7,31,2022-09-15,1,0.535360249,3.559074007,Negative,International Transfers,Transaction Delays,Low,82.66945099,998.4188331,62311,22.51447591,2023-07-24,Transfer,2022-01-17 00:00:00,0.946360079,1.128342111,11.48340903,0.33156665,27098.88433
1961,33,Other,New Sophia,High,Publishing rights manager,Master,Married,2,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,90,9,TRUE,TRUE,0.112149288,1,2,23,574.3169112,13202,2021-01-29,2022-10-04,3.372177755,1.55983195,1.061727185,3,22,2022-08-21,6,0.777141349,2.790394809,Neutral,Mobile Deposit,,Low,94.81504898,166.3971393,83718,19.27010147,2021-05-08,Debit,2021-01-29 00:00:00,0.67717214,0.311404682,11.82920144,0.348466979,20015.07468
1962,49,Other,South Tinaton,Medium,Arts administrator,PhD,Single,7,Branch,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,56,7,TRUE,TRUE,0.454377925,15,3,934,502.2623289,468868,2022-11-22,2021-04-01,4.091169707,2.236565928,4.188286312,5,92,2022-10-08,3,0.702341559,2.002120293,Neutral,Investment Analytics,App Issues,High,78.71900171,81.5400624,802460,27.50364899,2023-03-12,Debit,2022-11-22 00:00:00,0.248341535,3.058821895,4.037739642,0.602854377,56267.77765
1963,49,F,Quinnhaven,Medium,"Geologist, engineering",PhD,Widowed,3,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,46,1,FALSE,FALSE,0.623167348,8,0,463,243.5429464,112509,2022-08-28,2021-09-19,1.44394492,1.403119906,3.817776663,6,36,2023-07-14,9,0.815986378,4.715693879,Neutral,Mobile Deposit,Transaction Delays,High,94.97976991,965.9833022,936116,25.9999832,2023-12-28,Debit,2022-08-28 00:00:00,0.765753042,8.547325558,15.31369187,0.959430959,31674.83425
1964,28,M,South Amandafort,Medium,Armed forces logistics/support/administrative officer,High School,Divorced,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,7,FALSE,TRUE,0.632178235,14,7,215,229.314595,49235,2022-01-31,2023-10-20,4.073402603,1.866209376,4.908392762,10,99,2023-08-16,6,0.517358281,1.725108184,Negative,,Customer Service,Medium,88.83477998,686.7658979,509336,7.398755674,2023-07-21,Credit,2022-01-31 00:00:00,0.986517944,9.542123974,2.448942407,0.269701886,20901.54033
1965,27,F,South Tylerland,High,Theatre stage manager,Bachelor,Single,2,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,90,1,TRUE,TRUE,0.306531662,13,2,890,585.5547527,520650,2021-12-26,2022-07-30,2.859485189,2.487551653,1.458675947,3,-8,2021-03-02,11,0.820033166,4.076763729,Neutral,International Transfers,App Issues,High,64.33977784,165.6342914,487892,10.29275993,2023-05-31,Debit,2021-12-26 00:00:00,0.373782466,2.369513857,2.204783047,0.464295555,84133.51272
1966,32,F,Lake Jessicaborough,Low,Marine scientist,Bachelor,Single,3,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,67,8,TRUE,TRUE,0.01978466,15,3,42,115.8164255,4830,2023-04-11,2023-01-09,4.308085001,3.498083263,3.570606398,8,3,2021-11-16,14,0.965897207,1.62789684,Neutral,Investment Analytics,App Issues,Medium,51.73651517,798.3966868,465627,8.234761688,2023-04-29,Debit,2023-04-11 00:00:00,0.937772639,3.492729489,2.264369851,0.317469535,56436.23622
1967,34,Other,West Kenneth,Medium,Estate manager/land agent,High School,Widowed,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,50,2,TRUE,TRUE,0.887815211,5,8,133,144.5362812,19152,2023-05-26,2023-05-31,3.062349488,1.551138672,1.08473545,7,18,2021-12-08,15,0.910915698,2.691407225,Neutral,Mobile Deposit,Fees,High,81.45701789,403.7198904,787059,15.53563456,2023-08-07,Debit,2023-05-26 00:00:00,0.25903684,9.673783877,18.10963784,0.262430022,50590.0629
1968,57,M,North Timothyport,High,Commercial/residential surveyor,Bachelor,Married,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,57,2,TRUE,FALSE,0.091777065,0,9,41,256.3003615,10496,2023-11-22,2022-08-03,3.907008019,3.379053612,2.427958109,10,-27,2022-12-22,2,0.672653697,2.205373732,Neutral,Investment Analytics,App Issues,Low,86.5238479,723.3558713,207398,2.020923072,2023-12-08,Debit,2023-11-22 00:00:00,0.471567913,3.125856506,8.929617798,0.721984414,15992.37315
1969,35,M,Lake Stephen,Medium,Further education lecturer,PhD,Married,2,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,1,TRUE,FALSE,0.177679737,17,8,369,885.798405,326565,2022-11-03,2022-06-24,2.35758829,1.970258538,3.54304244,1,20,2023-06-03,0,0.555277934,2.149154746,Positive,International Transfers,,Medium,93.43448734,396.0179024,878262,10.83268268,2023-09-25,Credit,2022-11-03 00:00:00,0.926614096,6.237955857,5.05543091,0.031682492,49017.52013
1970,72,Other,South Stevenberg,Premium,Chartered management accountant,PhD,Divorced,5,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,58,9,FALSE,TRUE,0.962787268,14,5,437,708.093558,309396,2021-06-27,2022-06-25,3.927098497,1.264951298,4.728347427,5,50,2023-05-01,14,0.769227614,2.224067607,Negative,Mobile Deposit,Customer Service,High,22.55646742,650.0274013,265824,27.73618311,2021-09-04,Credit,2021-06-27 00:00:00,0.166694524,2.373432188,3.739453742,0.791340648,46525.41405
1971,42,F,Lopezstad,High,Telecommunications researcher,PhD,Widowed,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,75,8,FALSE,FALSE,0.50037327,19,3,574,561.956172,322014,2023-04-01,2023-11-25,2.087531132,4.671330326,1.331631609,3,6,2021-02-17,14,0.641897924,4.301465865,Positive,Investment Analytics,,Medium,71.9019696,700.5244596,441974,22.97596041,2023-05-02,Debit,2023-04-01 00:00:00,0.047564752,8.605385162,16.57008791,0.83393875,96068.30593
1972,76,Other,Padillatown,Medium,Pharmacologist,Bachelor,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,9,FALSE,TRUE,0.874036932,11,7,477,375.4742878,178875,2021-07-15,2022-10-04,4.817481707,1.202306092,2.957001101,9,26,2022-08-05,10,0.50538732,1.927649411,Negative,International Transfers,,Medium,97.87383118,54.22278189,100329,9.937097957,2022-04-29,Debit,2021-07-15 00:00:00,0.833625461,7.194969912,13.27267259,0.68758502,87678.55891
1973,39,M,South Patriciamouth,Medium,"Clinical scientist, histocompatibility and immunogenetics",Bachelor,Divorced,1,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,14,8,TRUE,FALSE,0.896945554,7,6,339,423.4284073,143397,2022-01-14,2023-06-12,3.681677306,4.368199871,1.953534411,4,-100,2023-10-03,1,0.704330242,1.900918248,Negative,International Transfers,Fees,Low,54.19756687,197.8776861,734774,13.23904512,2022-03-17,Transfer,2022-01-14 00:00:00,0.877259848,1.677354501,5.063380867,0.269553274,94421.70999
1974,47,Other,West Ronaldview,High,Marine scientist,Master,Divorced,3,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,93,4,TRUE,FALSE,0.989443286,8,5,382,180.178926,68760,2021-10-15,2021-12-04,2.913864799,3.877237688,1.86496018,2,11,2022-04-26,3,0.769979528,2.329647072,Neutral,Investment Analytics,Customer Service,Low,88.43696441,589.9106764,822543,21.32638265,2022-07-20,Debit,2021-10-15 00:00:00,0.008199022,5.499944461,1.687347004,0.926813564,19537.40881
1975,61,M,Port Gail,Medium,Physiotherapist,Master,Married,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,9,FALSE,TRUE,0.040701393,0,5,408,842.1986008,343536,2023-09-05,2022-10-09,3.423961565,2.162933684,3.753225005,5,43,2023-02-08,16,0.887737963,3.599838013,Positive,International Transfers,Transaction Delays,Medium,54.55967973,54.72703714,704030,27.97376001,2023-10-05,Transfer,2023-09-05 00:00:00,0.705163651,4.555113445,12.72889841,0.654228111,9963.84688
1976,49,F,Jillton,Low,Armed forces operational officer,Master,Widowed,3,Branch,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,71,8,FALSE,TRUE,0.053000192,15,8,983,190.1020617,186770,2022-10-25,2023-10-04,3.465757559,3.871377015,1.109080435,1,-31,2021-09-27,11,0.989864362,3.216158209,Neutral,,Transaction Delays,High,61.83948928,289.8935425,605754,23.15472503,2022-11-26,Debit,2022-10-25 00:00:00,0.367799975,7.702417972,9.16133096,0.972636748,10923.30508
1977,68,M,Pamelaville,Medium,"Research officer, trade union",Bachelor,Single,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,91,1,TRUE,TRUE,0.190722083,13,3,540,763.0196442,412020,2022-05-24,2021-11-06,4.418528732,2.051196513,3.527058505,1,46,2023-02-15,15,0.933308384,2.698804487,Positive,,Transaction Delays,High,41.04984672,876.9100415,561520,29.39573687,2023-05-15,Credit,2022-05-24 00:00:00,0.354776857,7.276432914,16.12477866,0.37661546,8679.429455
1978,63,F,Diazton,Premium,Sub,Master,Married,2,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,94,5,TRUE,TRUE,0.656398301,11,5,337,247.0790368,83239,2021-01-14,2023-06-21,3.233064809,4.175775166,1.649513946,7,61,2021-09-10,0,0.770762839,4.758709429,Negative,International Transfers,Customer Service,Medium,24.69654479,775.4978505,738124,29.77320021,2023-04-24,Debit,2021-01-14 00:00:00,0.400088331,6.919591228,9.115608278,0.825142887,43042.0731
1979,38,F,Michaelside,Medium,Fish farm manager,PhD,Single,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,9,FALSE,TRUE,0.261965901,14,1,9,759.0564825,6831,2022-06-19,2021-04-19,3.254092416,1.402079061,1.058982233,4,12,2021-07-18,9,0.903355755,1.687381971,Negative,Mobile Deposit,Customer Service,High,77.48870162,787.3852145,669504,5.760916847,2023-07-18,Credit,2022-06-19 00:00:00,0.20217817,7.058705042,7.583709306,0.217681209,3667.263159
1980,49,M,New Jennaborough,Premium,"Editor, film/video",Bachelor,Single,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,78,8,FALSE,FALSE,0.495624991,7,8,445,310.9311759,137950,2023-02-25,2022-01-22,3.346943545,1.128817308,3.174864085,6,-20,2023-03-22,12,0.914602337,1.481473235,Positive,Budgeting Tools,Transaction Delays,Medium,36.27505269,41.09006823,959138,0.775376536,2023-11-12,Credit,2023-02-25 00:00:00,0.501912897,8.931625526,18.04601961,0.888142597,9334.764005
1981,56,M,West John,High,Ranger/warden,High School,Widowed,6,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,60,1,FALSE,TRUE,0.786357466,3,6,437,981.4458766,428697,2022-04-28,2021-11-01,4.092377404,1.552981193,1.449571046,4,-41,2022-03-24,17,0.983355576,1.706491304,Negative,International Transfers,Customer Service,Low,84.69340019,456.1629361,428834,25.13344428,2023-04-11,Credit,2022-04-28 00:00:00,0.600188757,7.717292459,13.82211912,0.782202494,74640.21266
1982,29,F,Lake Timothyshire,Low,Herpetologist,Bachelor,Widowed,2,Branch,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,39,6,TRUE,TRUE,0.185791801,4,7,657,920.7188221,604440,2023-07-04,2021-04-22,2.964687713,3.875728337,3.245940549,7,-38,2022-03-09,14,0.623479508,3.424641728,Positive,International Transfers,App Issues,High,86.29922134,850.74291,706158,26.77663069,2023-07-23,Transfer,2023-07-04 00:00:00,0.215223902,5.579384058,6.522632409,0.895685101,16959.34206
1983,64,Other,Port Julie,High,Surgeon,Master,Divorced,1,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,42,6,TRUE,FALSE,0.285884562,13,1,65,877.5238203,57005,2022-07-01,2022-04-16,1.852290356,4.870374916,2.121926382,9,87,2021-08-15,9,0.625920022,4.154912508,Negative,International Transfers,Customer Service,Medium,38.32830128,255.3637273,336416,13.60471983,2023-02-04,Credit,2022-07-01 00:00:00,0.817922012,8.844332782,2.905826747,0.781302896,22460.13654
1984,35,M,West Michael,Medium,"Surveyor, insurance",Bachelor,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,2,FALSE,TRUE,0.72752564,6,4,872,189.3457911,164808,2022-11-07,2022-01-11,2.672211781,3.611667266,2.115274798,9,-52,2022-08-16,14,0.609278038,3.980936117,Negative,,Fees,Medium,15.21922374,928.2741216,529109,1.939387495,2023-04-25,Credit,2022-11-07 00:00:00,0.70967492,3.521206175,11.34403922,0.256561594,20886.79176
1985,38,F,Wesleychester,Medium,Environmental manager,Master,Divorced,3,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,71,2,TRUE,FALSE,0.007685872,14,8,905,93.02350038,84165,2022-09-11,2021-03-15,2.501943219,4.507197892,4.221484857,4,-26,2022-01-01,3,0.950596872,4.642086752,Neutral,,Fees,High,41.97877953,30.68928427,962732,5.102934985,2022-12-17,Debit,2022-09-11 00:00:00,0.922615412,8.742248852,18.39386027,0.233421625,61212.89643
1986,30,F,Brianstad,High,"Lecturer, further education",Master,Married,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,1,FALSE,FALSE,0.757380436,18,2,744,964.5245192,717216,2021-01-24,2023-08-22,1.234727471,1.106920877,3.847233975,4,-8,2021-11-22,4,0.842027939,3.929640507,Positive,,,Medium,18.09233391,771.2724684,962214,3.479555281,2023-12-29,Credit,2021-01-24 00:00:00,0.227713711,6.107404012,3.868024344,0.089842147,8331.259448
1987,38,Other,Shaunhaven,High,Multimedia programmer,High School,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,6,FALSE,TRUE,0.676278165,13,6,454,441.3737054,200214,2022-06-20,2022-06-17,4.199255568,2.642170229,4.310920408,3,-41,2023-04-02,6,0.569935303,4.999223128,Positive,International Transfers,Transaction Delays,Medium,70.55815361,33.87823883,785215,5.329191854,2022-10-03,Debit,2022-06-20 00:00:00,0.403457458,8.175795174,11.73433423,0.508491089,81867.08252
1988,25,M,South Jenniferside,Low,Manufacturing systems engineer,High School,Widowed,6,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,9,TRUE,TRUE,0.129586067,6,4,271,876.9972356,237396,2023-01-07,2021-12-01,4.345169509,3.302598035,2.699992504,3,-73,2023-04-17,12,0.980670532,3.197863833,Positive,Investment Analytics,App Issues,High,39.47616755,357.2581942,896606,2.447506443,2023-05-27,Credit,2023-01-07 00:00:00,0.161603469,7.046480619,13.2240753,0.466500493,55852.69325
1989,63,F,Shannonstad,Premium,Clinical biochemist,PhD,Married,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,11,8,FALSE,TRUE,0.243858173,5,5,623,492.0677989,306516,2022-04-29,2023-08-15,2.068988312,2.621071555,1.449395109,5,-24,2022-12-22,14,0.802723262,4.979412132,Negative,International Transfers,Transaction Delays,Medium,75.70718022,993.9371667,104109,3.505864197,2023-10-08,Debit,2022-04-29 00:00:00,0.042063448,2.860771107,7.372097371,0.221800623,366.7021732
1990,24,Other,East Patriciamouth,High,Psychiatrist,Master,Divorced,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,73,5,FALSE,FALSE,0.015404313,1,4,262,652.671507,170824,2021-05-08,2023-06-13,2.295985418,3.857914891,4.054054234,4,31,2022-03-22,11,0.501052903,3.149979839,Negative,Mobile Deposit,App Issues,High,48.94354422,587.7708251,266880,21.19941795,2023-02-28,Credit,2021-05-08 00:00:00,0.353289774,9.942432687,0.823311115,0.545955175,95424.0506
1991,40,F,North Peterburgh,Premium,Telecommunications researcher,Bachelor,Widowed,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,8,FALSE,TRUE,0.581413246,8,5,373,757.8686147,282361,2021-08-31,2021-08-26,2.283792289,1.886334383,4.468668585,1,79,2023-05-07,18,0.718315122,1.322831181,Neutral,Investment Analytics,Customer Service,Medium,10.52884508,853.9595694,598326,1.0036617,2022-04-10,Transfer,2021-08-31 00:00:00,0.09908139,2.829853613,15.56102469,0.184976248,3695.892837
1992,39,M,Susanland,Medium,Occupational therapist,High School,Single,1,Online,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,50,2,FALSE,FALSE,0.397093358,17,8,495,539.3423196,266805,2023-08-12,2023-10-11,3.069058833,2.050444783,3.351632756,5,-21,2022-07-26,0,0.88640369,4.21774372,Negative,Budgeting Tools,Fees,Medium,20.56521839,369.5988389,994663,25.91894092,2023-12-12,Transfer,2023-08-12 00:00:00,0.671678666,5.446126137,9.755105183,0.389522813,37511.99172
1993,39,Other,East Joshuaberg,Premium,"Education officer, environmental",High School,Married,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,6,TRUE,TRUE,0.423433166,14,6,914,937.6956658,856418,2022-09-21,2021-03-25,2.876293457,3.028553908,1.881668487,6,-47,2022-10-17,17,0.655144849,4.544300102,Neutral,,Customer Service,Medium,91.33557088,921.5505329,977118,25.00352244,2023-02-26,Credit,2022-09-21 00:00:00,0.41335231,2.798940823,18.45402402,0.160051867,17452.18463
1994,46,F,Hernandezborough,Medium,"Horticulturist, commercial",Master,Widowed,2,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,2,TRUE,TRUE,0.103184942,14,0,374,57.51597976,21318,2021-11-24,2023-06-24,4.547213211,3.657561153,4.067172845,2,61,2023-01-14,5,0.835555708,2.792836159,Negative,Mobile Deposit,,Medium,36.93130728,399.5782352,989835,18.5636925,2023-03-08,Transfer,2021-11-24 00:00:00,0.85271459,4.616863901,16.02380393,0.758602873,54248.04737
1995,30,Other,West Robertside,Low,Armed forces technical officer,Bachelor,Widowed,7,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,91,8,FALSE,FALSE,0.352309241,9,8,984,836.5875927,822624,2023-04-11,2023-01-01,2.974314772,1.521775997,1.176918615,1,-85,2021-08-05,12,0.85901589,1.595430107,Negative,Budgeting Tools,Customer Service,Medium,49.56209813,312.6186466,85474,27.51626921,2023-09-21,Credit,2023-04-11 00:00:00,0.441339394,6.143672619,2.18073743,0.760178644,45896.95134
1996,19,M,South Michael,High,Trade union research officer,High School,Married,7,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,2,FALSE,FALSE,0.918998216,2,1,486,690.9209674,335340,2023-10-27,2023-09-21,1.711646394,2.201013703,2.375428035,5,-17,2022-10-13,6,0.914286543,4.747287064,Negative,International Transfers,Transaction Delays,High,28.01803765,817.5888569,299251,2.679160504,2023-12-11,Debit,2023-10-27 00:00:00,0.985470194,2.184835001,18.29795814,0.873100565,68076.5984
1997,46,Other,Rojastown,High,"Pharmacist, community",High School,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,5,TRUE,FALSE,0.064736316,3,3,759,337.3539977,255783,2022-09-29,2023-07-27,3.990066409,2.123643434,2.56324317,7,1,2023-10-26,2,0.790226994,4.605018593,Neutral,,Customer Service,Medium,42.61686466,710.9675788,205986,7.672752604,2023-06-14,Transfer,2022-09-29 00:00:00,0.647490213,5.287143541,6.104282925,0.536161883,78428.34429
1998,69,M,Jaimetown,Medium,Heritage manager,Bachelor,Divorced,3,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,12,7,TRUE,TRUE,0.974958126,1,3,626,475.49332,297350,2021-08-29,2023-10-07,4.472918211,2.937083907,2.326192525,9,-66,2023-12-27,11,0.595771248,2.051592023,Negative,,Customer Service,High,37.42375901,951.5768111,485756,14.40783204,2021-10-19,Debit,2021-08-29 00:00:00,0.708646946,8.296027023,16.95617812,0.629672676,62010.72566
1999,44,F,Port Stacey,Medium,Travel agency manager,High School,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,56,7,FALSE,FALSE,0.848009639,6,4,114,477.1679976,54378,2022-08-28,2021-08-19,3.437914312,4.857115045,4.77934961,1,-65,2023-03-15,4,0.921113985,1.680803968,Neutral,International Transfers,,Low,14.49759585,388.7109485,672134,4.099827769,2022-12-06,Debit,2022-08-28 00:00:00,0.879817385,8.828214273,12.52679783,0.636781033,47253.90738
2000,67,M,Robertmouth,Low,Mudlogger,Bachelor,Divorced,7,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,97,4,FALSE,TRUE,0.20298989,0,9,222,52.61648219,11544,2023-01-23,2021-10-31,4.05831379,2.564123198,4.328974824,3,-20,2022-04-07,1,0.591648085,1.374801209,Positive,International Transfers,Transaction Delays,High,85.6309948,990.9468971,546889,18.79659361,2023-02-13,Debit,2023-01-23 00:00:00,0.070965669,2.891461466,10.53534434,0.171021116,75658.49867
2001,40,F,Toddhaven,High,Music therapist,Master,Divorced,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,45,8,FALSE,TRUE,0.705421899,11,3,723,539.883407,389697,2022-03-29,2021-09-11,1.897927112,4.435112943,3.121606066,6,64,2023-04-08,19,0.729262491,1.886102119,Neutral,International Transfers,App Issues,Low,84.3607335,203.9600405,367537,24.99907226,2023-12-28,Transfer,2022-03-29 00:00:00,0.556119869,1.567274625,16.68321198,0.380111898,84724.81986
2002,61,F,Ellisshire,Medium,Sports coach,High School,Married,6,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,19,7,TRUE,FALSE,0.09094656,4,7,570,75.40270731,42750,2022-03-25,2022-12-17,4.599155205,2.602703308,4.740583335,10,-14,2023-10-11,7,0.544982911,4.297087325,Positive,Budgeting Tools,Fees,Medium,59.83846355,591.7486473,624663,25.47660239,2022-04-06,Credit,2022-03-25 00:00:00,0.845438559,3.249583811,19.92437023,0.941682752,40378.71193
2003,39,M,Port Kirk,Medium,Fish farm manager,Master,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,5,TRUE,TRUE,0.159665728,15,8,348,520.9226682,180960,2021-10-01,2021-07-11,1.301068246,2.294335433,1.624250653,6,73,2023-08-09,1,0.579608554,3.331951655,Negative,Budgeting Tools,Customer Service,High,94.93673312,387.8850014,3289,9.032506804,2022-01-14,Transfer,2021-10-01 00:00:00,0.959624829,2.037832724,16.09370328,0.295947184,37326.24273
2004,60,F,Jeremystad,Medium,Geochemist,Bachelor,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,4,TRUE,TRUE,0.487961192,2,1,23,222.9785042,5106,2023-09-07,2022-02-22,4.596623001,1.366482187,1.385615152,7,81,2022-08-10,14,0.595913693,2.932532281,Positive,International Transfers,Customer Service,High,62.84583312,138.2481074,350057,4.500086622,2023-10-28,Credit,2023-09-07 00:00:00,0.654511648,7.283722079,14.29597295,0.586103332,4312.241437
2005,54,Other,Kaylaton,Premium,Veterinary surgeon,Master,Married,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,2,TRUE,TRUE,0.400456067,10,8,472,835.271662,394120,2021-11-10,2022-08-05,2.45575725,3.840304497,2.538731334,2,-66,2023-07-10,0,0.85974894,4.596151438,Neutral,,App Issues,Low,30.7313096,118.4213537,418160,23.34512925,2023-04-22,Transfer,2021-11-10 00:00:00,0.662719802,9.603994774,18.13940743,0.60905982,1731.390231
2006,78,F,West Justin,High,"Pilot, airline",Master,Widowed,7,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,0,2,TRUE,FALSE,0.815028724,14,1,27,78.73836211,2106,2023-07-21,2022-01-05,1.35955482,2.15452787,4.96365809,8,82,2021-11-18,1,0.609908738,2.366579752,Positive,,App Issues,Low,3.455707509,330.3271497,505144,10.63560509,2023-10-10,Credit,2023-07-21 00:00:00,0.755671544,3.188985358,4.851518565,0.744127514,88557.09309
2007,73,M,New Sandra,High,Agricultural engineer,Master,Widowed,1,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,89,4,TRUE,TRUE,0.939254968,4,2,506,302.0708489,152812,2023-02-05,2021-12-11,1.72556912,3.803725606,4.614798417,3,33,2021-12-30,2,0.756080426,2.865334605,Negative,International Transfers,App Issues,Low,41.07601288,309.8820427,6188,19.61512391,2023-08-19,Transfer,2023-02-05 00:00:00,0.274733551,3.1487065,1.828760051,0.2126727,89889.4309
2008,20,Other,Ianburgh,Premium,Geographical information systems officer,PhD,Married,7,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,2,8,TRUE,FALSE,0.942815406,5,5,845,414.4829001,349830,2023-05-02,2023-11-08,4.956493905,2.4620008,1.887644968,2,-36,2023-03-31,1,0.838730792,4.818476569,Positive,Budgeting Tools,,Low,40.29186275,329.288961,609568,2.373007871,2023-07-13,Credit,2023-05-02 00:00:00,0.543424576,7.067578295,13.88277216,0.914172082,60908.26991
2009,80,Other,East John,Medium,Production manager,Bachelor,Single,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,43,6,TRUE,FALSE,0.14700291,3,8,587,606.1310673,355722,2023-08-23,2022-07-13,2.491508985,1.063011322,4.720048394,5,26,2022-08-14,12,0.774996668,2.106056333,Neutral,,Fees,Medium,72.70421792,844.3926857,898662,14.67458925,2023-12-15,Transfer,2023-08-23 00:00:00,0.06013121,6.844678884,16.84010316,0.977404833,54699.83427
2010,36,F,West Autumnmouth,Low,Sales promotion account executive,Bachelor,Married,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,9,TRUE,TRUE,0.686228081,11,6,894,987.6445507,882378,2022-03-24,2022-03-11,4.096416573,1.63207232,3.524437902,9,3,2021-01-07,0,0.830263691,3.768389287,Positive,Budgeting Tools,Transaction Delays,Low,33.61860634,439.8783753,182776,8.963210688,2022-07-14,Credit,2022-03-24 00:00:00,0.269635217,4.362872242,7.872503681,0.534913138,94251.75312
2011,40,F,Mikeborough,Low,Insurance underwriter,Bachelor,Single,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,59,2,TRUE,TRUE,0.570786933,9,7,15,138.0872055,2070,2022-05-22,2021-01-09,2.908741987,4.109930465,2.236642082,10,92,2023-12-27,18,0.949736503,1.67211868,Negative,Budgeting Tools,,High,36.41147849,382.1846183,487336,20.34084956,2023-10-02,Transfer,2022-05-22 00:00:00,0.316823234,3.142026004,3.96099613,0.427456857,83156.49083
2012,46,M,Lake Loganstad,High,"Designer, blown glass/stained glass",Bachelor,Divorced,7,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,2,7,FALSE,TRUE,0.370230321,8,1,414,379.0440885,156906,2021-06-17,2023-12-14,3.306942294,1.86695716,4.269075465,9,-98,2022-11-16,5,0.982954703,3.217592365,Neutral,Investment Analytics,,High,44.35509442,726.5489335,110375,18.33820902,2023-10-25,Debit,2021-06-17 00:00:00,0.603272102,4.805735477,1.455973484,0.235852999,96708.35444
2013,47,Other,West Shane,Medium,Bookseller,Bachelor,Widowed,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,1,TRUE,TRUE,0.994828512,0,8,390,684.2779365,266760,2023-12-13,2022-01-05,3.546178223,1.920617628,4.426845197,4,-56,2023-08-09,5,0.842026511,4.405616035,Neutral,Mobile Deposit,App Issues,Low,51.35359596,402.8297939,918632,13.60559195,2023-12-27,Transfer,2023-12-13 00:00:00,0.997712224,7.027073096,12.49823982,0.438485847,10055.26185
2014,56,M,New Kevin,Medium,"Producer, radio",High School,Single,7,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,62,2,TRUE,FALSE,0.456045139,9,5,793,380.0671307,301340,2023-07-04,2023-05-03,3.411090492,2.333410292,1.002020687,3,78,2021-12-19,6,0.593383583,2.19362594,Neutral,Investment Analytics,,Low,88.14305763,805.1121273,37094,27.98113054,2023-11-21,Credit,2023-07-04 00:00:00,0.037473328,4.145212862,4.506742673,0.943329751,99567.79088
2015,42,F,South Sarahberg,Medium,"Administrator, arts",High School,Single,5,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,9,FALSE,FALSE,0.665331344,5,2,31,248.3927529,7688,2023-12-18,2021-06-07,4.993169151,1.738572743,1.538804074,4,-22,2021-07-21,9,0.989621954,1.70293993,Negative,Investment Analytics,Transaction Delays,Medium,24.37759149,746.3662988,898706,16.35913895,2023-12-22,Debit,2023-12-18 00:00:00,0.869180382,8.688576796,13.09617319,0.092001128,36546.73247
2016,25,Other,Reillyberg,Medium,"Designer, ceramics/pottery",High School,Divorced,3,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,30,8,FALSE,FALSE,0.502841704,13,1,779,816.7692425,635664,2023-01-11,2022-05-20,3.205727673,3.154131046,3.997640711,5,100,2023-02-25,13,0.535115916,4.498656378,Negative,Investment Analytics,Fees,High,70.91573723,500.0503784,913497,0.418982138,2023-01-29,Credit,2023-01-11 00:00:00,0.876136483,6.702856619,15.87529095,0.378109575,54070.23074
2017,75,M,Lake Amyhaven,Medium,"Surveyor, mining",Master,Widowed,5,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,99,9,FALSE,FALSE,0.102903937,10,1,836,195.4892043,163020,2021-06-09,2023-10-18,3.485169985,3.056404531,3.448447647,7,-3,2023-05-07,9,0.963867488,1.716781784,Positive,International Transfers,Transaction Delays,Low,98.93301241,964.0865355,817939,15.73637793,2021-09-10,Transfer,2021-06-09 00:00:00,0.656067968,6.548435049,0.746046895,0.818224249,13258.41608
2018,33,M,Deborahport,Premium,Lexicographer,Master,Divorced,2,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,60,7,TRUE,FALSE,0.141100237,13,9,975,343.1493784,334425,2021-08-18,2021-07-13,2.397420674,3.526603099,2.045349874,8,-76,2023-05-07,1,0.725866682,4.631969528,Neutral,International Transfers,App Issues,Medium,80.23553497,908.066262,977719,1.838308975,2023-05-02,Transfer,2021-08-18 00:00:00,0.037906908,7.002910451,16.23846195,0.747698143,58212.47184
2019,18,M,Kempshire,High,"Civil engineer, consulting",Bachelor,Widowed,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,48,9,TRUE,FALSE,0.750143261,10,8,880,248.0818633,218240,2021-05-07,2022-11-05,1.962313556,4.867538419,2.098570778,7,-20,2023-04-21,18,0.921241706,3.894930758,Neutral,Investment Analytics,Fees,Low,44.06414049,92.2789305,14253,28.83110667,2021-06-14,Debit,2021-05-07 00:00:00,0.932660633,9.187308984,13.65094763,0.576663582,23803.21516
2020,22,M,Port Annette,Premium,Nature conservation officer,PhD,Widowed,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,4,TRUE,TRUE,0.801683859,1,3,792,961.0074397,761112,2023-11-02,2021-02-23,2.795973463,1.478018017,1.444242084,2,-46,2022-01-22,17,0.670087106,1.685323329,Neutral,Budgeting Tools,Transaction Delays,Medium,12.97087995,460.0831556,853392,22.25305408,2023-11-11,Credit,2023-11-02 00:00:00,0.98223921,3.723383637,15.91684244,0.781255122,76212.74673
2021,20,M,Morganville,Premium,Curator,Bachelor,Divorced,6,Branch,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,51,3,FALSE,FALSE,0.363818114,14,7,782,837.9025864,654534,2022-02-19,2022-08-06,3.456991053,2.53787357,2.709292838,8,99,2021-03-01,19,0.780747696,4.587269527,Negative,International Transfers,Customer Service,Medium,44.73254179,28.26552744,823048,0.226616322,2023-06-07,Debit,2022-02-19 00:00:00,0.299904438,4.685070641,7.128060935,0.727454535,30296.63963
2022,82,Other,Mcculloughberg,Medium,"Designer, jewellery",High School,Single,3,Referral,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,30,4,FALSE,TRUE,0.066959151,9,6,24,466.3634501,11184,2021-11-03,2021-09-07,2.258661748,2.998009695,1.245484699,10,-35,2022-04-05,10,0.570833588,1.987238784,Neutral,Mobile Deposit,Transaction Delays,Medium,48.70145565,629.9409017,831622,14.63391067,2023-09-06,Debit,2021-11-03 00:00:00,0.110398638,0.800460428,18.7636082,0.626009109,30447.89933
2023,21,M,West Angelbury,Medium,Market researcher,Bachelor,Married,1,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,71,5,TRUE,FALSE,0.957005426,10,4,855,841.7296708,719055,2021-12-03,2023-03-19,2.998661002,4.615672183,3.734774919,7,-95,2021-10-11,14,0.952555175,2.023260417,Positive,,Customer Service,High,27.01056954,181.8795158,494005,28.29837396,2022-03-18,Transfer,2021-12-03 00:00:00,0.92810827,2.796140159,17.37548893,0.648893685,58316.55251
2024,81,Other,Howardmouth,High,TEFL teacher,Master,Widowed,1,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,88,4,FALSE,FALSE,0.497072397,7,3,69,685.7974514,47265,2022-11-03,2023-02-05,4.25959208,3.530214974,1.981465756,5,50,2023-10-28,13,0.649904637,4.028426108,Negative,Budgeting Tools,,Medium,31.131651,84.54024856,309426,23.94950279,2023-05-29,Credit,2022-11-03 00:00:00,0.032617907,3.130086845,9.673096976,0.345107212,49747.9702
2025,27,M,New Danielleshire,High,Financial manager,Bachelor,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,48,4,TRUE,TRUE,0.134148325,7,5,623,363.328778,226149,2023-12-02,2021-08-06,2.695504877,2.68757168,4.524647831,6,-51,2021-06-14,14,0.631155358,3.466790001,Neutral,Budgeting Tools,Customer Service,Low,46.86386815,547.5862149,505701,8.192329334,2023-12-30,Transfer,2023-12-02 00:00:00,0.733960546,9.914754188,11.94771127,0.579154959,44509.78922
2026,38,F,Port Shari,Medium,Optometrist,High School,Married,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,7,FALSE,FALSE,0.198459808,4,9,666,217.2406934,144522,2023-06-24,2022-10-25,3.312801004,1.206195132,1.379766659,4,-24,2023-04-18,0,0.722836928,4.314492087,Positive,Budgeting Tools,,Medium,36.37933204,143.6365205,15506,20.30023213,2023-11-26,Transfer,2023-06-24 00:00:00,0.988965167,4.124657131,11.63528999,0.236981491,24775.50314
2027,63,F,Jamesland,Premium,Haematologist,Bachelor,Married,7,Referral,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,53,4,FALSE,FALSE,0.045360185,13,7,94,366.9834682,34404,2021-08-27,2021-11-11,4.69997562,4.031197183,3.768152614,3,-4,2021-02-16,11,0.682758987,2.57702599,Positive,,,Medium,39.48290439,953.4964314,905120,23.03245819,2023-02-17,Credit,2021-08-27 00:00:00,0.428117282,1.879056842,19.83820357,0.929127951,29762.53523
2028,44,M,Rhodesland,Low,Special effects artist,Master,Divorced,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,83,4,TRUE,TRUE,0.709855883,15,4,810,522.9971601,422820,2022-02-25,2021-03-01,3.49287044,3.230860827,4.482414417,6,37,2022-10-28,8,0.568954844,3.906221893,Neutral,Investment Analytics,Transaction Delays,Medium,23.5718905,838.9990639,317767,19.46479174,2023-09-20,Transfer,2022-02-25 00:00:00,0.365098341,9.368903213,17.83010863,0.48965395,48032.77678
2029,83,F,Leemouth,Medium,Sports coach,PhD,Widowed,1,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,10,9,TRUE,TRUE,0.704094092,12,1,614,207.9910996,127098,2023-09-29,2021-06-16,2.243018714,3.705151001,3.816270708,4,-66,2022-05-27,17,0.51231278,3.206511079,Negative,,App Issues,Medium,29.34349523,874.6290547,311137,26.88729384,2023-12-20,Credit,2023-09-29 00:00:00,0.26632779,4.405110309,13.19164786,0.703770134,55406.72321
2030,58,Other,Lake Michaelberg,High,Comptroller,High School,Divorced,4,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,64,9,TRUE,FALSE,0.602504403,6,3,624,280.7371069,174720,2021-07-06,2023-08-01,3.279146787,2.269597223,4.70478733,4,-15,2021-12-07,16,0.660520637,3.074799058,Negative,Mobile Deposit,,Medium,11.28164404,565.087851,713312,7.024060711,2023-06-26,Credit,2021-07-06 00:00:00,0.456642842,2.660144403,8.882918268,0.039785003,17348.09036
2031,30,M,Woodstad,Medium,Academic librarian,Bachelor,Married,4,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,84,5,FALSE,FALSE,0.546300283,4,0,560,650.3170343,364000,2023-11-12,2023-09-10,4.44334962,2.02809363,2.314210914,6,-24,2023-08-25,2,0.859916234,3.518919283,Negative,International Transfers,,Low,61.74704925,765.1698071,62394,22.39617147,2023-11-25,Debit,2023-11-12 00:00:00,0.293093265,8.726383789,13.20385323,0.641959677,32661.94394
2032,26,Other,West Michaelport,Low,Retail buyer,Master,Divorced,3,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,16,9,TRUE,TRUE,0.381490889,14,8,250,727.074289,181750,2023-07-02,2023-07-19,1.611235375,3.535797729,1.54080925,3,96,2021-07-06,14,0.594526328,4.647490748,Negative,Investment Analytics,Customer Service,High,22.82645691,870.9968246,289001,18.11058998,2023-11-02,Transfer,2023-07-02 00:00:00,0.958067975,5.810017684,3.857822982,0.615549866,88030.27448
2033,53,M,Sawyerland,Medium,"Teacher, secondary school",High School,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,2,TRUE,FALSE,0.95063359,10,5,819,461.5153195,377559,2021-04-24,2022-07-06,4.294090341,2.693864701,2.398334031,10,-31,2023-01-29,16,0.586249402,3.517059587,Neutral,,,High,5.723768528,282.1392575,723244,28.98044997,2023-04-12,Debit,2021-04-24 00:00:00,0.286912838,6.348074609,10.01040979,0.332359485,17191.83704
2034,75,F,Lake Pamela,Low,Environmental education officer,High School,Single,1,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,5,FALSE,FALSE,0.800521231,16,6,451,969.8945218,437019,2023-07-18,2021-01-12,1.401830323,2.403672666,3.38460522,10,4,2021-02-16,1,0.766140114,3.180762657,Negative,,Fees,Medium,48.75835285,44.04962964,211920,20.51796533,2023-08-13,Transfer,2023-07-18 00:00:00,0.980108519,2.847977765,1.189316737,0.901181139,29920.22869
2035,71,Other,Laraport,High,Geographical information systems officer,Master,Single,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,7,FALSE,TRUE,0.907621732,7,0,628,312.0039165,195936,2021-09-28,2022-11-06,4.828713272,1.847498265,4.783074734,1,39,2023-03-09,13,0.835834796,4.938700985,Neutral,Investment Analytics,,Medium,92.3694597,371.7024367,568380,12.9993685,2022-12-18,Credit,2021-09-28 00:00:00,0.109575638,6.73410748,3.711197489,0.890563563,5857.968029
2036,29,F,Port Jessica,High,Social researcher,Bachelor,Widowed,1,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,73,8,TRUE,FALSE,0.311659294,9,4,402,912.5593949,366624,2023-11-18,2021-03-31,1.638294136,2.626808521,2.182101475,8,-14,2023-11-14,8,0.993415166,4.315813963,Negative,Mobile Deposit,App Issues,Medium,88.2601988,268.2657949,170713,3.483037825,2023-11-23,Debit,2023-11-18 00:00:00,0.005004831,8.422964661,11.5088276,0.234574724,12427.22065
2037,31,F,Chandlerchester,High,Office manager,Bachelor,Divorced,6,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,8,5,FALSE,FALSE,0.978283687,5,8,86,281.509573,24166,2023-05-01,2023-07-17,2.864621966,4.735899661,3.741588132,10,76,2022-01-31,15,0.541699567,1.051754937,Negative,International Transfers,Fees,Low,84.99231391,869.1394015,559476,19.09953155,2023-05-28,Debit,2023-05-01 00:00:00,0.153876828,6.299760116,13.91394217,0.746696995,11466.59446
2038,51,M,Port Brenda,High,Site engineer,Bachelor,Married,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,33,9,TRUE,TRUE,0.165350299,9,0,499,738.2629122,368262,2023-07-25,2022-10-28,4.803774116,1.437659008,1.402387427,7,6,2021-11-27,17,0.731751897,1.952556783,Negative,,Fees,High,27.30045872,193.0887515,921917,28.74726699,2023-10-26,Transfer,2023-07-25 00:00:00,0.111805851,7.385672764,10.52728188,0.170657786,44103.74581
2039,70,Other,East Jaredfort,Medium,Retail banker,High School,Married,2,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,19,3,TRUE,TRUE,0.056272533,18,0,28,998.4015341,27944,2021-04-29,2021-09-22,1.835001142,1.65006964,2.072528299,9,-54,2023-07-27,7,0.984379242,2.74774619,Negative,International Transfers,Customer Service,High,35.75010481,394.4006449,931053,9.962602839,2022-10-09,Credit,2021-04-29 00:00:00,0.101537059,2.984435045,0.773091086,0.758456161,39506.57818
2040,37,F,Carlshire,Medium,Estate agent,PhD,Single,7,Referral,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,94,8,FALSE,FALSE,0.319840458,6,1,30,835.2484112,25050,2023-08-05,2022-03-09,3.567372724,3.421720278,1.639106566,9,-8,2023-01-26,5,0.821605475,2.767783266,Negative,Investment Analytics,App Issues,Medium,74.53053868,882.6153674,292393,19.7204733,2023-11-12,Debit,2023-08-05 00:00:00,0.184571446,9.571271235,7.011486132,0.438582508,15195.48411
2041,33,M,Davischester,Low,Visual merchandiser,High School,Divorced,6,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,9,FALSE,TRUE,0.201286912,19,2,2,480.5255795,960,2022-09-24,2021-04-10,3.949251872,1.962267008,2.914511228,1,-6,2022-05-06,15,0.825296361,4.81319352,Neutral,Mobile Deposit,Customer Service,High,15.20959343,910.9460227,991803,23.57810844,2023-04-29,Debit,2022-09-24 00:00:00,0.084643234,7.291646707,10.40595526,0.978308844,5655.363536
2042,73,M,Robertside,Medium,Architectural technologist,Bachelor,Married,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,7,TRUE,FALSE,0.517523524,4,5,457,133.3461421,60781,2021-02-14,2022-08-03,1.151485403,4.486271909,4.747142676,1,-99,2021-12-25,13,0.949494153,2.203751672,Negative,International Transfers,App Issues,Medium,68.00187312,110.9540577,768206,26.25784486,2023-06-29,Credit,2021-02-14 00:00:00,0.87965264,2.249334982,17.19737877,0.533672158,97761.77751
2043,75,M,Pageberg,Low,Press photographer,High School,Married,4,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,59,5,FALSE,FALSE,0.350199264,12,5,449,966.5932164,433734,2023-03-22,2022-10-24,3.376746843,4.402143422,4.66051092,1,45,2023-08-26,5,0.6699371,4.880338447,Positive,Mobile Deposit,App Issues,High,17.71487438,867.4390398,669922,22.96423717,2023-05-18,Debit,2023-03-22 00:00:00,0.325235678,2.464905806,16.49836792,0.440583748,15845.65256
2044,21,F,East Marisa,High,"Copywriter, advertising",PhD,Widowed,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,9,TRUE,TRUE,0.171746111,2,9,804,723.4825521,581292,2022-06-06,2021-04-24,4.040046551,2.679458705,2.708512299,5,-77,2022-02-14,19,0.774055912,1.131932773,Negative,Budgeting Tools,App Issues,Medium,6.113022881,153.8916339,760147,12.44206791,2022-09-01,Credit,2022-06-06 00:00:00,0.899854234,9.376880431,3.636697772,0.443831626,64829.25622
2045,21,M,Angelaton,Premium,Further education lecturer,High School,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,8,FALSE,FALSE,0.844258318,15,9,505,839.5979722,423695,2021-01-07,2021-05-25,4.878871167,3.721330376,4.430501912,6,-87,2022-10-23,16,0.734129668,4.616464586,Positive,International Transfers,Transaction Delays,Medium,12.29876511,588.0811463,709451,0.250713974,2023-08-27,Credit,2021-01-07 00:00:00,0.513661846,4.45918829,16.66179961,0.540453061,89247.19595
2046,37,Other,Maryport,Medium,Nutritional therapist,Master,Divorced,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,7,8,FALSE,FALSE,0.507970521,5,0,789,577.0785195,455253,2022-03-23,2023-02-21,1.555074362,4.104753154,2.725905164,4,-63,2021-09-29,6,0.670986774,3.549989314,Positive,,App Issues,Low,67.26385981,897.5389065,411187,17.67544566,2023-04-21,Debit,2022-03-23 00:00:00,0.349577151,3.302749102,9.461552607,0.088784085,24753.19945
2047,27,Other,Hansenmouth,High,Quantity surveyor,Bachelor,Married,5,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,17,6,TRUE,FALSE,0.109529938,7,2,62,483.5428471,29946,2021-05-30,2021-07-09,4.454232937,2.322164879,2.636211875,7,-60,2022-08-24,15,0.941475911,2.638303606,Positive,Investment Analytics,Transaction Delays,Low,54.61265375,195.9915943,604962,16.57515722,2022-08-22,Debit,2021-05-30 00:00:00,0.880834217,4.683901665,16.75049467,0.316334293,82898.24757
2048,41,F,North Kylie,Low,Dentist,Bachelor,Divorced,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,2,TRUE,TRUE,0.075333124,15,8,950,87.63479312,82650,2021-04-03,2023-03-28,3.517529286,2.273125055,4.538013291,10,-67,2021-05-13,5,0.709311555,4.96096247,Positive,,Customer Service,High,38.40910372,609.4657129,770252,12.6862636,2022-04-02,Transfer,2021-04-03 00:00:00,0.458437953,3.887769555,12.60192901,0.852945137,44196.90257
2049,43,Other,West Kevin,High,Secretary/administrator,Bachelor,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,4,TRUE,FALSE,0.383180451,16,7,28,71.33678589,1988,2023-05-18,2022-06-07,3.909771693,1.010885766,1.122357686,6,-33,2021-03-05,12,0.570617397,4.99158559,Neutral,Investment Analytics,Customer Service,Medium,72.41477887,833.1997501,162960,19.00545519,2023-10-13,Debit,2023-05-18 00:00:00,0.661548141,7.142835353,7.571916773,0.876568611,297.3316074
2050,54,M,Martinezport,High,"Producer, television/film/video",High School,Divorced,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,1,FALSE,FALSE,0.907982909,9,8,996,586.2689152,583656,2022-12-07,2021-12-31,3.962802044,1.939765512,4.522858924,9,-29,2022-02-28,17,0.577600151,2.679626798,Positive,Mobile Deposit,Transaction Delays,Medium,84.1662112,772.6964104,881263,1.257654481,2023-12-18,Debit,2022-12-07 00:00:00,0.32469998,3.677335196,3.075962994,0.615357707,49043.92847
2051,71,F,Whitebury,Medium,Town planner,High School,Widowed,5,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,80,5,FALSE,FALSE,0.5079999,16,7,288,196.86301,56448,2021-05-11,2022-05-07,3.896360998,3.725309296,4.338706199,1,65,2023-08-03,15,0.557300968,1.773434916,Neutral,International Transfers,Customer Service,Low,2.188973702,235.9560528,653356,27.272505,2023-05-10,Transfer,2021-05-11 00:00:00,0.028040888,0.56708147,1.695967215,0.623365503,19757.55516
2052,38,M,North Kathyfort,Medium,Teaching laboratory technician,High School,Married,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,1,TRUE,FALSE,0.139135391,9,8,186,678.1904186,126108,2021-05-04,2023-03-28,4.692422642,2.771076605,1.803664852,9,-10,2023-07-30,0,0.872600088,2.826919632,Positive,Investment Analytics,App Issues,High,91.92848406,820.9579761,865172,9.142319589,2022-10-19,Credit,2021-05-04 00:00:00,0.563961765,0.156555584,8.784044659,0.021261633,5905.338335
2053,55,F,New Julieshire,High,Broadcast journalist,Bachelor,Single,7,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,21,6,FALSE,TRUE,0.246632276,6,6,582,957.5482855,556974,2021-05-22,2021-07-02,1.492327715,3.522863161,2.625446076,8,90,2022-05-17,11,0.980510953,4.331353337,Positive,Budgeting Tools,Transaction Delays,High,82.55675621,566.0822277,360933,3.657554397,2021-12-14,Debit,2021-05-22 00:00:00,0.297121146,9.899521262,4.123991045,0.640027411,12213.79737
2054,63,F,Cunninghamview,High,"Physicist, medical",High School,Divorced,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,8,TRUE,FALSE,0.049479886,10,9,125,362.2921958,45250,2023-08-25,2021-02-12,2.133449383,1.903292801,4.405434881,5,-71,2023-06-28,13,0.620881155,3.816754159,Neutral,International Transfers,Transaction Delays,High,52.25440314,25.94618525,144991,5.894172957,2023-10-14,Credit,2023-08-25 00:00:00,0.518304608,6.937932303,5.693855485,0.450588587,97194.4795
2055,21,M,Mccannville,High,Advertising copywriter,Bachelor,Married,3,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,96,1,TRUE,TRUE,0.831840285,2,8,151,739.5939018,111589,2021-03-06,2022-03-03,4.613192739,3.437373785,3.232258079,6,-34,2022-05-11,6,0.524836032,1.235973739,Positive,,App Issues,High,22.297399,414.095715,438969,17.92708628,2022-01-27,Debit,2021-03-06 00:00:00,0.048160315,2.387771518,18.90479171,0.936169803,32325.27174
2056,77,Other,Williamshire,High,Youth worker,High School,Single,2,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,66,6,TRUE,FALSE,0.946052272,7,2,838,912.2088125,764256,2022-08-11,2021-11-30,2.825823155,1.978421789,3.913821868,9,-62,2021-12-29,19,0.563300258,1.891180322,Negative,,App Issues,Low,95.05384848,93.02705812,567540,23.34777495,2023-03-10,Credit,2022-08-11 00:00:00,0.175662851,6.685770572,10.14259357,0.948340287,88166.02036
2057,74,Other,Port Jordanshire,Premium,Biomedical scientist,Bachelor,Widowed,1,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,80,4,FALSE,TRUE,0.077813808,2,5,892,845.2148802,753740,2023-04-18,2023-03-07,2.623480969,3.82439163,1.624649813,9,56,2023-08-03,1,0.869106027,2.863778319,Neutral,,Fees,Medium,66.52701208,578.2514693,72222,4.690127659,2023-05-21,Credit,2023-04-18 00:00:00,0.770284216,8.876769769,3.810514011,0.843840809,21133.96507
2058,62,F,East Luisberg,Low,Chartered public finance accountant,Master,Married,6,Branch,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,8,9,TRUE,TRUE,0.17298099,12,5,448,93.09768007,41664,2022-01-04,2023-04-05,3.156651667,1.626002139,2.895619158,4,-59,2023-10-22,12,0.898634714,4.833818273,Negative,International Transfers,App Issues,Low,3.533528016,815.5857443,792938,20.44603304,2023-05-06,Debit,2022-01-04 00:00:00,0.750737836,7.295600015,1.353854542,0.029668242,4359.320792
2059,37,M,Frankview,Low,Hydrologist,High School,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,46,8,FALSE,FALSE,0.171068903,5,0,470,680.6177304,319600,2021-10-05,2022-08-07,2.242336455,2.157944067,3.044489143,10,76,2021-08-16,11,0.67422614,3.467182967,Positive,International Transfers,Customer Service,Medium,44.34505385,173.7630475,84343,4.535035835,2021-11-16,Credit,2021-10-05 00:00:00,0.020199487,7.141428478,15.76237669,0.322525905,91225.0172
2060,34,M,Robertstad,Medium,"Buyer, retail",Bachelor,Married,2,Branch,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,39,4,TRUE,FALSE,0.803706204,16,9,671,309.5377953,207339,2023-05-11,2021-11-12,3.390838084,1.825611658,1.379489108,6,-13,2022-11-10,18,0.504216903,1.202641772,Negative,International Transfers,,Low,69.29723622,92.10381592,809287,21.52091651,2023-11-11,Debit,2023-05-11 00:00:00,0.385538415,6.667081226,11.65943853,0.843409755,97866.09459
2061,21,F,West Kellyland,Low,"Engineer, site",Master,Widowed,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,2,TRUE,FALSE,0.839272302,1,9,19,903.845328,17157,2023-02-06,2021-09-04,4.517457703,1.101224966,2.299633042,1,-9,2021-11-23,1,0.933651123,2.534265115,Negative,Mobile Deposit,,Medium,76.3541536,727.576278,267481,20.69124829,2023-07-20,Credit,2023-02-06 00:00:00,0.999636173,7.736204194,11.65071138,0.34227911,18013.05991
2062,31,Other,Port Courtney,Medium,"Clinical scientist, histocompatibility and immunogenetics",Master,Married,5,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,18,6,TRUE,TRUE,0.419273689,6,6,712,179.0461823,127448,2023-02-23,2022-09-04,2.58295182,4.648322727,3.935954437,9,-6,2022-05-17,8,0.545444655,4.627057573,Negative,Mobile Deposit,Fees,Medium,81.84944631,488.8939374,180276,25.80875192,2023-03-09,Transfer,2023-02-23 00:00:00,0.335665058,4.861035862,8.500224659,0.558908307,103.3975487
2063,20,M,New Karenside,High,Theatre director,PhD,Widowed,6,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,97,3,FALSE,FALSE,0.969330315,5,2,8,230.2310893,1840,2023-07-08,2023-10-03,1.831182763,1.302292368,1.680178032,1,-82,2023-08-05,14,0.576589698,3.023734431,Negative,International Transfers,App Issues,Low,89.28380648,781.8711789,549919,20.02056266,2023-10-01,Credit,2023-07-08 00:00:00,0.027591506,1.739903475,3.323179607,0.999283626,43846.34019
2064,75,Other,Moniqueport,Medium,Fish farm manager,High School,Single,3,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,1,1,FALSE,TRUE,0.259476759,0,1,468,496.9841112,232128,2023-02-13,2023-06-05,1.624723551,2.661037745,3.485663588,2,56,2021-05-24,3,0.623383728,1.388257335,Negative,Budgeting Tools,Transaction Delays,Medium,81.65371308,329.1328451,181189,2.009143181,2023-11-14,Transfer,2023-02-13 00:00:00,0.350457815,2.66372149,13.53506616,0.397502338,67195.58053
2065,72,Other,Ginastad,Medium,Materials engineer,Bachelor,Married,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,44,7,FALSE,FALSE,0.525120213,9,6,255,337.224975,85935,2023-02-09,2022-09-28,3.790907502,2.416974806,1.299692425,1,-68,2021-01-15,14,0.817816463,3.393910824,Neutral,Investment Analytics,Fees,Low,46.01120595,978.0721057,751405,25.30267898,2023-05-26,Transfer,2023-02-09 00:00:00,0.294294873,6.613590951,13.66116933,0.75857377,91271.95433
2066,21,F,New Bettyberg,Premium,Tourism officer,PhD,Single,5,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,90,4,FALSE,TRUE,0.996288479,19,9,320,365.8293865,116800,2021-06-14,2021-09-26,1.29425304,1.729650336,1.309436008,5,-62,2021-03-08,13,0.674743298,3.709921745,Neutral,Mobile Deposit,Transaction Delays,Low,78.52126333,167.5722347,988064,19.60325488,2022-07-02,Credit,2021-06-14 00:00:00,0.681396388,1.773831525,2.958259874,0.549108225,12016.92842
2067,41,F,East Aprilstad,Low,"Development worker, community",High School,Divorced,7,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,82,9,FALSE,FALSE,0.827103837,0,3,728,430.2285661,313040,2021-09-30,2023-01-06,1.300534992,2.777332329,3.778762657,4,64,2023-04-13,16,0.52274861,4.010900852,Negative,,App Issues,High,41.2682717,548.6063111,498989,6.31941269,2022-04-12,Debit,2021-09-30 00:00:00,0.089541441,2.223947468,4.874262469,0.71820589,92764.59025
2068,51,Other,Jenkinsburgh,Medium,"Engineer, energy",Master,Single,5,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,32,3,FALSE,FALSE,0.487184663,13,6,205,152.3159963,31160,2022-12-14,2021-07-16,4.845148905,3.015282649,4.970393184,4,40,2023-12-01,4,0.879946808,2.342863363,Negative,International Transfers,,Low,24.77193743,52.47570041,266064,28.19177451,2023-04-23,Transfer,2022-12-14 00:00:00,0.944146447,7.928178986,1.111489043,0.658249392,59283.41461
2069,47,M,East Ericbury,High,Orthoptist,High School,Married,6,Referral,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,63,1,FALSE,FALSE,0.108525602,2,0,638,104.9633991,66352,2021-08-31,2023-01-23,3.668156237,2.065460634,2.45440911,2,44,2023-08-21,12,0.776849442,3.803925805,Negative,International Transfers,Fees,Low,28.31179309,245.378115,765780,26.37088887,2022-08-31,Credit,2021-08-31 00:00:00,0.16636794,5.228798105,12.01733061,0.862815612,95895.27943
2070,36,M,Port Penny,High,Clinical cytogeneticist,Bachelor,Single,1,Branch,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,25,2,FALSE,TRUE,0.904352028,8,9,892,200.9910634,178400,2022-01-01,2023-11-16,1.756931462,3.104651406,3.46287705,2,35,2023-03-01,6,0.915109335,2.280683039,Neutral,Mobile Deposit,App Issues,Medium,88.21137406,766.2119504,789200,12.72053618,2023-10-22,Credit,2022-01-01 00:00:00,0.127162269,0.469837395,11.43808767,0.028144022,89189.433
2071,48,F,South Stevenland,Medium,"Exhibitions officer, museum/gallery",Master,Married,3,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,33,4,TRUE,FALSE,0.542125814,6,7,553,538.7241524,297514,2023-03-16,2022-02-14,3.529800454,3.568673049,3.476732767,6,-56,2021-05-25,0,0.532907517,3.081318824,Negative,Mobile Deposit,App Issues,Medium,62.80509016,905.4108017,118771,17.74531079,2023-12-17,Credit,2023-03-16 00:00:00,0.414564757,5.573905773,13.76463815,0.149646438,77136.65583
2072,77,Other,Port Davidtown,Low,"Engineer, production",PhD,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,62,7,FALSE,TRUE,0.308347459,7,1,885,407.3160501,360195,2023-12-20,2023-09-30,3.31512987,3.081259409,1.702574678,9,-66,2023-05-05,12,0.975700776,1.078019209,Negative,Budgeting Tools,Transaction Delays,Medium,31.86455591,877.7679766,595786,20.09358045,2023-12-21,Credit,2023-12-20 00:00:00,0.515986041,2.831508023,6.586318367,0.073383173,85043.57389
2073,77,M,Baileystad,High,Public relations officer,High School,Divorced,7,Referral,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,27,8,TRUE,FALSE,0.451218766,6,7,179,667.3411024,119393,2021-09-18,2023-07-02,4.116737578,4.592251689,4.761788103,9,44,2022-06-17,3,0.551440246,3.696428067,Neutral,,Transaction Delays,High,42.02686453,515.7278567,160884,25.33702547,2023-05-13,Transfer,2021-09-18 00:00:00,0.628780582,3.129558373,8.945837258,0.41869918,99064.68266
2074,36,M,Port Scott,Low,Orthoptist,High School,Single,3,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,79,4,FALSE,TRUE,0.310928223,9,7,519,696.174868,361224,2022-04-02,2023-03-06,2.694731896,1.548880232,3.110960296,8,-82,2021-09-05,12,0.778982004,2.513421848,Negative,Investment Analytics,App Issues,Low,25.22500574,446.1641955,549752,10.65138556,2023-03-24,Debit,2022-04-02 00:00:00,0.006183663,1.695602557,16.00704432,0.029074948,83957.52703
2075,66,F,Geraldport,Low,Academic librarian,PhD,Divorced,6,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,85,3,FALSE,TRUE,0.551055491,14,8,509,634.1353522,322706,2021-01-08,2023-09-03,1.067293543,4.356093886,2.563300256,10,-51,2023-12-30,12,0.760053888,3.820064034,Positive,,Transaction Delays,High,55.41287199,233.5394193,311182,20.33969305,2023-05-22,Credit,2021-01-08 00:00:00,0.644842114,1.80428691,0.011271353,0.130824275,86790.26448
2076,80,Other,Lake Lisabury,High,Licensed conveyancer,High School,Single,2,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,91,9,FALSE,FALSE,0.272935797,18,3,180,234.9748041,42120,2021-02-16,2022-07-04,2.760639254,1.582311918,1.539048487,9,-24,2021-02-18,2,0.946068691,4.857465313,Negative,Investment Analytics,App Issues,Medium,6.843817111,583.749491,273976,21.30410522,2022-12-18,Debit,2021-02-16 00:00:00,0.600239534,5.199872875,6.042035353,0.108308985,93821.54161
2077,39,M,Port Heather,Medium,"Embryologist, clinical",High School,Married,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,77,8,TRUE,TRUE,0.445983561,1,0,72,626.1055701,45072,2022-09-04,2023-05-17,3.765037045,2.720356462,3.249299732,4,49,2023-06-18,7,0.780958652,1.324319237,Negative,,,Low,93.58659269,727.4003661,161473,11.06798664,2023-04-17,Transfer,2022-09-04 00:00:00,0.298143652,4.834473363,7.388360882,0.095100095,7693.987217
2078,41,F,West David,Medium,Fish farm manager,High School,Single,5,Branch,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,5,6,TRUE,TRUE,0.426260263,19,9,731,567.3307573,414477,2023-08-07,2021-07-04,4.829178275,1.611769728,4.610175021,3,-17,2023-09-12,8,0.63933024,4.437628045,Negative,,Fees,High,36.83542323,980.3193829,140772,12.73306099,2023-09-14,Transfer,2023-08-07 00:00:00,0.266163649,4.945370871,11.47648441,0.459482477,90133.37329
2079,47,M,North Roger,Medium,Armed forces logistics/support/administrative officer,Master,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,9,FALSE,FALSE,0.616069204,9,7,747,641.2198485,478827,2023-05-19,2023-05-16,4.360592206,3.418127781,3.041330554,1,63,2021-05-03,6,0.585939043,1.930382662,Neutral,,,Low,49.87152502,828.651018,201421,12.71252161,2023-10-05,Credit,2023-05-19 00:00:00,0.050047383,2.346278763,10.22765449,0.550949163,36346.09146
2080,75,M,North Andrewfort,Premium,Forest/woodland manager,Master,Single,6,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,45,8,TRUE,TRUE,0.014166019,3,8,259,256.609031,66304,2023-12-26,2023-01-25,1.092906055,2.38239421,1.493183915,6,-70,2022-08-23,4,0.629831618,1.968589761,Negative,,,Low,88.86188463,909.4725787,168046,12.18575269,2023-12-28,Debit,2023-12-26 00:00:00,0.368378126,5.998431842,3.521593904,0.197282329,51998.26554
2081,48,M,Williamsville,Premium,IT sales professional,Bachelor,Divorced,5,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,19,7,FALSE,FALSE,0.598751199,14,8,145,988.6089084,143260,2023-02-16,2022-01-17,1.978577044,2.808013729,2.110109196,6,-83,2023-03-27,3,0.635163253,1.904127116,Negative,Investment Analytics,,High,77.92230518,804.7526879,360794,16.18020395,2023-06-22,Debit,2023-02-16 00:00:00,0.635249936,7.110099903,3.102135043,0.128519126,76179.48843
2082,81,F,Port Donnashire,Medium,"Surveyor, commercial/residential",High School,Divorced,7,Referral,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,35,6,TRUE,FALSE,0.593113776,5,5,773,987.4132658,762951,2022-04-16,2023-06-09,3.199486347,1.656099284,4.950459032,2,47,2021-03-23,2,0.605791312,1.550100887,Negative,Budgeting Tools,,High,52.92955331,311.8478241,445698,1.354155782,2023-04-24,Debit,2022-04-16 00:00:00,0.835616937,9.413661484,14.52206919,0.07379019,29592.12976
2083,36,Other,South Davidview,Medium,Sales promotion account executive,Bachelor,Married,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,3,FALSE,FALSE,0.392288281,2,7,998,879.998846,877242,2022-05-22,2023-05-23,1.22132008,2.893438735,2.605382897,1,89,2023-01-15,7,0.616981282,1.784467555,Positive,International Transfers,App Issues,High,70.04666548,497.5187015,809790,29.91055829,2023-01-22,Debit,2022-05-22 00:00:00,0.047333711,9.155909889,8.901781846,0.778217473,6401.264363
2084,65,F,North Kevintown,Medium,Chief Marketing Officer,Master,Widowed,7,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,69,6,TRUE,TRUE,0.246899391,11,7,956,245.8516309,234220,2023-08-02,2021-07-10,3.38229582,3.945113196,4.940422719,10,-67,2023-03-30,3,0.928524705,3.969590153,Neutral,Budgeting Tools,App Issues,High,8.63502114,260.1156535,346165,9.200472401,2023-10-04,Debit,2023-08-02 00:00:00,0.250917194,8.773093035,9.768759982,0.402445469,85935.69834
2085,62,Other,Port Davidborough,Medium,Oncologist,High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,71,4,TRUE,TRUE,0.839251328,0,4,495,755.1537806,373725,2022-12-10,2021-03-24,2.716376247,4.737878952,3.182945299,2,-79,2023-11-14,10,0.935309764,4.073817704,Negative,,App Issues,High,69.91419261,615.2887075,546272,16.23059675,2023-10-02,Credit,2022-12-10 00:00:00,0.020961293,1.900481345,2.512722541,0.128031197,56424.4098
2086,72,M,East Ellen,Medium,Learning mentor,Bachelor,Single,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,5,TRUE,TRUE,0.344783422,8,3,73,134.2870916,9782,2021-11-14,2023-11-18,3.674585897,2.136477045,3.840580698,3,21,2023-06-21,9,0.76549523,4.845008366,Positive,Budgeting Tools,Customer Service,Low,26.90467803,392.8671288,621520,8.585564605,2023-09-16,Credit,2021-11-14 00:00:00,0.247244235,8.781188049,4.457748265,0.987553153,40222.01156
2087,72,Other,North Dustinview,High,Advertising copywriter,High School,Divorced,5,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,7,TRUE,FALSE,0.311729424,8,9,371,917.7823735,340207,2022-07-19,2022-12-01,1.882102447,2.735820664,1.882031407,10,77,2023-05-28,1,0.957449453,1.415085013,Neutral,International Transfers,App Issues,Low,77.83799069,279.6150428,708516,28.08278934,2023-12-22,Credit,2022-07-19 00:00:00,0.091839882,2.847125139,3.328812487,0.101361397,7879.653483
2088,35,M,Michaelhaven,Medium,Diagnostic radiographer,High School,Married,6,Online,Regular,FALSE,FALSE,FALSE,TRUE,FALSE,1,47,7,TRUE,TRUE,0.463166965,5,9,70,231.7811727,16170,2022-01-22,2023-08-08,1.748664442,4.13135335,4.949093173,2,-29,2021-09-12,13,0.752384436,1.602304126,Neutral,International Transfers,App Issues,Low,48.84428697,468.4473098,112269,29.24532474,2022-07-08,Transfer,2022-01-22 00:00:00,0.232641009,2.931928123,7.410877118,0.499601855,78159.21549
2089,80,M,New Ashley,Medium,Media buyer,PhD,Widowed,2,Referral,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,3,9,FALSE,FALSE,0.277989858,2,1,136,446.6062531,60656,2021-08-20,2022-04-05,4.660937707,3.231160209,1.034380757,3,49,2021-08-01,7,0.799918516,4.540559746,Neutral,,Transaction Delays,Medium,17.27730419,670.997242,541699,29.3935615,2022-06-05,Transfer,2021-08-20 00:00:00,0.866117769,3.921084229,6.825660475,0.474662146,7954.812416
2090,64,F,Port Belindatown,Medium,Health promotion specialist,Bachelor,Married,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,47,9,FALSE,TRUE,0.830763342,8,2,940,647.1622297,608180,2021-03-07,2021-11-14,2.374217728,3.959033811,4.426601159,4,30,2021-10-26,5,0.996999494,3.258326771,Neutral,Investment Analytics,Customer Service,Low,66.50383282,583.9015663,533838,13.05717737,2022-01-27,Debit,2021-03-07 00:00:00,0.377225135,0.049775684,8.232734477,0.544050027,13101.17422
2091,74,M,Lake James,Medium,Immigration officer,Master,Married,3,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,97,6,FALSE,FALSE,0.564948093,13,2,922,372.6223588,342984,2023-05-09,2023-10-12,4.884217034,4.139863999,3.754219852,5,72,2022-06-22,2,0.686615482,3.180695982,Positive,Mobile Deposit,Fees,Low,24.59436693,427.1799617,466538,18.1583873,2023-08-16,Transfer,2023-05-09 00:00:00,0.897073497,6.807681155,11.95945645,0.927103828,93749.9009
2092,62,F,Georgeside,Medium,Research scientist (life sciences),Bachelor,Divorced,7,Referral,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,83,6,FALSE,TRUE,0.754379113,16,5,176,246.2335043,43296,2021-02-02,2023-12-16,1.638720671,3.934585703,3.636817982,8,29,2021-08-17,16,0.81378646,4.087719233,Neutral,Mobile Deposit,App Issues,Medium,99.49912147,595.9152048,591916,24.65049823,2023-05-02,Debit,2021-02-02 00:00:00,0.855526279,4.977106757,3.502892266,0.515756035,30930.59671
2093,50,Other,Lake Coreyborough,Medium,Dance movement psychotherapist,Bachelor,Single,4,Referral,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,87,2,TRUE,TRUE,0.745382265,16,6,84,794.9308858,66696,2022-05-08,2023-12-11,4.013375068,4.808037921,2.261131141,6,100,2021-12-13,9,0.842017087,3.211883828,Positive,International Transfers,Transaction Delays,High,76.42258339,117.2232995,337104,4.563428672,2022-09-30,Debit,2022-05-08 00:00:00,0.349576983,5.829657884,14.68275158,0.350041302,62600.0291
2094,34,Other,Richardsonshire,High,Garment/textile technologist,Bachelor,Divorced,7,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,66,8,TRUE,FALSE,0.78820731,17,5,282,814.3925573,229548,2022-02-27,2021-06-21,1.806392442,3.926442116,1.744216542,1,100,2023-01-21,14,0.797755309,1.248680627,Neutral,Mobile Deposit,App Issues,Medium,47.3686561,935.2229513,163026,11.45865046,2022-06-03,Debit,2022-02-27 00:00:00,0.652487175,7.486857121,4.896345524,0.549274847,93612.70579
2095,21,M,South Emily,High,Company secretary,PhD,Widowed,5,Online,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,27,3,TRUE,TRUE,0.869205849,10,0,58,482.4623284,27956,2021-05-18,2022-08-19,3.863296757,1.476725019,3.495153927,6,53,2023-04-26,7,0.657616789,4.596688356,Negative,Budgeting Tools,Fees,Medium,15.36486658,209.3121926,949309,9.202873827,2022-09-09,Debit,2021-05-18 00:00:00,0.440068139,8.598606063,15.5480001,0.795876027,6094.497591
2096,37,F,East Maryfurt,Medium,Warehouse manager,High School,Widowed,4,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,29,1,FALSE,TRUE,0.919463962,19,6,374,305.9341804,114070,2021-07-26,2023-08-17,2.049230994,4.20464542,4.660886251,2,86,2022-11-27,6,0.960812814,1.535664593,Negative,Budgeting Tools,App Issues,Medium,90.29700069,973.3015343,193796,14.63048771,2023-09-29,Credit,2021-07-26 00:00:00,0.818155763,0.302718761,9.878361995,0.37240512,95742.90126
2097,64,M,Lewisbury,Medium,Chief Strategy Officer,Master,Married,6,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,28,4,TRUE,FALSE,0.383609062,18,8,963,712.3462948,685656,2021-03-10,2023-06-15,2.326767915,1.35649312,2.002007995,6,-100,2021-10-18,6,0.948048675,2.920574119,Positive,International Transfers,,Medium,51.50213734,487.65473,436592,23.92715379,2023-11-22,Transfer,2021-03-10 00:00:00,0.020571486,8.785087105,7.448426978,0.90388069,79262.35837
2098,32,F,Rodriguezmouth,Medium,"Pilot, airline",PhD,Divorced,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,20,5,TRUE,FALSE,0.443717511,16,7,442,901.0035255,398242,2023-07-04,2021-06-12,3.565040101,2.588122695,4.225393816,6,24,2022-05-13,12,0.97578058,2.458128599,Positive,Investment Analytics,Fees,Medium,54.22047138,482.0817123,793834,18.841102,2023-09-27,Debit,2023-07-04 00:00:00,0.505001477,7.358538983,8.604126039,0.190630372,78913.23817
2099,64,F,South Danielberg,Low,"Investment banker, corporate",Master,Divorced,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,3,FALSE,TRUE,0.050058895,13,4,793,805.7420339,638365,2021-04-10,2023-09-06,1.134252797,2.40445132,1.353946056,1,-48,2023-09-16,3,0.690037753,2.47949764,Negative,Mobile Deposit,,Low,52.77568281,963.0140648,361799,3.488683043,2022-11-03,Transfer,2021-04-10 00:00:00,0.284081136,7.30785737,12.78911972,0.902497151,95018.17245
2100,26,F,Farmerport,High,Ambulance person,PhD,Married,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,90,7,FALSE,TRUE,0.925706378,15,3,783,565.6745465,442395,2022-05-17,2022-09-08,1.986227407,1.626792644,1.972087854,4,84,2022-03-07,17,0.944090387,2.136892851,Negative,,Fees,High,42.34661206,459.1169272,988683,6.107186343,2022-06-30,Debit,2022-05-17 00:00:00,0.937528574,0.479356783,8.460213381,0.685487319,40969.59159
2101,33,Other,North Markville,Medium,"Engineer, automotive",High School,Single,4,Online,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,49,5,TRUE,FALSE,0.58714521,19,4,779,69.07671826,53751,2021-04-01,2021-11-01,4.429294342,1.429721903,1.220819997,10,-21,2022-06-26,6,0.81596238,4.828754521,Neutral,,App Issues,Low,56.69218844,48.68872045,241211,3.976791354,2021-06-08,Transfer,2021-04-01 00:00:00,0.709632443,0.456467244,2.933446619,0.720802497,60330.01361
2102,78,F,Campbellport,High,Horticultural consultant,Master,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,88,5,TRUE,TRUE,0.712314478,15,2,608,919.9796841,558752,2023-04-04,2021-09-19,2.245763014,2.157468856,2.528739578,3,-58,2021-07-18,2,0.998074574,1.336447046,Positive,Budgeting Tools,App Issues,Low,73.09168913,298.6278489,318385,6.52064165,2023-09-20,Debit,2023-04-04 00:00:00,0.698723616,1.21932516,14.07253047,0.838373623,90516.25286
2103,27,Other,Perezchester,High,Graphic designer,Bachelor,Married,3,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,6,FALSE,TRUE,0.436005255,10,8,736,909.4651129,669024,2023-06-18,2022-09-08,4.823327973,3.745603624,3.785037617,8,45,2022-11-07,13,0.704558636,4.209940439,Positive,Mobile Deposit,Fees,Low,49.71214058,578.9852159,460460,0.924076468,2023-11-03,Debit,2023-06-18 00:00:00,0.879804874,9.361851498,19.26323299,0.638895531,30349.57205
2104,67,F,Tracichester,Premium,Air broker,PhD,Widowed,5,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,64,6,FALSE,TRUE,0.473847919,0,4,6,263.5753663,1578,2022-04-25,2022-05-25,1.572917104,1.823461696,2.983078499,4,66,2021-06-01,0,0.50257137,2.570089507,Negative,Investment Analytics,Transaction Delays,High,57.07002697,384.6911698,952632,26.48103562,2023-01-24,Transfer,2022-04-25 00:00:00,0.571860293,5.345284578,3.274264755,0.126382065,955.0843952
2105,20,Other,Port Chad,Premium,Tax adviser,Master,Divorced,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,22,9,FALSE,FALSE,0.543176452,15,6,514,689.7186411,354146,2022-03-21,2023-12-08,3.885954884,4.88050109,3.151396775,10,-70,2023-07-28,0,0.75223764,1.210559345,Positive,Mobile Deposit,Customer Service,Medium,40.15618486,320.4578277,571432,25.32642358,2023-05-30,Credit,2022-03-21 00:00:00,0.37587644,1.419871912,5.694749272,0.00321274,49104.63086
2106,68,Other,Crosbystad,Low,Pension scheme manager,High School,Widowed,7,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,4,3,TRUE,TRUE,0.79535678,5,6,535,379.9398353,202765,2021-04-26,2023-05-26,1.652712475,1.020405067,3.299837995,7,-55,2023-10-04,15,0.769417261,3.292129646,Negative,Budgeting Tools,,Low,51.99002782,113.3181677,942545,16.6531825,2022-07-08,Credit,2021-04-26 00:00:00,0.538752381,0.044689931,16.19463513,0.868864047,85057.07698
2107,36,Other,North Yolanda,Premium,Operational investment banker,Master,Married,3,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,94,8,FALSE,TRUE,0.612968591,14,0,605,227.8438621,137335,2021-10-14,2022-08-29,4.055077383,3.276055862,1.893365067,3,-100,2022-05-17,13,0.731810168,2.488802658,Negative,International Transfers,App Issues,Medium,11.40584251,860.9281676,84714,23.08872639,2023-04-28,Transfer,2021-10-14 00:00:00,0.302430415,2.559357255,15.65076242,0.989628269,26531.14941
2108,59,M,Powersfurt,High,Biomedical scientist,PhD,Divorced,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,24,7,TRUE,FALSE,0.811210324,0,5,519,20.6041149,10380,2023-10-29,2021-04-08,1.852745879,3.235295227,2.334030705,10,73,2022-06-17,7,0.702936459,1.882392976,Negative,International Transfers,,Medium,46.92114152,580.3647011,563942,29.99732061,2023-12-30,Debit,2023-10-29 00:00:00,0.092224635,9.20760766,1.355420208,0.687153076,70124.55742
2109,52,F,Millsland,High,"Psychotherapist, dance movement",High School,Married,4,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,34,9,TRUE,FALSE,0.216686038,6,3,446,371.4822691,165466,2022-08-16,2021-06-06,4.464309589,2.097196073,2.819525689,7,28,2022-12-03,0,0.609955472,2.481653105,Neutral,,Customer Service,Low,55.50417519,941.1293096,199247,17.45581788,2023-06-21,Debit,2022-08-16 00:00:00,0.939146608,7.712341674,7.678533838,0.509935386,73686.57715
2110,63,M,East Ralphshire,Low,Radio broadcast assistant,Bachelor,Married,7,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,64,5,FALSE,FALSE,0.205838855,7,2,30,218.9312671,6540,2022-04-25,2021-04-03,3.496857059,3.381950418,3.294944517,2,-45,2022-08-28,3,0.865315963,4.908468733,Negative,Mobile Deposit,App Issues,Medium,99.78001339,581.7927815,738747,18.41568102,2022-11-24,Credit,2022-04-25 00:00:00,0.153020767,4.691300184,18.09147416,0.779183119,81301.50955
2111,43,F,Lake Saraburgh,High,Bookseller,PhD,Single,3,Referral,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,78,7,FALSE,TRUE,0.206813597,9,2,592,33.4656083,19536,2022-10-16,2023-11-18,4.524431167,3.244471133,4.388280119,5,-55,2023-06-30,3,0.766042686,4.063686806,Positive,Mobile Deposit,,High,79.10512928,579.6337258,615484,25.91837025,2022-10-18,Transfer,2022-10-16 00:00:00,0.572314967,5.410243843,9.981441309,0.168837403,74764.94944
2112,81,F,West Theresamouth,Low,"Scientist, clinical (histocompatibility and immunogenetics)",PhD,Widowed,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,38,8,TRUE,TRUE,0.004843847,6,5,513,531.4192388,272403,2022-10-19,2021-08-09,3.512157838,3.751487136,2.847394587,5,-13,2022-11-09,3,0.552167772,4.27982341,Negative,International Transfers,Customer Service,Low,40.00620364,302.3963605,62173,15.90453631,2023-12-10,Transfer,2022-10-19 00:00:00,0.148432184,6.770445452,3.184094863,0.490173929,39378.00726
2113,54,M,New Megan,High,Computer games developer,High School,Widowed,6,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,87,9,FALSE,FALSE,0.179063646,7,0,205,240.1840289,49200,2022-05-01,2023-11-12,4.226386964,4.49280326,4.075781685,4,82,2023-07-12,14,0.550288704,3.102045339,Neutral,,Fees,Low,82.33726166,496.1240638,34164,1.500903145,2022-11-24,Debit,2022-05-01 00:00:00,0.348486592,3.815791542,8.153565912,0.977785585,33207.63289
2114,66,Other,Martinezchester,Low,Further education lecturer,PhD,Married,5,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,97,8,TRUE,FALSE,0.118746913,12,4,932,592.8698336,551744,2022-09-11,2023-05-21,4.479568296,1.401959802,1.471210118,4,-45,2022-06-13,15,0.888614736,2.181891676,Neutral,International Transfers,,High,81.30596844,61.16379686,930030,10.37023252,2022-09-14,Debit,2022-09-11 00:00:00,0.669414688,3.296020258,19.68559648,0.744974464,26728.40696
2115,38,F,Ramirezshire,High,"Therapist, music",Master,Single,7,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,2,TRUE,FALSE,0.45375436,13,3,257,424.0724621,108968,2021-10-21,2023-04-26,2.875637409,4.341118225,1.519111085,6,-23,2022-07-18,9,0.792882857,3.192792941,Positive,,Customer Service,Medium,37.80217752,346.0663127,987339,21.53714828,2022-03-25,Credit,2021-10-21 00:00:00,0.240827433,5.010349605,6.062058499,0.472877083,46454.5208
2116,81,Other,Katelynfurt,Medium,Solicitor,Bachelor,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,6,FALSE,TRUE,0.127240714,2,9,406,347.9128493,140882,2023-12-04,2021-07-13,3.693716445,1.081885457,2.152730897,2,-78,2021-03-15,3,0.752589108,3.182267332,Neutral,Budgeting Tools,Customer Service,Medium,98.02019617,271.7362127,917437,21.13117111,2023-12-29,Debit,2023-12-04 00:00:00,0.364094418,1.15971015,2.122920426,0.620152842,67977.01048
2117,22,M,Thomasfurt,Medium,"Teacher, primary school",Master,Married,2,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,99,4,FALSE,FALSE,0.415851682,11,7,869,382.2256839,331958,2022-03-29,2023-08-10,1.106349142,1.246507927,2.272769156,3,-53,2021-10-14,13,0.610571223,1.593303906,Neutral,Mobile Deposit,App Issues,High,46.06279617,466.7676478,30814,29.82383484,2023-09-07,Credit,2022-03-29 00:00:00,0.316736933,0.624901394,7.086365418,0.17116547,35797.45177
2118,21,Other,Dixonberg,Low,Sports coach,High School,Married,3,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,0,4,TRUE,FALSE,0.999503115,1,8,989,578.1550535,571642,2023-04-27,2022-06-03,2.98545636,4.630222884,3.505056552,10,89,2021-10-31,12,0.656637948,3.647925031,Neutral,Mobile Deposit,App Issues,Low,94.5108697,359.5483064,936291,22.24322587,2023-07-23,Credit,2023-04-27 00:00:00,0.975270308,3.2372148,0.458463371,0.736413128,90306.63242
2119,56,F,Rodriguezview,Medium,Architectural technologist,PhD,Single,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,9,TRUE,TRUE,0.503367054,4,7,574,835.6529654,479290,2022-09-08,2022-12-29,1.850041518,3.822545246,1.877284309,7,35,2023-12-05,1,0.907693968,4.125092816,Positive,Budgeting Tools,App Issues,Low,36.8530431,891.7277021,285797,2.153683432,2022-12-21,Debit,2022-09-08 00:00:00,0.574836477,5.466925525,9.946080453,0.627304865,69823.69473
2120,52,F,Crawfordberg,Low,Sports coach,Bachelor,Divorced,4,Branch,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,8,7,TRUE,TRUE,0.92464717,11,6,592,672.6378015,397824,2022-07-18,2022-06-06,1.458028944,3.570822102,1.565338719,10,-35,2022-08-14,0,0.639533446,3.195684618,Positive,International Transfers,Transaction Delays,High,91.72859938,48.92477416,84949,28.64523722,2022-12-26,Credit,2022-07-18 00:00:00,0.656418977,4.404491638,15.540352,0.615999687,11638.20491
2121,18,F,North Joanland,Medium,Special educational needs teacher,High School,Single,5,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,40,6,TRUE,FALSE,0.701908276,3,2,243,119.4510043,28917,2021-05-05,2021-06-17,4.985865118,3.071314892,3.583666058,5,-96,2021-02-23,15,0.588237069,2.587406541,Positive,Investment Analytics,Fees,Low,2.565859766,237.6752909,477121,0.934408909,2023-11-13,Credit,2021-05-05 00:00:00,0.393277076,8.112691173,12.14827938,0.819071731,65775.50916
2122,41,M,Gregoryburgh,High,"Accountant, chartered",Master,Married,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,2,FALSE,FALSE,0.89432073,0,7,556,571.3292428,317476,2021-12-25,2023-10-29,4.988276904,4.120260804,4.989230503,4,-63,2022-03-29,15,0.82952365,3.555391903,Neutral,Budgeting Tools,Customer Service,Low,37.77144581,83.87425599,111187,19.32474411,2023-04-12,Transfer,2021-12-25 00:00:00,0.111975111,5.123880145,7.875039766,0.364120061,25661.36762
2123,74,F,Jacobsmouth,High,Oncologist,PhD,Divorced,6,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,21,1,TRUE,FALSE,0.625580677,7,0,9,771.2196151,6939,2023-05-25,2021-02-03,1.851675253,3.91556574,4.968226673,9,-4,2023-01-30,6,0.884959928,3.149155858,Negative,,Transaction Delays,Medium,54.89363927,598.8777997,79841,7.687315007,2023-07-09,Debit,2023-05-25 00:00:00,0.178257465,7.398297318,5.249869263,0.202205098,92431.02199
2124,58,M,West Christy,High,"Psychologist, clinical",PhD,Married,1,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,4,FALSE,FALSE,0.810094544,19,3,601,317.9578074,190517,2023-10-13,2021-08-22,4.589684365,2.375701513,4.688144679,8,31,2023-01-13,7,0.587435269,1.332351083,Positive,International Transfers,Customer Service,Medium,96.29604504,855.3190527,478721,7.377714611,2023-12-13,Debit,2023-10-13 00:00:00,0.363075352,5.179345024,2.428864789,0.989276298,79617.02454
2125,71,Other,Port Charleshaven,Low,Structural engineer,High School,Single,2,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,44,9,FALSE,FALSE,0.302800363,1,2,550,631.7580568,347050,2021-04-07,2023-08-06,4.588139226,2.981261124,1.248276677,9,66,2022-08-20,3,0.626225411,2.497849489,Neutral,Mobile Deposit,,Medium,27.21819526,577.1111187,267030,17.04911795,2023-05-19,Debit,2021-04-07 00:00:00,0.59216585,6.630128929,6.963439584,0.252227715,25038.09407
2126,63,F,Sparksborough,Medium,Dance movement psychotherapist,Master,Single,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,51,4,TRUE,FALSE,0.371908909,16,2,22,10.44018802,220,2022-12-07,2022-01-03,4.905799162,2.929349911,4.057130233,8,-93,2022-09-21,13,0.516020038,4.705325204,Negative,,Transaction Delays,Low,52.9067544,73.21623394,552750,0.865579653,2023-06-21,Debit,2022-12-07 00:00:00,0.032474549,7.05656341,6.087042005,0.293585603,16675.91656
2127,77,F,Ebonyfort,Medium,Chief Strategy Officer,PhD,Divorced,3,Online,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,19,2,TRUE,FALSE,0.960259809,8,1,681,940.3520889,640140,2023-02-20,2022-01-09,2.569267029,2.735146196,2.53667971,2,-8,2021-11-21,10,0.514693959,1.246041141,Negative,International Transfers,App Issues,Low,55.70265756,169.1887957,714833,8.416834873,2023-09-28,Credit,2023-02-20 00:00:00,0.192742087,0.355680408,10.22838552,0.433767005,45795.3479
2128,77,F,Amyside,Premium,Glass blower/designer,Master,Single,1,Referral,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,86,8,FALSE,TRUE,0.267533794,19,6,258,275.0524834,70950,2023-12-11,2023-03-16,4.728028225,3.727200875,4.288865548,4,-8,2022-09-17,16,0.527412623,2.135282395,Positive,Mobile Deposit,App Issues,Medium,34.62918241,214.601221,654548,7.017883633,2023-12-29,Transfer,2023-12-11 00:00:00,0.766572192,5.805877005,3.951773355,0.321511348,90796.60238
2129,74,Other,Port Anthonychester,High,Cartographer,Bachelor,Married,2,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,6,FALSE,TRUE,0.421372018,10,9,129,906.9298135,116874,2022-10-15,2021-04-03,4.127376718,4.244425411,1.193503001,3,-64,2023-09-01,0,0.528733944,4.426270768,Negative,,Fees,Medium,12.38417973,384.3512524,768422,12.157229,2023-07-28,Transfer,2022-10-15 00:00:00,0.633985731,0.452127016,9.032840476,0.576288885,44587.018
2130,48,F,South Shannonfurt,Medium,Probation officer,PhD,Divorced,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,1,TRUE,FALSE,0.651158796,16,2,10,224.4836118,2240,2023-05-03,2021-06-20,3.939672832,4.821162554,4.347763255,10,65,2023-06-20,16,0.889038545,1.005341344,Negative,Investment Analytics,Transaction Delays,Low,80.01892135,710.289754,897689,1.335534868,2023-11-26,Credit,2023-05-03 00:00:00,0.47002706,1.09890239,12.62869452,0.509848742,90629.66882
2131,41,M,Stevenston,Low,Geoscientist,Bachelor,Widowed,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,4,TRUE,FALSE,0.392403194,4,6,611,897.2603518,548067,2023-04-17,2023-05-03,1.99126455,2.652052181,3.479246305,10,19,2022-08-27,1,0.793939701,4.764656751,Neutral,Investment Analytics,,Low,66.93839633,889.4187586,793993,9.73724708,2023-08-08,Credit,2023-04-17 00:00:00,0.322562044,4.897521778,17.84241256,0.219890043,46817.74304
2132,53,Other,New Donna,High,Patent attorney,PhD,Married,6,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,31,5,TRUE,TRUE,0.020945036,8,1,600,559.07729,335400,2021-11-02,2022-09-02,2.961803634,3.794086352,1.320770078,1,10,2021-11-13,17,0.635022411,3.752700281,Neutral,Mobile Deposit,,Medium,18.96241215,960.9593351,729984,5.35788242,2022-07-21,Debit,2021-11-02 00:00:00,0.227260229,6.365298248,4.526585313,0.430839577,11687.95673
2133,47,Other,Nicoleburgh,High,"Scientist, forensic",High School,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,1,FALSE,FALSE,0.7922304,6,2,178,190.6635012,33820,2022-09-07,2022-10-05,4.152155144,3.252261182,4.833769757,4,87,2021-09-21,2,0.557036256,2.516451193,Neutral,International Transfers,Fees,Medium,28.56116762,131.0630063,788647,6.199358203,2023-02-16,Transfer,2022-09-07 00:00:00,0.895381402,9.512930511,7.184993009,0.436454985,26495.99467
2134,41,Other,Jordanport,High,Civil Service fast streamer,PhD,Divorced,4,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,4,2,FALSE,TRUE,0.335649074,17,2,920,325.9936066,299000,2023-02-10,2023-07-21,4.387046767,1.723755537,4.489997353,7,39,2021-10-28,12,0.976020539,1.113996376,Neutral,,,Low,20.11547591,415.9835714,456451,24.89836338,2023-03-17,Debit,2023-02-10 00:00:00,0.023719604,7.571580653,9.345672745,0.503352053,12586.06351
2135,47,Other,Freemanville,High,Equities trader,PhD,Divorced,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,9,TRUE,TRUE,0.227664781,14,6,748,831.6443526,621588,2022-01-12,2023-07-11,1.791341179,2.222088687,3.75626093,5,3,2022-08-22,16,0.686279033,1.182561561,Negative,Investment Analytics,App Issues,Medium,25.84272924,146.7554645,29334,29.81928038,2023-10-27,Debit,2022-01-12 00:00:00,0.200747639,6.763428203,13.049752,0.548586965,9270.053936
2136,24,Other,Kellerside,Medium,"Journalist, newspaper",Master,Married,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,28,1,FALSE,FALSE,0.505565708,15,9,431,953.2261032,410743,2023-08-28,2022-06-27,2.244975453,4.396659926,2.476792262,5,99,2023-02-26,14,0.506868666,2.182289251,Negative,Mobile Deposit,Fees,Medium,37.40578219,441.6782911,507891,13.16051009,2023-10-14,Debit,2023-08-28 00:00:00,0.215983008,8.930403505,10.0148541,0.581253112,80312.59419
2137,52,M,Alvarezburgh,Low,Writer,Master,Single,2,Online,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,32,8,FALSE,FALSE,0.008432539,15,3,686,877.7435799,601622,2022-05-09,2022-12-01,1.650209111,4.231108869,3.0387507,6,11,2022-06-11,2,0.508004565,3.636541027,Negative,,Transaction Delays,Low,43.62613646,120.4369244,49017,2.885571739,2022-07-10,Debit,2022-05-09 00:00:00,0.296640637,8.739459008,2.393657954,0.107947528,23697.48527
2138,72,Other,South Joseshire,Medium,Electrical engineer,Bachelor,Married,3,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,86,9,TRUE,FALSE,0.863893178,19,9,714,872.7733999,622608,2022-04-07,2022-01-19,1.605149986,4.406036934,1.109178855,10,-42,2022-04-12,4,0.606423067,1.269041889,Negative,Mobile Deposit,Fees,Medium,91.45814747,808.9052269,466716,23.2848102,2022-09-22,Transfer,2022-04-07 00:00:00,0.690230869,6.174544653,10.43575842,0.242867517,88708.11066
2139,31,F,Jensenstad,Medium,"Nurse, mental health",Bachelor,Single,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,2,FALSE,TRUE,0.261349961,12,6,102,14.27280773,1428,2022-09-08,2022-03-09,1.853464218,1.170146879,3.687434462,3,10,2021-02-27,4,0.902916377,4.526601315,Negative,International Transfers,,Medium,41.50407531,797.3147422,764341,25.03142689,2023-02-18,Debit,2022-09-08 00:00:00,0.959553333,1.358862589,16.8306112,0.344843054,28387.95264
2140,27,Other,Luketown,Medium,Mudlogger,Bachelor,Single,4,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,12,2,FALSE,FALSE,0.922746811,4,2,916,453.9040731,414948,2021-10-23,2022-01-15,4.637327568,4.959970436,4.821539164,2,-82,2022-03-10,5,0.895591669,4.430576301,Positive,Investment Analytics,App Issues,High,50.49123738,956.5744284,821678,8.798672504,2022-02-28,Debit,2021-10-23 00:00:00,0.647714747,6.425237837,4.762800178,0.434192822,8658.119511
2141,33,Other,East Marystad,Medium,Geochemist,PhD,Married,4,Marketing,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,49,7,TRUE,FALSE,0.677756744,1,9,628,838.6614402,526264,2023-08-07,2021-06-10,2.450201821,3.228848778,1.87452539,7,-34,2022-09-13,15,0.511807178,2.140646696,Negative,Mobile Deposit,Transaction Delays,Low,98.90913223,51.90498091,801414,13.55851765,2023-12-17,Credit,2023-08-07 00:00:00,0.921175002,5.582821638,0.587476793,0.738507629,98161.28323
2142,71,Other,Port Patriciamouth,Medium,Sports coach,PhD,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,1,9,TRUE,FALSE,0.548648827,18,8,716,44.86206151,31504,2021-04-29,2022-06-16,2.990451268,3.024278584,2.630096868,9,67,2021-10-31,1,0.60049178,1.777863409,Negative,International Transfers,Fees,High,6.589796184,191.0324527,581217,10.63130396,2022-05-13,Transfer,2021-04-29 00:00:00,0.671630835,3.204904083,17.61848367,0.433257177,66269.28869
2143,61,Other,Davisstad,Medium,"Pharmacist, hospital",Bachelor,Married,4,Branch,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,74,9,TRUE,TRUE,0.806255429,4,1,188,697.1457893,131036,2023-04-26,2021-08-06,1.046621114,3.937635452,4.447496774,9,-78,2021-01-25,5,0.868845524,2.717682868,Negative,International Transfers,App Issues,Medium,25.87260181,898.5657632,34347,29.18112154,2023-12-23,Debit,2023-04-26 00:00:00,0.596858889,0.232268912,4.841108765,0.231300931,84545.26099
2144,62,Other,Robertton,Medium,Warehouse manager,High School,Widowed,7,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,27,3,FALSE,TRUE,0.993256473,0,2,535,506.0922445,270710,2023-05-04,2023-06-08,4.011887993,1.526715724,1.264584325,3,43,2022-06-16,12,0.536586116,2.129339893,Neutral,Mobile Deposit,Fees,Low,89.99227821,620.5423638,185869,25.36868755,2023-07-19,Transfer,2023-05-04 00:00:00,0.454149888,5.2434238,15.81425362,0.734594755,17536.55673
2145,73,M,East Jimmy,Low,Solicitor,High School,Divorced,2,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,88,7,FALSE,TRUE,0.251209013,0,5,791,792.4744837,626472,2023-12-22,2023-12-31,2.154311104,1.914266445,2.279949319,1,55,2023-01-16,4,0.707844682,4.801635429,Positive,International Transfers,App Issues,High,13.77760631,450.8099425,594482,8.18060696,2023-12-28,Debit,2023-12-22 00:00:00,0.69869435,4.347626498,13.46437228,0.341651488,92023.9149
2146,74,M,Brittanyland,Medium,Waste management officer,PhD,Single,1,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,99,6,FALSE,TRUE,0.355096112,15,5,585,268.182776,156780,2021-10-02,2021-02-06,3.816873532,4.768192564,4.765985654,2,-51,2023-11-08,19,0.980272956,3.330816806,Negative,International Transfers,Fees,Low,55.09101291,682.3034874,308821,20.06221422,2022-01-19,Credit,2021-10-02 00:00:00,0.548612334,0.117034705,3.076196989,0.904870059,34543.03666
2147,38,Other,Dannyburgh,High,Fish farm manager,High School,Divorced,2,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,17,8,TRUE,FALSE,0.484424551,16,5,830,883.3687219,732890,2023-03-07,2021-01-12,1.795452672,1.82723919,4.075989566,8,39,2023-11-25,15,0.789327689,3.944342802,Neutral,Mobile Deposit,App Issues,Low,57.26067283,252.9171074,444311,18.66985304,2023-07-07,Credit,2023-03-07 00:00:00,0.40687489,5.030650608,10.23817357,0.877563326,15250.1177
2148,67,M,New Markmouth,High,Television camera operator,High School,Married,4,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,72,8,TRUE,FALSE,0.53947765,6,9,132,303.7812888,39996,2022-05-13,2023-03-20,2.508169237,2.346337191,1.32368315,5,-57,2023-04-12,15,0.715419035,3.122458053,Negative,Investment Analytics,,High,88.63324303,727.5359384,758965,14.46931852,2022-05-17,Transfer,2022-05-13 00:00:00,0.773574955,3.275649491,6.587909484,0.918975372,27995.07253
2149,50,F,Bradleychester,Medium,Occupational hygienist,Bachelor,Divorced,2,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,8,FALSE,TRUE,0.552970623,9,7,733,951.6820843,697083,2022-06-07,2021-08-27,3.070481211,1.984741957,2.857836076,9,14,2023-09-04,6,0.980392506,4.346472863,Negative,Investment Analytics,,Medium,93.69009136,494.8022349,231576,21.47712448,2023-12-16,Transfer,2022-06-07 00:00:00,0.170614709,1.588498246,18.03661803,0.129395928,90010.18455
2150,24,Other,Andrewfort,Medium,Water engineer,High School,Single,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,99,8,FALSE,FALSE,0.548972505,3,7,155,644.0696423,99820,2022-02-21,2021-01-28,3.525086969,2.933547278,3.050145994,3,-83,2021-12-15,19,0.753235076,1.391080242,Negative,Investment Analytics,App Issues,Medium,52.90276754,657.5260781,764588,24.84815393,2023-06-14,Debit,2022-02-21 00:00:00,0.419183217,0.316835355,13.3891691,0.454865157,11275.61247
2151,32,F,West Nicholasfurt,Low,Stage manager,High School,Single,6,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,45,6,FALSE,FALSE,0.828241617,3,5,989,205.0146832,202745,2022-11-08,2021-12-18,1.659497438,4.215831029,3.961690001,1,-41,2022-12-06,10,0.800910768,3.890797324,Positive,International Transfers,,Low,61.93148865,308.2945326,446121,28.38220199,2023-12-31,Debit,2022-11-08 00:00:00,0.683091078,3.741039317,12.49322843,0.859767733,90647.42651
2152,49,F,Ashleyfort,High,Printmaker,PhD,Divorced,5,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,9,FALSE,TRUE,0.404600638,12,7,313,778.1815592,243514,2021-06-11,2023-09-05,2.729312022,4.350277577,1.857518047,3,67,2021-11-16,2,0.756187003,4.07028441,Positive,Mobile Deposit,Fees,Low,41.16471974,535.8696589,732920,14.07437188,2021-12-23,Transfer,2021-06-11 00:00:00,0.812168888,1.164811968,3.421717481,0.855317472,51648.46876
2153,37,Other,Lake Emilymouth,Medium,Insurance underwriter,PhD,Widowed,4,Branch,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,32,5,TRUE,TRUE,0.010971208,12,0,324,539.4378994,174636,2023-07-11,2023-08-01,1.047205553,2.299906884,1.942273538,4,-14,2023-10-24,14,0.875170202,2.441138941,Neutral,Mobile Deposit,Transaction Delays,Low,12.51195775,103.4538108,970992,19.55681401,2023-07-12,Credit,2023-07-11 00:00:00,0.778458946,8.111910179,19.37402835,0.399273996,70655.2304
2154,32,F,Shawmouth,Medium,Risk manager,PhD,Single,7,Online,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,98,4,TRUE,TRUE,0.875693653,2,6,322,413.7843207,132986,2023-01-30,2023-04-10,1.530837438,1.296894018,4.410727191,6,42,2022-10-06,16,0.666163528,1.341634472,Neutral,,Transaction Delays,Medium,93.37999271,192.887387,527070,22.15082184,2023-10-31,Credit,2023-01-30 00:00:00,0.730336499,7.87941223,2.641329315,0.14295602,81344.73882
2155,65,F,New Kevin,High,Museum/gallery curator,High School,Widowed,7,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,32,7,TRUE,TRUE,0.662252186,10,2,510,477.3907457,243270,2021-07-09,2023-09-24,2.312720457,1.450159647,1.897702733,1,81,2023-12-08,2,0.576039128,3.61319776,Negative,Mobile Deposit,Transaction Delays,Low,19.91159513,11.89904998,912169,15.27723968,2023-02-06,Debit,2021-07-09 00:00:00,0.556531953,5.248923066,14.79937314,0.791089029,63555.26479
2156,38,F,Harrisland,Medium,Tax adviser,Bachelor,Single,7,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,95,3,FALSE,TRUE,0.189481527,17,2,711,405.3441808,287955,2022-01-26,2022-09-13,4.747377272,4.266434838,2.790246543,1,26,2023-02-06,1,0.735949262,2.21639079,Neutral,Mobile Deposit,,Medium,48.50259188,307.6414227,287966,24.7652123,2023-05-24,Credit,2022-01-26 00:00:00,0.442268805,3.107066823,18.99198465,0.523468589,81645.91148
2157,59,Other,West Joseph,Low,Insurance underwriter,Master,Divorced,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,83,8,TRUE,TRUE,0.029600896,19,8,313,710.3908125,222230,2021-04-16,2023-01-09,4.533156131,2.715007282,3.780495075,1,94,2023-02-14,13,0.866346566,3.334590045,Negative,Mobile Deposit,,Medium,55.90320938,20.1336202,824614,0.544710395,2021-08-22,Credit,2021-04-16 00:00:00,0.911313806,2.724524133,8.964267178,0.331890142,87287.9148
2158,43,Other,Wendyfurt,Medium,Chemical engineer,PhD,Single,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,29,8,TRUE,TRUE,0.315779857,10,0,43,266.2676592,11438,2022-07-04,2023-03-20,3.095369065,4.284968873,3.099553114,6,-38,2023-09-21,4,0.733327554,4.524080897,Neutral,Investment Analytics,Fees,Medium,34.52004626,502.4291236,904211,20.91660977,2022-07-12,Debit,2022-07-04 00:00:00,0.511709212,0.827438307,5.605654986,0.799665402,61511.67936
2159,31,F,New Julia,Medium,Land,PhD,Widowed,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,5,FALSE,TRUE,0.124447734,17,8,944,516.9566047,487104,2023-02-12,2022-09-12,3.417637493,1.056563675,4.661426146,5,22,2021-12-13,3,0.601170156,4.327887076,Positive,Investment Analytics,Customer Service,Low,75.81235334,43.83750717,58472,5.335139079,2023-10-03,Transfer,2023-02-12 00:00:00,0.868522367,3.457513878,12.39409098,0.250170383,71315.74136
2160,74,Other,Lake Meganville,Medium,"Librarian, public",PhD,Widowed,5,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,52,8,FALSE,FALSE,0.896825502,13,4,426,757.8743375,322482,2021-03-22,2021-06-29,2.153122967,1.139710631,3.044603643,8,82,2023-12-12,11,0.574856784,3.303557511,Negative,Mobile Deposit,Fees,Medium,70.44946745,198.703423,561481,11.97887102,2023-05-14,Debit,2021-03-22 00:00:00,0.21669613,9.277399789,12.47551472,0.083923019,39102.3904
2161,54,Other,Joshuashire,High,Theatre stage manager,Bachelor,Divorced,6,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,88,3,FALSE,TRUE,0.277866346,10,8,738,152.1741408,112176,2021-05-30,2021-09-14,3.679429933,2.261934125,1.830097719,8,67,2023-09-15,6,0.985508594,1.43433791,Neutral,International Transfers,Fees,Medium,22.89969532,460.2869793,688693,24.72979764,2023-09-25,Transfer,2021-05-30 00:00:00,0.287834304,9.879514204,13.0372677,0.138170983,7887.768658
2162,75,F,Simmonsstad,Medium,Games developer,Master,Widowed,3,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,45,3,TRUE,FALSE,0.70566609,12,0,524,298.9168396,156152,2022-01-21,2021-10-04,1.948500421,1.816653697,4.326558093,8,37,2021-12-26,10,0.960794,2.790014155,Positive,International Transfers,App Issues,Low,46.1432285,322.6227494,637520,24.14636172,2022-09-07,Credit,2022-01-21 00:00:00,0.602626714,0.615183223,12.6390442,0.869853819,99085.66584
2163,38,Other,Lake Madisonhaven,High,Interior and spatial designer,Master,Widowed,4,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,43,4,TRUE,TRUE,0.657989163,10,5,91,221.3181062,20111,2022-03-21,2021-01-29,1.010039239,3.580789614,4.115250287,4,-46,2023-09-19,19,0.655481823,3.903303482,Negative,Mobile Deposit,,Medium,88.76695255,202.4216185,465473,13.69327976,2023-10-10,Transfer,2022-03-21 00:00:00,0.637856735,1.850316875,0.94454949,0.239590911,90747.71713
2164,20,M,Ryanside,Medium,Artist,PhD,Divorced,3,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,74,9,TRUE,TRUE,0.713974933,6,0,438,576.1907152,252288,2023-09-09,2022-01-26,4.852943385,3.341269784,1.808938869,4,-5,2023-02-17,1,0.981705181,3.268000724,Positive,Mobile Deposit,Transaction Delays,Medium,58.4616172,405.2919478,429633,0.935570392,2023-12-28,Transfer,2023-09-09 00:00:00,0.46924701,4.376118953,2.729981915,0.383884148,33758.31891
2165,54,Other,Jamesfurt,Medium,Clinical psychologist,High School,Single,1,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,5,TRUE,TRUE,0.530042259,9,0,86,417.9392225,35862,2022-03-04,2021-08-18,2.526515303,4.5772103,4.084630704,3,-92,2021-01-30,1,0.809835715,2.317170607,Negative,,Fees,Medium,24.0731245,85.9090035,190476,11.30766014,2022-08-21,Credit,2022-03-04 00:00:00,0.65111139,8.139180817,9.79504186,0.568552506,5534.416209
2166,66,M,Colleenmouth,Medium,Company secretary,PhD,Divorced,6,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,27,6,FALSE,TRUE,0.729680779,5,4,463,330.7078863,152790,2022-11-13,2021-02-02,3.090882866,4.153847276,2.289049354,6,-28,2021-05-13,9,0.65406071,2.233612708,Neutral,Mobile Deposit,Customer Service,Medium,26.30663952,701.8083186,293651,10.24591944,2023-07-18,Debit,2022-11-13 00:00:00,0.006467348,5.017514843,9.668898258,0.121743074,71546.25306
2167,36,F,North Courtney,Medium,Visual merchandiser,PhD,Single,2,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,34,4,FALSE,TRUE,0.512392107,5,4,875,364.2127829,318500,2022-09-13,2022-01-21,1.40037015,1.403218587,3.261188198,10,90,2022-12-03,17,0.652447878,3.71380398,Neutral,Investment Analytics,Transaction Delays,Low,49.30180858,548.3779184,987819,6.021818904,2023-10-24,Credit,2022-09-13 00:00:00,0.264680295,0.348271765,8.069865436,0.437203509,86486.44286
2168,29,Other,New Victor,Medium,Control and instrumentation engineer,High School,Single,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,9,TRUE,TRUE,0.377607164,17,0,586,474.8423779,277764,2021-02-01,2021-02-24,3.109266085,4.548401811,4.883564835,8,8,2022-04-06,16,0.9500172,3.526753559,Neutral,International Transfers,App Issues,High,84.15992973,221.1381415,248462,3.925462097,2023-10-02,Transfer,2021-02-01 00:00:00,0.551778826,5.153741127,15.4157443,0.891675318,80042.59652
2169,78,F,Adamsside,Medium,Tour manager,High School,Single,7,Referral,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,8,4,TRUE,FALSE,0.858441159,10,1,291,424.2299674,123384,2022-03-10,2022-03-05,4.609413334,1.480081057,1.177146871,7,-40,2022-09-26,5,0.685273207,3.369002873,Positive,Budgeting Tools,Fees,High,23.27111852,846.0201014,412403,9.503238032,2023-07-03,Debit,2022-03-10 00:00:00,0.579715028,5.646762677,2.25916872,0.634918866,65161.62276
2170,58,F,Michaelton,High,Education administrator,PhD,Married,6,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,21,3,FALSE,TRUE,0.458726202,14,2,424,709.2607495,300616,2022-01-25,2023-09-13,4.510595817,1.786906192,1.682746138,5,-42,2022-02-27,10,0.538946781,4.808033069,Positive,,Fees,High,17.56493858,89.90526104,956271,12.3342507,2023-05-06,Transfer,2022-01-25 00:00:00,0.264484715,5.295596992,10.12577116,0.117913324,60484.30028
2171,50,F,West Steven,Medium,Barrister,Bachelor,Single,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,2,TRUE,TRUE,0.568037086,17,2,949,695.7865607,659555,2021-08-29,2021-10-25,3.311760491,3.021239393,3.424403223,4,-15,2022-04-05,16,0.869844313,4.579364644,Neutral,Investment Analytics,,Medium,35.08206044,777.6097761,8251,21.8229526,2023-10-02,Credit,2021-08-29 00:00:00,0.992594824,8.882709551,4.973634569,0.53851993,31124.37485
2172,67,F,East Julie,Low,Purchasing manager,Bachelor,Divorced,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,88,3,TRUE,FALSE,0.465005333,7,6,852,36.36217654,30672,2023-09-08,2022-05-11,4.426958667,1.446331848,1.200344928,3,-35,2021-11-04,14,0.573596892,2.256063358,Positive,International Transfers,App Issues,Medium,6.867774521,39.35760362,811444,17.0307597,2023-12-13,Transfer,2023-09-08 00:00:00,0.067396077,4.081793964,10.82107107,0.781603632,64881.44316
2173,50,F,Meganchester,Low,Media planner,High School,Divorced,2,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,84,1,FALSE,FALSE,0.775498662,8,1,288,712.535347,205056,2022-05-12,2023-06-12,2.45696153,1.907261229,1.439908254,3,-38,2022-07-24,9,0.845538734,1.995904546,Negative,International Transfers,App Issues,Low,89.47289081,586.3625771,121196,16.88916092,2022-09-07,Credit,2022-05-12 00:00:00,0.485845793,1.105809119,10.74820906,0.515132305,4527.822709
2174,41,Other,Michelleland,Low,Fine artist,PhD,Divorced,4,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,24,8,TRUE,TRUE,0.539754039,2,2,212,229.7887068,48548,2022-02-23,2022-01-26,1.77011078,2.790842708,3.451954934,8,-56,2021-09-02,3,0.846269699,4.690941675,Neutral,,Transaction Delays,High,48.6757804,593.5143036,520006,25.42813746,2022-06-26,Debit,2022-02-23 00:00:00,0.409868157,5.037313004,0.101942767,0.516575205,66384.67255
2175,78,M,Port Robert,Medium,Museum/gallery curator,Bachelor,Married,4,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,80,1,TRUE,FALSE,0.47077908,14,0,389,425.6241411,165325,2023-03-24,2021-06-26,2.686523478,1.993699938,4.365858761,4,21,2022-02-08,12,0.78521406,1.833225259,Negative,International Transfers,Customer Service,Low,89.52601548,151.7894883,249663,27.04390683,2023-12-05,Credit,2023-03-24 00:00:00,0.701251371,2.24604257,9.873935169,0.834668877,10143.49311
2176,78,Other,Debbieview,Low,Armed forces operational officer,PhD,Widowed,7,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,78,6,FALSE,FALSE,0.257825357,19,0,669,230.2320683,153870,2022-05-06,2022-09-09,4.238529015,4.786423378,3.182945567,1,-68,2023-01-01,0,0.786575728,4.908630481,Negative,Mobile Deposit,,Low,60.58878716,724.2275397,126478,11.97965001,2023-03-01,Transfer,2022-05-06 00:00:00,0.298882411,0.318839213,5.901864968,0.102494008,4068.369524
2177,45,Other,South John,Low,Make,PhD,Married,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,2,TRUE,TRUE,0.911541744,13,0,219,127.7806851,27813,2022-10-21,2023-08-08,3.827445385,1.648016782,1.747046011,5,-26,2023-10-19,14,0.675119569,1.861785699,Neutral,Budgeting Tools,App Issues,High,75.32768856,545.5179295,950394,25.29821859,2022-12-31,Debit,2022-10-21 00:00:00,0.298811431,6.727214425,11.99316437,0.317360475,85494.55969
2178,75,Other,East Anthony,Medium,Clothing/textile technologist,PhD,Divorced,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,6,3,TRUE,FALSE,0.863170207,1,0,346,588.0871181,203448,2022-08-03,2021-10-31,2.538565052,3.292753328,1.525555821,2,-75,2023-07-30,4,0.705456593,1.433121628,Neutral,,,Medium,22.19091759,263.1095001,154739,24.61269373,2023-06-25,Credit,2022-08-03 00:00:00,0.196886071,4.681854167,1.650289666,0.996666963,24027.50106
2179,60,Other,Stevenside,High,Building services engineer,Bachelor,Divorced,5,Branch,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,58,9,TRUE,FALSE,0.431493661,17,3,11,951.120174,10461,2023-02-19,2023-08-29,2.366005408,2.991363017,4.282533807,10,57,2021-01-25,5,0.56050513,2.562681445,Negative,International Transfers,Customer Service,High,6.228667433,726.8500844,387839,6.770967293,2023-04-25,Debit,2023-02-19 00:00:00,0.446921318,2.50830373,19.27373553,0.823265693,91366.10901
2180,58,M,Hendersonton,Low,Public relations account executive,Master,Widowed,5,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,95,9,FALSE,TRUE,0.659719406,0,0,29,378.2458256,10962,2023-08-13,2023-05-15,4.857295239,2.810034106,4.610985643,3,-85,2023-12-10,6,0.777310646,4.603955268,Positive,Investment Analytics,Customer Service,High,48.50281446,477.2214237,328431,1.494380098,2023-12-14,Credit,2023-08-13 00:00:00,0.820618302,0.465871622,15.98477184,0.256123144,34833.32368
2181,56,Other,East Joseph,Medium,Careers information officer,PhD,Married,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,71,6,TRUE,TRUE,0.508113137,1,3,636,681.4856897,433116,2023-12-29,2021-02-14,2.053506948,1.935184437,4.018746132,5,83,2022-04-13,7,0.908250732,3.925417337,Negative,Investment Analytics,Fees,Low,65.48106603,436.0610083,298104,27.6555603,2023-12-31,Transfer,2023-12-29 00:00:00,0.682894627,4.537661662,15.19046717,0.716130315,21790.88955
2182,66,F,West Kristineview,High,"Pharmacist, hospital",Bachelor,Divorced,5,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,66,7,TRUE,FALSE,0.176183372,12,5,620,458.5225056,283960,2023-01-06,2021-08-27,2.232566181,1.762996084,1.87805147,4,37,2022-02-19,11,0.515122147,3.394364437,Positive,Budgeting Tools,,Medium,16.98843297,15.47209527,31836,29.55096406,2023-09-21,Debit,2023-01-06 00:00:00,0.474683901,1.596270974,11.47303815,0.279138753,24317.21829
2183,34,Other,Lake Melissa,Premium,Biomedical engineer,Master,Single,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,5,TRUE,FALSE,0.376029129,12,2,660,189.4688123,124740,2022-09-24,2021-12-07,2.38917165,2.214929577,2.408154261,3,85,2023-01-15,14,0.854427836,3.806260154,Negative,International Transfers,App Issues,High,12.64715911,499.8872993,989536,17.92955124,2023-04-11,Debit,2022-09-24 00:00:00,0.945679262,5.348060421,6.737929606,0.816565326,95422.91161
2184,82,Other,Caseyton,High,Ergonomist,High School,Single,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,99,7,TRUE,FALSE,0.853217709,13,2,43,921.7580263,39603,2022-06-20,2021-11-09,4.131870489,3.370166655,2.723027099,2,32,2021-03-09,2,0.567126977,3.080633136,Positive,,App Issues,Medium,70.50885447,628.0681816,700702,10.2716543,2023-01-09,Transfer,2022-06-20 00:00:00,0.891542731,9.636017262,13.0743811,0.782508615,35635.7721
2185,22,M,West Carolynland,Medium,"Therapist, occupational",Bachelor,Divorced,6,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,6,TRUE,FALSE,0.79743805,11,4,582,455.1148607,264810,2023-01-07,2023-07-01,4.400640827,3.323506187,1.49693673,10,56,2023-03-28,8,0.89935752,2.271307113,Positive,Mobile Deposit,Transaction Delays,Low,11.81527848,819.1274874,137858,19.83833584,2023-01-07,Credit,2023-01-07 00:00:00,0.56375051,6.281530475,18.40519396,0.774884846,69777.14105
2186,19,M,Mosleyland,High,Soil scientist,Master,Single,1,Branch,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,64,5,TRUE,FALSE,0.102491292,19,9,136,18.324928,2448,2023-11-17,2023-09-21,1.868348358,4.090159635,2.013639295,8,-62,2021-07-22,10,0.500488269,2.988001698,Negative,International Transfers,Customer Service,Medium,49.18846711,956.024869,407106,1.566391338,2023-12-25,Credit,2023-11-17 00:00:00,0.806710761,3.362096566,18.4768714,0.05601674,89819.11182
2187,39,F,Hahnberg,Medium,"Surveyor, building control",Bachelor,Widowed,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,3,TRUE,TRUE,0.075321349,1,1,173,462.0737122,79926,2023-10-16,2023-08-24,2.62950669,2.213801414,3.906508928,7,27,2022-11-06,19,0.538398684,2.519168723,Positive,Investment Analytics,Customer Service,Medium,6.826621207,238.3416179,662845,22.55334453,2023-10-23,Credit,2023-10-16 00:00:00,0.092501016,2.256345486,10.96409702,0.919320067,84404.64823
2188,74,Other,North Ashley,Medium,Nutritional therapist,Master,Divorced,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,59,2,FALSE,FALSE,0.853516742,1,3,367,15.87360061,5505,2023-08-13,2021-02-10,4.46158406,3.838425109,4.129535027,9,11,2023-11-06,11,0.910980218,4.072090299,Negative,Budgeting Tools,Transaction Delays,High,8.123711517,841.1601364,128464,6.210807942,2023-08-15,Debit,2023-08-13 00:00:00,0.916684436,3.421258449,18.33829832,0.814228029,54591.56917
2189,83,Other,New Elizabethshire,High,"Engineer, maintenance (IT)",Master,Married,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,5,TRUE,FALSE,0.899308205,13,0,834,795.9816259,663030,2021-07-21,2023-07-10,2.254270616,4.528641515,1.729751828,1,43,2021-05-18,7,0.634712815,1.666936883,Negative,,Transaction Delays,Low,83.51266537,118.3724502,706063,2.879435898,2022-10-17,Transfer,2021-07-21 00:00:00,0.902623878,6.362931542,13.16973006,0.335004972,99911.22108
2190,33,Other,Tylerland,Medium,"Pharmacist, community",Bachelor,Divorced,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,57,8,TRUE,FALSE,0.294233145,6,9,190,374.1775807,71060,2023-08-20,2022-05-12,2.615327875,4.431581647,2.306480791,1,27,2022-07-10,13,0.9468717,2.799418219,Negative,Mobile Deposit,Transaction Delays,Low,64.05180136,710.5891046,262477,27.01807334,2023-09-10,Transfer,2023-08-20 00:00:00,0.423078671,0.834762188,9.69295521,0.499580903,86865.03372
2191,68,F,New David,Premium,Interior and spatial designer,High School,Widowed,2,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,43,5,FALSE,TRUE,0.349286524,3,8,695,618.4626661,429510,2022-10-18,2022-02-17,3.21464934,2.862971759,2.97738562,10,-60,2021-06-12,15,0.890560346,1.426655041,Negative,International Transfers,Fees,Medium,16.3143119,691.3659492,142994,16.74871844,2022-12-31,Transfer,2022-10-18 00:00:00,0.956317882,1.547468911,19.44184783,0.810854897,64662.1598
2192,56,M,Markshire,High,Fish farm manager,PhD,Married,7,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,47,3,FALSE,TRUE,0.335802807,10,2,603,769.0486766,463707,2022-02-21,2022-08-27,3.565771524,3.645311914,1.70032439,4,11,2021-04-25,2,0.820649846,1.173162259,Neutral,Budgeting Tools,Transaction Delays,Medium,5.099210079,24.5505546,398813,14.70570353,2022-05-06,Credit,2022-02-21 00:00:00,0.153462745,4.771910152,9.143701458,0.995951834,47771.8186
2193,57,F,Shafferbury,High,Paediatric nurse,Master,Widowed,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,3,TRUE,FALSE,0.126968382,6,7,422,37.42839792,15614,2023-01-30,2023-03-14,2.214472186,4.32636394,4.452606628,4,-57,2023-07-04,0,0.649884921,1.929859155,Negative,International Transfers,Transaction Delays,Medium,36.02412816,451.6131367,460912,18.51236101,2023-02-23,Transfer,2023-01-30 00:00:00,0.267324772,9.57164731,18.80182758,0.952364812,88153.4074
2194,55,Other,Robinsonville,High,Comptroller,PhD,Single,1,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,24,5,FALSE,TRUE,0.745010607,0,3,980,522.9018796,511560,2022-10-03,2021-04-15,3.303473349,1.620818972,2.210222544,8,-64,2023-12-07,17,0.919767599,1.644169815,Positive,Mobile Deposit,App Issues,High,22.41256657,627.794479,513489,29.84501984,2023-11-30,Debit,2022-10-03 00:00:00,0.735059042,9.414682897,4.499416605,0.617851485,2945.891679
2195,77,M,East Tara,Medium,Chiropodist,High School,Single,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,24,9,TRUE,TRUE,0.370086003,12,5,990,641.6970618,634590,2023-04-28,2022-11-15,3.897680097,4.829306614,1.99156555,4,-92,2022-05-23,12,0.596877837,4.127431347,Negative,Mobile Deposit,Fees,High,52.26924306,825.8406037,227189,5.775823225,2023-06-03,Credit,2023-04-28 00:00:00,0.894079864,0.026487523,7.188993361,0.518168673,76927.75227
2196,76,M,Ortizshire,Medium,"Scientist, biomedical",PhD,Single,7,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,56,8,TRUE,FALSE,0.83622715,7,9,861,476.4544535,409836,2021-04-04,2021-01-17,1.360357233,3.408746157,4.574230501,6,-67,2022-05-17,11,0.945933516,1.641630096,Positive,Budgeting Tools,,High,68.1082723,846.9083939,132444,6.325073103,2023-04-07,Debit,2021-04-04 00:00:00,0.208393778,5.612946562,14.39991345,0.228387846,27748.56614
2197,27,F,South Amandaville,High,TEFL teacher,PhD,Widowed,1,Branch,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,12,7,FALSE,TRUE,0.878519252,15,3,194,313.2305382,60722,2022-03-30,2021-07-30,4.997287552,2.129760226,3.69452254,5,92,2022-06-09,4,0.878210318,3.689388396,Positive,Mobile Deposit,App Issues,High,27.91097361,281.2437025,304352,21.20061301,2023-01-09,Debit,2022-03-30 00:00:00,0.94309399,2.761442071,7.885745273,0.353651009,73102.33233
2198,81,M,Amyfort,High,Gaffer,Bachelor,Widowed,1,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,76,5,FALSE,FALSE,0.912793443,18,3,527,468.5852751,246636,2021-10-26,2023-06-04,4.730993495,3.096343043,3.049888937,10,-19,2022-01-10,6,0.674208656,3.011498433,Positive,,Fees,High,94.94283872,584.4334019,590471,24.78208963,2022-03-19,Credit,2021-10-26 00:00:00,0.730777667,0.421695265,5.780419055,0.035321409,55513.45528
2199,80,M,West Natasha,High,Land,Bachelor,Divorced,3,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,11,9,TRUE,FALSE,0.817942113,15,5,801,399.2577777,319599,2021-02-03,2023-05-02,1.611673049,3.946554575,1.429018533,6,-82,2022-05-17,5,0.587165852,2.444523347,Neutral,Investment Analytics,,Low,93.57372673,766.2540754,635212,28.10080231,2022-03-06,Debit,2021-02-03 00:00:00,0.935732015,7.050704543,5.922108761,0.625446481,44204.01541
2200,66,Other,West Thomas,High,Microbiologist,High School,Married,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,95,2,FALSE,FALSE,0.788910729,12,7,779,615.4529135,479085,2022-06-19,2023-10-13,2.327789401,4.284731465,1.581250137,5,-51,2022-04-13,8,0.720906297,1.246695106,Neutral,,Fees,High,4.052239036,821.8643998,22151,23.9876439,2023-04-17,Transfer,2022-06-19 00:00:00,0.382192825,6.921453407,2.999217459,0.320288932,17508.90996
2201,81,Other,Loritown,Premium,Tour manager,Bachelor,Married,1,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,98,6,FALSE,TRUE,0.449487938,6,8,936,474.4206454,443664,2023-05-06,2022-08-19,2.12594156,2.23267503,1.895323353,8,-20,2023-07-24,3,0.565528878,2.667641219,Negative,International Transfers,,Low,53.98621618,403.0816046,659902,15.72288867,2023-10-25,Credit,2023-05-06 00:00:00,0.800148979,4.881956764,1.245739897,0.370835997,65497.50657
2202,49,M,Port Joditon,High,Banker,Master,Widowed,4,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,91,7,FALSE,FALSE,0.026947471,18,1,856,138.8983518,118128,2022-08-28,2021-03-17,1.088297995,2.36895407,1.87416622,3,66,2021-12-30,3,0.742629692,3.274795245,Positive,Budgeting Tools,Customer Service,Medium,56.89793251,429.9273736,202215,21.42668631,2023-01-23,Transfer,2022-08-28 00:00:00,0.469752074,5.699933116,17.98183642,0.245238185,29177.9684
2203,24,M,West Angela,Medium,Museum education officer,High School,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,62,7,FALSE,FALSE,0.112062616,4,5,169,93.08332839,15717,2021-11-09,2023-09-26,3.007904392,4.271411761,4.548069206,4,-16,2021-03-24,2,0.613446808,1.470808919,Neutral,Mobile Deposit,Fees,Low,29.31425601,620.4260921,18241,16.01046677,2023-03-24,Transfer,2021-11-09 00:00:00,0.944649585,2.331603367,12.24423302,0.063628104,89572.83981
2204,38,F,Daniellestad,Low,"Radiographer, diagnostic",Bachelor,Single,1,Online,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,61,4,FALSE,FALSE,0.530875356,1,0,591,171.5800537,101061,2022-02-06,2023-03-30,1.632912731,4.357672062,4.767379689,3,-85,2022-06-29,5,0.502241785,4.63855471,Negative,,Customer Service,High,27.15486127,219.8206046,745754,19.6783905,2022-09-15,Credit,2022-02-06 00:00:00,0.153987655,5.409198134,10.02001746,0.759336661,61372.64173
2205,37,F,New Michellemouth,High,Actor,Bachelor,Widowed,5,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,83,2,FALSE,TRUE,0.360025533,8,6,901,74.95845906,66674,2022-11-07,2023-09-23,1.546992788,3.749365977,2.667578692,3,61,2022-07-23,10,0.765796033,1.44319728,Neutral,Budgeting Tools,Fees,Medium,35.43424152,569.6497732,979834,2.320894504,2023-10-20,Credit,2022-11-07 00:00:00,0.95086325,0.152025247,13.99405898,0.46966601,70989.51581
2206,43,M,Smithfurt,Medium,Artist,High School,Single,7,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,27,1,FALSE,FALSE,0.829081781,15,9,457,261.030011,119277,2022-04-17,2023-11-18,1.842879722,3.733816309,1.802448585,2,-54,2021-07-07,4,0.649957999,4.322304239,Positive,International Transfers,Fees,High,47.32440993,669.5330626,888871,19.37225153,2022-06-09,Debit,2022-04-17 00:00:00,0.40871525,6.664354501,17.82748294,0.918419356,79040.18934
2207,32,Other,Kevinbury,Medium,Agricultural consultant,Master,Widowed,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,54,1,TRUE,FALSE,0.56313989,3,2,900,79.26090241,71100,2023-02-17,2023-09-27,4.038306766,2.005323688,2.094784064,6,-17,2022-01-25,10,0.805555833,4.132986736,Negative,International Transfers,App Issues,High,27.82335668,71.17675292,967030,9.547571515,2023-08-14,Credit,2023-02-17 00:00:00,0.965137666,0.19489829,6.593453218,0.171724149,24863.41494
2208,31,M,Jasonburgh,Medium,"Therapist, music",High School,Married,4,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,94,3,TRUE,TRUE,0.098833612,9,8,219,607.5452942,132933,2022-05-19,2022-04-20,1.516752042,4.824465501,1.093716216,1,-63,2021-05-11,7,0.65637834,4.538757763,Negative,,Fees,Medium,61.04819333,602.1271917,85293,16.15612549,2023-09-26,Debit,2022-05-19 00:00:00,0.028285156,3.852217132,9.996775634,0.956670602,35006.29835
2209,44,M,Welchchester,High,"Teacher, primary school",Bachelor,Divorced,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,7,TRUE,FALSE,0.478531096,2,5,746,450.2317781,335700,2023-10-20,2021-05-05,3.513882329,4.400864065,1.860327406,3,-34,2021-09-29,13,0.842213937,1.424613169,Neutral,Budgeting Tools,Fees,High,90.99717493,892.9425246,561221,4.047788762,2023-12-16,Debit,2023-10-20 00:00:00,0.823414413,1.997299703,0.930836963,0.673911003,42018.89699
2210,57,Other,West Michellefort,High,Illustrator,Bachelor,Widowed,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,74,5,FALSE,TRUE,0.82196308,0,8,964,262.8993108,252568,2022-11-23,2023-12-18,2.163132654,4.486963622,1.062032065,3,-27,2023-12-07,17,0.833390665,2.840720825,Positive,Investment Analytics,Customer Service,High,73.20806468,486.3909199,866124,16.46823017,2023-07-21,Debit,2022-11-23 00:00:00,0.636516145,6.100342859,15.60061457,0.590770508,94886.60551
2211,75,Other,Mclaughlinmouth,High,Copy,High School,Single,1,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,41,7,TRUE,FALSE,0.86308116,6,5,421,22.42389738,9262,2022-06-12,2021-02-08,1.273617172,1.7822501,4.847057188,1,59,2022-09-13,19,0.512503434,2.258093735,Positive,International Transfers,App Issues,High,13.28285149,692.7970922,941462,19.95136314,2022-09-16,Transfer,2022-06-12 00:00:00,0.901843558,1.900084088,1.414388376,0.980138592,19309.04413
2212,45,F,Mcdowellville,Medium,Hydrogeologist,Master,Divorced,6,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,60,9,TRUE,TRUE,0.166057303,2,3,115,154.7782399,17710,2023-09-28,2023-05-15,4.911784003,4.935230825,3.494561481,1,71,2021-05-05,0,0.844252689,3.74270314,Positive,Mobile Deposit,Fees,Low,4.423754448,700.7070878,395520,6.007617548,2023-12-16,Debit,2023-09-28 00:00:00,0.125197492,2.965591252,8.410250221,0.123066681,38281.07438
2213,43,F,Lake Jose,High,Set designer,Master,Single,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,79,8,TRUE,TRUE,0.100299753,10,5,501,670.048383,335670,2023-10-02,2022-10-09,3.59095332,2.78219105,3.696480509,10,23,2022-03-02,9,0.591475495,1.748462855,Neutral,,,Low,64.76412102,793.0218104,154076,2.942925332,2023-11-25,Transfer,2023-10-02 00:00:00,0.717386997,8.348919657,14.35258314,0.559438081,21442.21183
2214,80,F,West Robertside,High,Telecommunications researcher,PhD,Single,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,1,FALSE,FALSE,0.386990586,12,0,13,256.9143427,3328,2023-08-02,2021-05-11,1.814441541,3.727486406,1.329391946,10,90,2022-04-12,18,0.910367707,1.359885617,Negative,International Transfers,App Issues,Low,65.72458772,451.5582294,819927,11.31220726,2023-09-01,Credit,2023-08-02 00:00:00,0.940455045,8.063190786,8.805527974,0.872514887,69130.63982
2215,83,F,Shawntown,Medium,Fitness centre manager,Master,Divorced,3,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,4,FALSE,TRUE,0.065515446,16,9,149,339.5923492,50511,2021-12-11,2022-07-03,3.024717706,4.59474474,2.844020242,6,100,2022-05-15,6,0.559500665,1.875230875,Neutral,Budgeting Tools,Transaction Delays,High,63.98058176,699.8525027,546388,13.63548292,2023-11-05,Transfer,2021-12-11 00:00:00,0.919159441,2.897132723,9.405411007,0.810408846,81686.25081
2216,42,Other,Lake Darlenemouth,Medium,Editorial assistant,High School,Divorced,4,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,4,5,FALSE,FALSE,0.726359511,9,7,267,85.56699201,22695,2022-12-23,2023-05-05,2.554158587,1.40344205,2.726793548,9,-87,2023-09-05,12,0.623735732,4.967727666,Neutral,Budgeting Tools,,Low,11.23984605,90.99494031,642440,19.17523077,2023-10-15,Credit,2022-12-23 00:00:00,0.198065052,1.539936847,17.37175017,0.55275197,40331.78251
2217,20,M,North Richard,Medium,Art gallery manager,Master,Divorced,5,Branch,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,83,7,FALSE,FALSE,0.447532692,7,9,460,552.7987489,253920,2021-12-13,2023-08-28,1.701435642,2.273113371,4.34639036,3,-66,2023-08-09,15,0.786824687,2.020009111,Neutral,Investment Analytics,Customer Service,High,35.82275295,499.5732366,731799,5.322630571,2023-08-01,Transfer,2021-12-13 00:00:00,0.510258963,4.094424578,7.750526921,0.221299226,70436.76838
2218,61,F,Leeland,Medium,Hospital doctor,Master,Widowed,3,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,47,8,FALSE,TRUE,0.198222755,7,7,14,806.3239857,11284,2021-10-14,2021-08-28,4.844766702,2.472829997,4.117647857,9,53,2021-07-21,17,0.709794567,2.146441876,Neutral,Mobile Deposit,Transaction Delays,High,18.11559621,856.1131535,587948,14.10002279,2023-07-22,Debit,2021-10-14 00:00:00,0.895400226,1.076197931,19.58553135,0.274683722,14975.29683
2219,59,F,East Johnberg,High,Mudlogger,PhD,Divorced,3,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,34,8,FALSE,FALSE,0.102468931,18,2,250,359.7593974,89750,2023-09-28,2023-10-11,4.437290851,4.095989172,2.661727663,7,31,2021-04-15,5,0.995712837,3.887424733,Neutral,Mobile Deposit,App Issues,High,48.04584741,846.5748496,808936,27.49334472,2023-11-27,Credit,2023-09-28 00:00:00,0.828085641,7.729535623,14.2682313,0.380168962,16294.12324
2220,23,Other,Sparksmouth,Medium,Mining engineer,Master,Widowed,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,47,4,TRUE,FALSE,0.92735207,18,4,420,123.5547162,51660,2022-01-12,2022-12-12,2.4769467,2.182252588,3.910833683,3,-35,2022-10-16,6,0.859801834,2.246974343,Negative,International Transfers,Customer Service,Low,49.77310969,491.1279807,279168,12.47389691,2022-05-02,Debit,2022-01-12 00:00:00,0.664423917,0.887259524,15.6069997,0.112610784,94822.10312
2221,56,Other,Mendozaberg,Premium,Graphic designer,PhD,Married,4,Referral,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,13,7,FALSE,FALSE,0.043059836,17,4,397,954.4302841,378738,2021-05-01,2023-07-08,4.243272349,2.563051731,1.347087796,1,28,2021-05-30,15,0.610142787,3.113661715,Negative,,App Issues,High,2.920931241,883.5676322,674688,5.172740929,2022-05-21,Debit,2021-05-01 00:00:00,0.427074018,3.029977092,3.264438171,0.90780795,47028.86345
2222,69,M,Glennshire,Low,"Surveyor, hydrographic",PhD,Married,6,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,53,2,TRUE,FALSE,0.097878392,8,2,699,516.1634604,360684,2023-12-10,2023-06-13,1.758413536,2.518177741,2.014421902,5,13,2022-02-07,5,0.866667325,4.003397456,Negative,,App Issues,High,76.98688493,158.3497527,473230,25.24746664,2023-12-21,Transfer,2023-12-10 00:00:00,0.67385776,8.826516387,12.6539338,0.374713153,14073.06813
2223,40,M,Laurenborough,Medium,Visual merchandiser,Master,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,9,FALSE,FALSE,0.234236199,19,5,581,98.52875233,56938,2021-03-11,2021-02-12,1.300199996,4.647900967,1.680838579,10,29,2023-09-07,10,0.678140908,2.339392341,Positive,Budgeting Tools,Fees,Medium,23.52525883,844.1585137,953996,12.7007036,2023-08-17,Credit,2021-03-11 00:00:00,0.342718819,2.122455427,4.597477968,0.733467275,2007.153879
2224,67,Other,South Michaelfurt,Medium,"Presenter, broadcasting",Bachelor,Single,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,42,6,FALSE,TRUE,0.09467039,19,8,277,502.4007842,139054,2021-06-02,2021-11-27,3.106471931,1.013607326,3.901809519,2,-47,2021-08-27,6,0.511319034,2.442739089,Neutral,International Transfers,Customer Service,High,93.31496494,50.19873767,328346,18.90862994,2022-05-26,Debit,2021-06-02 00:00:00,0.689522135,3.657744861,4.24060021,0.46869134,99002.45469
2225,60,F,Duffyshire,Low,Plant breeder/geneticist,High School,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,4,TRUE,FALSE,0.644284187,11,2,969,54.46849501,52326,2021-04-10,2022-08-13,2.569821616,1.561527162,4.532273622,2,31,2023-06-25,17,0.640822913,1.893158435,Positive,,Transaction Delays,High,60.97006081,126.0494842,944481,26.43777821,2023-06-09,Transfer,2021-04-10 00:00:00,0.743653585,6.162642874,18.22144926,0.154344208,49247.90519
2226,36,F,North Stacy,Medium,Research scientist (medical),High School,Single,6,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,87,6,FALSE,TRUE,0.218218927,12,8,353,64.73938171,22592,2021-01-14,2022-01-29,1.279306087,4.713303844,3.474734345,5,-7,2021-06-20,2,0.970507181,3.999650638,Neutral,Investment Analytics,Fees,High,90.81064249,86.27133877,718263,18.67021058,2023-04-10,Debit,2021-01-14 00:00:00,0.00831383,1.30509034,4.414587245,0.762424067,61085.52875
2227,68,F,North Terri,Medium,Paediatric nurse,Master,Married,6,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,7,TRUE,FALSE,0.479930042,4,7,108,325.3069976,35100,2023-04-25,2023-08-20,3.521947677,3.438802799,3.660151256,10,-33,2023-09-02,16,0.564055241,4.971663668,Negative,Mobile Deposit,App Issues,Low,82.45174443,757.1020701,635983,25.30345987,2023-08-06,Debit,2023-04-25 00:00:00,0.715734663,8.315278191,13.44027446,0.316641368,27165.97054
2228,28,M,West Jacqueline,Medium,Arts administrator,High School,Widowed,5,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,17,8,TRUE,FALSE,0.860243134,18,4,192,680.4841233,130560,2021-10-09,2022-12-06,4.278489782,1.362815409,3.363950171,5,-81,2022-02-09,15,0.786179012,1.249512893,Positive,Mobile Deposit,App Issues,Low,55.19937601,737.1570979,107952,19.52260607,2023-12-06,Credit,2021-10-09 00:00:00,0.212542261,8.928440649,3.195281658,0.574017094,82939.00335
2229,29,F,North Richard,Medium,"Journalist, newspaper",High School,Widowed,7,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,54,4,TRUE,TRUE,0.824772041,4,8,951,708.0059429,673308,2022-04-19,2023-06-17,3.109275747,2.896659464,3.362216409,10,0,2021-07-24,18,0.988777808,2.628064725,Neutral,International Transfers,Fees,High,60.41810783,586.1823219,485763,24.43560585,2023-07-29,Credit,2022-04-19 00:00:00,0.372934612,7.867642179,19.92497435,0.894421913,64989.32798
2230,25,F,Burkeberg,High,Press photographer,PhD,Divorced,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,9,TRUE,FALSE,0.146243911,3,6,81,902.4398792,73062,2021-05-20,2022-04-21,1.215651365,4.747553454,1.847462653,7,100,2022-03-17,18,0.760402769,2.373042582,Positive,Investment Analytics,App Issues,High,42.50520426,888.6026514,259391,13.69906451,2022-07-10,Credit,2021-05-20 00:00:00,0.4334059,6.175020502,1.299042033,0.87811423,10070.98865
2231,41,Other,West Georgeshire,Medium,Garment/textile technologist,Bachelor,Widowed,1,Branch,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,85,6,TRUE,FALSE,0.088731291,19,2,859,116.9063959,99644,2021-11-06,2023-11-06,2.509727034,4.023504456,1.073408686,6,90,2023-09-25,10,0.665076315,2.419225406,Negative,Mobile Deposit,Transaction Delays,Low,40.21324573,868.8738302,20105,29.3986623,2022-09-05,Credit,2021-11-06 00:00:00,0.986777797,6.901523349,5.416112058,0.06210322,44003.7541
2232,58,F,North Jenniferchester,Low,"Designer, television/film set",High School,Single,2,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,20,1,TRUE,TRUE,0.664251265,1,9,449,469.3454575,210581,2021-01-19,2022-03-26,2.003206409,2.023856293,1.769061103,3,-14,2022-09-07,0,0.799275621,3.09688723,Positive,International Transfers,Transaction Delays,Medium,27.07704616,290.8761612,126652,16.27821155,2021-04-12,Credit,2021-01-19 00:00:00,0.004370168,9.306585549,16.35655973,0.817428816,42216.13819
2233,53,Other,Wilcoxfort,High,"Administrator, education",Bachelor,Married,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,33,3,FALSE,TRUE,0.210305188,14,1,435,481.5978644,209235,2022-03-24,2022-11-26,1.594190949,2.738132719,2.276196723,3,55,2021-01-20,13,0.628293157,3.634769074,Negative,Budgeting Tools,Customer Service,Low,14.39109544,384.411877,38815,20.4664941,2023-12-05,Debit,2022-03-24 00:00:00,0.774513895,8.06362306,14.32666041,0.194166861,8128.238527
2234,72,F,East Jenniferborough,Low,Insurance risk surveyor,High School,Single,4,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,88,1,FALSE,TRUE,0.781452361,7,4,197,466.2243691,91802,2023-11-02,2023-08-18,2.996954456,2.962894011,2.601064112,5,-80,2023-05-31,18,0.887801309,2.964871622,Negative,International Transfers,App Issues,Low,8.149331513,996.2338869,709262,5.762704783,2023-12-11,Debit,2023-11-02 00:00:00,0.865268093,9.240129126,17.5119407,0.580279703,65600.00894
2235,26,M,Keithfort,High,International aid/development worker,Bachelor,Married,3,Online,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,39,6,TRUE,FALSE,0.434488603,13,2,332,843.0733754,279876,2023-07-23,2021-09-26,1.261440942,4.059087218,3.885375048,2,66,2021-08-17,10,0.931334162,4.045573372,Negative,Investment Analytics,,Medium,61.24799555,645.5592961,774894,12.36559541,2023-10-27,Debit,2023-07-23 00:00:00,0.24214756,9.33526455,12.69297385,0.221341664,10146.49563
2236,64,F,Andersonborough,Premium,Pharmacologist,Bachelor,Divorced,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,29,6,FALSE,TRUE,0.154519815,3,9,25,813.2391382,20325,2023-02-04,2022-08-24,1.252616043,4.112924961,1.062265878,3,73,2023-06-26,19,0.676133874,1.253108117,Negative,Budgeting Tools,Customer Service,Medium,62.03116843,327.4097609,320566,13.98086553,2023-10-30,Debit,2023-02-04 00:00:00,0.251525891,5.825514266,12.60768356,0.342016525,1614.226258
2237,32,F,Port Justin,Medium,Medical physicist,High School,Married,6,Referral,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,69,7,FALSE,FALSE,0.974216214,11,8,793,512.6691274,406016,2021-05-04,2023-03-11,4.106869167,2.174943014,3.318498404,10,84,2022-02-03,16,0.886452721,4.202941036,Neutral,,Transaction Delays,Low,27.06080894,956.8057374,990231,24.78969011,2023-09-26,Debit,2021-05-04 00:00:00,0.850627626,2.076186621,10.65526557,0.687908817,2800.296228
2238,65,Other,South Henry,Premium,Recruitment consultant,PhD,Divorced,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,24,1,TRUE,TRUE,0.055614199,5,9,140,780.7399507,109200,2023-09-17,2023-05-04,2.710121192,3.904394296,2.177825507,1,-10,2023-07-24,1,0.917641815,4.530810777,Negative,Budgeting Tools,Customer Service,Low,32.46867984,415.1048855,948218,23.21404257,2023-10-17,Transfer,2023-09-17 00:00:00,0.643912882,2.780552075,9.149674031,0.018673753,71159.5923
2239,59,Other,North Kelly,High,Probation officer,Bachelor,Single,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,68,1,TRUE,FALSE,0.124294285,7,6,11,68.60122564,748,2023-09-27,2023-01-08,3.978649073,4.894932027,1.720454568,1,34,2021-01-02,16,0.703987002,3.389854403,Neutral,,Transaction Delays,Medium,46.46014849,204.1687884,488786,16.27506114,2023-10-21,Transfer,2023-09-27 00:00:00,0.892760427,9.403096808,7.942778384,0.947156984,62840.0177
2240,77,Other,Joemouth,Premium,"Librarian, public",Bachelor,Divorced,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,28,5,TRUE,TRUE,0.812036976,8,9,606,536.8118885,324816,2021-02-02,2023-08-26,2.30639276,1.29028973,2.135942368,9,-82,2022-05-31,5,0.974882165,2.279265124,Negative,Budgeting Tools,App Issues,High,26.84568253,318.2617975,684641,24.15440901,2022-09-13,Transfer,2021-02-02 00:00:00,0.511099514,6.998858742,14.02659346,0.909097049,23995.63824
2241,29,F,West Brandi,High,Soil scientist,High School,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,5,TRUE,TRUE,0.452685229,8,9,304,103.9541949,31312,2021-01-14,2021-11-28,2.400685138,4.261120661,2.466854106,3,32,2023-04-14,15,0.844904224,2.895395019,Negative,Investment Analytics,,Low,60.60528634,501.8212323,590580,24.33219668,2022-07-12,Debit,2021-01-14 00:00:00,0.229536461,3.01734526,5.891649142,0.344476244,95412.19869
2242,19,F,Millerfort,Medium,Air cabin crew,Bachelor,Widowed,1,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,66,1,TRUE,TRUE,0.938051737,15,7,987,868.3252608,856716,2023-12-26,2022-03-01,2.71300386,3.373809245,4.400980015,5,99,2022-07-09,8,0.72831328,3.38164895,Neutral,Budgeting Tools,,Medium,62.16121331,587.3406947,542942,19.79161104,2023-12-26,Debit,2023-12-26 00:00:00,0.877494257,8.673576311,7.797696406,0.820415682,17021.76729
2243,24,M,Port Marcus,High,"Teacher, English as a foreign language",Bachelor,Married,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,56,7,TRUE,TRUE,0.112988927,8,5,337,508.1166271,171196,2023-04-23,2022-08-02,2.2179687,2.5226839,2.003046687,3,82,2023-10-06,8,0.805253017,4.185188065,Positive,International Transfers,Transaction Delays,Low,27.45882597,159.6862174,583720,28.27733861,2023-04-27,Credit,2023-04-23 00:00:00,0.429714992,9.380972696,9.668309967,0.258870186,83884.0734
2244,20,F,Mcdanielfurt,Low,"Production designer, theatre/television/film",PhD,Single,7,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,46,7,TRUE,TRUE,0.156983723,18,8,990,27.38312439,26730,2021-01-25,2021-06-26,3.236176827,4.158890823,3.110960017,10,-5,2021-12-28,9,0.748474178,4.135484602,Positive,International Transfers,,Low,66.86076421,605.6312796,441178,25.69991053,2023-02-14,Debit,2021-01-25 00:00:00,0.283594475,7.490113473,4.334173431,0.037738149,62866.84308
2245,20,M,Fitzgeraldview,Medium,Insurance account manager,Bachelor,Single,4,Referral,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,93,6,TRUE,TRUE,0.001824455,7,5,387,554.1565058,214398,2021-02-04,2023-09-16,1.291564143,2.303500703,3.946601047,3,72,2022-11-05,9,0.58248953,2.389235122,Neutral,Mobile Deposit,Transaction Delays,Low,34.36666409,465.8790297,804801,6.522291545,2021-12-12,Credit,2021-02-04 00:00:00,0.217381834,1.605402334,12.05199936,0.88271226,12673.64213
2246,44,Other,North Angelaton,Medium,"Investment banker, operational",PhD,Married,4,Referral,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,87,7,TRUE,FALSE,0.217115741,6,2,843,740.3915365,623820,2023-12-21,2021-09-22,3.229468703,2.340439758,4.708658264,9,0,2023-11-05,5,0.731139023,2.732145409,Neutral,Budgeting Tools,Customer Service,High,31.13804086,730.83962,806945,10.35183179,2023-12-23,Debit,2023-12-21 00:00:00,0.856604878,0.716132919,13.36229005,0.390940383,18318.46221
2247,57,Other,Sarahfort,Medium,Environmental consultant,Bachelor,Widowed,7,Branch,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,16,6,TRUE,FALSE,0.657260557,12,1,177,143.5577453,25311,2022-07-17,2021-12-21,3.854930595,3.001824905,1.132493407,7,10,2023-09-17,0,0.778806557,4.061091841,Neutral,Mobile Deposit,,High,63.35106795,50.97386935,169992,3.792931292,2023-05-01,Debit,2022-07-17 00:00:00,0.649849796,2.158109454,0.31157186,0.550734385,82838.58156
2248,50,Other,Wendyton,Medium,"Engineer, agricultural",Bachelor,Divorced,7,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,48,2,FALSE,TRUE,0.723330442,4,0,929,290.0189972,269410,2022-08-11,2022-02-13,4.968877109,2.830817829,4.105204368,10,-7,2023-11-20,2,0.580299581,2.713420651,Neutral,International Transfers,Customer Service,High,29.0279051,985.3652888,800393,12.71933359,2023-12-07,Credit,2022-08-11 00:00:00,0.720128471,9.131372418,3.772907782,0.906298212,9671.31475
2249,18,M,West Williamfurt,High,Risk manager,PhD,Married,3,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,49,5,TRUE,FALSE,0.429939497,19,8,559,453.8053531,253227,2021-02-05,2021-11-17,3.54995779,1.532096358,1.980667798,1,68,2022-08-05,6,0.945842064,3.540832787,Positive,Mobile Deposit,,High,26.64786891,140.0929926,161168,10.19432548,2021-11-15,Debit,2021-02-05 00:00:00,0.587125041,3.503654878,8.583411359,0.902158543,87293.88686
2250,25,F,Tiffanystad,Premium,Transport planner,PhD,Divorced,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,7,FALSE,TRUE,0.257358237,17,5,841,420.47556,353220,2023-10-26,2023-10-05,3.83581923,1.100968686,4.357478273,2,69,2022-09-06,8,0.798331751,4.947656818,Neutral,International Transfers,App Issues,High,88.58422243,830.4777857,431642,23.52428925,2023-12-13,Transfer,2023-10-26 00:00:00,0.975413236,8.196818595,12.64766946,0.890158004,33162.11072
2251,49,Other,New Blake,Low,Air cabin crew,Master,Divorced,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,89,2,TRUE,TRUE,0.716329758,6,3,658,507.8376226,333606,2023-06-01,2021-07-26,3.380798461,3.530504147,1.590425241,7,59,2022-06-26,13,0.731927523,4.362336268,Positive,Investment Analytics,Transaction Delays,Low,34.34682651,766.1086856,415039,24.12863983,2023-11-22,Debit,2023-06-01 00:00:00,0.05099427,8.990204385,12.09227299,0.356904407,74964.27712
2252,65,F,West Geoffrey,Premium,"Physicist, medical",Bachelor,Single,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,4,5,FALSE,TRUE,0.172609745,5,4,513,26.32567261,13338,2022-01-03,2023-05-02,4.803824088,2.339708173,3.67731087,1,73,2023-12-26,14,0.892231438,1.872047176,Neutral,Mobile Deposit,App Issues,High,50.96293365,835.6622748,406984,13.71051458,2023-01-11,Credit,2022-01-03 00:00:00,0.589847346,0.300734944,1.685281066,0.852794013,58800.50654
2253,21,F,Conradmouth,Premium,"Conservator, furniture",PhD,Widowed,5,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,12,3,FALSE,TRUE,0.767085902,9,7,582,740.7708669,430680,2021-08-08,2023-10-09,4.239094899,3.093396048,3.95621268,1,31,2022-05-25,18,0.883128745,2.647364749,Positive,Investment Analytics,App Issues,Medium,89.39589325,250.8322595,537215,15.29524324,2022-02-24,Credit,2021-08-08 00:00:00,0.887808064,9.090878483,4.034965527,0.646653574,6432.535109
2254,36,Other,North Logan,Low,Financial manager,Bachelor,Divorced,1,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,62,9,FALSE,FALSE,0.78658968,14,0,226,322.2065153,72772,2021-07-17,2022-09-14,3.460595003,1.821934,3.08025411,6,-95,2022-11-30,9,0.69346892,3.180989425,Neutral,Mobile Deposit,Customer Service,High,8.007327199,823.5237609,278780,26.26092136,2023-09-24,Transfer,2021-07-17 00:00:00,0.099264524,6.120514005,8.276325807,0.778856249,24580.9447
2255,49,M,Thomasville,Medium,Merchant navy officer,Bachelor,Widowed,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,38,1,TRUE,TRUE,0.441074166,16,7,645,704.7817752,454080,2023-12-10,2022-04-26,2.330713908,3.270908695,2.377808914,10,94,2022-07-18,15,0.723376585,3.392531397,Negative,Budgeting Tools,App Issues,High,82.68356797,231.3246499,731629,15.89848641,2023-12-24,Credit,2023-12-10 00:00:00,0.716351616,5.94226186,17.72934765,0.762060004,93903.42759
2256,26,F,Bradleyberg,High,Further education lecturer,Bachelor,Single,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,67,7,TRUE,TRUE,0.193607496,12,6,515,856.6573403,440840,2021-11-01,2022-03-05,2.297736031,2.324218127,1.629517384,2,29,2023-10-28,0,0.734769542,2.191321222,Neutral,,Fees,Low,5.366156841,450.3881252,590518,27.95097845,2023-08-02,Transfer,2021-11-01 00:00:00,0.206065861,3.157992043,15.79651701,0.73422415,2455.406324
2257,29,Other,Savageview,High,Ophthalmologist,High School,Married,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,44,4,TRUE,TRUE,0.629873896,0,8,602,690.4038736,415380,2022-05-09,2021-04-07,4.013093589,3.443008433,1.419748475,9,48,2022-09-25,6,0.574357872,4.678838328,Negative,International Transfers,,Low,59.18740339,883.552664,483109,25.06871852,2022-11-30,Debit,2022-05-09 00:00:00,0.958676158,0.886980739,8.564138175,0.476161354,72224.84824
2258,28,F,Saraport,High,Museum/gallery curator,Master,Married,7,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,5,FALSE,FALSE,0.853454436,19,3,869,675.1982525,586575,2022-01-29,2021-02-07,4.71439848,3.707472651,4.022584901,7,-7,2023-06-21,10,0.862482929,4.639581511,Positive,Investment Analytics,App Issues,High,43.30483004,948.5847474,955623,13.57634333,2022-08-03,Credit,2022-01-29 00:00:00,0.583365627,7.220190102,18.21453166,0.866289188,52947.36958
2259,63,F,Chloeview,High,"Conservator, furniture",High School,Single,3,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,58,1,TRUE,TRUE,0.529507315,8,4,744,583.2365128,433752,2023-12-15,2023-01-05,4.942483724,1.012101206,1.240298408,7,-10,2021-08-17,14,0.588587902,1.65557864,Positive,International Transfers,App Issues,High,93.99602792,428.4609494,669302,28.05272707,2023-12-19,Credit,2023-12-15 00:00:00,0.42263966,2.612005093,15.30098416,0.665210472,32609.59088
2260,33,F,Ryanburgh,Medium,Educational psychologist,Master,Single,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,5,TRUE,FALSE,0.461067938,18,7,454,11.00619627,4994,2022-06-01,2022-06-19,2.049340993,2.724736796,3.330460388,10,41,2022-01-09,12,0.53614181,4.718945031,Neutral,,Customer Service,Medium,98.26823458,585.4223128,368530,23.52430729,2022-08-30,Debit,2022-06-01 00:00:00,0.087930531,4.724222845,11.08923516,0.566702278,89575.49752
2261,18,F,Jillianfort,Low,Personal assistant,Bachelor,Divorced,3,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,94,8,FALSE,FALSE,0.979223891,5,2,779,904.7806532,704216,2022-12-27,2023-01-02,3.367797882,3.903860866,1.115682092,5,-72,2023-09-26,18,0.835774263,2.781599274,Neutral,Investment Analytics,Transaction Delays,Low,86.94246101,364.4430724,277877,28.7175509,2023-10-19,Transfer,2022-12-27 00:00:00,0.87820785,2.589066142,2.081856554,0.053356672,45318.52187
2262,80,F,New Melissa,Medium,Legal secretary,Bachelor,Single,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,79,6,FALSE,TRUE,0.537425561,3,9,843,835.2368351,703905,2022-07-02,2021-11-21,3.808004287,3.959120393,2.843580399,5,43,2021-01-14,10,0.541152229,2.75286505,Neutral,Budgeting Tools,App Issues,High,63.36451184,316.1508536,84129,6.266848514,2022-09-17,Debit,2022-07-02 00:00:00,0.326922824,4.765038372,9.105143062,0.208132276,6028.400505
2263,38,M,Brownberg,Low,Horticultural consultant,PhD,Married,5,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,97,2,TRUE,FALSE,0.034216415,17,0,875,202.6154361,176750,2023-03-24,2021-12-24,2.652163411,2.523133548,1.553369337,3,12,2022-10-16,12,0.933404326,1.730967037,Neutral,Mobile Deposit,Transaction Delays,Low,27.18948661,564.9981744,723616,20.72167531,2023-08-03,Debit,2023-03-24 00:00:00,0.593874463,4.151274764,15.48171377,0.32947011,41795.75056
2264,47,M,East Isaacfort,High,Audiological scientist,Master,Widowed,7,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,58,2,TRUE,TRUE,0.502049993,5,0,296,188.4891821,55648,2021-06-11,2023-10-29,1.436896398,4.283837584,3.602698325,8,7,2023-11-10,7,0.665596126,1.335597831,Negative,International Transfers,App Issues,High,86.23112579,68.33100124,865839,27.62603826,2022-02-15,Debit,2021-06-11 00:00:00,0.678046132,5.706664126,2.01674789,0.74665428,57898.27878
2265,30,Other,Frankmouth,High,Clinical embryologist,Master,Widowed,1,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,95,9,FALSE,TRUE,0.445271374,9,9,102,46.45851243,4692,2023-02-04,2021-03-07,2.14394941,3.601145945,1.980257831,10,23,2023-08-22,9,0.616369603,1.99386801,Neutral,,Customer Service,Medium,5.563748647,613.5108921,474970,0.06084993,2023-12-20,Credit,2023-02-04 00:00:00,0.606495432,6.185937726,2.363210588,0.985002663,64023.96971
2266,51,M,Wilsonfort,Medium,Occupational psychologist,High School,Widowed,3,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,96,1,TRUE,TRUE,0.292104001,2,5,64,385.7288818,24640,2023-04-12,2021-05-11,3.061955455,4.956770258,2.401677434,4,-51,2023-10-13,15,0.713861261,4.520321207,Negative,,App Issues,Medium,19.32725082,781.3621978,839864,2.919670756,2023-04-18,Credit,2023-04-12 00:00:00,0.184678206,3.695234935,17.2532422,0.701664132,37587.68925
2267,21,M,South Michaelside,Premium,"Lecturer, higher education",Master,Widowed,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,7,2,TRUE,TRUE,0.317353451,13,1,592,985.3444467,583120,2023-07-30,2022-11-23,1.46003338,3.050089673,4.04080918,2,31,2021-12-01,16,0.741484225,2.627974225,Negative,Mobile Deposit,Fees,Low,30.55491599,174.8973618,771888,3.637574501,2023-11-24,Debit,2023-07-30 00:00:00,0.09588642,6.918859868,6.322104754,0.423716777,22593.0452
2268,45,M,Ellisville,Medium,Trade mark attorney,Bachelor,Single,2,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,29,8,FALSE,FALSE,0.930825396,1,8,724,106.2821671,76744,2022-05-14,2023-06-01,2.251910114,2.50196123,3.41464194,1,84,2022-01-02,16,0.571040261,4.678482619,Negative,Investment Analytics,Fees,Medium,69.53457676,178.1879896,546651,12.18276123,2022-06-04,Debit,2022-05-14 00:00:00,0.32061296,5.392134436,15.64160594,0.354579725,84974.64365
2269,76,F,North Michael,High,Translator,PhD,Single,1,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,2,6,FALSE,FALSE,0.133596938,18,4,84,569.3630175,47796,2022-04-08,2021-08-22,2.030972244,4.677289338,3.892848011,4,-85,2021-05-15,12,0.945803963,3.398848147,Negative,Mobile Deposit,Customer Service,High,51.66970351,459.7992991,287139,26.25244396,2023-04-13,Transfer,2022-04-08 00:00:00,0.117258978,2.351970392,4.512032726,0.476360827,33982.17564
2270,44,F,Port Justin,High,"Loss adjuster, chartered",High School,Widowed,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,16,3,TRUE,FALSE,0.764037142,8,8,474,272.2271604,128928,2022-09-07,2022-04-10,2.417638048,2.613860913,3.785732522,2,38,2023-06-04,12,0.588783112,1.032937523,Positive,Investment Analytics,,Low,93.38077683,560.5083948,157249,14.37929214,2023-08-27,Debit,2022-09-07 00:00:00,0.683159177,1.296792538,11.28641959,0.386318213,73724.51642
2271,42,Other,Lake William,Premium,Estate manager/land agent,PhD,Single,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,50,3,TRUE,TRUE,0.902419724,1,7,314,863.0150133,270982,2021-06-15,2021-09-05,3.747557013,3.561459223,4.560545141,10,90,2022-09-16,14,0.755279248,2.323307139,Negative,Investment Analytics,Fees,Medium,34.29945177,371.6879946,888149,2.438141701,2022-04-02,Transfer,2021-06-15 00:00:00,0.599346964,3.401365066,16.06107151,0.014337221,89573.85267
2272,20,Other,Annashire,High,Astronomer,Master,Divorced,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,23,9,FALSE,TRUE,0.259484213,14,7,227,512.1347766,116224,2021-03-06,2022-04-04,2.904783098,4.303113941,4.122068976,6,-6,2021-07-13,11,0.80052124,1.510342012,Neutral,,Customer Service,Medium,69.8147471,274.9895368,923739,6.553645405,2023-11-10,Transfer,2021-03-06 00:00:00,0.994295313,9.081097697,1.902161647,0.00317104,51001.11722
2273,42,Other,New Whitney,Low,Acupuncturist,Master,Single,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,2,FALSE,FALSE,0.066814614,12,4,744,855.0188764,636120,2021-07-11,2023-09-24,2.50472787,2.842496704,3.926428276,10,83,2023-06-27,10,0.825409486,3.981976139,Negative,Mobile Deposit,Fees,High,4.834308256,599.3754754,693611,10.48975408,2023-05-29,Debit,2021-07-11 00:00:00,0.2108043,4.552860654,11.21269695,0.845974303,79305.25407
2274,37,F,New Katieburgh,Premium,"Physicist, medical",High School,Divorced,1,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,63,5,TRUE,TRUE,0.307146197,11,1,256,930.3084662,238080,2023-04-11,2022-06-13,2.099117835,2.767297398,1.271184968,10,-72,2022-12-03,0,0.754630574,3.708075291,Positive,Investment Analytics,Transaction Delays,High,68.41798591,179.7652354,676810,26.43391967,2023-08-13,Transfer,2023-04-11 00:00:00,0.715319968,7.402895343,9.301552815,0.308006138,66341.10501
2275,51,M,Knappbury,High,"Designer, multimedia",Master,Divorced,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,83,7,TRUE,FALSE,0.432881312,16,5,237,637.2563125,150969,2023-02-16,2022-11-28,3.754623387,2.154168217,1.462192204,7,74,2022-01-10,2,0.630091387,1.91399069,Neutral,International Transfers,Transaction Delays,Medium,42.50350368,898.8136906,460174,6.021252632,2023-09-19,Transfer,2023-02-16 00:00:00,0.514147974,7.272491413,8.9192449,0.303663796,87897.42591
2276,43,M,Rhodesmouth,Low,"Embryologist, clinical",PhD,Single,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,73,6,FALSE,TRUE,0.951424278,15,4,490,290.0096181,142100,2023-02-12,2022-12-29,3.697722537,4.84853713,3.171491172,8,-63,2022-02-01,17,0.53529696,1.834296543,Negative,International Transfers,,Low,85.32280117,711.2873037,821364,21.11557882,2023-03-09,Credit,2023-02-12 00:00:00,0.282964199,9.441336817,7.780638959,0.55071966,41682.75673
2277,22,F,West Erinville,High,Commissioning editor,Bachelor,Widowed,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,1,TRUE,FALSE,0.43014079,2,2,665,453.9325808,301245,2023-09-02,2021-04-06,2.785926483,4.7759369,2.327041498,1,-63,2021-08-11,11,0.971734555,4.609975796,Neutral,International Transfers,Customer Service,High,62.04006185,264.1150629,427957,25.47544457,2023-12-08,Transfer,2023-09-02 00:00:00,0.478781438,0.860902841,12.44963227,0.424831686,34251.3144
2278,78,Other,Brooksville,High,Economist,High School,Divorced,7,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,70,3,FALSE,TRUE,0.092056851,5,9,286,635.1580723,181610,2021-04-25,2022-07-02,2.115142026,2.863389159,3.043976312,9,-9,2022-04-20,0,0.899511975,1.469548473,Neutral,Budgeting Tools,Transaction Delays,Low,69.40506276,734.6284107,797517,15.38705531,2021-08-19,Debit,2021-04-25 00:00:00,0.893423129,7.158575049,13.32474767,0.033122068,10542.6014
2279,26,Other,Ericland,Medium,"Designer, blown glass/stained glass",Master,Single,1,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,48,5,TRUE,FALSE,0.146888676,9,8,680,654.3432238,444720,2021-01-20,2021-11-06,4.235684508,2.308899901,3.915509218,9,-2,2022-03-13,19,0.63802797,1.132042128,Positive,,Customer Service,Low,84.04663169,569.8371465,28555,18.47048476,2022-12-06,Debit,2021-01-20 00:00:00,0.389758681,7.906821207,13.0257159,0.414696056,67578.14432
2280,67,Other,Rivasfort,Medium,Hospital pharmacist,PhD,Married,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,3,FALSE,TRUE,0.352732808,4,6,537,76.35872141,40812,2021-12-17,2023-11-22,4.408519145,1.511114071,2.300698656,4,-4,2022-09-22,1,0.550964036,2.465059657,Negative,Mobile Deposit,,Medium,4.294660633,960.4540146,948210,16.18958269,2023-05-05,Credit,2021-12-17 00:00:00,0.378391234,8.795239955,2.382379782,0.409368023,9418.558956
2281,23,F,Fullerview,High,"Education officer, community",Bachelor,Widowed,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,76,3,FALSE,FALSE,0.184187826,13,8,10,357.0573861,3570,2021-06-19,2021-08-02,4.384633087,2.911015762,4.451599682,1,-29,2023-10-25,17,0.988604774,3.255178371,Neutral,Budgeting Tools,App Issues,High,98.73280996,162.2740213,54199,22.84222612,2023-09-04,Debit,2021-06-19 00:00:00,0.829633863,5.245640194,6.671455724,0.691167732,38579.47879
2282,77,Other,West Taramouth,High,Production engineer,Master,Married,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,28,5,FALSE,TRUE,0.060567236,17,9,365,537.0729788,196005,2023-10-21,2021-04-14,2.570674608,4.576049806,2.717101334,8,11,2022-09-18,0,0.938669399,4.676353742,Negative,Budgeting Tools,App Issues,High,21.99480821,708.0621176,964242,15.68392887,2023-11-04,Debit,2023-10-21 00:00:00,0.357466951,1.244094205,9.334466022,0.044723657,80910.73509
2283,61,Other,Staceyshire,Medium,Phytotherapist,High School,Divorced,7,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,9,8,FALSE,TRUE,0.175259861,7,3,313,343.0398009,107359,2023-06-08,2023-06-16,2.016671143,4.47673155,2.323276056,3,-47,2022-10-18,2,0.805168697,4.646189506,Negative,Budgeting Tools,App Issues,Low,19.59588073,459.1035524,753044,28.28184778,2023-06-29,Transfer,2023-06-08 00:00:00,0.322442243,0.708224979,19.20239558,0.596767377,14804.84689
2284,28,F,East Michelle,Low,Purchasing manager,Master,Married,4,Referral,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,8,8,FALSE,TRUE,0.105490788,15,2,675,582.3014355,392850,2022-11-10,2023-07-26,4.384134831,1.464867826,3.049233369,1,96,2023-12-23,9,0.758533656,1.558416489,Negative,International Transfers,Customer Service,Medium,80.22688307,149.5853108,901141,25.9557485,2023-04-27,Transfer,2022-11-10 00:00:00,0.242181536,0.977394638,13.58367622,0.18780764,64369.96222
2285,83,M,Marcuston,Medium,Public relations account executive,Master,Single,2,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,70,8,FALSE,FALSE,0.202698294,1,1,283,184.2619649,52072,2021-07-15,2021-08-16,4.918948809,2.943549567,3.050070285,3,1,2023-08-25,15,0.643505753,4.147850303,Positive,Mobile Deposit,App Issues,Medium,42.90555485,179.636391,387523,22.49924546,2021-08-22,Debit,2021-07-15 00:00:00,0.688006897,2.107678744,9.64422211,0.751406502,65014.47076
2286,64,F,New Stephaniefurt,High,Insurance risk surveyor,Master,Widowed,5,Referral,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,62,6,TRUE,TRUE,0.996454313,19,4,252,44.23981871,11088,2023-12-18,2021-08-05,1.774535202,4.262426669,4.434158957,2,19,2021-07-30,14,0.675517188,4.737770947,Neutral,International Transfers,App Issues,High,20.74686982,255.5725744,981506,9.971303642,2023-12-29,Credit,2023-12-18 00:00:00,0.877112894,0.640572467,12.82846353,0.056783932,67985.67977
2287,20,F,South Jonathanbury,High,Oncologist,Bachelor,Divorced,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,32,9,FALSE,TRUE,0.445408558,8,0,964,347.9086526,334508,2021-03-29,2021-07-28,3.545880967,4.34003923,1.764594699,10,52,2022-09-07,2,0.933280142,4.334094421,Neutral,Budgeting Tools,Customer Service,Medium,19.08319312,601.2309097,660733,18.09295975,2023-03-17,Transfer,2021-03-29 00:00:00,0.770370643,3.135000142,14.977361,0.938472143,41827.69239
2288,47,F,Davisborough,Medium,Contractor,Bachelor,Single,1,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,23,5,TRUE,FALSE,0.658599466,18,5,574,572.5472777,328328,2022-04-16,2021-03-27,2.318508009,4.73729176,3.075071458,7,-92,2022-03-07,12,0.789459901,2.656904516,Negative,Mobile Deposit,Fees,Low,15.812764,616.2062611,450205,3.859632164,2022-07-23,Debit,2022-04-16 00:00:00,0.638753611,7.041049196,11.22390018,0.462424023,58291.58519
2289,38,F,South Kimberly,Medium,Interpreter,Master,Widowed,6,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,79,7,TRUE,FALSE,0.165281915,0,1,720,20.89248155,14400,2022-03-09,2023-11-05,2.943313329,1.812559922,4.245619447,6,48,2021-11-13,6,0.948321001,1.831005521,Positive,International Transfers,Fees,Low,44.59821132,483.5678935,262895,11.89354999,2022-04-22,Transfer,2022-03-09 00:00:00,0.316347944,6.376982455,17.91315915,0.386346955,18966.46581
2290,45,M,Deborahberg,Low,Video editor,Master,Divorced,5,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,31,1,FALSE,TRUE,0.849291703,8,8,413,615.5216068,253995,2023-09-01,2021-08-04,3.288976737,2.659335722,3.672321822,9,-46,2022-10-26,10,0.933499853,4.662317237,Neutral,Mobile Deposit,Customer Service,Medium,6.758352604,560.262579,898777,16.24569647,2023-09-09,Transfer,2023-09-01 00:00:00,0.249361253,7.717167398,7.759663646,0.521898467,18735.93937
2291,79,Other,West Travischester,High,Broadcast engineer,High School,Divorced,6,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,3,4,FALSE,FALSE,0.26690613,19,4,355,360.9790166,127800,2022-07-10,2021-12-09,3.154695531,4.81768716,3.226182489,2,-35,2021-11-17,2,0.710569841,3.128079028,Neutral,Mobile Deposit,Transaction Delays,High,1.99129944,971.1964411,342925,10.39796215,2023-08-20,Debit,2022-07-10 00:00:00,0.510683342,4.181606182,15.1652839,0.657442478,89801.88018
2292,50,F,Rebeccaberg,Low,Newspaper journalist,Master,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,61,1,TRUE,FALSE,0.982490511,6,1,149,993.1772789,147957,2021-04-06,2021-08-30,4.046665784,2.083768449,4.398806454,8,0,2022-01-29,2,0.572405449,2.012610003,Positive,Mobile Deposit,Fees,Medium,81.35486119,610.1375047,59839,2.735830297,2023-04-01,Debit,2021-04-06 00:00:00,0.099129941,8.342602611,1.050748995,0.013156948,3715.102684
2293,52,M,Elizabethstad,Low,Air broker,PhD,Divorced,1,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,77,2,FALSE,TRUE,0.836707829,2,3,169,784.9631637,132496,2021-06-02,2022-02-25,4.886706577,2.339310598,4.09323674,3,-31,2023-03-23,14,0.97164953,2.294080544,Neutral,,,Medium,56.2746217,358.1430373,820666,9.380528872,2023-09-28,Credit,2021-06-02 00:00:00,0.432873871,5.82186192,4.796096696,0.147220352,3578.402805
2294,69,Other,South Sean,Low,Civil Service administrator,PhD,Married,3,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,92,6,FALSE,TRUE,0.950871445,0,5,415,298.1364947,123670,2022-07-29,2023-01-11,1.344214183,1.902635362,1.252230099,5,-81,2021-12-18,1,0.90203239,3.246906535,Negative,Budgeting Tools,,Low,26.48077578,836.935186,236045,27.67561438,2022-12-31,Credit,2022-07-29 00:00:00,0.613499471,3.494214172,9.860520166,0.823042424,3739.018848
2295,51,Other,Alvarezshire,High,Careers information officer,High School,Married,1,Online,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,21,1,TRUE,TRUE,0.668302028,12,3,147,971.7791699,142737,2021-03-09,2021-11-18,3.73376242,3.154809009,2.792856416,9,-23,2021-11-20,6,0.682862676,2.624843036,Negative,Investment Analytics,Fees,High,9.397257702,267.1627164,936082,18.28292884,2023-07-15,Debit,2021-03-09 00:00:00,0.842617665,0.644350901,19.47921583,0.90639838,30786.86748
2296,58,Other,Davischester,Medium,"Editor, film/video",Bachelor,Married,3,Branch,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,22,9,FALSE,TRUE,0.658091789,13,4,492,285.5695354,140220,2022-01-03,2022-08-22,3.093214428,3.118952728,3.81669785,9,30,2021-11-18,1,0.942829686,1.160108239,Negative,Investment Analytics,App Issues,High,69.33924993,965.7483277,662631,5.892812326,2022-01-12,Transfer,2022-01-03 00:00:00,0.370252753,2.395666744,14.65709004,0.273816797,24863.34449
2297,68,F,Christinachester,Medium,Health visitor,Master,Divorced,6,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,89,6,FALSE,FALSE,0.841097131,0,3,294,117.1847704,34398,2022-10-07,2023-06-24,2.586670105,4.268613851,3.558827442,1,7,2022-10-29,17,0.681759629,3.297524585,Neutral,,Customer Service,Low,80.66534474,439.9038318,428967,23.87791133,2022-10-22,Transfer,2022-10-07 00:00:00,0.21359859,4.163115038,0.437567161,0.654232598,54533.38145
2298,64,F,Davishaven,Premium,Chiropodist,High School,Married,2,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,25,8,FALSE,TRUE,0.715362259,17,3,928,36.59765857,33408,2021-02-02,2023-11-03,3.648590131,2.651275185,2.351538759,2,4,2023-11-24,2,0.82447406,2.623378729,Negative,Investment Analytics,Fees,Low,47.84835222,369.4927577,933475,27.17634942,2023-12-01,Transfer,2021-02-02 00:00:00,0.533010827,3.280257135,14.74750329,0.952472568,95219.63235
2299,75,Other,Teresabury,Low,Chief Executive Officer,Bachelor,Widowed,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,48,8,FALSE,FALSE,0.606188742,6,2,4,785.6578443,3140,2022-03-01,2023-10-18,4.544568853,2.000895198,2.755425912,6,-57,2023-08-29,17,0.656875349,2.893798869,Negative,Budgeting Tools,Transaction Delays,Medium,81.53409348,449.6201899,718603,16.77668802,2022-04-03,Transfer,2022-03-01 00:00:00,0.471837741,2.69802136,3.949887765,0.010552799,8027.443968
2300,74,Other,South Alison,Medium,Microbiologist,High School,Divorced,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,43,2,FALSE,FALSE,0.35826883,14,8,78,325.9061063,25350,2021-10-23,2021-07-23,3.442441488,4.32298435,3.02983102,1,68,2023-05-04,17,0.953872068,4.010682012,Neutral,Investment Analytics,,Low,89.96387386,789.871346,655637,12.98007459,2022-03-09,Transfer,2021-10-23 00:00:00,0.344773288,1.878916597,15.58243688,0.311855742,58338.06853
2301,40,Other,West Taylorland,Premium,Retail manager,Bachelor,Widowed,2,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,21,2,TRUE,FALSE,0.222866863,0,2,577,984.4931058,567768,2023-03-27,2021-11-12,4.282067037,3.598045118,2.713778341,2,52,2022-07-06,18,0.519075022,1.102746622,Positive,Budgeting Tools,Customer Service,Medium,44.37065934,36.41558707,227564,10.80253048,2023-10-18,Debit,2023-03-27 00:00:00,0.152407236,7.134302661,17.60850363,0.799832257,72022.5622
2302,65,Other,Evansberg,Medium,Food technologist,Master,Widowed,6,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,66,3,FALSE,TRUE,0.782244479,6,3,104,622.0272674,64688,2021-06-07,2023-01-15,2.181206696,1.625024625,3.966862747,10,-50,2022-04-14,7,0.839816219,1.262830021,Neutral,,Customer Service,Low,93.38419892,948.0565468,796605,4.946781804,2022-05-30,Credit,2021-06-07 00:00:00,0.750562112,4.825288637,15.98742881,0.889821771,94451.71524
2303,39,Other,Mckenziehaven,Medium,"Social research officer, government",High School,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,8,TRUE,FALSE,0.386049885,19,7,595,172.6502334,102340,2022-09-05,2022-11-17,2.750651142,3.280709248,2.968325637,8,-86,2022-06-23,17,0.595906115,1.004124514,Negative,Mobile Deposit,App Issues,High,16.46492574,352.4053594,529412,1.658725734,2023-06-18,Credit,2022-09-05 00:00:00,0.277753799,7.023982689,4.427697979,0.70252007,74205.05288
2304,34,Other,Phillipston,Low,"Scientist, forensic",Master,Divorced,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,51,8,FALSE,TRUE,0.061204893,19,4,48,342.6878236,16416,2021-11-29,2021-10-10,1.697257955,2.839474739,4.190656056,6,5,2023-08-25,11,0.547622475,2.69873987,Positive,Budgeting Tools,Transaction Delays,Low,65.46386721,831.6992218,928407,6.49810671,2023-07-07,Credit,2021-11-29 00:00:00,0.524495323,5.494507746,13.12286478,0.887762128,99408.62795
2305,28,M,North Williamhaven,High,Network engineer,High School,Married,3,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,5,TRUE,TRUE,0.479622077,1,6,416,517.2165139,215072,2022-05-08,2021-09-09,3.290262888,4.38310075,2.811885263,10,55,2022-09-14,11,0.790651684,2.121847333,Neutral,Investment Analytics,,Low,44.02290817,733.8342352,29535,14.50506534,2022-12-07,Debit,2022-05-08 00:00:00,0.184231616,2.415622769,19.71730884,0.054041964,30884.79012
2306,32,Other,Gutierrezmouth,Medium,Best boy,Bachelor,Married,2,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,13,2,FALSE,FALSE,0.657511667,13,5,893,724.4979725,646532,2023-03-08,2022-02-18,3.957851241,3.406600443,1.167115274,1,86,2023-01-30,3,0.865933074,2.637816957,Neutral,,App Issues,Low,10.47745795,35.48335012,763152,1.550847265,2023-07-19,Transfer,2023-03-08 00:00:00,0.967431701,8.779658193,19.08004634,0.288906872,90041.5621
2307,52,F,Michaelshire,High,Accounting technician,High School,Married,6,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,4,FALSE,TRUE,0.023038467,6,0,264,595.5009204,157080,2022-11-11,2023-06-19,3.317283027,4.164594345,4.436890236,3,-33,2021-10-24,10,0.995658975,3.308799353,Positive,Budgeting Tools,Fees,Low,93.13363343,732.2627098,608358,29.3751295,2023-07-08,Credit,2022-11-11 00:00:00,0.811028323,0.441570682,19.95939208,0.216576937,5769.765618
2308,50,F,Port Wesleyville,Medium,Software engineer,PhD,Divorced,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,44,4,FALSE,FALSE,0.705121076,13,1,645,267.4018929,172215,2023-02-26,2023-05-02,4.648128667,2.854130084,3.934717633,6,-11,2022-09-20,12,0.561848234,1.033283047,Neutral,Budgeting Tools,Fees,High,79.03524287,413.4611852,718279,20.85439618,2023-08-17,Transfer,2023-02-26 00:00:00,0.739326224,8.385998471,10.80665007,0.364464534,58648.35765
2309,33,F,Whiteburgh,Medium,"Administrator, local government",PhD,Divorced,6,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,63,7,FALSE,TRUE,0.224683018,19,9,712,481.2775195,342472,2021-10-14,2021-01-14,4.437487076,4.921621277,1.688337154,1,-56,2022-11-15,14,0.615228362,1.633697956,Positive,Budgeting Tools,Customer Service,Low,55.12244557,806.5039576,647985,10.3057065,2023-06-18,Transfer,2021-10-14 00:00:00,0.441953705,7.248396764,6.922571575,0.424247925,91929.60038
2310,51,Other,Williamschester,High,Clinical cytogeneticist,High School,Married,4,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,29,4,TRUE,TRUE,0.222357242,14,4,177,224.3219221,39648,2021-06-10,2022-05-18,2.697525143,4.199163716,2.365861973,7,92,2022-12-26,9,0.989874962,1.510733728,Neutral,Investment Analytics,App Issues,High,74.60230282,438.0684575,818789,12.84577604,2022-09-19,Debit,2021-06-10 00:00:00,0.899290199,9.585706082,8.535481199,0.217121763,72520.06029
2311,83,F,Leemouth,Premium,Public relations account executive,PhD,Widowed,3,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,6,TRUE,FALSE,0.562881508,6,9,710,356.2894322,252760,2023-10-23,2023-08-29,3.289007366,3.394404593,1.258598742,6,5,2022-10-08,2,0.614307198,3.484678136,Negative,International Transfers,Transaction Delays,Medium,48.49856377,620.6413297,2535,29.65982368,2023-11-18,Credit,2023-10-23 00:00:00,0.012009643,2.741427091,1.798352155,0.926161391,17135.15971
2312,57,M,Hansonview,Low,Theatre stage manager,Master,Widowed,7,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,25,2,FALSE,FALSE,0.337294209,2,2,611,292.7251398,178412,2022-12-10,2022-12-01,3.588075429,4.251285748,2.923344508,6,-72,2023-07-11,9,0.810544388,3.364793929,Neutral,International Transfers,Transaction Delays,High,58.97431307,495.6485094,809116,10.60722354,2023-04-01,Transfer,2022-12-10 00:00:00,0.607216051,1.270762645,13.55203108,0.122769455,37703.01039
2313,45,Other,Tammyburgh,High,"Scientist, clinical (histocompatibility and immunogenetics)",PhD,Divorced,5,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,31,2,TRUE,TRUE,0.450583738,9,7,309,899.5677944,277791,2021-04-20,2022-08-11,4.229890218,2.281366043,2.827426865,10,55,2022-09-23,18,0.83387503,1.310191571,Neutral,Budgeting Tools,,Low,21.05453818,761.3976591,847264,4.610930536,2022-03-12,Transfer,2021-04-20 00:00:00,0.387442698,6.332061644,4.600299523,0.774559174,14284.23192
2314,64,F,East Christian,Medium,Occupational hygienist,PhD,Single,2,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,45,5,TRUE,FALSE,0.513042549,11,7,895,790.1925415,707050,2021-07-20,2023-11-01,1.298984246,4.909776455,1.723711545,8,-66,2023-05-22,7,0.90461066,4.206211037,Neutral,Investment Analytics,Customer Service,Medium,49.39766263,573.039405,676680,13.05029139,2022-05-11,Transfer,2021-07-20 00:00:00,0.037555165,6.230473664,16.04486736,0.89125137,34155.58641
2315,56,M,Monicaville,Medium,Quarry manager,Master,Married,7,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,97,1,TRUE,FALSE,0.921023171,8,1,116,536.2851633,62176,2023-06-15,2021-12-17,4.229657187,2.659951818,1.741352738,1,-88,2023-03-17,3,0.682199302,1.643961726,Positive,Mobile Deposit,,Low,21.28767414,53.66753652,491450,5.961680341,2023-10-22,Credit,2023-06-15 00:00:00,0.23488914,8.297236227,19.02664915,0.403834199,70827.27554
2316,37,M,Fergusontown,Medium,"Research officer, trade union",Master,Married,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,50,2,TRUE,TRUE,0.204900568,7,5,572,182.4624464,104104,2022-04-21,2021-06-24,1.266552158,2.481548546,1.979465416,1,78,2023-05-05,14,0.565199246,1.692140801,Positive,International Transfers,Fees,High,96.23441975,903.7318779,952046,17.63203773,2023-09-15,Credit,2022-04-21 00:00:00,0.15319898,4.380863856,7.293844977,0.526594428,13867.30047
2317,18,F,Wilsonburgh,High,"Surveyor, land/geomatics",Bachelor,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,86,3,TRUE,TRUE,0.464307127,9,6,445,597.6939533,265665,2021-06-05,2022-06-29,3.878126249,4.150264855,3.836791606,7,96,2021-01-12,18,0.523712399,2.610918188,Negative,Budgeting Tools,,High,44.59196838,767.8581399,949190,11.42213081,2023-06-05,Debit,2021-06-05 00:00:00,0.450264433,5.973849673,13.17565964,0.904343063,49730.19719
2318,80,M,Stevensfurt,Medium,Conference centre manager,Master,Divorced,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,9,TRUE,FALSE,0.785987071,16,6,446,361.0194909,161006,2022-11-29,2023-02-02,2.861262395,3.522338653,2.309332974,1,-87,2023-04-08,3,0.544256908,2.327852725,Positive,Investment Analytics,App Issues,Low,43.01816046,121.9265754,298693,7.926381275,2023-03-14,Credit,2022-11-29 00:00:00,0.836320937,6.166726957,16.49584337,0.150525708,25398.58109
2319,84,F,Turnerstad,Medium,"Engineer, building services",High School,Widowed,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,75,9,TRUE,TRUE,0.205167211,8,2,459,46.89276019,21114,2023-03-24,2023-04-30,1.94898997,4.073201419,3.320031067,9,-28,2021-04-24,18,0.779801452,4.860220499,Neutral,Investment Analytics,Customer Service,Low,96.85079622,909.1710456,389091,8.78586739,2023-09-23,Debit,2023-03-24 00:00:00,0.255204558,0.752441609,4.700704765,0.127609858,6965.666562
2320,21,M,Ballardland,Low,Cartographer,PhD,Divorced,7,Branch,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,86,7,FALSE,TRUE,0.082381688,9,8,397,692.2951457,274724,2022-10-31,2023-01-09,3.827939863,4.118202036,1.959016454,10,95,2023-04-18,4,0.681950705,4.629256183,Neutral,Mobile Deposit,Customer Service,Medium,94.78255841,248.4209538,28408,28.86420483,2023-07-09,Transfer,2022-10-31 00:00:00,0.638833868,1.537330857,4.529609798,0.049143923,11237.62094
2321,75,Other,East Alexander,Low,Early years teacher,Bachelor,Widowed,1,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,27,5,FALSE,TRUE,0.017764506,14,6,857,263.1263894,225391,2021-03-02,2022-05-18,4.481517025,3.546239475,4.441495606,6,93,2022-12-26,8,0.912591189,1.203373786,Neutral,Mobile Deposit,Customer Service,High,73.89130706,881.5658717,148320,11.3128514,2021-08-31,Debit,2021-03-02 00:00:00,0.220454481,3.252273058,1.654166307,0.863824775,2350.930111
2322,42,Other,Port Allenborough,Premium,Technical brewer,Master,Widowed,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,18,2,TRUE,TRUE,0.103732999,3,0,819,241.8223507,197379,2022-07-14,2021-11-07,4.314867365,4.378057996,3.77704604,2,-23,2021-10-14,11,0.703010064,2.56794952,Neutral,Mobile Deposit,Transaction Delays,Medium,74.61441972,982.2274393,5342,28.1425378,2023-01-21,Transfer,2022-07-14 00:00:00,0.211743525,1.125095996,5.867538799,0.238189047,26379.86588
2323,64,Other,East Timothyberg,Premium,"Therapist, nutritional",PhD,Divorced,7,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,47,2,TRUE,FALSE,0.274590539,6,8,413,667.1587611,275471,2023-07-12,2023-12-21,1.776507284,3.905697141,4.952439393,6,-98,2023-07-25,17,0.760190975,4.134322306,Neutral,,Fees,High,89.56629436,567.1216152,896537,16.55614337,2023-08-08,Credit,2023-07-12 00:00:00,0.154511904,4.709547025,17.78019087,0.487081707,94963.8386
2324,55,Other,South Megan,High,Materials engineer,High School,Married,5,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,97,8,TRUE,FALSE,0.409256445,15,5,503,872.707464,438616,2023-10-02,2023-05-14,3.416412919,3.309879163,4.472181035,6,-97,2022-07-16,5,0.975165545,3.517097635,Positive,Mobile Deposit,App Issues,Low,96.59680856,956.7025781,223238,16.88717641,2023-11-07,Debit,2023-10-02 00:00:00,0.494361625,9.705871742,2.109307627,0.285940034,53358.24497
2325,32,Other,North Kevin,Medium,"Producer, radio",High School,Married,1,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,71,3,FALSE,FALSE,0.59377391,7,5,532,289.208919,153748,2022-04-13,2022-04-13,3.65248372,4.044606967,1.539570407,2,72,2021-02-09,5,0.766063154,4.086661351,Negative,Mobile Deposit,,Medium,88.3828546,515.9305075,471437,2.525799755,2023-11-18,Credit,2022-04-13 00:00:00,0.391339708,5.03245177,5.711175121,0.985329845,47095.19142
2326,80,F,Hernandezchester,Medium,"Administrator, Civil Service",Bachelor,Married,1,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,7,TRUE,FALSE,0.200090511,13,6,291,779.7785656,226689,2022-12-30,2021-10-10,1.209404484,2.991318287,3.825514262,6,98,2022-02-19,18,0.898272027,2.628484194,Negative,,Fees,Low,3.34984179,870.1002943,350188,29.31883296,2023-07-24,Credit,2022-12-30 00:00:00,0.165058682,9.219591687,17.07940666,0.819661126,15826.18799
2327,38,Other,North Gabrielberg,High,Government social research officer,High School,Widowed,1,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,15,6,FALSE,TRUE,0.269695726,19,1,90,886.8812679,79740,2023-02-08,2023-05-29,2.312971677,2.941029412,2.141561879,5,-86,2022-03-04,4,0.881403437,2.555652371,Neutral,Mobile Deposit,Transaction Delays,Low,67.90517131,110.1883599,349681,15.73603731,2023-10-07,Debit,2023-02-08 00:00:00,0.362204772,1.29004043,16.64277489,0.670840627,40096.24281
2328,74,Other,Maynardfort,Premium,Product designer,PhD,Married,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,70,6,FALSE,TRUE,0.69908044,6,1,371,218.8665379,80878,2023-06-04,2023-04-27,1.417145228,2.358610377,3.378621519,7,79,2022-06-09,4,0.627730007,4.068736141,Negative,Mobile Deposit,Transaction Delays,Medium,95.68885326,880.4171629,115137,25.5471732,2023-10-27,Debit,2023-06-04 00:00:00,0.154378814,2.441219848,2.185334849,0.90636789,19405.38405
2329,70,Other,Port Shannonbury,Medium,Control and instrumentation engineer,Master,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,3,TRUE,TRUE,0.909007943,13,3,596,918.2578857,547128,2022-01-16,2023-04-19,2.667300899,4.388635964,3.589883621,9,95,2022-08-27,4,0.76938637,2.167921221,Positive,International Transfers,Fees,Low,23.32230369,91.68497649,518757,20.65602996,2022-04-19,Credit,2022-01-16 00:00:00,0.384560521,4.868370381,14.46705367,0.248612611,42757.19448
2330,63,Other,West Ashley,High,Osteopath,High School,Married,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,50,6,TRUE,TRUE,0.135514748,5,1,231,290.2811185,66990,2023-02-18,2023-07-29,3.90909663,2.197280695,4.012464023,9,11,2023-02-04,16,0.574379986,1.230619833,Positive,Mobile Deposit,App Issues,High,55.27058991,133.3535462,626484,14.61382678,2023-06-27,Credit,2023-02-18 00:00:00,0.668723279,5.238375142,7.415859334,0.285152085,48343.08861
2331,31,M,Williamstown,Premium,General practice doctor,Master,Divorced,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,4,FALSE,FALSE,0.472515122,8,6,363,225.6183568,81675,2021-06-25,2023-11-24,4.221088578,2.005471172,3.033734111,8,-25,2021-02-18,19,0.615830018,4.561320468,Positive,Investment Analytics,Transaction Delays,High,99.65791757,956.4005927,761888,20.71656624,2022-07-23,Credit,2021-06-25 00:00:00,0.899963317,6.307299769,0.898970963,0.799195148,89163.0452
2332,34,Other,Lake Melaniechester,High,"Development worker, international aid",PhD,Single,1,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,53,1,FALSE,TRUE,0.29541789,13,9,553,367.09636,202951,2022-08-28,2023-01-11,4.052980685,1.87831067,2.494353275,3,86,2022-10-22,13,0.981631634,4.784380098,Neutral,,Customer Service,Medium,56.2604764,979.5129206,851058,3.298410308,2022-12-30,Credit,2022-08-28 00:00:00,0.330509531,2.200127957,0.997668403,0.232934101,73749.05622
2333,56,Other,Allisonshire,Medium,"Physicist, medical",PhD,Widowed,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,98,8,FALSE,FALSE,0.527970255,15,8,751,235.9335105,176485,2022-05-20,2021-03-02,2.086683126,3.641985953,4.781011606,5,-84,2023-05-26,15,0.583783329,3.446078286,Negative,International Transfers,Customer Service,Medium,33.2875908,975.8075453,108078,1.738638832,2023-10-19,Transfer,2022-05-20 00:00:00,0.241272509,2.194679359,6.554147843,0.61997459,76734.48
2334,26,F,Benjaminfurt,Low,Call centre manager,Master,Divorced,6,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,16,9,TRUE,FALSE,0.119131135,3,1,172,576.8123958,99072,2021-05-31,2023-06-26,1.59474277,1.79794115,2.340721202,3,-84,2023-02-23,12,0.98052087,3.947684506,Neutral,Mobile Deposit,Fees,High,75.59610564,641.4556802,619220,10.65729959,2022-07-28,Credit,2021-05-31 00:00:00,0.349449414,7.081643467,16.47620484,0.718802564,94023.30952
2335,23,M,Palmerfort,Medium,Data processing manager,PhD,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,91,3,TRUE,TRUE,0.271039075,19,0,300,478.0450492,143400,2021-06-18,2021-10-26,4.489993904,4.470241406,2.172387396,7,-95,2022-10-30,8,0.851056253,3.758398415,Negative,Investment Analytics,Customer Service,High,98.84660997,294.2659196,831424,5.729329375,2023-03-28,Transfer,2021-06-18 00:00:00,0.390147172,6.912660382,17.1482987,0.369872009,74650.87168
2336,40,F,Lake Bruce,Medium,Clinical psychologist,Bachelor,Widowed,1,Branch,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,71,1,FALSE,TRUE,0.708861767,2,0,134,673.1274748,90182,2022-07-03,2021-01-21,3.970052456,3.79227731,2.252929226,1,78,2022-02-13,13,0.932726015,3.146900463,Neutral,Investment Analytics,Customer Service,High,8.723622255,261.9953552,386286,26.55759098,2023-08-03,Debit,2022-07-03 00:00:00,0.46803071,8.614520374,17.40808676,0.7128721,71174.70184
2337,76,Other,South Barbaraside,Medium,"Development worker, international aid",High School,Divorced,2,Branch,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,67,1,TRUE,TRUE,0.819309959,12,1,703,727.0619992,511081,2021-11-12,2023-11-26,4.021084244,4.159293722,4.297844,1,71,2022-03-17,12,0.606924478,3.401072815,Positive,Budgeting Tools,Fees,Low,13.37607988,658.7956191,228825,9.006544945,2022-08-29,Credit,2021-11-12 00:00:00,0.388238009,1.638772006,3.679302474,0.062108609,71194.92315
2338,63,F,West Patriciachester,Medium,Astronomer,Bachelor,Married,1,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,1,FALSE,TRUE,0.621645445,15,2,657,90.98490023,59130,2023-02-18,2021-05-23,2.083399896,1.563300277,3.539102534,10,-53,2023-10-28,14,0.693220984,3.160953614,Negative,Mobile Deposit,Fees,Low,58.85688447,248.0417996,87580,19.85124106,2023-06-20,Debit,2023-02-18 00:00:00,0.924888651,7.826706285,11.59657763,0.407190932,49456.79847
2339,55,F,Wilsonstad,High,"Engineer, electronics",Bachelor,Widowed,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,85,9,FALSE,TRUE,0.944458974,3,0,888,162.0957797,143856,2021-11-12,2021-06-23,3.288587322,1.059903113,1.736925313,5,30,2023-06-21,0,0.918308736,1.45354279,Negative,Investment Analytics,Fees,Medium,76.35692262,240.8605042,739511,27.33733318,2022-04-20,Transfer,2021-11-12 00:00:00,0.367207945,5.17541635,1.684774091,0.747406675,14796.81341
2340,31,Other,Terrytown,Medium,Seismic interpreter,Bachelor,Single,6,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,94,5,FALSE,TRUE,0.652900516,2,7,626,791.7817687,495166,2023-03-09,2022-11-24,4.591637441,1.325078661,1.780607532,5,-89,2022-07-16,15,0.892849664,2.275279768,Neutral,International Transfers,Transaction Delays,High,76.66672564,661.6368498,666022,1.856345505,2023-03-20,Credit,2023-03-09 00:00:00,0.046801036,3.180056641,16.88318607,0.530861197,60921.28123
2341,79,M,West Jessica,Medium,Food technologist,Master,Single,7,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,0,3,TRUE,FALSE,0.74659309,6,5,603,75.58104018,45225,2022-10-11,2022-10-07,4.336642362,3.708489349,1.447468147,7,-47,2021-08-07,17,0.858216996,1.069231392,Neutral,Investment Analytics,App Issues,Low,52.63294846,665.9407204,915690,21.27296639,2023-01-25,Transfer,2022-10-11 00:00:00,0.770141522,8.872408891,18.3421216,0.706362133,36040.97023
2342,52,M,Cooperbury,High,Estate manager/land agent,Master,Divorced,3,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,13,9,FALSE,TRUE,0.357427206,14,2,297,662.2081814,196614,2023-01-09,2023-04-03,2.069551428,1.413246623,2.678117637,9,-49,2021-06-02,17,0.648824272,1.30832392,Negative,,Customer Service,Medium,96.75609735,928.552211,550244,0.315358251,2023-02-24,Debit,2023-01-09 00:00:00,0.412360356,6.696207701,14.68508789,0.555101821,96878.55591
2343,36,F,New Regina,High,Quality manager,PhD,Single,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,6,9,FALSE,FALSE,0.169868275,1,8,491,666.8815669,327006,2021-08-07,2021-12-03,4.803362492,2.888753805,2.90643961,7,61,2022-05-13,10,0.736380841,3.033281164,Positive,Mobile Deposit,App Issues,Medium,65.578302,892.3502353,884784,25.76780332,2022-12-26,Debit,2021-08-07 00:00:00,0.654869779,6.306178791,1.904361949,0.349086405,19920.90705
2344,47,Other,Sandramouth,High,"Lighting technician, broadcasting/film/video",Master,Divorced,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,6,TRUE,FALSE,0.657877309,8,3,467,739.7427812,345113,2021-07-07,2023-06-08,2.514820801,4.212039538,2.402844746,7,-36,2021-11-25,3,0.735449528,1.711253283,Neutral,,Fees,High,48.19005568,18.74756053,457750,29.54311436,2023-06-16,Transfer,2021-07-07 00:00:00,0.60324625,5.992233086,5.563890601,0.277910228,65107.52995
2345,42,F,West Jennifer,Low,Estate agent,PhD,Divorced,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,71,5,FALSE,FALSE,0.919086865,2,8,736,226.4685142,166336,2021-01-11,2021-05-06,3.290752349,2.430631142,2.57244616,9,32,2022-10-29,13,0.972880962,2.428994442,Negative,Mobile Deposit,App Issues,Low,57.13248483,940.8234157,555148,6.937255203,2021-10-22,Credit,2021-01-11 00:00:00,0.845810139,7.132426899,15.77578414,0.472271028,85694.36088
2346,57,F,Moyerstad,High,Planning and development surveyor,Master,Widowed,7,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,7,1,FALSE,FALSE,0.981901,9,4,491,159.540689,78069,2022-09-24,2023-03-17,3.925288762,1.188170286,3.441223867,8,-31,2023-09-10,11,0.823528982,4.348148498,Negative,,App Issues,Low,81.04239406,743.1063287,160210,4.835778499,2023-11-16,Credit,2022-09-24 00:00:00,0.739568547,6.273125142,11.02796438,0.278585683,43090.53846
2347,31,F,Marshburgh,Medium,Logistics and distribution manager,PhD,Divorced,5,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,53,6,FALSE,FALSE,0.450047088,17,8,151,455.4603136,68705,2023-06-30,2021-03-17,2.003544565,4.533620889,3.188819893,1,-86,2023-08-21,6,0.671129228,1.347757498,Negative,Mobile Deposit,Fees,Low,90.29034619,479.8795585,106206,14.96477802,2023-12-15,Transfer,2023-06-30 00:00:00,0.212667229,9.446020291,2.835470724,0.468286405,66855.50696
2348,43,Other,West Hannah,Low,Theatre stage manager,High School,Divorced,7,Branch,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,23,5,FALSE,TRUE,0.539706842,14,7,38,52.36754456,1976,2023-01-08,2021-11-06,2.57386581,3.833039053,2.755048796,5,-39,2021-04-05,6,0.756140804,4.327430734,Positive,Budgeting Tools,Transaction Delays,Low,83.17024075,181.3005688,131615,28.54314593,2023-08-04,Transfer,2023-01-08 00:00:00,0.820882456,4.290875988,19.88239363,0.37196118,41238.68076
2349,39,Other,Lake Timothyburgh,High,Nature conservation officer,PhD,Married,2,Referral,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,54,9,FALSE,TRUE,0.311215055,15,1,169,843.4263362,142467,2022-07-07,2021-04-29,4.717134705,1.140823753,2.985486239,2,-49,2023-03-10,14,0.943699513,4.578374292,Positive,Investment Analytics,App Issues,Low,59.55188939,652.5482171,66422,8.983215249,2023-09-13,Transfer,2022-07-07 00:00:00,0.489730314,9.453571833,11.2385383,0.161920793,17708.94653
2350,65,M,East Catherine,Medium,Site engineer,High School,Widowed,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,7,FALSE,TRUE,0.672514791,12,4,31,749.2931181,23219,2021-07-29,2023-12-01,1.303033912,2.297973248,4.170573013,10,48,2023-09-25,18,0.86089795,2.274207079,Negative,Mobile Deposit,,High,7.883950901,146.3545036,758561,9.52810087,2022-08-06,Transfer,2021-07-29 00:00:00,0.326543933,6.232407638,2.226718399,0.706539932,20553.36254
2351,68,Other,Port Robertfort,Medium,Art therapist,PhD,Single,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,98,3,FALSE,FALSE,0.765220781,11,0,400,885.8499914,354000,2021-09-29,2022-08-29,1.081698743,2.489297031,3.064302767,10,-37,2022-05-27,8,0.804669158,2.821129112,Negative,International Transfers,Fees,High,73.19435904,197.5290357,841843,18.60420114,2022-02-25,Transfer,2021-09-29 00:00:00,0.414382456,1.917613224,6.188813413,0.201866175,30186.6576
2352,20,F,Jimmyside,Medium,"Psychologist, clinical",Master,Married,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,71,5,FALSE,FALSE,0.041196541,11,0,635,79.05999447,50165,2021-06-28,2023-05-09,4.85885007,4.47470319,4.831080196,3,11,2022-07-28,19,0.770328092,2.648577855,Neutral,,App Issues,Low,76.25146318,766.6077112,218754,21.44855928,2023-09-03,Debit,2021-06-28 00:00:00,0.955655478,3.241388151,18.70389946,0.987223614,40962.6204
2353,59,F,North Michaelview,Medium,"Surveyor, building",Master,Married,2,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,68,6,FALSE,FALSE,0.84662882,0,2,899,921.6676939,827979,2022-01-19,2023-04-04,4.500930332,1.343408226,3.210017581,2,-67,2023-02-08,15,0.753485946,1.577858717,Positive,Mobile Deposit,Customer Service,Medium,9.768568076,810.3668556,677894,16.26970206,2023-07-03,Transfer,2022-01-19 00:00:00,0.056651623,5.383693273,7.972420529,0.93072447,62493.22591
2354,36,M,Ericaburgh,Medium,Maintenance engineer,High School,Widowed,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,2,TRUE,TRUE,0.513798324,14,0,80,759.0679887,60720,2023-06-02,2022-09-16,4.201744534,4.079812734,2.308474765,10,-47,2021-05-02,11,0.726627309,1.375997898,Neutral,Mobile Deposit,Fees,High,32.16827626,151.8943173,275583,6.708520554,2023-07-08,Transfer,2023-06-02 00:00:00,0.933809517,1.006117378,8.243459962,0.972217089,65617.24754
2355,45,Other,Port Brycechester,High,Dispensing optician,Bachelor,Widowed,3,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,0,7,TRUE,TRUE,0.579714923,0,5,883,121.6290159,106843,2023-07-09,2022-10-05,2.334083618,4.896588558,4.774361782,4,100,2021-07-27,3,0.945464093,2.800707192,Positive,Budgeting Tools,Customer Service,Low,9.361131516,745.2986608,259800,27.08032957,2023-09-26,Transfer,2023-07-09 00:00:00,0.943475884,6.940009118,14.15301158,0.581691149,80478.44566
2356,62,F,New Jeremyside,Low,"Merchandiser, retail",Bachelor,Married,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,65,9,FALSE,TRUE,0.206226138,7,5,656,113.6316202,74128,2023-11-16,2022-12-06,2.506410881,2.542362013,1.392335961,1,-93,2021-04-25,2,0.519316527,3.267911995,Negative,Mobile Deposit,Fees,Low,41.26021635,200.8707958,131293,15.67806769,2023-12-11,Transfer,2023-11-16 00:00:00,0.144286202,6.355809978,11.07387933,0.11458916,83788.47754
2357,80,M,South Jonathan,Premium,Geochemist,PhD,Widowed,4,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,41,9,TRUE,TRUE,0.010300491,15,4,580,900.985069,522000,2023-04-16,2021-01-17,4.589138441,1.095048467,4.493369549,6,32,2022-12-03,16,0.651781134,2.953843818,Neutral,Investment Analytics,,Low,54.43006012,544.4144083,638284,28.39108677,2023-10-03,Debit,2023-04-16 00:00:00,0.393755099,5.692682665,5.549530544,0.972405747,3615.13648
2358,36,M,Kristenton,Medium,"Scientist, audiological",Master,Widowed,7,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,78,5,TRUE,TRUE,0.952203317,15,8,69,471.4879846,32499,2021-07-31,2022-07-27,4.900122947,1.960594785,1.488620236,10,-11,2022-07-20,17,0.854512836,3.721299141,Negative,Mobile Deposit,Transaction Delays,Low,17.83058591,911.2087124,777819,14.30636385,2022-04-27,Transfer,2021-07-31 00:00:00,0.791751271,6.687334069,11.691406,0.187203263,48830.99321
2359,64,F,Paulahaven,Low,Economist,Bachelor,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,8,TRUE,TRUE,0.928400399,2,3,182,998.8611673,181636,2021-02-23,2023-12-17,1.245437564,1.506864363,3.569197504,10,100,2023-01-27,15,0.938084274,2.904021121,Neutral,International Transfers,Fees,Medium,60.5208389,183.6977603,428092,4.104346298,2022-01-29,Transfer,2021-02-23 00:00:00,0.95621348,9.262812511,1.698377148,0.66248685,76412.56911
2360,31,F,Lake Brentmouth,Low,Insurance claims handler,Master,Widowed,1,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,9,TRUE,TRUE,0.77434018,18,2,220,638.6589342,140360,2021-07-03,2021-10-28,2.872991662,4.156085996,4.554333769,8,-80,2023-06-17,2,0.984179566,4.454323277,Positive,,App Issues,High,76.89534539,368.6466213,494575,11.00542253,2023-07-10,Transfer,2021-07-03 00:00:00,0.23493626,1.967218951,3.274982658,0.004379602,94945.85864
2361,55,Other,Estesville,Medium,Conference centre manager,Master,Divorced,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,73,6,TRUE,TRUE,0.473597331,13,2,855,691.0226984,590805,2022-12-26,2023-04-08,2.602579123,2.405562712,1.424878276,7,6,2022-08-06,11,0.975698119,3.420636237,Negative,Mobile Deposit,Transaction Delays,High,88.08478376,731.2877375,435667,16.30022329,2023-09-07,Debit,2022-12-26 00:00:00,0.055465115,8.944915326,17.4968087,0.81046271,71610.97425
2362,70,M,Port Cherylville,High,Community pharmacist,Master,Married,7,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,4,FALSE,TRUE,0.317621003,8,0,810,473.196089,383130,2021-07-10,2023-07-03,3.947895747,4.593303868,4.998191214,1,-14,2021-08-16,10,0.687972019,1.905193019,Positive,Investment Analytics,App Issues,Medium,86.70909411,519.1042951,484303,5.803482367,2023-05-26,Transfer,2021-07-10 00:00:00,0.661240827,0.425858306,3.036012153,0.527058698,26696.5798
2363,78,F,New Danielville,Low,"Surveyor, hydrographic",PhD,Married,1,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,18,4,FALSE,TRUE,0.156078108,11,3,192,442.5231311,84864,2022-10-27,2022-02-25,2.973664013,4.655677117,2.927554081,10,-14,2023-08-25,0,0.937874651,4.504510733,Neutral,Investment Analytics,Fees,High,66.50946227,180.5154401,239555,12.18091934,2022-12-31,Credit,2022-10-27 00:00:00,0.073215307,6.718425966,13.8557492,0.27065044,37555.28374
2364,53,M,West Eric,Medium,"Exhibitions officer, museum/gallery",High School,Single,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,3,FALSE,FALSE,0.080920408,15,6,126,803.8294425,101178,2023-02-28,2023-06-25,1.314322881,2.474965342,2.961908471,5,-9,2021-10-03,3,0.774196052,4.442524524,Positive,Mobile Deposit,Customer Service,High,69.19076289,171.4514231,98874,3.191392628,2023-07-26,Debit,2023-02-28 00:00:00,0.205566656,7.110302896,6.923030519,0.117529026,99379.48462
2365,57,Other,Jeanhaven,High,Retail manager,PhD,Widowed,4,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,80,9,TRUE,FALSE,0.457305074,0,7,531,454.2519394,241074,2021-01-26,2022-12-09,1.669104289,3.41890204,2.371439666,1,-30,2021-06-01,13,0.685699519,2.480477146,Positive,International Transfers,Customer Service,High,12.37727095,104.8626123,984253,26.76898853,2021-01-31,Credit,2021-01-26 00:00:00,0.430825891,3.738793088,13.89483058,0.766958905,28211.59799
2366,47,F,Oconnorville,Low,"Journalist, broadcasting",Bachelor,Married,7,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,1,6,TRUE,FALSE,0.792247231,6,5,601,503.3937009,302303,2022-08-21,2023-04-09,2.229739497,4.776683099,2.580127622,9,-8,2022-10-27,5,0.95327713,1.756830936,Positive,Mobile Deposit,Transaction Delays,Medium,22.7847471,455.4962342,77836,28.72428795,2022-09-10,Credit,2022-08-21 00:00:00,0.560341402,9.352635981,8.950519041,0.031850303,70702.92312
2367,26,Other,Lake Michael,High,Forensic scientist,High School,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,9,8,TRUE,TRUE,0.725922198,17,6,595,396.9985354,235620,2023-04-28,2022-02-09,4.149022696,1.3450735,2.820844806,10,82,2023-04-28,8,0.80388006,4.113728254,Neutral,Investment Analytics,,Low,96.50821699,216.2697744,328488,13.68255181,2023-11-21,Transfer,2023-04-28 00:00:00,0.467946109,1.876428424,0.148432132,0.657062172,22202.32339
2368,81,M,North Melinda,High,Medical illustrator,Bachelor,Married,1,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,68,2,TRUE,TRUE,0.755933988,10,4,318,204.3248733,64872,2023-03-06,2022-09-10,4.094730374,4.091749065,1.716860975,8,54,2021-11-07,1,0.884648975,1.239254367,Negative,International Transfers,App Issues,Low,99.91504602,934.7516935,849825,26.84332677,2023-03-23,Debit,2023-03-06 00:00:00,0.830902597,8.936011542,6.468549727,0.928704528,72310.10506
2369,50,Other,Montestown,Medium,"Geologist, wellsite",High School,Widowed,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,5,4,TRUE,TRUE,0.118650162,2,7,259,850.4173083,220150,2021-06-23,2021-06-22,4.086441833,1.196029232,2.944719806,5,82,2021-11-05,13,0.625840006,2.711742624,Neutral,Budgeting Tools,Transaction Delays,Medium,3.167641449,584.2199262,927920,5.319704802,2023-05-29,Credit,2021-06-23 00:00:00,0.386514724,2.802629682,13.84288572,0.44493149,9325.020484
2370,69,Other,Port Lisa,Medium,Art gallery manager,High School,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,2,FALSE,TRUE,0.862749096,9,9,776,228.5053491,176928,2022-05-13,2021-03-17,4.107497166,2.774604956,3.387468952,10,-80,2022-09-05,7,0.69791403,2.83864353,Neutral,Mobile Deposit,Fees,High,76.51726089,243.0826455,811301,2.075466757,2022-10-04,Credit,2022-05-13 00:00:00,0.516258734,6.382711809,3.233333689,0.22089739,45037.00093
2371,31,M,Justinburgh,Low,Ambulance person,PhD,Single,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,65,3,FALSE,FALSE,0.803972369,11,2,730,308.6678962,224840,2023-12-04,2022-11-17,2.665781045,3.049830604,1.102165983,10,61,2022-02-14,0,0.524347418,3.516377159,Negative,Mobile Deposit,Customer Service,High,63.48255686,271.5982328,966108,9.819508018,2023-12-04,Credit,2023-12-04 00:00:00,0.500913938,2.450316555,13.64611346,0.063077363,29718.14783
2372,70,Other,West Nathanchester,High,"Pilot, airline",Master,Married,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,7,2,TRUE,TRUE,0.094088793,7,7,415,596.8695395,247340,2021-12-14,2023-03-10,3.458992978,3.197553658,3.979637055,4,44,2021-06-30,18,0.563572258,2.085599657,Positive,Budgeting Tools,App Issues,Low,4.13493314,528.2527587,595735,7.159739292,2023-06-26,Debit,2021-12-14 00:00:00,0.202700855,8.262191629,16.94688938,0.261016055,2495.482292
2373,76,M,Crystalbury,Low,Forest/woodland manager,Master,Single,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,9,TRUE,TRUE,0.356532809,2,9,787,332.8615685,261284,2023-02-19,2021-09-16,1.579243498,4.396134603,3.244706762,4,-95,2023-06-17,4,0.824751155,2.419438478,Positive,Budgeting Tools,Customer Service,Medium,58.28624376,282.8139032,597374,7.069388098,2023-09-07,Transfer,2023-02-19 00:00:00,0.373929065,1.426930372,2.702933197,0.528120363,15791.54753
2374,58,F,Port Karen,Medium,Industrial/product designer,High School,Widowed,2,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,58,9,TRUE,FALSE,0.375224203,1,6,631,359.8433941,226529,2021-12-14,2023-12-02,1.897539936,1.826021435,1.438561213,9,28,2022-05-18,2,0.610899583,4.813428468,Positive,,,Low,59.56671871,240.9050458,132124,23.35255323,2023-10-25,Credit,2021-12-14 00:00:00,0.922231132,5.993198209,4.668550286,0.891787255,4952.712537
2375,25,M,Cobbberg,Medium,Mental health nurse,PhD,Widowed,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,6,TRUE,FALSE,0.735111593,6,8,721,13.84464756,9373,2021-10-12,2022-08-05,2.29426438,2.764170445,4.370741326,1,18,2022-11-03,4,0.707789307,4.491780163,Positive,Budgeting Tools,Customer Service,Low,34.37111799,446.277097,643667,24.44314085,2021-12-01,Transfer,2021-10-12 00:00:00,0.47165207,9.119316768,10.03023628,0.6988569,17451.37528
2376,19,M,Gutierrezchester,Medium,Higher education lecturer,Bachelor,Single,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,94,7,TRUE,TRUE,0.8604834,11,5,321,803.0070429,257763,2022-07-05,2022-03-14,3.053306876,2.09737719,2.987092298,10,36,2022-06-18,5,0.706145561,2.52723489,Positive,Investment Analytics,Fees,Medium,92.17027136,545.9304069,504315,16.89749084,2022-10-01,Debit,2022-07-05 00:00:00,0.11599628,1.015744653,2.173853659,0.710384493,69308.29071
2377,58,F,Cranehaven,Medium,"Psychologist, sport and exercise",Bachelor,Divorced,7,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,35,5,TRUE,TRUE,0.375725638,12,9,821,499.4825332,409679,2022-09-09,2021-07-10,1.735408156,3.361437063,2.701713044,3,-59,2023-12-24,16,0.88382736,4.867657328,Negative,Budgeting Tools,Transaction Delays,Medium,99.47395564,118.587376,815783,21.66179352,2023-02-11,Credit,2022-09-09 00:00:00,0.59822684,9.672064878,18.66886471,0.463528678,15237.4509
2378,72,M,Sherrymouth,High,Lexicographer,Master,Single,5,Online,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,7,1,FALSE,FALSE,0.130838884,18,9,781,204.2574788,159324,2022-07-04,2023-11-14,4.497807513,3.232589365,2.532624292,10,-15,2022-08-20,7,0.783510181,1.24890317,Neutral,International Transfers,Fees,Low,92.60914773,689.7365419,409442,8.501714441,2023-07-25,Credit,2022-07-04 00:00:00,0.467347806,4.44088033,19.6653027,0.892837929,96575.3948
2379,33,F,Port Alejandro,Medium,Dancer,Master,Single,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,4,FALSE,FALSE,0.082561684,19,1,571,715.0649877,408265,2023-10-07,2022-10-02,3.485278486,4.150168501,4.139039867,5,65,2021-02-14,5,0.838714954,2.217038774,Neutral,Investment Analytics,App Issues,Low,1.503414585,277.1472712,819426,20.94104701,2023-10-09,Debit,2023-10-07 00:00:00,0.577301458,0.700361399,11.37350552,0.864339623,15944.86551
2380,79,F,North Matthewfurt,Premium,"Engineer, chemical",Bachelor,Married,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,4,FALSE,FALSE,0.638842079,10,4,185,659.4436177,121915,2021-10-26,2023-12-04,3.148035967,1.709981098,1.323908269,4,-100,2021-10-15,15,0.560876978,3.842689599,Positive,International Transfers,Transaction Delays,High,24.71656072,412.8883871,637785,22.63877233,2022-09-18,Credit,2021-10-26 00:00:00,0.945513906,9.85548816,5.935113334,0.249268698,96678.49419
2381,65,M,South Bryan,High,Camera operator,Bachelor,Divorced,4,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,58,8,FALSE,FALSE,0.497978145,12,8,939,382.6113908,358698,2021-05-10,2022-11-29,1.064275531,4.264344957,3.821765333,1,-73,2021-05-20,17,0.803361153,3.401105726,Positive,Mobile Deposit,,Medium,53.7120349,282.5401211,457891,28.31174578,2021-08-06,Debit,2021-05-10 00:00:00,0.555917151,5.429545151,6.388465546,0.510934822,74264.0139
2382,47,Other,Lake Sandraberg,Medium,Clinical research associate,PhD,Single,2,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,77,5,FALSE,TRUE,0.902048191,7,6,12,582.3645998,6984,2021-12-09,2021-11-24,3.249481586,2.39406164,3.548508916,7,-27,2022-10-05,19,0.809123339,3.101375687,Negative,International Transfers,Transaction Delays,Medium,78.63630066,502.9883745,244599,2.615907802,2023-08-04,Debit,2021-12-09 00:00:00,0.796796235,4.01417648,8.393408414,0.189704024,27999.12694
2383,29,Other,Lake Tinahaven,Medium,Counselling psychologist,Bachelor,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,3,TRUE,TRUE,0.953528109,19,2,736,670.0248727,493120,2023-06-10,2021-02-17,4.663165337,3.274853676,2.693536742,8,-8,2023-01-10,3,0.766539708,4.080672269,Negative,Mobile Deposit,Customer Service,Low,12.29196106,994.6858743,489674,25.41152207,2023-06-16,Debit,2023-06-10 00:00:00,0.523559357,7.726628571,17.21201636,0.464741655,87657.82355
2384,52,F,Robertside,Medium,"Engineer, biomedical",PhD,Married,3,Online,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,88,1,FALSE,TRUE,0.898057579,4,1,88,71.36222488,6248,2022-07-20,2021-02-27,1.895639368,1.913594177,4.805493874,3,9,2023-07-03,14,0.550591432,4.909473587,Positive,Mobile Deposit,Customer Service,High,56.57882848,781.9770342,248482,4.845041277,2023-07-01,Debit,2022-07-20 00:00:00,0.509684718,0.275721394,16.21317485,0.912076521,97862.44977
2385,28,Other,Jennifermouth,High,"Designer, exhibition/display",Master,Married,1,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,1,TRUE,FALSE,0.075633585,18,7,98,423.4372104,41454,2023-05-13,2022-06-14,1.88285897,2.910005715,3.202881461,7,-23,2022-03-16,18,0.885670897,3.788310328,Neutral,,Fees,Medium,23.27894054,723.6483494,110332,12.86130144,2023-07-23,Credit,2023-05-13 00:00:00,0.791231563,6.059441341,17.99456404,0.677054235,94791.41592
2386,81,Other,Alanview,Medium,Product/process development scientist,Bachelor,Widowed,1,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,86,5,FALSE,TRUE,0.284263821,19,7,408,529.425606,215832,2022-09-06,2022-05-10,4.658619287,1.666153579,3.383119337,3,19,2022-01-13,13,0.772273273,2.730858736,Negative,Investment Analytics,,High,41.18990295,659.6768859,168669,0.187678913,2022-12-21,Credit,2022-09-06 00:00:00,0.355222441,6.314400978,18.50996564,0.103289653,35187.23225
2387,67,M,Lake Richard,Premium,Higher education lecturer,Master,Married,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,8,FALSE,TRUE,0.238807414,7,0,938,726.0849822,680988,2023-09-19,2022-09-15,4.330782694,3.741018429,4.052444308,10,73,2022-10-20,13,0.771063633,3.732053137,Positive,International Transfers,Fees,Medium,93.85036495,370.6247141,829984,28.59263841,2023-10-07,Debit,2023-09-19 00:00:00,0.492975243,6.228324466,6.611894182,0.705256068,33118.62346
2388,38,F,New Claudia,High,Soil scientist,High School,Married,5,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,62,9,FALSE,FALSE,0.068663176,6,1,393,387.8676235,152091,2021-06-07,2023-05-16,3.722157996,1.181670059,3.501320605,2,40,2023-08-18,2,0.924843908,3.11386307,Positive,Budgeting Tools,Transaction Delays,Medium,36.53876582,554.8457371,173653,28.90018455,2022-10-27,Credit,2021-06-07 00:00:00,0.695119533,5.710056428,14.3023424,0.877776458,14463.53446
2389,65,F,Terryfurt,Medium,Volunteer coordinator,High School,Widowed,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,80,2,TRUE,TRUE,0.918272539,4,4,688,179.0599665,123152,2023-01-10,2023-11-01,3.932885776,3.404343215,4.371530958,7,-35,2022-04-12,6,0.62156902,3.530755284,Positive,,Fees,Medium,62.24149674,868.0735405,395358,28.72135044,2023-03-09,Credit,2023-01-10 00:00:00,0.929577779,3.698856966,4.138345129,0.668553727,99768.23805
2390,37,M,West Christopher,High,Regulatory affairs officer,High School,Widowed,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,5,TRUE,FALSE,0.894786058,8,4,68,98.72240932,6664,2022-05-31,2021-08-15,1.236844729,4.004385578,1.915766086,6,47,2023-08-02,16,0.753368596,3.69047066,Positive,,Transaction Delays,Medium,19.71371243,731.520211,908429,2.685197537,2023-07-15,Transfer,2022-05-31 00:00:00,0.61415922,8.239260872,13.46733268,0.035019616,24006.99405
2391,84,Other,Peterberg,Medium,Web designer,Bachelor,Married,3,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,83,4,FALSE,FALSE,0.390767162,11,6,944,811.2721253,765584,2022-05-21,2021-05-03,4.045266571,4.526840957,4.142992506,6,-35,2023-01-12,3,0.870089017,4.974244902,Positive,Budgeting Tools,,High,8.590413828,932.0431073,751048,9.281469984,2022-12-14,Debit,2022-05-21 00:00:00,0.567423584,8.628797529,11.19814619,0.023722153,4395.068862
2392,61,F,Jasonhaven,High,Chartered accountant,Master,Single,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,97,3,FALSE,TRUE,0.95870996,3,4,665,484.3878817,321860,2023-10-13,2023-02-03,3.978358304,4.270640334,1.254332287,7,-83,2022-11-14,12,0.95579155,2.985760539,Neutral,Investment Analytics,,High,91.57532637,870.3536587,16614,11.97490287,2023-10-20,Transfer,2023-10-13 00:00:00,0.21502964,1.312884484,6.347870437,0.008274505,27658.3459
2393,50,Other,Adrienneburgh,Medium,"Production designer, theatre/television/film",Bachelor,Divorced,3,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,55,8,FALSE,TRUE,0.563345629,2,8,868,237.010341,205716,2022-02-05,2022-06-16,1.199911752,4.578016935,3.732992373,9,-32,2022-02-12,17,0.925075721,4.056826724,Positive,Investment Analytics,Customer Service,High,99.19720988,811.5497809,191772,29.36065615,2023-11-27,Credit,2022-02-05 00:00:00,0.286069307,7.716423799,1.614194795,0.789656723,73917.40652
2394,78,F,North Pamelaside,Low,Primary school teacher,Master,Widowed,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,2,FALSE,TRUE,0.43403162,10,0,664,806.786021,535184,2023-07-27,2023-11-06,4.158925143,3.457848781,4.941572044,5,53,2022-06-15,2,0.886503211,4.800368168,Neutral,Investment Analytics,App Issues,High,3.561729435,225.0866573,946720,23.58450554,2023-09-15,Debit,2023-07-27 00:00:00,0.308512686,8.521852309,7.150350042,0.740323498,79094.39716
2395,26,F,Johnport,Low,Occupational therapist,PhD,Divorced,3,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,51,2,TRUE,FALSE,0.549650021,17,4,791,813.8214596,643083,2021-08-08,2022-12-27,3.563542662,1.207426452,3.749562875,2,-33,2022-06-07,5,0.936883857,1.880270604,Positive,,Fees,Low,48.42955576,533.2460021,854584,19.41672938,2022-04-05,Credit,2021-08-08 00:00:00,0.723955175,8.392974043,7.951568544,0.167854874,5299.062715
2396,52,F,Benitezville,High,"Engineer, maintenance",Bachelor,Widowed,4,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,10,5,TRUE,FALSE,0.422055565,18,2,359,654.7674786,234786,2021-10-05,2021-09-11,3.285410502,4.882296475,2.318474683,6,20,2021-02-17,2,0.633881645,2.532634526,Neutral,Budgeting Tools,Fees,High,6.30942691,708.9164375,279148,11.53798348,2022-08-28,Transfer,2021-10-05 00:00:00,0.713118645,3.174578434,17.49945038,0.786061265,97639.57927
2397,82,F,Port Nathanhaven,Medium,Financial manager,High School,Married,1,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,26,1,TRUE,FALSE,0.291887227,1,9,318,128.9132313,40704,2022-09-16,2021-04-08,3.057897588,4.112231068,3.0261255,3,-97,2021-10-15,13,0.722942675,3.224677098,Negative,Investment Analytics,Fees,Low,55.48666596,413.4530651,412558,29.23727616,2023-12-20,Credit,2022-09-16 00:00:00,0.249334781,2.650034834,18.39353547,0.194550106,93851.81502
2398,25,Other,Davidville,Premium,Hospital doctor,PhD,Widowed,3,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,61,7,FALSE,TRUE,0.181102143,8,5,79,310.4540169,24490,2021-01-14,2021-09-13,3.054027821,3.372533352,4.971274353,9,72,2021-09-02,7,0.989935522,2.578503062,Positive,Mobile Deposit,Customer Service,Low,77.67059897,276.5720573,167694,21.35004565,2023-05-25,Debit,2021-01-14 00:00:00,0.030842398,3.621014596,19.00676979,0.912899982,3060.817127
2399,62,Other,Evanstown,Low,Dietitian,Master,Married,3,Referral,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,8,9,FALSE,FALSE,0.460625183,9,0,345,883.6677554,304635,2023-03-22,2023-07-09,1.937498197,2.837914286,2.915626607,7,-44,2023-04-22,1,0.507524401,3.921330193,Negative,International Transfers,Transaction Delays,Low,46.24540724,721.2860003,845818,15.60742371,2023-07-11,Credit,2023-03-22 00:00:00,0.086246073,3.630033098,5.63614108,0.382612191,45015.6488
2400,64,Other,Morganbury,Medium,Recruitment consultant,Bachelor,Divorced,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,2,TRUE,FALSE,0.530776814,18,1,701,130.3084871,91130,2022-11-12,2022-09-03,1.012371771,1.390136537,4.151132081,5,38,2023-05-26,1,0.995023085,1.663718588,Negative,Mobile Deposit,App Issues,High,21.82821131,360.7107362,290489,15.49519149,2023-05-26,Debit,2022-11-12 00:00:00,0.660975063,5.00702522,17.31050968,0.009441465,45844.62457
2401,57,Other,West Kevin,Low,"Doctor, general practice",Master,Single,2,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,35,1,FALSE,FALSE,0.821621712,5,8,120,703.5467201,84360,2023-02-18,2021-01-11,4.839090645,1.041870236,1.729277988,4,-35,2023-03-23,13,0.552451975,4.785928684,Negative,,Fees,Medium,57.57456018,351.6793266,770292,2.294108728,2023-12-21,Transfer,2023-02-18 00:00:00,0.641134346,0.628456132,15.70037087,0.97950994,49255.96277
2402,71,M,Lake Nicholas,Medium,Airline pilot,Master,Married,2,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,45,9,TRUE,TRUE,0.473378519,8,8,875,263.5209938,230125,2022-11-06,2023-07-18,2.845617359,2.74072797,4.363412129,4,-92,2023-09-24,6,0.9551942,2.507526439,Neutral,Mobile Deposit,Fees,Low,24.20936463,584.2742248,159728,11.36965404,2023-11-05,Debit,2022-11-06 00:00:00,0.857434847,5.183737557,18.59610215,0.992944654,63588.62104
2403,63,F,North Mark,Medium,"Engineer, agricultural",Bachelor,Divorced,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,91,2,TRUE,FALSE,0.829411702,18,1,266,43.86169006,11438,2023-06-21,2022-11-26,1.173906239,4.893612043,1.705394765,10,-24,2021-04-09,11,0.781039296,4.659337058,Positive,Budgeting Tools,Transaction Delays,High,84.98131308,278.7786798,377260,4.133104946,2023-08-11,Transfer,2023-06-21 00:00:00,0.036392374,4.563861696,11.93401713,0.991727061,77212.64195
2404,64,F,Port Kimberly,Low,"Surveyor, building control",Bachelor,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,83,9,TRUE,FALSE,0.954652201,17,3,10,692.1660206,6920,2022-11-17,2022-04-29,2.324595172,3.102958577,4.974571731,5,19,2023-12-19,7,0.648110832,4.831011138,Negative,International Transfers,Transaction Delays,High,78.25580339,781.910438,531447,22.14271942,2022-11-23,Credit,2022-11-17 00:00:00,0.064103266,1.484418703,0.906802466,0.093373944,14373.92184
2405,32,F,Garciachester,High,Solicitor,Master,Widowed,5,Referral,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,28,8,TRUE,FALSE,0.721487596,19,9,582,272.2623717,158304,2023-06-01,2023-12-29,2.492279575,2.56914364,1.431199179,6,-39,2021-05-04,8,0.975065275,1.785982677,Neutral,International Transfers,Fees,Medium,58.46419945,602.4845056,324154,26.30011655,2023-06-23,Transfer,2023-06-01 00:00:00,0.842924467,5.37586684,12.62822203,0.069214352,46679.29019
2406,36,M,Millerton,Medium,Museum education officer,Master,Married,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,7,FALSE,TRUE,0.119714474,18,2,244,745.5718282,181780,2021-10-06,2022-04-24,4.484520444,2.821005297,2.526530854,7,69,2023-11-16,17,0.801794376,3.257025276,Positive,,App Issues,High,42.55914057,701.1760476,653238,27.92586333,2021-12-04,Debit,2021-10-06 00:00:00,0.761978108,6.240465017,13.50228461,0.450994941,20053.49283
2407,43,Other,Beasleyfort,Medium,"Doctor, general practice",PhD,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,78,1,TRUE,TRUE,0.461265319,3,7,325,373.3228684,121225,2022-09-08,2022-12-19,2.36917418,2.193750023,3.809507156,10,43,2023-02-04,6,0.944174303,4.046826945,Negative,Investment Analytics,Transaction Delays,High,84.74232018,518.9102896,501013,29.31836636,2022-10-07,Debit,2022-09-08 00:00:00,0.966455067,3.20104193,10.50299297,0.283856726,26820.14229
2408,69,F,South Christian,Medium,"Buyer, industrial",High School,Single,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,4,TRUE,TRUE,0.85670973,3,0,316,227.1889546,71732,2022-10-19,2022-09-05,4.51711836,4.906963554,3.980548015,10,-64,2021-02-03,5,0.691369821,1.136673424,Positive,International Transfers,Customer Service,High,68.08873289,162.5634178,76789,6.453761486,2023-10-23,Transfer,2022-10-19 00:00:00,0.34813795,2.365145894,1.133368027,0.525243908,31200.08416
2409,39,Other,Chapmanhaven,High,Public relations officer,Master,Widowed,6,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,7,FALSE,FALSE,0.491642005,16,8,861,910.8789539,783510,2022-02-16,2022-08-06,2.77018977,1.532930839,2.225280205,9,-72,2023-06-15,1,0.827124214,2.608770987,Positive,Investment Analytics,Transaction Delays,Medium,68.02969711,61.91843622,806361,15.41901772,2022-03-26,Debit,2022-02-16 00:00:00,0.840257591,0.110200365,18.78814492,0.76914855,33652.41641
2410,38,Other,Wigginsshire,Medium,Manufacturing systems engineer,High School,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,6,FALSE,TRUE,0.810727689,12,3,468,361.6909883,168948,2023-09-09,2021-10-14,1.667758279,3.780676801,3.392417311,4,59,2021-03-07,5,0.676243054,2.657822597,Positive,Budgeting Tools,,High,69.04033947,532.9220455,8217,22.05702398,2023-11-23,Transfer,2023-09-09 00:00:00,0.328032254,5.095841526,2.02170834,0.060475978,44459.81217
2411,68,M,Fieldsmouth,Medium,"Administrator, charities/voluntary organisations",PhD,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,1,TRUE,TRUE,0.775894623,2,7,833,915.3402533,762195,2022-10-06,2023-02-13,2.143503422,2.80588331,1.340207847,6,-19,2023-10-30,14,0.995857534,3.661866851,Negative,Investment Analytics,Fees,High,12.95156882,860.206359,541236,19.34593978,2022-11-01,Credit,2022-10-06 00:00:00,0.766857717,0.494335311,0.145036659,0.055536143,51371.20333
2412,55,M,Dennischester,Medium,Special effects artist,High School,Married,7,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,15,7,TRUE,TRUE,0.159844778,3,7,470,961.6669726,451670,2021-12-30,2023-12-01,4.391358117,1.610236544,1.143141549,7,-10,2022-11-01,16,0.776017865,3.08655081,Negative,Investment Analytics,Fees,High,58.81870525,140.2037941,757235,29.9871145,2023-06-21,Credit,2021-12-30 00:00:00,0.660990218,5.060871041,8.551633241,0.315903515,30190.80921
2413,37,Other,East William,High,"Biochemist, clinical",High School,Widowed,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,2,FALSE,FALSE,0.329488286,6,5,825,412.3773965,339900,2023-03-27,2022-05-23,1.641236427,3.351067415,1.549786205,9,-23,2023-10-05,3,0.852722502,3.926683253,Neutral,Investment Analytics,Fees,Medium,36.2613202,33.0450939,77936,7.636451593,2023-07-25,Debit,2023-03-27 00:00:00,0.608384841,7.672503338,6.1739389,0.298589436,56391.19863
2414,46,F,Dawsonberg,High,Broadcast engineer,PhD,Married,4,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,46,8,FALSE,TRUE,0.763911007,9,9,623,721.1171019,449183,2022-10-16,2021-08-04,3.460201736,3.378959501,2.587539355,1,-92,2022-08-02,4,0.653271939,2.441498485,Negative,International Transfers,Transaction Delays,Low,40.63038602,157.3354994,530744,17.62083691,2022-11-18,Transfer,2022-10-16 00:00:00,0.297583919,8.188961041,15.06565117,0.89598263,31089.97164
2415,68,F,Lake Jasonfort,Medium,Training and development officer,Master,Divorced,2,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,16,2,FALSE,TRUE,0.159177946,12,8,215,402.5891941,86430,2022-08-20,2022-11-03,3.902049723,1.719007879,2.954815255,8,-3,2022-11-15,12,0.885037009,2.629584799,Neutral,Mobile Deposit,Customer Service,Low,55.52373114,963.7854869,119329,8.12626964,2023-05-30,Transfer,2022-08-20 00:00:00,0.221237938,0.23672306,6.380102155,0.447007047,75846.9081
2416,21,M,Lake Ericside,Medium,Naval architect,High School,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,0,4,FALSE,FALSE,0.422789707,3,7,474,659.880376,312366,2023-10-03,2023-11-24,2.248661622,2.843905921,1.396351818,6,-90,2021-05-18,12,0.715839297,2.628199515,Neutral,Budgeting Tools,,High,99.62887584,766.0047712,948423,20.14040521,2023-11-28,Debit,2023-10-03 00:00:00,0.61501833,4.05939929,7.018583223,0.072639197,86850.79911
2417,72,M,Sandraville,High,Fine artist,Master,Married,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,6,TRUE,FALSE,0.137356386,6,2,526,774.1460635,407124,2022-05-12,2022-01-30,4.214690691,4.594581936,2.758696641,5,50,2021-06-04,12,0.950818641,2.311911882,Positive,,Transaction Delays,High,90.61946397,787.542135,620487,8.709653692,2023-10-27,Credit,2022-05-12 00:00:00,0.308406152,7.02198081,19.18788836,0.177312402,74651.55928
2418,45,M,Rodriguezstad,Premium,Architectural technologist,Master,Single,6,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,8,FALSE,TRUE,0.235704087,10,5,804,642.0682278,516168,2022-10-30,2023-01-10,2.251875607,1.456318454,4.642132787,3,52,2021-07-08,18,0.773122107,1.313010406,Neutral,Mobile Deposit,Transaction Delays,Medium,99.56400383,920.1082288,209379,21.73409768,2022-12-27,Credit,2022-10-30 00:00:00,0.786206588,1.445184775,4.20849778,0.306515167,80884.77782
2419,21,M,Billyberg,High,Freight forwarder,Bachelor,Widowed,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,3,FALSE,FALSE,0.285621038,15,1,255,296.6699048,75480,2023-02-10,2023-07-20,2.088235739,4.902114112,3.377095192,3,3,2021-08-19,6,0.691166396,2.830958483,Positive,,,High,80.91850925,453.5707766,578443,19.15186312,2023-02-11,Transfer,2023-02-10 00:00:00,0.898331575,4.749576754,15.05236028,0.756054328,44825.90827
2420,39,M,West Kevinstad,Premium,Land/geomatics surveyor,Master,Divorced,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,19,6,TRUE,FALSE,0.530265222,11,0,318,315.0839707,100170,2022-07-29,2021-07-20,1.300387237,1.032899507,2.231909516,3,-94,2023-12-26,4,0.912191891,4.455346516,Negative,International Transfers,Fees,Medium,13.03744082,725.4216228,780953,5.209946039,2023-06-11,Transfer,2022-07-29 00:00:00,0.427219588,7.332941003,3.69203494,0.765433052,48387.40053
2421,62,M,Kellytown,High,"Engineer, broadcasting (operations)",Master,Single,5,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,18,6,FALSE,FALSE,0.911904616,5,4,256,863.0854195,220928,2023-03-16,2021-10-28,3.341964117,3.491259589,1.752538925,3,60,2021-11-21,19,0.801396095,2.701689037,Positive,International Transfers,,High,15.83159191,221.6244153,637235,6.746369344,2023-12-13,Transfer,2023-03-16 00:00:00,0.601539803,1.422542764,8.318420939,0.622836024,6194.272481
2422,84,M,East Kristen,High,Amenity horticulturist,High School,Single,4,Referral,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,4,1,TRUE,FALSE,0.385557711,4,6,844,568.4096741,479392,2023-01-18,2023-05-22,3.12985391,3.246308325,3.04981564,6,82,2023-11-18,10,0.892573071,1.573761538,Neutral,Investment Analytics,Fees,High,23.64309087,663.9928485,872017,14.44623477,2023-02-09,Transfer,2023-01-18 00:00:00,0.226972857,7.015135997,13.80276814,0.233424455,66838.98371
2423,83,F,Williamsport,Medium,Nature conservation officer,Master,Married,2,Branch,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,14,6,FALSE,TRUE,0.849965648,12,5,527,902.5586999,475354,2021-08-22,2023-04-24,3.649902079,1.045615174,1.959851482,6,-95,2021-06-29,9,0.850660326,2.228613738,Neutral,Mobile Deposit,,High,99.8393431,263.9851161,468519,21.08110365,2022-02-15,Credit,2021-08-22 00:00:00,0.630532547,9.757178748,14.35583777,0.170476755,20333.90921
2424,51,M,Jasonfort,Medium,Transport planner,Master,Married,1,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,24,1,FALSE,FALSE,0.695177681,0,3,817,424.6432591,346408,2022-02-14,2021-06-17,2.872013723,3.481473664,4.770329316,4,-97,2023-08-18,8,0.736943862,4.032976006,Negative,Mobile Deposit,App Issues,Low,51.00886202,802.3239182,28712,4.718683675,2023-08-07,Transfer,2022-02-14 00:00:00,0.32884735,2.308722264,15.78626831,0.695540118,63418.91389
2425,72,M,North Amyland,Low,Event organiser,Bachelor,Married,3,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,9,TRUE,TRUE,0.780453692,14,3,848,270.6345033,228960,2022-01-04,2021-07-08,1.822639722,4.187225816,2.309777345,9,-20,2022-01-26,0,0.828592882,2.017932458,Positive,Mobile Deposit,Fees,Low,77.86122924,863.0805026,569369,8.566796369,2023-10-25,Debit,2022-01-04 00:00:00,0.499350665,3.305565629,2.295964188,0.44459561,27435.47702
2426,18,F,South Timothyport,High,"Journalist, broadcasting",Bachelor,Single,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,4,TRUE,TRUE,0.762206264,18,8,911,612.1275929,557532,2021-02-25,2021-05-08,1.414363242,1.233830663,1.180410419,9,-84,2021-05-30,14,0.879003741,1.236254957,Neutral,Budgeting Tools,App Issues,High,76.4957901,637.5459861,420253,3.718674836,2022-06-12,Debit,2021-02-25 00:00:00,0.794040522,0.088842991,6.396355907,0.519088773,45257.83548
2427,55,F,Mcculloughfurt,Premium,Sports administrator,High School,Widowed,7,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,62,5,TRUE,FALSE,0.302118019,7,2,968,891.1114978,862488,2023-08-04,2023-05-21,2.996970873,3.007011231,4.134346098,5,-73,2023-06-02,12,0.848917427,1.217676025,Neutral,Investment Analytics,Customer Service,Low,97.17071404,694.4284959,55926,2.704248744,2023-10-28,Credit,2023-08-04 00:00:00,0.51645618,3.843618804,9.569057796,0.105338848,96391.5336
2428,23,Other,Davenportberg,High,Retail manager,High School,Married,1,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,1,TRUE,TRUE,0.236250474,10,1,172,506.3417983,87032,2022-03-06,2021-09-24,3.149079199,3.920308688,4.165655553,7,0,2022-07-22,4,0.661062648,3.427697143,Negative,Investment Analytics,,Medium,10.13402763,455.7743299,304128,12.90410696,2022-12-16,Credit,2022-03-06 00:00:00,0.29749832,4.816053415,4.168633045,0.13172348,91386.51939
2429,42,M,New Dana,Medium,Dance movement psychotherapist,Bachelor,Widowed,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,1,FALSE,FALSE,0.977583237,0,5,846,285.0401091,241110,2023-06-17,2023-09-03,4.729018991,4.172022626,4.560679986,5,29,2023-08-12,13,0.697465747,4.591394461,Negative,Investment Analytics,,Low,9.824812205,83.60356835,42629,6.702622195,2023-07-03,Credit,2023-06-17 00:00:00,0.648950097,2.994824547,14.58757873,0.806920043,5704.267832
2430,34,M,Contrerasberg,Low,"Geologist, engineering",Bachelor,Married,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,81,9,TRUE,TRUE,0.737827442,0,0,642,229.3136415,147018,2022-08-20,2022-03-16,2.978505755,4.291211177,4.276810559,4,-6,2023-07-14,3,0.975809314,2.040358108,Positive,Mobile Deposit,Fees,Low,76.32247645,549.8643724,472552,8.735003449,2023-02-07,Debit,2022-08-20 00:00:00,0.697799964,6.742814575,18.39458988,0.782918469,93854.56007
2431,78,M,Christopherchester,Medium,Estate manager/land agent,PhD,Single,2,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,63,6,TRUE,FALSE,0.365778278,11,1,375,454.7040124,170250,2021-05-22,2023-07-03,4.730864459,1.326318104,2.188242542,3,-64,2021-11-08,8,0.654921309,4.951768283,Negative,Budgeting Tools,,Medium,2.43275728,752.8171161,898929,18.86414997,2022-11-29,Credit,2021-05-22 00:00:00,0.799168666,1.238831766,14.38079545,0.892968098,64711.84093
2432,29,M,Hallfurt,Medium,Lawyer,Master,Widowed,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,6,TRUE,FALSE,0.554382324,15,3,460,855.7887907,393300,2023-04-18,2021-06-09,3.541351611,3.654023796,4.0479322,9,36,2022-11-08,7,0.906170349,1.880941961,Neutral,Budgeting Tools,Transaction Delays,High,87.50854414,159.0271177,543708,20.32145927,2023-07-19,Debit,2023-04-18 00:00:00,0.672281914,6.635187943,8.253748458,0.77839826,62442.60742
2433,23,Other,Ambermouth,High,Event organiser,High School,Widowed,4,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,79,5,FALSE,TRUE,0.775871921,7,8,575,292.8158715,167900,2023-10-20,2023-01-27,1.601055722,3.882579894,4.43308627,2,-43,2021-05-30,7,0.592854529,2.384343822,Negative,,Transaction Delays,Medium,51.57163121,888.2801489,301027,1.019171952,2023-10-26,Transfer,2023-10-20 00:00:00,0.987156655,8.368252379,9.020136386,0.825655031,10560.3685
2434,44,F,Debbieburgh,Premium,Industrial/product designer,High School,Single,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,78,6,TRUE,FALSE,0.055768208,13,3,280,558.1883663,156240,2021-10-13,2023-12-14,1.34413652,2.099015167,4.381969201,8,10,2022-01-08,8,0.695975926,2.870351911,Positive,Mobile Deposit,App Issues,Medium,26.54158763,422.2089494,863410,10.24380947,2023-07-11,Transfer,2021-10-13 00:00:00,0.01545514,4.550587031,16.88771118,0.380985103,85160.58521
2435,25,F,New Crystalport,Low,"Administrator, charities/voluntary organisations",Master,Widowed,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,68,8,FALSE,FALSE,0.099032516,6,9,768,181.3204344,139008,2022-09-13,2023-04-05,4.846321842,4.900785591,2.818553706,4,-19,2022-11-27,2,0.669139967,1.430139533,Negative,Mobile Deposit,Customer Service,Medium,91.19960092,291.9753998,768668,10.76352652,2023-09-26,Transfer,2022-09-13 00:00:00,0.645093915,2.145202998,8.24171607,0.695654232,58520.97837
2436,82,M,Lake Anitaborough,Low,Animal technologist,Master,Single,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,76,7,TRUE,TRUE,0.025079474,17,2,514,745.6298279,382930,2022-05-11,2023-11-29,1.815149666,3.873258906,3.810501143,8,-19,2023-07-19,8,0.807840383,2.172672715,Neutral,Mobile Deposit,Customer Service,Low,74.24396214,726.6183583,22739,26.31659048,2023-01-01,Credit,2022-05-11 00:00:00,0.090221011,8.754483018,12.03096736,0.225806328,2421.944765
2437,74,M,New Aimeefort,High,Civil Service administrator,High School,Single,7,Online,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,91,7,TRUE,FALSE,0.164066945,12,0,594,464.5680801,275616,2022-06-02,2023-03-20,2.390897055,4.668278902,4.718429196,2,38,2023-12-17,1,0.964187931,3.405792691,Positive,Mobile Deposit,Transaction Delays,High,29.86651919,16.14706272,647789,13.51304982,2022-07-22,Transfer,2022-06-02 00:00:00,0.880672404,6.211539877,7.975863572,0.359106134,74781.89213
2438,57,M,North Dominiqueside,Medium,"Scientist, biomedical",Bachelor,Divorced,1,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,73,9,FALSE,FALSE,0.119354414,12,7,900,246.2045308,221400,2021-11-12,2022-06-25,1.141626511,3.77628873,3.502253233,7,73,2023-06-05,14,0.861433521,1.048457827,Negative,Investment Analytics,Customer Service,Low,74.31412757,805.0373612,542018,10.29084008,2022-08-07,Transfer,2021-11-12 00:00:00,0.065574335,4.601049533,12.08316972,0.075219989,95087.07486
2439,31,Other,North Joshua,High,Broadcast presenter,Bachelor,Married,2,Online,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,79,9,FALSE,FALSE,0.463052978,8,3,604,757.4102885,457228,2023-05-17,2023-10-19,2.099427709,1.52027934,2.286427974,3,-41,2021-02-13,9,0.574888278,2.93383526,Positive,,App Issues,Low,31.04546297,107.1049512,399294,5.290680333,2023-11-13,Debit,2023-05-17 00:00:00,0.999208864,6.990111246,16.23421473,0.151668514,69667.36324
2440,52,Other,East Maria,Medium,Occupational hygienist,Master,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,1,9,FALSE,TRUE,0.287199478,17,1,729,730.7618782,532170,2023-02-12,2023-05-18,4.825695598,2.036446413,1.323042292,5,-88,2023-04-03,12,0.861281515,3.63766932,Neutral,Investment Analytics,Customer Service,Medium,54.32680717,46.38922261,447756,25.29455361,2023-06-04,Transfer,2023-02-12 00:00:00,0.79344784,7.631693283,18.75216073,0.935935923,31752.12118
2441,65,F,Millerside,Medium,Prison officer,High School,Single,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,1,TRUE,TRUE,0.045589552,2,6,361,43.22490445,15523,2021-06-01,2023-06-21,1.365196366,2.693222077,1.447411108,4,-67,2022-08-25,0,0.509519353,2.193166816,Negative,Investment Analytics,App Issues,Low,75.19917862,996.5844535,48763,26.31933767,2023-03-11,Debit,2021-06-01 00:00:00,0.991844328,4.93762206,19.67727711,0.403777971,73377.58305
2442,73,M,Richardton,Medium,Public relations account executive,Master,Single,6,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,24,6,TRUE,FALSE,0.449443819,2,0,424,447.2518418,189528,2023-07-09,2023-09-30,4.594588328,2.714662717,2.921607743,2,-7,2021-01-14,7,0.83179651,4.484472454,Positive,Mobile Deposit,,Low,42.99380346,64.04401173,152120,29.23092741,2023-10-30,Credit,2023-07-09 00:00:00,0.84726653,9.801647485,1.411697753,0.817474007,60122.77661
2443,66,M,Atkinstown,Low,Risk analyst,Bachelor,Widowed,7,Branch,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,60,5,TRUE,FALSE,0.578576759,13,2,519,597.0962943,309843,2023-09-09,2023-05-04,1.262052781,3.582427867,3.419584373,8,-82,2023-03-10,13,0.939235548,2.109024545,Positive,Budgeting Tools,,High,81.50480278,632.10364,815412,26.57991182,2023-11-01,Credit,2023-09-09 00:00:00,0.238376936,2.802808147,8.731443964,0.477279833,30818.34533
2444,30,M,Samuelchester,Medium,Historic buildings inspector/conservation officer,PhD,Single,5,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,4,8,FALSE,FALSE,0.370230267,8,9,493,263.4129101,129659,2023-04-01,2021-11-30,3.603729745,3.316916303,1.716477928,8,-37,2021-02-08,15,0.682452859,4.648107095,Positive,Mobile Deposit,Transaction Delays,High,16.67192205,919.0552694,582282,23.10615031,2023-11-04,Credit,2023-04-01 00:00:00,0.184963499,3.534367676,8.044617528,0.078019589,40161.39533
2445,78,M,Port Allisonfurt,Low,"Scientist, audiological",PhD,Single,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,8,FALSE,TRUE,0.260349026,15,4,504,65.72889215,32760,2023-12-31,2021-10-23,2.981482331,1.343087074,1.750518282,10,54,2021-01-18,0,0.858802933,4.332964033,Negative,Mobile Deposit,Fees,High,52.36695705,693.0204719,895167,14.82558581,2023-12-31,Credit,2023-12-31 00:00:00,0.234516957,3.490605595,18.6431539,0.781197236,40124.32469
2446,66,Other,Christopherville,Medium,Broadcast engineer,Bachelor,Single,2,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,80,8,TRUE,TRUE,0.39045559,4,6,460,291.1366536,133860,2023-11-04,2023-11-02,3.92254123,4.362203676,1.464629157,7,27,2022-04-07,7,0.816064839,1.933889287,Neutral,Budgeting Tools,Transaction Delays,Medium,3.9653602,204.5519512,482999,21.70047191,2023-11-19,Debit,2023-11-04 00:00:00,0.236363486,2.651728927,0.827660482,0.684624921,73613.97184
2447,63,F,West Douglas,Medium,"Physicist, medical",Master,Married,5,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,65,5,FALSE,FALSE,0.51989821,12,2,573,868.4581832,497364,2023-05-07,2021-09-18,4.110840149,4.413402724,2.273483028,6,11,2022-10-23,0,0.5462018,1.251916099,Negative,,,Medium,98.05186612,213.8416661,62660,18.02970146,2023-11-20,Transfer,2023-05-07 00:00:00,0.51733568,8.912259425,7.509010286,0.305659111,23875.92559
2448,79,F,Kaylaberg,Low,Location manager,PhD,Divorced,5,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,14,1,FALSE,TRUE,0.436027748,7,3,428,345.9363901,147660,2021-03-17,2023-09-20,3.711244667,4.404914369,3.316253964,8,57,2023-05-25,0,0.654968052,1.12643519,Negative,International Transfers,Fees,High,18.46224703,543.5198013,970200,22.52518116,2022-05-18,Debit,2021-03-17 00:00:00,0.538059324,3.945428704,17.81164279,0.095831647,72243.80411
2449,25,Other,Stephanieburgh,Low,Drilling engineer,Bachelor,Divorced,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,4,TRUE,TRUE,0.093275514,18,4,503,788.8220014,396364,2023-01-07,2023-07-27,1.78557041,1.879427538,3.7426998,7,10,2021-11-05,0,0.840850487,4.103840478,Negative,,App Issues,Medium,17.1826574,70.40977905,190576,21.18191372,2023-07-27,Transfer,2023-01-07 00:00:00,0.850125858,0.945045079,17.48581695,0.993472827,7306.284297
2450,60,M,New Susanburgh,Medium,Health promotion specialist,High School,Married,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,37,7,TRUE,TRUE,0.45683825,8,9,109,705.1997082,76845,2021-06-24,2021-09-22,3.537944769,2.275565548,4.643026815,9,46,2022-06-15,3,0.514426213,3.247872197,Positive,,Customer Service,Medium,44.76807834,559.2458483,468258,13.67918846,2021-12-15,Debit,2021-06-24 00:00:00,0.289819118,6.106777603,18.49212711,0.887713056,58245.35105
2451,37,F,Lake Brianfurt,High,Forest/woodland manager,Master,Married,1,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,92,2,TRUE,FALSE,0.720333244,8,1,467,959.0149408,447853,2021-08-12,2023-11-18,3.471709609,3.943614136,3.386621992,8,-42,2022-04-02,4,0.774445349,1.710392805,Neutral,Mobile Deposit,,Medium,7.565821876,453.706114,831049,14.18860104,2023-02-09,Transfer,2021-08-12 00:00:00,0.24178661,5.243037153,5.889177807,0.56007031,16998.56806
2452,56,F,West Douglasmouth,Premium,Forest/woodland manager,Master,Married,3,Online,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,22,7,TRUE,TRUE,0.819997046,9,8,452,873.3055372,394596,2022-05-24,2023-12-20,4.401698049,2.622225514,1.924452693,6,23,2022-10-31,11,0.772715774,1.656353876,Neutral,,Fees,Low,87.33529596,396.2624251,35166,19.58533044,2022-06-18,Debit,2022-05-24 00:00:00,0.317622213,7.749785494,3.686701539,0.941647736,80053.34305
2453,66,Other,Nicholasville,Low,Media buyer,PhD,Divorced,6,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,81,5,TRUE,TRUE,0.439538392,8,6,130,942.1700293,122460,2022-12-29,2021-08-30,1.456782453,2.78984543,3.909496119,6,54,2023-12-27,5,0.890706674,2.511276264,Neutral,Budgeting Tools,Fees,Medium,20.13699881,473.9108457,778729,25.96797792,2023-09-17,Transfer,2022-12-29 00:00:00,0.052579649,8.861512449,12.25825641,0.847769295,24890.37664
2454,81,M,East Johnshire,Low,Games developer,Master,Divorced,7,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,13,6,TRUE,FALSE,0.993793141,11,1,472,33.06199628,15576,2021-12-07,2022-03-12,3.413343553,3.387384397,4.572716325,10,61,2023-07-27,6,0.988505107,1.346530771,Neutral,,Customer Service,High,63.47908293,483.6756535,547263,13.59552562,2022-03-01,Credit,2021-12-07 00:00:00,0.071692083,7.972545195,10.55423333,0.418222882,91036.93112
2455,79,F,South William,Low,Garment/textile technologist,PhD,Single,1,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,31,6,TRUE,FALSE,0.842858281,11,5,45,304.3208067,13680,2021-04-01,2023-07-22,1.823500032,1.132823975,1.839170681,2,-64,2022-02-15,0,0.524672335,3.76500903,Negative,Mobile Deposit,App Issues,High,79.05605652,530.5299845,792075,11.26725022,2021-08-22,Transfer,2021-04-01 00:00:00,0.307089324,0.217680416,13.50998953,0.024204843,36725.09867
2456,71,M,Averyview,Medium,Physiotherapist,PhD,Divorced,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,5,TRUE,FALSE,0.215385021,10,6,395,874.0238484,345230,2023-03-30,2023-08-28,3.654254878,1.122596966,4.094083975,8,-85,2022-12-28,12,0.546080177,4.796495988,Positive,Budgeting Tools,Customer Service,Low,50.40330706,740.1410771,504462,25.57438981,2023-06-08,Debit,2023-03-30 00:00:00,0.745781081,8.515967382,3.696271745,0.507343254,37862.74042
2457,26,F,West Stevenchester,High,Astronomer,Bachelor,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,69,7,TRUE,FALSE,0.456770113,19,9,472,378.9853691,178416,2022-11-11,2021-03-08,3.073170407,1.240040915,4.227607561,6,-1,2021-11-09,14,0.653835364,2.656210848,Negative,International Transfers,Transaction Delays,High,4.581775823,647.3601995,434392,8.700391981,2023-10-22,Transfer,2022-11-11 00:00:00,0.572013562,6.464371677,19.37450351,0.408733001,83512.22666
2458,54,Other,South Anthonybury,High,Ship broker,PhD,Divorced,2,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,91,4,TRUE,FALSE,0.29546398,17,3,251,62.21543595,15562,2023-06-01,2021-11-18,1.759764759,1.891102716,2.225525217,2,87,2022-01-22,11,0.787285567,4.477865029,Neutral,Mobile Deposit,Customer Service,Medium,32.3554464,255.1616356,805675,27.47008087,2023-11-10,Transfer,2023-06-01 00:00:00,0.221795896,7.70760658,4.879005111,0.086696539,75565.07581
2459,66,M,West Angelashire,High,"Engineer, materials",High School,Married,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,1,FALSE,TRUE,0.550239902,6,3,935,929.3311695,868615,2021-08-05,2023-01-27,1.492760884,4.925596308,3.000613412,2,80,2021-10-31,16,0.509574142,2.308437219,Positive,Budgeting Tools,Fees,Medium,61.26151293,650.8714957,36504,16.19962184,2022-10-18,Debit,2021-08-05 00:00:00,0.767601247,1.195774649,8.820911697,0.552334622,40990.72544
2460,58,Other,East Kathrynberg,Medium,Social researcher,Master,Divorced,6,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,98,9,TRUE,TRUE,0.224118909,0,7,201,457.4770046,91857,2021-01-22,2021-09-01,3.794226213,1.392810431,2.660796886,2,-34,2022-02-27,12,0.645591351,1.987479868,Positive,International Transfers,Fees,Low,37.66342258,17.0317086,105069,10.87695775,2023-12-22,Debit,2021-01-22 00:00:00,0.414351045,5.753967969,14.77376441,0.492986262,95728.43636
2461,34,F,Ashleymouth,Medium,Medical illustrator,PhD,Single,4,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,57,7,TRUE,TRUE,0.035229301,6,1,123,61.29098317,7503,2021-07-21,2023-04-17,4.271757007,4.535755947,2.001752166,2,-61,2022-09-24,8,0.559985872,2.337362622,Neutral,Mobile Deposit,App Issues,Low,65.10242374,494.2096516,885114,12.0248161,2021-09-27,Debit,2021-07-21 00:00:00,0.84059765,6.73188744,19.0603143,0.432385391,91067.05051
2462,38,Other,Port Cynthiaborough,Premium,Brewing technologist,Master,Divorced,5,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,3,9,TRUE,FALSE,0.904381815,0,1,519,290.970617,150510,2022-06-14,2021-08-14,2.480175404,1.479764843,3.061826808,3,-99,2022-01-07,12,0.813634495,1.83534175,Positive,Budgeting Tools,Fees,Medium,51.72846359,87.03455183,574019,16.35390748,2023-06-06,Credit,2022-06-14 00:00:00,0.899967802,8.647205649,10.26131604,0.762778176,33967.30413
2463,68,Other,West Amber,Medium,Public relations officer,PhD,Married,5,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,61,9,FALSE,TRUE,0.519760741,13,1,29,857.2168672,24853,2022-03-31,2021-09-05,3.488409583,3.947207321,4.498057682,6,-64,2021-07-26,16,0.856597686,1.946426274,Negative,,,High,48.38162577,806.9970133,757373,9.646806773,2023-11-06,Transfer,2022-03-31 00:00:00,0.803607876,3.745252425,3.798303941,0.303426024,99070.81158
2464,76,Other,Port John,Medium,Toxicologist,Bachelor,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,59,7,FALSE,FALSE,0.914962178,12,1,483,791.7681553,382053,2023-11-12,2023-01-27,4.223378578,3.546540284,1.284779814,5,-89,2021-02-23,18,0.510991295,3.757957581,Negative,,,Low,25.15166288,120.6329227,833572,23.26003577,2023-12-01,Transfer,2023-11-12 00:00:00,0.978023236,9.040006992,12.44000869,0.846221992,13969.81555
2465,56,F,Aliside,Premium,Water quality scientist,High School,Married,3,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,94,2,TRUE,FALSE,0.118151563,12,6,832,997.2740008,829504,2023-11-29,2022-08-17,3.894345216,3.91234627,4.645777422,3,45,2023-12-29,5,0.967689481,4.459021861,Negative,,Fees,High,95.10203547,906.7312822,700434,29.43994282,2023-12-28,Debit,2023-11-29 00:00:00,0.368396902,8.39477001,2.487579706,0.181971111,82671.53947
2466,72,M,Williamsmouth,High,"Engineer, water",Master,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,74,2,TRUE,TRUE,0.151482574,16,3,664,445.632205,295480,2022-03-29,2021-03-24,3.917704016,1.346660264,1.221154055,7,27,2021-03-22,17,0.868386947,2.524185741,Positive,Mobile Deposit,Fees,Low,56.73208256,459.2922346,116697,24.63477742,2022-12-16,Debit,2022-03-29 00:00:00,0.004067359,0.760435534,8.963382512,0.227471669,49307.77566
2467,58,Other,Deniseburgh,High,"Production designer, theatre/television/film",Bachelor,Single,5,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,58,4,TRUE,FALSE,0.226484061,7,4,323,309.4982564,99807,2023-07-02,2023-12-07,3.231064842,4.007284726,2.784539361,4,100,2021-09-18,9,0.664842343,3.365152626,Neutral,,Customer Service,Medium,22.79054321,185.2195787,647254,3.659217474,2023-10-27,Debit,2023-07-02 00:00:00,0.045963989,6.287549475,3.219323824,0.286574099,41526.614
2468,56,M,North Sarahfort,Medium,Sub,Master,Single,3,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,74,9,FALSE,TRUE,0.457118953,16,7,257,141.8165924,36237,2023-02-06,2021-11-10,1.547146713,2.306922994,1.106475301,2,58,2022-12-15,9,0.861135756,1.638896282,Neutral,Budgeting Tools,Customer Service,Low,37.3092767,558.1889002,174853,9.873390672,2023-02-07,Credit,2023-02-06 00:00:00,0.921401316,8.400230723,4.799616984,0.438257521,76130.09783
2469,30,F,Carlafurt,Medium,Clinical biochemist,Bachelor,Divorced,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,28,7,FALSE,TRUE,0.880002094,12,6,609,305.0802313,185745,2023-03-13,2021-08-30,4.787089289,2.007254826,3.891538977,10,76,2021-05-22,14,0.727839207,4.026107884,Positive,,Customer Service,Medium,12.46458672,651.1708446,576103,15.43098303,2023-09-06,Credit,2023-03-13 00:00:00,0.685767567,1.775974625,17.5938091,0.834957479,62519.85204
2470,81,M,Meganborough,Low,"Administrator, local government",High School,Single,4,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,18,9,TRUE,TRUE,0.65041191,16,7,372,207.6372045,77004,2023-08-07,2023-01-31,2.227961887,3.498233126,1.451732441,1,16,2022-11-02,8,0.839091799,1.355163684,Negative,Investment Analytics,Transaction Delays,High,79.54166837,665.3958417,631263,26.49021481,2023-10-02,Credit,2023-08-07 00:00:00,0.163045696,5.720878708,13.37020791,0.666954495,52184.71138
2471,28,Other,Brandonside,High,IT sales professional,PhD,Single,2,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,16,4,TRUE,TRUE,0.055004756,14,4,430,671.3412756,288530,2023-10-22,2022-09-17,1.457579839,1.40284122,4.340988937,4,75,2022-10-08,4,0.710973265,1.714075512,Neutral,Investment Analytics,Fees,Low,59.82685945,826.659866,644609,13.90467861,2023-10-31,Debit,2023-10-22 00:00:00,0.682226329,4.696908674,14.54041925,0.446767655,13679.39385
2472,36,Other,West Christopherville,Low,Financial adviser,Bachelor,Married,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,9,TRUE,TRUE,0.407195475,1,7,738,768.519685,566784,2021-11-05,2023-02-06,4.454813025,1.965228276,4.593068898,8,88,2022-04-17,15,0.720956716,2.67025804,Neutral,,App Issues,Low,78.22691129,599.2499509,675907,9.63795187,2022-02-03,Credit,2021-11-05 00:00:00,0.924108305,9.679366874,3.463889315,0.584860403,94458.22142
2473,28,Other,Lake Angela,High,"Therapist, occupational",Master,Married,3,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,7,FALSE,TRUE,0.723254576,12,0,299,805.5836752,240695,2022-12-08,2022-09-14,4.530350048,3.211149853,2.612772395,2,57,2022-03-04,18,0.594426066,1.470941529,Neutral,,,High,68.712267,213.6614157,327191,23.27016084,2022-12-26,Credit,2022-12-08 00:00:00,0.607870513,0.351238774,18.86413522,0.3597774,42444.95087
2474,63,Other,Natalieborough,High,Community pharmacist,Master,Divorced,6,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,3,8,FALSE,TRUE,0.322386357,19,4,906,754.6478417,683124,2021-02-20,2022-08-26,4.504771752,4.118851837,4.943710941,3,15,2022-02-18,4,0.933567501,4.584610953,Neutral,Investment Analytics,App Issues,High,96.28089227,445.9458202,698915,22.17719699,2023-02-04,Transfer,2021-02-20 00:00:00,0.770637981,6.989182997,1.297732374,0.257471392,70193.63926
2475,62,Other,Nicolemouth,Medium,Data processing manager,Bachelor,Divorced,5,Branch,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,58,1,FALSE,TRUE,0.492561589,7,9,591,495.4370375,292545,2023-09-16,2023-09-23,3.06590946,4.475648182,2.589493868,6,-50,2022-09-13,5,0.95652791,2.969791368,Positive,International Transfers,Transaction Delays,Low,74.68464294,796.6407612,61949,4.226176946,2023-12-12,Transfer,2023-09-16 00:00:00,0.899157996,3.363211543,18.92859453,0.714497037,65747.31671
2476,18,Other,Tiffanymouth,Low,Software engineer,High School,Divorced,1,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,11,9,TRUE,TRUE,0.711430705,2,1,587,398.5385252,233626,2021-08-03,2021-02-27,2.236555046,2.705845752,2.829512046,3,-20,2021-12-01,8,0.699542328,2.141321898,Neutral,Mobile Deposit,,Low,67.76402052,441.5547036,681804,4.924471022,2023-02-15,Credit,2021-08-03 00:00:00,0.594046702,0.300461941,5.026049131,0.175196377,29376.89518
2477,57,F,Johnmouth,Low,"Programmer, multimedia",High School,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,46,8,FALSE,TRUE,0.96498511,6,4,510,109.1510743,55590,2022-08-29,2021-10-20,4.247005495,4.904089455,2.677825253,9,87,2023-05-19,5,0.693548537,1.555303923,Positive,International Transfers,Customer Service,High,61.02774279,104.5436912,16625,15.23546594,2023-12-26,Debit,2022-08-29 00:00:00,0.91428292,7.048535448,1.271796989,0.069964885,23669.29059
2478,36,F,Jasonmouth,High,Retail buyer,PhD,Married,5,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,6,1,TRUE,FALSE,0.333213464,16,1,896,582.8612554,521472,2023-05-02,2021-10-19,4.710298951,4.094638219,3.178595936,10,-86,2022-07-10,14,0.579082437,1.678309595,Negative,Investment Analytics,Transaction Delays,Low,8.271907063,846.992606,640857,25.7403904,2023-06-25,Credit,2023-05-02 00:00:00,0.827429825,0.64959437,9.360260147,0.822813156,84868.29572
2479,78,F,Lake Dennistown,High,Science writer,PhD,Divorced,7,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,84,8,FALSE,FALSE,0.74437746,5,5,929,458.301711,425482,2021-06-25,2023-05-14,1.041043541,2.609913876,4.678536827,3,98,2022-04-23,17,0.662115146,3.920757089,Neutral,,Transaction Delays,High,7.322453676,971.6744318,983909,8.385010154,2023-05-16,Debit,2021-06-25 00:00:00,0.201850883,4.806608319,9.950229558,0.686400051,11304.67777
2480,29,M,Smithtown,High,Freight forwarder,Master,Divorced,1,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,96,5,TRUE,TRUE,0.747403222,5,8,445,250.8226901,111250,2021-08-26,2021-04-10,4.622879241,2.565998535,1.431494365,3,-59,2022-03-21,4,0.901036089,4.525881597,Negative,Investment Analytics,Fees,Low,77.27802641,854.8546913,937501,19.01447567,2023-11-02,Transfer,2021-08-26 00:00:00,0.251176724,1.837621385,15.90581013,0.389551157,26740.1245
2481,78,M,South Angela,Medium,Solicitor,Master,Single,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,3,TRUE,FALSE,0.542702244,10,1,992,804.5381366,797568,2021-10-18,2022-09-17,1.945112475,2.759294932,2.577820287,7,-21,2022-12-29,8,0.708207801,3.577807858,Negative,Mobile Deposit,Transaction Delays,Low,72.36998714,15.97577238,87184,12.85118472,2023-11-16,Debit,2021-10-18 00:00:00,0.934673932,6.118232398,12.86124645,0.459104654,39292.87252
2482,50,F,Farmerside,Medium,Nature conservation officer,PhD,Divorced,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,8,TRUE,TRUE,0.813364552,5,9,38,713.9660647,27094,2022-12-15,2022-08-04,4.17894667,3.988783321,2.426769004,3,81,2021-02-25,9,0.893040576,2.427769706,Positive,Investment Analytics,Fees,Low,24.46134372,997.0859229,446613,0.707704092,2023-04-19,Credit,2022-12-15 00:00:00,0.624435509,4.7769824,7.514633267,0.210692574,93067.76624
2483,62,M,Port Nancyland,High,Writer,PhD,Widowed,2,Online,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,53,3,TRUE,TRUE,0.536116354,1,1,660,572.4786258,377520,2022-10-01,2022-03-18,4.241437732,2.279219665,1.399637095,4,-36,2021-10-09,10,0.927173912,2.04381897,Positive,Investment Analytics,Transaction Delays,Low,98.69938849,458.9159619,544103,14.1052909,2022-10-05,Credit,2022-10-01 00:00:00,0.228725507,8.956337076,12.24013356,0.946440255,41467.25668
2484,25,M,Port Lisamouth,Medium,Tax inspector,PhD,Single,3,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,57,8,FALSE,TRUE,0.624999043,2,9,352,208.5108193,73216,2022-12-04,2022-01-10,3.247162425,1.408998217,4.10340332,10,-85,2023-06-20,15,0.671493418,2.948610218,Negative,,Fees,High,15.41873864,347.2319843,894188,19.07059956,2023-10-13,Debit,2022-12-04 00:00:00,0.082207097,1.588302983,12.07320552,0.956512534,24217.05378
2485,42,Other,West Teresafurt,High,TEFL teacher,Bachelor,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,62,5,TRUE,FALSE,0.837222078,1,2,456,574.3224961,261744,2023-07-22,2023-09-29,2.750397818,3.251346193,1.554037107,4,-1,2021-09-10,12,0.994217725,2.20519657,Positive,,Transaction Delays,High,45.49201933,164.0928444,164845,25.98280089,2023-11-09,Debit,2023-07-22 00:00:00,0.969056735,4.853084057,18.69640984,0.896954233,45973.30485
2486,63,Other,Paultown,High,"Physicist, medical",PhD,Widowed,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,14,8,FALSE,FALSE,0.476265572,2,9,755,212.0544654,160060,2022-02-28,2021-01-05,1.898551848,3.467433747,1.187141699,7,69,2023-02-08,16,0.797338975,2.982221402,Negative,Budgeting Tools,Transaction Delays,High,99.70196188,649.0751792,94023,8.633689547,2023-07-22,Credit,2022-02-28 00:00:00,0.394228633,3.092612936,0.709664931,0.88201763,29736.92672
2487,47,M,South Mitchellborough,Medium,Theatre director,Bachelor,Divorced,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,36,3,FALSE,FALSE,0.477955431,0,4,821,734.9615654,602614,2023-12-04,2021-09-08,1.960218806,4.761313021,4.894399502,9,-36,2021-02-22,7,0.668027005,1.044872385,Positive,Mobile Deposit,App Issues,Low,91.01221277,349.5177816,43743,17.71531885,2023-12-10,Transfer,2023-12-04 00:00:00,0.567079541,8.833952381,13.06498007,0.825664617,31728.01534
2488,64,M,Smithtown,Low,"Secretary, company",Bachelor,Single,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,6,FALSE,TRUE,0.591039027,6,9,567,180.6802299,102060,2023-09-17,2022-12-16,2.99025791,1.538398276,3.789117942,6,14,2023-06-29,10,0.557606558,4.529797837,Positive,Investment Analytics,Transaction Delays,High,20.94973503,891.2164116,921268,27.78929022,2023-12-03,Credit,2023-09-17 00:00:00,0.878065311,8.356762944,15.1227647,0.293366505,44544.63053
2489,66,F,Erinstad,Medium,"Scientist, audiological",PhD,Divorced,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,6,FALSE,TRUE,0.804194606,15,8,17,742.1477906,12614,2022-12-15,2021-05-19,1.570354695,3.133672431,3.918911627,10,-57,2022-03-04,3,0.659872731,3.353527869,Neutral,Investment Analytics,Transaction Delays,Low,11.08106084,457.0989928,267678,18.05821938,2023-08-01,Transfer,2022-12-15 00:00:00,0.113972227,2.873190927,11.65339553,0.556436808,7835.920689
2490,64,M,North Lisa,Low,"Designer, fashion/clothing",High School,Single,2,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,96,4,TRUE,FALSE,0.127186133,15,2,942,545.3526154,513390,2023-09-03,2021-04-02,3.706757794,1.86528979,3.300170885,8,-100,2023-02-19,3,0.574290716,2.959523048,Negative,Mobile Deposit,Transaction Delays,High,11.17122945,297.565002,821465,27.22028106,2023-11-21,Credit,2023-09-03 00:00:00,0.42785654,9.583031824,17.41953671,0.583037983,12608.20814
2491,35,Other,Lindseybury,High,Tour manager,High School,Divorced,3,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,79,5,TRUE,FALSE,0.771216991,16,8,612,976.8688972,597312,2021-07-19,2023-05-06,1.126904094,4.024976226,1.685367884,7,-51,2021-04-11,15,0.883244472,2.92038034,Negative,International Transfers,Fees,High,27.00910895,111.3297764,633550,17.78527273,2022-12-16,Credit,2021-07-19 00:00:00,0.1453911,8.109111551,19.22898701,0.941110827,99825.26327
2492,83,M,South Tammy,High,"Biochemist, clinical",Master,Widowed,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,7,FALSE,TRUE,0.294759108,0,8,386,472.2360049,182192,2023-06-17,2023-09-13,1.107257253,2.415261549,3.136066064,4,22,2023-07-05,12,0.630909053,4.059979999,Positive,International Transfers,App Issues,Low,50.22867022,583.9749746,113526,18.30597562,2023-08-30,Transfer,2023-06-17 00:00:00,0.970806862,8.24029566,4.952291013,0.24858473,86220.03885
2493,50,F,West Trevorborough,High,Information officer,PhD,Married,1,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,14,1,TRUE,TRUE,0.071033245,17,8,496,247.3174953,122512,2023-07-16,2022-09-27,3.040678924,3.55178274,4.1069099,5,88,2023-06-18,16,0.672491895,3.186672372,Neutral,Investment Analytics,App Issues,Medium,85.71797038,678.6755395,382585,21.54501497,2023-08-20,Debit,2023-07-16 00:00:00,0.991921966,3.028111972,17.40144057,0.547027667,54019.93053
2494,53,Other,East Traceyfurt,High,International aid/development worker,Master,Widowed,6,Branch,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,1,8,TRUE,TRUE,0.79217558,6,3,500,841.2593372,420500,2022-10-16,2023-07-16,2.063771242,1.689615255,3.833941344,5,0,2023-03-29,5,0.659371901,3.56429097,Positive,Budgeting Tools,App Issues,Medium,4.066487585,29.87572128,492110,22.50158791,2022-12-03,Debit,2022-10-16 00:00:00,0.094385931,8.867391283,10.26337783,0.15663834,5882.541283
2495,36,Other,Port Joshuahaven,Low,Quarry manager,PhD,Widowed,7,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,12,3,TRUE,FALSE,0.145143184,8,9,610,584.5885376,356240,2021-05-18,2022-11-23,2.909808325,3.324382868,3.567205373,10,62,2022-02-11,12,0.80130783,4.188422356,Neutral,Mobile Deposit,Fees,Medium,49.8183948,893.4603273,576198,15.24499549,2022-12-10,Credit,2021-05-18 00:00:00,0.558257909,4.71208,13.9697534,0.057761059,45588.95028
2496,45,Other,Jacksonborough,Medium,Technical sales engineer,Master,Married,2,Marketing,Premium,FALSE,FALSE,TRUE,FALSE,FALSE,1,4,7,FALSE,FALSE,0.213262567,2,5,139,541.4550091,75199,2022-09-07,2023-02-12,3.230884087,1.061077037,1.32912754,10,-83,2022-02-26,17,0.677012701,4.42178813,Neutral,Investment Analytics,Customer Service,High,15.50779914,16.17654474,925948,19.43843886,2023-07-03,Debit,2022-09-07 00:00:00,0.572840357,3.695569399,5.111123625,0.190903363,51738.78707
2497,57,Other,North Brianna,High,Contracting civil engineer,Bachelor,Single,4,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,47,9,FALSE,FALSE,0.706167812,15,1,590,114.2026855,67260,2021-04-02,2023-09-01,2.245119557,4.362983786,3.590317337,2,82,2023-02-19,12,0.571916567,3.208783605,Negative,Investment Analytics,Fees,High,64.83709663,508.4307129,674999,20.89081126,2021-08-07,Credit,2021-04-02 00:00:00,0.297242595,2.1200279,16.53410242,0.122577036,69859.18352
2498,32,M,East Jordanshire,Low,Quality manager,PhD,Single,2,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,32,2,TRUE,FALSE,0.564522723,2,0,466,386.9125348,179876,2021-08-24,2021-09-29,4.516318291,3.361679228,1.268712611,8,75,2021-09-13,9,0.812913753,3.336915287,Negative,,Fees,Medium,72.94638648,255.0152406,162968,4.723720807,2023-09-27,Debit,2021-08-24 00:00:00,0.183071038,9.701724231,9.426103835,0.128558176,20446.22203
2499,58,F,New Jessica,High,Civil Service fast streamer,High School,Married,3,Branch,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,31,7,TRUE,FALSE,0.920496269,5,1,778,14.59902978,10892,2021-02-16,2021-10-11,2.984580961,1.882038386,4.670754205,1,-57,2021-07-10,2,0.753787363,3.738608271,Neutral,Budgeting Tools,,Medium,24.94527108,964.9961548,534140,9.112718644,2022-11-09,Credit,2021-02-16 00:00:00,0.835376708,9.672492234,14.08791592,0.757978822,56160.8471
2500,56,M,Jamestown,High,Graphic designer,PhD,Divorced,1,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,52,1,TRUE,TRUE,0.954334531,18,3,279,223.3783167,62217,2022-12-04,2023-10-31,4.289040908,2.338210344,4.416902157,6,-90,2021-12-25,2,0.879194763,2.889120141,Negative,International Transfers,App Issues,High,50.19271923,470.9735993,145650,26.825751,2023-02-13,Transfer,2022-12-04 00:00:00,0.813691779,4.966438205,17.35465679,0.453459178,47596.92664
2501,19,M,Erinmouth,Medium,"Production assistant, television",Master,Single,5,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,20,5,FALSE,TRUE,0.313961589,13,6,344,529.8838729,181976,2021-08-12,2023-08-02,4.571675675,1.599905018,1.093475529,2,44,2023-11-04,9,0.627834149,4.612733634,Positive,International Transfers,Fees,Medium,49.90598019,904.054006,377639,7.195335829,2023-06-26,Transfer,2021-08-12 00:00:00,0.715909206,9.804569928,12.57163894,0.868619965,47052.51647
2502,80,Other,South Danielleton,Medium,"Copywriter, advertising",Master,Widowed,1,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,65,7,FALSE,TRUE,0.324197442,2,1,44,478.5946478,21032,2021-12-03,2023-07-11,4.557122428,3.692043327,1.855339663,6,-62,2023-11-24,10,0.930799218,3.174584108,Positive,International Transfers,App Issues,High,11.93775459,941.6761788,593278,19.12606019,2023-02-08,Credit,2021-12-03 00:00:00,0.911601973,8.642151733,12.05597351,0.215796135,28893.85024
2503,46,F,Ryanchester,Medium,Forensic scientist,Master,Married,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,99,5,FALSE,FALSE,0.209741767,5,9,715,571.7136991,408265,2022-05-15,2023-07-09,1.262972766,2.49869712,3.27695231,4,-64,2021-09-07,11,0.690857939,4.696977253,Positive,Budgeting Tools,Fees,Low,69.93720317,396.974536,939496,1.608101986,2023-01-08,Transfer,2022-05-15 00:00:00,0.640274253,1.013416973,1.314858818,0.707971148,44610.02472
2504,83,Other,Davidhaven,High,Mudlogger,Master,Widowed,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,60,5,FALSE,FALSE,0.51761656,16,0,247,869.4297011,214643,2023-11-23,2021-11-02,1.179771896,4.817290856,1.179577361,8,-6,2021-11-30,5,0.811598152,4.214173799,Positive,Investment Analytics,Transaction Delays,Medium,64.14736845,649.7211238,946167,24.69171875,2023-12-23,Credit,2023-11-23 00:00:00,0.631224269,7.438609349,13.70414102,0.305387837,95582.73412
2505,68,M,Simpsonhaven,Medium,"Exhibitions officer, museum/gallery",Master,Single,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,53,6,TRUE,FALSE,0.377987644,3,2,873,267.5164571,233091,2021-12-24,2022-10-29,3.36813498,4.578762503,4.638905204,10,-60,2022-03-06,13,0.995595975,2.453284699,Neutral,International Transfers,App Issues,Low,36.50432837,520.0164444,347260,17.75249359,2023-02-14,Debit,2021-12-24 00:00:00,0.279668848,9.000876455,7.157832226,0.671187609,50197.41982
2506,27,M,Lake Jeffreyview,Premium,Animator,Master,Married,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,96,6,FALSE,FALSE,0.014652824,3,6,440,680.2769176,299200,2021-11-24,2021-07-02,2.640394349,4.256599913,4.594816465,8,-46,2021-09-04,0,0.844882801,3.655620165,Neutral,International Transfers,Customer Service,High,8.707379023,314.190222,675374,15.14570534,2023-12-15,Debit,2021-11-24 00:00:00,0.594786059,4.855622998,17.14910963,0.517035562,91531.54169
2507,31,Other,Patelmouth,Medium,Chartered public finance accountant,High School,Married,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,74,2,TRUE,FALSE,0.394955276,9,2,924,555.5875979,512820,2022-11-09,2023-04-19,4.086957521,2.059610662,1.67628588,6,-5,2023-09-29,15,0.758482296,3.867665545,Positive,,Transaction Delays,Low,42.99005472,593.7207264,769848,22.23844912,2023-05-10,Debit,2022-11-09 00:00:00,0.027874942,8.040711608,8.963815042,0.14776385,68708.41976
2508,68,M,South Jamesland,Premium,"Therapist, sports",Master,Single,4,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,9,FALSE,TRUE,0.061701681,14,1,795,822.3323317,653490,2023-05-24,2023-03-05,4.814547676,2.165666279,4.682138105,3,89,2023-01-04,1,0.634736439,2.870808826,Positive,,,High,42.25436502,487.2081432,80179,22.87664242,2023-11-05,Credit,2023-05-24 00:00:00,0.539027536,1.73564257,16.94579107,0.946103448,21375.55517
2509,56,M,Lake Jeremiahchester,Low,"Sound technician, broadcasting/film/video",High School,Single,2,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,86,3,FALSE,FALSE,0.799044034,16,0,176,274.6584606,48224,2023-08-05,2022-04-22,1.269576674,2.635415632,3.812238329,2,11,2022-10-11,10,0.699425253,3.825867356,Negative,,,Medium,46.92257271,454.5345497,108362,7.388720061,2023-08-12,Credit,2023-08-05 00:00:00,0.415394452,9.298022968,17.29125244,0.060971316,48783.87827
2510,45,Other,East Jamesmouth,Low,Museum/gallery curator,PhD,Married,1,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,37,1,TRUE,FALSE,0.928893063,19,2,968,990.3846157,958320,2022-04-20,2023-03-21,3.521985704,4.673116671,2.847692869,7,60,2023-05-01,6,0.543628785,1.96348351,Neutral,Budgeting Tools,Customer Service,Low,28.50620881,344.2886918,993831,29.27451137,2022-08-04,Credit,2022-04-20 00:00:00,0.206029646,8.445792304,13.76467815,0.470677631,46478.57076
2511,20,M,Bryanville,High,Forensic psychologist,Bachelor,Divorced,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,32,1,TRUE,TRUE,0.295823836,16,6,886,667.2485405,590962,2023-04-10,2022-11-26,3.418290724,2.894715888,2.837272464,6,-51,2022-01-27,3,0.625894424,2.156258469,Neutral,,App Issues,High,95.43988635,15.84891486,282426,27.34658842,2023-11-03,Transfer,2023-04-10 00:00:00,0.228226552,2.340492242,1.566459116,0.71718757,10826.46879
2512,44,F,South Ryantown,High,Economist,High School,Married,1,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,7,9,FALSE,FALSE,0.650713231,10,2,37,50.10920847,1850,2022-01-13,2021-04-04,4.475302543,1.383228534,2.25945357,9,65,2022-03-07,5,0.66999943,3.574985551,Neutral,,Customer Service,Medium,1.91890228,903.0204451,193090,6.366866355,2023-05-25,Transfer,2022-01-13 00:00:00,0.59714569,0.926608218,5.021310869,0.88076803,85789.91559
2513,19,Other,Marybury,Medium,"Geologist, wellsite",PhD,Divorced,7,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,6,FALSE,FALSE,0.088520962,3,4,576,14.59391474,8064,2022-01-17,2023-06-27,2.254915206,1.933276084,3.343000977,1,43,2021-07-05,8,0.920191071,2.931283875,Positive,Mobile Deposit,Customer Service,Medium,85.15438305,267.6635587,385278,9.840121654,2023-03-30,Debit,2022-01-17 00:00:00,0.729037093,4.411365746,5.324985054,0.997560295,10801.90416
2514,55,F,South Johnmouth,High,Consulting civil engineer,Bachelor,Widowed,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,7,TRUE,TRUE,0.363523866,12,5,303,869.1651052,263307,2023-06-05,2022-07-23,3.062694339,1.190435759,3.406714653,3,61,2023-11-05,3,0.546286461,2.533453399,Neutral,,,Medium,57.07523056,185.0217683,461577,11.25178429,2023-10-05,Transfer,2023-06-05 00:00:00,0.701715625,5.854561227,15.08812289,0.586105769,22297.15109
2515,20,M,Port Matthewbury,High,"Engineer, electronics",High School,Divorced,2,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,32,2,FALSE,TRUE,0.575913084,18,4,495,269.0152947,133155,2023-03-22,2021-07-01,4.762798582,1.229963527,1.680661614,6,-23,2023-01-07,6,0.70498094,1.266582888,Negative,Investment Analytics,Fees,High,52.57503298,23.71400219,321900,23.50849911,2023-05-11,Transfer,2023-03-22 00:00:00,0.377584195,3.420526857,17.94205345,0.984371602,36105.18496
2516,33,M,Port Carolmouth,Low,"Surveyor, hydrographic",High School,Divorced,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,28,1,FALSE,FALSE,0.104172637,13,0,817,244.6933557,199348,2021-03-01,2021-12-06,4.982281189,4.691536952,2.93544566,5,27,2023-09-06,2,0.755935192,4.935829333,Neutral,Mobile Deposit,,Low,88.31354063,457.2516332,423842,10.02050605,2023-12-10,Transfer,2021-03-01 00:00:00,0.205230917,2.994129868,12.45808157,0.55299175,87969.19892
2517,57,Other,Lake Seanville,Medium,Equities trader,PhD,Single,5,Online,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,94,2,FALSE,TRUE,0.377139898,10,4,834,554.2915605,462036,2022-02-09,2021-02-20,3.270062968,3.467947519,1.441441645,2,63,2022-06-07,18,0.978781508,1.911618077,Neutral,Mobile Deposit,,Low,23.63600249,635.8516097,41745,20.07507245,2023-06-14,Transfer,2022-02-09 00:00:00,0.896156571,0.078263152,4.805114087,0.642004367,71334.01967
2518,19,M,North Sabrinafurt,High,"Therapist, drama",Master,Married,7,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,56,3,TRUE,TRUE,0.955241183,5,2,557,177.6976708,98589,2023-07-10,2022-09-25,1.831558281,1.405248672,4.09219738,5,-86,2023-11-08,19,0.687456619,3.489829813,Negative,Budgeting Tools,Transaction Delays,Medium,17.2196496,263.4016673,748763,19.73583943,2023-10-19,Debit,2023-07-10 00:00:00,0.970687353,0.022655431,6.746558131,0.674259958,37348.19853
2519,58,Other,Pamelaland,Medium,"Production assistant, television",High School,Widowed,4,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,93,3,FALSE,TRUE,0.166082729,15,7,58,295.7823936,17110,2023-05-30,2021-09-11,4.173885823,3.334777294,4.180705031,8,-45,2021-08-18,11,0.990098486,4.168520292,Positive,International Transfers,App Issues,High,4.469312594,169.5474423,26538,16.97561743,2023-07-01,Debit,2023-05-30 00:00:00,0.697860697,1.490676581,10.53350557,0.709766866,94494.29189
2520,29,Other,North Samantha,Medium,"Designer, textile",High School,Married,1,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,71,8,TRUE,TRUE,0.620229565,10,4,875,520.933045,455000,2023-03-08,2021-06-24,2.500474242,4.885434954,4.422294573,9,84,2023-07-25,1,0.748995312,3.032032115,Positive,Investment Analytics,Customer Service,Medium,99.85465643,516.5234873,382720,18.6177297,2023-12-04,Debit,2023-03-08 00:00:00,0.778118006,7.532576598,1.807758087,0.440126275,75740.68495
2521,52,Other,Brownchester,High,"Scientist, research (life sciences)",PhD,Divorced,6,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,60,4,FALSE,FALSE,0.833347803,18,7,65,982.0598035,63830,2021-01-10,2022-01-30,4.649352056,1.060757255,1.181117595,9,100,2021-02-03,16,0.855549948,3.316501974,Negative,International Transfers,Transaction Delays,Low,25.57958873,998.9944438,687991,6.815451924,2022-03-29,Transfer,2021-01-10 00:00:00,0.749423264,9.046156179,16.34846775,0.98380968,98872.75637
2522,82,Other,North Ericaside,Medium,Fashion designer,Master,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,1,FALSE,TRUE,0.771170871,5,8,382,161.6575352,61502,2022-03-16,2021-04-19,4.181974042,3.980173816,3.66513701,6,-23,2021-01-15,10,0.546114673,3.125521868,Negative,Mobile Deposit,App Issues,High,11.01745996,777.4450381,958816,4.571979294,2023-05-08,Debit,2022-03-16 00:00:00,0.472924998,1.288073604,12.52879463,0.389765553,33784.23173
2523,72,Other,West Melissafurt,Low,Field seismologist,Bachelor,Divorced,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,86,2,FALSE,TRUE,0.771381921,11,1,324,51.52535427,16524,2022-02-26,2023-12-05,4.75900495,1.705442538,4.50341354,9,-13,2023-02-18,0,0.844050422,3.546138755,Positive,International Transfers,Fees,Medium,81.83571051,499.7667237,919998,10.08249139,2022-10-25,Transfer,2022-02-26 00:00:00,0.480530812,7.145135259,4.489450771,0.215136421,75636.59926
2524,62,F,New Karenbury,Premium,Tax inspector,Master,Married,6,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,54,9,TRUE,TRUE,0.059122655,18,3,240,710.9571898,170400,2022-07-25,2022-01-23,1.859383282,2.508384566,2.341202953,5,-90,2023-05-11,14,0.54872404,2.665393936,Negative,Investment Analytics,,Medium,98.07984812,302.2817259,121301,14.64604109,2023-10-10,Transfer,2022-07-25 00:00:00,0.866923143,2.517132181,18.25783041,0.668405312,23610.45075
2525,79,Other,South Patrickchester,Medium,"Civil engineer, contracting",Master,Divorced,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,51,2,TRUE,TRUE,0.97360179,17,9,624,620.054566,386880,2021-05-09,2023-09-02,2.661841821,1.456385579,4.169160142,2,-8,2023-03-31,0,0.767050224,2.424485425,Positive,Mobile Deposit,App Issues,High,96.26188119,176.3379986,220955,16.00196986,2022-11-17,Transfer,2021-05-09 00:00:00,0.300206677,1.362634878,10.55720472,0.417082907,30420.50344
2526,66,F,West Debratown,High,Dentist,PhD,Married,7,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,42,9,TRUE,TRUE,0.727144462,13,0,259,320.1612314,82880,2021-07-28,2023-10-27,1.998813167,1.02583369,1.022848363,6,-33,2021-07-24,6,0.667552382,4.940697708,Negative,,Transaction Delays,Low,64.53725416,447.1831943,43717,5.212057845,2023-01-17,Credit,2021-07-28 00:00:00,0.702591255,3.962883317,1.052149796,0.130819171,38113.65896
2527,42,M,Holmesshire,High,"Clinical scientist, histocompatibility and immunogenetics",Master,Widowed,7,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,25,5,TRUE,FALSE,0.954340931,8,9,602,286.6033505,172172,2022-01-18,2021-02-08,4.762177729,1.401725522,3.661122429,9,-5,2022-12-28,1,0.661052395,2.493945553,Positive,Investment Analytics,,Low,8.386722389,465.1578876,355634,21.01735147,2023-11-29,Transfer,2022-01-18 00:00:00,0.409965911,7.522989713,14.22503273,0.184742903,54236.31328
2528,40,Other,North Curtis,Low,Stage manager,PhD,Widowed,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,1,4,FALSE,FALSE,0.979258784,9,8,242,869.1777379,210298,2023-01-20,2021-09-04,3.938352816,3.291130216,1.962745427,9,-69,2023-01-09,11,0.541860541,2.785343186,Negative,,Transaction Delays,High,65.88603544,152.9195491,29171,2.912825716,2023-12-27,Credit,2023-01-20 00:00:00,0.185593308,5.461839883,9.484212066,0.845540008,53426.61423
2529,41,M,New Kristineborough,Low,Restaurant manager,Bachelor,Married,3,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,54,4,TRUE,TRUE,0.357002816,14,9,327,328.1081511,107256,2022-10-30,2023-12-26,1.098419657,4.60437563,1.312743199,10,-34,2022-09-27,5,0.845210696,1.648246126,Positive,International Transfers,Transaction Delays,High,40.30415255,977.4453582,323847,29.60537791,2023-05-01,Transfer,2022-10-30 00:00:00,0.697783424,1.419395321,9.673157354,0.463683887,35267.16729
2530,55,Other,Lake William,Medium,Air traffic controller,High School,Widowed,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,89,3,FALSE,TRUE,0.543382357,17,7,854,597.0563163,509838,2022-02-08,2022-01-04,2.117669821,1.086153111,3.000855063,1,33,2021-05-14,5,0.776801213,4.308820004,Positive,Mobile Deposit,App Issues,Low,66.360196,350.0781995,474708,23.72879113,2022-03-05,Credit,2022-02-08 00:00:00,0.600327306,1.438488222,13.81685229,0.006946966,92996.37147
2531,45,F,Robertmouth,Medium,"Nurse, children's",High School,Single,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,17,2,TRUE,TRUE,0.729465262,16,1,266,431.1090786,114646,2023-07-27,2021-02-08,3.950305229,1.251399963,2.466252277,3,46,2023-06-09,3,0.696393315,4.094615365,Positive,Mobile Deposit,Transaction Delays,Low,98.51524566,491.427303,532881,27.06159037,2023-08-18,Transfer,2023-07-27 00:00:00,0.754559223,2.93801046,3.903034255,0.931584575,99665.31516
2532,38,F,East Devin,High,"Designer, graphic",PhD,Divorced,3,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,8,FALSE,FALSE,0.849083787,19,5,266,532.1473608,141512,2021-08-22,2022-07-18,3.724647618,1.651529136,3.386557285,7,44,2022-09-08,0,0.988315158,3.92768992,Negative,Investment Analytics,Fees,High,27.72560417,177.1287459,102854,13.89819076,2023-09-07,Credit,2021-08-22 00:00:00,0.905460233,6.637667501,19.00824141,0.226603884,61083.83541
2533,71,F,North Davidshire,High,Tax adviser,PhD,Divorced,2,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,6,FALSE,TRUE,0.970947468,12,4,807,889.274052,717423,2022-06-22,2022-02-26,1.151128776,4.892334363,4.424682518,3,23,2022-04-15,14,0.515162581,4.474946633,Neutral,Mobile Deposit,,High,53.65044741,381.70221,655374,28.61575564,2023-08-02,Credit,2022-06-22 00:00:00,0.509340989,2.991857708,16.38212765,0.595809062,79641.97341
2534,35,M,Palmerstad,Medium,"Engineer, materials",Master,Divorced,1,Referral,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,80,9,FALSE,TRUE,0.974456027,15,4,577,453.1975521,261381,2023-09-30,2022-05-18,2.541114512,1.680886112,2.568167125,9,-53,2021-06-22,12,0.823415679,1.074260764,Negative,International Transfers,,High,46.96972375,138.8344618,911875,29.52873874,2023-12-20,Transfer,2023-09-30 00:00:00,0.887618478,1.057111396,18.05242073,0.892333948,83096.92101
2535,53,Other,Brandyside,Medium,Drilling engineer,Master,Single,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,44,2,TRUE,TRUE,0.327753987,6,2,369,827.1881537,305163,2023-12-17,2023-06-29,4.174793327,2.877738567,4.706919417,6,91,2023-03-10,12,0.737255545,1.071855571,Negative,Mobile Deposit,App Issues,High,55.9657894,821.2336764,389927,14.24251619,2023-12-19,Transfer,2023-12-17 00:00:00,0.800792688,6.015440103,18.16664791,0.923833453,12074.9766
2536,62,M,East Terrance,Medium,"Scientist, forensic",High School,Divorced,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,14,1,FALSE,FALSE,0.680478139,5,0,314,606.1737727,190284,2022-10-04,2021-06-23,2.355994265,1.167449804,2.073946772,2,32,2023-08-24,7,0.927090113,4.908332233,Negative,Budgeting Tools,App Issues,High,53.03190847,374.2257422,301234,25.10985144,2023-05-27,Debit,2022-10-04 00:00:00,0.688182963,9.878245779,8.136275118,0.835139379,81459.24191
2537,70,F,Kellytown,Medium,"Scientist, biomedical",High School,Married,2,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,6,8,TRUE,TRUE,0.146932687,12,5,244,369.8878616,90036,2023-03-07,2023-12-29,1.96030333,4.402732365,4.111684514,7,24,2021-02-02,16,0.88892488,1.768203221,Neutral,Mobile Deposit,Customer Service,Low,57.65957079,22.38580984,516358,20.12204365,2023-09-28,Credit,2023-03-07 00:00:00,0.852859052,7.376264332,6.542217897,0.860235279,16970.78063
2538,47,M,North John,Medium,Artist,High School,Divorced,1,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,80,8,TRUE,TRUE,0.810524242,11,5,293,34.61115391,9962,2023-03-15,2022-10-19,3.840911893,4.790164524,3.562594009,7,-10,2022-07-17,16,0.578252725,4.549164293,Negative,,Transaction Delays,Medium,55.10650177,698.3254245,155363,6.079652173,2023-06-11,Credit,2023-03-15 00:00:00,0.903547402,5.236549566,11.09323357,0.609459986,84967.78031
2539,77,F,South Mauriceborough,Low,Technical brewer,PhD,Married,3,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,5,FALSE,FALSE,0.159501081,14,4,896,670.7624129,600320,2021-08-22,2023-04-03,3.612260053,4.02490407,3.060927725,7,-65,2022-10-25,11,0.68543024,4.178257979,Negative,Mobile Deposit,Fees,Low,14.78777299,361.84268,615767,12.09168662,2023-04-20,Debit,2021-08-22 00:00:00,0.326315128,1.372780274,2.354559886,0.801770996,89433.58767
2540,49,F,Port Casey,High,"Surveyor, hydrographic",Bachelor,Widowed,6,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,26,2,TRUE,FALSE,0.890680315,3,8,331,699.5750346,231369,2022-12-14,2021-04-03,1.101077689,3.253073626,2.797191076,2,84,2021-04-03,1,0.853123249,3.07941015,Neutral,International Transfers,Customer Service,Low,27.03946012,400.7511717,387903,21.49945178,2023-03-05,Transfer,2022-12-14 00:00:00,0.659848281,9.281591797,10.23460712,0.584064783,68998.06863
2541,84,F,Lake Thomas,Low,"Engineer, petroleum",Bachelor,Married,2,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,39,5,TRUE,TRUE,0.979099949,11,9,802,993.0229808,796386,2022-12-22,2023-10-04,4.623520973,1.995449848,4.654459426,6,-5,2021-10-16,6,0.706659556,1.171989739,Neutral,Budgeting Tools,Fees,High,16.8527848,347.3154804,880772,4.704470865,2023-03-26,Credit,2022-12-22 00:00:00,0.169930194,6.018649273,11.74515867,0.15239873,40934.34955
2542,84,Other,Greenemouth,Medium,Diplomatic Services operational officer,PhD,Married,5,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,16,8,FALSE,FALSE,0.086348312,19,8,891,713.9263269,635283,2023-07-27,2021-02-17,2.945918539,1.715536146,3.593491435,4,-58,2022-05-25,7,0.842767591,1.822235341,Neutral,,App Issues,High,29.23867054,369.4788672,757253,9.66416776,2023-11-12,Debit,2023-07-27 00:00:00,0.660774249,0.068054895,2.311316416,0.746410829,87259.34396
2543,45,Other,Christinachester,High,Dancer,Master,Married,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,31,4,TRUE,TRUE,0.512359084,9,9,906,821.5421518,743826,2021-12-20,2022-11-28,4.429767744,3.062405088,2.444563781,2,-3,2021-12-30,10,0.933135498,1.265935655,Negative,,App Issues,Medium,72.22949536,325.1168384,189117,9.854121522,2023-03-07,Credit,2021-12-20 00:00:00,0.746776882,2.052400551,14.81161594,0.51494601,82052.19651
2544,61,F,Francismouth,Low,Community development worker,Bachelor,Divorced,4,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,15,2,TRUE,TRUE,0.264731731,7,0,78,175.640895,13650,2022-09-02,2023-06-15,2.562832689,2.162297539,3.208856225,1,-22,2021-01-19,13,0.86157605,4.113720504,Negative,,Fees,High,95.65216439,778.2861276,612841,12.47996307,2023-04-12,Debit,2022-09-02 00:00:00,0.457006526,2.004136319,18.26631688,0.572756253,65404.75622
2545,58,M,South Jeffreytown,Medium,Armed forces operational officer,Master,Single,7,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,62,3,TRUE,TRUE,0.470034292,13,6,294,765.3085382,224910,2021-06-23,2022-01-05,2.501478897,3.681785271,3.204990403,3,-28,2021-09-20,14,0.770251456,3.013695143,Neutral,,,Medium,22.78364721,612.6960489,443618,0.009053311,2022-09-20,Credit,2021-06-23 00:00:00,0.23477023,5.031815901,5.913729772,0.956015219,36032.55817
2546,80,M,Lake Jerry,Medium,Commercial horticulturist,High School,Single,1,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,93,3,FALSE,TRUE,0.293774691,13,5,508,358.4647639,181864,2021-10-02,2023-04-30,1.488421002,2.060374323,4.507968636,6,29,2023-11-29,3,0.89668252,4.945821713,Negative,,App Issues,Low,34.72442427,220.7462475,74918,9.063036416,2023-03-13,Credit,2021-10-02 00:00:00,0.331247592,0.016037547,0.162966255,0.066318009,59672.84375
2547,40,Other,East Timothy,Low,"Administrator, local government",High School,Married,1,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,77,9,TRUE,TRUE,0.065647148,6,2,317,980.1992752,310660,2022-10-04,2021-02-19,4.191490769,1.680883078,1.166293781,5,2,2021-11-15,0,0.938610026,3.146756237,Negative,,App Issues,Medium,58.47750146,746.7349458,728853,6.28743732,2023-12-03,Credit,2022-10-04 00:00:00,0.215110101,2.508646845,17.72502716,0.752517745,42690.39405
2548,65,F,Lindsayfurt,Low,Electrical engineer,Master,Divorced,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,3,FALSE,TRUE,0.394128924,9,3,450,457.2166592,205650,2021-08-30,2023-12-18,1.016487401,3.326195645,2.763174965,9,72,2021-10-15,12,0.701683981,1.451675515,Negative,Investment Analytics,Fees,High,49.54904483,282.9449146,44608,28.18581865,2023-08-07,Transfer,2021-08-30 00:00:00,0.205811996,3.014516847,7.398856082,0.974730027,97642.70199
2549,49,M,South Jack,Premium,Event organiser,High School,Single,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,1,FALSE,FALSE,0.204569732,9,3,103,470.1901286,48410,2022-05-04,2022-10-12,2.158363492,4.043358657,3.040509827,5,-31,2023-08-21,8,0.9283436,1.401919789,Positive,International Transfers,Fees,Medium,64.14253684,206.5850462,541155,25.03691294,2023-10-13,Transfer,2022-05-04 00:00:00,0.165767436,0.937407838,0.120175572,0.407545332,54804.14414
2550,74,F,West Alejandrostad,Medium,Economist,PhD,Widowed,4,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,85,7,TRUE,TRUE,0.549289678,17,3,586,502.5494534,294172,2022-09-18,2023-02-22,1.29053609,1.295056027,1.607843667,2,61,2021-03-21,0,0.901948343,3.095777515,Negative,Mobile Deposit,App Issues,Low,35.53221009,456.7185845,809804,15.78992477,2022-09-23,Credit,2022-09-18 00:00:00,0.901178345,9.854967654,2.269238377,0.083426354,33576.27127
2551,50,M,New Dariusport,Premium,"Accountant, chartered",Master,Widowed,3,Referral,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,51,1,FALSE,FALSE,0.680556546,16,6,992,314.6997824,311488,2021-08-28,2022-06-11,3.848130445,3.476484262,1.003131132,7,23,2021-05-06,6,0.705289418,3.335965498,Negative,Mobile Deposit,Transaction Delays,Low,6.28041353,749.0038486,392826,2.725144,2023-04-03,Transfer,2021-08-28 00:00:00,0.874882893,7.345838732,13.4713723,0.916338342,96423.82582
2552,41,Other,Leeshire,Medium,"Administrator, sports",Master,Divorced,7,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,79,6,FALSE,FALSE,0.405307141,17,3,29,385.8243528,11165,2022-01-10,2021-07-06,3.866787415,4.261999298,1.0085443,6,3,2022-03-06,10,0.529036896,1.620168901,Positive,Investment Analytics,App Issues,Low,40.81332102,521.760117,708342,28.39956595,2023-12-27,Transfer,2022-01-10 00:00:00,0.918559498,6.762918293,10.57725384,0.489227716,17073.01351
2553,56,F,Bradleytown,Medium,Biomedical scientist,Master,Widowed,2,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,48,4,TRUE,TRUE,0.203639972,13,9,690,398.4036537,274620,2023-02-04,2021-08-23,2.254165631,1.025351382,4.937450946,5,-79,2022-08-24,4,0.950381043,1.613166126,Negative,Mobile Deposit,Fees,Low,32.47898946,431.4066434,256804,11.74287409,2023-05-14,Debit,2023-02-04 00:00:00,0.273610398,6.479163212,3.482894438,0.493622831,33595.42318
2554,51,F,East Justin,Medium,"Scientist, research (maths)",Bachelor,Widowed,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,48,7,TRUE,TRUE,0.1917049,4,5,321,517.8401508,165957,2021-10-17,2021-07-23,3.808825817,1.895724045,1.30361099,10,-93,2023-02-01,5,0.616287885,4.660601722,Negative,,Transaction Delays,High,47.0348373,553.2618425,923537,23.08467047,2023-01-18,Transfer,2021-10-17 00:00:00,0.301172732,9.113818141,10.6996147,0.022412905,84346.84074
2555,73,M,West Jennifer,Medium,Nature conservation officer,Master,Widowed,2,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,79,7,TRUE,TRUE,0.002387105,6,0,364,149.8732419,54236,2023-11-13,2021-12-11,1.993568376,2.194308737,1.36091199,5,-81,2023-04-30,14,0.938295651,4.378161537,Positive,,Fees,Low,43.36466853,913.4425577,352197,6.774895143,2023-12-24,Transfer,2023-11-13 00:00:00,0.401997698,6.936766396,7.535314697,0.253737868,77387.54683
2556,45,M,Melaniebury,Medium,"Psychologist, clinical",Master,Single,3,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,25,7,FALSE,TRUE,0.702385043,16,7,249,601.5682262,149649,2023-03-07,2022-08-08,2.255809732,1.056182341,1.497076012,6,85,2021-11-19,1,0.85227678,1.040356651,Negative,,App Issues,High,76.68516955,751.7079434,512480,18.88849513,2023-09-26,Credit,2023-03-07 00:00:00,0.518584191,6.754282093,4.398120487,0.818444386,9333.693617
2557,54,M,East Andrew,Medium,Politician's assistant,Master,Widowed,7,Referral,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,50,6,TRUE,FALSE,0.253126127,1,3,254,543.6289502,137922,2023-05-07,2021-10-22,4.228316599,3.711950401,4.955011117,5,-63,2023-05-09,0,0.994965198,3.98605079,Negative,Budgeting Tools,Customer Service,Medium,57.36036867,548.2567087,837470,13.16703404,2023-05-28,Transfer,2023-05-07 00:00:00,0.041913593,1.990843075,17.0226387,0.233964691,33328.27399
2558,24,F,Reneetown,Medium,Museum education officer,Bachelor,Married,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,42,7,TRUE,TRUE,0.970739806,3,2,772,982.4333453,758104,2021-10-10,2022-01-10,3.956807537,2.677541301,3.978574127,5,36,2021-12-20,6,0.603753811,3.108262969,Neutral,,App Issues,High,16.84380558,530.1255873,616571,15.21184965,2022-11-18,Transfer,2021-10-10 00:00:00,0.473218458,6.332649643,16.48014656,0.318352825,10435.22592
2559,54,Other,South Diana,Low,Colour technologist,High School,Married,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,8,FALSE,TRUE,0.747057167,8,8,97,875.6911143,84875,2023-02-25,2022-06-08,4.095645968,3.589509929,2.634690742,9,46,2021-12-24,18,0.644545998,3.580945662,Negative,Mobile Deposit,App Issues,Low,51.56196232,96.82964461,607193,6.060219683,2023-08-10,Transfer,2023-02-25 00:00:00,0.079616238,3.533203389,13.60997056,0.26487268,20707.5532
2560,73,Other,West Sharonport,Medium,Armed forces technical officer,Bachelor,Widowed,2,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,70,3,TRUE,FALSE,0.295378463,7,1,750,467.875249,350250,2023-05-17,2021-07-03,1.450986475,2.61971972,4.94817518,6,59,2023-11-29,7,0.546265184,1.158643297,Negative,Mobile Deposit,Customer Service,High,92.2787669,46.54943091,359388,26.17445262,2023-06-29,Credit,2023-05-17 00:00:00,0.839655053,9.710891447,3.806304518,0.257507599,38073.08696
2561,82,M,Allenstad,Medium,Air traffic controller,PhD,Married,1,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,8,5,TRUE,TRUE,0.158945744,3,7,664,701.0992558,465464,2022-01-16,2021-11-12,1.530679435,1.695740014,3.241472024,9,-26,2021-11-07,2,0.99453313,2.74978258,Neutral,,,Low,23.124507,896.9277509,83983,20.64551283,2022-07-26,Credit,2022-01-16 00:00:00,0.942209077,7.11526041,8.007273153,0.535867509,16088.22411
2562,82,Other,New Tiffany,Medium,Rural practice surveyor,Master,Single,1,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,43,9,TRUE,TRUE,0.624343889,10,5,681,659.0581115,448779,2023-09-24,2022-09-21,2.212961814,3.063058292,4.228074866,3,20,2022-01-07,11,0.809804099,2.893134798,Neutral,Investment Analytics,Transaction Delays,High,61.04609713,907.0206188,822620,12.27646075,2023-12-03,Debit,2023-09-24 00:00:00,0.134031659,1.000777249,14.5518474,0.7615072,82705.19846
2563,64,M,Johnsland,High,"Therapist, speech and language",PhD,Divorced,1,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,8,FALSE,TRUE,0.864557632,6,5,22,242.5012248,5324,2021-12-21,2023-04-15,1.413775887,3.893002863,1.302343546,7,89,2023-01-18,13,0.634475096,1.51250251,Neutral,Budgeting Tools,Transaction Delays,Low,19.92962462,606.2998201,651165,10.99190753,2023-10-08,Credit,2021-12-21 00:00:00,0.99182009,1.730284565,15.88482207,0.196539224,71181.58262
2564,37,Other,East Nicoleberg,High,"Surveyor, insurance",Bachelor,Married,5,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,89,6,TRUE,FALSE,0.584322772,10,9,522,339.6340306,176958,2021-12-08,2021-12-13,3.085132013,1.618801427,4.757301622,8,17,2021-08-13,0,0.741904492,4.717887314,Negative,Budgeting Tools,Transaction Delays,Low,44.17215235,970.7577282,743241,1.719917747,2023-08-16,Debit,2021-12-08 00:00:00,0.456891429,4.317600673,18.46304489,0.648270642,54411.51267
2565,36,F,East Amanda,Medium,Quarry manager,High School,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,9,FALSE,TRUE,0.010974155,2,5,556,43.08747795,23908,2023-09-30,2021-05-01,3.123854821,2.414998315,4.810081125,10,-9,2021-11-29,12,0.98558009,1.047279828,Negative,,Fees,High,99.62443238,605.0566395,733831,11.83934966,2023-12-25,Debit,2023-09-30 00:00:00,0.536276614,0.129560208,3.249287679,0.740146922,85799.19105
2566,46,M,Louischester,Low,Nature conservation officer,High School,Divorced,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,5,FALSE,FALSE,0.786296664,11,1,700,104.7623543,72800,2022-08-15,2022-10-29,2.390348626,3.9378182,4.454168768,1,12,2021-03-03,4,0.673713822,1.374847126,Negative,International Transfers,Fees,High,55.38292628,830.3806472,151524,6.811606022,2023-11-14,Transfer,2022-08-15 00:00:00,0.540659572,5.844286397,6.391943431,0.493995495,65428.14432
2567,77,Other,North Kathryn,Medium,Community development worker,Master,Divorced,2,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,2,TRUE,TRUE,0.964222842,7,6,154,316.5516227,48664,2021-10-15,2022-01-07,2.658675715,3.625563358,1.644167186,3,63,2023-10-16,14,0.904173771,3.27533052,Neutral,International Transfers,Transaction Delays,High,70.0846188,109.2217488,895681,25.24705691,2023-10-16,Transfer,2021-10-15 00:00:00,0.845263063,4.733490269,3.589527699,0.154628581,93905.9369
2568,35,F,Port Amanda,High,"Administrator, arts",High School,Widowed,5,Referral,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,53,9,TRUE,TRUE,0.047472035,6,7,398,780.3195282,310440,2022-01-19,2021-02-25,1.397547811,4.998172986,1.013156216,7,-80,2022-02-22,1,0.56523153,1.017310352,Positive,Mobile Deposit,Customer Service,High,44.04464828,910.8044799,244154,8.900391534,2023-07-23,Transfer,2022-01-19 00:00:00,0.115348208,0.946757102,19.66255232,0.438694349,40783.48503
2569,52,Other,West John,Low,Sports development officer,Bachelor,Married,1,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,20,5,TRUE,FALSE,0.809130394,12,7,140,718.5538337,100520,2022-10-07,2021-04-30,3.715425045,1.693922958,4.593934013,3,93,2022-09-19,4,0.863542836,4.974668721,Neutral,Investment Analytics,Customer Service,High,88.625675,477.9663998,997041,17.46237698,2023-08-14,Credit,2022-10-07 00:00:00,0.706124483,5.76880438,16.09768438,0.82001327,88670.51936
2570,60,F,Moniquehaven,High,Charity officer,Bachelor,Single,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,8,TRUE,TRUE,0.718995232,3,9,20,964.5941003,19280,2023-07-13,2022-09-03,2.059505899,2.376341247,2.228481198,8,-30,2023-04-07,12,0.690954278,1.119208563,Positive,Budgeting Tools,Fees,High,25.36219552,931.7050968,82017,19.44151101,2023-07-13,Debit,2023-07-13 00:00:00,0.666520157,6.774144315,8.468706237,0.283466646,12015.76535
2571,28,F,Clarkland,Medium,Hotel manager,High School,Married,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,8,8,FALSE,TRUE,0.39749615,18,6,482,372.8735333,179304,2021-04-20,2023-03-10,4.108826959,1.792361785,2.452076901,5,15,2023-02-04,15,0.596933803,3.52301317,Negative,,,High,35.34411904,629.8883978,10634,18.35555352,2022-08-07,Credit,2021-04-20 00:00:00,0.968735039,7.770703178,13.73963029,0.635719228,71464.41897
2572,66,Other,Gibbsland,Low,Energy engineer,Master,Married,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,4,TRUE,TRUE,0.6340712,2,6,291,349.4377341,101559,2023-01-06,2021-07-22,4.083930779,1.976620697,2.881282955,6,-12,2022-06-28,3,0.940362121,2.446125189,Positive,,Transaction Delays,Low,72.62107239,452.9305509,836917,18.61778079,2023-06-04,Credit,2023-01-06 00:00:00,0.700499561,8.163167309,15.78748342,0.185277211,14350.32532
2573,55,Other,New Paul,Medium,Microbiologist,Master,Single,2,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,71,4,FALSE,FALSE,0.158805224,10,4,365,111.921644,40515,2021-01-20,2022-10-18,3.364814032,1.782839929,2.270581299,1,-59,2022-10-20,5,0.774945854,1.450152025,Neutral,International Transfers,App Issues,Medium,74.08060236,80.06833243,324920,23.62059418,2022-05-30,Credit,2021-01-20 00:00:00,0.984283143,6.295980236,13.5106848,0.203258055,32720.73538
2574,81,F,Victormouth,Medium,Music therapist,Bachelor,Divorced,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,1,TRUE,FALSE,0.720095039,5,3,214,789.7505113,168846,2023-09-20,2021-10-19,2.755879816,4.956379493,3.379154321,10,-44,2021-02-28,17,0.687710252,4.452713435,Negative,,Fees,Medium,78.85862776,477.1331628,444168,13.27048071,2023-10-30,Debit,2023-09-20 00:00:00,0.513190971,3.80571301,2.993689654,0.657204115,74503.36054
2575,25,F,West Jennifer,High,Chief Financial Officer,High School,Single,3,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,84,5,TRUE,TRUE,0.581241545,15,3,575,173.7738163,99475,2021-10-07,2023-04-26,1.827070581,3.585406256,2.613698071,9,-16,2021-02-22,1,0.70211688,3.183816715,Positive,Investment Analytics,Transaction Delays,Low,89.38864149,58.60428579,408201,4.672047039,2023-05-09,Transfer,2021-10-07 00:00:00,0.101657923,0.901980533,0.101973584,0.728568398,77612.41538
2576,51,F,Baldwinfort,Medium,Homeopath,Bachelor,Single,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,36,9,FALSE,TRUE,0.086583633,7,1,486,953.84199,463158,2022-02-04,2022-10-26,4.750260022,1.338569221,3.926972796,10,1,2022-11-11,11,0.536471247,3.684804448,Positive,,,High,61.69100738,790.5897576,484830,14.84477777,2023-08-06,Debit,2022-02-04 00:00:00,0.990228178,7.361610428,16.65397034,0.881038624,41420.03863
2577,65,M,Adamsfurt,Medium,Biomedical engineer,Bachelor,Widowed,4,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,66,5,FALSE,FALSE,0.868238545,10,3,657,322.6322168,211554,2023-02-26,2022-06-13,4.584649271,3.08225419,1.127623235,7,-24,2021-02-28,18,0.746402177,4.145231281,Negative,Budgeting Tools,Customer Service,High,75.39696519,100.8825442,745055,0.431693516,2023-04-21,Transfer,2023-02-26 00:00:00,0.538386682,2.563398671,13.57625793,0.548058524,6376.915916
2578,73,F,East Jeffreyborough,Medium,Farm manager,PhD,Widowed,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,5,FALSE,TRUE,0.128361869,8,6,412,650.7912337,267800,2023-11-02,2023-02-09,4.008698956,1.331282095,1.820236107,5,-11,2023-08-22,11,0.862693805,3.208406195,Negative,Investment Analytics,Fees,High,28.21859986,288.8062919,910230,21.81365265,2023-11-10,Credit,2023-11-02 00:00:00,0.660937898,4.858296178,17.14526818,0.397820897,55935.48415
2579,82,M,Royfurt,High,Surgeon,Bachelor,Married,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,84,6,TRUE,FALSE,0.438303652,0,1,215,455.9419843,97825,2023-10-11,2021-09-05,4.672942997,2.562119054,4.658741767,10,-14,2021-03-12,5,0.911537786,2.008981286,Positive,Mobile Deposit,Fees,Low,9.549283302,443.4591697,229046,2.880315408,2023-11-21,Debit,2023-10-11 00:00:00,0.383257955,7.75869687,2.983069565,0.890903827,46276.57631
2580,48,F,West Ronald,Medium,Horticultural consultant,Master,Widowed,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,62,6,TRUE,TRUE,0.131173495,6,6,848,231.9165608,195888,2023-04-18,2021-04-17,4.596941197,3.560564364,1.18102167,5,40,2021-10-23,14,0.915779028,2.248642791,Negative,,Transaction Delays,Low,98.57379888,629.6559954,648435,8.479703985,2023-10-09,Transfer,2023-04-18 00:00:00,0.179721045,5.425446815,7.137258536,0.111590137,9795.329107
2581,21,M,Duncanstad,Low,"Investment banker, operational",High School,Single,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,25,8,TRUE,FALSE,0.646121635,9,8,599,461.4382852,276139,2023-10-05,2022-02-19,3.088732802,1.189816952,2.909885918,4,63,2023-04-15,16,0.921875857,4.302366964,Neutral,International Transfers,,High,86.05811284,646.317315,484640,10.57922509,2023-12-23,Credit,2023-10-05 00:00:00,0.964535555,9.083706278,4.238123833,0.886234576,58969.27944
2582,67,F,Andreaberg,Medium,Financial planner,High School,Single,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,1,FALSE,TRUE,0.73785526,8,9,933,332.6950017,309756,2023-05-02,2022-05-06,1.839035795,1.185503508,1.72561232,1,36,2021-04-06,3,0.924039369,4.144633032,Negative,Mobile Deposit,App Issues,Medium,72.11938829,98.59521383,230718,25.63211136,2023-09-01,Debit,2023-05-02 00:00:00,0.643837175,9.940453506,16.1722819,0.10980443,17814.13099
2583,47,F,West Seanstad,Low,Chartered certified accountant,PhD,Widowed,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,45,5,FALSE,FALSE,0.94723243,12,2,242,629.2000617,152218,2023-06-29,2022-04-30,1.81551395,2.002391697,4.115576977,1,-17,2023-02-12,10,0.734456995,1.057751907,Negative,Mobile Deposit,,Medium,10.00262853,135.9142895,846811,23.07665138,2023-10-29,Transfer,2023-06-29 00:00:00,0.389016187,1.226864691,9.249615395,0.381581597,46671.24529
2584,76,F,New Blake,High,Theme park manager,PhD,Widowed,7,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,52,9,FALSE,TRUE,0.252603968,17,7,484,555.6755183,268620,2023-09-28,2023-10-07,2.98867343,3.636284875,3.078849511,1,68,2023-12-12,3,0.716540328,3.315185573,Neutral,Budgeting Tools,Transaction Delays,Medium,31.91463089,991.3311888,176687,25.95728403,2023-11-26,Debit,2023-09-28 00:00:00,0.622574507,6.488256697,19.26069739,0.819191981,1808.191169
2585,84,Other,Ronaldmouth,Low,"Sales professional, IT",Master,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,3,FALSE,TRUE,0.366297282,15,4,279,91.87409502,25389,2021-12-09,2023-11-08,3.899900681,4.698281989,3.874833332,3,-29,2021-12-14,18,0.555489318,4.013284279,Positive,,,Medium,44.63358834,842.220341,516835,29.81158222,2022-05-13,Transfer,2021-12-09 00:00:00,0.412675589,0.66915951,19.33589757,0.516003366,4055.917293
2586,62,Other,Ortizfort,Medium,Art gallery manager,PhD,Single,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,7,TRUE,FALSE,0.386718056,3,9,735,81.42095365,59535,2021-06-19,2023-10-31,2.61813919,2.087207001,4.317947226,4,-75,2021-11-20,8,0.645769272,1.402725348,Neutral,Mobile Deposit,App Issues,Medium,15.32914356,330.5333708,378918,17.02586028,2022-09-06,Debit,2021-06-19 00:00:00,0.956703147,0.935253925,14.76818409,0.534277398,58930.78624
2587,21,F,Joshuatown,Medium,Radiation protection practitioner,Bachelor,Divorced,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,7,FALSE,FALSE,0.097001045,5,9,143,965.5873789,137995,2021-03-05,2023-02-28,2.615154097,4.825905655,4.004359975,4,-63,2021-07-25,10,0.612745383,3.453763609,Neutral,Investment Analytics,Fees,Medium,37.07160031,563.9998173,610148,4.35336313,2022-12-25,Debit,2021-03-05 00:00:00,0.296251221,4.208348556,8.341149558,0.424065594,56204.44045
2588,43,M,South Jesus,Premium,Health and safety adviser,Bachelor,Divorced,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,90,3,TRUE,TRUE,0.807907033,19,9,909,308.4807222,279972,2022-03-28,2021-08-24,1.291449326,3.193242732,2.636602815,5,-10,2021-01-31,13,0.805218898,2.864787775,Negative,Investment Analytics,Customer Service,Low,1.786008276,692.2213731,22013,14.92525351,2023-12-05,Credit,2022-03-28 00:00:00,0.862163874,5.930074117,15.04323979,0.137074333,63670.14599
2589,44,M,West Rachelport,Medium,"Pharmacist, community",Master,Widowed,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,61,7,FALSE,TRUE,0.082708599,8,3,910,99.63700969,90090,2022-08-22,2022-07-06,4.11513912,3.011112951,2.820437506,4,81,2022-12-16,2,0.66189656,1.871136191,Positive,Budgeting Tools,Customer Service,High,14.76701364,175.2165356,68865,25.54047526,2023-10-24,Transfer,2022-08-22 00:00:00,0.38920397,9.699589434,1.668557005,0.900100706,27126.49816
2590,63,F,Port Joshuabury,Medium,Statistician,High School,Married,1,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,46,3,TRUE,FALSE,0.338544586,11,7,982,190.0201753,186580,2021-03-08,2021-05-05,1.686687997,1.412812087,3.620020914,5,-14,2022-04-02,6,0.766448688,3.550441837,Positive,Investment Analytics,App Issues,High,31.37352887,143.4071767,196852,8.910488893,2023-12-18,Transfer,2021-03-08 00:00:00,0.180201827,7.518715078,3.182868177,0.484656281,82640.88382
2591,81,Other,North Charleston,Premium,Corporate investment banker,Master,Married,3,Online,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,60,6,TRUE,TRUE,0.190383962,11,9,905,162.9378525,146610,2022-07-17,2022-10-14,4.594217465,4.821850887,3.992641419,5,41,2021-07-08,10,0.68889818,2.198656505,Negative,Mobile Deposit,Transaction Delays,High,63.73738079,502.779235,905456,17.28877945,2023-08-10,Debit,2022-07-17 00:00:00,0.872150726,3.695843293,11.24221105,0.382770843,37723.26197
2592,68,M,West James,Medium,"Engineer, broadcasting (operations)",PhD,Divorced,5,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,93,8,TRUE,TRUE,0.6643797,0,0,136,217.8021414,29512,2022-04-06,2023-08-10,1.696944921,4.165875375,2.488568856,3,44,2023-05-10,0,0.945071241,1.800034107,Positive,International Transfers,Customer Service,Medium,73.35994693,323.9642058,128351,4.675272417,2023-02-03,Debit,2022-04-06 00:00:00,0.756489653,2.26060357,13.69346451,0.733988578,4962.394194
2593,67,Other,Johnview,Premium,International aid/development worker,High School,Widowed,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,3,8,TRUE,TRUE,0.905570035,8,6,462,56.40912866,25872,2022-08-15,2023-04-14,3.969047522,1.012968948,4.11280269,6,-39,2021-05-16,8,0.712389385,2.797053698,Positive,International Transfers,,Medium,33.72251417,482.6619307,618649,4.63596929,2022-08-27,Debit,2022-08-15 00:00:00,0.23495696,5.30480958,19.13474804,0.945663144,82125.56053
2594,23,M,Lake Cassandra,Low,Insurance broker,High School,Single,4,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,1,6,TRUE,FALSE,0.746484556,9,8,117,205.7172872,23985,2021-12-11,2021-05-15,3.982578535,4.171711507,1.019726949,4,99,2021-08-19,8,0.91904082,3.406084073,Neutral,Investment Analytics,,Low,75.09915151,175.1548104,605530,18.07329096,2023-06-26,Transfer,2021-12-11 00:00:00,0.004020901,8.239742655,0.177617023,0.578254021,81958.47876
2595,76,F,Port Karen,Medium,Osteopath,High School,Married,4,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,22,2,TRUE,FALSE,0.774518448,16,6,583,941.9382172,548603,2023-07-26,2023-09-19,4.446724566,3.213364319,4.648361346,1,89,2023-09-02,16,0.520598265,2.729648233,Neutral,,,Medium,25.40982745,107.3755674,810109,28.34226218,2023-09-12,Debit,2023-07-26 00:00:00,0.637028882,0.248041645,0.591302277,0.814272788,12524.88573
2596,32,Other,Alanport,High,Theatre stage manager,PhD,Married,3,Referral,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,54,1,TRUE,FALSE,0.078502787,0,8,835,576.3269307,480960,2023-10-12,2021-03-01,3.085125496,1.398973222,3.383045916,6,90,2023-08-10,13,0.516398755,4.641810997,Neutral,Mobile Deposit,Customer Service,Low,79.8538039,968.1286221,451857,7.779244539,2023-12-22,Credit,2023-10-12 00:00:00,0.063643287,2.841479211,11.32801457,0.392598805,2807.611337
2597,47,M,Lynnfurt,High,Interpreter,Bachelor,Single,2,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,3,FALSE,FALSE,0.738961043,0,6,356,332.0097942,118192,2023-11-13,2023-04-15,2.610580317,3.805063306,3.262459998,8,37,2023-05-01,14,0.865262956,4.600284725,Negative,Budgeting Tools,App Issues,Medium,93.40017278,108.6164841,69866,20.49122919,2023-12-06,Credit,2023-11-13 00:00:00,0.095198572,2.092023417,4.554794778,0.35789664,85028.23657
2598,59,F,Underwoodtown,Medium,Chief Technology Officer,Bachelor,Single,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,3,FALSE,FALSE,0.062530545,9,1,23,791.620157,18193,2021-08-20,2022-04-24,1.388316684,3.664294652,3.244701446,1,42,2023-06-21,9,0.854831822,2.476981296,Negative,,,Medium,6.766073596,861.6136921,126067,23.51306077,2023-09-18,Transfer,2021-08-20 00:00:00,0.305056414,6.216663278,15.89417424,0.054780849,64473.70701
2599,54,F,Valdezberg,Premium,Animal nutritionist,PhD,Widowed,4,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,36,7,FALSE,TRUE,0.484206815,8,4,81,896.8890206,72576,2021-08-22,2021-02-08,4.339101483,3.72801883,1.159665696,3,85,2021-10-03,15,0.51170073,1.845507914,Positive,Investment Analytics,Transaction Delays,Medium,71.04988939,466.5077969,393760,7.755166086,2023-02-17,Transfer,2021-08-22 00:00:00,0.897542379,4.679924461,5.189447641,0.646555261,65792.88878
2600,59,F,Perezborough,Medium,"Accountant, chartered certified",PhD,Single,5,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,10,4,FALSE,TRUE,0.691944601,8,3,809,80.02491603,64720,2022-07-03,2022-07-06,2.66830543,4.502517439,4.797672755,5,50,2021-01-02,11,0.743864141,4.600857526,Neutral,Mobile Deposit,,Low,10.59536959,452.2692638,827387,7.227001952,2022-07-28,Debit,2022-07-03 00:00:00,0.570885517,5.475024479,15.6028494,0.335051849,1437.881915
2601,52,Other,Hallshire,High,"Engineer, civil (contracting)",Master,Single,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,2,FALSE,TRUE,0.254734702,4,9,89,350.8660894,31150,2023-01-22,2021-07-27,4.956499041,4.040347361,4.056467441,7,-67,2022-09-30,19,0.524748777,2.666442416,Positive,Mobile Deposit,Transaction Delays,Low,17.56044118,443.27556,514395,24.13002214,2023-07-03,Credit,2023-01-22 00:00:00,0.495749375,4.105911149,5.225113316,0.942875489,85219.3575
2602,23,Other,Sharpmouth,Medium,Adult guidance worker,Master,Single,4,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,2,FALSE,FALSE,0.682568179,1,7,855,820.4239487,701100,2021-03-27,2022-05-20,2.195463738,4.643935316,3.863080666,9,50,2023-09-03,9,0.583331289,2.242519661,Neutral,International Transfers,Transaction Delays,Medium,74.46300181,55.16263427,337893,2.125795034,2021-04-26,Transfer,2021-03-27 00:00:00,0.012075324,4.422661662,4.659553754,0.963694142,28004.12021
2603,35,F,Latoyamouth,Medium,"Programmer, systems",Bachelor,Divorced,4,Referral,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,14,7,TRUE,TRUE,0.880530722,13,9,459,611.0593612,280449,2023-06-23,2021-09-15,2.752294773,2.528459742,3.804479627,10,-79,2023-08-20,5,0.981399521,4.833041408,Positive,,Fees,Low,14.18282004,65.40823526,940400,9.765924573,2023-07-11,Credit,2023-06-23 00:00:00,0.364234241,5.389807248,7.070949768,0.18098671,96767.5155
2604,46,Other,South Kayla,Premium,Operations geologist,PhD,Single,3,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,66,8,TRUE,FALSE,0.877965544,11,8,800,685.4597486,548000,2022-03-24,2022-09-16,2.665849687,3.248708698,3.174565684,8,69,2022-06-11,18,0.670079915,2.971090973,Positive,Investment Analytics,Transaction Delays,Low,45.02459569,128.5964806,712961,15.70737328,2023-01-15,Transfer,2022-03-24 00:00:00,0.895284177,6.182875859,14.39869483,0.883948958,90881.60089
2605,76,M,Clarkmouth,Premium,"Education officer, environmental",Master,Married,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,29,5,TRUE,TRUE,0.192103826,15,8,885,563.9707609,498255,2023-05-21,2023-04-14,2.910760824,4.943211367,3.490719824,2,56,2021-09-20,8,0.734672173,4.496962148,Negative,,Fees,Low,24.78745682,752.2199076,166624,8.07328066,2023-06-21,Transfer,2023-05-21 00:00:00,0.451498843,5.187749173,4.568994503,0.307388911,62552.75175
2606,64,F,West Donberg,Medium,"Accountant, chartered certified",PhD,Widowed,2,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,56,2,TRUE,TRUE,0.274515531,15,2,705,91.37766408,64155,2021-07-29,2023-07-03,1.890428686,3.36056726,4.697645634,9,76,2022-10-24,18,0.841317668,1.036769711,Neutral,Budgeting Tools,Transaction Delays,High,55.09958341,272.5337818,271262,3.05955649,2023-09-28,Debit,2021-07-29 00:00:00,0.581086262,7.02606634,4.598979089,0.772836608,34993.31058
2607,34,F,Sherrytown,Low,Merchant navy officer,PhD,Widowed,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,61,3,FALSE,TRUE,0.666037744,8,2,539,852.2849716,459228,2022-05-22,2021-06-21,2.095000445,2.689600945,2.442111556,2,44,2023-01-19,18,0.960168806,1.219066446,Positive,International Transfers,,Medium,86.87531372,654.9242851,973318,26.92509422,2023-08-16,Transfer,2022-05-22 00:00:00,0.060288351,0.602562301,6.651748145,0.669291713,64200.6539
2608,39,Other,Cochranstad,Low,Health promotion specialist,Bachelor,Widowed,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,86,1,FALSE,FALSE,0.841315603,18,4,988,245.9722162,242060,2022-09-02,2023-10-22,2.842067615,2.868704189,3.390713695,10,55,2021-07-17,6,0.574413176,2.915524119,Positive,,App Issues,Low,70.72094245,363.091743,202447,13.56568831,2022-10-27,Credit,2022-09-02 00:00:00,0.575682163,4.774281084,18.15440613,0.764131772,84407.79522
2609,54,F,Jeremiahchester,Medium,Landscape architect,Bachelor,Divorced,1,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,4,TRUE,FALSE,0.455218692,19,1,999,112.1883013,111888,2021-03-08,2022-02-21,4.083992098,3.95494527,2.561520798,6,67,2023-09-06,8,0.613428849,3.608361419,Neutral,Investment Analytics,Transaction Delays,Low,35.36205546,745.4988002,173617,4.913463196,2023-05-10,Transfer,2021-03-08 00:00:00,0.002322693,4.765440253,2.399587026,0.286243644,9357.30984
2610,66,M,Farmerside,Low,Theatre stage manager,PhD,Married,4,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,64,7,FALSE,TRUE,0.922199992,19,3,730,346.1074883,252580,2023-07-11,2021-10-19,3.978102902,2.460650171,1.474959714,4,21,2023-10-07,16,0.779812162,2.916433625,Negative,,,Low,11.46347175,871.4887376,11540,29.1376646,2023-10-03,Credit,2023-07-11 00:00:00,0.217276614,0.866044721,18.37457366,0.927454571,79127.03175
2611,30,Other,Marktown,Medium,Museum education officer,High School,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,9,FALSE,FALSE,0.574614547,18,2,832,747.876075,621504,2022-06-23,2023-02-04,1.737975203,1.192437907,1.578044493,10,-78,2022-02-06,17,0.830462892,2.895588422,Positive,,App Issues,Medium,91.51373555,479.5470869,165489,27.16125149,2023-10-30,Debit,2022-06-23 00:00:00,0.537938328,5.586839267,5.500749563,0.587840189,98735.64146
2612,51,Other,East Ericmouth,Medium,Primary school teacher,High School,Married,2,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,2,3,FALSE,FALSE,0.261947558,9,5,585,881.1545545,515385,2022-12-15,2021-12-11,3.125776963,4.658480854,1.258562777,8,71,2021-09-15,7,0.717553719,2.321238687,Positive,International Transfers,Fees,Medium,32.57169933,58.81618857,41506,8.248689915,2023-09-23,Credit,2022-12-15 00:00:00,0.319700794,8.815383089,12.68332634,0.13367734,45618.1178
2613,70,F,Bairdborough,High,Cabin crew,PhD,Widowed,5,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,8,4,TRUE,TRUE,0.019965955,10,0,478,653.9971289,312134,2021-06-28,2022-05-18,3.089208217,2.927603112,2.559818499,4,-100,2022-03-26,12,0.826629054,2.825207108,Positive,Investment Analytics,Transaction Delays,Low,98.41864487,699.7118755,497943,1.122369279,2023-02-14,Debit,2021-06-28 00:00:00,0.741731988,7.601957118,4.266652241,0.017311749,20686.17256
2614,68,F,Brownfurt,Low,Learning disability nurse,Bachelor,Single,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,6,TRUE,FALSE,0.807358795,19,4,323,364.5123309,117572,2023-06-19,2023-05-18,3.28322635,3.075098598,2.39680124,9,-59,2023-11-21,8,0.505711263,4.334132816,Neutral,Investment Analytics,Customer Service,Medium,36.92570286,426.6927553,711870,9.723135508,2023-08-06,Debit,2023-06-19 00:00:00,0.318481311,2.299758244,2.882269619,0.490848441,21540.5427
2615,20,F,South Daniel,Medium,Advertising account planner,High School,Widowed,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,76,1,FALSE,FALSE,0.092804148,4,3,875,730.897573,638750,2021-08-29,2023-07-15,2.258555405,2.447812701,1.495077227,2,-35,2021-09-23,7,0.598806371,4.045774833,Negative,,App Issues,Low,37.48952555,807.1519884,530154,3.078403996,2023-04-06,Debit,2021-08-29 00:00:00,0.297153244,0.693998566,4.471168996,0.574421238,88833.55623
2616,59,Other,Fowlerport,Medium,Armed forces training and education officer,Bachelor,Widowed,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,44,5,FALSE,TRUE,0.07844298,19,0,479,768.8546066,367872,2022-05-01,2021-03-27,3.872739712,4.680458578,2.796363079,4,-84,2021-10-20,12,0.918509827,1.91787597,Positive,Investment Analytics,Customer Service,High,38.24855294,917.6766001,453480,13.13409663,2022-07-11,Transfer,2022-05-01 00:00:00,0.005740083,9.080106769,9.310767097,0.586121231,96653.64637
2617,49,F,East Damonside,High,Press photographer,High School,Widowed,2,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,94,5,FALSE,FALSE,0.77713331,15,3,693,923.8047686,639639,2022-03-06,2021-01-03,2.121538265,1.738365802,1.852144184,7,-3,2022-04-07,12,0.877950366,3.875200385,Positive,Mobile Deposit,,Medium,55.65398052,912.1682276,974489,16.95205753,2022-07-26,Transfer,2022-03-06 00:00:00,0.663996039,9.332930895,16.18298989,0.476465598,519.8833079
2618,68,M,North Margaret,Medium,Police officer,PhD,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,9,TRUE,TRUE,0.03164974,18,6,522,127.4383647,66294,2022-12-20,2023-08-10,2.315542904,2.562885904,1.40482094,2,-88,2021-06-18,16,0.817857557,3.736586666,Negative,Budgeting Tools,Fees,Medium,49.68941492,852.7161604,50908,1.793034162,2023-10-18,Credit,2022-12-20 00:00:00,0.598335456,1.493959791,1.882666041,0.61107304,69237.3321
2619,63,F,Johnsonborough,Medium,Newspaper journalist,Master,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,20,9,FALSE,TRUE,0.842760082,11,2,51,148.8397986,7548,2023-05-27,2022-08-16,1.76677975,2.517243094,2.287702296,1,34,2021-07-14,19,0.774376561,1.534626343,Positive,Mobile Deposit,App Issues,High,75.70714398,117.7898037,344850,29.34073443,2023-08-25,Debit,2023-05-27 00:00:00,0.35421032,8.071032321,16.84562542,0.372218143,16779.20451
2620,38,F,South Justinbury,High,"Pharmacist, hospital",Master,Widowed,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,1,FALSE,FALSE,0.598724632,16,4,672,442.0370586,297024,2021-12-06,2021-12-09,1.642230563,3.011553901,3.697027884,2,-75,2023-04-08,4,0.600088335,4.454063591,Positive,,Transaction Delays,Low,70.23535926,769.5032788,333657,14.91892982,2023-01-15,Transfer,2021-12-06 00:00:00,0.907956028,0.414669986,5.678940978,0.701626836,18308.30637
2621,61,Other,Donnaland,High,Geophysical data processor,Bachelor,Widowed,7,Referral,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,76,3,TRUE,TRUE,0.636545351,1,7,193,347.1072701,66971,2021-10-13,2021-01-02,4.52513168,4.876476902,1.148993486,2,85,2022-08-02,15,0.635876892,1.240603131,Negative,Budgeting Tools,Fees,Low,54.43561328,669.3052847,575752,19.60404915,2022-10-07,Transfer,2021-10-13 00:00:00,0.726222378,5.198391265,14.76026803,0.928520813,92054.70126
2622,28,F,Brownhaven,High,Chief Executive Officer,Bachelor,Single,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,4,FALSE,TRUE,0.938051074,8,2,558,774.5245183,431892,2022-02-28,2021-05-04,2.575930096,1.800864685,3.744441735,6,-9,2021-08-04,10,0.982114021,1.01873967,Positive,International Transfers,Fees,Medium,4.950642137,291.9812585,389394,7.944860574,2022-06-03,Debit,2022-02-28 00:00:00,0.035655722,5.832141518,8.825759983,0.77533707,73130.18466
2623,18,Other,East Markchester,Premium,"Buyer, retail",High School,Widowed,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,1,TRUE,TRUE,0.866691401,17,2,712,592.4401316,421504,2022-02-28,2023-09-15,4.022028872,3.540053914,1.570851128,3,-30,2022-05-27,17,0.50092485,4.221657832,Negative,Mobile Deposit,Fees,High,59.397956,231.7900813,234753,17.98487105,2023-08-29,Credit,2022-02-28 00:00:00,0.565159216,6.087723992,1.507208503,0.413633952,46392.83869
2624,80,F,Mooreville,High,"Administrator, Civil Service",PhD,Widowed,3,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,71,9,TRUE,FALSE,0.075995401,1,7,103,105.0531927,10815,2021-05-02,2022-07-14,4.034141575,3.231489153,4.634619154,7,26,2022-04-09,8,0.72058974,3.59207976,Negative,Budgeting Tools,Fees,Medium,51.02231115,909.7110144,487795,14.36824874,2022-10-29,Transfer,2021-05-02 00:00:00,0.167347307,9.172995819,3.092024027,0.441326405,94073.95447
2625,41,M,New Robert,High,"Nurse, learning disability",High School,Widowed,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,2,TRUE,TRUE,0.852985559,9,2,650,539.2302254,350350,2022-12-20,2022-05-29,3.283343708,2.049470649,1.390219355,4,22,2022-05-29,2,0.505141509,1.759869915,Neutral,Mobile Deposit,Customer Service,Medium,94.65597976,991.6398197,128439,25.67580102,2023-08-02,Transfer,2022-12-20 00:00:00,0.220129177,8.099943692,14.65328568,0.500435611,96219.45604
2626,30,M,South Stephanieborough,Low,Metallurgist,PhD,Widowed,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,5,FALSE,TRUE,0.667145033,8,1,856,292.7047844,249952,2023-12-27,2023-02-18,4.303601839,2.653453187,1.765549693,10,100,2022-01-14,9,0.671182507,3.89756372,Positive,,Transaction Delays,Low,60.25130196,786.4044337,91342,6.490852504,2023-12-27,Transfer,2023-12-27 00:00:00,0.918406925,3.996178339,0.733855391,0.002761929,50964.31977
2627,28,Other,Port Jamie,Medium,Hydrographic surveyor,PhD,Married,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,23,3,FALSE,FALSE,0.316773278,2,1,236,413.2315754,97468,2022-07-30,2022-12-21,1.0034418,2.689113779,1.91049993,2,-39,2022-09-09,2,0.66251864,4.517232131,Negative,Investment Analytics,Fees,Low,91.46140304,152.6020359,781912,0.093855448,2022-11-23,Credit,2022-07-30 00:00:00,0.884038945,5.067059998,2.256286869,0.544807737,97579.38647
2628,68,Other,Meyersfort,Medium,Chartered legal executive (England and Wales),Bachelor,Widowed,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,73,4,FALSE,TRUE,0.853360768,8,7,339,90.62321386,30510,2021-12-11,2022-03-12,1.646973747,1.926523068,3.653985047,10,-60,2022-11-05,4,0.557922156,1.705735397,Neutral,Mobile Deposit,Transaction Delays,Low,6.631943023,561.9732746,407207,5.396486006,2022-10-22,Debit,2021-12-11 00:00:00,0.70788917,6.15164836,4.177649575,0.697054505,69192.42758
2629,34,F,New Barbara,Medium,Chemical engineer,Master,Divorced,2,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,82,4,TRUE,TRUE,0.023298781,3,5,190,44.68092818,8360,2022-10-25,2023-11-12,4.416033904,2.93794247,4.244478038,2,2,2023-08-05,18,0.534714801,2.339711915,Negative,Budgeting Tools,,High,4.114256997,276.2991448,805811,6.7637191,2023-07-21,Credit,2022-10-25 00:00:00,0.026828846,8.870731926,6.730917742,0.026151659,19913.86945
2630,41,F,Brianahaven,Medium,Equality and diversity officer,Master,Widowed,1,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,63,2,FALSE,FALSE,0.837543831,12,9,117,965.6005785,112905,2022-08-23,2022-07-31,4.747193432,1.743042301,3.118162602,2,71,2023-12-01,12,0.926077291,4.286662708,Negative,Investment Analytics,Customer Service,Medium,54.40916419,278.0018229,65929,13.17938231,2023-03-30,Credit,2022-08-23 00:00:00,0.518746623,1.183424516,7.265641398,0.171654869,61601.14421
2631,36,M,Hilltown,Medium,Herbalist,Bachelor,Married,2,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,34,2,FALSE,TRUE,0.620190918,18,2,71,744.3030565,52824,2022-08-16,2021-04-04,3.043947805,1.825895879,3.97663494,4,-93,2023-11-25,3,0.662095316,4.048684871,Negative,Mobile Deposit,Customer Service,Medium,29.23142475,140.9763819,700393,11.29856888,2022-09-05,Transfer,2022-08-16 00:00:00,0.029903326,1.947188201,12.42219905,0.271782536,36707.2646
2632,54,F,South Caleb,High,Accommodation manager,Master,Divorced,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,8,TRUE,FALSE,0.261167805,11,9,969,656.6574765,635664,2022-07-02,2021-11-27,3.773090992,4.396052949,4.549859974,8,-38,2022-07-01,4,0.779844705,3.424929952,Negative,Investment Analytics,Transaction Delays,Low,76.4125247,182.4619436,129846,8.241711744,2022-08-28,Credit,2022-07-02 00:00:00,0.166797621,1.312703874,5.769717341,0.851878061,84830.67556
2633,25,M,Jacobsbury,Medium,Product manager,Bachelor,Divorced,5,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,38,2,TRUE,TRUE,0.005957094,11,9,822,679.572174,558138,2023-11-20,2023-12-30,1.624566947,4.735266943,3.44252334,10,-94,2021-09-27,16,0.878456726,2.558664346,Negative,,,High,94.8322572,447.0507012,254481,8.703273162,2023-12-31,Credit,2023-11-20 00:00:00,0.836811678,1.746409693,0.008164095,0.999226601,69121.49335
2634,45,Other,Reneefort,Medium,Special educational needs teacher,High School,Widowed,7,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,54,7,FALSE,FALSE,0.52132518,14,0,992,641.2734254,635872,2021-07-15,2021-05-24,3.685719561,2.558573285,2.241793263,3,-31,2022-11-03,1,0.769379793,2.662060994,Negative,International Transfers,Fees,Low,16.48109151,116.760204,91891,6.154442779,2022-07-19,Debit,2021-07-15 00:00:00,0.902082182,7.055283944,13.79940341,0.858712812,17139.60988
2635,22,F,Fordton,Premium,Jewellery designer,PhD,Widowed,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,1,TRUE,TRUE,0.422256376,11,5,723,385.4835598,278355,2021-10-05,2022-09-08,3.59741916,1.041796748,1.612414288,6,-91,2023-05-15,10,0.718689671,2.729601242,Neutral,International Transfers,Customer Service,Medium,92.26783588,157.5971644,144547,2.299428695,2023-12-06,Transfer,2021-10-05 00:00:00,0.844020478,3.956837899,14.23663976,0.051554536,36841.57855
2636,34,Other,West Debbiemouth,Medium,Chiropodist,Master,Married,2,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,61,1,FALSE,FALSE,0.862547769,1,8,935,502.8182792,469370,2023-04-23,2021-07-03,1.43847116,4.561091436,3.354844153,4,54,2023-02-07,2,0.744569731,4.697557175,Negative,Investment Analytics,,High,64.19830737,132.2511203,740156,23.25082989,2023-05-04,Debit,2023-04-23 00:00:00,0.288034973,6.820281355,0.376976121,0.986484804,43326.1465
2637,53,F,Isabellaport,Medium,Oceanographer,Master,Divorced,1,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,38,3,FALSE,FALSE,0.787915425,11,5,797,926.0159759,738022,2021-05-02,2023-03-21,4.132337173,4.16497189,4.345750757,2,-17,2021-10-25,9,0.917720828,3.088678914,Positive,Budgeting Tools,,High,69.24790467,305.0352059,925630,1.046584046,2021-05-06,Transfer,2021-05-02 00:00:00,0.321210785,3.88777015,8.358253295,0.584738826,34784.66435
2638,36,M,Austinburgh,Medium,Visual merchandiser,High School,Divorced,2,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,19,3,FALSE,FALSE,0.589657897,6,0,272,377.1267267,102544,2022-07-22,2021-09-09,1.134319823,2.663907743,1.761465601,3,-98,2021-03-12,0,0.765390141,3.042843088,Positive,,Customer Service,Low,30.32096244,961.1444065,914365,18.78687842,2023-01-26,Transfer,2022-07-22 00:00:00,0.857593331,7.651228275,0.806625061,0.190044654,72758.7991
2639,81,Other,Wrightchester,High,"Therapist, art",High School,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,55,9,TRUE,TRUE,0.150849039,6,5,231,199.2738771,45969,2021-09-17,2021-10-14,4.919993122,3.477778076,4.997912695,4,57,2023-02-28,6,0.591983177,2.465852309,Positive,,App Issues,Low,49.88913186,55.53290323,74730,25.85762881,2022-06-12,Debit,2021-09-17 00:00:00,0.461731854,6.865437527,7.099269757,0.519120568,16473.48574
2640,28,Other,Cruzburgh,Medium,Geophysical data processor,Master,Widowed,7,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,95,2,FALSE,FALSE,0.726124008,17,8,940,63.60912984,59220,2021-09-29,2022-07-27,4.864286489,4.656337892,1.50838488,9,-6,2021-04-09,12,0.592902235,3.555414537,Neutral,International Transfers,Fees,Low,79.55198122,255.4864837,528251,11.25697632,2022-07-02,Debit,2021-09-29 00:00:00,0.190410553,0.986335411,9.483030794,0.746389485,57677.08705
2641,71,F,South Hollyton,High,Water engineer,Master,Single,1,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,65,4,TRUE,FALSE,0.59362242,11,5,451,267.863737,120417,2022-05-27,2023-06-04,4.147636607,4.950300135,1.156367837,5,-80,2022-02-10,5,0.750715081,3.214793913,Positive,Budgeting Tools,App Issues,Low,79.6661366,899.1540731,222776,18.13726274,2022-11-28,Debit,2022-05-27 00:00:00,0.7349168,2.761843662,19.87342055,0.689103878,4936.834867
2642,62,Other,Port Eric,Low,"Psychotherapist, child",Bachelor,Single,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,14,3,FALSE,TRUE,0.022543342,17,2,709,139.7995487,98551,2021-10-27,2022-03-08,2.947809059,2.863895003,3.743738439,7,-17,2022-01-09,10,0.60087428,3.617621965,Neutral,Investment Analytics,,High,76.93042852,99.52131874,639132,18.78160832,2023-04-15,Credit,2021-10-27 00:00:00,0.742512595,4.387741293,7.327194604,0.496933632,74915.43041
2643,64,M,Elizabethland,Medium,Architectural technologist,Bachelor,Divorced,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,73,7,TRUE,TRUE,0.761807007,5,1,454,654.4408366,296916,2022-10-22,2023-10-31,2.192398302,2.876554278,2.460223959,1,-66,2021-01-30,14,0.895562535,4.76489337,Positive,Budgeting Tools,,Low,67.34041158,804.6928975,457069,3.618253956,2023-06-07,Debit,2022-10-22 00:00:00,0.432646971,6.15606649,4.995484526,0.489898363,47485.37577
2644,29,Other,South Robert,Medium,"Scientist, research (medical)",Master,Divorced,7,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,20,6,TRUE,FALSE,0.831720523,7,7,785,244.1926238,191540,2022-05-22,2022-10-14,2.356235626,4.484547315,3.6817358,1,-49,2021-10-20,18,0.936880067,4.220555688,Positive,Mobile Deposit,Fees,Low,41.99101238,69.47389046,85314,6.658551898,2023-12-17,Debit,2022-05-22 00:00:00,0.475571042,5.736903993,12.39733911,0.829683903,47131.90526
2645,38,Other,West Charlesville,High,Volunteer coordinator,Bachelor,Widowed,2,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,78,9,FALSE,TRUE,0.774494091,16,1,721,338.9467357,243698,2023-03-16,2022-12-03,1.412527654,3.9831948,1.724001121,6,45,2021-03-11,7,0.580643606,1.251355068,Negative,Investment Analytics,Customer Service,Low,36.63064235,242.2025159,195682,6.263809018,2023-11-22,Debit,2023-03-16 00:00:00,0.43709921,4.244697163,1.830388133,0.943659116,83453.0436
2646,28,F,Robertburgh,High,"Administrator, local government",High School,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,8,FALSE,FALSE,0.176330549,14,6,996,104.7475448,103584,2023-09-30,2022-06-20,3.900791677,4.184493002,1.747134802,7,87,2022-05-03,16,0.719481338,4.933459416,Negative,,App Issues,Medium,4.533422605,875.5632493,237597,3.342902588,2023-11-13,Debit,2023-09-30 00:00:00,0.022069586,1.441573047,3.385970472,0.62820251,83598.31832
2647,22,Other,Jaredton,High,Mental health nurse,PhD,Divorced,1,Online,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,34,2,TRUE,FALSE,0.502500561,11,2,554,441.1784903,244314,2021-10-19,2023-07-17,4.843396412,3.475963805,3.009380485,1,-73,2021-11-28,1,0.875072594,1.976973672,Positive,Investment Analytics,Fees,High,89.78831005,15.9519234,365993,19.89116099,2023-08-04,Credit,2021-10-19 00:00:00,0.450206369,4.581623059,8.356000408,0.816398622,23241.84793
2648,73,F,Johnsonmouth,High,"Surveyor, planning and development",Bachelor,Widowed,6,Marketing,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,4,3,TRUE,FALSE,0.527281622,6,4,96,955.2845874,91680,2022-07-05,2022-07-14,1.955373453,2.459652734,4.781083369,4,-23,2023-03-24,5,0.541836402,3.573331842,Positive,International Transfers,Fees,Medium,73.55394872,473.5117362,842956,13.82993327,2023-10-22,Credit,2022-07-05 00:00:00,0.496254239,9.787047516,6.900206286,0.607225583,64779.74352
2649,37,F,Cooperfurt,Medium,"Engineer, broadcasting (operations)",PhD,Single,4,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,55,1,FALSE,FALSE,0.934354444,12,2,503,444.5578465,223332,2023-04-29,2022-05-19,4.911096365,1.76322456,2.501604431,6,11,2022-10-23,11,0.797137358,3.482719212,Negative,Budgeting Tools,Customer Service,Low,39.79991501,734.8308558,841601,11.20294182,2023-05-11,Debit,2023-04-29 00:00:00,0.480598575,3.796089345,4.985941929,0.098438769,42182.47939
2650,58,Other,South Benjamin,High,Planning and development surveyor,Bachelor,Married,5,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,82,8,TRUE,FALSE,0.925603876,11,2,759,753.6730312,571527,2023-02-08,2022-10-21,2.811967124,4.811414077,1.291609074,2,99,2021-01-24,0,0.775066253,1.179636917,Positive,Mobile Deposit,Fees,High,6.178660251,348.7865824,830563,25.95007522,2023-12-25,Debit,2023-02-08 00:00:00,0.388533318,9.054186754,4.922099055,0.745439758,10938.17119
2651,63,M,Dannyberg,Medium,Personnel officer,Master,Divorced,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,2,FALSE,TRUE,0.062279439,15,6,296,574.3211557,169904,2023-07-15,2022-12-01,1.560689263,1.608262454,3.948773829,9,-43,2023-09-12,18,0.888561903,4.946438948,Negative,,App Issues,Low,25.24989211,190.3201876,447700,28.43577698,2023-09-12,Credit,2023-07-15 00:00:00,0.479885772,4.633326331,4.560996721,0.594807402,66546.68456
2652,29,F,Ellenmouth,High,Sports therapist,Bachelor,Married,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,52,4,FALSE,FALSE,0.999197215,18,6,270,324.4885706,87480,2021-06-04,2022-03-08,4.088452015,2.790557229,4.688898528,10,12,2023-09-18,6,0.976372912,2.722642858,Negative,Investment Analytics,Transaction Delays,Medium,67.87878669,72.02445407,200141,14.70803646,2023-03-23,Transfer,2021-06-04 00:00:00,0.322841485,0.236325956,9.310358596,0.562681637,93874.33677
2653,34,Other,Murrayland,Medium,"Engineer, electrical",PhD,Single,5,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,2,FALSE,TRUE,0.786689986,9,6,672,941.9959519,632352,2021-07-10,2023-07-31,4.320292841,2.911165467,2.452820236,2,92,2022-12-06,1,0.743401078,4.243627098,Neutral,Budgeting Tools,App Issues,Low,76.44928028,879.1910403,67382,25.31007492,2021-07-27,Credit,2021-07-10 00:00:00,0.672623956,8.046480538,18.20000879,0.035632754,41489.41641
2654,36,F,Lake Stephanie,Low,Hospital pharmacist,PhD,Widowed,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,57,2,FALSE,FALSE,0.375531624,15,3,427,523.0166898,223321,2023-04-06,2022-11-04,2.351100381,4.562242238,2.82827877,10,32,2022-01-20,3,0.640947528,2.533694233,Neutral,,,Medium,93.05888121,768.2852949,701737,27.43251012,2023-06-17,Transfer,2023-04-06 00:00:00,0.31292858,4.484483405,4.805901511,0.672025654,76797.55222
2655,43,M,South Lori,Medium,"Surveyor, building",Master,Widowed,5,Online,New,FALSE,FALSE,FALSE,FALSE,TRUE,1,41,3,FALSE,FALSE,0.743282503,11,7,998,774.3200112,772452,2023-11-22,2021-02-02,4.86780428,3.84038965,4.805846437,5,87,2023-04-11,17,0.523824609,2.494751482,Neutral,Investment Analytics,App Issues,High,73.98754251,680.2804083,694514,9.31569267,2023-12-29,Debit,2023-11-22 00:00:00,0.908135906,9.260053744,9.143934383,0.994639975,50538.3253
2656,65,M,East Mary,Medium,Counsellor,PhD,Single,2,Online,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,99,5,TRUE,FALSE,0.376650091,2,8,461,131.250537,60391,2022-07-24,2021-10-01,3.145428071,1.962052,3.992168056,1,82,2023-07-15,13,0.910455357,3.662022267,Positive,Investment Analytics,App Issues,High,65.77037567,803.1060768,184271,0.655819698,2023-02-09,Debit,2022-07-24 00:00:00,0.287080806,6.814980749,7.550427941,0.459190657,42799.82598
2657,69,F,East Kellyside,Medium,Multimedia programmer,Master,Married,3,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,17,8,TRUE,FALSE,0.936279236,3,0,943,234.38007,220662,2023-01-26,2021-01-05,1.128518037,1.801711003,3.676518963,6,-32,2022-03-16,16,0.58869053,2.364397863,Negative,,,Low,92.27346464,548.3129363,942027,21.76372673,2023-02-04,Credit,2023-01-26 00:00:00,0.009253166,9.353081837,15.17788672,0.385006737,69173.03372
2658,72,M,Jacksontown,High,Social researcher,Master,Widowed,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,5,2,TRUE,TRUE,0.37811318,0,6,663,458.5124763,303654,2023-07-21,2023-09-03,2.378701922,4.788535627,1.513918573,3,87,2023-07-18,18,0.926832888,2.720616101,Negative,International Transfers,Transaction Delays,Medium,35.73785216,865.1709555,799589,8.958702598,2023-08-21,Debit,2023-07-21 00:00:00,0.624386658,8.556377253,6.715239454,0.703853526,64188.36408
2659,50,Other,Ericstad,Low,Tax inspector,PhD,Divorced,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,3,5,FALSE,FALSE,0.766098316,3,7,60,771.8008586,46260,2023-09-27,2021-01-09,4.063735166,1.174487175,3.325264551,6,45,2022-06-23,5,0.808120142,2.900406112,Negative,Budgeting Tools,,Medium,84.97979351,509.4504269,162059,0.701475335,2023-10-10,Transfer,2023-09-27 00:00:00,0.001205336,1.486789244,8.624230468,0.56332122,20958.75801
2660,79,Other,East Jennifer,Medium,Systems analyst,High School,Married,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,68,4,FALSE,TRUE,0.155274226,3,1,12,817.6474984,9804,2022-11-02,2021-01-20,1.795151314,4.579412096,4.440224271,9,-66,2023-06-20,3,0.585056495,2.725885895,Positive,,App Issues,High,73.98055812,398.5726514,988786,12.01154687,2023-11-11,Transfer,2022-11-02 00:00:00,0.799358774,8.140209408,0.265493842,0.258497346,71444.65909
2661,40,F,South Heather,High,Wellsite geologist,PhD,Married,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,13,3,TRUE,TRUE,0.852317607,2,5,598,978.0520529,584844,2021-01-06,2021-12-22,1.5266628,1.872113266,3.90607016,8,95,2021-08-30,15,0.739478601,2.236000933,Negative,Investment Analytics,Transaction Delays,Low,43.0980352,530.031126,403065,14.45898064,2021-11-09,Credit,2021-01-06 00:00:00,0.294156873,6.658119198,0.165605594,0.725728966,71702.68121
2662,32,M,South Hannahmouth,Medium,Ophthalmologist,PhD,Divorced,3,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,40,6,TRUE,TRUE,0.620443874,17,4,990,951.229135,941490,2021-07-10,2023-04-27,3.45535502,1.359932527,1.464644104,2,-8,2022-07-27,9,0.81772706,4.175084017,Neutral,Mobile Deposit,Transaction Delays,Low,58.24933291,971.3016561,95222,11.82552041,2022-06-23,Credit,2021-07-10 00:00:00,0.839055623,2.380483148,9.083621499,0.886717739,68237.09346
2663,44,Other,New Adamfurt,High,"Designer, jewellery",Bachelor,Single,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,46,9,FALSE,FALSE,0.807600596,17,3,629,428.5996196,269212,2023-07-28,2023-09-29,2.195696759,2.135825276,3.685229972,9,-21,2023-11-20,10,0.80425271,4.208598569,Neutral,Budgeting Tools,App Issues,Medium,20.29144677,675.9973881,526101,8.279687619,2023-07-31,Credit,2023-07-28 00:00:00,0.719029769,7.977135788,4.135037687,0.547727866,76936.78354
2664,81,Other,East Nicholas,Medium,Network engineer,PhD,Widowed,7,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,96,8,TRUE,TRUE,0.417959391,7,3,58,536.5931647,31088,2023-01-04,2023-03-16,3.454390332,3.208828062,4.219191615,1,-81,2022-11-22,11,0.509602935,4.109152366,Neutral,Investment Analytics,Customer Service,High,10.23754539,180.1080834,254663,25.73357272,2023-02-05,Transfer,2023-01-04 00:00:00,0.094941288,3.389587041,13.44997491,0.791390218,63893.43149
2665,68,Other,East Christopher,Premium,Training and development officer,Bachelor,Married,5,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,52,2,TRUE,TRUE,0.34631503,7,9,790,35.22526556,27650,2021-05-10,2021-06-16,2.261741513,4.442610875,2.526634207,3,96,2022-11-22,3,0.794268552,1.081373351,Negative,,Customer Service,Low,29.38564567,440.1228973,207845,15.26563551,2023-02-28,Transfer,2021-05-10 00:00:00,0.146275384,0.411823238,13.7314249,0.23910522,6149.026805
2666,70,F,Johnsontown,Medium,Psychiatric nurse,Bachelor,Widowed,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,20,1,TRUE,FALSE,0.532622043,6,5,704,494.3817794,347776,2023-12-31,2021-06-08,4.085054272,3.706366346,4.016376335,10,-37,2022-01-17,15,0.955101904,3.071033291,Positive,Budgeting Tools,Transaction Delays,Medium,32.12331008,720.8166794,674620,23.70201057,2023-12-31,Transfer,2023-12-31 00:00:00,0.566816134,1.074150382,8.092974575,0.306041518,57167.00761
2667,68,F,Loriland,Low,"Administrator, local government",PhD,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,8,FALSE,FALSE,0.388188883,7,0,330,46.57710122,15180,2023-03-26,2021-03-05,2.686402478,4.092596948,3.849001343,10,13,2022-06-07,14,0.815692218,4.232496745,Neutral,International Transfers,,High,54.91175515,425.0339797,365435,10.11359454,2023-04-13,Transfer,2023-03-26 00:00:00,0.844753369,2.9974594,9.312468005,0.132163486,68324.53777
2668,64,Other,North Laura,Medium,"Secretary, company",Master,Married,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,65,5,TRUE,FALSE,0.514147646,15,0,396,23.05580514,9108,2022-03-23,2023-07-01,4.944753781,4.655177708,2.329909887,4,56,2022-11-30,8,0.784218812,1.026733696,Positive,Mobile Deposit,App Issues,High,14.7860889,675.9122116,677021,9.10224025,2023-08-10,Transfer,2022-03-23 00:00:00,0.527810574,3.375745969,2.410102788,0.267428906,27723.60664
2669,21,Other,Lake Gary,Low,Facilities manager,High School,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,14,2,FALSE,FALSE,0.430646577,2,3,356,560.5953669,199360,2023-05-30,2021-09-10,2.49899482,1.021993639,3.96914614,5,91,2023-09-26,3,0.878128117,1.952448264,Neutral,Investment Analytics,Customer Service,High,15.63958013,48.70317164,550262,24.02932083,2023-08-08,Credit,2023-05-30 00:00:00,0.248777834,6.332546824,19.40950181,0.088507309,78873.65443
2670,24,M,Huntmouth,Premium,"Solicitor, Scotland",PhD,Married,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,1,FALSE,FALSE,0.1966434,14,2,476,898.6130884,427448,2022-03-10,2022-12-24,1.586132117,3.604365652,3.558519305,7,-100,2023-07-24,3,0.761712296,3.115498537,Neutral,Mobile Deposit,Customer Service,Medium,7.039360546,406.5360516,144040,27.24945325,2022-09-01,Debit,2022-03-10 00:00:00,0.547777607,5.877768741,12.82753146,0.347379472,86531.93274
2671,52,M,Annaborough,Low,Police officer,PhD,Single,3,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,98,8,TRUE,FALSE,0.976628951,17,4,855,965.2908334,825075,2023-10-11,2023-02-10,3.540498834,2.541815401,2.248059773,3,92,2021-07-17,18,0.87128002,2.515378178,Positive,International Transfers,,Low,98.49470232,312.9918118,752044,21.85558707,2023-12-23,Transfer,2023-10-11 00:00:00,0.370126673,8.84542261,17.29482667,0.603151171,62566.08865
2672,65,M,New Randall,Medium,"Surveyor, insurance",Master,Divorced,1,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,44,8,TRUE,TRUE,0.01608534,10,9,792,736.6007459,582912,2022-07-04,2023-01-04,3.914553674,3.451574331,3.144434919,6,-58,2022-12-03,1,0.586870457,4.150471602,Neutral,,,High,39.78260214,610.4001196,646128,10.16898851,2022-07-27,Transfer,2022-07-04 00:00:00,0.904303635,4.050372392,10.06091214,0.681563291,20473.38415
2673,62,F,Martinezborough,Medium,"Surveyor, building control",Bachelor,Single,5,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,83,6,TRUE,TRUE,0.925647413,1,9,988,749.9527184,740012,2022-10-24,2023-03-04,2.378156606,1.21145258,2.827545498,8,99,2023-11-30,10,0.960090847,3.218380044,Neutral,Budgeting Tools,App Issues,High,17.85673726,116.7256085,239083,28.19798357,2023-05-17,Debit,2022-10-24 00:00:00,0.1694665,5.787942963,4.397596221,0.736427578,38102.75662
2674,36,Other,West Marcustown,High,"Scientist, product/process development",Master,Single,3,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,64,5,TRUE,TRUE,0.827393965,18,4,456,447.4521583,203832,2022-08-04,2021-12-29,3.98354556,1.60153726,1.202206581,5,-4,2022-06-23,2,0.717488447,3.79324039,Negative,Mobile Deposit,,Medium,94.84546025,458.3225476,110127,22.40037346,2023-07-22,Debit,2022-08-04 00:00:00,0.336800806,7.622099534,5.53238199,0.579273024,49359.24199
2675,80,F,Valdeztown,Medium,Systems developer,Master,Married,7,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,45,5,TRUE,FALSE,0.420903449,15,0,532,570.8910342,303240,2022-11-23,2021-01-18,2.365928516,3.871813998,3.731939105,1,68,2021-05-10,10,0.69129868,1.120245853,Positive,Investment Analytics,Transaction Delays,Medium,8.708004203,604.4457518,742335,18.37333768,2023-02-07,Debit,2022-11-23 00:00:00,0.052235544,9.010233313,3.849398778,0.913614129,83285.72599
2676,55,Other,Lewisbury,Premium,Commissioning editor,Bachelor,Widowed,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,6,TRUE,TRUE,0.322097008,5,4,643,588.2692632,378084,2021-09-25,2021-09-13,1.388615434,4.525834232,1.545487574,5,13,2023-01-19,5,0.87246537,1.54707598,Positive,International Transfers,Transaction Delays,Medium,7.836208637,99.62705697,512630,15.57373044,2022-03-29,Transfer,2021-09-25 00:00:00,0.500923321,2.805491965,10.39940198,0.191218377,65550.9971
2677,84,M,Lake Lisastad,Low,Public house manager,PhD,Widowed,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,5,FALSE,TRUE,0.164686435,8,5,711,79.17002693,56169,2023-09-21,2023-08-06,1.332795739,2.990400249,1.969056906,3,-5,2023-05-24,1,0.793381813,3.030628447,Positive,International Transfers,Transaction Delays,Medium,99.94358937,527.0217686,999208,19.03039336,2023-10-11,Credit,2023-09-21 00:00:00,0.127657808,9.578702566,6.004421293,0.286834044,33212.01164
2678,76,M,North Nicolechester,Low,Seismic interpreter,Master,Single,6,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,16,2,FALSE,FALSE,0.133059783,14,3,535,55.17277253,29425,2022-12-05,2023-01-29,2.906264906,1.77527765,4.832988179,4,3,2021-02-22,14,0.621106403,4.295483662,Negative,Budgeting Tools,Customer Service,Medium,46.50135995,747.5458059,687224,1.267287544,2023-03-31,Debit,2022-12-05 00:00:00,0.117201347,7.312738708,17.43693364,0.275559932,33306.80562
2679,30,M,Katrinafort,Medium,Radio producer,Master,Single,2,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,83,7,TRUE,FALSE,0.550918648,8,9,443,153.961894,67779,2021-04-10,2022-01-31,4.934445404,3.947141432,1.922999213,10,-83,2021-09-16,7,0.635524603,1.274199376,Negative,,Transaction Delays,Medium,45.09634671,576.1490851,924612,19.54156043,2023-08-29,Debit,2021-04-10 00:00:00,0.337816734,5.868264467,16.24614737,0.378179633,43295.83817
2680,64,M,Lake Amandashire,High,Volunteer coordinator,PhD,Married,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,19,4,TRUE,FALSE,0.105426704,9,1,355,796.8215069,282580,2021-04-05,2023-06-30,3.127643707,1.205713152,2.567446025,7,-93,2021-07-13,8,0.818658524,1.076571825,Positive,International Transfers,Transaction Delays,Medium,31.15141543,52.28481851,556364,8.633616994,2021-10-15,Debit,2021-04-05 00:00:00,0.987265553,5.002085863,9.946638176,0.470313914,81518.27345
2681,78,Other,West Susan,High,"Buyer, industrial",PhD,Single,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,3,7,FALSE,FALSE,0.47647136,1,9,545,565.6010026,307925,2021-07-23,2021-01-20,3.128711832,3.915816004,4.839650954,3,-76,2022-04-11,4,0.695348913,3.591353438,Positive,Investment Analytics,Transaction Delays,Medium,51.18770721,524.468095,469309,12.20624921,2022-09-13,Debit,2021-07-23 00:00:00,0.407397136,8.081980919,18.73530497,0.786888128,67532.80905
2682,48,M,Tinafurt,Low,Medical physicist,High School,Married,3,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,74,1,TRUE,TRUE,0.814710379,14,8,371,595.3232207,220745,2023-07-31,2022-03-30,4.451403834,4.234780147,4.001167717,1,67,2023-07-26,8,0.705860821,2.824099507,Neutral,Budgeting Tools,Transaction Delays,High,79.37426793,263.9621138,439108,17.3816242,2023-09-22,Transfer,2023-07-31 00:00:00,0.477043312,4.018912594,7.955226985,0.108087436,62114.28474
2683,39,Other,West Gregory,Low,Airline pilot,Master,Divorced,6,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,14,6,TRUE,FALSE,0.757018279,0,8,46,355.7315999,16330,2021-02-03,2021-02-10,4.789309965,1.243927815,3.722081191,8,-24,2021-08-16,0,0.837515823,2.185667153,Negative,,App Issues,High,89.30077195,873.070328,55358,9.014253712,2021-10-04,Credit,2021-02-03 00:00:00,0.100915804,0.51620681,5.891912278,0.135932605,60635.64946
2684,60,Other,Tiffanyfort,High,Metallurgist,High School,Single,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,56,2,TRUE,TRUE,0.132511886,5,8,35,869.8572867,30415,2021-09-12,2022-07-30,1.703718588,2.613532625,4.283359865,4,11,2021-09-04,17,0.808935542,1.587845363,Neutral,,Transaction Delays,Low,71.02232424,600.9378123,507814,5.945428164,2023-06-23,Credit,2021-09-12 00:00:00,0.958307613,3.067572083,6.561784053,0.811644727,72470.75168
2685,84,F,West Andresshire,Low,"Therapist, art",Bachelor,Divorced,1,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,44,3,FALSE,TRUE,0.961076044,12,8,22,963.8586683,21186,2021-11-20,2023-01-03,1.528053969,1.489641034,1.237542788,3,75,2022-08-29,9,0.584331897,2.176353454,Negative,International Transfers,Transaction Delays,Medium,10.96605323,156.0516449,826224,6.322512133,2023-06-17,Credit,2021-11-20 00:00:00,0.704367188,2.996710114,11.04509152,0.209283132,9141.527545
2686,71,M,Reyesbury,Low,"Pilot, airline",PhD,Single,6,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,26,3,TRUE,TRUE,0.286169888,19,9,34,221.5331895,7514,2023-06-23,2022-01-28,3.729934745,4.281970301,4.548559137,6,49,2021-09-16,7,0.940653848,2.055896246,Positive,Mobile Deposit,Customer Service,High,33.09103179,636.3283562,95180,29.12481863,2023-06-27,Credit,2023-06-23 00:00:00,0.03605149,3.468780534,8.921470166,0.126135975,99405.22772
2687,27,M,East Andrewville,Low,Education administrator,PhD,Single,7,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,87,1,FALSE,FALSE,0.705690597,6,6,36,321.8492732,11556,2023-07-24,2021-07-04,3.447011737,4.281915016,2.008952408,10,98,2022-12-13,16,0.664157065,1.212588258,Positive,,App Issues,Medium,95.34882706,592.3014895,402364,4.589012305,2023-10-30,Transfer,2023-07-24 00:00:00,0.754557523,1.81578582,13.80778263,0.465815629,3831.385983
2688,59,F,Joelchester,Low,Medical laboratory scientific officer,High School,Divorced,3,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,5,FALSE,TRUE,0.300496609,16,1,101,334.8359873,33734,2021-01-02,2022-09-13,2.382890271,4.689292987,1.61434394,4,-37,2022-09-21,13,0.83501394,3.402486499,Positive,,App Issues,High,44.27625392,57.12716397,595046,22.39987389,2021-12-12,Credit,2021-01-02 00:00:00,0.856999687,0.063149486,17.47694921,0.986778712,30267.64107
2689,81,Other,New Christopher,Medium,Professor Emeritus,Master,Divorced,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,78,8,FALSE,TRUE,0.617426158,18,6,486,963.1874092,468018,2023-05-27,2022-03-29,4.582124523,1.529177245,4.318042774,7,90,2023-07-16,0,0.961706929,4.419608092,Positive,International Transfers,Transaction Delays,High,90.04879402,452.2026689,279223,28.06071793,2023-06-06,Transfer,2023-05-27 00:00:00,0.173978223,5.439868046,4.065658503,0.912436732,17942.24845
2690,38,M,West Victor,Low,Careers adviser,Bachelor,Married,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,5,8,TRUE,TRUE,0.572488658,16,0,154,522.6597184,80388,2022-02-19,2022-04-25,3.170542833,3.879694969,2.121542905,7,-71,2023-06-13,10,0.719918426,3.907864873,Neutral,Budgeting Tools,Customer Service,Low,69.75914136,727.3284451,746669,26.82701319,2022-03-04,Debit,2022-02-19 00:00:00,0.963591105,7.962517208,11.88440418,0.69689055,5976.810644
2691,83,Other,East Nicholas,Medium,"Teacher, early years/pre",Master,Married,2,Marketing,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,17,7,TRUE,FALSE,0.178315983,0,5,41,571.8332631,23411,2021-09-28,2023-10-09,1.692740352,4.55632478,1.954238734,3,95,2021-06-19,8,0.745784424,3.469784554,Positive,,Customer Service,Low,20.37791489,394.8657965,991721,16.16690253,2023-12-08,Debit,2021-09-28 00:00:00,0.783227717,4.674754798,5.816897009,0.530832077,75814.87599
2692,58,F,East Sandramouth,High,"Programme researcher, broadcasting/film/video",Master,Divorced,4,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,85,7,TRUE,TRUE,0.652558948,16,5,522,374.5195719,195228,2022-09-11,2023-01-14,2.557848719,2.761609113,4.163479327,2,-65,2023-10-31,9,0.837531301,2.198441831,Negative,Investment Analytics,Customer Service,High,91.65536154,428.1964504,668518,11.1250047,2023-05-24,Transfer,2022-09-11 00:00:00,0.867003094,1.295870965,7.611788929,0.052081244,97169.01385
2693,41,Other,Dennismouth,Medium,Multimedia programmer,High School,Single,4,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,48,8,TRUE,TRUE,0.326006078,6,4,357,900.3989633,321300,2021-11-22,2021-03-17,4.51138351,2.313084523,1.22290054,4,-42,2022-01-09,2,0.664337822,3.108110471,Neutral,,App Issues,Medium,66.86344351,58.7416991,109514,14.29679139,2023-09-07,Credit,2021-11-22 00:00:00,0.522363199,0.048232872,17.78811135,0.255032914,13345.27091
2694,52,M,New Latoyachester,High,Advice worker,Master,Married,6,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,84,8,FALSE,FALSE,0.611150495,2,6,626,199.0427159,124574,2022-07-16,2022-07-29,1.074505142,3.857958765,1.304661501,10,46,2023-03-26,16,0.67668331,2.095158954,Neutral,,App Issues,Medium,11.19446678,302.3498119,355039,0.645434786,2023-02-01,Debit,2022-07-16 00:00:00,0.701829272,0.533127393,10.3982743,0.653088717,97916.44116
2695,73,Other,Karenbury,Low,"Therapist, music",High School,Single,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,5,TRUE,TRUE,0.54137722,3,2,391,462.559956,180642,2021-07-11,2023-10-07,4.351746344,2.626001479,4.251961475,6,-75,2023-11-13,10,0.79569629,1.60475106,Positive,International Transfers,,High,38.79973383,960.1107487,850902,20.14418603,2021-07-31,Transfer,2021-07-11 00:00:00,0.635235833,8.933011809,6.589124848,0.69458158,38188.81033
2696,47,Other,Matthewborough,High,Fast food restaurant manager,PhD,Widowed,3,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,80,7,TRUE,TRUE,0.842652478,13,6,42,233.2330666,9786,2023-01-09,2022-03-05,4.80658013,2.781619408,2.675493235,10,-44,2022-02-04,3,0.6570475,1.377316945,Neutral,,Transaction Delays,Medium,93.46180994,827.621516,420466,18.23285885,2023-03-19,Transfer,2023-01-09 00:00:00,0.930047198,7.150809356,11.60439907,0.891726425,20712.86271
2697,74,M,Lake Vanessabury,Medium,Computer games developer,PhD,Married,3,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,10,2,TRUE,TRUE,0.213592155,11,5,139,589.269957,81871,2022-05-28,2021-01-15,2.465438335,3.888198601,4.385491986,3,-23,2021-10-18,0,0.656550892,1.334222222,Negative,Mobile Deposit,Customer Service,Medium,75.66976696,86.72488521,43723,12.85535954,2023-02-19,Debit,2022-05-28 00:00:00,0.659988093,1.591567559,10.1245911,0.294726785,67193.72802
2698,64,M,Boydburgh,High,Advertising copywriter,PhD,Married,3,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,17,4,TRUE,FALSE,0.151412336,6,2,465,552.3163196,256680,2021-06-18,2022-02-06,2.139149515,2.810114291,4.157383128,9,80,2022-03-31,17,0.900653716,2.854802823,Positive,Investment Analytics,Customer Service,Low,31.8193811,309.3473455,821613,29.25540754,2023-08-31,Debit,2021-06-18 00:00:00,0.144691811,2.999893359,15.46370611,0.193973156,80972.23499
2699,52,Other,Sotoland,Low,Chartered loss adjuster,Bachelor,Married,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,34,6,FALSE,TRUE,0.854898102,13,5,72,139.9240581,10008,2023-02-01,2023-03-23,1.663074662,4.297028544,3.230422412,10,42,2021-02-04,14,0.516849119,3.882324657,Positive,International Transfers,Customer Service,Medium,71.31848162,572.278125,321186,5.197262453,2023-04-30,Transfer,2023-02-01 00:00:00,0.016177222,6.294949541,18.07929065,0.388024344,96562.48649
2700,36,Other,Jonesborough,High,Consulting civil engineer,Bachelor,Widowed,5,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,3,FALSE,FALSE,0.444545624,12,0,583,832.317082,485056,2021-12-05,2021-08-16,1.160027687,3.820520238,3.998212076,7,35,2022-02-11,10,0.512872636,2.87416571,Positive,Budgeting Tools,App Issues,Medium,36.53865817,91.63302525,423112,17.4550716,2023-01-03,Debit,2021-12-05 00:00:00,0.28417315,2.232122619,0.66408903,0.596468558,41180.22455
2701,25,F,Lake Victoriaborough,Medium,Plant breeder/geneticist,Master,Divorced,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,2,FALSE,FALSE,0.781843082,16,1,110,131.2650317,14410,2021-04-17,2022-07-23,3.706037061,4.787482572,1.572793948,6,-66,2022-12-26,16,0.647342622,3.369663261,Negative,Investment Analytics,Transaction Delays,Low,10.32457476,698.9758395,976376,16.75858539,2023-02-12,Credit,2021-04-17 00:00:00,0.186443152,1.656810334,8.496302566,0.005727317,96924.64795
2702,43,M,North Glenn,Medium,Mechanical engineer,High School,Single,7,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,27,1,FALSE,FALSE,0.959572677,4,9,619,184.7621907,113896,2023-03-23,2023-10-22,1.683824222,3.15591377,1.761539467,4,31,2023-12-13,16,0.844936947,3.265270018,Positive,Investment Analytics,Fees,High,49.13437476,706.5481353,317873,3.231751439,2023-10-25,Credit,2023-03-23 00:00:00,0.269132938,4.237381883,3.917743781,0.305644943,7871.699455
2703,47,Other,East William,Premium,"Programme researcher, broadcasting/film/video",Master,Widowed,7,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,87,4,FALSE,FALSE,0.544327158,7,3,765,278.0020352,212670,2022-09-18,2023-10-09,4.579364268,3.633786416,4.370518281,4,-25,2021-11-07,17,0.652824205,2.22417704,Neutral,International Transfers,,Medium,16.33536442,570.0243256,673067,14.21994921,2022-11-28,Debit,2022-09-18 00:00:00,0.29190603,9.869229027,9.765232451,0.595452935,65638.39981
2704,24,M,Hardyport,Medium,"Scientist, research (maths)",PhD,Divorced,2,Branch,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,35,2,FALSE,TRUE,0.300679652,10,4,72,815.3618275,58680,2022-04-25,2021-12-16,2.823014629,1.236932438,2.365092627,4,-69,2023-12-23,13,0.814606772,4.682534511,Positive,,,Medium,38.56422635,705.3293702,102086,1.443346514,2023-01-15,Debit,2022-04-25 00:00:00,0.724494966,3.345310085,9.768872361,0.878896945,66344.0292
2705,84,F,Lake James,Medium,Technical brewer,Master,Married,2,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,23,3,TRUE,FALSE,0.794229333,14,2,737,211.5025585,155507,2023-05-30,2022-02-01,4.891651949,4.091514648,1.019816398,9,27,2023-12-12,7,0.643136384,3.94297199,Positive,Investment Analytics,,Medium,44.48023517,62.2438542,493593,12.74545568,2023-11-25,Debit,2023-05-30 00:00:00,0.898900467,3.905135089,3.062242046,0.185880964,38309.79325
2706,82,Other,Thompsonbury,Premium,"Surveyor, land/geomatics",Master,Divorced,4,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,32,6,TRUE,TRUE,0.930943345,14,3,646,227.0670526,146642,2021-07-06,2021-12-26,4.919327665,3.488488791,4.813400449,10,-60,2021-04-07,3,0.515328547,3.889685035,Positive,,,Medium,42.37857622,260.4682206,36840,0.540792447,2023-10-08,Credit,2021-07-06 00:00:00,0.480360904,1.014295987,19.62159773,0.547201398,75617.0703
2707,53,Other,Justinmouth,Medium,"Embryologist, clinical",Master,Divorced,7,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,3,FALSE,FALSE,0.245149144,12,1,46,655.4992526,30130,2021-07-14,2021-05-14,4.202146508,2.923516888,3.847292447,3,-4,2023-12-28,17,0.863670029,3.028777887,Negative,,Customer Service,High,58.22342829,348.0239517,461832,4.489413014,2023-02-21,Transfer,2021-07-14 00:00:00,0.828234931,4.865739821,9.838648379,0.630585439,32799.63043
2708,42,Other,West Michelle,Low,Museum/gallery conservator,PhD,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,36,3,FALSE,FALSE,0.688344713,6,7,389,831.429112,323259,2021-01-03,2021-09-20,2.759014324,4.887785929,4.381530348,3,-91,2023-01-13,10,0.771649972,1.759029501,Negative,Mobile Deposit,Transaction Delays,Low,47.0817333,919.0574856,867462,13.82668992,2023-07-16,Credit,2021-01-03 00:00:00,0.141552874,7.585271063,2.777246339,0.645395687,56494.12913
2709,54,M,Millerstad,Premium,"Administrator, local government",High School,Single,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,4,FALSE,TRUE,0.780584108,16,4,592,702.1449619,415584,2022-03-14,2021-05-14,2.849467618,2.581916125,4.650986461,7,-12,2022-04-17,8,0.822118071,2.720031255,Negative,Investment Analytics,,Low,12.04145768,927.5445159,306847,22.39568831,2023-03-21,Credit,2022-03-14 00:00:00,0.023695952,4.614369049,11.38322298,0.426459909,4784.862463
2710,18,F,Grayfort,Medium,Immigration officer,Master,Divorced,2,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,15,3,TRUE,FALSE,0.026562393,17,0,941,542.0619231,510022,2023-09-04,2021-09-18,4.802302551,1.541647109,3.524934345,3,-58,2023-12-24,7,0.588642863,1.896304844,Neutral,Mobile Deposit,Transaction Delays,Medium,69.54530443,895.9640541,103446,15.18674934,2023-10-04,Credit,2023-09-04 00:00:00,0.35459846,9.386890764,5.16866663,0.355414784,44816.03355
2711,32,M,Hendersonchester,High,Careers information officer,PhD,Divorced,3,Marketing,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,42,6,FALSE,FALSE,0.592268177,11,3,112,653.5979993,73136,2021-06-09,2022-06-16,3.910758521,2.116781109,3.012335908,10,-58,2021-12-08,11,0.808724975,1.757117602,Positive,,Transaction Delays,Low,41.82087639,350.064992,735214,15.92413524,2022-10-02,Transfer,2021-06-09 00:00:00,0.094774213,7.147527996,17.09313445,0.145740833,44468.15462
2712,54,Other,Port Stephanie,Low,Surgeon,Bachelor,Divorced,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,72,9,FALSE,TRUE,0.633165373,14,9,270,551.6255395,148770,2021-09-29,2022-04-12,2.602639441,4.642919706,1.603287712,4,-37,2023-02-06,10,0.904548561,1.404222375,Negative,Mobile Deposit,Transaction Delays,Medium,63.67399658,981.921244,878784,11.39614072,2023-12-19,Debit,2021-09-29 00:00:00,0.920339978,4.806665126,12.2827752,0.234217142,69568.21437
2713,30,F,Smithfurt,High,"Accountant, chartered public finance",High School,Divorced,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,49,8,TRUE,TRUE,0.636541337,4,1,34,363.2426025,12342,2022-04-09,2023-12-08,4.450020922,1.838541812,1.754073104,8,44,2021-11-22,4,0.570194507,2.071029571,Negative,Mobile Deposit,Transaction Delays,Low,6.867031332,110.9292843,263029,18.13033757,2023-01-29,Debit,2022-04-09 00:00:00,0.343872212,3.826516762,14.59331421,0.245516009,47240.09199
2714,25,Other,Dickersonport,Medium,"Teacher, music",PhD,Widowed,5,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,12,2,FALSE,FALSE,0.084107035,18,8,952,693.7268323,659736,2023-11-30,2022-07-16,2.087274969,4.863029973,2.802473949,5,38,2021-07-25,9,0.64150805,3.697326355,Positive,Budgeting Tools,Customer Service,High,21.55629581,490.7046755,640030,24.61478383,2023-12-01,Transfer,2023-11-30 00:00:00,0.146320445,6.871953643,12.30848102,0.697012283,47960.499
2715,22,Other,New Jessica,Premium,"Merchandiser, retail",Master,Widowed,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,70,3,TRUE,FALSE,0.021688128,7,4,570,690.5086095,393300,2023-07-01,2022-01-28,4.747307398,3.71790552,1.266777515,4,-43,2021-12-06,14,0.895870618,4.097832692,Negative,Mobile Deposit,Transaction Delays,Medium,27.59045213,374.2181211,541320,27.23410445,2023-12-26,Credit,2023-07-01 00:00:00,0.01775288,0.543958669,16.66489908,0.415782253,92079.53531
2716,77,M,Oscarport,Medium,Corporate treasurer,PhD,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,34,8,FALSE,FALSE,0.293693578,3,5,818,636.1602047,520248,2021-01-20,2021-02-17,1.969950307,1.807345662,4.146981835,5,69,2022-04-09,10,0.821886761,4.739549909,Neutral,International Transfers,Fees,High,89.27424329,692.9220199,373915,29.81363374,2022-11-19,Debit,2021-01-20 00:00:00,0.633122238,9.476827599,9.651070655,0.984656955,83276.06755
2717,18,Other,Campbellside,Low,"Buyer, industrial",High School,Divorced,6,Online,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,89,3,TRUE,TRUE,0.357832452,4,8,994,638.7441327,634172,2021-01-17,2023-12-28,3.932091149,1.265565186,3.233717026,9,72,2021-11-08,1,0.594113774,2.981327559,Positive,Mobile Deposit,Transaction Delays,High,8.072563204,601.3499572,68557,22.56224856,2023-10-27,Transfer,2021-01-17 00:00:00,0.383443597,6.057204858,12.25954154,0.735296795,45162.74596
2718,53,F,Jonesberg,High,"Psychologist, clinical",Master,Divorced,5,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,72,5,TRUE,FALSE,0.144623806,7,8,217,243.8808615,52731,2022-12-05,2022-06-02,3.58927057,2.89091491,4.7041535,3,-52,2023-05-19,9,0.635935959,3.623977253,Positive,,,Low,74.87224076,743.9259967,17027,3.424126268,2023-11-23,Transfer,2022-12-05 00:00:00,0.461434733,7.081560323,16.013925,0.825234626,13649.92156
2719,52,Other,Gonzalezborough,Low,Media planner,Bachelor,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,34,9,TRUE,TRUE,0.509586444,18,2,854,927.9240796,791658,2021-09-04,2023-07-19,3.345051315,3.010660772,3.498900287,9,58,2022-02-19,2,0.952617731,4.778226996,Positive,International Transfers,Fees,Medium,16.24976995,899.4241915,394036,4.393961953,2021-12-07,Debit,2021-09-04 00:00:00,0.078945575,9.431521858,14.58712438,0.622164499,32529.05137
2720,83,Other,North Michellestad,High,Legal executive,Bachelor,Divorced,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,23,2,TRUE,FALSE,0.227545837,18,8,707,992.3252338,701344,2023-05-15,2021-01-05,2.872479251,2.395288074,4.888756537,3,-22,2022-07-25,7,0.688918603,3.687778221,Neutral,Budgeting Tools,Transaction Delays,Low,44.75916804,696.4577724,975525,14.94669838,2023-12-07,Transfer,2023-05-15 00:00:00,0.37224851,7.653095911,10.86810419,0.426612971,62919.28647
2721,80,M,Sullivanchester,High,"Sales professional, IT",Bachelor,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,9,FALSE,TRUE,0.337531474,1,3,617,560.0637254,345520,2021-09-28,2023-05-25,3.230185272,1.181264989,2.114995865,8,27,2021-04-11,11,0.546442722,3.843349503,Positive,,App Issues,Medium,28.42724942,711.3832675,656831,20.26012116,2023-07-17,Transfer,2021-09-28 00:00:00,0.716127936,0.25193221,4.570299045,0.791997206,10245.10247
2722,40,F,Wallerstad,Medium,Interior and spatial designer,PhD,Widowed,6,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,84,5,FALSE,TRUE,0.292823729,5,0,895,231.5486362,206745,2023-09-06,2021-04-17,3.769901007,4.698747563,2.399653095,6,-87,2023-04-01,14,0.831666491,4.12250002,Negative,International Transfers,,Medium,73.69660802,87.01991997,835204,3.84580476,2023-12-12,Debit,2023-09-06 00:00:00,0.428447077,4.228502198,13.62153867,0.784515744,22091.50357
2723,26,M,Burnsshire,High,Commercial/residential surveyor,High School,Widowed,3,Branch,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,52,9,TRUE,FALSE,0.772031454,17,7,466,324.1089408,150984,2021-05-26,2022-10-24,3.533541559,3.394533478,2.693289675,5,-90,2022-08-31,14,0.700794487,1.976338399,Positive,International Transfers,App Issues,Low,5.544637585,122.0761704,912409,11.94408546,2022-03-05,Debit,2021-05-26 00:00:00,0.334769556,1.289281575,14.23607021,0.87102382,51293.54343
2724,51,Other,South Nicoleville,Low,Psychiatrist,Bachelor,Widowed,3,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,85,4,FALSE,FALSE,0.87707514,16,1,440,742.2518794,326480,2022-04-14,2023-06-05,2.106225644,2.937785153,2.181350877,6,-26,2023-03-10,6,0.86570479,4.091455075,Neutral,Investment Analytics,Customer Service,Medium,34.78332485,376.8911253,782385,17.48632117,2023-02-20,Transfer,2022-04-14 00:00:00,0.697745002,3.312135151,14.20476386,0.271557834,19576.54426
2725,63,M,Frederickburgh,Medium,"Radiographer, therapeutic",Master,Single,4,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,38,8,TRUE,TRUE,0.298472592,16,9,404,279.410085,112716,2023-02-24,2023-04-14,2.086765585,2.426836035,4.182619492,4,-85,2023-12-05,14,0.556363284,4.567891764,Negative,Mobile Deposit,,High,96.2511089,428.4185121,267913,6.009083269,2023-09-12,Transfer,2023-02-24 00:00:00,0.170072194,9.333660762,15.91481275,0.253170151,37329.70103
2726,21,M,Port Samuel,Medium,"Programmer, multimedia",Master,Married,7,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,18,8,FALSE,TRUE,0.376649282,16,3,269,612.5735954,164628,2021-07-02,2022-07-16,3.59649341,3.707504679,3.134104679,4,-59,2023-05-13,12,0.653703326,1.26494093,Negative,International Transfers,,Low,30.23329627,165.7681318,716545,20.9725716,2023-05-12,Transfer,2021-07-02 00:00:00,0.751541355,3.194263877,17.67864377,0.984569872,15363.3298
2727,47,M,Kelseystad,High,Horticultural therapist,Master,Divorced,2,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,3,FALSE,FALSE,0.815273322,14,2,126,111.8307269,13986,2021-07-29,2021-09-07,1.609827218,3.112577387,2.820465196,9,29,2023-09-03,9,0.696361371,4.630354686,Positive,International Transfers,Transaction Delays,High,73.73770139,144.0018095,498026,10.16002358,2023-04-01,Debit,2021-07-29 00:00:00,0.423606856,1.528051601,11.07252013,0.587497285,70689.5858
2728,20,M,Reidstad,Low,Chemical engineer,PhD,Widowed,7,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,45,5,TRUE,TRUE,0.759099638,6,8,234,968.0618321,226512,2021-07-31,2023-11-28,4.900147527,4.391355118,2.825441637,8,-10,2023-08-17,18,0.787334446,2.209385324,Neutral,Investment Analytics,App Issues,High,96.03469191,423.4457829,999879,8.140973316,2022-08-11,Debit,2021-07-31 00:00:00,0.217708359,9.553628082,15.54100187,0.780319883,86155.60402
2729,31,Other,Lake Paulchester,High,Corporate investment banker,High School,Single,1,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,44,1,FALSE,FALSE,0.708793666,4,4,994,842.6746449,836948,2022-10-04,2023-08-14,4.387125066,3.226844867,4.257746002,10,78,2022-10-22,16,0.592508738,4.440030281,Negative,Investment Analytics,Transaction Delays,Medium,21.29755549,434.4188981,318845,2.190275922,2023-04-30,Credit,2022-10-04 00:00:00,0.700791025,2.233989353,7.833422654,0.901827838,3871.936334
2730,77,Other,East Tim,Low,Ranger/warden,High School,Divorced,2,Branch,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,31,6,FALSE,FALSE,0.707857441,18,1,597,823.4197494,491331,2023-01-23,2023-10-12,2.812059679,3.087308176,1.964100804,5,-61,2021-10-06,14,0.660935019,1.201040186,Positive,Mobile Deposit,Customer Service,High,57.04252304,813.566767,90060,20.47566681,2023-10-03,Credit,2023-01-23 00:00:00,0.322009229,5.599009245,19.78818938,0.98184364,37009.30852
2731,62,F,Crystaltown,High,Housing manager/officer,Bachelor,Divorced,7,Referral,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,4,9,TRUE,TRUE,0.297178925,6,3,861,778.6143211,669858,2022-09-05,2023-01-11,3.09999579,1.793691669,2.283693432,6,-5,2022-09-07,2,0.882925882,4.696168848,Neutral,Budgeting Tools,Customer Service,Medium,13.99677575,301.7864245,570427,6.508081919,2023-01-13,Credit,2022-09-05 00:00:00,0.654078538,1.83868217,16.00964274,0.63883646,80553.78498
2732,51,M,West Catherine,Low,Musician,High School,Widowed,2,Branch,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,75,1,FALSE,FALSE,0.936528872,1,4,499,10.27681936,4990,2021-10-08,2023-11-26,2.417064356,1.295092772,4.718208258,9,-83,2021-01-01,17,0.594372855,2.271072846,Negative,International Transfers,App Issues,Medium,63.49467573,722.0968842,170900,3.563751882,2021-11-27,Debit,2021-10-08 00:00:00,0.022015146,7.469535065,13.19427225,0.949806009,30003.90036
2733,62,M,West John,High,Town planner,Master,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,5,2,TRUE,FALSE,0.809194103,14,5,201,77.52048494,15477,2023-02-23,2021-03-31,1.6096961,1.844497305,2.589039131,4,85,2021-06-03,4,0.69000168,4.09149951,Negative,International Transfers,Transaction Delays,High,36.54864692,769.401298,183765,9.103694256,2023-09-05,Debit,2023-02-23 00:00:00,0.926116373,3.433711717,10.97449367,0.886560301,76730.51085
2734,78,F,North Darryl,Low,Electrical engineer,Master,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,7,TRUE,TRUE,0.211931739,13,7,616,593.1346106,365288,2021-09-30,2022-04-05,3.365884258,1.645414884,4.982605837,2,-23,2022-05-30,9,0.695765192,1.352379029,Positive,Mobile Deposit,,Low,41.74071316,410.0681449,138104,21.88617655,2023-04-08,Credit,2021-09-30 00:00:00,0.135282197,5.68587069,8.356166443,0.82131682,52527.03384
2735,33,M,Lake Jenniferfurt,Medium,Cabin crew,PhD,Divorced,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,6,6,FALSE,FALSE,0.662151497,5,8,854,770.9515289,657580,2021-10-20,2021-04-07,4.955189538,3.89514084,2.749418783,6,-91,2022-10-01,8,0.603887689,4.2372301,Negative,Budgeting Tools,App Issues,Low,48.45319376,663.2834719,697880,8.486876474,2023-03-08,Transfer,2021-10-20 00:00:00,0.803861255,6.18636592,17.58843118,0.188662484,31414.51239
2736,83,F,Mccarthyland,Medium,Chief Operating Officer,Master,Widowed,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,82,3,FALSE,TRUE,0.154893204,6,8,223,757.7646647,168811,2021-05-21,2022-07-24,1.651747165,2.022838644,2.690271856,9,96,2022-03-04,12,0.936311513,2.404682985,Negative,Budgeting Tools,Fees,Low,84.36676184,462.1324708,113329,0.903653166,2023-08-06,Credit,2021-05-21 00:00:00,0.302139924,2.308411386,16.19569886,0.959857787,7309.306473
2737,57,Other,South Gabriel,High,Special educational needs teacher,High School,Single,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,2,TRUE,TRUE,0.577635272,8,0,45,533.9210979,23985,2023-12-23,2023-05-11,3.144454384,3.703109159,3.373743008,6,28,2021-05-17,1,0.757447207,4.564320852,Negative,,Customer Service,Medium,57.17814968,402.4176787,491954,18.25363309,2023-12-26,Debit,2023-12-23 00:00:00,0.375132387,5.191786019,2.686404785,0.808240224,66501.21298
2738,34,F,Kingport,Medium,Structural engineer,Master,Divorced,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,72,7,TRUE,FALSE,0.289097552,1,0,671,525.6861885,352275,2021-01-18,2023-12-27,4.840705276,3.326005133,4.386718446,7,-40,2021-05-02,9,0.69303007,3.061643154,Negative,,,Medium,85.8500798,326.3067657,280131,17.41240602,2023-01-29,Credit,2021-01-18 00:00:00,0.403966927,7.286129635,13.78383539,0.867516428,43678.47959
2739,51,M,Willischester,High,Dance movement psychotherapist,Bachelor,Single,2,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,19,5,FALSE,FALSE,0.105246255,19,2,454,96.65945139,43584,2021-12-03,2023-07-09,4.92925337,2.003047754,3.877122149,5,42,2023-04-21,9,0.889030608,4.632480325,Neutral,Mobile Deposit,Fees,Low,98.03121722,741.7274728,234353,26.05416396,2023-09-25,Debit,2021-12-03 00:00:00,0.454180087,6.174195041,14.81327644,0.360037155,40571.63884
2740,33,F,North Daisystad,Medium,Health visitor,PhD,Divorced,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,6,TRUE,TRUE,0.603175797,0,7,681,929.367306,632649,2023-06-21,2022-10-10,2.943698229,3.448686626,4.046597084,9,-78,2021-10-15,13,0.518371693,3.07346724,Neutral,Investment Analytics,Customer Service,Medium,62.55802679,400.9163812,394307,4.962746853,2023-09-06,Credit,2023-06-21 00:00:00,0.499065273,4.053853329,6.881651972,0.452385243,59250.60313
2741,77,Other,West Kaitlyn,High,Chief Executive Officer,PhD,Widowed,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,83,9,TRUE,TRUE,0.884297437,17,4,558,319.7595839,178002,2022-12-21,2021-01-11,1.292386729,3.782869503,4.907542367,8,-47,2021-10-22,19,0.99910947,4.481329841,Neutral,Budgeting Tools,,Medium,70.8482677,507.847041,52925,28.45484371,2023-04-29,Credit,2022-12-21 00:00:00,0.807776091,1.329729213,9.781161907,0.202515454,39328.90378
2742,83,M,Haletown,Low,Transport planner,High School,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,3,7,FALSE,FALSE,0.140710741,11,9,258,217.7998083,55986,2022-03-13,2023-03-14,2.000082338,1.073441109,4.185348807,9,-11,2023-09-12,7,0.980481876,3.035612741,Neutral,Mobile Deposit,,Low,44.68863439,617.7085677,893846,1.503187876,2023-03-29,Credit,2022-03-13 00:00:00,0.439694012,9.49123026,12.07489976,0.958493056,64070.17837
2743,83,Other,Port Travis,Medium,"Therapist, drama",Master,Widowed,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,4,TRUE,FALSE,0.899064507,6,5,636,600.728556,381600,2021-11-07,2022-02-03,3.81501098,3.233884775,2.868953075,1,-33,2021-11-25,4,0.543803416,2.739076123,Negative,International Transfers,,High,51.70066833,719.219181,316725,17.04588823,2022-06-19,Credit,2021-11-07 00:00:00,0.461185762,8.961894359,4.547472484,0.067594762,79694.1519
2744,30,Other,North Kimchester,Medium,Operational researcher,Master,Married,5,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,39,9,TRUE,TRUE,0.127813541,10,7,903,33.39170814,29799,2023-04-24,2022-11-17,1.278692381,4.088732018,3.62672771,10,53,2022-05-12,18,0.944073649,4.037018037,Neutral,Budgeting Tools,Transaction Delays,Medium,93.47540867,118.2786613,676645,23.41994907,2023-06-28,Transfer,2023-04-24 00:00:00,0.052799744,7.144640038,1.471154839,0.641975583,71740.25001
2745,73,F,Penachester,Low,Corporate investment banker,High School,Divorced,5,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,64,3,FALSE,FALSE,0.741877747,11,3,140,961.5011567,134540,2023-06-26,2021-06-17,3.551316835,1.455830939,4.321911439,3,26,2023-03-13,18,0.655340777,2.434312467,Positive,Budgeting Tools,App Issues,Medium,82.11959565,595.9254743,968054,22.89649393,2023-09-18,Credit,2023-06-26 00:00:00,0.162595261,7.636051225,0.976252373,0.041843941,48813.91157
2746,48,Other,East Nicholas,Low,Press photographer,High School,Married,2,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,34,4,TRUE,FALSE,0.98959821,17,8,320,372.1166755,119040,2022-03-21,2021-02-21,2.801600053,2.567808356,1.67789401,7,10,2021-11-23,8,0.552261818,3.965573909,Neutral,Budgeting Tools,App Issues,Medium,49.48101234,518.3041672,951163,19.72177264,2022-05-27,Debit,2022-03-21 00:00:00,0.39831165,8.816786029,3.683692872,0.668219366,46227.50055
2747,51,M,East Tom,Premium,Geographical information systems officer,Bachelor,Married,5,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,87,3,FALSE,FALSE,0.093680003,4,9,43,302.5618339,12986,2021-06-27,2022-04-08,1.722763576,2.182592983,2.390444496,4,70,2023-05-09,10,0.78508944,2.775861683,Neutral,Investment Analytics,Transaction Delays,High,14.03875914,800.8641579,91926,28.88323119,2022-04-10,Credit,2021-06-27 00:00:00,0.822747949,6.636919415,19.11468252,0.906405892,58721.46628
2748,56,Other,South Ashleyborough,Premium,"Editor, film/video",High School,Married,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,3,TRUE,FALSE,0.212671331,0,3,51,160.115237,8160,2021-07-25,2023-05-18,1.398305871,3.552289303,3.419109214,1,-40,2023-03-12,4,0.934260308,1.747123516,Negative,International Transfers,Transaction Delays,Low,8.828098871,304.3539171,233596,12.86664303,2022-08-18,Transfer,2021-07-25 00:00:00,0.208523297,6.765247888,2.382640646,0.353911809,1159.878216
2749,84,Other,East Brian,High,"Designer, textile",Master,Divorced,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,6,1,TRUE,FALSE,0.463555457,0,9,851,513.1990202,436563,2021-10-14,2021-06-02,3.731894505,4.046641672,2.520230092,3,-24,2022-02-01,8,0.579835136,4.903339857,Neutral,Budgeting Tools,Fees,Medium,59.0903723,802.905394,300389,19.73977778,2023-08-16,Debit,2021-10-14 00:00:00,0.974928696,2.045999428,14.3749266,0.301187596,58246.62333
2750,25,F,Port Katherine,Medium,Counsellor,Bachelor,Widowed,2,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,21,5,FALSE,FALSE,0.737597046,8,9,367,395.637034,144965,2021-09-10,2022-05-27,1.704335959,4.858137403,1.216368442,5,-85,2022-05-25,7,0.985100424,2.092882985,Positive,Mobile Deposit,Fees,Low,46.59751962,754.0801424,46033,3.65832631,2022-11-23,Credit,2021-09-10 00:00:00,0.684010602,6.914812941,18.34958661,0.263224477,79499.54396
2751,72,Other,Tonyachester,Medium,Toxicologist,PhD,Married,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,4,TRUE,FALSE,0.897907953,0,4,788,313.4440454,246644,2023-02-26,2022-02-08,3.09090036,2.990634722,4.761247281,7,-91,2022-12-19,10,0.645672452,2.43937817,Positive,,Transaction Delays,Medium,66.99458621,838.8396523,564101,10.66633795,2023-12-04,Transfer,2023-02-26 00:00:00,0.569269246,8.319273718,9.5068019,0.769164116,81740.94085
2752,44,F,Simsville,High,Publishing rights manager,Master,Single,6,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,64,9,FALSE,TRUE,0.729109532,11,5,397,141.1217787,55977,2022-12-21,2021-12-03,2.972100702,3.873620277,3.159413376,1,-46,2021-05-25,17,0.784761574,3.108898391,Negative,Mobile Deposit,App Issues,High,51.7971718,187.1865685,929888,3.528900357,2023-09-21,Debit,2022-12-21 00:00:00,0.717061687,9.300704999,6.038674911,0.675486876,40332.92228
2753,70,F,North Kelly,Low,"Lecturer, higher education",PhD,Divorced,4,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,87,4,TRUE,TRUE,0.771220868,16,5,943,332.1104181,313076,2023-05-30,2022-11-06,3.694557124,3.095312868,3.538808837,6,-58,2022-04-09,7,0.832648197,4.205049288,Neutral,Investment Analytics,Fees,Low,50.94190307,879.5006467,235735,17.03977341,2023-11-15,Transfer,2023-05-30 00:00:00,0.705207436,6.1055982,3.984013355,0.968901002,33990.03842
2754,56,M,Martinezland,Premium,Science writer,PhD,Widowed,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,19,3,TRUE,TRUE,0.452136212,15,7,981,821.9283827,805401,2022-10-07,2022-09-29,2.725269126,2.434284919,3.877770427,5,-55,2022-07-20,12,0.675355401,2.826117341,Negative,Budgeting Tools,Fees,High,65.69621353,449.5064372,963806,26.49789521,2023-12-02,Transfer,2022-10-07 00:00:00,0.952665612,7.755001983,9.221099368,0.3283232,44909.51471
2755,82,M,Anthonybury,Medium,Theatre manager,PhD,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,31,6,FALSE,FALSE,0.355815496,16,8,229,796.5602648,182284,2021-10-14,2021-05-09,4.661614561,1.81807141,1.14551126,9,84,2021-10-15,10,0.938968345,1.963321901,Positive,Mobile Deposit,Customer Service,High,37.7966871,500.4770103,421275,10.73899668,2022-12-16,Debit,2021-10-14 00:00:00,0.117507754,3.69745306,9.200193289,0.796480976,17030.61875
2756,34,M,Washingtonville,Premium,Cabin crew,Master,Married,3,Branch,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,94,5,FALSE,TRUE,0.507764125,6,0,410,577.0234644,236570,2022-05-23,2021-07-18,4.409713834,4.551612678,1.727256801,8,-36,2023-04-03,5,0.996210308,3.740939332,Neutral,International Transfers,,Low,8.363728422,226.0641978,495120,20.87872605,2023-05-20,Transfer,2022-05-23 00:00:00,0.734440578,7.214724972,15.59875586,0.169198287,81471.53167
2757,47,M,North Josephtown,Medium,"Production assistant, television",PhD,Divorced,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,96,4,FALSE,FALSE,0.649525849,2,2,225,755.1088226,169875,2022-07-22,2021-02-27,4.27001957,3.337384415,4.61398421,7,27,2021-09-10,15,0.704198831,4.111564256,Positive,Budgeting Tools,Customer Service,Medium,49.57179536,855.2949768,573918,7.545854168,2023-12-30,Credit,2022-07-22 00:00:00,0.939843928,7.964733749,7.349568912,0.684502975,1344.598488
2758,70,F,North Jasontown,High,Astronomer,Master,Married,2,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,35,1,FALSE,FALSE,0.502342176,8,6,826,616.3536863,508816,2021-06-22,2023-09-10,2.109157722,3.562249839,4.148901191,4,-41,2021-11-07,17,0.572572781,4.224426219,Negative,Budgeting Tools,Customer Service,Medium,23.20081231,223.5366708,846227,16.68944898,2022-01-11,Credit,2021-06-22 00:00:00,0.624055781,3.442873271,16.1107123,0.207190292,24304.01283
2759,30,Other,Morrisonview,Low,"Geneticist, molecular",PhD,Single,2,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,3,FALSE,FALSE,0.790328811,2,2,406,124.2987096,50344,2022-05-24,2023-06-04,4.939794622,3.467921174,1.264303808,9,1,2022-02-26,9,0.942269457,3.147988467,Negative,Mobile Deposit,Transaction Delays,Medium,87.10504422,553.0516952,900780,4.341756839,2023-02-22,Debit,2022-05-24 00:00:00,0.09322618,1.043614228,1.003469667,0.488361053,45756.38116
2760,38,M,Kennedymouth,High,Medical technical officer,High School,Widowed,1,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,96,4,FALSE,TRUE,0.157074335,15,4,315,926.4898695,291690,2022-08-07,2021-02-19,3.096645255,1.94895522,4.150728705,3,24,2023-06-28,16,0.762972039,3.752061468,Neutral,,App Issues,Low,73.98811597,217.7594982,389893,0.30065571,2023-02-26,Credit,2022-08-07 00:00:00,0.071868578,2.923512696,1.084813265,0.207470458,24509.82652
2761,36,M,Rogersmouth,Medium,Geographical information systems officer,High School,Widowed,4,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,8,FALSE,TRUE,0.396187828,15,3,203,505.2983651,102515,2021-02-24,2022-11-16,4.906516338,2.291645574,4.599094862,3,55,2021-10-19,1,0.870078417,2.378865336,Negative,Investment Analytics,App Issues,Medium,76.80764066,405.6828029,230677,29.72033681,2022-10-24,Debit,2021-02-24 00:00:00,0.450297574,7.915473784,4.407399432,0.710769736,20585.7382
2762,70,M,Lisastad,High,Consulting civil engineer,Master,Divorced,2,Referral,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,68,9,TRUE,TRUE,0.06650945,9,4,911,743.0436013,676873,2022-09-10,2022-05-28,4.363878558,4.379076099,1.668191313,10,-95,2022-07-19,17,0.679109899,1.580533336,Neutral,Investment Analytics,Fees,Low,51.86726885,866.0666046,898493,25.17894771,2023-06-24,Debit,2022-09-10 00:00:00,0.429180731,9.210566476,5.103298585,0.988479534,75440.2754
2763,36,Other,Grayton,High,Civil Service fast streamer,PhD,Widowed,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,8,TRUE,FALSE,0.671437664,7,2,685,876.3831493,600060,2022-02-25,2022-05-22,4.459689418,2.796288847,1.250564645,4,9,2022-11-02,10,0.556662319,1.60843289,Negative,Mobile Deposit,Transaction Delays,High,54.57678979,36.75057527,917392,18.91669543,2022-10-17,Debit,2022-02-25 00:00:00,0.148729245,2.933335837,7.992499171,0.627780344,57303.07079
2764,74,M,Morganville,Low,Surgeon,PhD,Divorced,3,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,8,9,FALSE,TRUE,0.757031982,15,2,303,880.5036679,266640,2023-11-27,2021-08-09,3.82319014,1.058404018,4.452119072,7,-9,2021-01-23,1,0.929640296,1.171761054,Neutral,Investment Analytics,,Medium,22.55108055,580.690529,314699,7.982431701,2023-12-19,Debit,2023-11-27 00:00:00,0.796058149,9.399488177,6.134671087,0.464835107,61617.29048
2765,42,Other,South Monicafurt,Medium,Logistics and distribution manager,PhD,Married,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,1,TRUE,FALSE,0.667385275,15,9,594,933.8259703,554202,2023-11-10,2023-08-28,1.69530261,2.746172763,3.403145065,9,-77,2021-08-29,1,0.741533352,1.936391137,Neutral,Investment Analytics,Customer Service,Medium,67.4211068,801.6550208,97577,22.349317,2023-12-21,Debit,2023-11-10 00:00:00,0.931844324,4.895343319,18.40320003,0.764808457,21350.47119
2766,48,F,North Carolyn,Medium,Hospital doctor,High School,Single,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,94,1,FALSE,FALSE,0.955155193,5,7,31,650.9084238,20150,2022-01-22,2022-05-04,4.83208576,1.930810852,4.959983459,7,-56,2023-12-03,17,0.554532101,3.637890768,Positive,Mobile Deposit,App Issues,Low,66.86795253,339.5394178,881519,3.063354031,2023-08-05,Credit,2022-01-22 00:00:00,0.917879385,9.929586017,4.859826403,0.853812606,84583.50432
2767,72,F,Stephaniebury,Medium,Microbiologist,PhD,Divorced,1,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,70,3,FALSE,FALSE,0.932143021,3,2,879,636.9375553,559044,2023-03-14,2022-11-29,2.600855805,4.448328834,3.821042763,5,-31,2022-09-30,8,0.593679122,4.635055648,Positive,,,High,54.92341615,655.5315697,665964,18.97840629,2023-10-19,Debit,2023-03-14 00:00:00,0.521561521,5.951936764,15.14009266,0.508637641,1756.867203
2768,40,F,Shannonfort,Medium,"Radiographer, diagnostic",PhD,Married,7,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,78,4,TRUE,TRUE,0.270415856,14,7,354,247.2447166,87438,2022-08-29,2021-04-22,4.774326925,3.048621718,3.044360258,7,-100,2023-12-10,15,0.870764061,4.171807196,Positive,International Transfers,Transaction Delays,High,66.74364014,275.9288685,794605,24.11511313,2023-07-17,Credit,2022-08-29 00:00:00,0.374444981,1.578043724,8.109708982,0.076408597,54097.0215
2769,49,Other,Kellertown,Medium,Armed forces technical officer,Master,Single,6,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,3,2,TRUE,FALSE,0.243172867,2,4,413,321.0161322,132573,2021-04-22,2022-11-15,4.510599703,4.976513096,1.982331964,1,56,2021-07-30,16,0.937911228,4.065685308,Positive,Budgeting Tools,Fees,High,97.44155071,895.9288012,220280,20.19377036,2021-10-02,Debit,2021-04-22 00:00:00,0.762503345,7.466746178,14.13073176,0.87412919,95679.52279
2770,79,M,Allenstad,Medium,"Investment banker, operational",PhD,Widowed,3,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,45,7,TRUE,FALSE,0.025323144,16,0,41,607.3706534,24887,2022-05-06,2023-12-01,4.289636516,1.130191432,3.799090565,7,-96,2023-08-23,9,0.63858905,4.637633478,Neutral,,Customer Service,Medium,95.99144419,271.6765808,628962,22.83471353,2023-07-06,Debit,2022-05-06 00:00:00,0.093301407,3.380918352,15.80724137,0.688586434,96189.30752
2771,27,M,Port Jillmouth,High,"Presenter, broadcasting",High School,Single,7,Marketing,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,71,9,FALSE,FALSE,0.502568184,14,1,209,258.1898459,53922,2023-10-11,2022-04-30,1.032519983,3.207929107,1.307515329,1,13,2022-04-21,16,0.640194782,1.911622651,Neutral,,,High,95.88662969,622.2155639,414241,2.220625956,2023-12-13,Debit,2023-10-11 00:00:00,0.524824074,5.904067314,8.459140526,0.758702178,37996.5538
2772,71,M,New Todd,High,Risk analyst,PhD,Single,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,23,6,FALSE,FALSE,0.861119894,19,6,274,365.2990249,100010,2023-03-02,2021-05-30,3.306499978,1.210095914,2.662645731,4,-89,2023-06-17,5,0.550846178,1.235869474,Positive,,App Issues,High,10.52441777,166.693259,22613,1.194588154,2023-06-20,Credit,2023-03-02 00:00:00,0.28529253,2.627970701,15.71363677,0.698832643,4743.763318
2773,69,M,West Ronniefort,Medium,Computer games developer,High School,Single,6,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,71,4,FALSE,TRUE,0.157506762,8,0,96,174.5350853,16704,2021-08-19,2023-06-18,1.976029937,2.13633372,2.386642845,3,-47,2022-09-04,0,0.709434531,2.679927077,Negative,,,Low,80.37734258,169.9306769,103048,12.9470138,2022-11-06,Debit,2021-08-19 00:00:00,0.668071438,7.215417935,5.761005791,0.624360189,93386.7966
2774,37,M,Lake Paulborough,High,"Accountant, chartered",High School,Widowed,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,6,TRUE,TRUE,0.593380479,12,1,10,753.1197281,7530,2022-05-09,2021-07-15,4.522118934,1.919240249,3.411711427,2,35,2021-09-13,12,0.945709483,2.506540151,Positive,Mobile Deposit,Transaction Delays,High,91.0037982,915.496173,564054,23.74710785,2023-06-14,Transfer,2022-05-09 00:00:00,0.413515444,0.868598087,0.954015104,0.026494752,24775.62544
2775,49,Other,Port Abigail,High,Technical brewer,Bachelor,Divorced,7,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,22,1,FALSE,FALSE,0.720365935,0,0,777,634.7356647,492618,2023-10-21,2023-07-04,3.806111218,2.128844893,1.887812914,8,6,2023-07-20,5,0.582169613,3.389578315,Neutral,,Transaction Delays,High,85.87739986,71.63006061,144756,9.015238515,2023-11-28,Credit,2023-10-21 00:00:00,0.431229779,5.606190883,16.45048702,0.773246231,8121.96887
2776,31,F,East Tylerland,Medium,Counsellor,High School,Divorced,6,Online,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,54,6,FALSE,FALSE,0.367686758,11,9,948,726.617858,688248,2021-05-26,2021-09-13,3.594802886,4.923068217,1.651720779,1,-30,2021-11-11,18,0.889580445,2.93107432,Negative,,Fees,Medium,31.43073865,179.269054,163334,22.16335036,2022-11-07,Credit,2021-05-26 00:00:00,0.201025708,1.030761659,8.046475447,0.867239099,3545.735455
2777,67,M,Marisaside,Medium,Computer games developer,Bachelor,Single,5,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,97,4,FALSE,FALSE,0.702944555,16,6,372,450.1904384,167400,2023-12-18,2021-06-25,4.618048433,2.113630089,1.598229976,5,-31,2021-05-25,5,0.609448246,3.993238401,Neutral,Mobile Deposit,Fees,Medium,42.99336371,821.9813807,730097,2.153407717,2023-12-23,Transfer,2023-12-18 00:00:00,0.54381571,9.121698267,8.396713964,0.685004354,19174.35985
2778,45,F,Jacksonmouth,Medium,Medical technical officer,Bachelor,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,3,FALSE,TRUE,0.837316641,13,1,667,738.4078991,492246,2021-01-25,2021-05-05,2.182693752,1.657751032,2.242122352,1,35,2022-12-01,18,0.601307298,4.185629383,Negative,Investment Analytics,App Issues,Low,15.8578835,328.2852201,51456,19.66321437,2022-06-01,Debit,2021-01-25 00:00:00,0.198963174,1.563304945,13.26770457,0.036124826,66244.04693
2779,70,Other,South Elainebury,High,Research scientist (maths),PhD,Married,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,50,6,FALSE,FALSE,0.010509728,0,9,794,471.0104636,373974,2023-01-10,2021-03-10,1.431476134,4.805375072,4.453873381,7,91,2022-07-12,11,0.507472391,3.308318364,Neutral,Investment Analytics,Transaction Delays,High,59.8746774,695.2874626,172847,27.71558291,2023-03-29,Debit,2023-01-10 00:00:00,0.683926864,3.667735458,16.3525913,0.3833103,21924.67431
2780,41,Other,East George,High,Academic librarian,Bachelor,Single,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,49,9,FALSE,FALSE,0.735228076,9,2,249,537.416691,133713,2022-10-11,2023-02-12,2.221479873,3.500858835,2.588893738,3,53,2021-03-25,10,0.834864931,1.831389838,Positive,,App Issues,Low,2.705284953,434.6805588,152388,13.80708576,2022-10-26,Transfer,2022-10-11 00:00:00,0.907430602,2.496970166,13.37276031,0.514344593,58665.06766
2781,39,M,North Ryantown,Low,"Teacher, special educational needs",Master,Single,6,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,46,8,FALSE,TRUE,0.599839067,13,6,597,135.9950953,80595,2021-09-28,2022-10-04,1.73401418,2.146252889,4.565104827,6,-100,2023-02-21,6,0.69343947,4.513822338,Positive,International Transfers,Fees,Low,72.91985345,426.7282523,415162,1.722950943,2023-08-07,Credit,2021-09-28 00:00:00,0.90547629,7.201790998,8.151855404,0.83300495,71614.39697
2782,47,Other,West Raven,High,Adult nurse,High School,Married,5,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,82,8,TRUE,FALSE,0.844836197,14,0,29,46.06838286,1334,2023-03-04,2021-05-14,2.010572995,3.636815583,3.989500199,7,54,2022-06-08,5,0.986875143,2.057289194,Neutral,Mobile Deposit,Customer Service,High,18.11280055,312.5103051,546919,21.62956181,2023-10-25,Transfer,2023-03-04 00:00:00,0.533453816,0.648671951,6.385666623,0.385065404,25160.15617
2783,80,F,Jeffreyview,Medium,Artist,Master,Single,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,24,9,TRUE,FALSE,0.138605739,10,3,20,747.582912,14940,2023-05-12,2021-09-19,3.265105989,4.154785978,3.86163571,10,58,2021-08-20,14,0.525831933,4.061542833,Negative,Budgeting Tools,Transaction Delays,Low,76.65942636,689.467731,56033,26.51163656,2023-09-10,Debit,2023-05-12 00:00:00,0.362908701,1.954608456,7.014446186,0.911395369,32342.2037
2784,21,M,Lynnville,Low,Biomedical scientist,Bachelor,Single,7,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,38,6,FALSE,FALSE,0.807100347,18,6,329,891.6974402,293139,2023-01-19,2021-05-07,2.821456365,1.067339948,4.071908868,1,18,2023-08-14,5,0.532968715,3.032173447,Negative,Mobile Deposit,Fees,Medium,34.27454995,153.1602257,728340,10.88391884,2023-07-24,Credit,2023-01-19 00:00:00,0.241137666,6.476761807,6.459909175,0.56370532,37358.83979
2785,76,M,New Cynthia,High,Oceanographer,PhD,Divorced,1,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,67,8,FALSE,TRUE,0.141180264,10,1,452,367.1078334,165884,2021-12-20,2023-06-25,4.92393652,1.939914287,3.015238972,10,5,2023-05-23,8,0.642226803,3.226831015,Neutral,Investment Analytics,Transaction Delays,Medium,99.38375783,423.4689103,23303,11.15950895,2023-06-10,Credit,2021-12-20 00:00:00,0.261176271,2.292085472,12.41748131,0.312845571,16406.78147
2786,25,F,Davismouth,High,English as a foreign language teacher,High School,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,45,7,TRUE,TRUE,0.584881871,18,3,143,848.3773087,121264,2023-08-23,2021-04-23,2.673903974,3.283553888,2.076267487,7,80,2021-12-11,17,0.76888736,1.644631393,Neutral,Budgeting Tools,Fees,Medium,41.38972606,662.9037926,665817,9.908230953,2023-12-21,Debit,2023-08-23 00:00:00,0.827616433,7.050673584,14.73593176,0.261506879,29575.50612
2787,29,M,New Katie,Medium,"Lighting technician, broadcasting/film/video",Master,Single,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,71,1,TRUE,FALSE,0.270884579,10,8,180,282.6913585,50760,2021-05-30,2022-09-10,1.607210757,3.043569127,1.714562106,8,13,2023-09-25,2,0.874215734,3.282469693,Positive,Investment Analytics,Customer Service,High,82.09784203,937.754565,251630,3.187928505,2021-06-03,Transfer,2021-05-30 00:00:00,0.758896394,1.667465693,6.722444767,0.053413848,68385.43222
2788,48,M,Lake Matthewfurt,Medium,Outdoor activities/education manager,PhD,Single,1,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,92,6,FALSE,FALSE,0.240007274,18,6,215,734.5907638,157810,2021-02-04,2023-06-04,4.499512726,2.685111616,2.987673087,1,15,2022-08-20,1,0.65150987,4.338832113,Neutral,,Fees,High,21.78393334,140.7930285,815426,9.186536069,2023-12-11,Debit,2021-02-04 00:00:00,0.960073193,6.565076901,6.84963906,0.907760397,73986.45818
2789,51,F,Stokesbury,Premium,Haematologist,Bachelor,Widowed,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,12,4,TRUE,FALSE,0.498740299,6,2,618,586.0678333,362148,2021-05-19,2021-05-15,2.105451693,1.123349721,2.502249693,10,-53,2022-04-06,12,0.666773133,2.748256819,Positive,Mobile Deposit,Customer Service,High,52.04236742,128.8145441,63287,12.7365512,2023-11-27,Credit,2021-05-19 00:00:00,0.404916498,4.683084642,3.570362062,0.539209238,76048.1177
2790,66,M,Darrellland,Medium,Astronomer,PhD,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,37,3,TRUE,TRUE,0.757330018,6,2,362,43.21657778,15566,2021-01-29,2021-07-28,1.431410878,4.804318208,3.631330268,3,37,2023-12-07,10,0.859672057,2.294341721,Neutral,International Transfers,Transaction Delays,High,70.41873681,729.5601979,318319,12.55314664,2022-09-16,Debit,2021-01-29 00:00:00,0.361825516,0.243282226,9.542652101,0.226921742,30078.57607
2791,74,M,North Matthewshire,High,Psychiatric nurse,Master,Single,2,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,35,3,FALSE,TRUE,0.645222747,5,3,336,249.1566479,83664,2022-06-21,2021-04-25,3.635348995,3.860309558,2.396430878,8,55,2021-07-31,4,0.684891278,2.07603419,Positive,Budgeting Tools,,High,52.79724886,136.1123216,52711,6.184590374,2023-02-25,Credit,2022-06-21 00:00:00,0.133755707,6.110387652,14.56730525,0.146630309,39442.62686
2792,43,F,Lake Sheri,Low,Dramatherapist,PhD,Widowed,7,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,36,8,FALSE,TRUE,0.988562196,8,3,129,632.7073427,81528,2022-03-18,2021-04-17,2.025389768,4.981115247,1.228589437,6,-89,2021-07-01,4,0.826279753,2.888595636,Positive,,Fees,High,75.00401718,687.6524277,552909,16.66431645,2022-08-27,Transfer,2022-03-18 00:00:00,0.555815022,5.203756764,6.445442501,0.007693926,21590.23594
2793,35,Other,Davidmouth,Low,"Engineer, mining",Master,Widowed,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,1,FALSE,FALSE,0.11906093,17,7,403,215.6850592,86645,2021-03-23,2022-08-27,1.063957128,4.499055304,2.516886624,2,-86,2023-01-13,11,0.657098015,1.985953237,Positive,International Transfers,Customer Service,High,64.05149511,70.87869891,662432,16.21486944,2023-05-23,Debit,2021-03-23 00:00:00,0.187848134,3.158225806,11.89922597,0.48027934,95384.40525
2794,55,F,Raytown,Medium,Copy,PhD,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,7,FALSE,FALSE,0.721759326,5,5,410,593.9884859,243130,2021-05-04,2023-02-21,3.654540401,3.294638515,4.537869374,2,-35,2022-05-10,1,0.995823657,2.754742454,Positive,Investment Analytics,Fees,High,65.93962924,301.5431048,802522,11.45543236,2023-10-26,Transfer,2021-05-04 00:00:00,0.435485112,8.012649687,8.7848808,0.30528887,65570.80561
2795,67,M,Bryanside,Medium,Health promotion specialist,High School,Widowed,7,Online,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,18,4,FALSE,FALSE,0.055470253,13,5,315,709.7534503,223335,2023-03-27,2023-04-03,1.289590812,2.409030049,3.825296363,6,-19,2023-10-10,17,0.95831983,2.988878194,Negative,Investment Analytics,App Issues,High,15.09925892,626.5090949,280306,28.04596111,2023-10-22,Debit,2023-03-27 00:00:00,0.964671493,4.332867372,12.06268322,0.323265454,95243.77406
2796,25,F,Port Paul,High,"Psychotherapist, dance movement",PhD,Divorced,7,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,36,1,FALSE,FALSE,0.357452691,8,7,516,353.1177665,182148,2023-11-04,2021-07-16,1.009025175,1.655885347,2.543909405,7,16,2023-06-05,9,0.793329885,1.683042504,Negative,Budgeting Tools,Transaction Delays,Medium,83.81746005,689.670001,92910,28.96410847,2023-12-23,Credit,2023-11-04 00:00:00,0.936203176,5.409263045,10.06724977,0.078332994,25200.98734
2797,58,M,Floresstad,Medium,"Editor, film/video",High School,Widowed,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,2,FALSE,TRUE,0.343501546,2,7,830,694.5117656,576020,2022-08-10,2023-04-22,3.728932413,1.845332761,1.841954337,3,24,2023-05-14,17,0.980462924,4.422204783,Neutral,,App Issues,Medium,7.744578954,823.7409935,40453,20.38732086,2023-09-25,Debit,2022-08-10 00:00:00,0.144114618,9.543744451,7.27602594,0.972139739,5405.924319
2798,23,M,New Elizabeth,Medium,Retail manager,Master,Divorced,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,7,FALSE,FALSE,0.256213387,2,7,220,646.4281536,142120,2023-10-24,2022-04-23,2.812666707,4.472022294,3.264799581,7,89,2021-04-27,3,0.78089334,3.882582059,Negative,Investment Analytics,,Low,27.26644879,850.347735,215142,8.550106056,2023-11-20,Transfer,2023-10-24 00:00:00,0.374277689,6.76974302,14.58051828,0.65131424,47607.58131
2799,61,F,North Randall,Medium,"Designer, textile",High School,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,1,TRUE,TRUE,0.532402673,7,0,697,987.4402816,687939,2023-05-01,2021-01-22,4.217734715,4.444590307,4.74099994,8,-57,2021-08-04,6,0.925573017,4.269864073,Positive,,Fees,Medium,96.3265647,61.3914385,712458,28.14813538,2023-10-16,Transfer,2023-05-01 00:00:00,0.885155677,0.479276055,8.405458323,0.366802236,16818.71568
2800,81,M,Stewartport,Medium,"Surveyor, minerals",PhD,Widowed,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,38,6,TRUE,FALSE,0.243633335,11,7,497,618.5043019,307146,2023-05-18,2023-07-18,1.65724232,4.442544728,3.320597816,4,70,2022-07-28,2,0.976311779,4.452508445,Negative,,App Issues,Low,72.11238494,41.17493454,247299,21.63716356,2023-12-16,Transfer,2023-05-18 00:00:00,0.147135141,8.329180384,8.814670839,0.348614827,74784.55454
2801,46,Other,South Erin,Premium,Tree surgeon,High School,Married,1,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,25,4,FALSE,FALSE,0.367572042,17,4,894,282.5998868,252108,2023-04-04,2023-02-26,3.042822241,4.442892657,4.557538745,2,-78,2022-07-19,4,0.987921113,3.038044807,Positive,,Fees,Low,91.45250612,22.9091951,213824,13.22071532,2023-08-10,Debit,2023-04-04 00:00:00,0.309681104,1.725269274,15.87073835,0.448094857,42974.1204
2802,45,M,New Justin,High,Land,Master,Divorced,5,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,41,3,FALSE,TRUE,0.859495547,0,2,188,254.7229636,47752,2021-06-18,2023-08-09,1.464149256,1.745584397,3.822535892,5,37,2022-05-31,0,0.985941368,4.536057561,Positive,International Transfers,Transaction Delays,Low,2.941536928,741.8764181,889976,26.3696143,2022-04-21,Credit,2021-06-18 00:00:00,0.091427183,6.705148593,2.298872414,0.543457826,55632.10475
2803,28,F,New Lukehaven,Low,Health service manager,PhD,Married,3,Referral,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,61,7,TRUE,TRUE,0.323716691,18,6,291,663.0782752,192933,2021-11-09,2023-05-27,2.638856554,4.414783361,1.480754433,5,-95,2023-11-07,6,0.936508507,3.381169747,Neutral,,App Issues,Medium,17.29377803,990.0674251,569398,4.625162288,2022-07-16,Debit,2021-11-09 00:00:00,0.937405771,8.617068151,13.87720764,0.550691857,53175.01549
2804,82,Other,West Wendyshire,High,"Accountant, chartered public finance",High School,Married,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,9,FALSE,FALSE,0.985959353,11,1,675,112.4235651,75600,2022-07-23,2021-07-27,2.425487521,1.501269625,3.811632651,10,22,2022-11-05,11,0.697465893,4.840814379,Positive,Investment Analytics,App Issues,Low,97.84436945,782.4329441,880069,19.95321367,2023-10-06,Debit,2022-07-23 00:00:00,0.406789153,8.906447058,15.8234862,0.518087095,48578.86993
2805,36,Other,Welchborough,High,Barrister,High School,Widowed,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,66,5,TRUE,TRUE,0.276043493,19,9,364,234.1299202,85176,2021-06-21,2022-11-27,3.552813886,2.65788406,3.424844705,9,44,2023-05-10,15,0.996044952,2.718286355,Negative,,,Low,66.028963,122.9935494,96006,8.340007663,2023-02-22,Transfer,2021-06-21 00:00:00,0.281912865,1.573042546,14.58768378,0.740956961,42541.24291
2806,26,M,Carterfurt,High,Chartered public finance accountant,Bachelor,Divorced,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,6,FALSE,TRUE,0.903003862,15,9,424,18.88061379,7632,2022-09-27,2021-02-23,3.493692285,4.970729147,2.441939232,1,76,2022-05-30,6,0.889766313,4.111993346,Positive,,,Medium,14.99549274,746.6507924,536373,16.53648371,2023-09-15,Credit,2022-09-27 00:00:00,0.229788277,4.751297742,8.939701896,0.49091622,13489.56997
2807,44,F,Port Masonborough,Low,"Radiographer, diagnostic",High School,Single,7,Online,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,68,7,TRUE,TRUE,0.43127562,8,5,917,516.3289778,473172,2021-06-11,2023-07-19,2.032856151,3.791182318,4.814187541,2,85,2023-01-01,7,0.925639602,2.40107845,Positive,Investment Analytics,Transaction Delays,Low,62.38204744,736.1563732,881233,8.711257397,2022-05-22,Credit,2021-06-11 00:00:00,0.551151552,4.372580529,5.622659677,0.895565342,43349.49485
2808,51,M,Lake Jill,Medium,"Scientist, product/process development",Bachelor,Widowed,3,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,28,6,FALSE,FALSE,0.907528425,5,3,613,787.7747723,482431,2023-11-14,2023-11-26,1.20272535,3.58711735,2.319025193,5,-52,2021-06-20,14,0.899743674,1.511018288,Neutral,Budgeting Tools,,Low,35.64070595,831.9855467,558767,17.38823159,2023-12-18,Transfer,2023-11-14 00:00:00,0.303574346,4.755348795,6.322002894,0.069477318,3194.922285
2809,61,M,Port Tony,Low,"Scientist, forensic",Master,Divorced,3,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,96,6,FALSE,TRUE,0.426792894,5,0,155,515.5508785,79825,2022-02-21,2022-11-04,1.419115906,1.9077363,1.336851749,10,94,2021-01-27,5,0.786472559,4.452602985,Negative,,Customer Service,High,70.35057686,198.9253313,366706,12.90019538,2022-03-25,Debit,2022-02-21 00:00:00,0.240262666,1.209887987,9.99739858,0.602925637,18517.29635
2810,32,F,Evansburgh,High,"Education officer, museum",Bachelor,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,3,TRUE,FALSE,0.770360484,6,5,175,292.712122,51100,2021-11-15,2022-01-30,4.651713253,3.946678587,1.990567146,7,-36,2021-07-27,4,0.770597006,3.795201071,Neutral,Investment Analytics,Customer Service,Medium,87.41838631,759.7434755,796237,17.49115381,2022-11-14,Credit,2021-11-15 00:00:00,0.46177852,6.885452771,19.87925909,0.74094905,4658.443383
2811,68,F,New Philipchester,High,"Designer, multimedia",Master,Divorced,5,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,17,3,FALSE,FALSE,0.399997604,13,2,872,839.5523817,731608,2022-11-01,2021-08-10,3.906293908,3.190325949,2.745360063,4,-91,2023-09-22,15,0.707005567,3.330553434,Neutral,,Transaction Delays,Low,90.84273237,516.5976465,19555,2.285532355,2022-11-13,Credit,2022-11-01 00:00:00,0.745062795,5.993348275,5.035821713,0.07505248,49111.4549
2812,30,M,Mooneyfurt,Medium,Garment/textile technologist,High School,Widowed,5,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,5,TRUE,TRUE,0.62090367,15,3,781,489.8510064,381909,2023-03-12,2021-07-30,4.769655441,2.925880158,4.559326252,8,95,2022-05-13,19,0.562647602,4.803021888,Neutral,Budgeting Tools,Customer Service,Low,8.244509103,408.085498,386733,0.096520123,2023-08-15,Debit,2023-03-12 00:00:00,0.536955679,7.897306777,2.952062264,0.39108348,38002.80276
2813,66,Other,Jonesport,Medium,Production manager,High School,Divorced,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,7,TRUE,TRUE,0.051488161,2,3,310,692.822425,214520,2021-05-16,2021-01-26,3.470906367,1.935977951,1.114855785,7,0,2023-10-11,11,0.814704518,4.154272158,Negative,Mobile Deposit,App Issues,High,9.597754303,200.7126502,533240,23.50212941,2022-04-07,Transfer,2021-05-16 00:00:00,0.900646664,9.308968471,9.880104104,0.667339872,70013.29317
2814,73,M,Heatherborough,Low,Financial adviser,Bachelor,Married,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,39,6,TRUE,TRUE,0.599000096,0,7,262,986.5945182,258332,2022-09-28,2021-05-19,4.51715953,1.499053347,4.1895379,4,-40,2022-03-30,9,0.660741457,1.288946685,Negative,Budgeting Tools,Transaction Delays,High,18.59388303,914.7856599,636133,8.252922331,2023-11-11,Credit,2022-09-28 00:00:00,0.005803491,3.435865105,3.76260988,0.799940466,21129.57171
2815,68,Other,Davismouth,Low,Chemical engineer,Master,Divorced,7,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,63,2,TRUE,FALSE,0.315949744,19,6,927,815.5857636,755505,2023-06-15,2022-02-01,4.091339769,1.914795476,2.106934028,1,40,2023-06-08,11,0.595972654,1.171933549,Positive,Budgeting Tools,Transaction Delays,Medium,32.23879792,613.6878707,398198,20.85597741,2023-06-30,Debit,2023-06-15 00:00:00,0.611817856,6.994644636,15.01562288,0.870999446,53673.77006
2816,54,M,Port Sarahport,Premium,Copy,High School,Divorced,6,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,29,3,TRUE,FALSE,0.996287275,16,8,599,852.0208997,510348,2022-05-04,2021-09-16,1.979013559,3.020725149,3.409840777,10,-9,2022-06-29,11,0.630912265,3.308557479,Positive,,App Issues,Medium,54.09120647,916.0097572,609651,1.169037683,2023-05-08,Transfer,2022-05-04 00:00:00,0.733271596,5.453579142,1.051830051,0.314804236,3279.15229
2817,34,F,Penashire,Low,Personnel officer,Bachelor,Married,1,Online,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,28,5,TRUE,FALSE,0.810622097,0,6,161,129.5223356,20769,2021-04-29,2023-11-09,3.999099763,4.858395471,2.514091309,6,-6,2021-08-01,1,0.693595783,2.824633758,Negative,Budgeting Tools,App Issues,Low,90.28693488,362.1201254,315145,19.84778287,2023-05-07,Debit,2021-04-29 00:00:00,0.145165504,9.439946953,2.645770786,0.556089423,9592.136542
2818,75,Other,South Heather,Low,"Buyer, industrial",Bachelor,Widowed,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,7,FALSE,TRUE,0.079573819,4,8,649,545.2396134,353705,2022-05-16,2022-06-09,3.437533416,2.010333716,2.055281196,1,62,2023-09-27,6,0.503911924,1.204723116,Neutral,Budgeting Tools,Customer Service,Low,25.47331276,315.6220045,898658,21.47289231,2022-06-17,Transfer,2022-05-16 00:00:00,0.236579673,7.88884867,8.596243578,0.035182514,23854.3315
2819,46,F,Phyllisborough,Premium,Neurosurgeon,Bachelor,Single,2,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,18,6,TRUE,FALSE,0.198269511,16,0,837,997.0638157,834489,2021-06-26,2022-12-29,1.679237939,3.710149889,3.029683283,7,44,2023-02-09,4,0.674593087,1.391892432,Negative,Mobile Deposit,Transaction Delays,Low,56.0123815,335.0156964,687378,21.24830539,2023-02-26,Credit,2021-06-26 00:00:00,0.75861787,2.170226065,8.21155739,0.263812568,34484.74375
2820,50,F,Port Kaitlin,Medium,Special effects artist,High School,Married,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,89,3,TRUE,TRUE,0.616073951,4,3,504,330.4624613,166320,2023-06-09,2023-05-13,1.376452685,1.701951741,2.497901281,3,31,2023-11-29,17,0.818672612,2.366703138,Positive,Mobile Deposit,Customer Service,Medium,61.72654693,424.5359271,602566,25.52400496,2023-07-23,Debit,2023-06-09 00:00:00,0.854902666,3.021806271,13.67323753,0.384048098,92039.6754
2821,77,F,West Jessicashire,High,Midwife,Master,Married,4,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,57,7,TRUE,TRUE,0.300427967,10,0,940,51.36903035,47940,2021-08-26,2023-09-13,2.466650461,2.630431124,2.5729948,7,39,2023-02-23,17,0.600188091,2.710079353,Positive,Mobile Deposit,Customer Service,Medium,89.94451233,390.0001849,665350,25.89522427,2023-02-21,Transfer,2021-08-26 00:00:00,0.073010261,5.026446076,2.34317747,0.294253665,74913.29279
2822,72,F,Lake Kristenberg,Low,Accounting technician,High School,Widowed,5,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,39,5,FALSE,FALSE,0.212903457,2,5,186,43.71055298,7998,2023-07-18,2023-06-30,3.342789615,2.106123393,1.644160098,6,93,2021-03-28,15,0.606260348,3.887876014,Neutral,,App Issues,Medium,97.46154276,346.3323767,784936,6.011998833,2023-09-24,Debit,2023-07-18 00:00:00,0.418902026,2.318462517,5.269823446,0.804167087,37280.5336
2823,27,F,Clementschester,Medium,Race relations officer,PhD,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,4,FALSE,TRUE,0.355694317,9,1,493,978.9045996,482154,2021-04-23,2022-01-16,3.226764054,2.381702293,1.568688833,10,-31,2021-08-09,1,0.578571322,4.070701314,Negative,International Transfers,Customer Service,Low,31.26735304,74.035026,331369,17.35977474,2022-06-07,Credit,2021-04-23 00:00:00,0.209277392,3.963965257,12.46750209,0.763712931,75567.64181
2824,64,M,North Cody,Medium,Brewing technologist,PhD,Divorced,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,76,6,TRUE,FALSE,0.106206083,13,9,38,439.901354,16682,2022-09-26,2022-05-13,2.924768925,1.890046683,2.044795192,5,72,2021-07-21,7,0.619276313,3.133327802,Positive,,App Issues,Medium,48.37738581,573.2312097,809034,0.618996953,2023-05-21,Transfer,2022-09-26 00:00:00,0.930022016,5.01844624,17.35627098,0.079220643,42385.27857
2825,40,Other,Whiteton,High,Barrister's clerk,High School,Married,1,Online,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,30,2,TRUE,TRUE,0.554472365,18,8,752,292.002365,219584,2021-12-26,2021-10-09,2.915194411,4.892707895,3.353711503,7,26,2021-07-14,18,0.513176911,1.585802032,Negative,International Transfers,Customer Service,Low,58.36117087,880.1138728,541297,2.658456445,2022-06-13,Credit,2021-12-26 00:00:00,0.324174138,9.393506005,4.453129291,0.300135863,7802.005841
2826,38,M,New Debrashire,Low,Make,Master,Divorced,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,7,FALSE,FALSE,0.283007304,10,3,812,518.7941831,420616,2021-09-02,2021-04-01,1.065967622,2.328263911,1.932044896,5,13,2021-08-29,5,0.989236043,2.422009908,Neutral,Mobile Deposit,Transaction Delays,Low,93.83373915,111.0012139,640831,12.56672049,2023-09-22,Transfer,2021-09-02 00:00:00,0.697699841,0.726639601,7.332519702,0.737176631,630.5521009
2827,30,M,Bookerfurt,Medium,"Surveyor, planning and development",Bachelor,Divorced,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,2,FALSE,TRUE,0.867009884,0,3,836,614.0731215,513304,2021-01-26,2021-05-04,1.086331915,4.489269124,4.093352891,10,67,2022-05-04,12,0.534261187,4.230341515,Positive,Investment Analytics,Transaction Delays,High,82.06272698,425.6846647,873644,1.153396987,2021-02-11,Credit,2021-01-26 00:00:00,0.522783794,8.148221602,7.70117492,0.117454851,51031.9078
2828,50,M,North David,High,Barrister's clerk,PhD,Widowed,6,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,14,7,FALSE,FALSE,0.032752609,11,5,544,881.9652497,479264,2021-10-09,2021-09-19,2.631103933,2.348411113,4.258469489,2,19,2023-01-09,6,0.864125906,4.652741561,Neutral,Budgeting Tools,App Issues,High,67.11482623,618.5061845,265025,10.37702603,2021-11-30,Debit,2021-10-09 00:00:00,0.548221125,4.700654392,11.83376349,0.197233836,48794.64035
2829,41,F,Burnsburgh,Medium,"Chemist, analytical",PhD,Widowed,6,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,8,TRUE,TRUE,0.350941918,19,4,899,448.2112013,402752,2021-01-24,2022-10-01,3.060698609,3.050341916,1.646049182,9,37,2023-05-14,19,0.63489685,2.21748423,Neutral,International Transfers,,Medium,47.56126911,466.0761241,479049,19.18861731,2023-08-19,Credit,2021-01-24 00:00:00,0.528477291,8.823822393,9.803454927,0.560005309,85851.26227
2830,28,M,Parsonsland,Medium,Commercial art gallery manager,High School,Divorced,3,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,61,2,TRUE,TRUE,0.549600398,1,5,738,854.5439996,630252,2021-12-02,2023-06-12,3.702181289,4.656960339,4.90433901,1,-18,2023-03-18,4,0.7485483,1.223484956,Positive,Investment Analytics,App Issues,High,94.67296398,545.5773298,184995,24.46277062,2022-06-21,Credit,2021-12-02 00:00:00,0.291045122,0.476342543,11.97302451,0.487306603,18728.79955
2831,34,Other,Hancockfurt,Low,"Teacher, special educational needs",PhD,Married,3,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,73,8,TRUE,FALSE,0.235163713,0,8,618,267.5894905,165006,2023-10-14,2023-11-17,3.660883743,1.874005809,2.065667018,10,-99,2021-03-23,16,0.665995519,2.106023598,Negative,Mobile Deposit,Customer Service,Low,19.58746709,209.4343156,429031,13.06230216,2023-11-18,Credit,2023-10-14 00:00:00,0.681204265,5.636213934,3.405771423,0.239331777,14430.23043
2832,64,M,Cynthiamouth,Low,Meteorologist,PhD,Married,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,56,7,FALSE,TRUE,0.057352317,14,5,59,553.0339345,32627,2022-12-12,2023-01-03,4.940482452,2.843785685,1.291058222,6,-45,2022-12-13,3,0.985328016,4.284957891,Positive,Budgeting Tools,Transaction Delays,High,9.673284277,942.712278,625158,14.56108649,2023-03-10,Debit,2022-12-12 00:00:00,0.974790386,6.497388343,4.863102419,0.104076501,51261.58648
2833,42,F,Alexanderville,High,Accommodation manager,Bachelor,Divorced,4,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,20,3,TRUE,TRUE,0.072455732,12,5,908,783.7695374,710964,2023-12-08,2022-09-30,2.567194899,4.792407008,2.753547626,10,-35,2023-06-21,0,0.67933723,2.592173293,Positive,Mobile Deposit,App Issues,High,15.75144043,321.2367866,45517,0.182137107,2023-12-27,Transfer,2023-12-08 00:00:00,0.054252894,9.24328656,0.323697663,0.040562343,72969.89535
2834,38,Other,North Tracyhaven,High,Tree surgeon,Bachelor,Single,7,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,53,7,FALSE,FALSE,0.159323287,12,3,612,448.2599311,274176,2023-11-26,2021-10-26,1.506993769,4.405337479,1.726306097,10,-88,2023-08-02,5,0.723893834,1.532670899,Positive,Mobile Deposit,,Low,7.697593944,306.5003146,841724,25.99322229,2023-12-08,Credit,2023-11-26 00:00:00,0.541906485,5.502795138,16.98926822,0.787757141,11224.65473
2835,29,Other,North Brenda,Premium,"Editor, magazine features",Master,Single,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,88,1,FALSE,TRUE,0.271890922,12,6,879,284.7688641,249636,2022-06-15,2021-10-29,2.203904354,3.161241252,4.137626051,8,58,2023-12-07,5,0.994344014,3.748252333,Negative,Investment Analytics,Fees,Low,35.83745696,463.6500659,582918,29.52323702,2022-07-31,Debit,2022-06-15 00:00:00,0.496574123,8.341272953,16.65089644,0.339702675,94166.44994
2836,54,Other,Hillville,High,"Psychologist, educational",PhD,Widowed,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,36,2,FALSE,TRUE,0.705734604,16,3,174,810.9108658,140940,2021-12-08,2023-08-20,4.066218523,1.963681911,1.459924619,9,-61,2021-03-18,2,0.549579614,4.327304363,Negative,Mobile Deposit,Fees,Low,64.21528948,89.76305614,553861,13.5310337,2023-11-21,Credit,2021-12-08 00:00:00,0.276031912,9.76378821,11.87720933,0.838176045,20506.60518
2837,59,Other,South Todd,Medium,Clinical embryologist,Master,Married,4,Branch,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,39,5,TRUE,FALSE,0.474644941,5,4,928,809.1904578,750752,2023-02-01,2022-09-25,1.975432159,3.183786062,2.934439083,7,-36,2023-03-28,9,0.647823998,3.530650279,Neutral,Investment Analytics,,Medium,82.75837153,980.6309939,822118,9.106813758,2023-09-28,Credit,2023-02-01 00:00:00,0.803217344,3.170711178,9.175205433,0.478580758,29977.77379
2838,34,M,Evansberg,High,Chartered legal executive (England and Wales),Master,Divorced,2,Branch,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,19,9,FALSE,TRUE,0.032924626,11,3,927,289.4842133,267903,2021-09-17,2022-12-04,4.269938588,4.342901336,1.334701112,6,43,2023-06-04,10,0.692710821,4.122090559,Neutral,Mobile Deposit,Fees,Low,30.14189546,490.0135296,559946,5.276678513,2022-12-18,Debit,2021-09-17 00:00:00,0.926503316,9.9289079,14.31626191,0.862510967,43140.67911
2839,65,F,West Bryanside,Low,International aid/development worker,Bachelor,Divorced,5,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,70,1,TRUE,FALSE,0.155033229,14,8,653,608.8245701,397024,2022-07-05,2022-08-20,4.224226246,3.723494103,4.594849069,1,-24,2021-02-22,13,0.724855416,4.382881152,Neutral,International Transfers,Transaction Delays,Low,13.95650769,447.5392112,839610,21.74243255,2023-02-22,Debit,2022-07-05 00:00:00,0.988671651,1.758554228,1.522121637,0.559308264,51986.47724
2840,45,Other,South Lisa,Medium,Electronics engineer,Bachelor,Married,7,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,17,5,TRUE,TRUE,0.367925049,2,5,305,253.9077295,77165,2021-08-30,2023-01-26,2.876843401,3.035863953,2.234406486,10,16,2022-03-19,3,0.97867974,2.097586092,Neutral,,Customer Service,Low,88.2010343,963.3889536,905324,12.33903811,2023-09-25,Debit,2021-08-30 00:00:00,0.073543803,6.850280431,19.55075915,0.843195163,71315.7258
2841,58,Other,South Angelaside,Medium,Physiotherapist,High School,Widowed,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,6,FALSE,FALSE,0.419773252,5,9,982,897.3455233,880854,2021-03-02,2021-01-17,3.920288456,1.979657202,3.467160487,3,74,2022-01-06,6,0.690894096,3.766386391,Negative,,Fees,Low,42.79488077,453.0699339,283771,10.1514281,2023-11-30,Debit,2021-03-02 00:00:00,0.761698459,6.515296779,19.11898125,0.069580347,57237.19086
2842,64,F,Brownshire,Low,Catering manager,Bachelor,Widowed,7,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,55,3,FALSE,FALSE,0.06314594,2,5,347,84.36860159,29148,2022-11-18,2023-11-27,4.204818361,3.547859993,3.917740547,9,22,2021-02-19,9,0.64077119,4.273302175,Negative,,,Low,51.34887745,832.6871615,253273,17.71420712,2023-01-29,Transfer,2022-11-18 00:00:00,0.411925672,1.304126266,2.60556086,0.530173932,62661.74036
2843,35,M,Port Karenville,High,Armed forces logistics/support/administrative officer,Master,Single,6,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,89,5,FALSE,TRUE,0.121059194,11,4,759,388.4825727,294492,2023-05-30,2021-10-24,3.905250578,2.190188587,1.128360658,9,1,2022-11-05,0,0.657136246,1.049569784,Positive,Investment Analytics,Transaction Delays,Low,21.7456093,95.9921551,335032,24.34022615,2023-10-28,Transfer,2023-05-30 00:00:00,0.553557211,0.894079242,19.78443733,0.566938281,73135.75762
2844,30,Other,Port Carol,Medium,Medical laboratory scientific officer,PhD,Married,1,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,16,2,TRUE,FALSE,0.262191587,10,8,69,653.6201017,45057,2022-07-12,2021-04-28,2.250960665,1.049436242,2.526054501,3,-94,2021-07-22,8,0.563153802,4.253100902,Positive,International Transfers,Customer Service,Low,4.768271666,178.2056454,471036,21.26269914,2023-05-30,Transfer,2022-07-12 00:00:00,0.929384188,6.021628661,9.399534675,0.920593917,55412.09387
2845,30,M,North Angela,Medium,Ergonomist,Master,Married,7,Branch,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,41,8,FALSE,FALSE,0.836654602,5,4,490,861.6331826,421890,2023-12-09,2022-05-02,1.679544036,2.518898829,2.133060402,8,-84,2022-08-22,9,0.570369358,3.824165332,Neutral,Investment Analytics,Customer Service,High,51.89535655,520.0953726,650858,24.33355829,2023-12-17,Debit,2023-12-09 00:00:00,0.466870603,4.172557434,9.542712591,0.754266415,15409.80838
2846,48,M,Davidberg,Medium,Prison officer,Master,Divorced,3,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,70,3,FALSE,TRUE,0.20919905,10,7,490,797.4154934,390530,2021-05-11,2023-11-05,1.476943261,1.807226459,3.184413691,3,24,2023-04-25,2,0.621045758,3.215408729,Negative,Budgeting Tools,Transaction Delays,Low,36.48294979,963.3213305,89151,15.93034367,2023-02-20,Credit,2021-05-11 00:00:00,0.012143762,0.839506712,8.416685531,0.738210786,10711.93658
2847,19,M,Lake Evan,Medium,Astronomer,Master,Married,3,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,27,5,FALSE,TRUE,0.226794653,16,5,576,687.2627389,395712,2022-06-23,2021-04-22,4.853708816,4.57521926,4.083884771,6,1,2021-02-28,8,0.586028456,1.015365481,Neutral,International Transfers,Transaction Delays,Medium,45.59914918,720.2340765,244074,17.27369958,2023-06-11,Credit,2022-06-23 00:00:00,0.524649746,7.520633201,15.89036073,0.055445038,85750.18921
2848,33,M,Melissaton,Low,"Teacher, early years/pre",Bachelor,Single,3,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,20,1,TRUE,FALSE,0.494524847,3,5,154,926.8084031,142604,2021-06-07,2023-05-15,1.37793393,1.483036767,1.522352933,3,44,2023-07-25,17,0.668842696,1.366041912,Negative,Investment Analytics,App Issues,Low,20.04042193,180.945646,808279,0.394043011,2023-04-20,Debit,2021-06-07 00:00:00,0.941574044,1.070446389,12.30252822,0.713330117,83562.05821
2849,26,Other,North Williamstad,High,Copy,Master,Married,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,36,5,TRUE,FALSE,0.89146955,10,2,561,34.03220865,19074,2023-10-14,2022-12-06,2.763480551,2.356702741,2.900667999,6,17,2022-06-04,2,0.570080399,2.417381107,Neutral,International Transfers,,High,19.38136025,951.1485704,337862,12.91713213,2023-10-14,Credit,2023-10-14 00:00:00,0.614809578,8.121418087,10.38345906,0.208482064,51543.81189
2850,55,Other,South Tiffany,Medium,"Engineer, communications",High School,Divorced,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,1,TRUE,FALSE,0.528187527,12,8,723,979.7148407,707817,2023-07-22,2022-02-05,1.406508769,1.859168862,1.521308927,4,-40,2023-01-05,6,0.782807636,1.727566511,Negative,Mobile Deposit,,Low,46.26636222,491.7927293,309109,24.09662151,2023-09-21,Credit,2023-07-22 00:00:00,0.673485573,1.015312905,1.965138431,0.941662921,17113.29111
2851,71,M,East Kevinhaven,High,Armed forces logistics/support/administrative officer,PhD,Single,1,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,47,9,FALSE,FALSE,0.079357986,15,9,502,352.3549398,176704,2023-11-13,2022-02-15,4.179188081,1.675238641,4.159891761,6,-28,2022-12-06,15,0.975325567,1.712744634,Negative,,Transaction Delays,Low,23.35313593,632.2554857,206813,18.62182089,2023-12-18,Transfer,2023-11-13 00:00:00,0.96935169,7.142134543,10.54909313,0.629848752,243.6020563
2852,73,M,Donnamouth,Low,Amenity horticulturist,Bachelor,Divorced,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,58,2,FALSE,FALSE,0.186439145,5,2,919,750.7681582,689250,2023-01-08,2022-02-17,3.212544876,2.981046478,4.14006226,9,30,2022-12-23,9,0.749049768,2.209785976,Negative,,Customer Service,Low,18.96704723,985.7861148,884001,20.74607532,2023-01-22,Credit,2023-01-08 00:00:00,0.729476491,8.700611825,2.41790898,0.997915776,43196.24841
2853,62,F,New Tracy,Medium,"Psychologist, counselling",Master,Married,5,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,73,6,TRUE,TRUE,0.855800646,19,8,236,286.3992714,67496,2021-04-24,2021-05-21,1.702851906,4.924433653,2.322860201,3,72,2022-05-25,6,0.723255614,1.03154922,Positive,Budgeting Tools,Customer Service,Low,15.40359968,688.9522675,313057,4.463948718,2021-06-27,Credit,2021-04-24 00:00:00,0.723146339,8.543320238,15.5835635,0.881076042,86600.23621
2854,51,F,Alexandrastad,High,Building services engineer,High School,Widowed,7,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,51,9,FALSE,TRUE,0.876757847,5,1,220,420.5319493,92400,2023-10-21,2022-12-01,4.838796703,2.527968156,2.3122009,6,86,2022-07-21,6,0.592876601,1.459749937,Neutral,Budgeting Tools,,Low,42.84224755,517.84278,725820,27.42482237,2023-12-13,Transfer,2023-10-21 00:00:00,0.730352678,7.499900111,8.121220065,0.824270403,34013.51211
2855,26,F,Lake Corey,High,Planning and development surveyor,PhD,Married,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,16,3,TRUE,TRUE,0.79545348,16,7,194,877.2176833,170138,2021-12-08,2022-01-23,4.393435229,2.953661039,3.396954709,3,85,2023-07-03,4,0.611189242,2.699877023,Negative,Budgeting Tools,App Issues,High,60.94044301,847.0850017,292865,22.47431847,2022-04-28,Credit,2021-12-08 00:00:00,0.486047601,1.883986567,12.20982598,0.967211706,33013.0404
2856,25,Other,East Benjaminberg,Medium,"Therapist, horticultural",Master,Married,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,37,6,FALSE,FALSE,0.541834951,2,6,259,453.7063713,117327,2023-01-24,2023-09-02,1.507852892,3.545775554,4.989121048,10,-69,2021-04-08,10,0.81096367,3.676765595,Negative,,,Low,41.8452462,950.2635502,746860,26.92352088,2023-07-14,Transfer,2023-01-24 00:00:00,0.352245012,4.737188479,10.26882131,0.365601829,55742.69153
2857,24,F,Melissaborough,High,Interior and spatial designer,PhD,Divorced,2,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,0,1,FALSE,TRUE,0.439150811,6,2,495,885.9867011,438075,2021-11-19,2023-08-16,4.253117372,3.771696182,4.922079676,10,-34,2022-10-27,6,0.558905242,2.864244775,Positive,Mobile Deposit,Transaction Delays,Medium,92.02341885,978.9037272,592277,8.652276705,2023-06-14,Credit,2021-11-19 00:00:00,0.832692481,3.542732415,6.506430995,0.821436908,45018.24022
2858,53,Other,New Andrea,Premium,"Administrator, local government",Bachelor,Widowed,1,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,74,7,TRUE,TRUE,0.268223008,0,6,973,553.525399,538069,2022-06-07,2022-11-10,4.377676377,2.803904884,2.262687872,5,-100,2023-07-28,6,0.588490321,4.92233822,Positive,Investment Analytics,App Issues,Medium,65.60802977,983.5167357,956905,17.53094546,2023-06-01,Debit,2022-06-07 00:00:00,0.142432732,4.575338255,18.61320799,0.135946516,3826.74124
2859,35,Other,Joshuachester,Premium,"Accountant, chartered management",Bachelor,Married,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,32,2,TRUE,TRUE,0.547794215,11,7,484,271.4575808,131164,2021-07-30,2022-11-19,4.087196681,1.320514538,4.318337356,6,3,2022-06-23,3,0.792707539,1.128620509,Negative,Investment Analytics,Customer Service,High,39.54523137,442.601375,684023,24.10848471,2021-11-19,Transfer,2021-07-30 00:00:00,0.697483319,7.461216373,5.32937188,0.801588215,47484.18152
2860,20,Other,New Jonathanfurt,High,Radio broadcast assistant,High School,Single,2,Referral,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,94,5,TRUE,FALSE,0.682820679,17,3,149,491.4692222,73159,2021-08-25,2022-09-06,2.404591277,4.356477012,2.261926149,9,-93,2021-11-25,11,0.867567171,3.757902941,Negative,Mobile Deposit,,Low,37.9287443,756.1344658,112501,12.47287809,2022-08-22,Debit,2021-08-25 00:00:00,0.654188337,8.571120167,17.23644421,0.711035501,81414.20084
2861,45,Other,South Stephen,High,Furniture conservator/restorer,Bachelor,Single,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,5,TRUE,TRUE,0.599254315,12,8,430,97.85608599,41710,2022-04-13,2023-05-08,2.026080992,3.208672741,3.045817735,5,-71,2022-03-05,1,0.970939201,3.585182305,Positive,Mobile Deposit,Fees,Medium,29.47868812,723.1026209,419549,10.19940174,2022-05-22,Transfer,2022-04-13 00:00:00,0.530056218,6.572677462,15.58557574,0.019105142,42629.19117
2862,61,F,Ericaberg,Medium,Chartered legal executive (England and Wales),High School,Divorced,5,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,87,1,FALSE,FALSE,0.225557024,2,7,365,483.3573063,176295,2023-11-09,2022-11-05,3.099676875,2.872952725,1.126856981,4,82,2022-10-22,19,0.588424031,3.734039056,Negative,Mobile Deposit,Fees,High,33.97902813,40.2252819,783446,12.15269417,2023-12-22,Transfer,2023-11-09 00:00:00,0.364447815,0.139359665,9.171559067,0.093551976,34806.53078
2863,38,M,North Crystal,High,Retail merchandiser,Master,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,19,7,FALSE,FALSE,0.903104551,19,9,167,789.7912597,131763,2021-01-06,2021-11-29,2.896989719,4.365261699,4.76167418,3,-45,2023-04-02,7,0.858834503,2.666533652,Negative,,App Issues,Medium,37.08936556,560.8766714,592768,19.10883873,2021-10-04,Credit,2021-01-06 00:00:00,0.467856242,1.268572632,0.313216111,0.224438004,14639.92365
2864,45,M,Wandaborough,Medium,"Teacher, secondary school",PhD,Widowed,2,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,46,4,TRUE,FALSE,0.390433862,5,1,846,78.16281244,65988,2021-04-01,2021-08-03,3.334657213,3.393106857,3.938979982,7,-95,2022-12-15,11,0.621577312,2.521061415,Neutral,,Fees,High,29.18721815,625.3045273,626532,11.07802399,2023-03-07,Debit,2021-04-01 00:00:00,0.66729062,3.410029047,6.197549133,0.572709197,71224.50699
2865,71,M,Annehaven,Premium,Insurance underwriter,Bachelor,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,4,TRUE,TRUE,0.884892475,13,5,550,241.092307,132550,2021-01-26,2023-07-20,2.671951849,1.849665937,4.461458527,7,59,2021-12-19,0,0.580147338,4.473556723,Negative,Budgeting Tools,Fees,Medium,11.03199405,136.6291954,838537,6.601046942,2021-02-04,Transfer,2021-01-26 00:00:00,0.748995781,9.082465997,9.623146075,0.070543592,21939.51924
2866,71,F,South Lorraine,Low,"Surveyor, planning and development",PhD,Widowed,7,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,41,7,FALSE,TRUE,0.397448421,13,0,28,428.2208212,11984,2022-05-16,2021-03-28,1.84297871,2.693596313,3.231712429,10,-34,2023-10-21,14,0.910488829,1.630314367,Neutral,International Transfers,Fees,Low,49.00425108,934.5784422,956942,15.21237732,2023-03-19,Transfer,2022-05-16 00:00:00,0.066606663,6.049349536,5.882169103,0.995045563,25017.42317
2867,82,M,Victoriachester,Medium,Land,PhD,Married,3,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,25,1,TRUE,TRUE,0.038454577,8,0,453,760.2545017,344280,2021-04-05,2023-10-13,3.280845198,3.753065762,1.261828806,3,-33,2021-07-02,7,0.648997625,2.21808998,Positive,Budgeting Tools,,Medium,45.73874675,30.46642719,590796,2.053157363,2022-03-22,Credit,2021-04-05 00:00:00,0.400204306,8.026717482,5.528407536,0.776987401,90024.86754
2868,38,F,Johnsonbury,Medium,Hospital doctor,Master,Single,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,6,FALSE,FALSE,0.737954092,12,9,813,753.5792783,612189,2023-08-25,2022-03-26,3.150333118,4.942569977,2.756647634,2,-73,2022-11-15,6,0.665846162,1.6019337,Positive,,Transaction Delays,High,72.84646498,114.1582167,764029,27.14556321,2023-08-30,Debit,2023-08-25 00:00:00,0.13198761,4.594735819,15.88372766,0.587795298,25582.54346
2869,30,F,West Davidville,Medium,Ergonomist,Master,Single,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,1,FALSE,TRUE,0.920139192,0,0,614,888.418495,545232,2023-01-16,2021-01-08,4.633614399,3.44919146,2.469415969,1,8,2022-12-22,5,0.697923324,1.511395027,Negative,,Transaction Delays,Low,91.6607034,406.8201433,675052,27.98707921,2023-12-18,Transfer,2023-01-16 00:00:00,0.652867305,9.318757792,5.453179859,0.441654098,92879.63423
2870,74,F,Jonesland,Medium,Counsellor,Bachelor,Single,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,6,TRUE,FALSE,0.254760134,3,6,62,154.0382762,9548,2023-02-24,2022-04-02,3.540870726,1.77765524,3.061265446,10,7,2022-04-12,4,0.523033004,2.59920412,Neutral,Budgeting Tools,Transaction Delays,Low,61.61754048,993.1127313,78823,29.52665211,2023-05-29,Transfer,2023-02-24 00:00:00,0.749315414,2.775999896,9.045208446,0.470860083,91512.54737
2871,66,M,Reginaview,Medium,Tax inspector,Master,Divorced,4,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,17,2,TRUE,FALSE,0.542483137,12,6,509,164.1721149,83476,2021-11-04,2022-04-17,4.077935333,1.069301816,1.840901565,6,-88,2022-10-11,13,0.938787398,4.676589099,Negative,International Transfers,Transaction Delays,High,73.29335192,39.01285897,118150,22.70486953,2023-06-02,Transfer,2021-11-04 00:00:00,0.690840815,8.627599213,9.676024351,0.258248038,98979.79979
2872,71,M,Port Lauren,High,"Scientist, research (maths)",PhD,Divorced,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,94,1,TRUE,TRUE,0.807618659,19,0,785,672.2817754,527520,2022-01-02,2023-08-14,2.708646719,2.214292339,2.806595177,5,-14,2022-09-19,0,0.98555681,4.635777378,Negative,Mobile Deposit,,High,51.51172652,231.7051026,113412,24.07412809,2022-04-08,Debit,2022-01-02 00:00:00,0.086670029,1.72977198,19.37353497,0.554543846,85808.00429
2873,27,M,Alejandrofurt,High,Psychotherapist,High School,Married,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,8,8,FALSE,TRUE,0.321085299,5,4,168,188.2892627,31584,2021-03-14,2022-03-13,4.289739976,2.711425802,1.117672255,7,-34,2021-07-27,0,0.602687115,3.651050519,Neutral,Budgeting Tools,,High,41.03633511,355.4493369,904436,25.16429019,2022-01-27,Credit,2021-03-14 00:00:00,0.43470298,7.255197107,3.884235925,0.611091213,11329.58221
2874,70,Other,South Stephanie,Medium,Patent attorney,High School,Divorced,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,65,7,FALSE,FALSE,0.286174866,0,4,231,419.6969116,96789,2023-05-09,2022-05-05,2.238679584,3.490906953,1.596415924,3,26,2021-07-05,10,0.537967575,2.994237375,Neutral,Investment Analytics,,Low,5.948944839,890.9907543,630693,5.197652825,2023-07-01,Transfer,2023-05-09 00:00:00,0.452252048,6.84257344,1.612551896,0.99615886,67245.64101
2875,61,F,East Alishaport,High,"Therapist, horticultural",High School,Widowed,1,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,59,2,FALSE,FALSE,0.411065203,13,5,622,544.0082473,338368,2022-04-05,2023-09-12,4.911612949,1.778843521,4.485811773,4,-63,2023-04-12,18,0.745017111,3.315340779,Positive,Investment Analytics,Fees,High,38.56136248,835.1258585,174807,6.160875776,2023-03-22,Transfer,2022-04-05 00:00:00,0.63318142,1.119064411,17.18672393,0.290412272,9515.281856
2876,64,Other,Davisstad,Medium,"Surveyor, building control",Bachelor,Single,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,2,FALSE,TRUE,0.550574862,0,3,35,264.3377472,9240,2022-10-22,2022-11-10,4.262738811,1.335430934,2.511748786,1,-77,2022-10-03,4,0.829204469,3.584354242,Positive,Budgeting Tools,Customer Service,Medium,51.67109651,84.11190519,105376,24.60075245,2023-02-15,Transfer,2022-10-22 00:00:00,0.757422922,8.410990555,2.623919646,0.490323885,60618.14957
2877,70,F,Andreaville,Low,"Teacher, primary school",Master,Married,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,5,TRUE,FALSE,0.552533279,9,1,722,694.6388764,501068,2022-05-24,2023-02-09,1.017488459,1.894677122,2.716141308,3,-89,2023-10-16,13,0.746689625,2.997601209,Negative,,App Issues,High,31.16796092,623.6160987,870671,12.51011253,2022-07-29,Credit,2022-05-24 00:00:00,0.429277906,8.277635394,10.24778524,0.850879497,31913.47088
2878,63,M,East Louisfurt,High,"Engineer, production",Master,Widowed,7,Referral,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,28,4,TRUE,TRUE,0.486355376,16,3,697,859.3942436,598723,2023-05-03,2022-02-25,4.271742091,3.137711351,2.428959403,2,-92,2022-01-17,14,0.826285355,3.115721637,Neutral,,Customer Service,High,37.38710262,922.4855708,566253,23.7547657,2023-06-07,Credit,2023-05-03 00:00:00,0.916531239,8.669103482,10.79802964,0.781289082,1676.732691
2879,30,F,West Linda,High,Passenger transport manager,Master,Widowed,7,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,97,4,FALSE,FALSE,0.820338597,18,4,213,22.05873995,4686,2022-10-18,2023-03-31,3.152144076,1.520969994,3.482694185,6,-100,2023-02-23,8,0.975565574,4.221897125,Positive,Investment Analytics,,Medium,35.453505,268.9245725,215578,4.336315288,2023-06-12,Debit,2022-10-18 00:00:00,0.174427086,2.604539629,5.197207249,0.094814818,26505.25164
2880,54,F,Woodsberg,Medium,Local government officer,Master,Divorced,3,Branch,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,62,9,FALSE,TRUE,0.15291888,16,2,281,296.372058,83176,2022-07-10,2022-01-13,3.320197515,1.613944905,1.019731171,7,47,2022-02-19,4,0.66572646,4.360480107,Negative,Investment Analytics,App Issues,High,55.29020655,492.4974244,942795,1.465003259,2023-04-07,Credit,2022-07-10 00:00:00,0.417214766,1.432227412,7.769428187,0.15125801,14612.66752
2881,41,Other,Alberthaven,Medium,"Conservator, museum/gallery",PhD,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,1,TRUE,FALSE,0.085161409,19,1,511,715.0709914,365365,2021-06-09,2021-01-14,4.993315912,4.584432967,4.793575809,2,83,2022-06-27,2,0.944152061,3.087470946,Negative,Investment Analytics,Transaction Delays,High,96.18897432,492.9113963,142226,11.92183089,2023-08-08,Transfer,2021-06-09 00:00:00,0.8555904,4.602360878,5.847066453,0.128741149,44842.51304
2882,19,F,Lake David,Medium,"Therapist, nutritional",High School,Single,7,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,8,9,TRUE,TRUE,0.168561801,6,5,479,282.8387178,135078,2023-02-03,2023-01-14,3.870326742,1.357505328,3.216841338,7,-20,2023-09-22,13,0.772316557,3.313323259,Negative,Investment Analytics,Customer Service,High,20.41027366,912.0395171,774010,8.143447282,2023-06-02,Transfer,2023-02-03 00:00:00,0.827579627,8.584630389,11.30026103,0.284622701,90598.37573
2883,31,M,Bradleyview,Medium,Furniture designer,PhD,Married,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,3,FALSE,FALSE,0.704004794,8,9,271,527.7253501,142817,2021-09-02,2021-01-21,1.521201733,3.795952559,2.523868283,3,-69,2022-12-20,10,0.856555195,1.69564521,Neutral,Mobile Deposit,Fees,High,36.09089996,279.2835118,178344,24.35115725,2023-12-25,Transfer,2021-09-02 00:00:00,0.967830625,7.993746648,17.81275961,0.358787901,40778.29669
2884,27,F,Lake Daniellestad,Low,Health promotion specialist,Bachelor,Widowed,4,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,65,8,FALSE,TRUE,0.145244634,11,3,879,758.8987869,666282,2023-10-26,2021-06-01,4.016250721,1.098741891,4.453281423,6,-32,2022-11-22,12,0.916071869,2.49716032,Positive,Budgeting Tools,,Medium,99.58517321,364.1098931,850805,27.51217829,2023-11-23,Credit,2023-10-26 00:00:00,0.09249072,6.896889184,4.116037851,0.18948992,44919.98831
2885,52,F,Lake Charlotte,Premium,Public house manager,High School,Divorced,6,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,0,5,TRUE,FALSE,0.322825914,19,6,761,350.2723959,266350,2021-04-18,2023-01-03,1.798048046,3.347966215,2.986453274,8,-17,2023-06-16,1,0.633179043,3.172657637,Positive,Investment Analytics,Customer Service,Low,39.07296675,907.8171446,186489,19.61207807,2023-05-26,Credit,2021-04-18 00:00:00,0.780862798,9.846956242,9.615883356,0.502265565,34887.31326
2886,42,F,Whitestad,High,Commercial art gallery manager,High School,Divorced,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,3,TRUE,TRUE,0.879680716,12,5,659,789.6895645,519951,2022-01-03,2021-03-03,4.739745541,4.299555123,1.371664036,2,19,2023-01-11,15,0.677606682,2.756120615,Neutral,Budgeting Tools,Fees,Low,78.93531665,631.271219,475511,3.163790226,2023-05-21,Credit,2022-01-03 00:00:00,0.760842094,6.492773665,0.919470029,0.189914452,21127.96375
2887,20,Other,Shawview,High,Patent attorney,PhD,Married,7,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,56,9,TRUE,FALSE,0.140228961,1,7,179,817.9752154,146243,2022-04-03,2021-08-24,2.054983976,3.137436536,4.651370532,9,80,2021-11-23,5,0.520029383,4.072805684,Positive,International Transfers,Customer Service,High,40.01870539,944.3164245,146276,0.455510551,2023-12-29,Debit,2022-04-03 00:00:00,0.995534212,8.995359627,18.5315912,0.501875835,90332.66883
2888,34,F,Meyerbury,Medium,Chartered management accountant,Bachelor,Married,3,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,55,9,FALSE,FALSE,0.528173995,11,4,141,991.1824596,139731,2023-11-23,2021-10-19,2.846974818,2.021771225,2.546361676,8,55,2021-12-12,10,0.889615703,1.866569384,Positive,Mobile Deposit,App Issues,High,49.77197366,929.4708268,975748,23.35804515,2023-12-14,Debit,2023-11-23 00:00:00,0.499187844,4.557001602,17.21037867,0.336057788,96266.91131
2889,29,F,Cynthialand,High,"Scientist, biomedical",Bachelor,Divorced,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,19,8,FALSE,TRUE,0.506040904,18,5,96,437.9895054,41952,2021-04-05,2022-08-19,4.251272572,1.081257139,3.287725247,1,-94,2022-10-24,13,0.53539826,1.914146097,Positive,Budgeting Tools,,Low,77.47351849,641.3239498,590788,26.1454397,2021-10-14,Credit,2021-04-05 00:00:00,0.801391606,7.919283606,17.5604591,0.61814799,39459.67345
2890,71,Other,Richardmouth,Medium,Counsellor,High School,Divorced,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,3,TRUE,FALSE,0.034046183,16,8,351,481.0390667,168831,2023-04-02,2023-06-21,4.856910857,1.039851437,4.777582914,10,35,2021-02-02,9,0.710157441,4.703937006,Neutral,Budgeting Tools,Customer Service,High,55.62213852,278.5721515,584160,28.43451017,2023-05-12,Credit,2023-04-02 00:00:00,0.993924897,6.852818224,12.14823933,0.481517731,83404.81354
2891,41,Other,Lake Christopherbury,Medium,Public relations account executive,Master,Single,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,3,FALSE,FALSE,0.115414884,1,4,718,785.0586199,563630,2021-05-22,2022-02-03,1.628436571,4.284942529,2.180457429,1,50,2021-08-17,6,0.909353927,1.454721697,Positive,Investment Analytics,,Medium,47.80071269,404.3888768,757363,21.52811479,2023-08-16,Credit,2021-05-22 00:00:00,0.020464635,0.476851667,4.438184971,0.795249059,25686.52231
2892,46,Other,East Barbaraland,Low,"Engineer, electrical",Bachelor,Married,4,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,73,3,TRUE,FALSE,0.950392424,1,8,25,869.2987693,21725,2023-08-11,2023-01-08,1.276169184,3.511642566,1.71199272,10,-94,2022-01-24,0,0.551572412,1.953446857,Neutral,Budgeting Tools,Customer Service,Low,14.56562131,512.5094536,551910,0.955079787,2023-09-05,Debit,2023-08-11 00:00:00,0.73258757,3.72868348,16.75871076,0.303815334,13311.18806
2893,60,Other,Angelafort,High,Insurance risk surveyor,PhD,Widowed,5,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,86,6,FALSE,FALSE,0.961025568,5,2,768,510.1777464,391680,2022-08-02,2021-03-31,4.160305834,2.820216186,4.461494256,4,6,2022-09-28,7,0.996709168,3.960916417,Neutral,Investment Analytics,,Low,99.901344,123.1105067,581102,14.36473199,2022-11-24,Transfer,2022-08-02 00:00:00,0.121868995,8.230896253,14.98051651,0.285245667,35405.19794
2894,42,M,South Ericaberg,Premium,Solicitor,Bachelor,Divorced,6,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,53,2,FALSE,TRUE,0.874658379,6,8,723,31.50644314,22413,2022-09-29,2021-03-02,4.450931852,3.024916927,3.088100128,8,51,2023-11-03,1,0.782238909,3.101373671,Negative,Investment Analytics,,Low,19.51510467,253.5453515,117998,14.70093582,2022-12-10,Transfer,2022-09-29 00:00:00,0.717573377,3.776272119,9.79847368,0.772238742,46771.17858
2895,77,M,Jimenezside,Low,Charity fundraiser,High School,Divorced,5,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,18,9,TRUE,FALSE,0.431860452,4,1,151,463.4543227,69913,2022-11-02,2022-02-12,3.408241896,3.12289297,3.780607158,8,75,2022-08-30,2,0.562497266,1.485751558,Positive,Budgeting Tools,Transaction Delays,High,45.61154643,443.2922781,456273,1.28392755,2023-03-04,Debit,2022-11-02 00:00:00,0.382463727,2.931043922,9.878678664,0.150817935,87759.15477
2896,82,F,South Alexanderborough,Low,"Engineer, production",Master,Divorced,7,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,17,2,TRUE,TRUE,0.59294142,11,7,723,232.991372,167736,2021-06-26,2022-02-10,1.683416522,2.434103653,1.442573606,7,-19,2021-12-31,11,0.507119376,3.581857853,Neutral,,,High,62.84626362,807.685043,71473,27.32611501,2023-04-29,Debit,2021-06-26 00:00:00,0.071448482,0.264762714,15.36397852,0.742637501,27816.96877
2897,45,M,Lake Ronaldside,Medium,Building services engineer,Bachelor,Divorced,2,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,23,8,FALSE,TRUE,0.824151694,10,0,81,105.7232519,8505,2023-07-25,2022-08-05,1.628709389,4.321803911,3.784945057,7,-13,2023-03-27,2,0.668159378,1.883416528,Neutral,Mobile Deposit,Transaction Delays,Medium,6.191603046,360.5189086,278502,22.91609323,2023-10-23,Credit,2023-07-25 00:00:00,0.781057967,1.548632505,17.50025867,0.938326826,84944.58098
2898,33,F,Johnhaven,High,Animal technologist,High School,Single,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,51,4,TRUE,TRUE,0.676144568,9,8,827,345.8467677,285315,2021-01-17,2021-12-23,2.842382155,4.974569518,3.296318814,3,-24,2021-06-05,16,0.610271543,1.76431817,Negative,,Customer Service,Low,19.48606593,214.8676385,343315,6.157046891,2021-03-17,Debit,2021-01-17 00:00:00,0.263546633,1.575219246,1.335182327,0.082406301,19767.26675
2899,64,M,New Shaneburgh,Medium,Further education lecturer,Bachelor,Married,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,85,4,FALSE,TRUE,0.895132641,16,6,492,398.00168,195816,2023-01-26,2022-03-25,1.775603106,3.045411571,2.311167754,2,89,2022-02-11,7,0.731770365,2.134214366,Positive,Investment Analytics,Fees,Low,80.36398415,854.4689565,848785,19.56441881,2023-06-15,Transfer,2023-01-26 00:00:00,0.062478667,9.305692511,9.514704101,0.757344044,27435.28241
2900,75,Other,East Charles,Medium,Learning mentor,Master,Divorced,6,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,5,FALSE,FALSE,0.315740866,7,9,912,981.833555,894672,2022-02-15,2022-06-21,2.387225776,2.97404675,4.398460559,4,-93,2021-07-11,18,0.733051167,2.505626803,Positive,Budgeting Tools,Fees,High,64.81425084,867.3190056,849491,24.38324478,2022-08-04,Credit,2022-02-15 00:00:00,0.824272768,1.328200387,10.4839411,0.534453502,90257.40393
2901,44,Other,New Michael,High,Armed forces technical officer,PhD,Married,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,1,TRUE,TRUE,0.624150286,9,0,864,460.6929469,397440,2022-08-21,2021-12-23,4.177260279,4.706727976,2.842226907,4,72,2021-07-05,3,0.57794266,4.612272001,Neutral,Budgeting Tools,Transaction Delays,Low,41.21016655,196.0507231,793527,25.62328919,2023-03-14,Transfer,2022-08-21 00:00:00,0.631068796,4.89494365,2.379580151,0.178115694,74528.62713
2902,70,M,South Tylerburgh,Medium,"Designer, exhibition/display",High School,Widowed,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,4,TRUE,FALSE,0.567038788,11,0,479,967.8972196,463193,2022-09-15,2022-11-27,1.423036443,3.649496583,2.635075728,7,-60,2023-04-09,10,0.829461543,3.03304325,Positive,International Transfers,Fees,High,61.65282022,415.8876177,781704,26.03754768,2023-03-17,Transfer,2022-09-15 00:00:00,0.887988119,7.760114602,15.58256411,0.625545399,65445.30336
2903,59,M,Taramouth,Low,Management consultant,High School,Widowed,1,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,78,6,TRUE,TRUE,0.984594904,1,7,307,735.0667312,225645,2022-05-12,2022-05-19,2.214740388,3.554356293,1.733606202,10,10,2022-06-24,11,0.706214919,1.683067753,Positive,International Transfers,Transaction Delays,Low,44.91337515,175.5404299,794103,23.53942741,2022-11-17,Transfer,2022-05-12 00:00:00,0.532619758,4.9266136,15.85440689,0.203685239,27001.85371
2904,76,F,Port Amber,Low,"Surveyor, mining",Master,Widowed,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,59,2,TRUE,TRUE,0.878077153,7,8,373,260.5551944,96980,2023-08-09,2022-01-01,2.586449426,1.247222194,2.018559914,1,-82,2021-10-26,4,0.816457098,4.875588624,Positive,,App Issues,High,53.85356915,876.4770623,478062,18.57371048,2023-12-04,Transfer,2023-08-09 00:00:00,0.544237432,4.126699266,9.366471849,0.729279414,93402.55411
2905,64,F,West Kevinport,High,Tree surgeon,High School,Widowed,6,Branch,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,15,3,TRUE,TRUE,0.165190959,5,1,621,704.9452782,437184,2023-01-25,2022-02-06,1.9098552,2.958094625,2.093000173,3,-82,2022-11-28,1,0.931858478,2.532257838,Neutral,,,High,43.58911403,161.2351213,890974,2.584967474,2023-06-09,Debit,2023-01-25 00:00:00,0.601680593,9.048655985,18.50921753,0.774920975,6662.955914
2906,51,F,Jasonshire,Medium,Operational researcher,Master,Married,6,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,12,4,FALSE,TRUE,0.058892845,0,2,138,408.6309623,56304,2023-10-08,2021-02-14,3.83362827,3.405935189,2.623188979,9,37,2023-12-28,10,0.584708284,4.759553356,Neutral,Mobile Deposit,Customer Service,High,5.456943819,877.0293554,574466,7.834803977,2023-10-27,Debit,2023-10-08 00:00:00,0.367256794,8.978740326,8.584913711,0.37726275,27755.22003
2907,54,Other,Robinsonport,Premium,Environmental education officer,High School,Widowed,6,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,52,3,TRUE,FALSE,0.446402846,12,1,456,583.4836873,265848,2022-02-05,2021-12-27,2.875202765,4.273124416,3.003361208,2,-66,2022-12-26,17,0.716500373,2.475166137,Positive,Investment Analytics,Fees,Medium,33.40432631,166.0345308,105956,15.98698947,2023-08-23,Transfer,2022-02-05 00:00:00,0.91712572,8.44069266,8.194887375,0.653522641,72118.73247
2908,23,Other,South Patriciafort,High,"Education officer, museum",Master,Widowed,6,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,9,FALSE,TRUE,0.545515916,13,0,439,524.0732003,230036,2022-05-18,2022-06-21,4.786489346,3.933881718,4.961173633,4,-91,2023-03-24,14,0.920672371,1.345583567,Positive,International Transfers,Fees,Medium,50.53710699,83.92835708,772585,11.02611629,2023-08-05,Credit,2022-05-18 00:00:00,0.3537927,4.887560612,1.196658003,0.719170412,18189.55814
2909,24,Other,West Adammouth,Low,Broadcast presenter,Bachelor,Divorced,2,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,24,6,FALSE,FALSE,0.789866169,9,1,378,932.4987537,352296,2021-11-05,2021-07-27,2.359422865,4.961793951,3.180033689,2,-29,2021-09-30,16,0.861132778,3.545140976,Positive,International Transfers,Transaction Delays,Medium,49.13605225,69.57219352,594318,21.33629725,2023-09-27,Credit,2021-11-05 00:00:00,0.672110242,5.688849335,13.65748794,0.554709834,34966.8517
2910,42,Other,Kennethville,Medium,Psychotherapist,Bachelor,Divorced,3,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,62,5,TRUE,TRUE,0.15972708,8,7,958,138.4110763,132204,2021-01-14,2021-02-12,4.702095362,1.313221329,2.868575105,7,71,2023-02-28,4,0.652694848,4.751067586,Neutral,Budgeting Tools,,Low,7.2529645,719.6071642,887175,3.54944215,2023-03-03,Debit,2021-01-14 00:00:00,0.092507047,1.810018624,11.19066666,0.668021077,74232.04945
2911,50,F,West Pamelaburgh,Medium,Housing manager/officer,Bachelor,Divorced,6,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,46,5,TRUE,TRUE,0.919927511,10,1,813,449.4950259,365037,2023-04-20,2021-10-09,3.273076049,3.187500202,3.558912828,1,39,2021-08-01,18,0.878132539,3.805303496,Negative,Budgeting Tools,Transaction Delays,Medium,78.26088765,837.9568797,181839,28.30175148,2023-07-22,Debit,2023-04-20 00:00:00,0.315011168,8.557259564,4.962613045,0.982673204,40873.82888
2912,72,Other,Gomezville,Low,"Engineer, production",High School,Single,2,Branch,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,14,2,FALSE,TRUE,0.571586241,15,8,962,90.35731961,86580,2021-02-18,2023-02-16,3.154959536,1.444013505,4.022277851,5,85,2022-08-25,4,0.690988889,1.163421777,Positive,Investment Analytics,Customer Service,Low,38.32943417,444.349836,237619,10.17074604,2023-01-23,Transfer,2021-02-18 00:00:00,0.220891019,1.843021144,18.22797631,0.552048975,85584.11955
2913,75,Other,Vasquezland,Premium,Media buyer,Master,Divorced,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,53,9,TRUE,TRUE,0.842747607,7,0,281,262.1944354,73622,2022-04-23,2021-08-16,1.939411723,4.215315235,4.917578179,9,51,2021-06-18,7,0.985684386,2.024039044,Negative,Investment Analytics,Customer Service,Medium,86.37967399,848.7336563,542890,15.52662885,2022-08-14,Transfer,2022-04-23 00:00:00,0.781194481,1.763667171,0.42386283,0.677678832,57590.37046
2914,24,Other,South David,High,Primary school teacher,Master,Widowed,6,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,2,TRUE,TRUE,0.836476854,14,5,186,86.07127291,15996,2022-12-11,2022-11-25,4.791085747,3.300358094,4.992381804,9,-94,2022-10-26,18,0.627412867,3.287244497,Positive,International Transfers,Transaction Delays,Medium,41.42409758,186.7631534,482785,10.05323464,2023-11-30,Credit,2022-12-11 00:00:00,0.53850805,9.693088629,2.606600578,0.933858511,97210.91924
2915,74,Other,Smithview,Medium,Furniture conservator/restorer,PhD,Married,5,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,5,TRUE,FALSE,0.951864486,13,5,603,939.3108713,566217,2021-01-20,2022-03-07,2.273329417,2.095997137,4.443573775,4,93,2022-04-06,11,0.589088656,1.022785913,Positive,International Transfers,Customer Service,High,82.24113576,336.1288906,729489,23.95579052,2021-05-04,Transfer,2021-01-20 00:00:00,0.369226427,3.542344642,7.340630924,0.839017641,64426.7747
2916,29,M,South Randall,Medium,"Scientist, research (physical sciences)",Bachelor,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,7,FALSE,TRUE,0.658735386,3,5,64,321.7404652,20544,2022-11-18,2022-09-17,3.186488294,2.761094682,1.170170972,3,-81,2023-06-26,3,0.939321625,3.144309076,Positive,Investment Analytics,Customer Service,Low,26.59219715,812.0641444,370917,4.620996948,2023-08-13,Transfer,2022-11-18 00:00:00,0.229949397,9.604444738,8.693965948,0.391854723,71624.66354
2917,33,F,Michaelburgh,Low,Financial controller,PhD,Married,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,13,3,TRUE,FALSE,0.783825098,11,6,684,783.4795817,535572,2021-01-03,2023-07-24,4.757721765,4.724490152,1.167704056,4,-86,2021-03-25,13,0.748393642,4.204877191,Negative,Budgeting Tools,App Issues,Medium,94.93792671,146.8677052,545450,10.63792862,2023-01-17,Transfer,2021-01-03 00:00:00,0.192392087,9.380159781,10.90102593,0.753453795,84094.46623
2918,60,F,Danielmouth,Medium,Leisure centre manager,Bachelor,Widowed,6,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,33,8,TRUE,TRUE,0.820527243,16,0,664,751.0539995,498664,2023-02-10,2022-05-07,4.402574622,4.118211295,2.292445114,4,-82,2022-05-19,15,0.872053503,4.951411582,Neutral,Budgeting Tools,,Medium,22.60701716,466.9158545,401291,18.45603387,2023-10-21,Credit,2023-02-10 00:00:00,0.583484263,9.038146036,6.551012656,0.526797502,73443.43724
2919,24,Other,Martinstad,Medium,"Designer, blown glass/stained glass",PhD,Single,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,5,FALSE,TRUE,0.468117284,17,8,754,148.9882632,111592,2022-09-22,2023-01-28,2.235140005,3.127210415,4.47148428,10,-90,2021-11-14,2,0.97509075,3.13828858,Neutral,Mobile Deposit,Fees,Low,18.67109451,141.1024936,560009,1.376563742,2023-01-14,Transfer,2022-09-22 00:00:00,0.481342131,9.103009595,18.62556342,0.190002561,78645.02892
2920,68,M,Smithborough,Medium,Petroleum engineer,Bachelor,Divorced,5,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,3,TRUE,FALSE,0.432279883,4,4,819,149.6414833,122031,2021-08-01,2023-02-02,4.22056645,4.204258106,4.045384741,7,-99,2022-07-15,5,0.598645666,3.718274521,Neutral,Mobile Deposit,Transaction Delays,Medium,25.69533026,247.5212844,493208,18.32058678,2023-01-24,Transfer,2021-08-01 00:00:00,0.722630832,6.029690904,9.35068372,0.288202512,59672.40168
2921,49,F,East Justinberg,Premium,Senior tax professional/tax inspector,Master,Widowed,6,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,15,3,FALSE,TRUE,0.94661537,7,7,319,384.167253,122496,2022-02-25,2021-12-17,3.723154544,1.122415759,3.517335626,1,68,2021-02-23,1,0.550073127,1.615312754,Negative,Investment Analytics,,Medium,9.874871719,630.4216174,670815,20.88588192,2022-09-10,Debit,2022-02-25 00:00:00,0.972154253,0.449736432,14.04478363,0.047308138,23016.36819
2922,25,F,Fishermouth,Low,Best boy,Bachelor,Divorced,6,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,66,3,TRUE,TRUE,0.066971646,4,1,664,572.8988516,379808,2023-12-22,2023-12-16,1.133496832,4.588210964,1.771191434,8,97,2023-10-10,0,0.608255554,1.470088137,Neutral,Budgeting Tools,Transaction Delays,High,18.18271635,712.7080672,546152,28.51450516,2023-12-30,Credit,2023-12-22 00:00:00,0.226352495,8.730178768,6.699936048,0.343036902,46773.7464
2923,62,Other,East Elizabethfort,Medium,"Optician, dispensing",High School,Single,6,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,29,3,TRUE,TRUE,0.952944197,2,4,816,432.4577438,352512,2022-05-03,2023-06-08,2.971440381,4.007923974,4.885869435,6,-53,2022-04-05,9,0.557374679,3.571996477,Positive,,Transaction Delays,Medium,9.981589122,261.4228571,862670,29.25846037,2023-04-26,Debit,2022-05-03 00:00:00,0.447470099,9.767340425,16.05186134,0.813546538,96234.82364
2924,76,Other,Davidfort,High,Government social research officer,Bachelor,Single,2,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,86,4,TRUE,FALSE,0.578483167,15,6,532,770.2780665,409640,2023-05-10,2021-05-14,2.689721635,4.186077863,4.594440034,2,-60,2022-03-25,12,0.98100318,1.640578917,Positive,,Transaction Delays,Low,20.59910258,699.1944583,676579,7.838056353,2023-08-07,Credit,2023-05-10 00:00:00,0.546930321,7.966202953,13.79238149,0.910532191,46506.1851
2925,21,F,Marshberg,Medium,Sports administrator,Bachelor,Divorced,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,50,1,TRUE,FALSE,0.294681475,1,2,544,540.5844599,293760,2023-10-05,2021-08-31,3.635671156,3.145543238,4.653247438,7,19,2022-05-18,1,0.8567134,4.053733979,Negative,Budgeting Tools,Customer Service,Low,15.05521428,972.2575671,844187,20.06684633,2023-11-11,Credit,2023-10-05 00:00:00,0.572388111,6.504386224,16.77141918,0.865873024,88438.46301
2926,84,F,Karenfurt,Low,"Presenter, broadcasting",Master,Divorced,1,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,86,3,TRUE,FALSE,0.557202755,3,6,674,883.0301659,595142,2021-05-03,2021-10-23,3.811310261,3.77971562,3.03098846,9,48,2022-04-08,17,0.827912547,3.772118917,Neutral,International Transfers,App Issues,High,77.62649271,203.9655536,514726,2.510475069,2022-04-18,Debit,2021-05-03 00:00:00,0.083229771,2.05393005,4.009382118,0.05738835,67891.68508
2927,46,M,Andersonville,Medium,Arboriculturist,High School,Married,6,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,5,FALSE,TRUE,0.637791421,2,6,989,596.4748373,589444,2021-10-19,2021-09-25,3.818279708,3.56760204,2.471524673,7,-36,2023-06-21,2,0.975806511,2.487597336,Neutral,Mobile Deposit,App Issues,Medium,60.53934238,49.7759589,229561,21.64668125,2022-01-09,Credit,2021-10-19 00:00:00,0.303185383,9.379265882,18.86099592,0.713157226,8846.448526
2928,46,F,East Erichaven,Medium,"Pilot, airline",Master,Divorced,4,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,76,8,FALSE,TRUE,0.11078647,11,9,52,596.4458253,30992,2022-07-28,2022-01-24,2.839734996,4.252484849,3.548536393,3,5,2022-03-19,4,0.989224325,3.673223197,Negative,Mobile Deposit,,Low,30.2610365,402.4136028,975084,9.995689673,2023-04-19,Transfer,2022-07-28 00:00:00,0.442849707,0.594826153,18.34806662,0.252828937,51329.43235
2929,45,F,Port Gabrielleton,Premium,Product/process development scientist,PhD,Divorced,1,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,50,8,FALSE,TRUE,0.669924539,8,1,255,663.084006,169065,2021-07-10,2022-01-28,4.78919538,3.818390471,3.625196396,1,42,2021-10-25,3,0.956506032,2.485544993,Positive,Investment Analytics,Transaction Delays,High,5.685679919,546.2321918,757800,6.377086248,2023-04-18,Transfer,2021-07-10 00:00:00,0.198125821,4.074404067,8.794845406,0.476930406,4647.158546
2930,61,Other,Russelltown,Premium,"Engineer, biomedical",PhD,Married,1,Online,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,45,9,TRUE,TRUE,0.902578906,18,7,38,606.9742865,23028,2021-03-31,2023-12-27,1.284218679,3.011110941,4.709433618,10,80,2021-01-26,4,0.829878236,3.476324307,Negative,International Transfers,Customer Service,High,77.08304039,250.620438,68514,0.53766069,2023-05-14,Credit,2021-03-31 00:00:00,0.906682134,3.634030955,2.318072109,0.717296101,40669.93933
2931,21,F,Castilloport,Premium,Theatre stage manager,High School,Widowed,7,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,39,9,TRUE,TRUE,0.971294826,12,8,782,615.9967499,480930,2022-04-20,2023-02-14,3.595340548,1.340253228,3.286029544,4,-51,2022-08-31,6,0.748366701,3.639202437,Positive,International Transfers,Fees,Low,79.21131637,323.4853764,865737,15.77430612,2023-07-05,Debit,2022-04-20 00:00:00,0.08827058,8.538273724,8.944376786,0.120298469,95739.16489
2932,26,Other,Millerchester,High,Sports therapist,PhD,Married,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,28,6,FALSE,FALSE,0.599788655,13,5,152,455.212882,69160,2023-12-01,2023-02-06,2.756442501,4.976227439,4.515085669,8,-82,2022-05-15,14,0.521961156,3.842775631,Positive,Mobile Deposit,Transaction Delays,High,89.53064782,24.42771872,37443,5.376243424,2023-12-02,Transfer,2023-12-01 00:00:00,0.148950123,1.091449629,8.294810782,0.428875321,91241.43084
2933,22,F,New Elijah,Medium,English as a foreign language teacher,High School,Widowed,6,Online,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,22,7,FALSE,TRUE,0.327044852,8,5,483,99.6407352,47817,2023-04-26,2022-10-14,1.930065465,2.408783978,2.261834488,4,-84,2021-02-12,13,0.938485308,3.105329353,Positive,International Transfers,Customer Service,Low,48.56801875,448.4310053,200352,17.39243128,2023-11-16,Debit,2023-04-26 00:00:00,0.304760212,1.631767511,16.69030103,0.596878015,53478.67667
2934,73,F,East Juan,Premium,Food technologist,Bachelor,Widowed,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,4,TRUE,FALSE,0.563472482,4,7,885,375.2170999,331875,2023-02-02,2023-05-30,1.546667969,4.041700672,1.16997468,10,87,2023-09-17,8,0.550062251,2.480697139,Positive,International Transfers,Fees,Medium,92.73661431,710.0967706,758350,15.33077631,2023-12-08,Debit,2023-02-02 00:00:00,0.27122136,2.710191547,0.105199916,0.743872346,74839.80459
2935,67,F,Port Josephbury,Premium,Hydrographic surveyor,PhD,Widowed,6,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,3,TRUE,FALSE,0.002847588,7,4,979,770.6202636,753830,2023-07-28,2022-05-16,2.849820206,3.444578517,2.745445092,6,-5,2023-06-18,13,0.543065364,3.469267689,Neutral,Budgeting Tools,Transaction Delays,Low,76.08634248,924.6003912,67936,18.55993608,2023-08-17,Debit,2023-07-28 00:00:00,0.13941489,4.016477212,1.333657541,0.501408547,54796.33939
2936,32,M,Gonzalezville,Medium,Special educational needs teacher,Bachelor,Married,6,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,92,3,FALSE,TRUE,0.919239075,0,0,200,47.60788269,9400,2021-06-23,2021-04-05,2.221271008,4.911075868,1.799548104,1,45,2023-04-29,17,0.828088963,2.92523107,Neutral,International Transfers,,High,1.453373205,625.9262224,101489,7.329011308,2023-02-11,Debit,2021-06-23 00:00:00,0.817009998,5.741075984,12.76529071,0.442372493,55983.16078
2937,49,Other,East Victoria,Medium,Retail manager,Master,Married,4,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,68,2,FALSE,TRUE,0.784638993,15,9,264,693.7255085,182952,2021-07-15,2022-01-23,1.876980354,4.855351167,4.112197969,6,12,2022-01-29,7,0.915687078,1.238213484,Negative,Investment Analytics,Fees,High,77.25553518,661.2821097,733438,3.538819977,2022-03-09,Transfer,2021-07-15 00:00:00,0.857152514,8.723972018,0.440849196,0.119642783,72798.46165
2938,45,M,East David,Medium,"Engineer, broadcasting (operations)",PhD,Single,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,84,8,TRUE,TRUE,0.166439495,12,8,134,981.0478533,131454,2023-11-02,2022-08-26,1.14526518,2.738079857,4.219106426,1,87,2023-04-25,11,0.842750361,2.958565827,Negative,Investment Analytics,Transaction Delays,Low,98.54557401,865.9336065,668140,23.48675563,2023-11-22,Transfer,2023-11-02 00:00:00,0.580282062,4.298059562,13.7810995,0.606091535,66387.66367
2939,39,F,Johnsonborough,Low,Sports development officer,Master,Widowed,3,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,65,7,TRUE,FALSE,0.609366833,9,2,746,441.6031589,328986,2021-10-01,2021-11-01,2.251215261,4.408825171,4.132187951,1,53,2022-01-17,9,0.682496937,2.467483578,Neutral,Investment Analytics,,Low,75.24917128,955.5105769,448694,29.73835863,2022-01-05,Debit,2021-10-01 00:00:00,0.737520865,2.691145587,7.313111179,0.042783479,8727.150804
2940,34,M,South Andres,Low,Immunologist,Master,Married,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,8,TRUE,FALSE,0.020601147,8,6,971,220.2894678,213620,2023-03-19,2022-11-03,4.727729826,1.481513625,2.851289942,3,-27,2023-11-29,8,0.914718356,1.229027651,Positive,Investment Analytics,Customer Service,Medium,96.57763294,335.9826934,671102,11.39324027,2023-04-28,Transfer,2023-03-19 00:00:00,0.678203707,0.72055127,19.64556061,0.09826191,38161.8082
2941,76,Other,North Michelle,Premium,"Editor, film/video",High School,Single,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,74,6,TRUE,FALSE,0.216041806,15,5,881,32.77652053,28192,2021-06-03,2022-05-22,3.153635046,1.845712105,4.571476884,10,61,2023-03-30,1,0.502704628,1.43249235,Neutral,Budgeting Tools,Transaction Delays,Medium,54.81869635,673.354909,837612,11.61994419,2022-10-04,Credit,2021-06-03 00:00:00,0.982543052,3.022483645,8.856626461,0.48597655,31230.4225
2942,74,F,Russellport,Premium,"Investment banker, corporate",Master,Widowed,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,78,5,FALSE,FALSE,0.170012029,8,3,171,856.2054697,146376,2021-05-08,2021-04-20,1.965657063,3.293316521,2.782284088,10,-19,2023-03-04,15,0.582334353,3.285069006,Negative,Investment Analytics,App Issues,Medium,39.95561885,474.9474172,883405,25.975049,2023-03-20,Credit,2021-05-08 00:00:00,0.648049138,4.332218946,15.22212572,0.950630768,97998.1055
2943,43,M,East Matthew,Low,Estate agent,High School,Married,5,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,22,1,FALSE,FALSE,0.156149888,11,6,499,155.9123463,77345,2023-06-10,2022-07-28,4.902982187,1.848034777,3.399705737,4,-40,2022-06-20,11,0.750514865,4.269241103,Positive,International Transfers,App Issues,High,55.69441067,689.562615,482961,5.225315726,2023-08-26,Transfer,2023-06-10 00:00:00,0.268254632,7.210826425,12.37149352,0.071977744,72563.71894
2944,42,M,Brownchester,Medium,Museum/gallery exhibitions officer,High School,Married,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,6,8,TRUE,TRUE,0.552101582,3,8,823,52.71582118,42796,2021-09-25,2021-09-16,3.604688868,1.47565678,1.853839992,2,-43,2023-01-16,16,0.938997844,2.904757993,Neutral,Budgeting Tools,Transaction Delays,Medium,1.188976552,507.0323677,142242,10.37192606,2022-09-12,Credit,2021-09-25 00:00:00,0.920633222,3.494034081,9.692121284,0.616619571,87390.13995
2945,27,Other,West Danielstad,High,Hydrogeologist,High School,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,42,2,TRUE,FALSE,0.964426519,8,3,461,490.584051,225890,2022-04-30,2023-11-07,3.028348462,1.81156419,1.09547141,6,-38,2022-06-24,3,0.551884391,1.193863338,Neutral,,Transaction Delays,Low,49.33158522,38.66528813,489348,8.362884852,2023-05-01,Credit,2022-04-30 00:00:00,0.399901543,7.736425929,9.597540403,0.093609268,10353.4277
2946,62,M,Sherrychester,High,"Optician, dispensing",High School,Divorced,1,Marketing,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,61,1,FALSE,TRUE,0.130337114,17,5,411,387.9151578,159057,2022-08-21,2023-09-29,4.733936646,2.329540945,3.417802081,10,-43,2023-06-03,16,0.7511309,4.368003641,Positive,Mobile Deposit,Transaction Delays,Medium,65.32369102,679.0734211,825376,3.792845678,2023-01-28,Credit,2022-08-21 00:00:00,0.173168919,3.326494513,18.99324093,0.924140613,5220.963387
2947,28,Other,West Patty,Medium,Corporate investment banker,High School,Single,6,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,33,9,FALSE,FALSE,0.872815727,15,2,792,960.209687,760320,2022-06-19,2022-03-05,4.124153949,4.930182933,3.612379372,5,82,2023-01-29,3,0.602899907,3.658038443,Positive,Investment Analytics,Customer Service,High,58.50721404,571.0169725,924044,16.30967717,2023-01-30,Credit,2022-06-19 00:00:00,0.914452879,0.037329693,19.65696224,0.771148208,62112.15033
2948,70,F,North Aaron,High,"Sound technician, broadcasting/film/video",Bachelor,Married,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,50,8,TRUE,TRUE,0.082257309,1,2,860,467.8989444,401620,2022-10-08,2021-06-16,3.129660138,1.35169639,4.716180333,8,47,2023-01-17,0,0.607981353,4.662540492,Negative,Mobile Deposit,App Issues,High,38.46283911,546.7553699,467145,18.80780317,2023-09-25,Transfer,2022-10-08 00:00:00,0.240034949,1.374690693,18.06984511,0.545848285,54554.11282
2949,45,F,Jasonfort,High,Art gallery manager,High School,Divorced,1,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,9,FALSE,FALSE,0.082841899,13,6,579,837.0765941,484623,2023-03-16,2023-08-22,1.028203039,1.341695412,4.379248274,2,-41,2022-04-26,0,0.92076044,4.960421445,Negative,Mobile Deposit,Customer Service,High,95.90110546,925.3906671,779279,26.35655702,2023-11-03,Debit,2023-03-16 00:00:00,0.821873202,2.132346015,7.562818016,0.851856508,9262.340356
2950,82,M,Rebekahville,Premium,Lawyer,PhD,Single,7,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,69,5,FALSE,FALSE,0.628077477,3,8,6,932.6742298,5592,2022-10-31,2021-05-13,2.656175416,1.175371329,4.104124819,7,-40,2022-10-18,13,0.583948997,4.38548574,Negative,Mobile Deposit,,Low,79.72252024,761.2399576,872123,19.453735,2023-10-23,Credit,2022-10-31 00:00:00,0.525177813,3.678955933,2.246536592,0.556180956,59772.72316
2951,66,F,Lopezfort,Medium,"Lecturer, higher education",High School,Single,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,3,FALSE,FALSE,0.574505867,10,4,578,192.4004366,110976,2022-10-14,2021-12-09,4.198679309,1.957209482,3.801201655,4,69,2023-01-02,3,0.534045406,4.641582674,Positive,International Transfers,,Medium,84.74926553,62.70956663,377516,1.509432175,2022-10-30,Credit,2022-10-14 00:00:00,0.356392215,0.49973466,5.63551816,0.927906924,84556.65995
2952,64,F,Matthewville,Low,Astronomer,Bachelor,Divorced,6,Referral,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,54,8,FALSE,FALSE,0.344228221,3,2,993,352.8655534,349536,2023-07-17,2023-11-08,2.139605931,1.447036902,2.727387285,4,-52,2021-06-07,2,0.542759896,4.073886382,Negative,Budgeting Tools,Transaction Delays,Medium,39.91035471,569.8134344,835314,1.464921045,2023-10-31,Credit,2023-07-17 00:00:00,0.713940399,8.323447063,8.873716276,0.093022444,16957.25175
2953,69,M,Lake Alexanderside,Premium,Product designer,PhD,Single,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,65,4,FALSE,FALSE,0.533388489,1,5,144,924.0452332,133056,2022-07-11,2023-03-06,1.21765921,1.176557745,2.954899969,4,-84,2021-10-03,0,0.675088822,4.668512764,Neutral,Mobile Deposit,,Low,13.16052162,325.6055199,743254,1.768171904,2022-11-26,Transfer,2022-07-11 00:00:00,0.928750808,2.332520704,10.98379933,0.520456966,56042.67683
2954,71,F,West Michael,Low,"Producer, radio",PhD,Divorced,1,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,95,1,TRUE,TRUE,0.754916218,14,7,441,560.3042584,246960,2022-04-24,2023-11-09,3.43264987,2.780374415,4.117387504,4,-19,2022-10-21,18,0.770590061,2.883721337,Negative,Mobile Deposit,App Issues,Medium,20.55645703,262.8062352,69495,7.590601217,2023-08-22,Transfer,2022-04-24 00:00:00,0.509196958,7.672799463,7.157884729,0.242639509,85030.54692
2955,77,M,Juliashire,High,Health and safety inspector,Bachelor,Widowed,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,57,9,TRUE,FALSE,0.773294712,17,3,62,329.4616434,20398,2021-06-02,2023-02-06,4.598297705,4.218459764,1.635287177,2,-81,2022-05-21,17,0.505736517,4.702158771,Neutral,Budgeting Tools,App Issues,Medium,44.35892536,899.6283168,33747,7.522976932,2021-12-09,Credit,2021-06-02 00:00:00,0.484892015,6.179550327,15.43955149,0.760589291,90162.85815
2956,74,Other,Johnview,Low,Arts administrator,PhD,Married,3,Branch,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,42,4,TRUE,TRUE,0.01198489,8,6,987,525.3062222,518175,2022-02-20,2023-10-19,4.955133857,1.398319891,3.869911936,3,-34,2021-09-21,11,0.996876714,1.849466191,Neutral,,,Low,30.21689036,944.33579,543285,23.27615723,2023-08-30,Transfer,2022-02-20 00:00:00,0.136497178,8.727615459,9.259475034,0.527256696,88036.51616
2957,64,Other,New Patrick,Medium,"Nurse, learning disability",Bachelor,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,2,FALSE,TRUE,0.078083228,11,6,745,733.8560709,546085,2021-10-06,2023-11-29,1.458365416,1.423434344,3.499782665,8,19,2021-07-17,3,0.96947928,1.472773754,Positive,Budgeting Tools,Fees,High,41.55629098,56.79277404,225320,1.479121655,2022-01-24,Transfer,2021-10-06 00:00:00,0.000104311,3.959467642,17.014154,0.159248044,84323.14326
2958,48,Other,East Crystalville,Medium,Media buyer,Master,Single,7,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,3,TRUE,TRUE,0.003430533,4,4,725,622.1600696,450950,2021-08-12,2023-08-09,4.848136051,4.245691677,1.897527148,10,-79,2023-11-06,1,0.732658625,2.887746409,Neutral,,Fees,Medium,24.76712587,246.7977275,215920,18.30178498,2022-10-11,Transfer,2021-08-12 00:00:00,0.543435029,6.691122935,8.778376721,0.648181303,35458.7273
2959,63,M,New Tanyaborough,Low,"Production assistant, radio",Master,Single,7,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,6,TRUE,TRUE,0.015641574,6,9,449,934.2556213,419366,2021-11-15,2022-01-02,2.534636731,2.310193005,2.782002891,5,67,2023-09-02,13,0.573142515,2.030726525,Positive,,Transaction Delays,Low,99.72521251,805.7082233,76657,17.89382553,2023-02-24,Credit,2021-11-15 00:00:00,0.580929383,3.709182184,11.6578136,0.466708421,57907.08482
2960,43,M,Lake Sean,Premium,Water quality scientist,High School,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,9,FALSE,FALSE,0.839638644,11,1,146,963.3497121,140598,2021-08-05,2022-10-22,3.982231996,3.000908938,4.129016237,10,-48,2022-10-05,1,0.580666181,3.619027009,Positive,Investment Analytics,Fees,Medium,32.7600989,755.8857258,956604,15.37979586,2022-02-25,Debit,2021-08-05 00:00:00,0.701066413,7.610473289,11.17308911,0.844480415,49161.97713
2961,22,F,North Shellymouth,Low,Legal executive,High School,Widowed,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,6,TRUE,FALSE,0.083552873,4,3,251,714.3465101,179214,2021-12-03,2023-02-05,1.816654768,4.123690211,1.462590741,5,-41,2021-08-03,9,0.694827393,4.264380673,Neutral,Mobile Deposit,App Issues,Low,22.82932488,197.6924528,201055,0.689218242,2022-08-13,Debit,2021-12-03 00:00:00,0.674340024,4.123955824,2.021349549,0.128804467,11253.64413
2962,69,F,Jessicaborough,High,Management consultant,High School,Widowed,6,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,72,4,FALSE,FALSE,0.711006215,18,4,113,667.0765453,75371,2023-07-10,2023-12-13,3.690327878,2.63525439,3.496412382,5,-66,2022-04-12,0,0.956310325,1.866714791,Positive,Mobile Deposit,Transaction Delays,Low,77.24103646,382.2921186,972542,24.75649427,2023-10-31,Transfer,2023-07-10 00:00:00,0.28276806,9.232882516,9.63587259,0.780179383,52740.84764
2963,71,F,North David,High,Cartographer,High School,Widowed,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,1,TRUE,FALSE,0.980032828,2,2,592,23.42424811,13616,2023-08-13,2023-09-17,3.68591635,1.079207899,2.683573786,7,-69,2022-12-15,12,0.706369308,1.278931171,Neutral,,Fees,High,42.69203279,635.3430936,967236,11.33562487,2023-10-16,Debit,2023-08-13 00:00:00,0.073928958,9.448805572,7.790482163,0.922009213,53532.00236
2964,50,F,Pierceview,Medium,Medical physicist,Bachelor,Widowed,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,2,FALSE,TRUE,0.820909488,14,3,422,785.8598005,331270,2022-10-06,2023-10-11,2.128859151,2.664636693,2.00224464,9,-19,2022-04-04,1,0.693658701,3.431889602,Neutral,Mobile Deposit,Fees,Medium,12.73386543,905.7464925,395345,13.44794314,2023-04-21,Transfer,2022-10-06 00:00:00,0.347496635,9.587782603,10.32995723,0.41004548,85763.24242
2965,67,F,Patriciamouth,High,Occupational psychologist,Master,Married,2,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,89,7,TRUE,FALSE,0.066395796,18,4,658,504.4467464,331632,2023-04-13,2023-08-29,2.782089499,4.545937903,4.565668902,1,-52,2023-08-11,4,0.959038665,3.636978681,Negative,Mobile Deposit,App Issues,Medium,14.29843252,247.4179115,882708,20.10397472,2023-05-31,Transfer,2023-04-13 00:00:00,0.720230223,7.047176918,4.913020883,0.786966321,8410.711939
2966,55,M,South Carloschester,Medium,"Designer, jewellery",Bachelor,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,89,3,TRUE,TRUE,0.893879269,16,0,782,875.8928302,684250,2021-09-05,2022-07-04,2.658438168,1.489893124,2.910153419,2,-24,2022-07-06,1,0.996863381,3.320682989,Neutral,Investment Analytics,Customer Service,High,50.10187679,740.5210659,333444,19.90474287,2022-01-26,Credit,2021-09-05 00:00:00,0.734424409,2.38132786,12.05990095,0.083000631,14792.81312
2967,44,M,East Carolberg,High,"Engineer, land",PhD,Widowed,4,Online,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,60,2,FALSE,TRUE,0.958168069,2,2,497,933.7783509,463701,2023-01-04,2023-04-02,3.620060902,3.704808178,4.951413425,8,15,2021-04-19,0,0.691928411,3.764535127,Neutral,,Customer Service,Medium,43.03978185,136.1642733,349928,8.290507889,2023-02-17,Transfer,2023-01-04 00:00:00,0.581039571,8.315510432,12.9233004,0.973101284,58301.04823
2968,32,Other,Brandonshire,Medium,Systems analyst,PhD,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,68,6,TRUE,TRUE,0.70637296,19,8,666,375.3150724,249750,2022-03-02,2021-03-16,4.908669363,2.989039825,3.540472822,8,-44,2023-08-01,19,0.98126986,1.23052111,Positive,,App Issues,Low,38.50476248,568.3253102,466887,0.342979739,2023-01-21,Credit,2022-03-02 00:00:00,0.152588862,1.999987095,7.608388635,0.063227204,15895.13241
2969,78,Other,Port Teresaborough,Medium,"Education officer, museum",PhD,Married,5,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,62,4,FALSE,TRUE,0.616310773,14,8,582,906.4113255,527292,2023-07-15,2022-03-01,3.280418198,3.127794266,2.322371418,4,-40,2023-06-16,12,0.564864622,3.738203428,Positive,Investment Analytics,,High,71.75636605,689.4173587,764485,24.16194599,2023-11-13,Credit,2023-07-15 00:00:00,0.305325801,7.449463465,13.02257019,0.715156792,95789.69835
2970,38,Other,Simpsonside,Medium,Acupuncturist,PhD,Divorced,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,80,1,TRUE,TRUE,0.601795697,5,8,779,662.9723667,515698,2022-09-24,2022-03-26,3.177472904,4.320208834,2.197467522,3,74,2023-10-16,17,0.599868286,3.036336163,Positive,Investment Analytics,Customer Service,Medium,90.59278878,979.9186546,217812,22.69089477,2023-04-03,Credit,2022-09-24 00:00:00,0.586120493,9.712853796,7.178263403,0.885607459,54738.47346
2971,63,Other,East Samuelhaven,High,"Therapist, music",PhD,Widowed,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,25,9,TRUE,FALSE,0.820252315,10,8,2,433.8176074,866,2023-08-07,2022-02-20,2.352148812,4.143415208,3.774900092,1,6,2023-06-13,7,0.717371586,2.149064659,Positive,Investment Analytics,Fees,Medium,63.09384404,157.8253193,208099,19.23464628,2023-11-23,Transfer,2023-08-07 00:00:00,0.209859611,3.880122744,10.23626863,0.422494435,18679.4063
2972,23,M,Hartfurt,Premium,Analytical chemist,Master,Divorced,1,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,25,9,TRUE,TRUE,0.553452007,13,8,281,60.2659374,16860,2022-06-27,2023-07-15,3.711224532,4.939829665,2.393790243,2,-91,2021-05-13,0,0.69127769,2.762318427,Positive,,Transaction Delays,High,57.72236197,213.3443282,171383,28.0465789,2022-12-14,Credit,2022-06-27 00:00:00,0.592187173,0.162150293,15.20944989,0.148249096,5870.265764
2973,55,M,Lawsonborough,Low,"Sound technician, broadcasting/film/video",Bachelor,Divorced,6,Online,Regular,FALSE,FALSE,FALSE,FALSE,FALSE,0,72,5,FALSE,TRUE,0.33377857,3,3,762,744.7309478,566928,2021-09-03,2022-04-26,4.384379852,1.672762748,3.30977449,3,-70,2021-12-17,8,0.614958969,1.746682583,Neutral,International Transfers,Transaction Delays,High,46.59194921,615.6589956,401268,6.131918748,2023-10-22,Transfer,2021-09-03 00:00:00,0.045545476,8.211684524,3.691662869,0.463237204,55706.74008
2974,79,M,North Ernest,Medium,"Lecturer, further education",PhD,Married,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,8,TRUE,FALSE,0.970434708,2,6,451,894.2773352,403194,2021-07-05,2023-03-22,1.394679274,2.014921384,3.264396016,3,4,2021-02-15,5,0.73788987,1.096809476,Negative,International Transfers,App Issues,Low,63.99074507,999.3359754,190515,3.107877663,2022-09-13,Debit,2021-07-05 00:00:00,0.334477537,8.394084379,19.94906239,0.925598898,82614.17287
2975,79,F,New Heather,Medium,"Journalist, broadcasting",High School,Married,7,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,51,6,TRUE,TRUE,0.048458152,7,0,250,586.4835628,146500,2021-11-19,2022-03-24,1.965415552,3.986605396,1.062059572,1,-82,2023-07-08,18,0.866940496,1.786347224,Negative,Mobile Deposit,Fees,Low,90.12753014,599.2572647,258755,29.96618479,2022-08-09,Credit,2021-11-19 00:00:00,0.388079723,2.163268011,4.678451936,0.583388193,55062.64019
2976,63,F,Gordonhaven,High,Clinical biochemist,Master,Widowed,4,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,87,7,TRUE,FALSE,0.665348236,2,4,445,408.8346866,181560,2022-09-16,2022-09-19,3.372209555,4.356841843,3.771770332,4,-29,2021-04-28,7,0.578386675,3.030985567,Negative,International Transfers,Customer Service,Low,25.51313691,529.6158156,754006,26.05248827,2023-12-12,Debit,2022-09-16 00:00:00,0.328783356,5.283660777,14.71345275,0.261551928,93153.26906
2977,30,Other,Kevinbury,Low,Archivist,High School,Single,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,72,6,TRUE,FALSE,0.585626723,3,1,680,456.9520983,310080,2021-03-24,2023-05-21,1.336066002,4.288010248,3.268451277,5,75,2022-12-13,7,0.681912562,2.763096765,Positive,,App Issues,Medium,93.50608854,799.492229,644867,1.247532403,2021-07-05,Debit,2021-03-24 00:00:00,0.166679106,4.125350637,16.22082526,0.143481657,96768.50598
2978,20,F,Jeanetteside,High,"Research officer, political party",Master,Married,5,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,73,7,TRUE,TRUE,0.639149682,3,9,926,710.9874629,657460,2022-03-17,2023-02-12,2.390630476,2.826306711,4.241308238,2,-29,2023-09-04,18,0.515334449,4.831088487,Negative,,App Issues,High,86.24006377,685.1496264,592031,9.907873755,2022-09-10,Credit,2022-03-17 00:00:00,0.118960507,0.097885722,12.25546456,0.024600244,1411.03152
2979,23,M,East Jeffreyside,Low,Insurance broker,Master,Divorced,6,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,69,3,FALSE,TRUE,0.642206749,13,3,9,206.2855092,1854,2022-11-03,2021-11-18,2.918043217,1.431968334,4.75630886,8,-41,2021-10-30,16,0.977584013,4.603424027,Neutral,Budgeting Tools,Transaction Delays,Low,44.62407929,266.4687313,825129,15.53212312,2023-11-23,Transfer,2022-11-03 00:00:00,0.681497808,7.476966064,5.939538683,0.544140203,85629.36992
2980,25,Other,West Benjamin,Medium,Air broker,High School,Divorced,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,3,3,FALSE,TRUE,0.123529112,11,8,414,212.3597474,87768,2021-10-31,2023-02-06,4.223226329,2.467416234,2.953810204,7,33,2021-05-11,18,0.880434308,1.98277791,Positive,Investment Analytics,,Medium,5.719584405,404.8663687,130782,18.84699421,2023-01-08,Debit,2021-10-31 00:00:00,0.127319896,3.226429444,3.196918907,0.880981878,74509.34938
2981,61,Other,West Sara,High,Tourism officer,High School,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,3,TRUE,FALSE,0.133511407,2,4,490,353.5646915,172970,2021-07-06,2022-06-06,3.106406414,2.121739727,4.103491586,7,19,2022-12-27,6,0.662902973,2.678979533,Neutral,Mobile Deposit,App Issues,Low,63.24273038,687.9416067,648073,12.49351894,2021-08-04,Credit,2021-07-06 00:00:00,0.020645871,9.446559707,3.140556892,0.962202946,63428.37064
2982,50,F,Morganton,High,"Civil engineer, consulting",PhD,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,6,TRUE,TRUE,0.067372233,19,1,405,39.51626235,15795,2022-05-24,2021-06-23,2.52030092,3.04317535,2.875591103,9,-2,2021-05-14,7,0.586949749,4.870084405,Negative,Budgeting Tools,App Issues,High,18.60944086,792.7152543,551094,2.627514134,2023-11-01,Debit,2022-05-24 00:00:00,0.810724072,8.238289194,5.741013388,0.082549322,97078.56777
2983,67,Other,Port Jason,High,Facilities manager,High School,Widowed,2,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,55,1,FALSE,TRUE,0.938382754,7,0,854,672.2513946,573888,2022-12-30,2021-10-03,1.589563158,1.657880708,2.169429612,8,-44,2022-07-20,18,0.765222989,2.597138132,Neutral,Investment Analytics,App Issues,Medium,5.532810479,871.0170783,727601,14.19015772,2023-05-10,Credit,2022-12-30 00:00:00,0.913822047,8.057500223,7.812464915,0.16890102,9310.849955
2984,28,F,North Deborahstad,Medium,Chiropodist,Bachelor,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,28,9,FALSE,TRUE,0.609903644,18,1,301,453.7574272,136353,2023-03-23,2021-06-22,1.809697825,3.556383088,4.603609694,2,92,2022-06-01,1,0.612188682,4.924949779,Neutral,International Transfers,,Low,37.21796749,443.8894973,811143,16.40351454,2023-12-17,Credit,2023-03-23 00:00:00,0.514014336,7.498961448,1.731776135,0.033456817,49460.28385
2985,45,F,Christopherside,High,Charity officer,Master,Married,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,9,TRUE,FALSE,0.07710932,13,9,140,894.778306,125160,2023-11-18,2022-08-28,3.072501492,4.861512802,3.466681469,8,-64,2021-02-26,7,0.771307077,1.916290185,Positive,Investment Analytics,Transaction Delays,High,85.89897048,446.8911146,639157,9.440534955,2023-11-25,Transfer,2023-11-18 00:00:00,0.113230941,5.267773777,1.894598008,0.788388091,31607.77587
2986,58,Other,Jenniferchester,Medium,Chiropodist,Master,Single,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,4,TRUE,FALSE,0.433657428,0,0,554,650.5586209,360100,2021-04-11,2023-06-30,4.218638095,3.941456061,1.242345487,10,77,2023-10-03,13,0.703520246,3.404943082,Positive,Budgeting Tools,Transaction Delays,Low,15.32374585,427.1003511,619564,4.761130561,2022-09-16,Credit,2021-04-11 00:00:00,0.61237743,1.991324253,16.53966584,0.349786911,99518.59062
2987,33,F,Markton,Premium,"Psychologist, counselling",PhD,Married,4,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,41,2,FALSE,TRUE,0.359322933,19,2,124,707.6635385,87668,2022-09-05,2023-11-29,2.596293978,4.936719676,4.737877996,1,-76,2023-06-02,1,0.777746315,4.037829421,Negative,International Transfers,Customer Service,Medium,93.04636647,352.2220254,186961,15.54006691,2023-10-11,Debit,2022-09-05 00:00:00,0.355101225,5.31889017,4.533282786,0.315270517,29999.12774
2988,65,F,Port Michaelview,Medium,"Runner, broadcasting/film/video",Master,Single,4,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,7,FALSE,FALSE,0.148203632,13,7,693,675.1410841,467775,2022-06-17,2022-12-22,1.911228631,3.846474734,2.668885905,10,-95,2021-10-01,17,0.768752826,1.512043281,Negative,Investment Analytics,Transaction Delays,High,7.387105421,950.5139835,929153,8.332014983,2023-09-12,Debit,2022-06-17 00:00:00,0.237438227,1.268355109,9.008050276,0.415713839,24686.42464
2989,73,F,West Teresa,Medium,Network engineer,High School,Married,5,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,80,7,FALSE,TRUE,0.822018016,18,6,670,423.7369384,283410,2021-12-23,2022-04-17,2.51592588,3.96623893,3.673641564,9,-46,2023-03-23,15,0.502656808,4.914899312,Neutral,Mobile Deposit,,High,2.625366446,94.97218682,516052,7.172312311,2023-01-28,Transfer,2021-12-23 00:00:00,0.870893153,9.567383361,2.570409491,0.314232778,44696.74709
2990,81,F,Lake Juliefurt,Medium,Chief of Staff,Master,Widowed,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,6,FALSE,TRUE,0.775606145,6,0,302,933.3887284,281766,2021-03-05,2021-03-26,1.22118066,3.127375291,4.837055539,10,9,2022-03-17,7,0.850305193,3.746609447,Neutral,International Transfers,,Medium,9.798790543,30.271101,358002,21.71448314,2022-01-26,Transfer,2021-03-05 00:00:00,0.575761895,1.391142628,5.610124036,0.704635057,3853.104123
2991,76,Other,Mollyside,Medium,Tourist information centre manager,Master,Divorced,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,37,8,FALSE,TRUE,0.464074508,12,9,582,915.2191084,532530,2023-04-09,2023-08-11,3.123270001,4.792086979,3.136054933,3,88,2023-07-15,17,0.793719735,1.269750676,Neutral,Mobile Deposit,Transaction Delays,Medium,34.69636524,850.1373174,973624,16.7853193,2023-04-16,Credit,2023-04-09 00:00:00,0.595808758,0.272843331,7.772162399,0.503130861,61589.60813
2992,79,M,Port Scott,Low,Advertising account executive,High School,Single,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,41,3,FALSE,FALSE,0.522467773,8,2,347,487.690298,168989,2023-07-16,2023-11-16,1.297077552,2.438350722,3.392452092,7,1,2022-09-27,6,0.802525629,1.285690505,Positive,International Transfers,Transaction Delays,Medium,58.01880788,238.1048909,119670,22.29542812,2023-12-13,Transfer,2023-07-16 00:00:00,0.750494318,0.142375681,14.58850426,0.624525868,14042.56159
2993,28,M,Josephshire,High,Curator,High School,Married,7,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,49,2,TRUE,FALSE,0.436430793,15,6,738,781.5442537,576378,2022-05-27,2022-11-20,4.399730457,4.056595509,1.754188646,5,-77,2022-09-16,9,0.636324325,2.21739786,Negative,Mobile Deposit,Transaction Delays,Low,90.39432797,68.88013972,200772,13.4403195,2022-07-26,Transfer,2022-05-27 00:00:00,0.08273914,8.210778001,12.64646204,0.377718723,55143.62729
2994,35,F,Moorebury,High,Land/geomatics surveyor,Master,Divorced,7,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,13,1,FALSE,FALSE,0.551019971,15,4,975,985.25155,960375,2021-07-13,2023-05-23,4.052998762,1.00638465,4.112022166,4,-71,2022-11-08,18,0.976843831,4.8658024,Positive,International Transfers,Customer Service,Low,77.84060484,188.2161535,530643,2.323983088,2022-09-20,Debit,2021-07-13 00:00:00,0.508804197,4.121572856,1.275789388,0.272766212,88187.37913
2995,36,F,Richardsonfort,Premium,Hotel manager,Bachelor,Single,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,3,FALSE,FALSE,0.732563409,7,5,60,337.9240669,20220,2023-08-05,2023-07-13,3.813327672,4.236596138,3.086539561,6,-50,2022-04-22,9,0.686888595,4.344431415,Neutral,,Fees,High,86.86513115,203.5517528,567504,14.77502918,2023-12-29,Credit,2023-08-05 00:00:00,0.241831035,1.686303131,11.47686729,0.032554616,30959.56552
2996,72,F,South Hunterburgh,Low,"Producer, television/film/video",High School,Single,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,8,FALSE,FALSE,0.875970343,7,4,633,628.6049147,397524,2021-07-28,2023-08-16,4.780299366,2.176977863,2.94711827,8,70,2023-11-07,15,0.622053092,3.984846378,Negative,Budgeting Tools,App Issues,Medium,92.32130537,527.1722846,329846,17.85871965,2022-03-24,Credit,2021-07-28 00:00:00,0.224318182,7.712170004,12.59983303,0.253196352,30014.27177
2997,43,M,East Ashley,Medium,Neurosurgeon,Bachelor,Divorced,5,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,32,8,TRUE,TRUE,0.592319908,17,7,567,573.8588158,324891,2021-10-14,2023-06-05,4.556638882,1.335870155,1.710235073,5,53,2023-04-14,12,0.516025572,2.009891407,Positive,International Transfers,App Issues,High,33.40346128,29.15369807,321897,23.30142489,2022-01-07,Debit,2021-10-14 00:00:00,0.321126155,5.240673401,11.89571046,0.130676895,51408.30924
2998,23,F,Lake Julian,High,Audiological scientist,Bachelor,Widowed,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,19,7,TRUE,FALSE,0.125797235,1,0,310,545.3657406,168950,2021-09-06,2023-04-18,1.010901538,3.894435132,2.764547332,9,28,2021-10-23,4,0.797668222,4.396311749,Negative,Investment Analytics,,High,41.9127972,218.5290527,757863,17.48774722,2023-05-16,Credit,2021-09-06 00:00:00,0.386381941,5.785476079,0.048036134,0.456149521,40199.39677
2999,21,Other,Frankburgh,Medium,"Editor, film/video",PhD,Divorced,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,2,TRUE,TRUE,0.772055415,1,6,926,933.7930424,863958,2021-01-25,2023-01-23,4.116801875,3.088822533,4.795081963,9,74,2022-10-07,19,0.917109233,3.170644832,Positive,Budgeting Tools,Transaction Delays,Low,93.88195254,343.9323146,48493,23.87339187,2023-06-27,Credit,2021-01-25 00:00:00,0.069187234,5.570372182,8.808534146,0.494250097,91072.09402
3000,46,Other,Mcdanielborough,Medium,Dispensing optician,Bachelor,Widowed,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,66,3,TRUE,FALSE,0.372278881,9,8,847,135.332412,114345,2021-05-07,2023-10-16,3.341146644,2.145665131,2.550286825,8,-82,2021-01-14,16,0.595816276,4.958565979,Negative,International Transfers,Fees,Medium,84.8203316,262.3358422,5866,15.38085908,2022-01-08,Credit,2021-05-07 00:00:00,0.766593195,8.962753391,17.00402339,0.0322539,90710.86222
3001,76,Other,East Charlesbury,High,Aeronautical engineer,PhD,Married,4,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,83,7,FALSE,TRUE,0.629877862,16,8,255,521.2182764,132855,2022-04-01,2022-10-12,2.742071569,4.016436752,1.887280792,2,63,2021-04-19,10,0.840696856,2.08987318,Positive,Investment Analytics,App Issues,Medium,12.26363867,738.3914027,198885,18.35968781,2022-04-21,Credit,2022-04-01 00:00:00,0.961877338,3.480545712,18.71160044,0.936765911,46516.65842
3002,34,M,Stoutfurt,Medium,"Optician, dispensing",Bachelor,Married,6,Referral,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,66,8,TRUE,TRUE,0.198589046,7,2,59,35.59596626,2065,2021-09-25,2022-07-14,2.148717081,2.70312236,3.394273461,5,91,2023-01-04,0,0.502135285,4.526516742,Negative,Budgeting Tools,App Issues,Low,18.637478,25.4634967,317153,0.676464318,2023-12-13,Credit,2021-09-25 00:00:00,0.813819458,9.489993542,9.334171498,0.847251819,71504.76286
3003,60,F,Lake Alisontown,Low,Web designer,PhD,Divorced,3,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,69,9,FALSE,TRUE,0.163409258,7,3,548,315.0236203,172620,2022-02-10,2023-02-23,1.784587522,3.60063461,3.032202669,8,-39,2021-09-03,12,0.797445574,1.242676953,Negative,,Fees,Medium,92.1407795,556.6959259,923877,25.84457252,2022-10-08,Transfer,2022-02-10 00:00:00,0.673730422,1.333370198,12.57594556,0.622550471,27258.873
3004,83,F,South Patrickville,High,Metallurgist,High School,Widowed,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,6,TRUE,FALSE,0.052674128,4,3,58,678.3143026,39324,2023-04-01,2021-02-20,4.529410613,4.991933314,2.918921969,6,-96,2021-05-26,0,0.535344117,4.28357688,Negative,Investment Analytics,App Issues,High,29.51450632,589.5831444,366063,4.965821286,2023-09-20,Transfer,2023-04-01 00:00:00,0.943927639,5.935926499,0.556778466,0.912845726,58516.3749
3005,51,F,Port Mariaton,Low,Facilities manager,Master,Married,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,38,3,FALSE,TRUE,0.314455635,2,7,825,782.6049403,645150,2023-02-02,2022-01-03,2.452268845,1.015967727,1.653033352,3,-53,2021-05-11,6,0.948434146,3.290370319,Negative,,,Medium,26.43224741,676.8418411,763609,22.17363598,2023-03-11,Transfer,2023-02-02 00:00:00,0.435389858,7.210605425,15.76323481,0.735474093,81820.23657
3006,25,M,East Kayla,High,International aid/development worker,Master,Widowed,5,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,42,9,TRUE,FALSE,0.59714384,0,6,107,855.7213996,91485,2021-06-22,2023-06-24,2.792729236,4.39182002,4.634698343,10,54,2023-12-21,5,0.642861295,2.875940798,Neutral,Mobile Deposit,Transaction Delays,Medium,88.32269715,822.1810527,674234,13.34341397,2022-09-11,Credit,2021-06-22 00:00:00,0.905322309,6.389530603,4.611930441,0.09160632,78146.34497
3007,30,M,Douglastown,Low,"Geologist, wellsite",PhD,Widowed,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,5,TRUE,FALSE,0.318775396,19,7,605,85.84843098,51425,2022-06-15,2022-04-24,3.852053769,3.234893851,3.431464896,5,-19,2023-04-28,12,0.745114121,1.888038327,Neutral,Investment Analytics,Fees,Medium,56.67499843,443.0719467,20027,26.76676908,2023-11-02,Debit,2022-06-15 00:00:00,0.827990452,9.302852888,1.992925428,0.192143368,15087.10108
3008,25,M,Port Danielmouth,High,Charity officer,High School,Widowed,2,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,4,TRUE,FALSE,0.240879477,6,4,391,192.7197131,75072,2021-06-03,2022-06-28,4.143342636,2.488928201,3.485669684,9,-25,2021-11-27,13,0.69567687,1.675918162,Neutral,,Fees,Medium,54.3682376,71.16569983,960731,9.132110167,2021-08-02,Debit,2021-06-03 00:00:00,0.621887459,2.115024956,0.949891094,0.167940927,70659.37176
3009,82,M,East Donaldshire,Low,"Editor, film/video",PhD,Divorced,1,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,84,9,TRUE,TRUE,0.994865631,6,2,975,407.4869946,396825,2021-02-14,2021-06-05,3.501460265,4.805253983,1.474506064,9,-31,2022-02-03,7,0.789302338,2.436139787,Positive,Budgeting Tools,App Issues,High,42.69684418,507.2429707,127232,29.16028501,2022-11-12,Transfer,2021-02-14 00:00:00,0.86115073,7.535724337,13.30608519,0.065780209,21053.33456
3010,60,Other,Ochoaport,High,Academic librarian,PhD,Widowed,3,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,43,2,TRUE,FALSE,0.998841707,12,8,820,387.4057976,317340,2021-05-13,2023-01-06,2.678185173,4.756056895,2.822554404,2,86,2022-05-25,2,0.656798657,1.657578812,Positive,International Transfers,Customer Service,Low,66.86193382,742.6559299,806422,22.0746965,2022-04-21,Debit,2021-05-13 00:00:00,0.163877849,4.508136002,8.655200418,0.108505134,51597.91985
3011,56,M,Timothybury,Low,Charity fundraiser,High School,Divorced,6,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,0,4,TRUE,FALSE,0.604947731,5,8,307,261.3934944,80127,2022-02-09,2021-06-18,1.256347712,1.242174693,3.332215882,2,28,2022-01-03,4,0.962602153,1.958477471,Negative,Budgeting Tools,Fees,High,37.135805,106.118153,75580,18.437679,2022-03-14,Debit,2022-02-09 00:00:00,0.225120205,2.769469625,16.64025283,0.881767609,98361.51358
3012,76,M,New Heatherside,High,Control and instrumentation engineer,Bachelor,Married,4,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,96,6,FALSE,TRUE,0.323591155,12,9,605,937.3231689,566885,2023-06-28,2022-08-27,3.446768553,3.784488018,4.694302271,2,70,2022-01-07,15,0.66258937,4.949129565,Negative,Budgeting Tools,Customer Service,High,98.37636363,774.0659106,926750,28.2266272,2023-12-27,Credit,2023-06-28 00:00:00,0.301265774,0.49511151,1.32644723,0.715011613,8560.399478
3013,61,M,North Malloryville,Medium,"Education officer, environmental",Bachelor,Married,7,Branch,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,49,6,TRUE,TRUE,0.861628862,1,9,526,538.5801333,282988,2021-09-21,2023-10-25,4.385106645,3.412050173,3.321296171,3,-100,2021-03-02,11,0.761697707,4.378731142,Neutral,,Fees,Medium,41.15529856,164.100124,874874,16.19584475,2022-08-24,Transfer,2021-09-21 00:00:00,0.319266723,1.54258825,3.626230554,0.976177124,4148.24228
3014,26,F,Curtischester,Low,Primary school teacher,High School,Single,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,5,FALSE,TRUE,0.736790035,1,1,714,660.4519505,471240,2021-07-08,2023-11-17,1.182260453,3.711057865,4.834167476,5,63,2023-10-11,7,0.700583288,1.165073851,Neutral,International Transfers,App Issues,Medium,20.99816754,853.4876366,504840,10.90590965,2023-07-16,Debit,2021-07-08 00:00:00,0.001976927,2.58118962,0.422533222,0.60763272,54029.67465
3015,54,F,North Rhonda,High,Interior and spatial designer,PhD,Single,7,Referral,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,61,7,TRUE,TRUE,0.615938276,1,7,408,752.1617553,306816,2022-11-11,2021-06-10,2.412806589,4.793682191,3.76762805,10,55,2021-09-02,19,0.615337751,2.27470304,Negative,Budgeting Tools,Fees,Medium,7.625289032,40.31459884,910091,20.85049799,2023-09-22,Credit,2022-11-11 00:00:00,0.323569704,6.193268079,18.10993233,0.323543736,97560.45084
3016,53,F,East Ronaldberg,Medium,Systems developer,Master,Married,1,Marketing,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,89,5,FALSE,TRUE,0.908254405,14,2,934,548.4452501,511832,2021-09-08,2022-07-21,1.990599827,4.961750891,1.62465267,7,-92,2022-11-11,3,0.995245072,1.660947104,Positive,International Transfers,App Issues,Low,60.19276503,437.6022939,134694,7.323639661,2023-12-28,Transfer,2021-09-08 00:00:00,0.960632539,9.58029068,12.89494232,0.318196825,81064.41522
3017,45,Other,Dianabury,Low,Marketing executive,PhD,Widowed,1,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,2,6,FALSE,FALSE,0.445312374,14,8,258,835.3059901,215430,2021-03-29,2022-04-12,3.161265882,1.980933195,1.260127183,3,-49,2021-07-02,16,0.837160413,1.725596861,Positive,Mobile Deposit,Fees,High,66.38362809,207.5183406,441273,15.67736629,2022-11-23,Transfer,2021-03-29 00:00:00,0.229507033,2.930396619,1.647816338,0.68877922,24237.50469
3018,59,Other,Mcdanielville,Low,Barrister's clerk,Bachelor,Widowed,1,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,1,TRUE,FALSE,0.255456316,17,1,711,984.9923239,699624,2023-08-03,2021-07-21,1.04334484,2.175117927,3.19345409,1,-79,2021-07-12,4,0.756089497,1.651881018,Negative,,Fees,Low,40.65078602,507.7596051,652057,26.83153124,2023-12-19,Credit,2023-08-03 00:00:00,0.096172812,0.867261969,6.242584879,0.155219838,88526.15603
3019,60,M,Jacksonville,Medium,Administrator,High School,Married,6,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,7,8,FALSE,FALSE,0.967044989,4,8,120,398.0001234,47760,2021-04-14,2021-08-31,4.530277054,3.93925454,4.777327172,4,70,2023-04-07,9,0.824067152,3.263571612,Negative,International Transfers,Transaction Delays,High,94.93275619,646.9132822,523999,13.20689399,2021-09-07,Credit,2021-04-14 00:00:00,0.263904163,3.589903346,14.06464053,0.337318344,57955.49124
3020,59,F,North Stephanie,Low,"Designer, industrial/product",High School,Married,7,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,5,FALSE,FALSE,0.86024437,13,1,373,647.2474703,241331,2021-12-11,2021-05-27,4.166687542,3.809157075,2.27643875,7,7,2023-03-05,3,0.754819728,1.700809657,Negative,,Fees,Low,5.673755867,610.9076554,318482,12.73196334,2022-04-18,Transfer,2021-12-11 00:00:00,0.339447338,9.956527821,1.210909326,0.642516476,93999.66732
3021,83,Other,Michaelmouth,Low,Pensions consultant,High School,Single,5,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,95,5,FALSE,TRUE,0.91206516,4,6,291,323.8259083,93993,2023-06-07,2023-01-08,1.416722978,1.583039134,4.536742663,3,32,2023-04-15,6,0.878101004,4.984683751,Neutral,Budgeting Tools,Customer Service,Low,53.83532571,641.3041307,447852,10.1158553,2023-11-27,Transfer,2023-06-07 00:00:00,0.157018977,7.830851996,5.703063315,0.948963034,79155.09142
3022,72,F,West Sandraland,Medium,Arts administrator,Bachelor,Widowed,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,40,6,FALSE,TRUE,0.918206236,7,6,732,78.31237944,57096,2023-03-20,2021-03-20,4.56978855,4.793089578,1.584287591,8,-23,2023-02-20,1,0.607603614,1.761905074,Positive,Budgeting Tools,Transaction Delays,Low,74.705737,976.794631,280465,19.69923037,2023-10-20,Credit,2023-03-20 00:00:00,0.845842867,1.582187052,15.01859137,0.685781401,19983.55544
3023,65,Other,New Edwardchester,High,Careers information officer,PhD,Married,5,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,35,6,TRUE,TRUE,0.38261293,10,7,680,36.80180085,24480,2023-10-14,2022-02-15,4.069458679,4.22374498,3.964615032,4,26,2023-08-30,8,0.993947898,4.478608504,Neutral,Budgeting Tools,,Medium,45.6625075,278.7148037,452278,8.004389703,2023-12-09,Transfer,2023-10-14 00:00:00,0.023552092,1.833653388,11.83444653,0.443536,47003.47166
3024,39,Other,Carolchester,Medium,IT consultant,High School,Single,7,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,90,8,FALSE,TRUE,0.860807977,7,3,690,240.2469906,165600,2021-03-02,2022-11-15,4.826592858,2.325743605,2.66455822,10,-89,2021-10-11,18,0.647807153,4.163743646,Neutral,Budgeting Tools,Customer Service,Medium,64.60265869,112.9135269,23034,24.22333951,2022-06-11,Debit,2021-03-02 00:00:00,0.175502418,5.95281375,9.739128775,0.195309077,71793.2155
3025,44,M,Lake Gloria,Low,Clinical psychologist,Master,Single,1,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,56,4,FALSE,TRUE,0.889279418,5,3,154,170.6924271,26180,2023-02-23,2022-02-07,2.03459667,3.32179618,1.051760948,9,66,2022-12-05,6,0.699907054,4.835065774,Neutral,Mobile Deposit,App Issues,Medium,82.96229494,846.4551923,846742,18.95501273,2023-04-15,Credit,2023-02-23 00:00:00,0.847140353,1.941886506,5.479624509,0.980936126,66461.01963
3026,84,M,Michaelville,Premium,Leisure centre manager,High School,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,4,TRUE,FALSE,0.547586295,3,7,352,725.0399535,255200,2023-05-24,2022-11-06,4.420824542,3.895499196,2.157722745,3,-48,2022-01-10,1,0.984644937,4.758945992,Negative,Mobile Deposit,App Issues,Medium,74.45713932,971.545389,854642,28.7411278,2023-07-07,Transfer,2023-05-24 00:00:00,0.135730729,9.969363182,7.402204303,0.319549071,43247.02752
3027,30,Other,Sabrinastad,High,"Engineer, site",PhD,Single,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,84,3,FALSE,TRUE,0.625257716,19,5,143,468.7261654,66924,2021-12-20,2022-05-28,1.582419005,4.529801259,2.602863355,5,-47,2021-07-16,0,0.627876672,3.076060533,Negative,Investment Analytics,,High,54.97539009,575.9952387,133359,27.67890638,2022-07-28,Transfer,2021-12-20 00:00:00,0.911911504,8.093850666,4.389230023,0.559509216,88308.79454
3028,62,M,Lisaland,Medium,"Education officer, museum",Bachelor,Single,5,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,89,9,TRUE,TRUE,0.577496284,2,5,363,544.6973756,197472,2022-12-26,2022-09-12,3.785140901,4.957115658,2.750790777,9,-55,2022-09-30,9,0.58455658,4.977092247,Positive,Budgeting Tools,Customer Service,High,95.01230698,941.3385128,274824,9.543152429,2023-05-18,Debit,2022-12-26 00:00:00,0.532871946,0.198274017,10.67054267,0.356081004,14821.71677
3029,27,Other,Port Sarahberg,Low,"Loss adjuster, chartered",Master,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,77,8,TRUE,FALSE,0.016027458,11,9,982,90.9683698,88380,2022-03-16,2022-07-17,1.287265874,3.827485086,1.686293618,10,-83,2022-12-29,17,0.812631073,4.630115658,Negative,Budgeting Tools,Transaction Delays,Medium,99.85821597,857.8569433,334616,24.69014459,2022-11-05,Debit,2022-03-16 00:00:00,0.303991365,2.892547789,3.279112269,0.158098312,65191.45672
3030,26,Other,West Dylan,Premium,Theatre stage manager,Master,Married,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,42,5,TRUE,TRUE,0.535532855,10,4,727,29.2126076,21083,2022-01-19,2022-01-26,3.856771922,3.341192462,3.466289392,9,-94,2021-12-30,5,0.982404512,2.922727199,Positive,Budgeting Tools,Fees,Medium,59.4394493,849.2969383,592752,1.589903463,2023-07-16,Credit,2022-01-19 00:00:00,0.114464809,2.74112491,13.54327207,0.655824496,51312.38946
3031,71,F,Griffithfort,Medium,Futures trader,High School,Widowed,1,Referral,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,99,8,TRUE,TRUE,0.037836732,4,9,138,440.7791069,60720,2022-07-18,2021-10-10,1.607035603,4.826999653,4.386005638,7,96,2023-06-01,16,0.996296242,2.892397921,Positive,Budgeting Tools,Transaction Delays,High,10.66075543,894.2760954,524076,9.759523122,2022-08-26,Credit,2022-07-18 00:00:00,0.795426075,8.196582429,13.63632864,0.929521396,21137.48263
3032,44,M,North Beckyview,Medium,Printmaker,PhD,Married,5,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,27,6,TRUE,FALSE,0.451073825,7,2,985,263.1301527,259055,2022-07-28,2022-06-19,3.940042801,3.063712931,3.753909652,9,1,2022-06-01,13,0.619196763,3.913044534,Negative,Investment Analytics,Transaction Delays,Low,24.76013047,603.4395083,10856,23.1466914,2023-06-08,Transfer,2022-07-28 00:00:00,0.201551755,4.051486332,2.759690692,0.246255609,15113.09525
3033,51,M,North Marcus,Medium,Waste management officer,High School,Divorced,5,Referral,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,91,5,FALSE,FALSE,0.045686071,10,1,757,625.7485836,473125,2023-07-03,2021-01-18,2.75892135,1.911864354,4.196258707,8,69,2023-10-21,16,0.651248023,3.017215091,Negative,Budgeting Tools,Customer Service,Low,77.5246501,274.0170987,212707,2.205086711,2023-11-08,Transfer,2023-07-03 00:00:00,0.666834421,3.112641164,2.638316243,0.478560709,70514.09082
3034,18,M,East Katrina,High,"Librarian, academic",Master,Widowed,7,Referral,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,84,9,FALSE,TRUE,0.455357584,10,7,508,516.5344368,262128,2021-11-01,2022-09-06,1.538502285,1.377772027,2.39283184,10,-49,2021-07-05,14,0.893767631,4.601619399,Neutral,International Transfers,Fees,Low,43.28299734,44.36848681,735734,17.88952522,2022-10-19,Credit,2021-11-01 00:00:00,0.330760976,6.790182719,15.11291245,0.793409796,8646.209057
3035,49,F,Luischester,Low,Ambulance person,High School,Married,4,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,58,9,FALSE,FALSE,0.304748945,19,0,283,830.1384073,234890,2021-03-12,2022-08-01,3.28538555,1.634518622,4.376894063,8,-35,2022-01-13,7,0.577280763,1.429782431,Neutral,International Transfers,App Issues,Medium,62.47272424,577.4470308,518549,22.75738613,2021-09-13,Transfer,2021-03-12 00:00:00,0.448199232,8.326325265,12.2565854,0.100545162,24965.40236
3036,84,F,Steelechester,High,Primary school teacher,PhD,Single,5,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,28,8,FALSE,FALSE,0.773925131,2,0,241,840.1547397,202440,2022-05-19,2022-12-11,1.09880693,3.368014982,1.022739694,3,-100,2022-06-18,16,0.662734368,4.802475249,Positive,Mobile Deposit,Fees,Medium,4.77102303,966.0933418,444975,21.22857907,2023-03-13,Debit,2022-05-19 00:00:00,0.763599291,9.605067404,0.826296822,0.761757966,14692.59836
3037,37,F,Devonbury,High,Heritage manager,Bachelor,Widowed,7,Branch,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,37,3,TRUE,FALSE,0.479101103,10,4,410,541.7605131,221810,2022-08-28,2023-04-08,1.948818834,3.68938235,4.311177735,3,-84,2023-04-03,18,0.77668057,4.936779141,Neutral,Mobile Deposit,Fees,Medium,98.95057383,312.4782286,391488,23.26299923,2023-07-26,Debit,2022-08-28 00:00:00,0.298412858,8.651584641,11.64241559,0.750588748,5727.542642
3038,52,M,Barnesfort,Medium,Armed forces logistics/support/administrative officer,Master,Divorced,4,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,33,9,FALSE,TRUE,0.512094888,5,4,146,907.7436854,132422,2023-10-19,2023-04-11,2.169038064,4.095829468,1.110429794,10,4,2022-02-15,4,0.620972573,4.967689053,Positive,International Transfers,Transaction Delays,Low,42.90214675,652.9734442,879816,4.917192971,2023-11-07,Debit,2023-10-19 00:00:00,0.212693723,7.104082376,7.762898736,0.698811393,69815.34668
3039,34,M,Patelbury,High,"Research officer, government",PhD,Single,2,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,6,FALSE,TRUE,0.903685938,5,1,449,933.5131739,418917,2023-04-24,2021-01-25,4.968262717,2.210722403,3.584362035,2,-28,2022-04-10,18,0.512718778,3.713070538,Neutral,International Transfers,Transaction Delays,Low,77.92280101,199.7986673,114133,9.524398191,2023-05-08,Transfer,2023-04-24 00:00:00,0.061991194,3.72323669,3.979216631,0.655695022,20504.89426
3040,35,M,Millerchester,Low,Chiropodist,High School,Divorced,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,19,9,TRUE,FALSE,0.482298579,17,9,962,251.9202641,241462,2023-09-09,2023-08-25,4.177935482,2.481959935,1.82428513,1,20,2022-12-21,5,0.509704022,1.09075458,Positive,International Transfers,App Issues,Medium,75.14073915,55.02768808,755100,22.75800167,2023-09-27,Transfer,2023-09-09 00:00:00,0.918619937,5.224966309,2.111765754,0.008090583,22880.69747
3041,62,F,Lake Christopher,Medium,Probation officer,Master,Single,2,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,25,1,TRUE,FALSE,0.156371642,4,6,800,977.72114,781600,2021-05-05,2023-11-16,2.248213888,4.187120186,2.974159509,3,-54,2021-06-17,0,0.985734513,4.178185411,Neutral,Investment Analytics,Transaction Delays,Medium,48.23952588,260.8130534,226514,17.61719544,2022-05-18,Transfer,2021-05-05 00:00:00,0.841697917,5.539577291,1.658649026,0.821132728,26547.81717
3042,70,F,Aarontown,Medium,"Engineer, aeronautical",High School,Married,5,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,26,1,TRUE,FALSE,0.11257743,4,0,741,986.0683887,730626,2021-06-29,2021-11-02,2.459843551,1.582812234,2.616913732,10,-29,2022-11-27,7,0.742687183,4.033896342,Negative,Budgeting Tools,Transaction Delays,High,81.92968436,795.2164161,291140,2.607705901,2023-03-13,Credit,2021-06-29 00:00:00,0.59751291,5.354683289,13.11036888,0.46955928,11509.90456
3043,82,Other,Angelaberg,Medium,"Conservation officer, nature",High School,Married,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,6,FALSE,TRUE,0.305822125,18,3,351,74.31528534,25974,2022-07-27,2023-03-26,2.753286405,4.443362721,4.83076294,4,52,2023-07-15,0,0.986026259,1.627921276,Neutral,,Fees,Medium,34.00868221,959.0737701,43177,27.7046536,2023-04-01,Transfer,2022-07-27 00:00:00,0.05878151,9.702201462,0.301050774,0.790224732,39137.56697
3044,18,F,North Rhondastad,Medium,"Psychologist, educational",Bachelor,Married,3,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,70,4,TRUE,FALSE,0.265377006,4,3,618,12.34175611,7416,2023-02-24,2022-04-12,4.155423223,2.130047008,2.292519242,4,85,2021-07-12,6,0.689598244,2.136967805,Neutral,,App Issues,High,6.564556917,236.4937485,512853,5.113091528,2023-09-17,Debit,2023-02-24 00:00:00,0.387762332,7.752657095,12.20494291,0.076215547,30082.95517
3045,75,Other,West Steven,Medium,"Therapist, nutritional",High School,Divorced,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,5,FALSE,FALSE,0.818495279,0,1,972,68.01262228,66096,2021-10-09,2022-04-10,3.723339143,2.840265105,3.658129848,5,-25,2023-12-09,2,0.909500991,1.812307691,Positive,Investment Analytics,App Issues,Low,38.19643019,429.9312902,250900,17.75822581,2022-08-09,Transfer,2021-10-09 00:00:00,0.379323221,0.628156845,6.79093893,0.220204188,7562.174603
3046,43,M,Sanchezbury,Low,Statistician,High School,Widowed,5,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,5,FALSE,TRUE,0.758883802,0,2,589,356.1649887,209684,2023-05-09,2022-03-06,3.166792888,1.908171849,3.068317016,10,-25,2022-06-12,7,0.569911354,4.677512709,Neutral,,,Medium,59.17199624,155.5167324,535894,6.232691243,2023-08-10,Credit,2023-05-09 00:00:00,0.507483447,6.007923176,2.268440256,0.520879509,87048.5427
3047,37,F,Lake Devinberg,Medium,Artist,PhD,Married,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,3,TRUE,FALSE,0.058623796,6,1,752,809.9703769,608368,2022-02-13,2023-08-30,2.788101926,1.579485232,2.515615166,8,-68,2021-02-11,6,0.527622631,2.387286251,Neutral,Mobile Deposit,Customer Service,Low,5.888288255,808.5448701,234897,24.52171681,2022-04-01,Transfer,2022-02-13 00:00:00,0.335191274,7.207458553,11.57215888,0.24443241,95509.12526
3048,27,M,Quinnchester,Medium,Manufacturing systems engineer,High School,Divorced,7,Referral,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,67,9,FALSE,TRUE,0.200999438,8,5,571,509.5165277,290639,2023-12-13,2022-04-24,2.01710871,4.02218592,3.604377698,7,73,2021-05-05,12,0.675537671,4.785764346,Positive,Investment Analytics,Customer Service,Low,67.81489018,486.0525785,966066,17.46171396,2023-12-17,Debit,2023-12-13 00:00:00,0.090031613,3.523320391,14.44983719,0.496825444,31061.40255
3049,76,M,Brianville,High,Therapeutic radiographer,Bachelor,Single,1,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,92,1,FALSE,FALSE,0.448825483,15,1,319,303.3050912,96657,2022-05-26,2023-11-23,2.81398362,4.175361479,1.55912936,6,-19,2021-05-02,16,0.520169804,2.469736505,Positive,Investment Analytics,App Issues,Medium,96.26904405,803.6900268,342533,12.32692646,2023-12-13,Debit,2022-05-26 00:00:00,0.461063032,1.386808226,2.750783214,0.393265178,82497.37226
3050,58,M,South Maryburgh,Low,Medical secretary,High School,Married,2,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,99,6,FALSE,TRUE,0.087198313,8,6,861,64.45473569,55104,2021-02-09,2023-08-18,4.10558135,2.300440247,3.930910152,5,63,2023-02-04,2,0.743269574,2.477766685,Positive,Investment Analytics,Fees,High,23.21851023,735.1418323,515576,22.03959872,2022-02-03,Debit,2021-02-09 00:00:00,0.060748529,2.880482966,12.72016743,0.130441397,68098.39311
3051,22,M,East Michaelland,High,Air broker,High School,Single,6,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,66,2,FALSE,FALSE,0.166217772,11,5,187,401.887407,74987,2023-02-23,2023-08-03,2.79079025,4.606563281,3.345585703,10,-61,2021-07-15,15,0.819440865,2.321935218,Positive,International Transfers,Customer Service,High,5.887587597,419.116265,118720,10.50966598,2023-06-24,Debit,2023-02-23 00:00:00,0.355407547,1.756708918,4.209993413,0.059633458,50129.90245
3052,82,F,North Alexander,Medium,Exercise physiologist,High School,Married,5,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,2,FALSE,TRUE,0.908445263,10,9,387,45.80138478,17415,2023-01-06,2022-11-29,3.095594941,3.714948496,4.081263377,10,3,2021-12-12,10,0.558792305,4.348476288,Negative,International Transfers,Transaction Delays,Low,9.157279253,292.9535818,471689,0.056264483,2023-03-01,Credit,2023-01-06 00:00:00,0.816929892,5.82903841,14.95059036,0.413417494,17709.55138
3053,34,M,Hernandezburgh,Low,Brewing technologist,Master,Single,1,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,68,9,TRUE,TRUE,0.541196561,11,1,765,180.9963623,137700,2023-09-10,2021-06-25,2.354276912,3.094460767,4.017348725,10,31,2021-01-04,1,0.711447712,1.83543305,Positive,Budgeting Tools,Transaction Delays,Low,6.700453953,63.16124603,785894,2.682621729,2023-10-11,Debit,2023-09-10 00:00:00,0.919245404,4.247845034,12.54669341,0.345504084,17162.24072
3054,39,Other,Manninghaven,Medium,Art therapist,Bachelor,Divorced,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,2,FALSE,FALSE,0.796645589,9,2,836,879.9363684,734844,2023-09-20,2022-10-04,2.941983582,4.394432188,2.904773844,6,-61,2023-12-20,12,0.955545232,3.75955595,Positive,International Transfers,App Issues,Low,90.26505178,946.911514,934467,1.792899963,2023-10-22,Transfer,2023-09-20 00:00:00,0.397893189,9.958472304,17.01702155,0.476080915,65496.95264
3055,58,F,Theodoremouth,Medium,Acupuncturist,Master,Married,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,97,9,FALSE,TRUE,0.330548713,8,7,912,764.0093397,696768,2022-12-06,2022-01-20,4.039693184,4.510914859,2.672999898,9,-10,2021-01-26,9,0.782887453,1.314939883,Negative,Investment Analytics,Fees,Medium,19.2179055,171.0212001,128994,6.590223749,2023-02-11,Transfer,2022-12-06 00:00:00,0.301401626,9.613880143,8.455394175,0.30972662,66004.51813
3056,28,M,Harringtontown,Medium,"Nurse, learning disability",Bachelor,Divorced,4,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,14,8,FALSE,FALSE,0.374789727,12,0,319,995.7572704,317405,2023-10-26,2023-05-29,4.688388972,3.397741319,4.423174101,8,-8,2021-01-10,13,0.747517078,4.987074615,Positive,International Transfers,Customer Service,High,31.60901506,99.67476236,318688,27.30775121,2023-12-25,Credit,2023-10-26 00:00:00,0.502717497,8.266795198,5.842959068,0.668245042,14951.43891
3057,73,F,Danielton,Medium,Holiday representative,Bachelor,Divorced,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,7,TRUE,FALSE,0.858352445,11,8,778,895.4784559,696310,2022-10-21,2023-05-06,2.98341322,3.33707622,4.648524154,8,-99,2022-11-01,8,0.822120359,2.935177434,Positive,Mobile Deposit,Customer Service,Medium,92.81181748,707.3286247,913750,5.649444126,2023-04-24,Debit,2022-10-21 00:00:00,0.2867677,6.231964951,9.306624744,0.868946868,71866.53444
3058,68,Other,New Karenhaven,Premium,Wellsite geologist,PhD,Single,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,50,8,FALSE,FALSE,0.657180866,8,1,14,857.1601916,11998,2023-03-07,2022-03-06,1.592301029,3.738743991,2.677715379,6,-89,2023-02-27,18,0.943300911,1.499332057,Negative,International Transfers,Customer Service,High,8.022641036,647.0294719,780447,17.53736564,2023-09-12,Transfer,2023-03-07 00:00:00,0.124384771,1.54189437,19.2242144,0.671641303,43981.60136
3059,38,M,North Randy,Premium,"Engineer, technical sales",Master,Married,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,64,9,TRUE,FALSE,0.67838138,18,7,757,182.9968386,137774,2022-07-08,2023-06-18,4.097062414,3.276791783,4.717381806,1,79,2022-09-20,2,0.902238728,2.829373312,Neutral,,App Issues,High,61.37894279,619.6335766,831269,23.57808891,2023-10-03,Transfer,2022-07-08 00:00:00,0.984541349,3.361086195,16.18792832,0.935351615,70521.74851
3060,43,Other,Fraziermouth,Medium,Industrial buyer,Bachelor,Widowed,3,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,85,9,TRUE,TRUE,0.638940719,3,7,179,651.8417926,116529,2022-01-04,2023-07-11,4.035218062,3.316665651,4.685292444,1,72,2021-02-26,18,0.626867463,1.317124737,Negative,,Transaction Delays,High,26.73179295,928.9539895,579545,22.16377045,2023-01-26,Debit,2022-01-04 00:00:00,0.250190291,4.175697773,16.4640935,0.616301113,55520.3325
3061,36,M,Samanthahaven,High,"Administrator, charities/voluntary organisations",Bachelor,Widowed,6,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,24,3,FALSE,TRUE,0.541134113,0,7,613,604.5290848,370252,2021-02-23,2021-03-03,3.703351922,3.39284583,1.51859512,5,25,2023-02-07,11,0.516880468,3.731129339,Negative,Investment Analytics,Fees,Low,93.87684466,919.8185304,756065,9.82338168,2023-10-06,Debit,2021-02-23 00:00:00,0.36989264,7.408490965,13.93660454,0.11010716,3647.7451
3062,77,Other,Jennachester,Low,"Engineer, electronics",PhD,Divorced,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,60,1,TRUE,FALSE,0.991129285,12,3,83,918.7301816,76194,2022-10-16,2023-02-07,3.333061336,2.288155224,2.856970372,8,4,2021-05-23,13,0.648212112,2.966280716,Negative,International Transfers,Transaction Delays,Low,1.166474777,724.2640595,18539,14.28024852,2023-01-18,Debit,2022-10-16 00:00:00,0.327941517,7.257895678,7.72662254,0.21908837,35620.08565
3063,64,M,West Teresa,Medium,Technical sales engineer,Master,Single,5,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,16,8,TRUE,TRUE,0.894208977,1,1,939,783.2083685,735237,2022-03-25,2021-10-12,2.281971239,4.014820599,4.221630519,5,46,2021-12-20,3,0.950457748,1.497851123,Negative,Mobile Deposit,Fees,High,44.92474578,350.569378,681363,2.282795155,2023-12-05,Debit,2022-03-25 00:00:00,0.011264966,7.609436281,9.008562797,0.837019423,2983.399601
3064,43,F,Spenceberg,High,Commissioning editor,High School,Single,2,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,96,4,TRUE,TRUE,0.710903299,7,1,113,776.9882388,87688,2021-03-02,2021-09-20,3.992481118,2.432845969,1.599014983,7,10,2022-01-22,15,0.720393859,3.440294726,Negative,Investment Analytics,Fees,Low,93.71877008,82.36778427,192605,2.944770666,2021-07-10,Debit,2021-03-02 00:00:00,0.615917913,9.371822977,1.495030808,0.395591417,73192.97293
3065,57,M,South Christine,Medium,"Accountant, chartered certified",PhD,Single,2,Referral,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,51,5,TRUE,FALSE,0.678157453,11,6,94,331.4905091,31114,2022-07-30,2022-09-18,4.93623543,3.590683633,1.961629014,2,-82,2023-10-18,9,0.874755935,2.160600704,Neutral,Budgeting Tools,Fees,Medium,62.24681857,800.1296513,766206,7.406955395,2022-11-19,Transfer,2022-07-30 00:00:00,0.499175952,4.121090587,11.30645092,0.285774717,18654.33856
3066,22,F,South Isaiah,Low,Health physicist,Bachelor,Married,5,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,57,6,FALSE,TRUE,0.084264805,12,0,231,133.1704753,30723,2021-04-30,2021-01-20,2.876924112,3.905877812,3.213125932,7,-16,2022-01-08,2,0.88733293,4.768649325,Positive,Mobile Deposit,,Low,28.52812995,469.0396052,647271,4.499286663,2023-05-05,Debit,2021-04-30 00:00:00,0.926419072,1.287158432,3.495154745,0.18684249,94193.27617
3067,38,M,Port Heatherfort,Low,Magazine features editor,Master,Married,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,6,TRUE,TRUE,0.485183835,12,1,452,375.3650933,169500,2023-08-25,2023-10-21,1.651202501,3.227602002,1.487638615,5,-55,2022-03-24,9,0.808952345,3.621631635,Negative,,Customer Service,Medium,71.40221739,721.5928664,534153,2.030903883,2023-11-17,Debit,2023-08-25 00:00:00,0.658646482,8.670558298,6.63860814,0.511667582,99405.15614
3068,21,M,Denisefurt,Medium,Computer games developer,Bachelor,Single,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,7,TRUE,FALSE,0.496006912,0,2,495,216.3478947,106920,2023-12-21,2022-12-28,1.899846357,1.931515082,2.346226977,10,-15,2022-12-09,3,0.593703205,2.621918733,Positive,Mobile Deposit,Fees,High,63.90564502,333.0407037,632112,7.788408539,2023-12-25,Transfer,2023-12-21 00:00:00,0.377019024,9.944605618,9.899022312,0.879804249,88189.76928
3069,40,Other,Martinstad,Medium,Ambulance person,PhD,Widowed,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,3,FALSE,TRUE,0.051939225,7,6,830,730.4234331,605900,2023-01-03,2022-11-27,2.028760934,3.3142837,3.058857842,3,-64,2021-07-18,14,0.759256749,1.556748059,Positive,Mobile Deposit,Fees,Medium,31.2614993,63.56147869,155107,16.04281463,2023-11-01,Debit,2023-01-03 00:00:00,0.343108111,6.958313649,12.13935922,0.788082468,31907.1013
3070,32,Other,Leeville,Medium,"Engineer, site",PhD,Widowed,3,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,2,TRUE,TRUE,0.755601432,4,7,376,464.7239435,174464,2022-04-22,2022-04-07,3.544323459,4.26858162,4.165847965,1,2,2021-11-13,19,0.735868722,3.797105523,Positive,,App Issues,Medium,97.69899824,332.9137359,100040,6.316088296,2022-05-16,Transfer,2022-04-22 00:00:00,0.093358928,2.679365847,1.006757869,0.003423122,8989.434706
3071,25,Other,North Michaelmouth,Medium,Phytotherapist,Master,Married,2,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,36,9,TRUE,FALSE,0.001966383,18,3,100,239.9449999,23900,2021-11-23,2023-05-09,4.067634371,1.320885504,1.630771238,9,39,2023-02-06,2,0.819961537,2.890968295,Negative,Investment Analytics,Fees,Low,88.19163897,88.32452766,203037,8.433487187,2023-12-29,Credit,2021-11-23 00:00:00,0.410194305,4.354597348,2.870099036,0.51348918,72740.43
3072,58,M,East Julianside,Medium,Armed forces technical officer,PhD,Single,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,74,2,TRUE,FALSE,0.425208966,19,3,752,661.4042388,497072,2021-07-25,2023-05-22,2.397416883,3.633804,3.88636368,10,-65,2021-12-29,16,0.918606831,3.996280828,Negative,International Transfers,Transaction Delays,Low,73.1166347,633.2642766,103676,24.70449672,2022-05-13,Credit,2021-07-25 00:00:00,0.937535534,4.028449535,17.06071996,0.591458837,10932.79414
3073,36,M,North Jasontown,High,Risk manager,PhD,Widowed,7,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,75,9,TRUE,TRUE,0.903251171,16,9,318,78.40537922,24804,2022-05-23,2023-04-07,3.926877873,1.433357546,4.791421421,7,-36,2023-06-22,11,0.516342837,3.595145973,Positive,Mobile Deposit,Customer Service,Medium,53.12608239,457.7130549,492324,22.53134729,2023-02-11,Credit,2022-05-23 00:00:00,0.4618948,6.212572107,17.18023617,0.528137035,17251.75951
3074,63,M,Jacobborough,Low,Veterinary surgeon,High School,Widowed,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,33,4,TRUE,FALSE,0.340358792,18,0,672,918.6571236,616896,2022-05-09,2022-09-06,1.351996952,3.590803465,1.828075999,8,85,2021-12-30,4,0.663051443,3.489291148,Positive,Budgeting Tools,,High,26.8926179,762.4341033,977528,0.922517754,2022-11-23,Credit,2022-05-09 00:00:00,0.709733161,7.38068215,1.038006193,0.87450007,8049.692452
3075,45,F,East Josephshire,High,Higher education careers adviser,Bachelor,Married,6,Referral,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,34,1,FALSE,FALSE,0.582646994,1,0,603,582.5299337,350946,2022-06-30,2022-10-30,4.588494065,2.115613418,1.908640785,10,-94,2023-11-06,16,0.875879088,3.937737793,Negative,Budgeting Tools,Customer Service,High,35.90141372,371.7474115,187628,2.407946745,2022-09-25,Debit,2022-06-30 00:00:00,0.485125989,3.496581461,1.481853418,0.704153263,35637.12824
3076,32,F,New Valeriefort,High,Bonds trader,High School,Married,7,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,3,FALSE,TRUE,0.307954654,11,6,791,466.378727,368606,2023-12-29,2021-02-17,1.270782,4.56289595,4.137969408,10,90,2021-11-01,7,0.911495936,2.422164493,Positive,International Transfers,Transaction Delays,Low,47.12605953,732.5653901,897708,27.84621479,2023-12-31,Transfer,2023-12-29 00:00:00,0.456508427,9.010620105,6.429306515,0.931673948,20903.43046
3077,54,M,North Leonardport,High,Building surveyor,High School,Widowed,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,2,TRUE,FALSE,0.178981553,0,8,467,256.6147857,119552,2021-04-25,2021-03-07,4.209412,2.583351418,1.537819502,4,5,2023-07-01,13,0.590164715,4.869470318,Negative,Mobile Deposit,,High,2.100600759,316.6997582,383820,10.84477243,2023-09-13,Debit,2021-04-25 00:00:00,0.197604185,5.244352917,8.594835085,0.662092826,62054.40445
3078,18,Other,West Karenfurt,High,Special effects artist,Master,Single,5,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,45,4,TRUE,TRUE,0.730018896,11,1,546,552.4148182,301392,2022-03-26,2021-10-12,3.841049403,2.539098164,2.881025662,3,39,2021-03-04,14,0.677561466,4.744904465,Neutral,Investment Analytics,App Issues,Low,60.90719816,404.6937804,243982,0.703779694,2022-10-19,Debit,2022-03-26 00:00:00,0.011985896,8.122348171,14.41687997,0.844906117,37000.91891
3079,84,Other,West Karen,Medium,Hydrologist,PhD,Widowed,2,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,15,2,FALSE,TRUE,0.204570202,18,8,715,294.2964131,210210,2023-03-07,2021-11-11,3.581453204,4.414222964,2.653802241,5,59,2021-03-21,7,0.750373643,3.869377414,Negative,,Customer Service,High,6.230046529,358.6907268,295313,11.70883242,2023-08-07,Credit,2023-03-07 00:00:00,0.270442355,8.771706267,17.89955314,0.214013946,39380.87422
3080,41,Other,Terriville,Medium,Visual merchandiser,Bachelor,Widowed,7,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,87,6,FALSE,TRUE,0.072194345,11,6,915,400.5823736,366000,2022-12-28,2022-11-08,1.243224871,4.852561323,3.045155575,1,88,2021-09-04,16,0.790533343,1.478771517,Neutral,International Transfers,Fees,High,43.94156283,174.0048466,592695,22.93294432,2023-05-04,Transfer,2022-12-28 00:00:00,0.785725865,8.585127988,2.046694626,0.031078077,53010.63935
3081,44,M,Richardhaven,Medium,Chief Marketing Officer,Bachelor,Single,7,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,30,1,TRUE,FALSE,0.435130093,0,7,279,889.6600467,248031,2021-12-22,2023-03-12,3.077266302,1.114980023,3.076135877,6,52,2022-10-01,19,0.697718383,4.254927037,Neutral,Budgeting Tools,App Issues,Low,67.07754332,369.9666601,873728,27.07105766,2023-03-13,Credit,2021-12-22 00:00:00,0.106115736,6.062426115,11.63431989,0.79129972,31907.33963
3082,57,Other,New Lindseyberg,Premium,Environmental consultant,Bachelor,Married,7,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,13,5,FALSE,FALSE,0.708876508,2,4,494,202.2015164,99788,2021-12-27,2023-02-20,1.490690588,2.962858663,3.231045948,1,99,2022-08-20,12,0.856422626,2.294632282,Positive,,Fees,Medium,44.90844646,563.5219659,8097,21.01950786,2023-09-17,Credit,2021-12-27 00:00:00,0.994367552,2.265625704,5.670409399,0.411685025,32887.7764
3083,80,M,New Laurafort,Medium,Legal secretary,PhD,Single,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,9,FALSE,FALSE,0.580006928,0,0,812,354.5533592,287448,2022-04-30,2022-02-23,2.757676293,3.264182079,4.272129465,8,-22,2021-08-09,5,0.726912525,1.53855698,Positive,,Customer Service,Low,35.30086576,219.019666,484005,8.183739485,2023-05-16,Transfer,2022-04-30 00:00:00,0.712547075,6.355595533,0.77744877,0.295086742,34791.04689
3084,78,F,West Evanmouth,Low,Warden/ranger,Bachelor,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,1,FALSE,TRUE,0.244404808,0,7,435,659.283868,286665,2022-10-14,2023-03-12,1.678646712,4.705174603,2.71297253,5,-60,2022-12-16,0,0.665968502,3.68668456,Positive,International Transfers,Customer Service,Low,23.43981666,664.4319473,112284,29.60606455,2023-02-06,Credit,2022-10-14 00:00:00,0.122549691,6.540688219,3.944759911,0.031153685,72093.02539
3085,53,Other,Lake Christopherbury,Low,Warehouse manager,Bachelor,Single,6,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,76,4,TRUE,FALSE,0.817754138,8,9,106,727.5278659,77062,2023-01-05,2021-05-11,1.618477459,3.377031127,1.862292577,10,1,2022-01-05,13,0.712308003,4.094528629,Positive,Budgeting Tools,App Issues,High,6.375677518,132.6026522,263079,4.554276537,2023-02-17,Transfer,2023-01-05 00:00:00,0.537084093,3.921157542,14.08341995,0.712426587,38915.90762
3086,41,F,Port Erin,Premium,Ecologist,PhD,Single,5,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,16,2,TRUE,FALSE,0.097092198,0,2,680,123.7682381,83640,2021-02-27,2023-12-31,3.289061493,3.309720025,4.143140601,7,34,2023-11-28,9,0.584682525,4.437571185,Neutral,,,Medium,32.92977544,448.0340136,570271,11.05453949,2021-05-16,Transfer,2021-02-27 00:00:00,0.944015723,5.68682139,17.59239067,0.529422452,10292.29238
3087,41,Other,Port Jennifer,Low,Sports administrator,Master,Married,1,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,2,TRUE,TRUE,0.670317136,11,4,184,936.8749189,172224,2022-12-22,2023-03-03,2.135247153,3.95823259,4.917153329,4,10,2021-12-09,17,0.572273909,1.47905533,Negative,International Transfers,,Low,57.25219803,129.415663,769215,10.68212066,2023-12-08,Transfer,2022-12-22 00:00:00,0.117438729,5.45800529,4.378520845,0.643207402,68233.71865
3088,21,M,Sethberg,Low,Mechanical engineer,Bachelor,Widowed,7,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,35,5,FALSE,TRUE,0.606677979,4,6,497,36.8023321,17892,2021-10-19,2022-01-21,4.083028991,4.16413993,1.503312197,5,-55,2021-07-24,17,0.81140175,1.82343954,Positive,Budgeting Tools,Fees,High,29.06954281,618.0075455,409522,14.75755331,2023-08-18,Transfer,2021-10-19 00:00:00,0.004160682,0.047326842,1.773899137,0.1139777,94313.60031
3089,84,M,Kellychester,Medium,Logistics and distribution manager,PhD,Divorced,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,2,TRUE,TRUE,0.898922041,14,6,887,76.22899164,67412,2022-01-21,2023-08-31,2.011049007,2.874467189,2.04183294,2,75,2023-10-17,5,0.705254752,4.606993272,Neutral,International Transfers,App Issues,Low,72.02026452,481.2078555,877495,3.473002518,2022-06-30,Credit,2022-01-21 00:00:00,0.142082949,6.241126075,11.77640573,0.967880463,6928.115034
3090,51,M,Lake Kimfurt,Premium,Financial planner,High School,Married,2,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,5,FALSE,FALSE,0.526926647,14,6,200,764.4768898,152800,2023-10-06,2021-08-11,2.343199441,1.644321034,4.909507828,7,-12,2022-01-31,16,0.970883859,1.886799244,Neutral,Budgeting Tools,App Issues,Medium,42.9121779,817.6138764,397019,18.40740603,2023-12-30,Debit,2023-10-06 00:00:00,0.349547209,0.850903408,2.850445512,0.672645818,89694.5543
3091,74,M,East Wendy,Medium,Midwife,PhD,Single,7,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,18,1,TRUE,FALSE,0.818984194,14,1,393,773.7601902,303789,2022-09-25,2022-11-05,3.366948359,4.42276035,1.886098628,9,89,2021-11-14,3,0.669655293,3.367484433,Neutral,Mobile Deposit,Fees,High,43.6044478,423.7771201,763833,19.14539842,2023-07-21,Debit,2022-09-25 00:00:00,0.275837589,3.63557811,11.25550937,0.448369256,35595.02479
3092,66,Other,East Ashleyfort,Medium,Tax adviser,High School,Widowed,2,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,6,5,TRUE,FALSE,0.21529556,16,1,376,669.4286948,251544,2021-12-26,2023-07-14,1.033306937,1.659945832,2.689384097,7,11,2022-11-22,16,0.821322521,1.744726768,Neutral,Mobile Deposit,,High,31.35513156,541.677172,606039,13.59622699,2023-05-05,Credit,2021-12-26 00:00:00,0.205022482,4.594786578,3.170739183,0.553644548,55093.28829
3093,70,F,Port Alexisport,High,"Librarian, public",PhD,Widowed,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,54,3,FALSE,FALSE,0.545315277,8,2,14,526.4415251,7364,2023-10-02,2022-09-16,4.366322634,4.919940229,1.334614859,4,60,2023-07-21,1,0.850059536,1.541493416,Negative,Mobile Deposit,,Low,75.68359,683.5931134,104166,2.947615858,2023-12-02,Credit,2023-10-02 00:00:00,0.995720072,7.425136302,7.303840055,0.362336693,15386.04278
3094,40,M,South Clintonmouth,Low,Data processing manager,Bachelor,Single,3,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,29,2,TRUE,FALSE,0.532629216,13,5,751,295.7509229,221545,2021-03-19,2021-07-10,1.366553199,2.451264654,2.220382037,8,-32,2023-03-08,3,0.894215992,1.961254345,Neutral,,,Medium,35.12829484,26.63326388,154214,22.83295294,2021-07-18,Credit,2021-03-19 00:00:00,0.644686724,1.857259715,7.162458113,0.091263706,28421.01192
3095,70,Other,West Evan,High,Armed forces technical officer,Master,Married,5,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,75,4,FALSE,FALSE,0.295331926,17,9,752,841.5836347,632432,2021-07-04,2021-12-18,1.107713557,4.805969972,2.036765865,6,-7,2023-07-07,16,0.682888083,1.912971809,Negative,Mobile Deposit,Transaction Delays,Low,33.71018173,927.06919,815137,27.84358759,2023-05-29,Transfer,2021-07-04 00:00:00,0.180698383,9.412543824,3.201061754,0.371126912,24902.85115
3096,79,F,Barbarastad,Medium,Medical illustrator,Master,Single,7,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,74,1,TRUE,TRUE,0.00508652,15,1,826,701.7674901,579026,2021-04-26,2021-08-02,4.09256748,3.80688713,4.830699578,6,-35,2021-08-27,14,0.742568995,1.782626279,Neutral,Investment Analytics,Transaction Delays,Low,79.35717027,546.0731134,474605,10.57016098,2023-02-12,Credit,2021-04-26 00:00:00,0.075201635,0.638959095,17.54797596,0.245822158,4954.272957
3097,58,M,North Haroldmouth,Medium,Network engineer,Bachelor,Widowed,2,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,28,3,TRUE,FALSE,0.744249529,8,6,758,968.3702512,733744,2022-04-22,2021-12-30,4.198986998,4.460764494,1.562333326,3,84,2021-05-15,3,0.891186986,1.388508386,Positive,Investment Analytics,Customer Service,Medium,37.25701752,970.6484099,206393,7.095894399,2022-08-09,Credit,2022-04-22 00:00:00,0.359160299,0.566116933,15.69007029,0.793079751,62636.54726
3098,74,F,Valerieview,High,Building services engineer,High School,Widowed,3,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,66,1,FALSE,FALSE,0.396673481,14,8,63,459.7733849,28917,2022-03-25,2021-03-07,3.548056166,4.77027895,2.239982156,2,61,2022-11-24,0,0.93441349,1.285529809,Neutral,Investment Analytics,Transaction Delays,Low,1.471964982,132.263002,603918,28.61040013,2023-02-16,Debit,2022-03-25 00:00:00,0.464467346,1.470477024,0.406863046,0.744623937,78418.27165
3099,77,M,Santosberg,Premium,Analytical chemist,PhD,Married,1,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,8,FALSE,TRUE,0.300093254,19,8,232,475.8224691,110200,2021-02-10,2023-09-28,4.326195933,3.677852546,1.318689669,3,-23,2022-05-20,19,0.64241827,2.265681525,Negative,,App Issues,High,48.89348683,363.5076363,982891,4.167233913,2021-03-14,Credit,2021-02-10 00:00:00,0.691817423,1.59720649,9.130052156,0.713667355,3865.371746
3100,71,F,New Tracystad,Medium,Barrister's clerk,Bachelor,Divorced,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,5,TRUE,TRUE,0.194090825,14,1,995,793.4747324,789035,2023-12-15,2021-02-24,4.669063619,4.12131075,3.687927277,7,-62,2023-01-19,7,0.621069135,2.305052174,Positive,Budgeting Tools,Transaction Delays,Low,13.43410608,118.6986252,939334,14.38549585,2023-12-28,Credit,2023-12-15 00:00:00,0.63783298,5.857837671,11.12446574,0.010914282,5598.924018
3101,74,F,Richardberg,Low,Orthoptist,PhD,Single,6,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,94,1,FALSE,FALSE,0.851717639,8,7,802,993.1183076,796386,2023-09-06,2022-01-18,1.89792676,1.81245491,4.945117047,3,-16,2021-10-17,8,0.670043479,4.119807929,Neutral,,Customer Service,Medium,97.55553593,391.4577473,99745,20.82228218,2023-09-24,Transfer,2023-09-06 00:00:00,0.388252915,7.877156195,16.77652215,0.636638492,24041.44431
3102,27,M,Richardsonmouth,High,"Radiographer, therapeutic",Bachelor,Divorced,7,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,85,2,TRUE,FALSE,0.333875851,1,7,449,897.4424235,402753,2021-01-02,2022-02-12,2.797127212,2.527965509,1.6127317,7,89,2022-05-06,9,0.795207102,4.323453622,Positive,Mobile Deposit,,Medium,94.29736253,98.17015959,966041,1.306314689,2021-08-24,Debit,2021-01-02 00:00:00,0.671225659,7.135953431,2.948572128,0.385609866,17075.66198
3103,57,Other,Christopherchester,Medium,"Teacher, early years/pre",Bachelor,Widowed,6,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,1,9,TRUE,FALSE,0.203952017,10,7,672,304.5038718,204288,2022-11-11,2021-05-23,2.619492756,2.602248323,3.508738459,3,83,2023-10-03,11,0.916250736,1.601346271,Negative,Investment Analytics,Transaction Delays,High,89.76975151,184.4720592,247020,24.30473377,2023-10-21,Transfer,2022-11-11 00:00:00,0.404847175,1.850197653,5.132008642,0.949329737,26005.41267
3104,24,F,Bakerton,Premium,Technical brewer,PhD,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,7,TRUE,TRUE,0.523456185,2,1,648,954.0812674,618192,2022-02-17,2023-03-02,1.673535972,1.683222504,1.613268889,4,18,2022-01-21,6,0.822110769,4.170544269,Positive,Budgeting Tools,Fees,High,87.60188792,121.6752559,391402,20.09253108,2023-06-10,Debit,2022-02-17 00:00:00,0.462536538,8.852578941,11.74708976,0.96606629,34983.21326
3105,55,M,Lake Krystalside,Premium,"Administrator, Civil Service",Master,Single,3,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,46,3,FALSE,FALSE,0.781849845,9,2,535,205.9887679,109675,2021-09-25,2022-08-05,2.061350416,3.242249996,1.905948819,5,-76,2023-04-08,4,0.601118378,2.070796999,Positive,International Transfers,Customer Service,Low,90.36430375,585.1865946,68663,22.39714438,2023-06-06,Credit,2021-09-25 00:00:00,0.148260454,1.677659071,11.44173522,0.584987627,97377.69468
3106,78,F,East Melissaport,Low,Advertising account executive,Master,Single,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,99,1,FALSE,TRUE,0.602464058,8,3,416,427.2314284,177632,2022-11-29,2022-02-26,2.636183538,3.983283161,3.168738235,2,64,2021-03-27,7,0.525884875,2.992088118,Neutral,Budgeting Tools,Customer Service,Low,71.60932564,596.0659769,273381,6.293591236,2023-02-01,Credit,2022-11-29 00:00:00,0.101829449,5.988446197,4.579671342,0.739605792,33255.64094
3107,20,F,Moorefurt,Premium,Occupational therapist,High School,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,95,2,TRUE,FALSE,0.960193166,15,5,806,888.0705224,715728,2021-12-30,2022-04-23,1.40634181,2.008246835,4.798867874,5,83,2023-01-04,17,0.778078186,1.343762535,Neutral,Budgeting Tools,Customer Service,High,5.347238653,722.5781648,502343,8.091362368,2023-02-02,Transfer,2021-12-30 00:00:00,0.457292813,5.20500537,8.28148764,0.856432241,24285.44791
3108,68,Other,East Paulmouth,Medium,"Teacher, English as a foreign language",PhD,Married,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,7,TRUE,TRUE,0.956769055,9,1,380,320.3113347,121600,2022-10-25,2022-08-20,4.027013979,3.905552218,2.900484031,10,-62,2021-05-01,12,0.88129763,2.593113159,Neutral,Budgeting Tools,App Issues,High,90.37863416,706.5514741,604525,29.85731854,2023-11-29,Debit,2022-10-25 00:00:00,0.860670472,6.087942921,19.29665636,0.491611962,4123.782768
3109,64,F,West Stevenside,High,Phytotherapist,High School,Married,6,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,98,8,FALSE,FALSE,0.902372348,7,4,235,358.7108301,84130,2021-05-02,2023-12-10,3.435410947,4.301096008,2.802047885,6,-32,2023-09-11,8,0.752661764,1.211862872,Neutral,Budgeting Tools,Fees,Low,16.1984619,741.2829356,480730,10.78595958,2022-04-14,Transfer,2021-05-02 00:00:00,0.694909677,2.380204289,14.0838254,0.511554941,59688.32104
3110,55,F,Rodriguezburgh,Low,Sports development officer,Bachelor,Widowed,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,5,TRUE,TRUE,0.565154356,3,8,739,994.8183343,734566,2021-02-14,2021-05-24,4.691191127,1.060669082,1.547878567,9,-56,2021-07-22,4,0.683259169,1.027220373,Positive,Budgeting Tools,Transaction Delays,Low,24.70721732,915.1657929,595146,0.732260673,2021-06-25,Transfer,2021-02-14 00:00:00,0.834098136,5.670093441,16.62097579,0.756528672,90117.15468
3111,53,M,South Kaylaborough,High,Barrister's clerk,High School,Single,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,97,4,TRUE,TRUE,0.76827078,7,5,878,456.5100731,400368,2021-10-30,2023-07-21,1.124842768,4.359845862,3.254099028,10,-35,2023-12-01,9,0.598909777,4.729251216,Neutral,Budgeting Tools,Transaction Delays,Low,84.063598,178.8749045,837904,10.62778543,2023-02-04,Debit,2021-10-30 00:00:00,0.299809892,3.715430283,4.016771868,0.905331779,55607.18045
3112,58,M,Murphymouth,High,"Buyer, retail",Bachelor,Married,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,4,FALSE,TRUE,0.288502393,14,7,534,947.9794237,505698,2021-10-18,2021-04-28,3.601879625,1.867385844,2.849796042,4,-2,2021-07-06,6,0.787268051,4.194310091,Positive,Investment Analytics,Customer Service,High,62.96668716,851.5160455,276040,11.42302704,2022-05-24,Debit,2021-10-18 00:00:00,0.740975418,6.816275921,18.57399911,0.913297329,83441.52199
3113,30,Other,Wendyfort,High,Sports coach,PhD,Divorced,7,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,9,5,TRUE,TRUE,0.575360939,9,1,869,281.2907394,244189,2021-08-16,2023-01-25,4.140872972,1.067760628,2.338388741,10,11,2022-10-19,15,0.805787252,1.851175111,Negative,Mobile Deposit,Customer Service,High,41.23449471,867.8684986,562897,26.52644171,2022-01-28,Transfer,2021-08-16 00:00:00,0.368728339,4.320749257,10.73375239,0.861541098,8612.898147
3114,75,F,Lake Judith,Premium,Naval architect,PhD,Widowed,7,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,38,7,FALSE,FALSE,0.066494151,11,3,923,505.8184132,466115,2023-12-14,2023-11-28,3.041741792,4.205827212,3.92260937,5,47,2023-12-16,1,0.917232941,2.135561103,Neutral,,Fees,Low,81.74005813,459.342684,112182,8.34065645,2023-12-30,Transfer,2023-12-14 00:00:00,0.384100969,0.350600603,18.14506142,0.163076515,9833.26228
3115,67,F,West Shawnside,Medium,Print production planner,PhD,Divorced,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,8,7,FALSE,TRUE,0.263432071,14,5,213,388.9157335,82644,2023-01-18,2021-01-23,4.863247813,4.155434609,2.191668245,4,37,2023-12-26,9,0.869642348,1.513197241,Positive,International Transfers,Customer Service,Low,35.2253801,125.5977256,162531,23.80450565,2023-03-16,Transfer,2023-01-18 00:00:00,0.394286997,4.009805924,17.53038517,0.672089789,62884.44348
3116,47,F,South Dustin,Medium,Publishing rights manager,PhD,Single,1,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,24,4,FALSE,FALSE,0.325341374,0,3,957,568.5346371,543576,2021-05-29,2021-12-18,1.153316345,1.055654858,4.611537384,5,3,2023-12-05,9,0.757701299,1.602712104,Neutral,,Transaction Delays,Medium,42.01277034,66.75857987,438092,3.284962638,2023-10-08,Debit,2021-05-29 00:00:00,0.021668247,0.631177206,14.76296391,0.985212343,9726.086283
3117,79,Other,West Ashley,High,General practice doctor,High School,Married,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,19,1,TRUE,FALSE,0.361241648,7,8,692,899.4231831,622108,2023-02-05,2022-11-01,3.097260143,1.286472172,4.490934893,1,-95,2023-03-19,12,0.904775283,3.328965176,Positive,Budgeting Tools,,Low,2.568441139,643.5039947,441300,15.3231463,2023-09-11,Credit,2023-02-05 00:00:00,0.527414769,7.362810279,4.29899701,0.61612831,48735.85259
3118,42,F,Brownstad,High,Armed forces operational officer,Bachelor,Single,4,Branch,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,14,5,FALSE,TRUE,0.161016382,19,1,157,990.9701686,155430,2023-03-22,2023-04-22,2.251654697,4.685902966,2.946415557,8,5,2022-02-16,1,0.556680474,3.305252619,Neutral,Mobile Deposit,Fees,High,75.74492769,507.0779304,825749,12.2092784,2023-06-02,Transfer,2023-03-22 00:00:00,0.315259769,2.393814153,1.564945385,0.562457392,17885.61678
3119,44,M,Irwinborough,Premium,Financial controller,Master,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,7,TRUE,TRUE,0.083264053,14,6,653,506.055465,330418,2021-07-26,2023-03-12,4.894185695,4.620890905,4.631940774,9,60,2022-08-02,4,0.619441225,3.254990773,Positive,Investment Analytics,,High,18.48435874,774.5351618,994589,9.801910321,2023-06-27,Transfer,2021-07-26 00:00:00,0.298016782,1.83584131,17.43659569,0.961580452,12873.57637
3120,68,Other,East Mirandachester,Premium,Quality manager,PhD,Single,6,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,10,4,FALSE,TRUE,0.578370719,14,8,373,183.2818847,68259,2022-11-21,2021-11-18,4.827952426,3.088898038,4.846220567,3,-23,2022-10-19,3,0.876647507,1.14759377,Negative,,Customer Service,Medium,18.90300741,830.0071729,621420,23.28479916,2023-10-01,Credit,2022-11-21 00:00:00,0.440017805,8.278459597,5.523420338,0.959929104,52682.86292
3121,74,M,Johnnyburgh,Medium,"Restaurant manager, fast food",PhD,Single,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,7,FALSE,TRUE,0.49132272,10,1,229,59.97194188,13511,2022-09-11,2021-08-15,1.387617253,4.416511105,1.145562544,10,14,2021-10-05,10,0.710803219,3.742382246,Positive,,Fees,Low,6.553695511,92.58609671,889172,18.06165164,2022-10-23,Transfer,2022-09-11 00:00:00,0.083525289,5.600944465,5.169503157,0.069988918,13627.25829
3122,64,M,East Chadfurt,Medium,"Geologist, engineering",Bachelor,Widowed,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,93,8,TRUE,FALSE,0.584532478,15,5,421,167.9295625,70307,2022-10-23,2021-09-22,2.572637309,2.192491541,4.409763534,3,53,2023-07-07,13,0.786900342,1.102881049,Neutral,International Transfers,,High,62.87021614,327.4323941,566221,28.52446665,2023-11-07,Transfer,2022-10-23 00:00:00,0.194010034,8.999501644,18.5855971,0.703866821,24575.43751
3123,56,Other,West Morganmouth,Medium,Comptroller,Master,Widowed,7,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,21,2,FALSE,TRUE,0.129305301,9,1,682,748.9947024,510136,2021-10-07,2023-05-07,1.88262802,1.619038585,2.609972039,9,-40,2022-02-10,19,0.93154263,4.96215145,Neutral,Investment Analytics,App Issues,Low,29.98798463,430.839304,374214,10.82260982,2021-11-30,Transfer,2021-10-07 00:00:00,0.029814164,3.368931234,11.21852652,0.588174719,21269.36233
3124,33,M,Warrenview,High,Engineering geologist,PhD,Single,3,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,61,2,FALSE,TRUE,0.947691454,3,4,429,598.3726736,256542,2021-11-19,2023-09-07,4.319758885,4.904222611,4.98080021,9,-23,2022-08-23,14,0.964220377,4.323030121,Neutral,,Transaction Delays,Medium,26.19314286,464.0398373,428862,3.664525802,2023-12-07,Credit,2021-11-19 00:00:00,0.396708159,2.398689919,1.184779742,0.928331215,97347.00374
3125,39,F,Port Brian,Medium,"Engineer, biomedical",Master,Widowed,5,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,23,5,FALSE,TRUE,0.413353941,9,7,126,751.3002284,94626,2023-06-14,2021-05-21,4.647050569,3.31210332,2.371657559,7,63,2023-05-24,4,0.96424933,4.698388243,Neutral,Mobile Deposit,Customer Service,Low,33.17061414,34.31111814,630858,7.105054289,2023-10-20,Credit,2023-06-14 00:00:00,0.049609593,2.672860193,1.463592073,0.77593192,985.6562122
3126,71,Other,Petersonport,High,"Teacher, early years/pre",PhD,Single,3,Branch,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,87,3,TRUE,FALSE,0.449472772,17,2,42,954.4333024,40068,2023-09-25,2023-03-08,4.541820089,2.185138408,4.33274695,5,-39,2023-04-08,11,0.67756116,4.183930849,Positive,Mobile Deposit,Customer Service,High,57.15016154,412.2616758,560526,20.49477669,2023-11-26,Transfer,2023-09-25 00:00:00,0.649894282,9.984806936,6.166075155,0.611982513,7701.768959
3127,38,M,East Michael,Low,Homeopath,High School,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,35,4,TRUE,TRUE,0.546966187,16,4,104,709.7571192,73736,2022-10-12,2022-02-27,2.4278919,3.069408433,1.88130551,1,7,2023-06-11,16,0.809403894,2.273296743,Positive,Budgeting Tools,,High,95.25928902,364.5710272,874559,19.6928305,2023-02-06,Transfer,2022-10-12 00:00:00,0.129243806,8.191397011,15.36543124,0.541280151,86301.66005
3128,33,F,Olsonside,Low,Information systems manager,High School,Widowed,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,1,TRUE,TRUE,0.690126494,15,2,930,779.7743071,724470,2021-12-23,2021-09-24,2.208754698,3.404620146,4.720814792,9,13,2023-02-12,1,0.810816377,1.783475224,Neutral,International Transfers,Customer Service,Low,90.36513449,59.3285845,14772,18.90499912,2023-09-17,Credit,2021-12-23 00:00:00,0.589060422,7.390206434,3.74810279,0.79463572,51874.61128
3129,76,F,Lake Samuel,Medium,Telecommunications researcher,Master,Single,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,19,4,FALSE,TRUE,0.384858432,19,2,162,432.8731896,69984,2023-01-01,2022-02-26,3.705121543,2.324883219,3.970669513,6,50,2021-06-18,1,0.643019126,2.967998785,Neutral,,Transaction Delays,Low,3.718035007,226.1628194,95379,21.56490233,2023-03-21,Credit,2023-01-01 00:00:00,0.971416809,1.719800471,13.60458187,0.33067704,19919.77553
3130,48,M,Morrowside,Low,Minerals surveyor,Bachelor,Widowed,3,Online,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,7,4,FALSE,TRUE,0.143150095,6,0,374,516.2091976,192984,2022-04-03,2022-09-27,4.724204908,4.068008305,2.135325528,3,-21,2023-10-02,16,0.728843305,4.181924098,Neutral,Mobile Deposit,Fees,Low,31.12693319,678.5902157,398094,3.182327463,2022-09-10,Credit,2022-04-03 00:00:00,0.651411711,0.414272685,1.082453851,0.65363926,25585.37403
3131,59,F,North Jennifer,High,Equality and diversity officer,Bachelor,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,4,TRUE,FALSE,0.783120938,18,1,243,825.0543298,200475,2021-12-26,2023-06-05,1.246949121,1.159724098,3.74923342,5,-12,2021-02-18,0,0.708489233,3.103541139,Negative,International Transfers,Transaction Delays,Medium,39.6781837,341.482366,546328,8.651923413,2022-04-05,Transfer,2021-12-26 00:00:00,0.195441515,3.547367401,8.433137997,0.878858793,86300.47993
3132,49,Other,West Elizabeth,Low,Advertising art director,High School,Widowed,6,Referral,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,76,3,FALSE,TRUE,0.260557507,18,6,74,642.6753306,47508,2023-02-14,2023-08-31,1.22984025,1.965675257,2.741583555,9,6,2023-10-04,4,0.841392844,2.200827012,Negative,,Fees,Medium,1.553750783,803.6535086,923794,17.23845841,2023-12-14,Transfer,2023-02-14 00:00:00,0.40497709,9.501591091,1.767151698,0.338488798,92371.42779
3133,76,M,Alexismouth,Low,"Accountant, chartered",Bachelor,Married,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,2,FALSE,FALSE,0.442866404,4,3,975,540.1441592,526500,2022-09-21,2021-11-22,2.614215169,2.248517506,4.437749468,1,69,2021-08-02,12,0.798951518,2.045152022,Positive,Investment Analytics,,Medium,93.57258278,231.5121382,477625,13.07630884,2023-06-29,Transfer,2022-09-21 00:00:00,0.036576452,3.293785055,10.80700605,0.444406414,25063.69027
3134,51,F,South Michelle,Low,"Nurse, learning disability",Bachelor,Single,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,77,4,TRUE,TRUE,0.632328764,9,0,667,228.986521,152076,2022-08-27,2022-09-28,2.673909251,3.894122903,1.023761172,10,57,2022-10-21,16,0.954027673,2.939606481,Negative,,,High,49.35734873,511.8252229,84218,15.22243124,2022-12-31,Transfer,2022-08-27 00:00:00,0.752076281,7.001399822,13.03451882,0.148693294,21398.50721
3135,26,F,Port Tarachester,High,Recycling officer,Bachelor,Married,1,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,8,FALSE,FALSE,0.965366219,3,3,80,606.8045684,48480,2021-09-18,2022-02-20,2.97143368,4.1858697,3.09336477,1,91,2023-09-19,10,0.624892726,2.595726752,Negative,,App Issues,Low,58.42475235,819.3378817,576864,6.385611415,2022-10-29,Transfer,2021-09-18 00:00:00,0.468483615,4.172437814,6.148556768,0.745145492,36630.6055
3136,28,M,Abigailtown,High,Proofreader,Master,Single,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,3,FALSE,TRUE,0.033585,6,8,362,298.2064712,107876,2021-12-30,2023-10-27,2.99718726,3.500285165,3.725042315,10,52,2023-03-08,19,0.800159068,3.503420945,Positive,Budgeting Tools,Customer Service,Medium,18.39324105,489.149601,796381,18.29878886,2023-08-02,Transfer,2021-12-30 00:00:00,0.428006519,0.533794005,18.73655935,0.3278788,88652.17804
3137,27,M,Hardingberg,Low,Multimedia programmer,Master,Married,6,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,23,6,TRUE,TRUE,0.518867938,17,7,682,594.3202058,405108,2021-01-04,2023-07-29,2.856846346,2.326239874,2.587375398,4,-6,2022-09-19,19,0.850084323,1.05096812,Positive,,Fees,Low,33.69872833,999.3172486,446352,10.06873527,2021-06-07,Debit,2021-01-04 00:00:00,0.143325004,2.498123394,10.29379473,0.403291074,1104.99154
3138,34,M,Fowlershire,High,"Designer, graphic",Bachelor,Single,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,2,FALSE,TRUE,0.936124148,10,5,794,469.2508512,372386,2023-03-13,2022-07-19,4.130596318,2.046282731,2.893154868,6,22,2023-10-17,11,0.529696649,3.529522866,Positive,Investment Analytics,Transaction Delays,Medium,73.8417456,540.9928682,97329,23.98743359,2023-08-24,Debit,2023-03-13 00:00:00,0.143383411,9.066349675,19.38146564,0.792164431,41009.04466
3139,65,M,North Jefferyborough,Medium,"Lecturer, higher education",High School,Widowed,3,Online,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,17,1,FALSE,TRUE,0.255146753,0,5,308,110.7054138,33880,2021-03-08,2022-02-18,4.059167125,2.587944675,1.959879936,3,44,2022-08-12,19,0.818115956,2.900489858,Neutral,,Transaction Delays,Medium,1.902808264,208.1936153,824501,17.61460769,2023-08-31,Credit,2021-03-08 00:00:00,0.997317226,9.689494162,3.208967394,0.273510758,32170.07337
3140,69,Other,Hortonburgh,Medium,Land,Bachelor,Married,6,Marketing,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,31,7,FALSE,FALSE,0.112299167,3,1,667,858.5740232,572286,2022-01-08,2021-01-16,4.002780957,2.757168167,2.669788232,3,-11,2021-04-23,6,0.797030578,4.201438373,Neutral,,,High,15.81091832,740.8286298,124562,29.92336056,2022-08-19,Transfer,2022-01-08 00:00:00,0.088089439,0.732216318,11.47043036,0.904762701,60075.2351
3141,42,M,Robinsonborough,High,Actuary,PhD,Widowed,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,98,6,FALSE,FALSE,0.596839468,15,4,947,585.5029248,553995,2022-10-14,2021-10-20,2.306276675,3.377790077,4.684410028,4,-95,2023-12-17,4,0.659611395,2.148319941,Positive,,Fees,Medium,5.140214626,606.9754202,235734,17.75065327,2023-09-26,Credit,2022-10-14 00:00:00,0.984441521,4.111455453,3.215666825,0.8153307,46960.77975
3142,38,Other,Lake Barbara,Low,Engineering geologist,High School,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,4,FALSE,TRUE,0.152192947,0,8,708,903.9184194,639324,2022-03-29,2023-07-02,1.073656462,3.710695671,2.538429249,1,38,2021-03-27,10,0.992446152,4.138847405,Negative,Investment Analytics,Customer Service,Medium,44.96997489,627.7089486,759168,1.596904414,2023-07-13,Credit,2022-03-29 00:00:00,0.971451657,3.105092195,3.968354373,0.012453398,16331.84568
3143,82,Other,West Lisatown,High,"Designer, multimedia",Master,Widowed,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,7,FALSE,TRUE,0.878871565,0,7,317,927.7254632,293859,2021-08-02,2021-05-12,4.289785024,2.512389554,4.953754734,5,-100,2022-01-21,8,0.703723443,4.825066704,Positive,,App Issues,High,18.51327217,359.1124243,783521,6.537175914,2022-10-21,Credit,2021-08-02 00:00:00,0.475910441,1.237030443,8.183904275,0.562643654,78730.28132
3144,80,M,Peggyhaven,Low,Magazine features editor,PhD,Single,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,6,FALSE,FALSE,0.723172025,16,3,418,522.4035848,218196,2023-10-14,2023-03-29,4.708601951,1.480236702,2.862026099,8,-24,2021-07-02,10,0.587133922,2.815244283,Negative,,App Issues,High,49.63695976,271.3869891,492940,7.558725783,2023-12-14,Credit,2023-10-14 00:00:00,0.005830024,0.798960657,1.345966321,0.838790572,63467.14662
3145,68,Other,Lake Victormouth,Premium,"Administrator, arts",Bachelor,Widowed,4,Branch,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,36,2,FALSE,FALSE,0.121023795,1,6,105,681.2704906,71505,2021-10-16,2022-05-21,3.296451867,2.757897859,3.481852644,6,-85,2022-09-21,5,0.77698003,2.461235304,Neutral,,App Issues,Low,72.21421444,222.8229219,979155,0.760708017,2022-02-09,Credit,2021-10-16 00:00:00,0.664852175,7.999320017,0.519139528,0.286456818,16276.97852
3146,53,M,Jenkinsstad,Low,"Buyer, industrial",Bachelor,Married,1,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,4,FALSE,TRUE,0.577447913,2,8,459,896.4301242,411264,2022-11-10,2023-12-13,1.481933376,2.446315833,1.0185425,3,-26,2021-12-22,17,0.679662513,4.422319066,Neutral,International Transfers,,High,28.71316054,86.24597282,139866,27.56109766,2023-12-10,Transfer,2022-11-10 00:00:00,0.474666576,9.753627956,0.894732712,0.383554244,20467.25524
3147,83,M,Millsmouth,Medium,"Research officer, political party",High School,Single,6,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,0,9,FALSE,FALSE,0.027115049,16,4,3,683.3533397,2049,2021-06-09,2022-11-05,1.631799582,1.238951768,1.747968637,4,-15,2022-10-05,14,0.616099379,1.942289502,Positive,,Customer Service,Low,38.51085416,343.4841169,30533,18.80702859,2021-07-06,Transfer,2021-06-09 00:00:00,0.504931553,4.149829778,17.93369917,0.610660147,81367.35151
3148,32,F,East Stephenstad,Premium,"Engineer, petroleum",High School,Widowed,7,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,91,8,FALSE,FALSE,0.845169915,1,1,487,251.4967457,122237,2022-05-03,2023-10-03,4.42708358,1.821743629,2.422842293,5,-1,2021-04-09,16,0.667960129,3.93102038,Negative,Mobile Deposit,Transaction Delays,High,9.185200254,87.19336089,460304,24.3628894,2023-05-05,Debit,2022-05-03 00:00:00,0.755111952,3.060607679,19.20099654,0.427899778,12638.91834
3149,56,M,New Brooke,Low,Museum education officer,Bachelor,Single,1,Online,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,26,6,TRUE,TRUE,0.205437751,1,1,665,265.8941078,176225,2022-12-12,2023-08-01,3.651699758,2.659872941,2.311944306,5,-34,2023-12-31,11,0.867080555,3.290696032,Positive,Budgeting Tools,,High,70.9688245,439.6287842,473344,17.59831653,2023-02-20,Credit,2022-12-12 00:00:00,0.052340884,6.676692093,1.022718363,0.498303354,70794.39516
3150,18,F,Jameschester,Medium,Intelligence analyst,Bachelor,Single,5,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,1,FALSE,FALSE,0.731816482,7,7,665,424.6949269,281960,2022-10-17,2023-08-06,1.984234552,3.212491247,3.877134216,2,54,2021-02-27,18,0.649714846,2.725404103,Positive,Budgeting Tools,Customer Service,Low,45.11592139,213.8220571,39753,25.71912315,2023-08-02,Transfer,2022-10-17 00:00:00,0.93284074,4.102997576,1.323977951,0.717691257,17378.55801
3151,40,Other,Jacquelineville,Medium,Freight forwarder,High School,Single,4,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,45,7,TRUE,FALSE,0.106322242,6,7,870,47.29864822,40890,2021-12-10,2021-03-22,1.745987444,3.178516909,3.194268856,3,-21,2021-04-07,4,0.788096518,1.768592856,Neutral,Investment Analytics,Customer Service,High,54.1263577,756.461572,143646,18.81363056,2023-05-20,Transfer,2021-12-10 00:00:00,0.768279885,6.545439954,16.61128704,0.766726741,57525.92056
3152,56,F,Port Maryland,Medium,"Conservator, furniture",PhD,Divorced,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,78,1,FALSE,TRUE,0.472424398,18,7,705,377.2717984,265785,2021-07-01,2021-07-06,2.168365534,1.84907447,1.866960767,10,0,2022-09-13,4,0.500215555,1.053328644,Negative,,Fees,Medium,30.71045455,371.1181186,539061,2.469494698,2023-05-30,Credit,2021-07-01 00:00:00,0.136131463,8.052503994,1.086559356,0.460964682,47078.33602
3153,74,Other,New Sarahville,Medium,"Nurse, adult",Master,Single,5,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,77,8,FALSE,TRUE,0.929231107,18,4,256,152.1238727,38912,2022-11-19,2022-08-13,2.23195547,1.923342668,3.422482893,8,-74,2023-02-28,6,0.557065708,3.153492625,Positive,International Transfers,Customer Service,Medium,39.55902967,565.7170321,979482,0.879590105,2023-07-08,Transfer,2022-11-19 00:00:00,0.064034444,3.81365777,6.880865819,0.481919686,77591.02863
3154,51,M,Bradyside,Low,Educational psychologist,High School,Widowed,5,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,94,3,FALSE,FALSE,0.074477922,10,1,460,828.8702869,380880,2023-07-04,2023-07-24,4.269565613,3.843658043,1.524484539,1,-99,2022-01-21,3,0.872751695,1.231689928,Positive,Investment Analytics,Transaction Delays,High,16.31080765,777.7401294,216420,13.29775781,2023-11-05,Debit,2023-07-04 00:00:00,0.758989165,0.007390714,12.69271658,0.888335136,38481.05839
3155,58,Other,Lake Seanshire,High,Higher education lecturer,PhD,Divorced,2,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,9,TRUE,TRUE,0.295371412,10,9,890,784.3978733,697760,2021-01-24,2022-12-12,4.588683987,2.365200774,4.469694616,4,-53,2022-12-22,0,0.602777362,1.426109651,Neutral,Mobile Deposit,App Issues,High,4.499464004,334.3680691,17980,19.27659734,2021-01-26,Debit,2021-01-24 00:00:00,0.584528161,5.761379672,17.43496596,0.841322688,91051.79434
3156,30,Other,Lake Kellychester,Medium,Claims inspector/assessor,Bachelor,Widowed,5,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,2,5,FALSE,TRUE,0.782625937,18,7,978,183.3700176,178974,2022-06-28,2022-09-02,2.006669583,1.75735218,3.998724913,2,-76,2021-04-18,16,0.896707268,3.417662571,Negative,Budgeting Tools,Fees,High,62.93999621,297.1030496,709025,25.40703951,2023-09-23,Credit,2022-06-28 00:00:00,0.311208304,7.621343278,15.86950177,0.409983983,78446.95127
3157,23,M,East Kimberly,High,Psychiatric nurse,Master,Divorced,7,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,55,6,TRUE,FALSE,0.463363491,10,3,233,291.8248464,67803,2022-03-06,2023-03-12,1.767783548,2.8128581,2.383853334,9,63,2023-06-08,10,0.63776065,1.962726814,Neutral,Investment Analytics,Customer Service,Low,6.440123332,113.1553712,429947,26.85574519,2023-12-24,Transfer,2022-03-06 00:00:00,0.218906461,5.445853308,2.036551747,0.968247653,77899.42957
3158,69,Other,Wilsonfort,Medium,Soil scientist,PhD,Single,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,4,FALSE,TRUE,0.65030217,12,8,293,574.2481607,168182,2022-05-27,2021-12-25,3.21190801,2.97293773,1.193434539,7,-12,2023-11-08,3,0.604273116,3.756861576,Negative,International Transfers,Transaction Delays,Low,54.10547268,28.82254195,601175,24.62548499,2023-03-22,Transfer,2022-05-27 00:00:00,0.241391147,4.323864779,16.68070493,0.082063899,27932.143
3159,20,M,West Tammymouth,Medium,Forest/woodland manager,Master,Married,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,6,TRUE,TRUE,0.812008137,2,9,378,256.8840275,96768,2021-05-19,2023-05-01,3.270007849,1.797328367,4.131077346,6,2,2023-12-10,17,0.843781594,1.592264523,Neutral,Budgeting Tools,Customer Service,Medium,6.009156316,551.4125397,526544,3.178968532,2022-05-08,Credit,2021-05-19 00:00:00,0.515919138,9.268303333,17.05755734,0.009123474,46418.08743
3160,80,F,Odonnellfurt,Medium,Educational psychologist,Master,Married,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,23,9,FALSE,FALSE,0.784050631,0,5,269,64.98948683,17216,2022-12-19,2022-05-26,1.907521433,2.8689488,1.973682717,4,-16,2022-01-01,10,0.549260056,1.281745729,Neutral,Investment Analytics,,High,74.63360431,569.6042495,515693,22.66929724,2023-10-19,Transfer,2022-12-19 00:00:00,0.654701715,9.399921044,19.11621089,0.591300747,20554.97038
3161,66,M,West Kimberlyhaven,Medium,Television floor manager,Master,Single,7,Online,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,59,7,TRUE,TRUE,0.395373576,4,9,594,767.6858335,455598,2022-06-10,2022-01-03,4.272359074,3.99298043,2.035872769,1,-63,2023-11-08,17,0.681331542,3.095931155,Negative,International Transfers,,High,6.695751667,388.7615215,834831,10.48174541,2022-08-31,Transfer,2022-06-10 00:00:00,0.12527399,7.209800379,0.317652241,0.869145035,81851.28464
3162,64,M,Josephview,Medium,"Biochemist, clinical",PhD,Divorced,3,Marketing,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,57,2,TRUE,TRUE,0.430623465,2,6,655,100.2127378,65500,2021-08-10,2023-06-04,4.680240991,1.682898112,2.726141543,9,67,2023-01-30,17,0.537698802,1.954099929,Positive,Mobile Deposit,App Issues,Low,95.20302232,327.3565856,649827,25.72241123,2022-08-27,Credit,2021-08-10 00:00:00,0.604606701,5.994587407,19.01202259,0.460697477,64268.23549
3163,72,Other,Marychester,Medium,"Embryologist, clinical",PhD,Widowed,7,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,62,6,TRUE,TRUE,0.571119395,2,2,495,680.9944377,336600,2021-01-03,2023-07-27,1.325491564,2.434549378,3.434262368,3,-89,2021-04-02,3,0.600889626,2.70829243,Negative,Mobile Deposit,App Issues,Medium,46.17164036,972.8600906,551900,24.75887171,2022-02-09,Transfer,2021-01-03 00:00:00,0.490803262,1.86004311,3.968976574,0.982009776,771.9820652
3164,81,F,North Rachel,Medium,"Teacher, primary school",Bachelor,Married,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,97,9,FALSE,TRUE,0.122759503,11,1,134,158.3552888,21172,2021-04-09,2023-02-27,4.037719122,1.405373429,1.13751548,3,56,2022-03-16,0,0.578280004,1.436770073,Positive,,,Low,27.47881649,82.9040485,80476,19.52228818,2021-06-05,Transfer,2021-04-09 00:00:00,0.99748594,2.500019688,15.9743859,0.397148584,57321.77002
3165,82,M,Johnsontown,Low,Dealer,Master,Single,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,8,FALSE,TRUE,0.869522969,3,1,295,17.60056832,5015,2023-03-02,2022-01-11,3.006016984,1.860528934,4.302743605,6,-30,2021-07-22,4,0.904064067,2.17077922,Negative,,Transaction Delays,Low,16.92958286,202.0833025,723453,27.46748033,2023-07-10,Debit,2023-03-02 00:00:00,0.914183223,9.293819204,16.46935481,0.633968129,4776.072453
3166,84,F,Port Nicholas,Medium,English as a foreign language teacher,High School,Single,6,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,1,TRUE,FALSE,0.093484949,17,2,653,566.8734501,369598,2023-06-17,2021-07-15,1.78248052,2.728842752,1.136552215,6,20,2023-07-26,17,0.789336595,1.236930027,Negative,Investment Analytics,Fees,Medium,49.83578593,757.2189329,126164,16.2635511,2023-08-26,Debit,2023-06-17 00:00:00,0.418341018,8.162070664,14.94455731,0.32088005,36988.91117
3167,32,F,Matthewshire,Low,Environmental consultant,High School,Divorced,6,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,72,5,TRUE,TRUE,0.184814605,17,6,588,291.8275148,171108,2023-05-10,2023-03-17,2.716983354,4.897780737,1.699562459,4,56,2022-01-16,16,0.910231688,4.242953293,Positive,Budgeting Tools,,High,59.57551256,219.4792103,190533,7.244570007,2023-07-30,Transfer,2023-05-10 00:00:00,0.29366539,9.276740757,19.01086591,0.807701819,89506.96773
3168,49,Other,Allenfurt,High,Insurance account manager,High School,Married,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,6,TRUE,TRUE,0.944800248,18,7,890,138.7727514,122820,2021-12-07,2021-03-31,3.024625487,3.795948989,1.907182257,5,-5,2022-03-30,1,0.996706974,1.017360255,Positive,International Transfers,App Issues,Medium,5.914203292,714.6441351,580163,19.59087391,2022-01-28,Transfer,2021-12-07 00:00:00,0.620007276,7.247833503,7.753208564,0.645585731,10253.01663
3169,35,M,New Deanna,Medium,Lawyer,PhD,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,57,9,TRUE,FALSE,0.281838833,3,3,74,688.123459,50912,2023-04-28,2022-05-06,3.343703585,4.726176998,4.397636491,5,-26,2022-10-18,3,0.77743056,4.838304767,Negative,Budgeting Tools,Customer Service,Low,93.33184499,938.5823092,777558,5.740477527,2023-04-30,Transfer,2023-04-28 00:00:00,0.662494242,8.063330174,13.95319626,0.305219979,9285.669777
3170,60,Other,Port Sarahchester,Medium,Chief of Staff,Bachelor,Married,1,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,37,4,FALSE,FALSE,0.244215315,1,2,123,647.696362,79581,2023-10-07,2021-11-20,1.135028954,1.418693454,3.983592681,6,-64,2021-05-30,19,0.980107536,2.089071934,Negative,International Transfers,Fees,Medium,39.80872217,726.479048,139851,22.86108057,2023-10-29,Credit,2023-10-07 00:00:00,0.370336041,7.85921299,13.19715675,0.99644176,82171.92787
3171,52,M,Lake Peter,Medium,Building control surveyor,PhD,Widowed,7,Branch,VIP,FALSE,FALSE,FALSE,TRUE,FALSE,1,48,1,FALSE,FALSE,0.425347373,4,6,154,417.2682485,64218,2023-02-15,2022-07-15,3.786343706,4.767764763,3.442369996,3,-22,2022-02-21,18,0.54838342,1.311754093,Negative,International Transfers,App Issues,Low,79.04542969,806.139416,244675,26.38264421,2023-02-18,Transfer,2023-02-15 00:00:00,0.516648773,9.594882024,18.33395,0.48843952,27000.97707
3172,75,F,South Rebecca,Medium,"Administrator, local government",Master,Single,4,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,42,6,FALSE,TRUE,0.724285827,11,2,411,97.71065469,39867,2022-12-21,2022-08-21,3.03459209,3.044237281,2.424608317,9,-35,2023-10-12,17,0.558101134,4.42079022,Neutral,,Customer Service,Low,36.43816639,789.9033709,220735,19.96926799,2023-02-26,Debit,2022-12-21 00:00:00,0.600347686,6.805913602,3.198952493,0.962095009,3670.883703
3173,50,M,South Jerry,Medium,Ambulance person,High School,Single,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,9,FALSE,FALSE,0.366222809,8,7,534,471.1865239,251514,2023-02-08,2021-05-17,3.559272142,2.129311285,3.211543161,7,89,2022-02-28,10,0.749620518,3.673585055,Positive,International Transfers,Fees,High,41.81695213,409.7781505,665861,14.71250479,2023-08-20,Transfer,2023-02-08 00:00:00,0.532821793,4.047696054,2.141672397,0.41692371,61929.26546
3174,31,M,New David,Premium,"Teacher, music",PhD,Widowed,1,Branch,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,82,6,TRUE,TRUE,0.874724745,11,3,609,113.1248733,68817,2021-07-27,2022-03-21,4.399494226,4.379113551,1.203735475,4,-72,2021-02-01,12,0.563213257,4.411201121,Positive,,Fees,Low,6.916506655,166.4614301,117607,28.56302165,2023-08-26,Transfer,2021-07-27 00:00:00,0.440630281,0.583879186,12.98563993,0.75421375,26444.85637
3175,51,F,Cameronview,High,Archaeologist,High School,Single,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,7,FALSE,FALSE,0.149360785,12,7,619,994.3949454,615286,2023-09-09,2023-10-08,3.262162368,3.405406718,4.46436059,3,95,2021-04-03,14,0.957250615,3.184780506,Positive,Investment Analytics,App Issues,High,37.97136165,215.7766414,487152,23.7007063,2023-12-21,Transfer,2023-09-09 00:00:00,0.814855605,6.116912418,15.34338441,0.823619795,41489.61608
3176,78,F,West James,High,"Pharmacist, community",PhD,Divorced,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,12,4,FALSE,FALSE,0.117943033,12,1,80,242.3679677,19360,2022-04-07,2023-04-23,4.582107361,1.362976364,3.767996097,10,-3,2023-02-21,10,0.752185777,2.030820822,Neutral,International Transfers,Customer Service,Medium,27.31756894,934.7941551,775400,13.81165513,2023-09-22,Transfer,2022-04-07 00:00:00,0.177122721,8.579025419,7.554388777,0.480219684,18754.809
3177,21,M,North Samuelshire,High,Armed forces training and education officer,High School,Widowed,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,2,TRUE,TRUE,0.077400193,17,7,705,13.07259403,9165,2021-11-30,2021-09-06,4.172242103,3.141196563,3.667264749,7,16,2022-02-26,0,0.938868808,1.394176054,Positive,,Transaction Delays,Medium,78.65520616,89.36178811,732051,16.4923235,2022-08-06,Debit,2021-11-30 00:00:00,0.7088338,1.959800583,8.681705434,0.972745117,85535.80699
3178,76,Other,North Christine,Medium,Market researcher,Master,Divorced,4,Referral,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,2,3,TRUE,TRUE,0.298358486,18,7,555,227.8284382,125985,2023-07-14,2023-01-26,3.51872631,3.56751437,4.937115699,5,-2,2021-08-27,16,0.6096872,3.188266022,Positive,International Transfers,Fees,High,22.26513789,381.0927669,685513,21.51955579,2023-12-04,Debit,2023-07-14 00:00:00,0.860422337,5.826038734,18.89991701,0.776779166,60365.43842
3179,46,M,New Patrickberg,Low,Financial risk analyst,High School,Widowed,6,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,88,1,FALSE,FALSE,0.199556842,19,9,233,623.4445589,145159,2021-05-31,2021-06-06,3.325788956,1.071063171,3.132991866,2,-27,2022-08-18,10,0.82707962,3.589481345,Negative,International Transfers,,Low,96.41405559,629.1305683,583468,13.20546071,2022-10-19,Transfer,2021-05-31 00:00:00,0.773536288,0.827069619,13.79965036,0.527623957,70257.97281
3180,23,F,Waltersstad,High,"Accountant, chartered public finance",Master,Widowed,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,2,TRUE,TRUE,0.461330221,0,2,238,976.6826099,232288,2021-03-10,2021-08-04,2.728704228,3.198576304,1.292262084,6,-3,2021-01-10,9,0.635087924,2.787293152,Negative,,,High,73.19806508,182.2722066,494419,12.09469767,2021-05-19,Debit,2021-03-10 00:00:00,0.679743569,6.075403602,1.751622401,0.772479294,42909.78808
3181,66,Other,East Denise,Low,"Sound technician, broadcasting/film/video",Master,Divorced,2,Referral,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,20,7,FALSE,FALSE,0.995700072,11,1,683,530.1715313,361990,2022-08-27,2023-10-31,4.518790798,2.452780923,1.91236005,3,96,2022-05-08,11,0.779773933,2.329578679,Positive,Mobile Deposit,Customer Service,Low,57.71864061,146.7315368,139849,26.02866142,2023-11-24,Credit,2022-08-27 00:00:00,0.281737821,9.917382387,11.19957969,0.808427314,21119.93736
3182,57,F,West James,Medium,"Surveyor, commercial/residential",PhD,Widowed,5,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,13,9,FALSE,TRUE,0.868541116,1,6,65,450.6199965,29250,2021-02-11,2022-10-30,2.653910114,2.827420909,1.642327976,7,32,2022-11-09,14,0.933981897,4.395012083,Negative,International Transfers,Customer Service,High,44.03648522,622.4495506,431667,10.83516781,2022-04-23,Credit,2021-02-11 00:00:00,0.093758527,2.836148926,2.704969199,0.5509467,63311.93646
3183,82,F,Lake Kimberly,High,Patent attorney,PhD,Married,6,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,94,9,TRUE,FALSE,0.894964361,3,8,779,992.3329358,772768,2022-10-15,2023-04-20,1.083095664,1.435792153,4.764893693,10,79,2021-12-29,4,0.642898079,3.560058714,Neutral,Mobile Deposit,Transaction Delays,High,64.86410309,873.589771,252986,29.78174465,2023-10-31,Debit,2022-10-15 00:00:00,0.64447618,2.007357764,13.69264517,0.343790814,13185.8645
3184,44,Other,Townsendton,High,"Sales professional, IT",PhD,Divorced,6,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,7,9,FALSE,TRUE,0.83073884,4,9,638,173.3202953,110374,2022-06-19,2023-07-13,1.135017954,3.011516766,1.510411228,5,-91,2023-03-10,8,0.735322837,1.60592512,Positive,,Fees,Medium,95.88460681,920.9504418,447709,10.19453074,2023-05-02,Credit,2022-06-19 00:00:00,0.493251328,7.445154739,14.18151633,0.299870979,43746.36113
3185,23,F,Christopherberg,Medium,Forensic scientist,Master,Widowed,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,6,1,TRUE,FALSE,0.271710127,19,0,745,205.7971939,152725,2021-08-03,2021-12-04,4.702230364,4.938900266,1.090157893,7,-66,2022-04-13,12,0.756786795,4.670315467,Neutral,Investment Analytics,App Issues,Medium,98.64406912,687.7974783,805163,22.51971672,2023-05-18,Debit,2021-08-03 00:00:00,0.215726576,5.519371886,15.05151788,0.543878764,36278.90817
3186,30,F,Lake Traciville,Medium,Financial manager,Bachelor,Divorced,5,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,7,FALSE,TRUE,0.226324429,9,4,854,386.8907917,329644,2021-06-01,2022-06-02,1.475215946,3.952452878,2.208764982,4,-38,2023-02-01,5,0.808711233,1.683537829,Positive,Mobile Deposit,Fees,Low,4.052497421,718.0002902,388499,15.26446762,2022-05-21,Credit,2021-06-01 00:00:00,0.20969776,4.933552407,18.22489849,0.092368844,33346.65345
3187,81,F,South Saraville,High,"Administrator, education",Bachelor,Widowed,7,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,98,7,TRUE,FALSE,0.732110689,0,2,93,750.0272133,69750,2022-12-02,2022-03-01,4.147712152,4.711421133,1.487992315,1,-26,2023-04-04,0,0.899569239,4.56869666,Neutral,Investment Analytics,Fees,Low,53.58681769,938.9055837,847238,1.762071226,2022-12-30,Transfer,2022-12-02 00:00:00,0.307103609,7.396823592,3.533399885,0.283487528,73209.91428
3188,79,F,East Justinburgh,High,"Designer, blown glass/stained glass",Master,Widowed,6,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,82,9,TRUE,TRUE,0.59896603,9,8,34,309.4899941,10506,2021-12-15,2023-11-03,4.399793556,2.109981287,3.481213717,1,82,2021-04-02,7,0.560805316,1.167682336,Negative,International Transfers,App Issues,High,49.30752762,394.886443,986954,23.970305,2022-06-07,Debit,2021-12-15 00:00:00,0.708424483,5.929523805,12.03252193,0.898554349,26546.65801
3189,36,F,North Troystad,High,Commercial horticulturist,Master,Married,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,9,TRUE,TRUE,0.206123524,14,7,579,475.2184629,275025,2023-02-08,2021-04-02,3.205140389,2.529926867,1.894978744,7,44,2021-11-16,14,0.767842182,4.883448708,Positive,,,Medium,85.05750894,974.8318946,367524,24.96948406,2023-12-09,Debit,2023-02-08 00:00:00,0.857078138,9.284875798,16.91387447,0.890782104,95414.26037
3190,60,F,South Craig,Premium,Chartered management accountant,PhD,Married,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,1,1,TRUE,TRUE,0.967338402,7,8,223,939.9537283,209397,2021-11-26,2023-08-05,4.35981364,3.596058078,4.370916929,9,-56,2021-10-18,4,0.571007538,3.003217908,Positive,International Transfers,Fees,High,87.13492079,312.2993799,354301,22.37328297,2022-10-15,Debit,2021-11-26 00:00:00,0.50408378,3.851591255,7.010968591,0.457684306,28018.90688
3191,37,F,South Charlesland,Low,Music tutor,PhD,Married,6,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,68,5,TRUE,TRUE,0.424211647,16,8,761,874.0628123,665114,2021-06-03,2021-02-24,1.425444527,3.958516695,1.572475496,6,-36,2022-05-20,4,0.590358279,1.492494146,Neutral,International Transfers,Customer Service,Medium,64.80757012,369.8090248,309632,27.63556143,2022-10-31,Credit,2021-06-03 00:00:00,0.720611209,3.005292224,16.94997936,0.643497533,50548.44223
3192,61,F,Lake Robert,Medium,"Nurse, learning disability",PhD,Widowed,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,43,2,TRUE,TRUE,0.814425054,11,9,973,947.5541581,921431,2021-07-10,2021-05-30,4.996156144,2.216354959,1.60981761,3,-45,2022-06-13,16,0.745771171,1.432853248,Negative,,Fees,Low,54.48157534,762.8321073,190412,1.867630392,2022-08-23,Transfer,2021-07-10 00:00:00,0.250573265,7.106428419,9.6783694,0.099863466,57122.11485
3193,40,F,Cynthiamouth,Medium,"Producer, radio",Bachelor,Married,7,Marketing,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,65,6,FALSE,FALSE,0.073806448,4,2,826,175.1472094,144550,2022-11-24,2023-08-04,3.388933507,2.390368505,3.43075817,9,97,2023-05-16,17,0.541570501,2.67167624,Neutral,,Customer Service,Low,5.740185882,717.712099,641543,9.273960107,2023-07-13,Transfer,2022-11-24 00:00:00,0.404327792,8.310376128,14.93276653,0.377297175,46498.77696
3194,19,M,East Kent,Low,English as a second language teacher,Bachelor,Divorced,3,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,17,2,TRUE,FALSE,0.035166279,5,6,779,487.3203965,379373,2023-09-16,2023-02-20,4.411883408,1.526879357,1.327648531,9,-49,2022-09-27,12,0.543676296,2.693913969,Negative,Mobile Deposit,Fees,Low,83.52522275,376.7426142,617559,29.59022478,2023-12-22,Credit,2023-09-16 00:00:00,0.76335526,1.756431528,3.084248915,0.726260875,11917.74782
3195,39,M,Lake Ashley,Premium,Copy,Master,Widowed,5,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,78,6,FALSE,TRUE,0.455805514,15,4,562,715.9754614,401830,2021-03-05,2022-12-05,2.092933457,3.714827575,1.202366472,1,-40,2022-02-24,6,0.589604733,3.323802658,Neutral,,Fees,High,11.27345198,57.45083361,983010,15.13605437,2023-05-26,Credit,2021-03-05 00:00:00,0.527378311,8.610797063,18.64968409,0.949982146,68293.77135
3196,74,F,North Theresastad,Premium,Warehouse manager,Bachelor,Divorced,6,Marketing,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,15,7,TRUE,TRUE,0.119391329,6,5,622,735.5665107,457170,2023-06-03,2023-03-29,2.24500417,2.394068496,1.735606761,10,16,2022-07-13,0,0.736156718,2.429006642,Neutral,,Transaction Delays,Medium,75.88211758,638.0419533,741280,8.068433094,2023-06-15,Transfer,2023-06-03 00:00:00,0.394575216,5.514764854,18.27932517,0.74883554,9158.388679
3197,24,M,Cooleyside,Low,Accounting technician,PhD,Married,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,6,TRUE,FALSE,0.979263933,18,7,869,554.5837696,481426,2021-12-04,2022-02-03,1.614309276,1.554788385,3.106851634,5,88,2023-04-19,15,0.591604352,3.036822152,Negative,International Transfers,Fees,Low,40.83521789,606.9124326,730836,10.94494921,2022-08-04,Debit,2021-12-04 00:00:00,0.7048257,6.01808832,10.47353427,0.0413739,22723.96727
3198,73,Other,East Aimeeview,Low,Herbalist,PhD,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,1,TRUE,FALSE,0.812020855,8,9,200,822.5495694,164400,2023-06-09,2023-03-24,3.866519795,3.535946995,3.191118882,3,-66,2021-01-21,4,0.689313139,3.416843622,Positive,International Transfers,Transaction Delays,High,54.4125719,884.8255594,609131,28.27089114,2023-11-22,Credit,2023-06-09 00:00:00,0.589685817,4.712003434,15.77781068,0.441929299,10626.77603
3199,84,M,East Catherineside,Medium,"Lecturer, higher education",PhD,Divorced,7,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,99,4,FALSE,TRUE,0.454074328,18,7,778,52.29066094,40456,2021-11-18,2021-03-19,1.094425657,1.049873338,2.538904344,9,-88,2023-05-02,15,0.934294273,4.448097216,Positive,International Transfers,Fees,Low,16.789238,305.8425285,497276,21.66585405,2022-01-05,Credit,2021-11-18 00:00:00,0.773546729,2.350721292,17.04985334,0.571395658,78183.76826
3200,33,F,New Williamberg,High,"Programmer, multimedia",PhD,Single,3,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,3,TRUE,FALSE,0.979515357,16,6,870,204.9407896,177480,2021-04-20,2021-01-22,1.432555733,4.800300326,2.868288782,7,78,2023-04-28,2,0.963743875,4.835510378,Positive,Mobile Deposit,,High,7.403800896,912.7837406,497688,3.634069999,2022-01-23,Transfer,2021-04-20 00:00:00,0.748143594,8.745965289,15.86650073,0.383668059,73246.48027
3201,68,F,Port Michael,Medium,"Lecturer, higher education",PhD,Divorced,3,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,91,5,FALSE,FALSE,0.238273831,18,0,463,334.6698756,154642,2021-07-27,2022-05-29,1.691839187,3.564131144,2.819526581,4,28,2023-02-12,10,0.776579075,4.5326963,Positive,Mobile Deposit,App Issues,High,87.28257002,577.0800281,599824,7.619687265,2021-08-04,Credit,2021-07-27 00:00:00,0.377729081,9.489918638,18.82063002,0.147889189,91038.62251
3202,29,M,North Mark,Low,"Surveyor, quantity",High School,Widowed,7,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,53,7,FALSE,TRUE,0.678975227,9,0,520,731.6160591,380120,2022-11-10,2021-08-23,3.764081604,3.431394773,2.830167452,5,-78,2022-07-24,8,0.993848956,1.327186513,Negative,Mobile Deposit,Customer Service,Medium,15.00859424,224.5162522,842635,3.235032274,2023-09-15,Credit,2022-11-10 00:00:00,0.001498771,6.347701869,10.41194123,0.38295456,52047.58997
3203,70,F,North Jessica,Low,"Surveyor, commercial/residential",Master,Single,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,39,3,TRUE,FALSE,0.017529441,16,5,448,902.714364,404096,2022-02-25,2021-10-07,3.617681229,3.588498374,2.065047878,9,-24,2022-01-24,11,0.852740123,2.205519612,Positive,Mobile Deposit,Customer Service,Medium,20.69670995,398.7171128,294775,25.86491242,2022-09-23,Transfer,2022-02-25 00:00:00,0.937829343,2.294899721,19.2598051,0.516905142,50067.45582
3204,22,Other,West Joshua,Medium,Speech and language therapist,Master,Married,7,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,42,1,TRUE,TRUE,0.372265043,13,8,670,533.5722617,357110,2022-01-25,2022-11-01,3.486026199,2.266175949,1.677982191,4,-67,2023-09-27,14,0.567593908,1.519005403,Positive,International Transfers,App Issues,Low,4.275989345,209.2064354,567575,10.96172186,2022-10-31,Transfer,2022-01-25 00:00:00,0.534129658,8.430959928,14.90850793,0.022703348,86688.6092
3205,44,Other,North Michael,Premium,"Production designer, theatre/television/film",Bachelor,Married,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,21,9,FALSE,FALSE,0.079325435,13,7,164,711.0875309,116604,2023-04-19,2023-08-09,2.64992711,1.932854428,2.565973095,7,6,2022-06-04,10,0.869712144,3.360424843,Neutral,International Transfers,,Medium,32.62731512,466.445862,160549,29.3247771,2023-11-13,Credit,2023-04-19 00:00:00,0.991426555,2.79632031,2.989530817,0.269579297,30000.51344
3206,29,F,Stuartfort,Medium,Jewellery designer,PhD,Divorced,3,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,3,6,TRUE,FALSE,0.367373751,19,0,30,598.4657841,17940,2022-06-28,2023-09-20,4.738118003,3.147224547,2.853867052,5,-21,2021-01-22,12,0.832386813,3.866373415,Negative,International Transfers,Customer Service,High,35.35741155,477.9069487,396995,29.43688553,2023-10-11,Debit,2022-06-28 00:00:00,0.082335234,1.365872579,6.910218758,0.934487718,34118.36042
3207,34,Other,Huntfurt,Medium,Systems developer,High School,Married,2,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,75,6,FALSE,TRUE,0.380598332,14,7,952,925.2477405,880600,2022-07-31,2023-08-03,4.851854875,4.776238598,4.813637794,1,91,2023-03-21,5,0.932680704,3.843045058,Neutral,Mobile Deposit,,Low,41.39122537,794.8271271,619644,19.82361769,2023-07-22,Credit,2022-07-31 00:00:00,0.756293246,4.773469939,1.920533843,0.757533193,80830.12641
3208,23,Other,West Gerald,Low,Electronics engineer,PhD,Divorced,5,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,20,4,TRUE,TRUE,0.375170765,18,4,95,901.0893243,85595,2022-09-02,2021-05-20,2.478645103,2.124262282,3.993809625,1,-90,2021-03-27,13,0.750560238,2.82091477,Negative,Mobile Deposit,,Medium,56.74388293,745.4385203,839202,20.69818715,2023-02-01,Debit,2022-09-02 00:00:00,0.538103329,7.339896291,17.41325056,0.698162776,65046.06514
3209,22,M,Suzanneville,Medium,Chartered loss adjuster,PhD,Divorced,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,90,1,FALSE,TRUE,0.414431665,6,1,361,809.8274215,292049,2022-05-02,2021-06-19,3.10499857,3.865605364,4.445742244,6,-10,2023-07-09,4,0.794140553,3.431055162,Positive,Mobile Deposit,,Medium,82.37342151,586.1131947,551597,14.80879324,2022-07-11,Transfer,2022-05-02 00:00:00,0.042838879,2.869647737,17.34651769,0.733811488,92642.03371
3210,74,Other,Gabrielborough,High,Dramatherapist,Bachelor,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,9,FALSE,TRUE,0.616853342,15,6,965,286.7863545,275990,2021-07-16,2022-05-12,3.777580533,4.893050465,2.545039019,2,-8,2021-09-21,18,0.697399437,2.12039623,Negative,,App Issues,High,59.40911642,551.4083696,746110,12.52764893,2023-01-16,Transfer,2021-07-16 00:00:00,0.379457292,0.600506886,2.992376357,0.627868663,48406.23448
3211,45,M,Hamiltonmouth,Medium,"Therapist, horticultural",High School,Divorced,4,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,41,7,FALSE,FALSE,0.189426328,19,1,403,379.3876299,152737,2021-04-12,2023-06-16,2.071716885,3.197530061,3.290454512,5,-36,2022-04-02,15,0.508632211,3.694290494,Positive,Investment Analytics,App Issues,Low,68.64395817,693.0992835,186583,11.46560966,2023-04-10,Transfer,2021-04-12 00:00:00,0.994740624,9.354703131,14.52909905,0.320608608,81657.20254
3212,76,F,Carlsonview,Medium,"Therapist, horticultural",High School,Widowed,4,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,90,7,TRUE,FALSE,0.234396534,8,3,561,422.2684954,236742,2023-03-16,2021-10-15,4.051673139,2.83440657,3.969315064,2,49,2021-05-25,12,0.801134263,1.619679955,Negative,Investment Analytics,Transaction Delays,Low,57.57875658,156.6715239,218287,27.78478374,2023-05-29,Transfer,2023-03-16 00:00:00,0.864752792,0.976528785,14.51209578,0.302755292,75359.71857
3213,50,M,Cindyfurt,High,Pharmacologist,Master,Widowed,7,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,40,7,FALSE,TRUE,0.645431169,18,3,226,14.29710868,3164,2023-10-03,2023-08-23,4.078055422,3.992321841,1.733922823,10,-60,2021-08-23,13,0.974730488,1.407698497,Positive,Investment Analytics,Fees,High,82.75905627,590.0368482,947026,11.98041526,2023-11-02,Debit,2023-10-03 00:00:00,0.968271823,1.841031404,19.13392826,0.754615928,34195.99992
3214,79,F,Gonzalezstad,Low,Insurance underwriter,PhD,Single,5,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,15,7,FALSE,FALSE,0.46623724,16,4,589,238.7879567,140182,2021-11-11,2022-07-26,3.003503012,1.565542764,2.836962186,1,52,2021-08-25,3,0.582877688,2.494025419,Negative,Investment Analytics,Fees,High,44.415608,911.2463718,739550,28.92720424,2023-01-19,Credit,2021-11-11 00:00:00,0.178431533,8.081167972,17.24815935,0.476429166,24113.24389
3215,67,F,Rachaelland,High,Diplomatic Services operational officer,High School,Single,3,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,95,8,FALSE,TRUE,0.161919497,18,5,113,716.670658,80908,2021-04-22,2021-11-27,2.662701478,1.132364055,2.393196656,8,-94,2021-11-22,5,0.586031817,4.133763315,Negative,Mobile Deposit,Transaction Delays,High,33.13709709,312.760569,78714,23.50385974,2022-10-28,Transfer,2021-04-22 00:00:00,0.865932243,6.408146374,13.34986099,0.701201933,877.6396232
3216,36,F,Jacksonton,Medium,Nutritional therapist,Master,Married,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,35,8,TRUE,FALSE,0.787243932,19,1,250,548.9466113,137000,2023-01-09,2021-12-16,3.563611499,2.407440178,3.191177169,4,-16,2023-09-28,6,0.705474562,2.051619563,Positive,Mobile Deposit,,Medium,58.46914999,33.29191329,498577,6.948254904,2023-09-24,Transfer,2023-01-09 00:00:00,0.724144538,2.784539911,15.02463081,0.140807104,23017.46642
3217,83,F,Brendaport,Medium,Armed forces training and education officer,High School,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,3,TRUE,FALSE,0.930881215,11,7,958,958.1703171,917764,2021-01-08,2021-02-06,1.065285965,4.348932636,2.168517125,10,27,2021-05-17,17,0.921786234,1.794833219,Positive,Mobile Deposit,App Issues,Medium,41.52666287,14.43403742,746463,10.2668695,2021-07-24,Transfer,2021-01-08 00:00:00,0.482188908,8.270860523,2.362849387,0.553641582,6323.218509
3218,64,F,Raymondville,High,Exercise physiologist,PhD,Single,6,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,53,8,FALSE,TRUE,0.465335272,1,8,445,38.86498439,16910,2023-05-26,2021-07-25,4.423307095,1.310080007,2.418676435,5,53,2022-01-11,18,0.793537555,4.622747159,Negative,,App Issues,Medium,46.86648474,42.24955306,54370,4.43529545,2023-06-06,Transfer,2023-05-26 00:00:00,0.67036657,4.136565637,9.379483196,0.85733256,74579.58926
3219,56,M,Port Marcus,High,Financial adviser,Master,Widowed,6,Branch,New,FALSE,FALSE,FALSE,FALSE,TRUE,1,81,4,FALSE,FALSE,0.614030004,3,2,921,384.5068191,353664,2021-06-29,2021-12-29,4.458319959,3.36435918,4.329058798,6,-19,2022-11-02,6,0.755103468,3.276680561,Neutral,,,Low,50.92517149,748.8207229,52168,4.686190392,2021-09-14,Debit,2021-06-29 00:00:00,0.676687216,0.112604608,12.61028483,0.206268499,46925.87522
3220,50,F,West John,Medium,Personnel officer,High School,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,90,7,FALSE,TRUE,0.815344509,7,6,462,710.2011325,328020,2022-08-27,2022-08-26,3.020744123,1.206063312,4.109957586,6,-4,2021-12-09,9,0.932434162,1.78176892,Negative,,Customer Service,High,47.41431094,867.0091726,349202,16.63902719,2023-11-24,Debit,2022-08-27 00:00:00,0.099373158,2.879069707,2.235344063,0.012949042,28027.99062
3221,30,Other,Lake Nathan,Low,Editorial assistant,Bachelor,Married,5,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,6,5,TRUE,TRUE,0.963752054,10,3,907,142.3634922,128794,2023-09-11,2021-09-12,1.066648821,3.003879177,2.628473467,4,-50,2022-06-10,16,0.60028296,1.747788706,Negative,Investment Analytics,Customer Service,High,27.58062781,13.60444977,543369,8.330772111,2023-10-12,Credit,2023-09-11 00:00:00,0.853439246,4.702874685,11.98461239,0.881614244,20591.89212
3222,71,Other,Port Leonard,Medium,Actuary,High School,Married,6,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,40,4,FALSE,TRUE,0.969148681,10,9,542,504.6259555,273168,2022-02-13,2023-12-31,2.485676848,1.520276349,1.391639423,2,-77,2023-03-27,0,0.977013586,1.471414225,Neutral,Investment Analytics,App Issues,Low,40.36853358,696.7802405,406512,28.38131548,2023-08-29,Debit,2022-02-13 00:00:00,0.963018345,5.914520475,9.367192126,0.37354447,49773.92757
3223,24,F,West Haleymouth,Medium,Counsellor,PhD,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,61,4,FALSE,TRUE,0.922837522,11,3,71,25.69346511,1775,2021-07-18,2023-03-12,2.820504331,3.430311099,2.14290266,2,-91,2022-08-07,5,0.981375716,1.49544053,Negative,Mobile Deposit,Fees,High,95.39741049,308.6372691,730757,10.96823244,2023-05-29,Credit,2021-07-18 00:00:00,0.88711518,7.676464127,6.767970356,0.734607577,2564.213028
3224,31,Other,South Ashley,Medium,"Programmer, systems",Bachelor,Widowed,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,83,6,TRUE,TRUE,0.816011188,4,0,250,188.3519242,47000,2021-02-22,2021-12-11,4.36219233,2.240716152,3.927726543,1,-88,2022-08-10,11,0.906994568,4.211212763,Neutral,Mobile Deposit,,High,42.04177543,396.3275703,897692,1.407947954,2021-11-19,Transfer,2021-02-22 00:00:00,0.962069565,1.545670491,17.05511721,0.412057688,26709.60594
3225,36,M,Rachelside,High,Merchant navy officer,High School,Divorced,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,56,2,TRUE,FALSE,0.42577833,17,4,194,938.8072318,181972,2022-02-28,2021-06-08,1.137057216,2.482697486,4.022602303,5,-83,2022-08-07,16,0.64735261,4.212211611,Negative,,Fees,Medium,20.24822381,923.3959915,116168,3.560736075,2023-05-31,Transfer,2022-02-28 00:00:00,0.717498849,7.751416513,7.54254776,0.353229653,90451.11506
3226,71,M,South Justinborough,Low,Manufacturing systems engineer,High School,Divorced,7,Online,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,98,5,FALSE,TRUE,0.669642511,14,5,291,603.3389671,175473,2021-12-16,2021-01-23,3.031501021,1.251839336,2.298283989,6,38,2022-06-20,16,0.687727188,4.814495403,Neutral,Mobile Deposit,App Issues,Low,4.985659394,690.1549327,391072,11.04316334,2022-06-10,Credit,2021-12-16 00:00:00,0.013008714,4.847819885,16.81518104,0.923115492,24353.60717
3227,37,F,North Ann,Medium,"Scientist, research (life sciences)",Master,Divorced,5,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,32,8,FALSE,FALSE,0.76342091,16,4,939,761.6381069,714579,2022-08-21,2022-07-14,2.838130229,4.10417488,4.75880744,10,85,2021-08-11,4,0.701713179,2.189654668,Negative,Budgeting Tools,Customer Service,High,53.98363959,539.7985146,488139,15.78998377,2022-09-26,Transfer,2022-08-21 00:00:00,0.060047198,0.366319828,1.930644507,0.78032301,7314.135109
3228,46,F,New Patriciachester,Medium,"Embryologist, clinical",PhD,Widowed,7,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,25,2,TRUE,FALSE,0.091901968,8,5,963,111.159283,106893,2021-06-17,2021-11-11,1.886789755,3.410613296,3.006965687,2,59,2021-09-02,16,0.585333048,3.293078652,Negative,International Transfers,Transaction Delays,Low,67.30313163,492.0182938,150381,0.790047542,2021-08-05,Credit,2021-06-17 00:00:00,0.906571216,4.691467988,8.191961612,0.322709438,6559.195743
3229,41,F,Stewartmouth,Medium,Careers adviser,High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,5,FALSE,TRUE,0.116364594,3,2,481,242.2449603,116402,2023-08-28,2023-06-22,1.973676299,3.326291747,4.513415692,3,-80,2023-03-20,13,0.522849268,3.148599593,Positive,Budgeting Tools,Customer Service,Medium,51.42593485,565.4633824,730398,10.35456144,2023-12-17,Debit,2023-08-28 00:00:00,0.382160263,2.580444997,13.64188496,0.11874245,49139.93101
3230,80,Other,East Brandon,High,Freight forwarder,High School,Divorced,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,23,7,TRUE,FALSE,0.705399501,13,1,435,200.0000214,87000,2021-08-25,2023-01-04,3.323655979,3.632357059,3.119213206,3,-60,2022-02-18,3,0.532537094,1.408607216,Positive,Investment Analytics,Fees,Low,64.7586233,240.7236318,824841,22.18606472,2023-10-02,Credit,2021-08-25 00:00:00,0.449416435,2.381805449,1.823342629,0.234008357,94167.44489
3231,74,Other,Jimenezview,Medium,"Psychologist, counselling",High School,Widowed,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,5,TRUE,FALSE,0.666914028,8,4,558,282.011087,157356,2022-09-24,2021-12-31,4.874804413,3.65499369,1.048346162,7,-41,2021-06-27,4,0.807807725,3.097362644,Positive,Mobile Deposit,Fees,Low,35.99909911,687.3670267,968726,3.05701388,2023-03-03,Debit,2022-09-24 00:00:00,0.85400182,3.385378283,3.166927357,0.228834819,89454.55305
3232,25,M,Wilsonmouth,Medium,"Psychologist, educational",PhD,Divorced,3,Referral,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,26,9,TRUE,FALSE,0.803857711,8,5,190,265.7314458,50350,2023-03-26,2022-03-20,4.171728014,2.409162845,1.398064267,8,14,2023-10-17,7,0.984195154,1.847766118,Neutral,Budgeting Tools,App Issues,High,7.770723779,127.8339747,87864,3.384617927,2023-05-16,Transfer,2023-03-26 00:00:00,0.719483709,5.731510892,7.425501247,0.534332973,53552.47689
3233,79,Other,New Mark,Premium,Agricultural consultant,Bachelor,Single,6,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,48,9,FALSE,TRUE,0.184578794,16,9,764,567.8944805,433188,2023-08-23,2021-03-12,3.000548682,2.09792723,1.420972055,2,-55,2022-02-16,5,0.542193874,1.973848492,Negative,Mobile Deposit,Customer Service,High,42.55617602,797.9288745,972088,9.449796528,2023-10-24,Debit,2023-08-23 00:00:00,0.656423966,5.91591759,0.499639481,0.276977499,22898.58543
3234,46,M,Youngtown,Medium,"Therapist, occupational",PhD,Widowed,1,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,72,8,FALSE,FALSE,0.936679955,11,5,446,708.6316071,315768,2023-09-29,2023-12-27,3.296339828,2.190064515,3.870648289,5,-45,2021-09-18,7,0.819733945,4.28437096,Positive,International Transfers,App Issues,High,52.1427888,254.1916412,264980,3.052460027,2023-10-30,Debit,2023-09-29 00:00:00,0.378327467,9.272478846,1.928178074,0.813454087,61519.02011
3235,34,Other,Andrewshire,Medium,Computer games developer,Master,Married,1,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,65,9,FALSE,FALSE,0.238355953,6,4,32,552.9536149,17664,2022-06-27,2022-03-19,3.296597803,4.245459973,4.4408959,7,-93,2023-11-28,4,0.560141224,2.193663996,Negative,,Transaction Delays,Medium,76.19386696,10.00225351,514858,11.45316461,2023-04-10,Credit,2022-06-27 00:00:00,0.955684381,9.112657958,11.99030614,0.521277686,92372.36838
3236,83,M,South Justinfurt,Medium,Accommodation manager,Master,Married,3,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,69,2,TRUE,FALSE,0.13509966,11,1,401,306.059963,122706,2021-07-06,2023-06-25,3.805991457,1.677983787,3.102838288,8,44,2021-03-15,13,0.788435185,4.117709296,Positive,Budgeting Tools,Transaction Delays,Low,92.28724995,746.1028615,493491,21.60071306,2022-07-25,Transfer,2021-07-06 00:00:00,0.864945446,5.729301599,1.773422418,0.416546992,85998.7686
3237,23,F,New Samanthaton,Premium,"Producer, television/film/video",PhD,Divorced,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,3,FALSE,TRUE,0.32433526,11,0,499,697.868265,347803,2023-03-05,2021-04-08,2.349273624,2.94705757,4.417074509,10,63,2023-08-19,19,0.72150824,1.252856126,Neutral,Budgeting Tools,Fees,Medium,72.60731394,832.046011,433191,29.49464119,2023-04-04,Credit,2023-03-05 00:00:00,0.493015713,1.041938285,0.729357053,0.380083792,97802.89045
3238,75,Other,Deannaland,Premium,Colour technologist,High School,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,4,TRUE,FALSE,0.808564008,5,9,947,556.3566196,526532,2022-01-14,2023-12-07,3.704283543,3.502630657,2.4873276,3,15,2023-09-08,0,0.517415338,3.165749021,Negative,International Transfers,Customer Service,Low,60.00758363,759.3631513,922294,1.358709584,2022-04-26,Credit,2022-01-14 00:00:00,0.595455232,1.039870526,12.69692149,0.012033985,21578.45433
3239,45,M,Davischester,Medium,"Chemist, analytical",High School,Widowed,7,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,15,5,FALSE,FALSE,0.028238914,15,5,668,642.1536087,428856,2023-01-30,2021-07-30,2.017370074,3.064986791,1.407590793,6,-15,2021-08-12,16,0.678521141,3.585409481,Negative,Mobile Deposit,Fees,Low,16.05178822,296.4468136,769972,17.34718089,2023-11-05,Transfer,2023-01-30 00:00:00,0.562632228,0.712984949,9.711989861,0.584042347,40661.15094
3240,79,Other,Joshuastad,Low,Local government officer,Bachelor,Divorced,4,Marketing,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,5,2,FALSE,TRUE,0.226830887,1,0,597,219.4595398,130743,2023-02-21,2023-03-11,4.21180829,3.213379328,2.035956521,9,-28,2021-08-17,2,0.892870385,4.150814753,Neutral,,,Medium,2.284551105,170.3030129,412099,6.761046293,2023-07-29,Debit,2023-02-21 00:00:00,0.470081685,4.978488106,4.407880455,0.715062099,26262.75083
3241,58,F,Millermouth,Premium,"Designer, television/film set",PhD,Single,2,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,86,4,TRUE,FALSE,0.955600878,9,0,768,960.038318,737280,2023-01-27,2022-09-24,4.761423735,4.356184349,1.472090437,4,-96,2022-04-14,4,0.597987159,4.058041381,Negative,,,High,29.27712262,27.13092726,532961,13.29101733,2023-04-18,Transfer,2023-01-27 00:00:00,0.114161857,4.684216241,13.16336656,0.893460075,86151.23893
3242,58,M,Salazarfurt,Medium,Equities trader,PhD,Single,2,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,4,FALSE,FALSE,0.017009749,3,5,819,334.4661333,273546,2022-01-18,2023-06-29,3.243818197,2.317596063,4.543028689,6,83,2021-03-19,19,0.759005618,2.039775302,Positive,Mobile Deposit,Transaction Delays,Medium,16.03406748,88.2055814,535065,29.81478141,2022-06-19,Transfer,2022-01-18 00:00:00,0.97469536,2.846685595,12.81327677,0.233534207,33978.50331
3243,66,Other,Heathermouth,Medium,Statistician,High School,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,16,5,TRUE,FALSE,0.278257719,4,0,19,375.9959714,7125,2023-07-02,2021-04-18,1.285842247,2.38342087,1.956562648,4,86,2023-03-06,7,0.627853708,3.582022376,Negative,Investment Analytics,Transaction Delays,High,17.29218843,389.6793428,821442,29.79670508,2023-07-02,Debit,2023-07-02 00:00:00,0.675409757,8.185811136,11.95300732,0.853872232,54554.19961
3244,66,Other,Allisonville,High,Accounting technician,Master,Married,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,8,6,TRUE,TRUE,0.32577217,4,1,353,545.1016107,192385,2021-04-02,2021-01-10,3.847277405,1.663437567,4.002674732,5,26,2022-01-13,7,0.962697086,1.722160588,Neutral,Budgeting Tools,App Issues,High,86.98620069,291.6456933,918998,18.20838735,2021-07-11,Transfer,2021-04-02 00:00:00,0.766791865,1.769827045,0.669581838,0.474923333,78658.44235
3245,20,F,Sharonville,Medium,"Education officer, community",Master,Married,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,1,TRUE,TRUE,0.923911447,6,0,185,59.19501052,10915,2022-06-24,2021-04-10,4.709844524,4.001226884,1.285339664,3,41,2021-06-21,17,0.963621558,1.63846712,Positive,Investment Analytics,Fees,Medium,90.69142026,922.8829311,662356,4.98130014,2023-02-19,Credit,2022-06-24 00:00:00,0.159026995,8.595731708,8.935896528,0.814896266,26057.74142
3246,27,F,East Brandontown,Low,Energy engineer,Bachelor,Single,4,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,6,FALSE,FALSE,0.85120855,1,6,512,199.2556715,101888,2023-06-20,2023-02-12,4.776925122,1.829183175,4.100192485,4,-56,2021-05-19,5,0.863280466,1.778855241,Negative,,Fees,High,95.46187234,235.651976,578840,15.01197345,2023-11-04,Credit,2023-06-20 00:00:00,0.034553347,0.057482983,4.976000019,0.248314838,83797.01755
3247,52,M,North Victoria,High,Plant breeder/geneticist,Bachelor,Married,7,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,12,9,TRUE,FALSE,0.460088694,18,3,843,814.5666445,686202,2023-08-11,2022-02-18,4.643101049,3.079062899,1.34026097,3,-50,2022-05-11,8,0.845289029,1.829434661,Negative,International Transfers,Fees,Medium,9.569846029,525.9946038,441768,25.0825351,2023-12-29,Debit,2023-08-11 00:00:00,0.715098198,6.524021413,4.9929191,0.339107399,40355.90856
3248,19,Other,Perezland,Medium,Dispensing optician,Master,Single,6,Branch,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,6,3,FALSE,FALSE,0.317556864,17,3,225,795.9360191,178875,2022-06-24,2022-05-27,3.25356377,4.416631391,4.790737094,4,85,2023-06-12,11,0.775969428,1.613941035,Positive,International Transfers,Transaction Delays,Low,11.31339622,958.6089844,177985,17.20499082,2022-12-14,Credit,2022-06-24 00:00:00,0.99857884,8.474386871,10.21020521,0.001528461,15299.18969
3249,41,Other,Lake Rachel,Medium,Child psychotherapist,PhD,Single,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,17,2,TRUE,TRUE,0.944427771,6,3,983,150.403178,147450,2022-04-09,2023-02-07,4.672357468,1.392594172,3.562499218,6,-30,2023-01-30,17,0.892451643,2.325909633,Negative,Budgeting Tools,App Issues,High,25.80832839,440.0003881,544046,21.52859343,2023-04-14,Credit,2022-04-09 00:00:00,0.71648828,8.418578508,8.587107071,0.213789876,59355.2931
3250,55,F,Lisaside,Medium,Translator,Bachelor,Single,5,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,44,8,TRUE,FALSE,0.188300571,13,4,647,593.7909536,383671,2022-07-05,2022-05-04,2.072109092,1.674085082,3.705366873,2,66,2023-06-17,19,0.991730329,3.849674664,Positive,Budgeting Tools,Fees,Low,95.94042473,901.4725899,757331,23.13490501,2023-03-03,Credit,2022-07-05 00:00:00,0.611399783,4.902157316,16.36568003,0.555138279,11712.09046
3251,39,F,Lake Mirandaview,Medium,Dramatherapist,High School,Married,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,23,2,TRUE,TRUE,0.476820845,14,8,392,75.59768389,29400,2021-05-07,2022-02-14,1.575431758,1.733958818,3.723893486,10,6,2021-10-20,9,0.98085131,4.140744574,Positive,Investment Analytics,Fees,High,19.87749852,780.5435736,341677,13.66273735,2021-10-31,Credit,2021-05-07 00:00:00,0.079177639,3.172055493,18.60275855,0.723017787,35643.54467
3252,43,M,North Brandonport,Medium,Broadcast journalist,PhD,Divorced,3,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,54,8,TRUE,TRUE,0.41843832,19,4,670,83.87566554,55610,2021-11-06,2021-07-07,2.9063914,1.537516056,2.098900843,1,84,2023-06-25,12,0.904366196,2.384977579,Negative,,App Issues,High,69.53060263,344.4341223,777270,20.10665824,2021-12-08,Debit,2021-11-06 00:00:00,0.311317704,4.330451905,1.683674114,0.118647385,63585.78732
3253,60,Other,West Markfurt,Medium,Manufacturing engineer,High School,Married,2,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,31,4,FALSE,FALSE,0.935204857,14,9,263,801.6066398,210663,2021-07-18,2021-02-02,1.123547453,4.779532699,2.771825136,8,7,2021-03-26,8,0.56808215,3.908920248,Positive,Budgeting Tools,,High,23.36798408,679.080549,633796,3.738967085,2023-09-15,Debit,2021-07-18 00:00:00,0.017861644,5.796281016,14.53788042,0.667201535,75146.42307
3254,72,Other,Hollyberg,High,"Scientist, water quality",Bachelor,Divorced,2,Referral,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,6,9,TRUE,FALSE,0.755810497,19,1,751,475.8250655,356725,2021-06-25,2023-05-14,1.309037369,3.959810217,4.621346753,3,-72,2023-10-29,1,0.930705644,4.083316593,Positive,Mobile Deposit,Transaction Delays,High,78.86587942,301.3462298,46437,11.47820861,2023-01-09,Debit,2021-06-25 00:00:00,0.402383055,9.927764556,12.57423709,0.592823592,6093.268995
3255,56,M,Wilsonmouth,High,Company secretary,Master,Married,1,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,19,4,TRUE,FALSE,0.46337657,13,7,570,927.2737087,528390,2022-12-06,2021-02-27,3.405497051,2.819880849,1.827592442,4,16,2022-01-23,4,0.796033926,2.548407485,Neutral,Mobile Deposit,Transaction Delays,High,67.03866591,315.4649182,47897,15.29739978,2023-12-19,Debit,2022-12-06 00:00:00,0.355331413,9.660252187,10.23625337,0.718639548,47142.77568
3256,46,M,Port Breanna,Medium,"Scientist, research (maths)",Bachelor,Widowed,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,97,1,FALSE,TRUE,0.607052896,2,7,752,483.3409989,363216,2023-04-28,2021-01-30,3.816076438,2.19056842,3.110631794,4,-88,2022-03-07,0,0.766675353,4.979313975,Neutral,Mobile Deposit,Transaction Delays,Low,56.10279093,692.4806398,697862,21.83046117,2023-06-17,Credit,2023-04-28 00:00:00,0.346136997,8.41040436,11.84765001,0.6182683,23524.59234
3257,37,F,Walshville,High,"Teacher, primary school",Master,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,8,TRUE,FALSE,0.907521701,2,8,598,808.8903758,483184,2022-04-11,2022-11-22,1.554797569,1.460761039,2.291715237,4,71,2022-10-14,0,0.772479307,3.21025389,Neutral,International Transfers,Fees,High,59.1734276,547.1474721,241485,13.91046303,2022-06-28,Credit,2022-04-11 00:00:00,0.053686993,7.246271028,15.75322428,0.907023094,16276.60511
3258,58,F,New Timothy,High,Records manager,PhD,Married,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,61,1,TRUE,TRUE,0.83122856,11,3,27,642.3775293,17334,2021-05-05,2022-01-29,2.365369609,1.094700869,4.054336382,8,67,2021-03-31,4,0.627127968,3.804337668,Negative,Mobile Deposit,Fees,Medium,98.1352516,17.12400021,244653,28.74377461,2023-10-24,Transfer,2021-05-05 00:00:00,0.658275586,0.162710358,2.686698129,0.954187879,63042.10568
3259,71,M,Braymouth,High,"Accountant, chartered management",Bachelor,Widowed,3,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,13,5,TRUE,FALSE,0.615453486,1,2,552,436.2934853,240672,2023-03-04,2021-05-10,4.231204344,3.599744689,2.824937996,4,70,2021-01-30,11,0.603380698,1.402253348,Positive,Investment Analytics,Fees,High,26.70128592,822.1821401,434243,8.534206978,2023-09-18,Debit,2023-03-04 00:00:00,0.917219545,3.418821845,6.533192528,0.304565613,5166.331619
3260,37,M,Perezview,Medium,Medical secretary,Bachelor,Widowed,2,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,31,7,FALSE,FALSE,0.915318484,3,9,234,559.3222882,130806,2023-12-07,2022-03-28,1.803800003,3.020263035,2.370992302,3,12,2021-11-09,8,0.724234448,3.2572103,Positive,Investment Analytics,,Low,54.76931267,110.86042,156179,5.347501506,2023-12-23,Debit,2023-12-07 00:00:00,0.287958169,1.534040151,2.304954957,0.734010501,58228.8283
3261,36,Other,Jenniferstad,High,Systems developer,Bachelor,Widowed,7,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,3,FALSE,FALSE,0.380286965,7,5,356,934.8865082,332504,2023-05-08,2021-07-17,4.562352412,3.369727579,3.371946059,6,-51,2022-12-01,17,0.816527434,3.931173972,Positive,International Transfers,Customer Service,Low,57.22475275,641.032711,7328,5.950357222,2023-06-08,Debit,2023-05-08 00:00:00,0.091423995,9.890434821,12.05145526,0.656086895,4949.596493
3262,83,M,Lake Deborah,Medium,Chief Marketing Officer,PhD,Widowed,7,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,99,6,FALSE,FALSE,0.733180451,8,0,109,85.09737279,9265,2023-08-31,2021-12-10,3.246297308,1.669894819,1.424150623,2,83,2022-05-29,3,0.825553671,3.126999437,Positive,Mobile Deposit,App Issues,Medium,15.19453249,639.2721044,864947,11.1250588,2023-12-01,Transfer,2023-08-31 00:00:00,0.876111311,5.353922987,7.305515916,0.577246894,97423.73183
3263,47,M,Lake Christian,Low,Politician's assistant,High School,Divorced,7,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,48,1,FALSE,FALSE,0.016115115,2,5,420,534.1762388,224280,2022-04-28,2021-12-09,3.373350871,3.354937334,3.239831237,10,-39,2021-12-26,9,0.761571469,4.393687885,Positive,Budgeting Tools,,Medium,19.74676467,267.8733276,568599,15.932281,2023-06-22,Debit,2022-04-28 00:00:00,0.897148358,3.975056446,17.03143657,0.206022973,38108.825
3264,70,Other,Browntown,Medium,Claims inspector/assessor,High School,Single,5,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,89,6,FALSE,TRUE,0.582973776,2,4,19,61.32754356,1159,2023-09-03,2021-04-01,1.600133405,1.817707357,4.133966684,9,-1,2022-12-19,5,0.910541326,1.295566695,Positive,Budgeting Tools,App Issues,High,64.07495095,15.70579464,799419,9.369829378,2023-10-01,Credit,2023-09-03 00:00:00,0.609234718,1.698797788,3.614017536,0.159843163,90483.40826
3265,51,M,South Lori,High,Clinical research associate,Master,Divorced,1,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,83,5,FALSE,FALSE,0.136978907,10,0,125,559.8859698,69875,2022-09-05,2023-05-02,1.24659154,1.164116914,4.851906968,5,82,2023-08-05,6,0.961237061,4.549033161,Negative,Budgeting Tools,,Medium,42.07608736,695.6375782,231917,26.02278845,2023-04-05,Credit,2022-09-05 00:00:00,0.360310383,8.204643884,18.97343922,0.505280111,25695.5925
3266,39,F,South Dan,Low,Retail manager,Bachelor,Single,6,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,92,2,TRUE,TRUE,0.524300776,5,5,91,610.860977,55510,2021-06-11,2023-11-16,2.450956468,4.488619485,4.380775586,7,0,2022-02-15,6,0.607525314,4.082392689,Negative,,Fees,Low,98.07224543,990.55774,496623,21.03912287,2023-10-20,Credit,2021-06-11 00:00:00,0.524317877,9.880671305,17.93577982,0.259784071,187.0140835
3267,84,F,Port Brittany,Low,Press sub,High School,Single,3,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,15,4,TRUE,FALSE,0.246511314,0,2,440,809.4209494,355960,2023-03-20,2021-08-09,1.379261645,4.309416054,3.465338687,1,57,2021-04-26,4,0.868735733,1.014207268,Positive,Investment Analytics,,Low,22.14869974,557.2729367,954059,7.958352137,2023-03-24,Transfer,2023-03-20 00:00:00,0.758029622,5.85656721,17.31683763,0.564331796,32556.33725
3268,23,Other,Kathleenport,High,"Engineer, mining",PhD,Married,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,94,7,FALSE,FALSE,0.380683042,8,7,582,800.1992063,465600,2021-03-13,2022-11-01,1.399125777,3.355345851,3.162513699,2,-73,2023-03-13,2,0.616263378,1.327820586,Positive,Investment Analytics,,Low,46.09607548,897.1552603,70871,22.91501394,2022-07-12,Debit,2021-03-13 00:00:00,0.255929328,2.123874649,2.240820728,0.374894335,89715.50985
3269,44,M,Rioshaven,High,Social worker,Bachelor,Married,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,6,FALSE,FALSE,0.792164595,11,2,336,19.99230606,6384,2023-10-26,2022-10-23,4.795642295,4.659286714,2.314713129,3,95,2023-02-18,14,0.922568864,1.422350792,Neutral,Mobile Deposit,Fees,Low,8.750165705,788.3184587,145804,17.2868738,2023-11-06,Credit,2023-10-26 00:00:00,0.763298895,4.45703351,14.25196991,0.203962664,48179.36472
3270,27,F,East Jefferystad,High,Meteorologist,Master,Married,2,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,29,6,TRUE,FALSE,0.058604812,12,2,536,80.47857806,42880,2023-11-25,2022-01-24,1.271993262,4.088963571,2.911614481,4,68,2021-11-10,8,0.753708074,2.639829164,Positive,Budgeting Tools,Customer Service,High,13.21387647,464.6360313,171418,20.56619285,2023-12-25,Debit,2023-11-25 00:00:00,0.301534815,9.842423181,6.387253592,0.166693843,54448.12357
3271,65,F,Hesterhaven,Medium,Learning mentor,High School,Married,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,7,9,FALSE,FALSE,0.537401445,13,6,766,687.6920009,526242,2021-10-29,2022-03-01,2.757637193,2.098024372,3.47394432,10,-89,2022-08-21,15,0.6860502,1.547714925,Negative,Mobile Deposit,Transaction Delays,Medium,52.97950198,547.59062,149665,28.27555293,2022-07-07,Credit,2021-10-29 00:00:00,0.40278322,7.968342077,5.58889848,0.146057397,85859.52586
3272,76,F,Port Ricardo,Low,Statistician,PhD,Married,3,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,89,2,FALSE,TRUE,0.144873587,7,0,152,191.0387369,29032,2021-09-04,2023-03-21,4.024169921,4.658764743,1.519208943,3,9,2023-11-02,17,0.882404595,1.162987835,Neutral,Mobile Deposit,,Low,50.45260997,683.5919474,428799,7.365442458,2023-09-29,Transfer,2021-09-04 00:00:00,0.263713602,4.914963657,17.12900041,0.029934297,46245.42475
3273,76,F,West Rodneyport,High,Statistician,PhD,Divorced,6,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,78,1,TRUE,FALSE,0.573241073,14,9,158,532.8508231,84056,2023-07-09,2023-05-27,2.138413036,2.552500673,3.893306119,2,-24,2021-05-11,18,0.536706493,4.295456332,Positive,Investment Analytics,Customer Service,High,76.71527982,765.7278516,247234,27.59129546,2023-10-14,Transfer,2023-07-09 00:00:00,0.231624435,6.5486443,18.0205389,0.95414748,70374.15819
3274,19,M,East Stevenville,Low,Ceramics designer,Master,Divorced,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,9,2,FALSE,FALSE,0.633593176,9,9,679,239.4009747,162281,2021-12-21,2021-09-05,2.991261484,4.93338063,1.980035889,6,-11,2022-04-07,11,0.784612756,1.859577199,Negative,Investment Analytics,,High,24.29000591,207.1025113,664203,21.10630509,2023-08-27,Credit,2021-12-21 00:00:00,0.884060827,2.780233415,8.747289967,0.939627624,21710.12674
3275,46,M,East Allenmouth,High,Theatre stage manager,High School,Widowed,5,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,35,3,TRUE,TRUE,0.182085938,18,7,685,836.2465301,572660,2021-12-09,2022-04-21,2.44009606,3.790642049,1.461397195,1,-63,2022-01-12,13,0.772931743,3.414505077,Neutral,Investment Analytics,App Issues,Medium,7.629963612,369.0823967,503090,6.266038709,2021-12-21,Credit,2021-12-09 00:00:00,0.37043262,4.754715062,3.79862332,0.018437066,27507.33341
3276,82,M,West Anthony,Medium,Intelligence analyst,Bachelor,Divorced,3,Referral,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,23,9,TRUE,TRUE,0.005966708,5,3,611,684.0967102,417924,2022-03-10,2022-03-14,3.853455217,1.833376381,1.391943654,8,-48,2022-02-03,12,0.933860978,3.356043129,Neutral,Investment Analytics,Fees,High,24.89603998,690.9244325,585495,27.26005807,2023-06-30,Credit,2022-03-10 00:00:00,0.233409766,6.029314327,5.866359178,0.516696086,94183.80658
3277,43,M,Bellville,Premium,"Teacher, adult education",PhD,Divorced,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,9,TRUE,FALSE,0.085453313,15,4,757,441.1830134,333837,2022-01-30,2021-08-05,3.439213486,2.58229147,2.278677784,1,-78,2022-11-19,3,0.659078733,4.213016011,Neutral,Budgeting Tools,Fees,Low,68.26422178,433.694226,360545,13.21258709,2023-07-06,Credit,2022-01-30 00:00:00,0.156191834,8.492019073,10.60578381,0.299494839,90624.43429
3278,27,F,West Ryanberg,Medium,"Psychologist, educational",Master,Married,7,Online,New,FALSE,FALSE,FALSE,FALSE,FALSE,0,0,5,FALSE,TRUE,0.689612879,9,4,242,232.395615,56144,2021-09-16,2023-01-01,2.235506062,3.661335043,2.281562555,10,-59,2023-06-18,16,0.652044377,3.164499277,Neutral,Mobile Deposit,Transaction Delays,Medium,69.60456725,554.1228452,937591,6.220763187,2023-05-15,Debit,2021-09-16 00:00:00,0.894034287,3.398191823,19.22450375,0.94013578,63396.00554
3279,70,Other,Shawhaven,Medium,"Psychotherapist, dance movement",PhD,Widowed,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,7,TRUE,FALSE,0.380098827,12,3,177,662.7715433,117174,2021-03-29,2022-10-25,3.526661912,4.153579524,3.289311233,2,11,2021-02-21,19,0.547062262,4.88900932,Positive,Mobile Deposit,,Medium,37.59042278,728.8855974,168537,8.007941578,2023-03-22,Credit,2021-03-29 00:00:00,0.852006002,7.789815266,16.83389947,0.94857357,91932.18162
3280,76,Other,Brianview,High,Diplomatic Services operational officer,PhD,Divorced,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,86,3,FALSE,TRUE,0.372894997,7,0,163,357.7705833,58191,2023-05-18,2021-12-22,1.012346573,3.305797491,2.832140591,3,17,2023-06-22,8,0.771627754,3.122565458,Neutral,Mobile Deposit,Fees,High,47.34547679,81.6220687,39394,21.84425864,2023-08-04,Credit,2023-05-18 00:00:00,0.78749803,4.574000156,14.58244194,0.153595536,47368.71339
3281,39,F,Coreyfurt,Medium,Chief Marketing Officer,High School,Divorced,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,2,FALSE,FALSE,0.691890445,3,2,148,593.2199547,87764,2021-06-10,2021-01-31,3.684065621,3.961423228,3.9997664,4,-34,2021-05-23,8,0.512009645,3.694471314,Positive,Investment Analytics,Transaction Delays,Medium,98.60843061,950.2266084,506263,28.29355711,2023-04-04,Debit,2021-06-10 00:00:00,0.214190061,3.381985618,3.237325727,0.849878747,67699.38001
3282,68,F,Leeborough,Medium,Museum/gallery curator,High School,Widowed,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,6,FALSE,FALSE,0.497132398,7,7,292,671.4224721,195932,2023-06-11,2023-04-04,4.126895512,2.92648952,1.076642328,5,-90,2022-05-19,1,0.968547426,4.625398033,Neutral,Budgeting Tools,Customer Service,High,88.41793728,770.77528,892981,7.145702933,2023-10-13,Transfer,2023-06-11 00:00:00,0.691305864,3.029943717,14.62904146,0.608993208,9224.707662
3283,65,Other,Thompsonview,High,"Surveyor, commercial/residential",Bachelor,Single,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,30,6,FALSE,FALSE,0.637085209,7,1,971,146.2904204,141766,2022-02-18,2022-10-10,1.027533168,2.140756714,1.363651542,4,-7,2023-12-19,11,0.618493247,3.880616184,Neutral,Budgeting Tools,Transaction Delays,Low,57.41796997,326.3188137,795638,27.50784889,2023-05-02,Transfer,2022-02-18 00:00:00,0.456883314,7.967016997,14.95138661,0.398025561,98445.12161
3284,38,Other,Stoneville,Medium,"Scientist, forensic",PhD,Married,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,5,FALSE,FALSE,0.919328866,10,7,370,58.76718935,21460,2021-10-30,2021-01-25,3.64266945,3.81903162,1.991791605,6,37,2022-08-13,17,0.722333677,3.917417278,Negative,Mobile Deposit,,Low,32.37893978,933.8647292,66579,1.921557595,2023-03-07,Transfer,2021-10-30 00:00:00,0.351729779,0.950104301,6.874958489,0.666120129,28789.37577
3285,39,F,Lake Johnville,Medium,Armed forces operational officer,Master,Divorced,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,1,FALSE,FALSE,0.506864128,0,3,659,498.3865233,328182,2022-06-13,2023-03-09,3.199025919,4.298614772,1.15580967,3,-24,2021-11-26,17,0.57743025,1.23192632,Neutral,Mobile Deposit,,Low,85.96914259,304.1504438,780180,3.742020149,2022-12-18,Credit,2022-06-13 00:00:00,0.891290642,6.939041289,13.66713635,0.980980127,6848.470086
3286,47,F,North Brian,Medium,Arts administrator,PhD,Divorced,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,34,2,FALSE,FALSE,0.638035157,10,8,680,166.7166866,112880,2022-10-17,2022-03-12,2.131510537,2.271137162,1.655778297,8,-27,2021-10-21,4,0.667978529,1.337331463,Neutral,International Transfers,,Low,60.16585732,991.7690254,916033,10.87872184,2022-11-09,Credit,2022-10-17 00:00:00,0.78252297,6.978972309,8.865599945,0.760338765,59426.70307
3287,42,M,New Josephland,Low,"Librarian, academic",Master,Widowed,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,7,TRUE,TRUE,0.639713375,4,7,109,98.7734128,10682,2021-05-18,2023-07-29,1.791885984,2.710202093,3.909290041,2,58,2022-10-13,14,0.956337845,2.098543358,Positive,Budgeting Tools,Fees,High,85.73529686,480.1414161,293643,17.63344464,2021-06-30,Credit,2021-05-18 00:00:00,0.723595404,1.188964792,14.07584575,0.326598661,74724.37036
3288,45,M,West Jeremyfurt,Low,Fast food restaurant manager,PhD,Divorced,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,2,TRUE,FALSE,0.534698504,14,7,345,98.15779227,33810,2021-06-28,2022-03-27,4.82976987,2.351266771,4.193194537,9,71,2021-04-27,10,0.990011088,3.251194108,Negative,Mobile Deposit,Fees,High,68.90146812,461.7208712,147436,17.21141504,2021-07-21,Credit,2021-06-28 00:00:00,0.046536955,1.187401919,9.768457074,0.838622793,98764.6656
3289,82,Other,Longbury,High,Quality manager,Master,Married,1,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,31,5,TRUE,TRUE,0.664433431,8,3,370,705.0793832,260850,2023-03-06,2021-05-16,2.92641772,1.582177881,3.370300284,7,64,2021-08-17,14,0.642524664,4.537802655,Negative,Investment Analytics,App Issues,Medium,34.84374517,579.2722111,969428,1.34391073,2023-09-03,Credit,2023-03-06 00:00:00,0.446248572,2.639895255,17.85011161,0.877093003,30500.72303
3290,62,F,Tylerburgh,High,Social researcher,PhD,Divorced,2,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,62,4,TRUE,FALSE,0.834345316,10,1,22,906.2141244,19932,2023-03-25,2022-07-25,2.831793861,4.066397358,3.283796481,8,52,2021-05-14,17,0.908427917,1.350425379,Negative,,Customer Service,Low,78.45046409,935.8425051,724719,1.086283564,2023-05-30,Transfer,2023-03-25 00:00:00,0.061377177,2.855077658,16.60870852,0.414673039,70043.67447
3291,24,Other,West Dana,Medium,Trade mark attorney,PhD,Single,7,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,21,1,FALSE,FALSE,0.807831141,10,7,193,932.5211597,179876,2022-10-30,2023-01-26,4.386427853,3.040453583,3.507504072,6,-80,2023-04-20,12,0.581132041,1.568247357,Negative,Budgeting Tools,Customer Service,Medium,45.5754261,983.3668744,522280,19.76754852,2022-12-10,Debit,2022-10-30 00:00:00,0.785659737,3.235638507,12.49917105,0.890290401,41873.34395
3292,66,M,Jessicaville,Medium,"Engineer, technical sales",Bachelor,Married,2,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,6,5,FALSE,TRUE,0.057269561,14,6,980,936.5538699,917280,2022-07-20,2021-03-31,2.530855582,1.648036788,4.204874643,5,42,2023-11-27,14,0.568844965,3.115235051,Negative,Mobile Deposit,App Issues,Medium,18.42666495,229.7094279,510238,13.38082034,2023-04-09,Debit,2022-07-20 00:00:00,0.116456954,8.028704241,15.14716357,0.109128072,34839.65356
3293,26,M,New Rebecca,Premium,Broadcast engineer,High School,Single,3,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,5,1,TRUE,TRUE,0.951787319,11,1,767,674.2854419,516958,2023-12-01,2021-05-18,4.222788386,2.385097189,4.371257609,5,18,2023-12-31,1,0.568581962,1.552332485,Negative,Investment Analytics,Customer Service,Low,68.41298904,237.5230157,778249,14.43548679,2023-12-23,Credit,2023-12-01 00:00:00,0.075034975,7.733613315,15.59495531,0.186471453,75830.67791
3294,53,Other,Stevensonbury,Premium,Sports development officer,High School,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,40,3,TRUE,TRUE,0.847200776,13,6,739,926.6072427,684314,2023-07-28,2022-03-24,3.270143267,3.96298341,2.356074823,7,38,2021-02-05,1,0.971222867,2.875129698,Neutral,,,High,59.44272534,408.2921533,380689,0.899643819,2023-08-22,Credit,2023-07-28 00:00:00,0.748980078,2.065264434,11.80655684,0.184197405,56530.6263
3295,18,M,West Erin,Medium,Mining engineer,Master,Married,7,Referral,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,79,9,FALSE,FALSE,0.970602456,5,0,151,140.5276483,21140,2021-01-26,2023-04-22,1.843157743,2.51399653,2.665590642,4,-26,2021-12-14,16,0.850039985,4.613445476,Negative,,Transaction Delays,Medium,57.15546739,830.3290078,608646,29.96199861,2021-05-09,Transfer,2021-01-26 00:00:00,0.891112886,4.249982147,12.17394038,0.352463415,62595.21045
3296,27,F,East Martin,High,Transport planner,PhD,Divorced,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,7,TRUE,FALSE,0.194079385,15,5,664,605.4943455,401720,2023-12-07,2022-09-10,2.403020454,1.287065059,4.234827282,1,-56,2022-10-21,3,0.789311362,3.987322711,Positive,Budgeting Tools,Transaction Delays,High,55.47080367,634.6845224,78463,17.668425,2023-12-22,Credit,2023-12-07 00:00:00,0.024070605,8.907721881,11.86998166,0.993654476,21201.46315
3297,53,Other,Thomastown,High,"Designer, fashion/clothing",PhD,Married,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,2,FALSE,TRUE,0.536408311,12,6,295,762.3979848,224790,2023-05-10,2023-10-21,1.092033192,1.421807733,1.842733247,6,-93,2023-01-29,8,0.595044563,3.986498588,Neutral,,App Issues,Low,44.37799103,149.5082982,570309,27.42490706,2023-12-29,Transfer,2023-05-10 00:00:00,0.420703366,4.23022166,1.115358111,0.543277637,47373.05982
3298,63,F,Pattersontown,Medium,Rural practice surveyor,High School,Married,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,39,5,FALSE,TRUE,0.439893569,4,1,87,943.6333539,82041,2021-08-19,2021-07-28,2.759718773,4.992442468,4.770809135,5,-3,2021-03-20,15,0.764940398,2.668625941,Neutral,Investment Analytics,Fees,High,93.04314637,528.2377405,893857,10.97659414,2021-08-28,Debit,2021-08-19 00:00:00,0.602207534,4.544804023,16.07366039,0.67427815,17087.26965
3299,49,F,West Nicole,Low,Television camera operator,Master,Married,6,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,68,4,TRUE,FALSE,0.376957462,17,1,38,335.077961,12730,2023-04-29,2021-12-18,4.746565499,2.711842243,4.352961232,7,4,2021-10-21,0,0.9970534,3.699009817,Negative,Mobile Deposit,App Issues,Medium,98.67711448,838.6407285,247702,16.82476316,2023-08-23,Debit,2023-04-29 00:00:00,0.44501223,4.316262711,18.86519781,0.306786498,88792.18607
3300,49,M,Lake Kathleen,Low,Quantity surveyor,Bachelor,Single,3,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,57,7,TRUE,FALSE,0.406515917,8,7,639,588.9271686,375732,2021-11-03,2022-05-31,3.527824228,3.544489277,2.763490612,1,53,2021-08-01,6,0.912920984,3.947411767,Negative,,Customer Service,High,81.56486271,34.71140732,223138,12.7625554,2022-02-27,Debit,2021-11-03 00:00:00,0.760265393,1.035034143,12.11271143,0.89776403,15632.18848
3301,23,F,New Michaelfort,High,Drilling engineer,Bachelor,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,2,4,TRUE,FALSE,0.903620675,11,1,175,409.5198137,71575,2021-10-31,2021-07-14,3.311674569,3.477288947,3.054866739,7,-80,2022-04-24,2,0.993315738,1.080788135,Negative,,,Medium,63.40889877,437.1906072,199480,3.590517786,2023-01-18,Debit,2021-10-31 00:00:00,0.005615941,2.916796021,17.08098082,0.956080956,82321.09757
3302,65,Other,South Morganfort,High,Sales executive,Bachelor,Married,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,9,TRUE,TRUE,0.698445921,8,9,391,542.8861369,211922,2021-07-25,2022-10-27,4.478644435,1.664413513,2.749831266,10,-49,2021-01-13,11,0.506077029,4.257444459,Negative,Mobile Deposit,Fees,Low,77.23656345,126.5031548,683471,13.05424975,2022-03-29,Credit,2021-07-25 00:00:00,0.631080793,1.38178742,0.165994723,0.736865259,35517.01012
3303,55,F,North Lorishire,High,Health and safety adviser,PhD,Divorced,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,42,3,FALSE,FALSE,0.324749892,16,1,103,508.5312748,52324,2021-08-05,2023-03-07,1.488798346,2.595985168,1.916185165,2,-51,2023-02-20,4,0.777906952,4.567916743,Positive,Budgeting Tools,App Issues,Low,82.61518869,477.3743259,672033,7.068374105,2022-05-07,Transfer,2021-08-05 00:00:00,0.475905132,9.705934497,10.65612311,0.888339688,69925.92213
3304,34,F,Maryhaven,Low,Learning disability nurse,Master,Married,6,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,73,6,TRUE,FALSE,0.378878319,13,4,428,851.1925132,364228,2021-07-26,2021-09-30,4.18564843,3.857690476,1.959916795,7,-77,2021-01-08,2,0.645686302,1.484998472,Negative,,,Low,24.37202232,45.42582451,642715,7.869292402,2023-02-20,Debit,2021-07-26 00:00:00,0.86655451,2.150123326,6.439569617,0.756492853,70751.54788
3305,44,F,Port Dwayne,High,Insurance risk surveyor,High School,Married,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,7,5,TRUE,FALSE,0.468521253,12,3,713,825.8261717,588225,2022-08-09,2022-11-12,3.790292305,2.698999599,2.21105928,10,11,2021-04-30,11,0.665647015,4.363685419,Positive,International Transfers,Fees,Medium,40.61553643,534.4930283,591984,22.59047095,2023-02-11,Credit,2022-08-09 00:00:00,0.080309672,8.389215509,0.410674576,0.926412672,59209.26945
3306,71,F,North Kevinmouth,High,Astronomer,PhD,Widowed,4,Branch,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,72,8,FALSE,TRUE,0.366930001,4,0,221,400.9629891,88400,2022-12-06,2021-12-26,3.117862459,3.357103532,2.633076234,2,-19,2023-03-05,9,0.528493071,2.432980985,Neutral,Investment Analytics,Fees,Medium,92.29810986,943.2437559,409168,10.24460605,2022-12-20,Transfer,2022-12-06 00:00:00,0.160843423,7.53498738,10.59233999,0.111997442,12935.64222
3307,67,F,Henrystad,High,Chief Operating Officer,PhD,Divorced,1,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,12,1,FALSE,FALSE,0.21007321,9,7,169,288.1994714,48672,2023-04-22,2022-10-14,2.540559122,2.483533321,4.575100346,3,-75,2021-09-03,13,0.836549345,2.272165442,Negative,Investment Analytics,App Issues,Low,28.0358029,351.8783503,622764,22.29182684,2023-11-11,Credit,2023-04-22 00:00:00,0.116196226,8.393481197,6.884277599,0.947607276,84216.34696
3308,52,M,Elizabethview,Low,"Scientist, audiological",Bachelor,Divorced,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,55,2,FALSE,TRUE,0.435347019,8,3,619,852.3709486,527388,2022-06-25,2023-09-15,1.141845105,2.060323292,2.434231475,7,-60,2022-04-05,17,0.926975861,3.420006103,Neutral,,Fees,Low,85.93042121,314.6708166,669452,29.49315043,2023-12-22,Transfer,2022-06-25 00:00:00,0.29829,1.027873171,15.4021898,0.331325794,34974.3376
3309,42,Other,Stephenstad,High,Corporate investment banker,Master,Single,4,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,18,7,FALSE,TRUE,0.079526337,12,8,426,955.1114616,406830,2023-02-24,2021-05-19,3.472082876,1.074927039,3.24995848,2,-50,2021-03-14,16,0.622474612,4.248734983,Negative,International Transfers,Fees,Low,57.71562299,821.2369622,648072,9.774345564,2023-12-31,Transfer,2023-02-24 00:00:00,0.6627764,5.464233413,19.35532808,0.178512464,43934.14194
3310,45,M,Jenniferhaven,Low,Dispensing optician,Master,Divorced,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,1,FALSE,FALSE,0.854420366,6,1,586,28.43143767,16408,2023-09-22,2022-11-18,3.277222098,2.69713252,1.354006815,4,43,2021-06-01,11,0.761332285,2.587228989,Negative,Budgeting Tools,Transaction Delays,Low,68.2631872,212.0976817,503060,7.073043718,2023-11-02,Credit,2023-09-22 00:00:00,0.143305451,9.935443379,9.130054401,0.924245129,54053.53844
3311,32,Other,Rodriguezhaven,High,Publishing rights manager,Bachelor,Divorced,6,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,42,5,FALSE,FALSE,0.824869913,13,1,463,505.9941737,233815,2023-08-27,2021-02-06,2.138900145,2.586119327,2.537312881,9,-60,2021-02-10,10,0.526059293,3.531809523,Positive,,Transaction Delays,Low,81.04942059,380.6081483,284591,22.57882906,2023-09-09,Credit,2023-08-27 00:00:00,0.356226897,9.379451774,18.50993196,0.325695517,2298.366595
3312,21,Other,East Tiffanybury,High,"Designer, textile",Bachelor,Divorced,5,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,23,8,TRUE,FALSE,0.891920868,3,5,560,773.8020553,432880,2021-03-18,2023-07-09,2.098224009,2.842037771,2.710890063,6,-49,2023-09-03,18,0.640306765,4.314709307,Negative,International Transfers,App Issues,Low,90.63314381,961.1135654,620027,17.24379833,2021-09-18,Debit,2021-03-18 00:00:00,0.553442897,2.125130683,1.363727365,0.121638139,78369.5071
3313,44,Other,West Tyler,Low,Accommodation manager,Bachelor,Married,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,5,FALSE,TRUE,0.445910545,7,1,378,986.1115037,372708,2021-12-19,2023-02-23,2.430472475,1.026107324,3.011335315,8,84,2023-03-02,17,0.611204492,4.135999979,Positive,Investment Analytics,App Issues,Low,63.55355098,659.0521116,170650,23.88259141,2022-07-28,Debit,2021-12-19 00:00:00,0.180821737,9.826576975,17.2510038,0.627882746,10954.58603
3314,43,Other,New Joyce,High,Audiological scientist,PhD,Single,4,Referral,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,96,5,TRUE,FALSE,0.651229255,4,1,584,535.2158901,312440,2022-07-19,2023-11-13,2.733570486,3.069447747,2.847354857,9,20,2022-08-02,16,0.987870301,2.104978487,Neutral,,Fees,Medium,62.66786971,681.9084518,390077,4.749400076,2023-10-31,Transfer,2022-07-19 00:00:00,0.852988723,9.379047684,3.362557863,0.682465023,82983.28715
3315,36,Other,Howardland,Low,"Editor, film/video",PhD,Divorced,3,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,86,9,TRUE,TRUE,0.809993534,12,5,489,721.8182616,352569,2023-04-06,2022-04-22,3.952401216,1.472469,3.643443159,9,0,2023-03-04,6,0.750407862,3.824053841,Neutral,,Transaction Delays,Medium,73.32099146,572.0662184,458842,19.65123662,2023-04-09,Transfer,2023-04-06 00:00:00,0.091602812,7.089992297,8.230108197,0.482540086,95803.61751
3316,34,F,South Danielle,High,Structural engineer,PhD,Divorced,6,Branch,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,13,5,FALSE,TRUE,0.314857065,19,5,406,934.0155739,379204,2021-10-22,2023-10-29,3.049277179,2.984902768,4.400208267,7,-50,2023-07-10,19,0.60820316,3.550243715,Neutral,,,High,18.69811528,85.44654727,517418,21.61921199,2023-04-16,Debit,2021-10-22 00:00:00,0.202024865,8.019458109,9.948525112,0.104477613,51074.70187
3317,60,M,Natalieside,Medium,"Engineer, production",High School,Divorced,1,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,82,1,FALSE,FALSE,0.633384647,18,7,191,381.4682968,72771,2023-04-03,2021-01-28,1.600968961,2.368300935,3.527591953,10,-42,2022-05-02,13,0.56612631,3.763304711,Positive,,App Issues,Low,63.14167927,688.3591334,537197,4.017366443,2023-10-10,Transfer,2023-04-03 00:00:00,0.905561005,8.381225375,19.67154073,0.833376995,68074.67334
3318,58,M,Archerhaven,High,Volunteer coordinator,High School,Married,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,3,FALSE,FALSE,0.438232229,19,9,980,885.9723639,867300,2021-03-21,2022-04-22,4.565632078,1.175090843,2.549441029,2,95,2023-10-02,11,0.888086343,2.69756691,Positive,Investment Analytics,Fees,High,77.0533928,808.609286,482823,4.615554755,2021-06-11,Debit,2021-03-21 00:00:00,0.663522122,5.524711022,18.23488778,0.542544196,71150.96341
3319,59,F,West Renee,Premium,Hospital pharmacist,Master,Married,3,Branch,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,86,5,FALSE,TRUE,0.373710656,14,0,441,273.4909419,120393,2023-03-22,2021-02-13,2.916867901,1.662373051,4.091057158,6,-61,2022-05-28,15,0.522633614,1.081401137,Positive,International Transfers,Transaction Delays,Medium,14.33350356,730.6187866,546159,28.20272365,2023-05-17,Credit,2023-03-22 00:00:00,0.659546666,7.428199225,7.71942097,0.641035601,16674.69542
3320,67,Other,Pamelafurt,Medium,Software engineer,Bachelor,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,8,TRUE,FALSE,0.8594735,6,0,850,728.203509,618800,2022-11-10,2021-09-12,4.589107831,2.032083483,3.737827036,8,43,2022-12-08,11,0.568743831,2.363706514,Positive,Investment Analytics,,Low,19.78759368,122.6835313,666292,5.699891441,2023-12-14,Debit,2022-11-10 00:00:00,0.820909826,2.841974595,10.50852351,0.003381613,28133.0385
3321,57,M,Landryview,Medium,Conference centre manager,Bachelor,Widowed,7,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,11,2,FALSE,TRUE,0.624078038,16,6,184,956.351794,175904,2022-05-02,2022-09-25,3.452015822,1.933388356,3.761886166,4,62,2023-07-21,0,0.52560502,3.950828268,Negative,,,Low,63.96450951,535.6768963,808989,20.60307343,2023-12-21,Credit,2022-05-02 00:00:00,0.563320628,9.68534374,16.61668464,0.676721611,91742.56552
3322,56,F,Jamesshire,Medium,Estate manager/land agent,PhD,Single,1,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,45,4,FALSE,FALSE,0.623395518,5,8,418,651.821127,272118,2021-04-11,2022-04-30,3.276675935,3.414105981,4.147321413,9,-75,2023-09-09,13,0.683424481,4.098470108,Positive,Investment Analytics,Transaction Delays,Low,34.71653835,150.5204473,943051,16.30810107,2023-05-22,Transfer,2021-04-11 00:00:00,0.839177576,3.804857883,12.92778959,0.420690011,18718.72991
3323,40,F,Maryville,Low,Control and instrumentation engineer,High School,Married,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,4,TRUE,FALSE,0.156863782,13,6,535,382.4450534,204370,2023-09-01,2023-05-28,2.336821731,1.176570815,1.443536604,8,-28,2021-11-10,13,0.971791298,4.479960059,Negative,Mobile Deposit,,Medium,62.33414364,732.5004563,99793,24.81946353,2023-09-11,Credit,2023-09-01 00:00:00,0.903342667,8.825124628,16.07832548,0.175849611,94025.33117
3324,69,M,Popeshire,Medium,"Designer, furniture",Bachelor,Divorced,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,99,3,FALSE,FALSE,0.346918204,13,3,28,87.16144629,2436,2022-07-05,2022-05-14,4.885013533,2.775179171,2.447030275,1,86,2023-07-20,13,0.617685741,1.923439914,Positive,,,High,47.01919273,974.1608665,564565,1.510880355,2023-04-02,Transfer,2022-07-05 00:00:00,0.983893557,0.174006864,14.67264272,0.101671908,73673.34591
3325,64,M,Keithtown,High,Barrister's clerk,Master,Divorced,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,6,FALSE,FALSE,0.841258258,9,8,169,208.6640334,35152,2023-02-02,2021-06-12,4.933117527,4.26570887,1.67282592,8,-22,2023-01-08,18,0.6875072,3.6055232,Positive,International Transfers,App Issues,Low,45.6312966,506.755675,475590,0.431790816,2023-12-28,Credit,2023-02-02 00:00:00,0.944867868,3.19102536,3.96793169,0.341964533,13277.25334
3326,80,Other,Hoberg,Premium,Forensic psychologist,Bachelor,Single,2,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,81,2,TRUE,FALSE,0.213492138,13,5,10,731.9626273,7310,2021-02-11,2021-05-03,2.451373503,2.141920404,4.090101591,9,-17,2022-04-04,0,0.866980526,1.804886909,Neutral,,,High,45.21911708,166.1743586,695658,22.50933227,2022-10-26,Transfer,2021-02-11 00:00:00,0.710437332,4.177255658,19.83987226,0.607109888,80435.73641
3327,60,Other,Beckerhaven,High,Chartered management accountant,PhD,Divorced,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,15,3,TRUE,FALSE,0.97046363,18,9,820,989.7798615,810980,2022-11-23,2021-10-09,4.158213885,3.41924796,3.2667346,1,30,2021-10-23,9,0.601936582,1.682040425,Neutral,Investment Analytics,,High,34.63829282,385.4863379,446505,26.35080055,2023-05-27,Transfer,2022-11-23 00:00:00,0.146240362,2.247879527,11.21898404,0.258729273,4402.422488
3328,65,M,Cindyburgh,Medium,Health physicist,PhD,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,2,FALSE,FALSE,0.831876217,19,0,107,851.2526759,91057,2022-09-13,2023-02-07,2.079743775,4.689466888,4.95803181,9,32,2022-08-11,16,0.643300104,3.802265847,Negative,,Transaction Delays,Low,42.3561024,486.3998115,567301,18.99698667,2023-01-23,Debit,2022-09-13 00:00:00,0.670992673,2.201558733,11.43669686,0.012759655,56572.09831
3329,51,Other,Tommyland,High,Health promotion specialist,High School,Single,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,13,8,TRUE,FALSE,0.267614561,10,5,312,793.5657088,247416,2022-09-29,2023-10-19,3.455187225,4.15411446,3.714549151,1,67,2021-12-24,12,0.693466232,1.6952448,Negative,,Fees,High,4.544164875,551.3274422,77637,11.50916221,2023-04-03,Transfer,2022-09-29 00:00:00,0.14300732,4.355321698,11.96832645,0.428772666,95641.6852
3330,57,F,Alexiston,High,"Radiographer, therapeutic",Master,Widowed,3,Branch,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,84,2,FALSE,TRUE,0.108218969,9,9,919,28.5425171,25732,2022-07-29,2022-08-31,3.683475628,4.325545183,1.305684583,10,82,2023-03-07,12,0.977161094,1.129083951,Neutral,,App Issues,High,32.33565308,462.211783,302948,13.25864257,2023-10-02,Credit,2022-07-29 00:00:00,0.277005696,1.216070397,0.982592239,0.213861735,42419.47734
3331,78,Other,West Margaret,Medium,Health promotion specialist,Master,Married,6,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,5,FALSE,FALSE,0.169555689,14,5,138,736.3544558,101568,2023-10-04,2022-02-18,4.937632192,2.751854454,2.152419394,7,-24,2022-06-11,3,0.772159927,3.425052288,Neutral,,,Medium,32.32053727,216.0992688,371964,23.31329247,2023-12-20,Transfer,2023-10-04 00:00:00,0.051351793,3.825429605,19.26013227,0.334599885,33587.97403
3332,67,Other,North Tracytown,Low,"Engineer, mining",Bachelor,Married,3,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,90,4,TRUE,TRUE,0.242202027,1,0,755,829.2860502,625895,2021-07-21,2021-11-07,2.152910221,1.334669912,4.701665023,2,75,2021-11-25,19,0.718886746,1.136923246,Positive,Mobile Deposit,Transaction Delays,Medium,58.11744704,502.4338422,855765,15.46554588,2022-11-16,Credit,2021-07-21 00:00:00,0.41416228,9.496791002,13.20693232,0.103681421,93436.43055
3333,84,F,Belltown,Medium,"Conservator, museum/gallery",Master,Divorced,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,24,1,TRUE,TRUE,0.237747269,18,7,449,331.7467521,148619,2022-04-12,2023-02-09,3.823741269,2.946864531,4.925429335,4,98,2023-01-24,3,0.700755552,3.146816025,Positive,Investment Analytics,Fees,High,64.09834466,993.8764797,461401,20.61116223,2022-09-04,Transfer,2022-04-12 00:00:00,0.752939818,7.163097819,4.075034617,0.085199702,1434.824289
3334,79,Other,West Devinport,High,"Scientist, water quality",Bachelor,Married,5,Online,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,14,7,TRUE,TRUE,0.016279312,11,4,504,999.7064247,503496,2021-10-03,2022-02-23,1.981916786,1.291556251,1.893636403,8,80,2021-02-12,8,0.694707042,4.219462252,Negative,,Customer Service,Medium,44.34906695,882.8864339,71416,28.45276363,2023-06-26,Transfer,2021-10-03 00:00:00,0.180334987,9.314932688,15.25147171,0.127259971,3763.033076
3335,75,F,North Jennifer,Medium,Clinical molecular geneticist,Bachelor,Married,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,73,6,TRUE,FALSE,0.715301619,17,3,29,45.50392673,1305,2022-09-08,2021-03-19,1.144474887,2.989153246,2.976155583,8,99,2023-06-04,5,0.954607543,1.176496438,Neutral,Investment Analytics,Transaction Delays,High,11.33906332,766.0657653,263934,8.234360337,2023-03-29,Debit,2022-09-08 00:00:00,0.193813813,9.839252769,1.184133768,0.576531726,98819.01888
3336,50,Other,Lake James,High,Brewing technologist,High School,Widowed,1,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,29,1,FALSE,FALSE,0.977066755,13,9,430,397.1691171,170710,2023-06-27,2022-05-03,2.140073254,2.988506665,2.480050374,10,54,2022-09-07,15,0.888759869,3.680098804,Negative,,Transaction Delays,Medium,86.59400935,848.6342624,561152,4.68625178,2023-09-23,Transfer,2023-06-27 00:00:00,0.649425743,8.456386801,5.113553298,0.130534043,7544.48106
3337,33,M,West Jefferyfort,Low,"Pharmacist, community",Master,Divorced,3,Referral,Premium,FALSE,TRUE,FALSE,FALSE,FALSE,1,43,9,FALSE,TRUE,0.286434233,1,0,41,220.5058154,9020,2022-10-20,2023-06-28,4.145661179,4.268631401,1.838654708,7,-28,2021-10-22,9,0.593815323,1.291247144,Positive,Mobile Deposit,Fees,Medium,81.53755756,378.9113799,721502,25.49262552,2023-04-11,Debit,2022-10-20 00:00:00,0.273221301,9.35670088,5.773769004,0.041506477,96668.83847
3338,65,Other,Johnfurt,Premium,Media buyer,PhD,Married,3,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,8,4,FALSE,FALSE,0.016278793,11,4,709,972.8149631,689148,2022-07-06,2022-11-05,4.747658671,3.185829754,2.472496579,4,-5,2021-03-29,16,0.659480114,3.490905177,Positive,Budgeting Tools,App Issues,Medium,57.75432298,243.9806811,718663,20.87221321,2023-08-08,Transfer,2022-07-06 00:00:00,0.429764998,8.089314718,0.567876647,0.639605557,19557.11179
3339,27,M,Rossville,Medium,Technical brewer,Bachelor,Divorced,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,91,1,TRUE,TRUE,0.918310107,0,0,812,675.3547746,548100,2023-05-04,2021-10-02,1.104517341,1.402746372,2.712789511,4,63,2023-07-31,6,0.923952545,4.48406931,Negative,Mobile Deposit,Fees,Medium,46.16169595,215.4041359,506334,14.49832142,2023-11-30,Transfer,2023-05-04 00:00:00,0.286798524,5.726965229,18.49670338,0.144716396,70968.3007
3340,55,M,Samanthaport,High,Town planner,Bachelor,Married,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,8,FALSE,FALSE,0.206199831,17,2,29,422.5550345,12238,2021-07-02,2022-07-24,1.448265255,2.827940386,3.667212692,6,-65,2023-04-21,7,0.875152675,2.717892308,Neutral,Budgeting Tools,App Issues,Medium,83.34840626,164.2355732,245935,17.06120607,2021-10-27,Credit,2021-07-02 00:00:00,0.418234212,2.825300732,10.93019759,0.055437013,47738.9335
3341,36,M,New Ryan,Low,"Engineer, building services",Bachelor,Widowed,2,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,10,1,TRUE,TRUE,0.007154119,11,9,628,972.8800207,610416,2022-01-20,2022-10-13,2.47929043,3.929148197,3.010449122,10,-62,2022-04-10,1,0.551842708,2.511796143,Negative,,,High,78.454271,406.6023003,564801,27.28845468,2023-09-26,Transfer,2022-01-20 00:00:00,0.326286772,6.027831328,6.43067616,0.808517413,18926.21574
3342,53,M,Lindaberg,Low,Administrator,Master,Divorced,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,65,2,TRUE,FALSE,0.224122463,11,0,50,70.88555706,3500,2023-06-24,2021-03-23,2.81005875,1.417418952,4.320149763,5,-44,2023-04-04,3,0.704000887,4.290029786,Positive,Investment Analytics,Fees,Low,61.21746167,825.1748206,94951,28.71430304,2023-08-10,Transfer,2023-06-24 00:00:00,0.93258943,5.358447309,9.448157443,0.377264855,91540.51162
3343,76,M,West Derek,High,Computer games developer,Master,Divorced,5,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,21,5,TRUE,TRUE,0.104015916,3,9,497,227.2849696,112819,2022-03-09,2023-12-03,4.712551899,2.960175075,4.769189513,9,63,2021-09-14,18,0.745351339,3.510246051,Positive,International Transfers,Customer Service,High,34.46478493,716.901244,526956,0.342586421,2023-06-16,Debit,2022-03-09 00:00:00,0.430112923,0.457221409,11.00433024,0.599164942,85539.19058
3344,80,F,West Kevin,Premium,"Administrator, Civil Service",Master,Widowed,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,86,1,TRUE,TRUE,0.72604684,16,2,20,428.3351507,8560,2023-04-14,2023-04-30,1.083370436,3.01935282,2.530690718,5,13,2022-12-24,15,0.928702537,2.800197398,Positive,Budgeting Tools,,High,61.79820157,908.0924493,128273,21.72937339,2023-11-19,Credit,2023-04-14 00:00:00,0.947749115,8.198262815,17.21730125,0.130938904,10119.86255
3345,63,F,Ashleymouth,Medium,Conference centre manager,Bachelor,Single,2,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,19,1,FALSE,TRUE,0.001641578,15,1,703,133.0414265,93499,2023-09-20,2022-08-14,4.396008648,4.724230471,3.004521264,6,-94,2022-03-03,1,0.926412636,3.516089423,Positive,Investment Analytics,Customer Service,Low,7.60281088,264.4262944,267639,29.24660683,2023-11-22,Credit,2023-09-20 00:00:00,0.438227666,6.885242312,17.60741041,0.389356305,20091.93128
3346,20,F,South Kimberly,Low,Animal technologist,PhD,Married,4,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,28,6,FALSE,FALSE,0.44135151,18,3,8,996.9729992,7968,2023-11-24,2021-02-18,3.057843348,4.10872679,3.908982581,8,2,2023-04-12,10,0.575506707,2.204848652,Positive,Mobile Deposit,Transaction Delays,High,19.40925674,866.7481418,292168,5.613360699,2023-11-29,Credit,2023-11-24 00:00:00,0.190297739,1.080517809,0.743229158,0.438119574,41954.66858
3347,82,M,Davishaven,Medium,"Engineer, maintenance (IT)",PhD,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,1,TRUE,TRUE,0.49195211,0,6,729,577.6757642,420633,2023-02-05,2022-04-15,1.858983541,1.977768753,4.304854492,10,48,2023-05-13,4,0.792824,4.648320797,Negative,,Fees,High,93.19039659,642.4816511,308114,5.37843176,2023-06-05,Transfer,2023-02-05 00:00:00,0.942691788,0.138897275,9.735081089,0.831490048,44353.06408
3348,25,Other,Bensonhaven,Low,Arts administrator,Master,Single,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,62,5,FALSE,TRUE,0.784202715,19,0,705,170.5202881,119850,2021-04-26,2022-11-10,1.784445923,4.231082379,1.882094842,4,-86,2023-05-06,19,0.971572848,1.025650622,Negative,Investment Analytics,,Low,92.27221239,506.0606528,388129,3.764827268,2022-07-19,Transfer,2021-04-26 00:00:00,0.315265892,0.898851974,16.54333657,0.586556028,15098.89254
3349,68,F,Taylorchester,Low,Health and safety inspector,PhD,Divorced,1,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,40,5,TRUE,FALSE,0.522364388,16,6,100,256.0095021,25600,2023-11-22,2022-12-03,1.199934266,2.714902492,3.631928357,10,-55,2023-08-02,13,0.53838666,2.073728905,Negative,Investment Analytics,Customer Service,Low,38.19160779,712.0337961,309134,12.73468703,2023-12-20,Credit,2023-11-22 00:00:00,0.438182582,9.724745294,9.998759463,0.999380662,17466.78839
3350,23,Other,Fisherchester,High,Database administrator,Bachelor,Divorced,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,2,FALSE,FALSE,0.124737536,1,5,300,402.2576382,120600,2021-11-22,2022-05-12,1.984645638,2.994650132,4.276553245,10,-13,2023-07-16,11,0.679273922,4.353278952,Neutral,Mobile Deposit,Transaction Delays,High,26.35921509,579.3029331,779956,23.40973756,2023-12-13,Credit,2021-11-22 00:00:00,0.23306151,9.406680971,15.32670341,0.205030916,76158.5827
3351,56,Other,Johnsonside,Premium,English as a foreign language teacher,Master,Widowed,2,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,92,3,FALSE,FALSE,0.426480208,10,3,784,729.1112389,571536,2021-05-15,2022-02-26,4.898327778,2.480397061,3.960661649,2,74,2023-06-29,19,0.668678727,1.795752932,Positive,,App Issues,Low,86.53456094,824.9074404,933659,16.23122051,2023-04-15,Credit,2021-05-15 00:00:00,0.715643916,3.026525367,0.086862659,0.033232823,46265.12189
3352,77,M,Port Robertberg,Low,"Conservator, museum/gallery",Master,Widowed,3,Online,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,82,3,FALSE,TRUE,0.934590916,6,8,69,311.0662028,21459,2022-09-30,2021-04-21,4.191878876,1.362966436,3.79158893,2,86,2023-03-07,5,0.58574394,1.939319369,Neutral,International Transfers,Transaction Delays,Low,83.24621393,196.5454639,444445,11.61167903,2023-11-19,Credit,2022-09-30 00:00:00,0.87312871,8.992967055,13.14070976,0.612898748,86862.35256
3353,45,M,Kristinshire,Medium,"Conservator, furniture",Bachelor,Widowed,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,3,TRUE,TRUE,0.236804309,0,6,434,304.9157485,131936,2023-11-04,2022-05-24,4.849583624,4.96020256,4.776725071,10,88,2023-08-08,14,0.989377118,3.246758429,Neutral,International Transfers,,Low,97.97138799,426.7481804,156614,17.20365047,2023-11-11,Transfer,2023-11-04 00:00:00,0.093568766,4.236548832,2.280531547,0.450809854,84901.3303
3354,71,M,Davidside,Medium,Print production planner,Master,Single,2,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,47,3,TRUE,FALSE,0.299468328,5,9,115,629.633633,72335,2023-04-07,2022-04-01,1.620929051,1.346081964,3.982589222,5,68,2023-01-15,9,0.853973979,3.704336147,Neutral,Mobile Deposit,,High,39.58343122,728.4127465,133787,10.52655801,2023-12-19,Debit,2023-04-07 00:00:00,0.262344081,7.584084785,17.80661144,0.876765815,91621.15018
3355,54,F,Brianfurt,Low,Research scientist (medical),Bachelor,Single,3,Online,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,26,4,FALSE,FALSE,0.873258814,19,9,381,55.35564206,20955,2021-10-05,2023-02-21,3.196624975,1.333868682,2.956599689,2,-47,2022-11-23,15,0.84201791,1.167311509,Positive,Mobile Deposit,Transaction Delays,High,77.67969971,737.5033708,43370,15.22720646,2023-03-01,Debit,2021-10-05 00:00:00,0.940052842,0.33275862,18.77885852,0.801206709,42274.35139
3356,26,M,South Elizabeth,Medium,Mechanical engineer,Master,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,93,1,FALSE,FALSE,0.785964774,5,4,653,714.8494312,466242,2023-12-10,2023-12-04,4.728453049,1.47855662,4.477498902,2,-78,2022-10-30,10,0.524493232,4.313128098,Negative,International Transfers,App Issues,Low,62.66786243,279.9618149,758610,14.13621491,2023-12-23,Credit,2023-12-10 00:00:00,0.504046466,0.271330353,17.15064654,0.801911908,66534.77066
3357,73,F,Aguirrehaven,Medium,Conference centre manager,PhD,Widowed,7,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,30,4,FALSE,TRUE,0.295516725,4,1,705,552.1931075,389160,2021-03-01,2022-10-21,3.640587222,2.107474286,2.747906309,4,-28,2023-03-28,15,0.692086396,3.273293637,Negative,Investment Analytics,Transaction Delays,Medium,10.75421959,446.5881773,443337,27.47857072,2021-12-15,Debit,2021-03-01 00:00:00,0.921441554,2.942163162,12.35460142,0.629666536,3695.536724
3358,76,F,Combsland,Low,"Civil engineer, contracting",Master,Divorced,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,91,4,TRUE,FALSE,0.708372957,10,0,840,439.6518691,368760,2021-12-22,2022-01-11,1.080107023,3.180292344,4.188277654,7,-89,2021-09-30,19,0.810908147,1.190793685,Negative,Budgeting Tools,Customer Service,Low,74.87919333,258.1031136,964504,16.0049049,2023-03-02,Transfer,2021-12-22 00:00:00,0.647680933,2.768582702,1.873803856,0.541345947,574.0057808
3359,19,F,West Mariaville,Medium,Financial planner,Master,Single,4,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,24,8,FALSE,TRUE,0.085115575,4,1,385,399.0495478,153615,2022-01-30,2023-06-25,1.278699736,4.09751596,3.498942834,1,35,2023-12-22,13,0.743228879,3.155972993,Negative,Investment Analytics,Customer Service,High,21.98905624,648.5550183,747911,19.77614922,2022-10-03,Credit,2022-01-30 00:00:00,0.866961158,3.322070984,18.12392677,0.261499458,17697.02272
3360,78,F,Brookeport,Low,Microbiologist,Master,Married,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,4,FALSE,FALSE,0.542994022,1,8,532,228.8652738,121296,2022-02-16,2021-01-13,2.687418207,4.055078645,3.4223181,5,49,2022-02-26,15,0.862450789,1.655272817,Negative,,,Medium,25.873043,976.0953397,875633,8.888410061,2023-10-07,Transfer,2022-02-16 00:00:00,0.686624256,3.147247458,14.0701572,0.146513332,40660.4484
3361,75,M,Vaughnton,Medium,"Engineer, biomedical",High School,Divorced,7,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,69,5,TRUE,TRUE,0.870975932,9,1,615,247.8950042,151905,2021-04-29,2021-05-13,2.537370675,3.007922188,3.954975493,3,-51,2022-05-19,1,0.913712971,1.563960079,Negative,,App Issues,High,90.91311484,497.0860873,197364,10.86821835,2022-04-26,Debit,2021-04-29 00:00:00,0.088782231,6.862887854,7.677564587,0.377203586,36919.08234
3362,77,F,Lake Brendahaven,Low,Architectural technologist,PhD,Single,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,4,FALSE,FALSE,0.842517331,13,4,883,504.850007,445032,2022-05-26,2023-10-04,4.558771617,4.382990577,3.797798128,3,-67,2022-03-21,9,0.880717127,3.244581047,Negative,,App Issues,Medium,39.49000959,542.4326501,626619,29.30380807,2023-07-10,Transfer,2022-05-26 00:00:00,0.724357241,9.182900178,10.82260022,0.338709481,47771.69316
3363,57,M,Lake Jamieberg,High,"Conservator, furniture",Bachelor,Widowed,6,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,55,5,FALSE,TRUE,0.202845341,19,7,665,206.2700202,136990,2021-03-09,2021-05-24,4.121030441,1.0843579,3.134982813,8,-17,2022-01-27,1,0.971866524,3.825448133,Neutral,International Transfers,Customer Service,Low,83.03773171,601.0370287,797737,18.27682818,2021-10-13,Credit,2021-03-09 00:00:00,0.39450326,0.020416466,15.93316381,0.279764572,64977.63309
3364,53,M,Taylorberg,High,Retail manager,High School,Married,5,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,FALSE,1,6,3,FALSE,TRUE,0.533165446,19,7,285,572.0154105,163020,2023-07-24,2022-01-30,1.52861061,1.160963603,4.541838884,4,6,2022-02-03,4,0.77679284,2.143956493,Negative,Investment Analytics,Customer Service,High,38.20678647,942.0277621,924629,8.996358516,2023-08-27,Credit,2023-07-24 00:00:00,0.084445776,2.699677714,6.580562608,0.981716071,91545.22087
3365,54,F,Courtneytown,High,Chief Financial Officer,PhD,Married,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,69,3,FALSE,TRUE,0.398461007,17,8,707,653.1976124,461671,2021-04-14,2021-04-17,1.357992645,3.583321564,3.886864747,6,-5,2023-01-15,7,0.926574325,4.636012543,Positive,Mobile Deposit,,High,21.49050157,897.8277379,783118,2.127016733,2023-05-13,Debit,2021-04-14 00:00:00,0.827842801,0.871718837,17.99213763,0.172627411,81355.05086
3366,35,M,Hansonborough,Medium,Pensions consultant,Master,Married,5,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,34,8,TRUE,FALSE,0.560855608,12,3,501,463.2679771,231963,2023-01-09,2021-10-17,4.467694879,2.859458137,3.322461993,10,40,2023-08-07,8,0.991690383,2.684608512,Neutral,Budgeting Tools,,Medium,20.45768875,580.287188,609238,18.21619856,2023-08-02,Credit,2023-01-09 00:00:00,0.961215001,6.703102969,16.02572131,0.015300711,94000.62713
3367,80,Other,North Aaronville,Medium,Legal executive,Master,Widowed,7,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,1,FALSE,TRUE,0.075072849,2,9,989,115.9029353,113735,2022-02-12,2022-02-23,2.799034152,3.018749957,3.815532046,1,-81,2023-04-17,16,0.755369748,2.463013385,Neutral,Mobile Deposit,Fees,Low,42.68840579,405.0115017,771836,2.495874289,2023-03-09,Transfer,2022-02-12 00:00:00,0.723463436,0.37996357,18.37163551,0.063660689,34123.72889
3368,39,M,East Jamesfort,Medium,Art gallery manager,Bachelor,Married,7,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,20,3,FALSE,FALSE,0.981355644,3,6,253,938.1991652,237314,2022-07-16,2021-09-15,1.677211015,1.872410255,2.375409021,2,35,2023-02-07,18,0.507287382,3.304705061,Positive,,Fees,Medium,38.3421818,642.901361,658105,4.852069891,2023-10-10,Debit,2022-07-16 00:00:00,0.09196657,1.906838596,3.065704211,0.731622534,99026.01767
3369,28,M,Port Williamfurt,Low,Optometrist,Bachelor,Single,1,Branch,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,46,2,TRUE,TRUE,0.563514439,18,8,274,834.9159904,228516,2023-01-25,2021-07-07,4.594358627,4.34896448,4.998019033,8,-31,2022-09-21,15,0.66324486,4.137802171,Negative,Mobile Deposit,App Issues,Low,27.56267144,195.8039858,874043,6.48174567,2023-10-30,Debit,2023-01-25 00:00:00,0.336285635,4.155877259,6.074660636,0.313163237,782.5435953
3370,75,F,North Kevinfort,High,Forensic scientist,PhD,Divorced,3,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,59,6,TRUE,TRUE,0.119289652,17,6,373,954.0020796,355842,2023-08-09,2021-12-22,3.881478622,3.012692208,2.877223201,6,-2,2022-03-14,9,0.768810274,1.319486462,Neutral,,Fees,High,36.8511633,766.799041,167060,19.23036267,2023-10-04,Debit,2023-08-09 00:00:00,0.365576877,0.316296254,15.27681738,0.766093369,18847.99794
3371,74,F,Port Jimmy,Medium,Occupational hygienist,PhD,Married,2,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,8,FALSE,TRUE,0.642268422,11,0,466,374.5423295,174284,2023-11-01,2022-02-23,1.655725097,1.843278405,2.899689652,8,52,2023-03-16,1,0.840228949,4.392788166,Positive,Budgeting Tools,,High,15.06302248,207.6982241,570876,12.09680701,2023-12-31,Debit,2023-11-01 00:00:00,0.877090592,6.863646316,2.752054297,0.969860355,34868.08606
3372,21,M,Lorrainemouth,Medium,"Engineer, chemical",Bachelor,Married,3,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,6,TRUE,FALSE,0.00771349,17,5,856,41.86455387,35096,2023-03-24,2022-04-29,3.425100112,1.553584692,2.563483546,7,41,2021-10-17,9,0.796064609,2.997766029,Negative,International Transfers,Transaction Delays,Medium,2.477060098,626.603807,27781,21.9270548,2023-04-05,Credit,2023-03-24 00:00:00,0.595793992,7.765299087,17.98555575,0.284619693,62320.22819
3373,24,F,South Dustintown,Medium,"Accountant, chartered",PhD,Single,2,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,4,TRUE,TRUE,0.006467072,13,1,441,441.9810855,194481,2021-09-11,2023-11-06,2.877137843,4.981410658,2.28602276,6,3,2023-08-22,7,0.823961297,3.085341526,Negative,Mobile Deposit,App Issues,Low,59.04269587,251.8870049,22794,6.628513413,2022-09-27,Transfer,2021-09-11 00:00:00,0.195036892,9.347496855,7.367522761,0.229521097,18121.22546
3374,78,Other,East Lori,Medium,Barista,Bachelor,Widowed,6,Branch,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,70,3,TRUE,TRUE,0.179146569,3,6,949,470.4154895,446030,2021-03-04,2021-06-10,2.02501938,3.909681729,4.853367001,3,86,2021-08-11,10,0.861303078,4.325223228,Negative,Investment Analytics,,High,98.78367209,963.5517952,999103,26.52713172,2023-03-18,Transfer,2021-03-04 00:00:00,0.053050957,7.293692411,8.794384638,0.402910461,55979.53666
3375,71,Other,East William,Premium,Local government officer,Master,Married,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,4,FALSE,FALSE,0.270928824,9,8,582,709.4597676,412638,2022-05-11,2023-05-23,3.364286646,3.130618502,4.879318912,5,-50,2023-07-16,0,0.748292943,3.232104042,Neutral,Budgeting Tools,Customer Service,Medium,27.54169565,634.0741412,209595,6.371578989,2023-09-29,Credit,2022-05-11 00:00:00,0.460441303,7.846832804,18.56307972,0.064948703,94515.3867
3376,18,F,South Timothy,Medium,"Therapist, nutritional",Bachelor,Single,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,8,TRUE,FALSE,0.263160449,8,6,92,737.3575435,67804,2023-02-02,2023-08-15,2.760814733,3.265947999,4.791732747,7,80,2022-09-08,8,0.914022584,2.786166283,Neutral,Budgeting Tools,,High,28.12041769,918.5321089,517842,0.995918155,2023-05-19,Debit,2023-02-02 00:00:00,0.564000952,9.90935454,14.12938199,0.729673321,47213.74843
3377,72,M,Elizabethshire,High,Exercise physiologist,High School,Single,6,Referral,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,25,9,TRUE,TRUE,0.443171665,19,7,574,430.5170145,246820,2023-09-29,2022-09-30,3.246606608,1.441104465,2.291108932,4,43,2023-04-25,7,0.832847711,4.311019613,Neutral,,Fees,Medium,97.95773244,863.6270722,554217,13.54763713,2023-11-26,Credit,2023-09-29 00:00:00,0.746972991,4.205011566,11.07296529,0.217750852,44595.31606
3378,20,Other,Richardsonview,Medium,Printmaker,Bachelor,Widowed,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,5,8,TRUE,TRUE,0.513194682,15,1,564,977.4407247,551028,2023-07-03,2021-12-03,2.1721298,3.886050856,3.476710698,6,17,2021-04-15,11,0.887927266,4.859868168,Negative,Budgeting Tools,Transaction Delays,Low,71.18287158,698.6589208,861788,3.717321409,2023-07-28,Transfer,2023-07-03 00:00:00,0.765800553,6.410678048,1.979337888,0.662399223,29383.22264
3379,55,Other,Cruzville,Premium,"Programmer, multimedia",Bachelor,Widowed,1,Online,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,9,9,FALSE,TRUE,0.422151768,10,9,590,121.1371232,71390,2021-12-30,2022-02-09,3.900852191,4.676994768,1.737814773,1,1,2022-02-13,15,0.830502567,4.001632076,Negative,Mobile Deposit,App Issues,Medium,95.27318067,601.1578925,629768,12.77216348,2022-07-18,Transfer,2021-12-30 00:00:00,0.114060687,8.292690361,4.797652339,0.433180832,95305.24756
3380,18,M,Butlerchester,Medium,Psychiatric nurse,High School,Divorced,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,80,8,TRUE,TRUE,0.373888708,19,4,154,903.4156001,139062,2023-08-30,2022-05-17,2.706531669,4.588797386,3.886268503,2,1,2022-03-21,10,0.554013208,4.659865418,Positive,Investment Analytics,Customer Service,Low,17.57373856,915.3809145,471113,29.10015421,2023-11-07,Credit,2023-08-30 00:00:00,0.850307619,6.65035184,9.567383242,0.477721728,81455.10667
3381,55,F,North Justin,High,Market researcher,High School,Married,6,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,77,5,FALSE,TRUE,0.670139874,0,9,711,772.2098934,548892,2022-12-18,2023-05-19,4.252488276,4.151536845,2.089422635,8,-34,2022-11-23,0,0.577516432,4.109787131,Negative,Investment Analytics,Customer Service,High,8.900738557,521.3182947,786703,24.02687011,2023-09-12,Debit,2022-12-18 00:00:00,0.196342003,5.027434348,11.38438057,0.892053825,95904.29649
3382,46,Other,New Pedroshire,Low,Occupational therapist,High School,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,5,FALSE,FALSE,0.248337027,9,0,762,537.8461134,409194,2022-12-07,2021-12-28,3.432360595,3.610856971,3.744839426,6,-63,2021-11-17,5,0.584905591,4.160764364,Negative,Investment Analytics,,High,21.28758088,809.4897866,976136,13.83216567,2023-08-08,Transfer,2022-12-07 00:00:00,0.520675842,1.952992546,17.00389899,0.332848052,69012.98364
3383,22,M,Austinmouth,High,Television/film/video producer,High School,Single,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,58,1,TRUE,TRUE,0.627806526,9,2,267,764.9431878,203988,2021-12-01,2022-05-25,1.973807605,2.068854286,3.866234465,10,72,2023-02-27,13,0.524406746,1.885460966,Positive,Budgeting Tools,,Low,69.64051999,151.9864195,725996,21.8593396,2022-09-20,Credit,2021-12-01 00:00:00,0.037612583,4.068145083,14.68164609,0.064778138,23886.36379
3384,38,M,West Sydneymouth,Medium,Chief Operating Officer,Bachelor,Married,2,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,79,8,FALSE,FALSE,0.95666754,8,0,533,756.6269118,402948,2022-06-14,2022-09-13,2.36323645,2.3788315,4.986514674,6,43,2023-11-26,1,0.609364657,4.712428496,Negative,Mobile Deposit,Transaction Delays,High,91.77490862,514.3282556,620986,12.76539361,2022-07-31,Transfer,2022-06-14 00:00:00,0.092475327,1.074315864,16.35556047,0.482272306,80423.58533
3385,84,Other,Hillburgh,Medium,Tree surgeon,PhD,Single,3,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,68,2,FALSE,TRUE,0.471773194,0,1,197,175.0566164,34475,2021-07-05,2022-08-08,2.146525077,4.327198381,4.144115293,8,-6,2023-06-04,18,0.780017071,1.456666526,Negative,International Transfers,Customer Service,High,3.341804179,466.7003598,40524,0.031818896,2021-12-21,Debit,2021-07-05 00:00:00,0.623840635,6.041837903,2.421339733,0.780708187,89741.73641
3386,64,F,Vincenthaven,High,Soil scientist,High School,Single,4,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,47,6,FALSE,FALSE,0.51119762,1,3,159,537.1456278,85383,2022-08-07,2023-07-08,2.437213953,3.866843763,3.309570922,8,7,2022-01-05,15,0.529941555,3.125544029,Negative,Investment Analytics,Transaction Delays,Medium,54.49698804,402.0321881,313874,24.0212366,2022-12-28,Debit,2022-08-07 00:00:00,0.629884668,9.101853236,16.94657545,0.612091749,35079.52953
3387,52,Other,West Rachel,Premium,Environmental manager,Master,Single,6,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,22,6,FALSE,TRUE,0.728278719,14,5,557,476.2207641,265132,2021-02-26,2022-02-17,1.68599183,4.961568872,2.962537189,1,52,2023-06-27,1,0.641770695,1.051439652,Positive,Budgeting Tools,,Low,4.804141098,217.2102621,225838,22.87831703,2022-05-17,Credit,2021-02-26 00:00:00,0.490897605,7.231756592,4.959742784,0.528533202,7079.352451
3388,18,M,Palmerburgh,Medium,Consulting civil engineer,Bachelor,Widowed,3,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,90,4,TRUE,FALSE,0.50739579,7,0,109,499.2060042,54391,2023-03-03,2022-07-11,2.902409411,1.340667823,1.225761986,9,-23,2021-02-18,0,0.811563547,2.459161459,Negative,Investment Analytics,,High,94.32354948,168.7604633,595855,27.52688648,2023-07-28,Debit,2023-03-03 00:00:00,0.612278753,7.142438977,15.54137583,0.929363338,60861.88639
3389,29,Other,West Diana,High,Building services engineer,PhD,Widowed,3,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,4,9,FALSE,FALSE,0.143907506,14,8,192,176.5964714,33792,2021-04-12,2023-09-13,1.196431058,2.391330961,4.780542719,4,-49,2022-02-27,17,0.599952378,3.74542584,Neutral,,Customer Service,High,34.12261638,888.7737592,693318,3.454957124,2023-02-24,Transfer,2021-04-12 00:00:00,0.742524522,8.560077604,10.91475133,0.68506956,5499.620413
3390,77,F,Stephenberg,Low,Advice worker,Master,Married,4,Branch,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,55,3,FALSE,FALSE,0.610703343,16,0,795,391.1368259,310845,2021-11-30,2021-06-13,2.391815429,4.51865369,1.732419492,2,6,2023-03-02,11,0.59878638,1.140656445,Positive,International Transfers,Transaction Delays,Medium,79.63161329,536.0216263,952886,24.3868877,2022-12-24,Credit,2021-11-30 00:00:00,0.725187865,8.776459886,14.86259299,0.337682201,40276.51107
3391,44,M,Kristenport,High,"Designer, television/film set",Bachelor,Single,3,Online,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,37,8,TRUE,FALSE,0.508773464,9,7,737,523.6057422,385451,2022-03-15,2023-01-07,2.707636663,1.103685396,1.164363599,3,-55,2021-12-19,8,0.913528535,1.287932972,Neutral,Mobile Deposit,App Issues,Low,21.07213935,984.140075,731519,24.28917667,2022-05-24,Transfer,2022-03-15 00:00:00,0.728837511,6.74024791,16.52906759,0.828618162,57661.5964
3392,73,F,Jonesfort,High,"Therapist, sports",Bachelor,Single,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,2,FALSE,FALSE,0.951476552,4,0,674,687.4101346,463038,2022-03-30,2023-03-27,4.056087488,2.343856203,2.398569552,7,21,2022-07-14,1,0.774624679,3.134987106,Negative,Mobile Deposit,Transaction Delays,Medium,40.76597947,87.74737167,284814,10.90608942,2023-02-02,Debit,2022-03-30 00:00:00,0.249695148,0.564736385,13.95101776,0.393787017,50870.60635
3393,40,Other,Estesburgh,Medium,Chartered public finance accountant,Master,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,75,5,TRUE,FALSE,0.093003442,4,0,562,428.9321219,240536,2022-04-07,2023-02-13,4.449725101,4.896878343,1.918937105,9,-93,2021-11-16,4,0.656795687,1.235365267,Positive,,App Issues,Medium,69.56175986,802.3223407,856462,12.07016027,2023-02-05,Transfer,2022-04-07 00:00:00,0.722041838,1.865434433,19.93640635,0.775727021,37709.47805
3394,42,Other,Davidmouth,High,Pathologist,High School,Divorced,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,84,6,TRUE,TRUE,0.536468341,10,7,612,650.4235315,397800,2022-02-28,2021-12-10,4.091727019,3.186632,2.939629002,7,100,2023-04-04,17,0.774398827,2.223719507,Neutral,,Fees,High,71.20126254,98.62935711,230966,12.61085753,2023-04-04,Transfer,2022-02-28 00:00:00,0.757178831,6.863705319,18.75341693,0.187151108,60634.39627
3395,38,F,Breannafurt,High,"Buyer, retail",High School,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,6,2,TRUE,TRUE,0.616930932,9,1,238,621.3679833,147798,2022-07-06,2023-08-23,1.32775702,2.233046933,4.696860955,1,83,2022-02-10,19,0.714055291,4.044650233,Positive,International Transfers,,Low,88.40051125,73.48427135,853151,10.63380944,2023-07-31,Transfer,2022-07-06 00:00:00,0.471120156,5.930909553,6.560104919,0.410378874,9451.951529
3396,78,Other,North Anthonyburgh,Medium,"Psychotherapist, child",Master,Widowed,4,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,16,7,TRUE,TRUE,0.619894245,2,0,383,814.840952,311762,2023-04-19,2023-06-23,3.647530114,4.720537148,4.824982673,6,-88,2021-11-05,3,0.975457972,2.278873706,Positive,Budgeting Tools,App Issues,High,74.83242457,316.3761429,982593,17.4469271,2023-07-18,Transfer,2023-04-19 00:00:00,0.448210772,7.100587289,12.36348193,0.051493909,63406.27291
3397,80,F,North Elizabeth,High,Hydrogeologist,PhD,Divorced,4,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,8,5,TRUE,FALSE,0.059700722,8,6,709,420.7267096,297780,2023-11-18,2023-05-16,4.409332043,2.388209518,2.144045784,6,-23,2023-04-23,4,0.60068517,2.584097896,Neutral,Mobile Deposit,Fees,Low,35.51233808,916.2275785,547,15.43581548,2023-12-19,Transfer,2023-11-18 00:00:00,0.013329842,6.713522096,17.36447088,0.256895068,50890.38199
3398,69,Other,Villafort,Low,Multimedia specialist,High School,Divorced,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,4,FALSE,TRUE,0.327830719,4,0,410,873.9416142,357930,2021-02-11,2023-11-01,3.115612358,1.533910622,4.637983118,5,90,2022-10-11,16,0.83215919,4.077503076,Negative,,Fees,High,40.35561453,943.5462401,419883,17.27708083,2023-06-29,Transfer,2021-02-11 00:00:00,0.880291925,7.154489491,4.8289218,0.663176332,6559.957742
3399,42,F,Kathleenbury,High,Translator,Bachelor,Divorced,5,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,74,4,FALSE,TRUE,0.262542986,0,3,48,36.0194539,1728,2021-01-19,2023-06-07,4.74197908,3.316828776,4.604251321,1,-86,2023-08-18,4,0.956535731,1.593943748,Positive,,,High,63.44011164,262.8609893,529091,18.0155947,2022-03-14,Credit,2021-01-19 00:00:00,0.54466476,3.466346608,11.3082895,0.39708583,75703.14873
3400,72,F,East Jessicafurt,High,Architect,Bachelor,Divorced,4,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,88,2,TRUE,TRUE,0.679986962,4,9,436,901.7698934,392836,2023-08-29,2021-11-16,4.534547226,3.857298696,2.7546408,5,-48,2022-05-19,17,0.860800189,4.347215133,Positive,Investment Analytics,App Issues,Low,50.24713595,562.3220027,273832,20.81304461,2023-11-30,Credit,2023-08-29 00:00:00,0.538191865,9.689968144,12.74556421,0.297051108,84318.46978
3401,63,M,Nielsenton,Low,"Designer, interior/spatial",PhD,Divorced,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,45,9,FALSE,TRUE,0.73541218,10,9,895,951.7782517,851145,2021-09-28,2023-09-15,4.512455079,1.317331746,3.168873704,5,-46,2021-09-25,7,0.693657372,1.039590583,Negative,International Transfers,Fees,Low,22.87514744,111.3795166,281768,8.847551742,2022-05-09,Debit,2021-09-28 00:00:00,0.783912696,7.438269375,0.691160387,0.623159643,79323.95613
3402,49,M,Dannyland,High,Television floor manager,Bachelor,Divorced,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,36,1,TRUE,FALSE,0.209269395,0,8,995,418.3684647,415910,2021-12-21,2021-02-10,4.856207432,3.48836639,1.196359679,8,-96,2023-09-24,9,0.873189978,1.94710004,Positive,Investment Analytics,Fees,Medium,47.53193641,896.7225232,324741,5.694448386,2021-12-21,Transfer,2021-12-21 00:00:00,0.513378559,6.33951867,15.19636734,0.060499879,23084.72895
3403,72,F,Hinestown,Medium,Set designer,High School,Married,3,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,6,1,FALSE,TRUE,0.826080396,15,9,340,949.8328805,322660,2021-01-18,2023-02-21,4.061464295,2.487372759,1.083160352,5,-62,2022-10-10,14,0.616161985,2.622032271,Positive,Budgeting Tools,Customer Service,Medium,51.85560072,103.6821608,973216,15.87993274,2022-09-17,Transfer,2021-01-18 00:00:00,0.436700996,0.140826623,19.33051493,0.527119102,33306.80211
3404,22,Other,West Daniel,Medium,Engineering geologist,PhD,Married,3,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,16,4,FALSE,TRUE,0.485033858,7,2,78,865.8226036,67470,2022-04-04,2023-05-26,3.74361416,1.498406477,1.616451337,5,-88,2023-12-23,14,0.858493414,1.858406386,Neutral,International Transfers,Transaction Delays,Medium,55.45890156,167.1945557,961917,12.94785638,2022-07-26,Debit,2022-04-04 00:00:00,0.03029432,6.012874855,4.004976659,0.70209491,60527.99887
3405,53,Other,Grayshire,Medium,Communications engineer,High School,Divorced,1,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,40,3,TRUE,FALSE,0.262960828,15,5,133,66.47057465,8778,2022-06-01,2021-06-20,4.011100321,3.542986033,3.092821411,9,-34,2021-03-14,10,0.893250544,4.333842393,Positive,International Transfers,App Issues,Low,12.91971886,283.7948042,80213,21.38659166,2022-08-13,Debit,2022-06-01 00:00:00,0.668964094,8.350917194,1.092894862,0.482195469,70143.97785
3406,66,Other,East Johnny,Medium,Air cabin crew,PhD,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,9,TRUE,TRUE,0.299753039,0,9,396,654.9037521,258984,2022-09-18,2022-09-07,2.431831094,2.07634673,2.886253193,6,-4,2021-07-18,18,0.6879593,4.715303664,Neutral,International Transfers,Customer Service,High,29.77329743,255.8388393,729506,17.07368134,2023-11-04,Debit,2022-09-18 00:00:00,0.443576166,5.470428922,1.810423184,0.858765688,58440.54478
3407,75,F,Sheltonbury,High,General practice doctor,Master,Married,5,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,82,7,FALSE,FALSE,0.263537264,7,8,525,918.4847001,481950,2022-07-18,2021-11-09,1.033381155,1.678853645,1.050529835,9,-82,2021-05-14,6,0.777500732,2.161336008,Positive,,,Low,96.42606486,432.7641541,874767,20.78372361,2023-10-29,Transfer,2022-07-18 00:00:00,0.94109173,6.867767395,12.01970484,0.869984934,72030.55186
3408,56,F,Lake Fernando,Medium,Firefighter,Bachelor,Married,2,Marketing,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,56,2,TRUE,TRUE,0.604441792,3,3,240,214.0148741,51360,2023-05-18,2021-12-26,1.175720727,1.374965265,1.445490129,10,58,2021-06-25,13,0.782235614,1.509035412,Neutral,Investment Analytics,,Medium,92.71359439,124.9867174,545605,5.820060082,2023-09-01,Transfer,2023-05-18 00:00:00,0.845696549,1.033623975,5.137666493,0.914844413,60372.49794
3409,78,F,North Brandi,Medium,Special educational needs teacher,PhD,Divorced,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,4,FALSE,FALSE,0.527065848,18,2,347,921.4315391,319587,2023-02-11,2022-06-11,4.410726518,2.605423433,2.677581827,9,-5,2021-02-13,12,0.778025381,4.237720201,Negative,Budgeting Tools,App Issues,Medium,20.91985353,320.7871598,835824,29.7199842,2023-04-01,Credit,2023-02-11 00:00:00,0.074636997,8.0778692,10.22557443,0.24668698,38196.12553
3410,26,F,East Arthurberg,High,Health and safety adviser,Master,Widowed,3,Referral,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,44,5,FALSE,TRUE,0.938729961,3,4,475,214.8577104,101650,2022-12-16,2023-02-19,2.640046696,3.482855614,4.227769636,4,-48,2021-01-18,11,0.6001673,4.976957184,Negative,,App Issues,Medium,51.57995347,768.0544056,111480,6.887668001,2023-12-01,Credit,2022-12-16 00:00:00,0.72236954,0.233919903,8.911660606,0.050480831,44856.61547
3411,23,M,West Kimshire,Low,Broadcast engineer,High School,Divorced,1,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,72,4,FALSE,TRUE,0.273689013,17,6,528,634.9639748,334752,2023-07-30,2023-08-08,2.44965397,4.901917808,3.164486491,3,-35,2021-04-19,2,0.815698462,3.407965095,Negative,,Fees,Medium,24.18103502,403.6862086,721416,11.93162594,2023-10-14,Transfer,2023-07-30 00:00:00,0.64564152,6.598465049,19.9281682,0.810047774,64582.30889
3412,52,F,West Jacobhaven,Medium,Water quality scientist,Master,Widowed,1,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,7,4,FALSE,TRUE,0.319177348,18,4,435,386.8032958,167910,2022-06-01,2022-09-19,3.450849193,2.352153832,3.751335859,7,20,2022-11-10,15,0.703143794,4.941373445,Neutral,Mobile Deposit,Customer Service,High,83.52547526,851.7143995,181266,21.58024942,2022-11-26,Credit,2022-06-01 00:00:00,0.830807611,4.389837077,12.84168212,0.549691165,28518.50954
3413,56,Other,Leeborough,Medium,Naval architect,High School,Widowed,4,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,90,4,FALSE,TRUE,0.00647734,3,3,950,552.6019292,524400,2022-03-23,2023-07-18,1.559903117,3.449984491,2.819992382,4,13,2021-07-04,11,0.566718491,1.090257019,Negative,Investment Analytics,,High,57.79204093,296.1159134,523492,0.759064208,2023-12-24,Credit,2022-03-23 00:00:00,0.978276349,0.282403273,14.31140766,0.587385591,13752.25294
3414,39,M,Masonstad,High,"Nurse, children's",PhD,Single,1,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,86,8,FALSE,FALSE,0.298338689,8,0,836,288.6423643,240768,2023-08-14,2022-08-04,3.17579603,1.470384001,2.517779725,6,27,2022-10-04,13,0.527758773,4.09663347,Positive,Mobile Deposit,Transaction Delays,Medium,84.14202036,455.8905166,982932,24.80262026,2023-09-09,Transfer,2023-08-14 00:00:00,0.473796338,6.589780469,6.094956388,0.943190243,85336.9925
3415,58,Other,Port Carlos,Medium,"Designer, textile",PhD,Married,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,7,TRUE,TRUE,0.250880032,1,5,397,413.3509489,163961,2022-09-11,2023-02-08,4.342682363,4.744413522,4.634994107,6,-96,2023-01-01,11,0.911741013,3.013263684,Neutral,Budgeting Tools,,Low,40.40318799,399.1038853,956835,17.37282256,2023-03-21,Credit,2022-09-11 00:00:00,0.755351374,4.357961546,19.51453465,0.166774787,99369.60801
3416,22,F,Garrettland,Medium,Dentist,Bachelor,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,4,FALSE,TRUE,0.40199574,2,3,914,508.4140042,464312,2023-12-03,2023-09-12,2.701783753,3.962588029,4.317034941,8,1,2022-02-20,3,0.879561081,2.584609531,Neutral,Budgeting Tools,App Issues,Medium,36.16014471,551.3140236,74803,26.42364267,2023-12-08,Credit,2023-12-03 00:00:00,0.838936081,8.094352519,16.00147616,0.726103156,92133.89489
3417,59,M,East Kimberlyport,Medium,Tax inspector,Bachelor,Married,5,Referral,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,65,1,TRUE,TRUE,0.495640572,12,5,749,506.8721222,378994,2023-03-25,2021-05-28,3.071949972,3.846254239,1.797451418,9,57,2021-11-05,6,0.965700775,3.334492803,Neutral,Budgeting Tools,Customer Service,Medium,44.97345084,976.8688243,703687,16.27010138,2023-08-23,Debit,2023-03-25 00:00:00,0.624146482,5.125894955,1.717483728,0.180076901,13550.05593
3418,84,F,North Victorton,High,Ceramics designer,PhD,Married,7,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,43,6,FALSE,FALSE,0.670251196,19,5,588,994.1789291,584472,2021-07-29,2022-11-14,1.657914637,3.190760574,4.257414021,7,-52,2022-03-13,4,0.738981457,1.962883568,Positive,International Transfers,App Issues,Medium,48.40122791,116.9410981,65572,0.815031877,2023-01-03,Debit,2021-07-29 00:00:00,0.162684146,8.213573262,19.97785038,0.832368971,4464.466207
3419,47,M,Andrewport,Low,"Engineer, electrical",High School,Widowed,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,47,5,FALSE,FALSE,0.191888514,18,3,659,856.1787318,564104,2021-01-16,2021-10-07,3.947691232,3.253583221,2.007527012,6,-43,2022-09-22,14,0.806823965,2.89742603,Negative,Mobile Deposit,Transaction Delays,High,78.22762221,995.2126125,866456,14.80280109,2022-04-25,Debit,2021-01-16 00:00:00,0.130299727,6.421955954,6.587327482,0.129406143,65108.50253
3420,74,Other,Peterstad,Premium,Commissioning editor,High School,Married,6,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,70,5,FALSE,FALSE,0.556418846,18,7,593,155.7506009,91915,2023-11-14,2023-08-20,3.2477521,2.787087828,1.156435395,1,45,2021-05-16,7,0.531733986,3.016085427,Positive,,Fees,Low,29.18933578,217.4230659,526894,26.90018666,2023-11-21,Transfer,2023-11-14 00:00:00,0.715108829,3.50359044,3.827146962,0.624492314,42484.57926
3421,46,F,Port Monicaport,High,Personnel officer,PhD,Single,2,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,1,6,FALSE,TRUE,0.728642865,8,3,298,960.9900667,286080,2023-02-06,2022-02-05,3.207558668,1.182591218,4.149360199,4,63,2023-01-14,9,0.650506973,4.043559368,Positive,Budgeting Tools,App Issues,High,51.91685061,183.8739935,483011,7.756841578,2023-12-10,Debit,2023-02-06 00:00:00,0.977037479,0.071551086,5.078345521,0.803212788,62423.05415
3422,54,F,New Barbarahaven,High,"Radiographer, therapeutic",High School,Divorced,7,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,79,8,TRUE,FALSE,0.24118211,4,4,199,572.473517,113828,2022-08-02,2021-11-13,1.902501151,1.281998119,1.614390745,2,4,2022-10-09,1,0.875632509,3.243070225,Neutral,Budgeting Tools,App Issues,Medium,90.03582192,699.8068595,393446,9.593986566,2023-09-12,Debit,2022-08-02 00:00:00,0.286737233,8.196111784,12.61278445,0.225652347,4574.614856
3423,30,M,Reginaldton,Medium,"Administrator, education",PhD,Married,7,Referral,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,5,6,TRUE,FALSE,0.351211598,14,4,917,613.7111428,562121,2022-09-04,2022-01-24,4.669221005,1.767583647,2.130737664,6,-63,2023-07-04,6,0.638035537,3.220657447,Neutral,Budgeting Tools,Fees,Medium,40.96478933,789.2108025,99706,0.975969471,2023-06-03,Transfer,2022-09-04 00:00:00,0.887988908,3.381874572,10.54437178,0.750115393,81109.16975
3424,49,M,New Thomasview,Medium,Retail banker,Bachelor,Divorced,6,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,79,6,TRUE,TRUE,0.205118618,8,1,238,283.3249062,67354,2021-08-10,2021-01-09,2.377648701,1.752650684,4.066579498,2,-51,2023-08-31,1,0.556122969,1.140694187,Negative,Investment Analytics,App Issues,Medium,75.51977874,414.0100275,629260,25.53013361,2023-09-03,Debit,2021-08-10 00:00:00,0.99801175,1.759665916,16.99118874,0.910160596,7353.121655
3425,63,F,North Matthewview,Premium,Banker,High School,Married,6,Referral,Premium,FALSE,FALSE,TRUE,FALSE,FALSE,1,88,7,FALSE,FALSE,0.111032064,5,7,999,309.9726019,308691,2023-09-14,2021-01-27,4.844801195,1.228801568,2.940322275,5,-52,2022-11-25,14,0.531043148,4.373672396,Negative,Mobile Deposit,,Low,13.67546002,741.7007307,859000,26.01328498,2023-11-06,Transfer,2023-09-14 00:00:00,0.292712908,3.025995815,2.175722144,0.812655668,45180.84111
3426,40,M,West Pamela,Low,Medical technical officer,Bachelor,Divorced,4,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,44,8,FALSE,FALSE,0.756204064,9,7,181,146.5187742,26426,2021-05-11,2023-10-23,2.366839683,2.986675746,3.769086641,7,55,2021-12-25,9,0.726641758,2.770749788,Neutral,Budgeting Tools,Transaction Delays,High,10.88318611,431.8917376,283966,4.871567103,2021-12-09,Transfer,2021-05-11 00:00:00,0.147899517,5.86199446,11.19614293,0.393754448,64446.69772
3427,62,F,East Jamesmouth,Low,"Optician, dispensing",Master,Divorced,5,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,9,4,FALSE,FALSE,0.240063599,0,9,1,831.3103483,831,2022-11-20,2023-02-06,4.601246596,3.035592449,1.117384907,6,-45,2022-08-17,16,0.937408935,4.508433259,Negative,Investment Analytics,Fees,High,31.5680435,722.5067094,400791,6.405123745,2023-06-20,Transfer,2022-11-20 00:00:00,0.335113512,4.925862917,17.50194124,0.801451735,53053.99718
3428,34,M,East Trevorshire,Medium,"Surveyor, hydrographic",Bachelor,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,7,TRUE,FALSE,0.36756869,12,7,654,488.5352832,319152,2022-07-21,2023-10-04,3.234080221,3.397598788,2.342875577,4,60,2022-09-14,14,0.684675872,4.392268768,Negative,,Customer Service,Low,40.00662387,812.2261122,777158,16.00971638,2023-04-15,Credit,2022-07-21 00:00:00,0.51450684,4.949847147,15.86398234,0.652442445,29835.33918
3429,83,Other,West Tinachester,Premium,"Merchandiser, retail",Master,Married,3,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,95,8,TRUE,TRUE,0.247686848,16,0,643,106.596815,68158,2022-10-28,2023-04-09,1.256356578,4.148970572,2.41978802,5,29,2021-07-27,15,0.833488902,3.368247983,Neutral,International Transfers,App Issues,High,45.18494715,692.6473217,125678,6.462964986,2023-06-30,Transfer,2022-10-28 00:00:00,0.270907476,3.935391931,7.2468726,0.024733887,14749.65225
3430,23,M,New Timothyberg,High,Pensions consultant,Bachelor,Single,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,31,6,FALSE,FALSE,0.043824668,13,6,352,449.8622069,158048,2022-07-22,2023-05-02,4.81729513,4.744146138,1.978745906,6,-99,2021-11-24,0,0.715434144,1.048821802,Negative,Mobile Deposit,Fees,Medium,62.09301405,371.2614209,345509,6.363234864,2022-08-18,Debit,2022-07-22 00:00:00,0.964237428,9.393073293,14.05549422,0.390758151,73758.16306
3431,35,Other,Jenniferville,Medium,"Nurse, learning disability",Bachelor,Divorced,2,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,1,9,FALSE,FALSE,0.728990319,2,2,521,347.0955871,180787,2022-06-19,2023-03-20,2.330317626,4.79223258,2.501065897,8,59,2021-11-08,5,0.893099332,2.722124543,Neutral,,App Issues,Low,87.78550658,83.51042086,595925,12.06626093,2023-03-02,Transfer,2022-06-19 00:00:00,0.140325074,4.984917576,7.72656097,0.125223202,35341.34007
3432,39,M,South Williamstad,High,Psychiatrist,High School,Widowed,7,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,20,6,TRUE,FALSE,0.643329942,12,0,267,693.1415813,185031,2022-09-04,2023-02-04,4.255958818,4.598832045,2.459523803,10,-89,2021-12-01,17,0.901649601,2.052279682,Neutral,International Transfers,Transaction Delays,Low,17.43985266,404.8349381,826155,16.96156405,2023-03-21,Debit,2022-09-04 00:00:00,0.293443876,6.972058025,15.28060072,0.262728583,58323.43204
3433,50,M,Woodsbury,Medium,Architect,Bachelor,Widowed,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,2,4,TRUE,FALSE,0.476126092,7,4,407,194.7133874,78958,2022-01-21,2023-02-26,3.262817295,3.966384179,4.776376701,4,-62,2023-05-01,2,0.973294398,1.682991388,Positive,International Transfers,App Issues,Low,2.66342241,315.9311183,213280,0.810566859,2022-12-07,Debit,2022-01-21 00:00:00,0.294424137,6.42656741,2.37601322,0.709827278,59441.76067
3434,47,F,North Anthonyborough,High,Music therapist,PhD,Widowed,5,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,97,6,FALSE,TRUE,0.674335911,0,3,670,935.9441207,626450,2021-11-04,2023-09-30,1.977007056,3.681635812,4.396472816,6,-50,2021-08-31,18,0.668976308,3.138725036,Positive,Budgeting Tools,,Medium,83.15551034,821.8452025,311387,26.36142016,2022-11-25,Transfer,2021-11-04 00:00:00,0.545756989,1.770396044,5.643291799,0.363097311,87975.59368
3435,49,M,Flemingtown,Medium,Facilities manager,High School,Single,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,92,2,TRUE,TRUE,0.846499896,1,6,943,783.3480446,738369,2023-11-26,2022-09-23,1.561054107,1.470171415,4.285050572,9,33,2023-12-27,11,0.735613378,2.470818204,Positive,Investment Analytics,,High,16.18900817,838.0670295,939780,21.69667395,2023-12-30,Debit,2023-11-26 00:00:00,0.643888077,0.556866881,16.60412585,0.345644868,8385.443438
3436,59,M,Williamsfurt,High,"Nurse, mental health",High School,Divorced,4,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,83,8,TRUE,TRUE,0.618462491,1,0,119,397.5954356,47243,2022-05-08,2021-05-26,1.937889643,3.625552789,1.013037076,9,-86,2023-04-20,9,0.822871319,3.960542633,Negative,Mobile Deposit,App Issues,High,2.456743414,315.7888158,713101,2.639173211,2023-12-07,Transfer,2022-05-08 00:00:00,0.041123746,8.23187133,4.356579925,0.652243895,26160.28923
3437,27,Other,South Jacqueline,Medium,"Designer, ceramics/pottery",High School,Single,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,22,6,TRUE,TRUE,0.906785225,8,0,261,196.2710756,51156,2021-04-27,2023-04-18,3.179867093,1.627521334,2.462124013,9,-54,2021-11-21,3,0.750440666,1.985108924,Neutral,,,Medium,6.952848136,505.6010243,834564,17.25471663,2022-05-28,Debit,2021-04-27 00:00:00,0.944835196,3.031195991,3.476919761,0.535765853,7044.670595
3438,53,M,North Samuel,Medium,Chartered accountant,Bachelor,Divorced,3,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,36,4,FALSE,TRUE,0.201495194,0,7,542,769.8315045,416798,2023-04-08,2021-03-21,3.032385862,3.982275863,1.624264414,4,-56,2023-08-20,5,0.541968386,3.222714697,Neutral,Mobile Deposit,App Issues,Medium,74.43599779,367.038939,832703,3.971650391,2023-12-25,Credit,2023-04-08 00:00:00,0.899227906,7.994497381,7.629644477,0.455049123,85319.46832
3439,51,F,Michaelmouth,Medium,"Teacher, English as a foreign language",High School,Single,4,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,71,7,FALSE,FALSE,0.88335762,10,3,755,127.3904981,95885,2022-10-17,2021-09-12,2.079786207,1.648041322,2.224905553,7,-56,2022-07-30,3,0.823147836,3.019634126,Neutral,Mobile Deposit,Fees,Low,76.27932245,969.5787922,185770,20.5371063,2023-06-21,Transfer,2022-10-17 00:00:00,0.994080921,6.782167391,14.39691141,0.26394802,50915.0263
3440,45,Other,Hullbury,Medium,Science writer,Master,Divorced,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,8,TRUE,FALSE,0.541534822,6,8,730,96.49631272,70080,2021-10-14,2023-02-28,1.628518828,3.726004922,1.674706696,6,-86,2022-05-26,0,0.555015795,2.63311886,Negative,Mobile Deposit,Transaction Delays,Low,22.02278467,609.0506838,86857,5.836496017,2021-11-05,Debit,2021-10-14 00:00:00,0.417070919,4.774562614,1.972744568,0.247026102,91811.2985
3441,28,F,North Brianna,High,"Nurse, mental health",Master,Widowed,3,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,13,3,FALSE,FALSE,0.841625741,5,9,324,683.0699152,221292,2021-02-22,2021-11-29,2.402659751,1.288991033,1.292889643,4,-91,2021-08-21,9,0.920352052,4.446852425,Negative,Investment Analytics,Fees,High,31.0336538,866.7759312,141123,7.057508492,2022-05-11,Transfer,2021-02-22 00:00:00,0.001528199,1.032610216,6.989865573,0.884427163,19370.29547
3442,56,F,South Julie,Medium,Medical illustrator,Bachelor,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,86,3,FALSE,TRUE,0.743809541,16,9,603,208.2866735,125424,2023-10-16,2022-02-02,1.635886579,2.253723125,3.212940815,10,-22,2021-10-28,5,0.541437676,3.420556444,Neutral,International Transfers,Transaction Delays,Low,49.55476563,543.4279869,138394,25.30681345,2023-12-03,Debit,2023-10-16 00:00:00,0.669038546,5.163664233,15.46316194,0.146119729,68013.5571
3443,64,F,Port Alexisbury,Medium,Medical illustrator,High School,Single,7,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,90,3,FALSE,TRUE,0.057639861,5,4,925,646.648745,597550,2022-08-29,2023-06-13,3.024737706,2.49672521,4.039078119,8,2,2023-07-01,15,0.890656143,4.086168096,Neutral,Budgeting Tools,,Low,26.81307049,239.7647513,499136,9.337103316,2023-06-07,Debit,2022-08-29 00:00:00,0.129825812,4.877305652,19.57610101,0.212708644,17237.2168
3444,36,F,North Brianmouth,Medium,Best boy,PhD,Divorced,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,14,3,TRUE,TRUE,0.837795763,15,5,173,361.7579516,62453,2022-06-16,2022-06-07,2.734026755,2.254668689,2.968589649,7,10,2021-07-18,8,0.575525709,4.239275112,Positive,Investment Analytics,Transaction Delays,Low,87.18759955,338.0930584,759365,25.0566343,2023-02-07,Transfer,2022-06-16 00:00:00,0.509402845,2.146620469,3.69087963,0.577723892,73971.45301
3445,32,Other,West Bradley,Medium,Immunologist,PhD,Married,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,34,2,FALSE,FALSE,0.337288481,0,1,358,104.9066473,37232,2023-05-08,2022-12-15,2.795337729,2.243087308,2.147745617,9,-2,2021-03-22,8,0.870366107,1.592688857,Positive,Budgeting Tools,,Low,29.31667361,547.8619493,422925,22.75309305,2023-05-08,Credit,2023-05-08 00:00:00,0.093812147,7.145552048,13.77543633,0.976975928,54572.86176
3446,45,M,Carriebury,Low,Television camera operator,Master,Divorced,1,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,21,5,TRUE,TRUE,0.423135249,3,2,758,628.2294671,476024,2023-04-09,2023-11-10,2.044935387,3.129751845,1.404352076,9,-89,2021-10-05,11,0.511532995,1.294270708,Negative,Mobile Deposit,Fees,High,65.66833796,442.3391951,620622,9.589178476,2023-04-23,Credit,2023-04-09 00:00:00,0.596329693,2.281607652,11.26323264,0.645237286,44516.17519
3447,41,F,Davidfurt,Medium,Historic buildings inspector/conservation officer,Bachelor,Widowed,3,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,46,6,FALSE,TRUE,0.011074536,17,6,647,649.9334116,419903,2023-03-07,2023-09-28,1.373422529,4.294397004,4.442516625,6,-66,2023-02-20,2,0.555842275,1.340156246,Neutral,Investment Analytics,,Medium,11.09434008,814.539698,265743,20.6906953,2023-07-27,Debit,2023-03-07 00:00:00,0.949596713,5.549778577,2.028692429,0.572710896,33339.40445
3448,26,Other,Sandovalland,Medium,Forest/woodland manager,Bachelor,Divorced,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,1,FALSE,FALSE,0.758721528,1,6,656,544.7471313,356864,2021-03-14,2023-01-25,3.345012176,4.493348352,3.555073663,6,-97,2023-08-27,9,0.510205066,2.819343873,Negative,International Transfers,Transaction Delays,High,45.32562879,94.47716484,231303,0.242411996,2022-09-19,Credit,2021-03-14 00:00:00,0.478847684,5.704879702,13.6885008,0.842725004,11588.9431
3449,64,F,West Shawnaborough,Medium,Hydrologist,Bachelor,Married,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,6,FALSE,TRUE,0.466957311,0,5,840,355.3838092,298200,2022-01-24,2021-04-29,4.895985206,1.293907532,1.607297751,9,37,2023-02-16,14,0.591201658,2.54451875,Neutral,International Transfers,Customer Service,Medium,5.713094857,249.9865426,402401,17.20867119,2022-09-06,Credit,2022-01-24 00:00:00,0.075994956,9.999841934,12.9621144,0.731240004,77443.04372
3450,50,M,Thorntonstad,Medium,Animator,Bachelor,Married,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,7,TRUE,FALSE,0.939618311,6,3,601,914.7302564,549314,2022-12-04,2023-03-01,3.675369779,1.769490414,2.188009235,8,-17,2023-09-04,2,0.500176545,4.799154925,Negative,International Transfers,Customer Service,Low,47.102585,945.6818936,551451,24.84589842,2023-08-10,Debit,2022-12-04 00:00:00,0.019294755,9.125043346,0.989699592,0.896809748,27495.82575
3451,79,Other,South Jennifer,Premium,Prison officer,Bachelor,Married,5,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,81,2,TRUE,TRUE,0.280997946,15,9,984,683.4344163,672072,2022-04-01,2023-05-19,4.551908314,2.237193282,4.133844678,8,70,2021-12-16,13,0.543199595,2.712328104,Positive,Budgeting Tools,,Low,1.100671293,649.1894934,407253,25.32735909,2023-12-09,Debit,2022-04-01 00:00:00,0.042268026,5.994341914,17.73074662,0.882736848,87667.16755
3452,36,Other,Kimberlyport,High,Plant breeder/geneticist,High School,Single,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,57,1,FALSE,TRUE,0.496071779,12,3,681,558.8315464,379998,2023-12-31,2022-05-21,1.385488923,3.735066112,4.04185161,6,58,2021-02-10,14,0.512524469,1.585968494,Positive,Investment Analytics,Customer Service,Low,3.113445653,801.4006663,739305,18.58394362,2023-12-31,Credit,2023-12-31 00:00:00,0.106890432,7.600796009,8.342443956,0.394801188,41197.23574
3453,84,M,New Patricia,Medium,"Nurse, adult",High School,Married,4,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,30,7,FALSE,FALSE,0.411134837,17,7,489,486.2252079,237654,2023-09-02,2022-05-12,1.243106787,2.609747414,3.65547407,3,58,2023-01-13,13,0.717194924,1.657890791,Positive,International Transfers,App Issues,High,53.95652109,994.3572886,80205,10.57291018,2023-10-23,Credit,2023-09-02 00:00:00,0.543071895,7.375974265,1.627439788,0.621620584,6799.436069
3454,57,Other,Heidihaven,High,"Engineer, chemical",High School,Single,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,6,FALSE,FALSE,0.792110012,6,8,957,844.5890396,807708,2023-01-05,2023-09-06,4.064300394,2.907123307,1.372837442,2,58,2023-06-23,7,0.578599308,2.355078722,Neutral,,App Issues,Low,2.082757686,731.435365,82774,29.16111055,2023-05-01,Credit,2023-01-05 00:00:00,0.118858506,2.743819634,11.80301767,0.090148029,7292.597687
3455,64,M,North Michaelchester,High,Information officer,PhD,Married,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,3,TRUE,FALSE,0.535643539,17,7,691,961.6491374,664051,2023-11-05,2021-03-12,2.818731479,4.137732551,3.579317071,10,47,2022-01-08,7,0.643627071,4.400337253,Neutral,International Transfers,Fees,Medium,80.54831342,28.42208202,914510,29.69149924,2023-12-19,Debit,2023-11-05 00:00:00,0.257271333,9.539635646,14.91327307,0.498685954,84020.99061
3456,82,Other,Ramirezborough,Medium,Trade union research officer,High School,Single,2,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,88,2,TRUE,TRUE,0.459877932,6,7,55,561.6736567,30855,2022-09-07,2023-01-11,4.307642312,3.56764477,3.441331806,4,11,2023-07-06,4,0.631459837,3.760207352,Positive,,Transaction Delays,High,30.15129797,280.6609641,597349,0.748216489,2023-11-12,Credit,2022-09-07 00:00:00,0.30394579,5.43482771,2.42069405,0.698132716,48032.63532
3457,46,Other,Port Theresa,High,Energy engineer,Bachelor,Married,1,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,73,2,FALSE,FALSE,0.946819754,3,4,192,58.92732152,11136,2021-12-15,2021-02-27,2.923131983,3.349829894,3.439549242,5,-28,2021-02-10,4,0.91547253,4.078834562,Negative,,,High,12.67207791,698.3388132,325268,4.79797353,2022-03-05,Debit,2021-12-15 00:00:00,0.040855041,4.311320053,7.87083544,0.896755625,39822.44545
3458,67,M,West Judy,Low,Equality and diversity officer,Bachelor,Married,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,2,TRUE,TRUE,0.377943316,16,1,691,496.3254046,342736,2022-01-06,2021-10-30,1.298603074,3.319902231,4.291000964,2,64,2023-10-05,2,0.581654861,2.258164234,Negative,Budgeting Tools,,High,51.39644499,866.8716765,901816,29.28282176,2022-12-24,Credit,2022-01-06 00:00:00,0.332499175,8.749247911,5.231496411,0.451848572,57287.42467
3459,30,M,North Nathan,High,Tax inspector,PhD,Divorced,2,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,25,8,FALSE,FALSE,0.490019006,18,9,533,649.0591246,345917,2022-08-25,2022-06-20,2.815068579,1.79747413,1.474135273,9,21,2022-12-06,0,0.749493496,3.010089025,Neutral,Budgeting Tools,,Medium,78.53734768,943.4820443,406064,29.80789355,2023-06-16,Transfer,2022-08-25 00:00:00,0.185447296,9.043838434,18.96118518,0.828375495,5341.627009
3460,18,Other,North Tiffany,Medium,Pension scheme manager,PhD,Married,7,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,82,1,TRUE,TRUE,0.554140838,4,1,107,819.3580502,87633,2021-07-19,2023-07-22,3.66430309,1.442849667,1.105197595,6,-42,2022-11-27,11,0.534576535,4.593703371,Positive,Mobile Deposit,Customer Service,Medium,89.135569,66.7895949,609214,28.31753397,2022-01-20,Debit,2021-07-19 00:00:00,0.102552468,9.816010099,12.49308533,0.784249036,80977.69253
3461,51,Other,Santosmouth,Medium,Local government officer,Master,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,29,3,FALSE,FALSE,0.053864849,6,1,442,317.4103921,140114,2023-08-23,2021-10-29,3.066195902,2.306568185,1.924331053,1,51,2021-06-24,10,0.705299066,3.703536086,Neutral,Mobile Deposit,,High,77.98296628,61.19502109,471512,2.317034383,2023-09-29,Debit,2023-08-23 00:00:00,0.935793406,3.691021149,16.08080175,0.301934785,44549.33609
3462,65,M,North Victorton,Medium,Actuary,PhD,Married,4,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,8,FALSE,FALSE,0.526512165,5,5,80,679.7303128,54320,2021-09-20,2022-06-05,1.868514924,4.073729061,1.439760711,3,-12,2023-01-28,9,0.90206832,3.810213839,Positive,Mobile Deposit,Transaction Delays,High,58.35473694,640.1368088,338171,19.65863154,2023-11-27,Debit,2021-09-20 00:00:00,0.685769288,7.58019556,6.613545553,0.6750078,63534.33699
3463,65,M,Joshuafurt,Premium,Immigration officer,Master,Married,2,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,30,6,FALSE,TRUE,0.335799988,4,9,745,55.80580205,40975,2022-06-14,2022-05-22,4.696506028,4.41298642,4.053728076,1,-42,2021-05-22,11,0.758225852,1.576255492,Negative,Investment Analytics,Fees,Medium,92.87443362,669.1108327,3048,1.961290267,2022-10-08,Debit,2022-06-14 00:00:00,0.253227731,4.346432242,17.0169629,0.84393311,67275.74885
3464,66,Other,Margaretland,High,Trade union research officer,High School,Divorced,5,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,81,7,FALSE,FALSE,0.65024681,12,4,943,357.9312472,336651,2022-01-10,2021-11-27,3.661597791,4.189685431,1.313462378,4,-28,2021-12-29,8,0.629307798,3.56811219,Neutral,,Customer Service,High,45.38795728,449.6091449,607405,14.20199982,2023-11-18,Debit,2022-01-10 00:00:00,0.3108045,3.598604052,6.264845697,0.288519708,71129.24033
3465,81,Other,West Melissafurt,Medium,Mudlogger,Bachelor,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,2,FALSE,FALSE,0.643624754,11,3,651,305.9654207,198555,2022-11-19,2021-01-26,3.105958836,1.63122313,2.453349812,9,56,2021-10-04,9,0.703864995,3.527561132,Negative,,App Issues,High,68.65527328,949.7850951,253453,29.32095068,2023-10-14,Debit,2022-11-19 00:00:00,0.494119114,5.145600144,5.30962007,0.142870786,41380.72294
3466,78,Other,Smithfurt,Low,Diplomatic Services operational officer,Master,Single,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,9,TRUE,TRUE,0.711298577,4,3,957,94.73893813,89958,2021-07-02,2021-08-28,2.899654323,4.675581866,4.593859621,4,-27,2022-09-07,12,0.777923202,4.063801355,Positive,International Transfers,App Issues,Low,24.2233499,887.5111979,270549,25.9952468,2021-12-20,Credit,2021-07-02 00:00:00,0.92713732,4.498497317,4.266315246,0.111291147,41939.62842
3467,46,M,Wallacebury,Medium,Professor Emeritus,Master,Widowed,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,7,TRUE,TRUE,0.399150276,3,7,712,704.925923,501248,2022-04-01,2021-07-09,3.450117209,2.550310714,4.589697852,7,-15,2023-03-18,8,0.95244725,3.668781105,Positive,International Transfers,Fees,Medium,41.95016827,419.563154,737335,3.790010648,2023-08-08,Transfer,2022-04-01 00:00:00,0.118783434,3.337102532,5.490773994,0.100695682,37105.37412
3468,56,Other,South Jack,Medium,Energy manager,Master,Divorced,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,57,3,TRUE,TRUE,0.104787617,7,9,611,374.7796445,228514,2022-12-29,2023-02-27,2.85833276,4.350638191,2.432829765,8,72,2021-11-03,0,0.918942542,3.820555622,Positive,Budgeting Tools,,Medium,42.70906182,562.350536,670872,16.28179253,2023-01-27,Debit,2022-12-29 00:00:00,0.669441136,5.090838903,10.99864109,0.316208274,84761.322
3469,43,F,Patelport,Low,"Conservation officer, nature",PhD,Single,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,19,9,FALSE,TRUE,0.439153198,14,1,878,225.7105283,197550,2022-04-03,2023-03-26,2.233740822,3.50456212,3.419676466,10,39,2021-08-16,11,0.98056242,4.22583595,Neutral,Investment Analytics,App Issues,Medium,3.392067422,821.7594799,672935,4.245788642,2023-04-30,Credit,2022-04-03 00:00:00,0.918953494,9.408929166,1.784094525,0.484782391,42748.20902
3470,34,M,New Kathryntown,Medium,Dispensing optician,PhD,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,33,3,TRUE,FALSE,0.552186516,10,4,646,155.6539762,100130,2022-09-21,2021-06-14,2.554345563,4.173569922,1.787602251,8,17,2022-02-08,0,0.589350914,4.02128419,Positive,International Transfers,Fees,High,25.24768282,609.5003731,498678,4.535518658,2023-03-08,Debit,2022-09-21 00:00:00,0.594363969,9.015589706,1.034881057,0.596174797,76626.54118
3471,30,Other,Sandraview,High,Musician,PhD,Divorced,5,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,59,8,TRUE,FALSE,0.024850251,4,6,229,904.653879,207016,2023-05-12,2023-11-28,1.769477978,1.121175958,1.309655303,9,-93,2022-10-19,17,0.599109023,3.740161852,Positive,Mobile Deposit,,Medium,41.84921262,203.649902,669508,3.774623779,2023-10-12,Transfer,2023-05-12 00:00:00,0.846363921,2.518763975,6.023843978,0.233400409,82043.63175
3472,43,M,Port Anthony,High,Contractor,Master,Divorced,4,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,33,7,FALSE,TRUE,0.547363,10,6,203,147.3860729,29841,2022-11-10,2022-01-22,4.045421404,2.738823498,4.058448535,1,87,2022-08-22,8,0.550146756,2.67135126,Positive,International Transfers,App Issues,Low,42.98252846,292.087671,806166,2.91409095,2023-03-04,Transfer,2022-11-10 00:00:00,0.653515255,0.917927999,4.821179564,0.414411625,3839.367507
3473,66,F,Glennton,Medium,Politician's assistant,High School,Married,1,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,36,3,FALSE,TRUE,0.399276327,9,7,668,867.027556,579156,2023-02-01,2023-05-17,4.224731199,3.425482363,1.029065453,7,94,2021-06-20,11,0.754234292,1.491638277,Neutral,Investment Analytics,,Low,91.64105539,260.1978418,967891,6.135056268,2023-06-24,Transfer,2023-02-01 00:00:00,0.098253125,5.916703371,15.01371533,0.816293004,8551.101809
3474,84,M,New Paulport,Medium,Commercial/residential surveyor,Bachelor,Married,5,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,66,5,FALSE,TRUE,0.478457408,1,2,682,524.5042435,357368,2022-06-18,2021-12-06,3.937890578,2.479383694,4.315369044,5,-75,2022-12-28,11,0.590365589,2.272114699,Positive,Mobile Deposit,Fees,Low,83.68598741,442.7352709,376469,27.50671234,2022-08-22,Transfer,2022-06-18 00:00:00,0.518587998,9.617684872,1.240265794,0.645431208,37779.83554
3475,24,Other,Colemanshire,Premium,Chartered management accountant,PhD,Married,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,98,7,FALSE,FALSE,0.303336244,19,1,436,40.82940082,17440,2022-08-26,2023-05-25,2.852863535,4.157579189,2.347008536,9,-81,2023-10-11,3,0.844313513,3.799631514,Positive,Investment Analytics,App Issues,High,49.9599008,716.5124078,642538,10.73571139,2022-09-17,Credit,2022-08-26 00:00:00,0.036403692,1.2954875,9.039211419,0.242233256,15278.44751
3476,75,F,Franciscofurt,High,Hotel manager,High School,Married,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,96,3,TRUE,FALSE,0.492139529,7,7,779,958.6586854,746282,2023-08-08,2022-06-02,1.859415076,3.894472919,1.529188514,5,-20,2021-02-02,3,0.978143724,4.939584705,Negative,,Transaction Delays,Low,68.68803195,475.2088761,498225,25.59072379,2023-10-14,Transfer,2023-08-08 00:00:00,0.515423944,8.641108123,19.52280321,0.955086768,44288.31498
3477,66,F,Reesebury,High,Data processing manager,PhD,Widowed,3,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,18,2,FALSE,TRUE,0.881840671,19,8,710,557.5286307,395470,2021-08-30,2022-09-11,4.850445755,2.559276168,3.022720284,2,58,2023-05-06,12,0.783956085,1.824390703,Negative,Budgeting Tools,Fees,Medium,35.86125805,950.2840369,377652,1.146391374,2021-10-20,Debit,2021-08-30 00:00:00,0.537548014,0.693031672,6.161976355,0.244497934,33003.98653
3478,70,Other,North Juan,Premium,Freight forwarder,PhD,Divorced,3,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,94,9,FALSE,FALSE,0.787849048,3,0,936,324.4385058,303264,2023-08-22,2023-10-23,4.083053526,2.755771403,4.890439351,5,69,2021-12-13,13,0.858755443,1.610105731,Neutral,Mobile Deposit,Fees,Low,20.51167984,898.5270217,858228,17.62694374,2023-11-26,Credit,2023-08-22 00:00:00,0.731623585,2.61921254,8.76433778,0.342549649,200.5533342
3479,82,Other,Christopherbury,High,"Engineer, technical sales",Master,Married,7,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,51,2,FALSE,TRUE,0.616044178,15,8,414,275.5443368,113850,2021-04-20,2023-12-28,4.103702229,2.965653629,3.942865112,9,-51,2023-01-18,4,0.600033353,2.947123111,Negative,Investment Analytics,Fees,Medium,18.57271976,680.8890951,637995,17.39902463,2023-05-20,Transfer,2021-04-20 00:00:00,0.037413012,1.501959149,12.56280441,0.279825369,22775.9087
3480,79,Other,Matthewfurt,Low,Paediatric nurse,Master,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,3,FALSE,FALSE,0.626577106,13,7,696,324.0514964,225504,2021-05-26,2023-02-23,3.497852752,3.180481656,4.040383015,1,59,2022-06-02,6,0.908164817,4.214163446,Neutral,Mobile Deposit,Transaction Delays,Low,7.454940045,54.8012141,622159,27.62848332,2023-04-28,Credit,2021-05-26 00:00:00,0.365356632,9.930402056,8.979373401,0.061686213,33151.10016
3481,34,M,New Joshuaview,Medium,"Copywriter, advertising",PhD,Widowed,5,Branch,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,85,1,TRUE,FALSE,0.895390375,2,6,206,222.7027057,45732,2023-08-26,2022-09-23,2.128643857,2.193174709,2.628079744,7,33,2022-01-29,1,0.928190937,1.252122688,Positive,Mobile Deposit,App Issues,Low,48.04089209,320.14884,536874,4.112961067,2023-10-02,Transfer,2023-08-26 00:00:00,0.740737596,7.70544456,6.939726048,0.682320052,51381.8279
3482,60,M,Kimberlytown,Premium,Lobbyist,Bachelor,Divorced,1,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,1,FALSE,FALSE,0.479696177,7,7,845,253.054774,213785,2022-02-03,2023-04-23,1.73195652,1.916304537,2.800150591,3,59,2023-11-18,5,0.942302062,4.431898476,Positive,Budgeting Tools,,High,79.53608051,825.2910194,695802,22.70705965,2023-09-18,Credit,2022-02-03 00:00:00,0.435690624,5.500272395,15.8845283,0.067699928,99351.42003
3483,42,M,West Ashleymouth,Medium,"Surveyor, building control",PhD,Single,6,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,37,1,TRUE,TRUE,0.53934668,3,2,611,385.3096474,235235,2023-10-22,2021-07-02,1.447681226,1.450939686,4.374473127,10,-69,2022-07-28,16,0.932820192,1.70683173,Neutral,,App Issues,Low,15.06813559,178.4054116,208540,23.66837813,2023-11-03,Debit,2023-10-22 00:00:00,0.86185373,6.093188684,5.893951718,0.942116384,67761.19856
3484,20,Other,Melaniemouth,Low,IT sales professional,Bachelor,Divorced,1,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,91,3,FALSE,TRUE,0.860178564,6,1,509,525.4391126,267225,2021-09-03,2021-08-12,3.493296745,1.561304835,1.336336726,4,70,2023-12-02,12,0.655733063,3.177806238,Negative,Mobile Deposit,,High,72.53901338,891.8986072,277498,15.72694272,2021-11-25,Transfer,2021-09-03 00:00:00,0.669685214,4.025493739,8.207831779,0.171215735,75512.49899
3485,46,Other,Smithtown,Medium,Geographical information systems officer,High School,Single,3,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,20,6,TRUE,TRUE,0.754717259,8,3,902,728.4334376,656656,2023-02-21,2022-12-07,1.716671307,2.870469596,1.21927176,4,-69,2021-02-18,12,0.7639406,3.361929862,Neutral,Mobile Deposit,Transaction Delays,High,49.21243101,660.3564877,676765,6.785310731,2023-11-26,Debit,2023-02-21 00:00:00,0.646784873,0.72324363,9.363176737,0.941444162,67391.05071
3486,49,M,Johnsonstad,High,Dentist,PhD,Widowed,3,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,83,3,FALSE,FALSE,0.433061157,1,6,768,310.0769069,238080,2023-12-22,2021-10-20,2.500269053,3.657800301,3.757214227,10,28,2023-09-30,17,0.654642487,2.364627583,Neutral,Mobile Deposit,App Issues,Low,32.36683309,677.9836525,634877,10.29161742,2023-12-29,Transfer,2023-12-22 00:00:00,0.360740762,2.787119141,13.42041582,0.190688436,28092.25449
3487,43,F,Littleside,Premium,Chiropractor,Bachelor,Married,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,4,FALSE,FALSE,0.305262317,2,1,49,143.854327,7007,2022-09-04,2022-07-05,4.278704485,3.663594837,2.0903381,2,4,2022-10-15,6,0.939202611,3.084195009,Negative,,Transaction Delays,Low,75.37982605,154.2666079,992669,16.05891633,2022-11-30,Debit,2022-09-04 00:00:00,0.214307308,2.20067006,13.22311854,0.149371687,8592.451818
3488,33,M,South Brian,Medium,"Scientist, biomedical",High School,Widowed,6,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,12,2,FALSE,TRUE,0.51781869,8,6,161,30.37506012,4830,2023-04-27,2022-03-06,2.159570502,2.825977737,4.997241245,3,-90,2021-12-08,19,0.954202127,2.570558631,Negative,Budgeting Tools,,Medium,47.92649057,625.9161992,490414,14.73819207,2023-05-29,Credit,2023-04-27 00:00:00,0.706950512,9.667519595,18.92743623,0.006614394,82543.87819
3489,42,F,West Pennyside,Medium,Scientific laboratory technician,High School,Divorced,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,92,7,FALSE,TRUE,0.120611183,6,6,139,378.3929828,52542,2021-04-21,2023-03-27,2.062754533,3.475161182,4.97744584,3,-89,2021-04-17,3,0.837120961,4.689383791,Neutral,Mobile Deposit,App Issues,High,52.59892712,853.4598412,174387,21.00002827,2022-09-28,Transfer,2021-04-21 00:00:00,0.244998918,3.988893046,18.37918578,0.260644602,25923.08622
3490,71,Other,Stephaniemouth,High,Archaeologist,Master,Married,7,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,20,4,FALSE,TRUE,0.680438239,19,9,321,793.0106734,254553,2021-11-05,2022-09-23,3.869337528,4.83600177,3.571003707,7,-80,2022-05-05,2,0.609987727,1.096085104,Neutral,,Fees,Low,19.5537268,448.4577831,368631,7.684665287,2022-04-14,Credit,2021-11-05 00:00:00,0.880153269,8.273769454,8.862524348,0.727569295,37940.48235
3491,45,Other,West Katie,Medium,"Social research officer, government",High School,Divorced,6,Branch,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,41,1,FALSE,FALSE,0.46444779,14,8,923,335.5728271,309205,2021-10-09,2021-01-14,3.082823167,4.929137518,2.851499195,10,-80,2022-09-20,4,0.556428287,4.473068027,Positive,International Transfers,App Issues,Medium,71.87328505,47.23522793,353226,8.894106938,2022-07-23,Debit,2021-10-09 00:00:00,0.928861644,8.29518479,3.578659323,0.734427007,50876.32981
3492,73,M,Jordanfort,Low,"Research officer, government",Master,Single,4,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,4,FALSE,FALSE,0.59498791,16,2,926,224.9884619,207424,2022-02-15,2021-12-11,3.249425364,4.379252783,1.031276721,8,37,2022-06-23,8,0.952215528,1.308213694,Neutral,Investment Analytics,Transaction Delays,Medium,90.5530252,519.2785478,918134,27.14746704,2023-06-21,Debit,2022-02-15 00:00:00,0.670585463,3.063016754,4.334098246,1.09137E-05,83871.66747
3493,82,M,East Crystal,Premium,"Therapist, music",High School,Divorced,6,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,95,4,TRUE,FALSE,0.846198835,11,8,505,912.5058221,460560,2022-12-03,2023-10-05,1.515596667,4.657501305,3.407655236,8,36,2023-07-09,9,0.678113194,3.176676278,Neutral,Mobile Deposit,Fees,High,7.744712452,752.0013762,393496,22.24333418,2023-02-04,Debit,2022-12-03 00:00:00,0.009487796,5.684098799,12.11782442,0.13755359,85244.89422
3494,58,Other,Port Christine,Medium,Waste management officer,High School,Widowed,2,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,47,3,TRUE,FALSE,0.356320518,3,6,686,665.6689806,456190,2023-04-19,2021-01-04,2.142989636,1.543844419,1.357768884,9,39,2023-06-06,7,0.824822328,4.992491,Negative,Mobile Deposit,Transaction Delays,High,30.18930276,458.47017,433669,10.65830863,2023-07-26,Debit,2023-04-19 00:00:00,0.890019581,6.48112294,0.662529326,0.065774852,18510.42728
3495,68,M,East Dannyton,Medium,Chief Technology Officer,Bachelor,Widowed,4,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,45,8,FALSE,TRUE,0.49716795,16,7,282,975.9043832,274950,2023-07-27,2021-07-18,2.477666925,2.115093462,4.616202705,2,-69,2022-11-23,0,0.908479877,1.829085347,Neutral,Budgeting Tools,Customer Service,Medium,13.80149342,363.4360855,678671,21.63126535,2023-08-01,Credit,2023-07-27 00:00:00,0.151570097,1.15581604,6.001703405,0.250697493,19766.41242
3496,46,Other,Lake William,High,Writer,Bachelor,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,91,7,TRUE,FALSE,0.555690552,8,2,668,565.2284244,377420,2021-10-21,2021-05-24,4.879886659,4.815934068,1.458630585,10,-83,2021-03-24,7,0.834329056,2.70698323,Positive,International Transfers,Customer Service,Low,4.841853268,815.7590386,759405,0.77840429,2022-01-18,Transfer,2021-10-21 00:00:00,0.506820098,3.268498376,10.74306763,0.263484701,4472.54285
3497,36,Other,Rileyton,Low,Orthoptist,Master,Married,5,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,77,3,TRUE,TRUE,0.280174854,5,4,361,545.4802368,196745,2022-10-10,2023-05-06,1.16584539,1.521082424,1.397216976,8,-51,2022-07-13,10,0.994335501,2.801836862,Neutral,Investment Analytics,Customer Service,Medium,9.724773235,240.1812075,648124,10.6244433,2023-07-11,Credit,2022-10-10 00:00:00,0.080064506,0.238945087,5.1702226,0.288080958,47893.35816
3498,83,F,North Stephanie,Premium,Data scientist,PhD,Divorced,7,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,4,TRUE,FALSE,0.274835724,17,6,672,972.2435654,653184,2022-01-05,2023-12-12,4.421060256,4.498435648,3.88025933,6,66,2023-07-28,4,0.78716249,3.694429188,Negative,Mobile Deposit,Transaction Delays,High,35.47188996,65.2846506,625727,4.276961064,2022-05-01,Credit,2022-01-05 00:00:00,0.680933985,8.179545201,1.583978909,0.746875258,15344.73092
3499,58,M,Theresatown,Medium,Film/video editor,Bachelor,Married,3,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,51,8,FALSE,TRUE,0.526222486,16,7,202,614.5569336,124028,2021-06-15,2023-05-04,1.500864425,2.756844391,1.611600062,4,96,2021-06-14,8,0.780120933,2.250485453,Positive,Mobile Deposit,Customer Service,Low,55.44848939,937.2962892,11743,8.71207117,2022-09-15,Transfer,2021-06-15 00:00:00,0.46536589,9.489294295,0.847907197,0.191299165,67158.81243
3500,62,Other,Amberton,Medium,Insurance risk surveyor,High School,Divorced,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,3,FALSE,TRUE,0.257163148,2,5,12,519.5862517,6228,2023-09-26,2022-08-14,4.950958977,4.899905911,3.344338594,4,32,2022-11-13,16,0.808189748,4.298809831,Neutral,Budgeting Tools,,High,5.085680625,517.6467211,231529,16.94180523,2023-12-24,Credit,2023-09-26 00:00:00,0.965954619,7.273355923,1.309269574,0.302653124,37944.87758
3501,32,M,West Daniel,Low,Chartered accountant,Master,Single,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,97,5,FALSE,FALSE,0.861202333,16,5,245,246.3326781,60270,2022-11-13,2023-06-02,1.771778302,3.866167157,4.182622675,9,-30,2021-03-06,0,0.766772281,1.842037299,Positive,International Transfers,Fees,Medium,33.25122991,219.8772448,30690,19.33267795,2023-09-07,Transfer,2022-11-13 00:00:00,0.34841963,8.203392513,5.788464219,0.332641528,18882.39894
3502,20,F,Wilsonland,Medium,Tourist information centre manager,Master,Divorced,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,5,FALSE,FALSE,0.994875163,16,4,252,389.1075123,98028,2021-12-29,2021-12-16,2.156417692,2.348156495,1.008990881,4,83,2021-09-25,16,0.888553211,4.983258579,Negative,Investment Analytics,Transaction Delays,Low,57.09406317,962.8800381,117280,28.93251981,2023-02-12,Credit,2021-12-29 00:00:00,0.029581382,4.379999294,3.273165162,0.089214186,2472.097781
3503,28,F,East Mark,High,"Teacher, English as a foreign language",Master,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,96,5,TRUE,FALSE,0.210852179,12,3,375,566.453769,212250,2022-10-04,2021-12-28,4.317785046,1.472273353,1.609590884,2,-23,2021-01-22,5,0.968920115,4.363305701,Positive,Mobile Deposit,Customer Service,High,54.28614061,956.7021739,256798,18.26354519,2023-09-02,Transfer,2022-10-04 00:00:00,0.995959942,3.546834045,5.659115188,0.963783443,15749.58551
3504,70,M,Mariachester,High,Museum/gallery conservator,High School,Divorced,1,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,96,5,FALSE,FALSE,0.575258389,14,6,484,568.6431387,274912,2021-04-29,2023-02-07,2.432036937,1.955524276,1.712354369,5,4,2021-02-09,13,0.952732411,1.135324317,Neutral,,Customer Service,High,95.71213343,824.6396276,379214,8.860788297,2021-06-22,Transfer,2021-04-29 00:00:00,0.102092949,9.217949564,10.43035935,0.007518602,33682.6027
3505,63,M,Lake Ronaldport,Premium,General practice doctor,Bachelor,Divorced,6,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,25,9,TRUE,TRUE,0.145378044,11,9,86,460.9070088,39560,2021-01-10,2022-01-17,3.593071097,3.81688307,3.21625096,2,-79,2022-09-12,13,0.747048199,3.802291611,Positive,International Transfers,,High,81.46288995,638.8752742,770954,23.51403393,2023-09-20,Credit,2021-01-10 00:00:00,0.635123888,1.618460068,15.67517029,0.960517452,64705.38688
3506,47,Other,North Mark,Medium,English as a second language teacher,PhD,Single,3,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,38,5,FALSE,FALSE,0.185571308,13,4,656,692.5389403,453952,2023-07-15,2021-10-03,3.336340156,2.284298383,4.193530548,5,6,2023-02-19,4,0.963694738,1.60358736,Positive,International Transfers,Fees,Medium,95.77009741,676.6219945,343509,11.65895999,2023-10-08,Credit,2023-07-15 00:00:00,0.487882032,4.390106205,16.06205259,0.114984988,66246.66713
3507,74,F,Matthewchester,High,"Engineer, control and instrumentation",Master,Married,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,70,9,FALSE,FALSE,0.765968983,14,7,767,165.3485817,126555,2022-07-15,2022-02-10,3.74515939,4.796405947,4.441352209,7,-70,2022-02-13,16,0.572272949,4.253516959,Positive,Mobile Deposit,App Issues,Low,36.50613272,768.5781278,896853,3.616963112,2023-10-16,Debit,2022-07-15 00:00:00,0.086999746,0.806793139,4.548831963,0.330220908,32549.55015
3508,35,F,Thomasport,Medium,"Surveyor, minerals",High School,Widowed,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,62,9,FALSE,FALSE,0.199680107,13,0,978,868.8057959,848904,2022-03-05,2023-09-24,4.293512099,3.139231836,1.25122144,2,-83,2023-08-21,3,0.777767725,2.514475988,Positive,Mobile Deposit,App Issues,High,51.19810846,22.89073991,600444,18.20430869,2023-08-25,Debit,2022-03-05 00:00:00,0.687800248,7.905252347,14.66863147,0.538969561,53355.98738
3509,68,F,East Michealport,High,Lexicographer,Bachelor,Divorced,1,Online,New,FALSE,FALSE,FALSE,TRUE,FALSE,1,88,4,TRUE,FALSE,0.749001177,3,7,583,740.0093446,431420,2021-12-12,2022-01-08,2.197425075,3.098713285,3.03389513,9,-93,2023-02-18,8,0.754289248,2.021742817,Negative,Investment Analytics,Transaction Delays,Low,64.01003112,431.7776209,541076,16.35504543,2023-08-31,Debit,2021-12-12 00:00:00,0.019446439,3.24619735,16.4608369,0.991603322,23963.74898
3510,65,M,New Anthony,High,Film/video editor,Bachelor,Widowed,2,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,50,9,FALSE,FALSE,0.404028719,15,4,692,825.836831,570900,2021-11-21,2023-10-27,4.495289689,4.228602267,4.478587495,1,60,2023-03-07,6,0.605670608,1.373582694,Positive,Mobile Deposit,App Issues,Low,83.35092825,422.4828239,842807,0.871561225,2023-12-07,Debit,2021-11-21 00:00:00,0.746969923,6.351060208,2.224371508,0.694954606,20700.24552
3511,83,Other,Port Lawrence,Medium,Contractor,PhD,Widowed,2,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,29,2,TRUE,FALSE,0.479459354,7,3,100,45.01326795,4500,2023-09-30,2021-08-14,4.900258677,4.188992856,1.284484127,10,8,2021-03-15,4,0.991552142,2.08778299,Negative,Investment Analytics,Customer Service,Low,4.157822349,532.1078569,935884,5.763814924,2023-12-05,Credit,2023-09-30 00:00:00,0.439988212,8.106467938,11.49102279,0.589270149,83728.3794
3512,25,M,Shelbyfurt,Medium,Herbalist,Master,Widowed,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,3,FALSE,TRUE,0.259411699,10,5,898,784.3514608,704032,2021-06-30,2023-07-12,3.690881954,3.748130147,1.10373133,9,42,2022-07-08,13,0.979251453,1.228941418,Negative,,Transaction Delays,High,57.28757596,306.4581378,976584,4.285187159,2023-05-02,Credit,2021-06-30 00:00:00,0.655984609,2.348009798,8.006090118,0.451039248,36316.95931
3513,39,M,Lake Jessicafurt,Medium,Psychiatrist,High School,Widowed,6,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,32,1,TRUE,TRUE,0.548981282,4,6,713,742.2548557,529046,2021-09-23,2022-03-12,3.264417126,4.808353883,1.188063158,4,-94,2023-02-08,19,0.500898306,4.960336271,Neutral,Budgeting Tools,Customer Service,Medium,54.53775106,208.3132291,171491,13.02919005,2022-06-08,Debit,2021-09-23 00:00:00,0.635091362,9.626694605,6.414515735,0.891086096,61760.98616
3514,23,M,North Susanbury,Medium,"Embryologist, clinical",Bachelor,Divorced,3,Branch,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,49,7,FALSE,TRUE,0.331554918,2,2,236,30.08135302,7080,2023-06-08,2022-01-16,4.933775452,3.319095922,4.725734098,3,62,2022-11-19,12,0.768863207,2.053046206,Neutral,Mobile Deposit,Transaction Delays,High,25.71514835,89.61061092,989399,29.8463763,2023-11-02,Credit,2023-06-08 00:00:00,0.803200521,6.642961411,1.871042809,0.539735613,67688.83403
3515,74,Other,Ryanville,Premium,Medical secretary,High School,Widowed,7,Referral,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,62,9,TRUE,FALSE,0.174566144,19,3,862,456.3277797,393072,2023-05-30,2022-02-16,1.366544552,4.601952735,2.596800104,10,-65,2023-01-22,16,0.576129571,2.204832101,Positive,Mobile Deposit,Customer Service,High,11.17075662,203.0281935,239426,22.65975883,2023-09-29,Debit,2023-05-30 00:00:00,0.443076813,6.98149201,11.01572094,0.176200238,48017.01076
3516,53,M,New Thomashaven,Medium,Barista,Bachelor,Divorced,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,3,FALSE,TRUE,0.139073056,9,6,156,311.6789519,48516,2023-04-07,2021-05-01,2.538447607,2.881712052,1.240983183,3,-61,2023-11-16,1,0.669840197,2.413073547,Positive,Investment Analytics,Transaction Delays,Medium,39.03679637,691.9296289,941094,9.308996372,2023-08-30,Credit,2023-04-07 00:00:00,0.377292167,9.292368191,8.620232646,0.259493873,82573.22962
3517,74,F,Stewartborough,Low,Medical sales representative,Master,Single,7,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,27,8,FALSE,FALSE,0.999656962,4,6,190,263.0947412,49970,2023-05-29,2022-01-10,1.944205863,4.047868696,4.984110533,9,-24,2023-05-20,1,0.665923231,2.698666481,Neutral,Budgeting Tools,Fees,Low,79.06258437,498.516406,516617,28.52284125,2023-10-24,Debit,2023-05-29 00:00:00,0.623175312,6.661669922,3.926743179,0.649730095,61884.98456
3518,66,F,Rhondamouth,Low,Ship broker,Master,Married,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,1,FALSE,TRUE,0.345632978,8,2,669,165.4617829,110385,2023-09-05,2022-01-28,1.326918777,1.936349745,4.817315524,7,68,2023-04-14,5,0.672146531,2.331133863,Neutral,Mobile Deposit,,High,67.7286622,930.9792744,413972,15.9377948,2023-11-22,Debit,2023-09-05 00:00:00,0.874822675,3.972801012,11.53185165,0.435716882,36633.07029
3519,62,F,Port Katrina,High,Fashion designer,PhD,Married,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,73,6,FALSE,TRUE,0.804924733,2,8,767,260.807427,199420,2023-02-25,2022-06-16,4.458754484,4.401904581,2.671479706,2,-90,2022-12-02,6,0.787576709,3.33174229,Negative,,App Issues,High,15.56296414,215.4898313,573874,25.3106756,2023-10-12,Credit,2023-02-25 00:00:00,0.305053737,4.623069804,8.603020688,0.928038566,9257.109664
3520,83,Other,Jerrymouth,Medium,Equality and diversity officer,Bachelor,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,6,FALSE,FALSE,0.341385103,4,2,211,764.5018543,161204,2021-01-10,2023-04-18,2.372023674,2.411131779,1.412809887,3,23,2021-09-29,15,0.757239605,3.440474845,Neutral,,,Medium,41.93751945,416.9527905,317524,29.53756194,2021-05-06,Credit,2021-01-10 00:00:00,0.855576424,7.498984201,17.74868637,0.413621625,3323.526311
3521,62,M,Lake Johnchester,Medium,Financial trader,High School,Divorced,7,Marketing,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,65,5,FALSE,TRUE,0.622959263,15,7,502,908.741348,455816,2021-03-19,2023-06-22,1.552202046,3.903886572,3.973766711,1,13,2022-12-11,2,0.732115382,1.181437255,Positive,Budgeting Tools,App Issues,High,19.07234015,280.7943798,916044,24.27311632,2022-02-05,Credit,2021-03-19 00:00:00,0.915338352,0.000182744,16.22244333,0.711757671,81329.99405
3522,37,Other,Christopherside,Medium,Gaffer,Bachelor,Married,6,Online,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,42,4,TRUE,FALSE,0.841162473,12,7,378,357.5789373,134946,2023-12-30,2021-08-12,2.531849998,2.28955669,1.239869551,5,-1,2022-06-20,19,0.761066761,3.250839714,Negative,,Transaction Delays,High,10.33025558,110.4252198,708173,24.84556081,2023-12-30,Credit,2023-12-30 00:00:00,0.046434968,8.219668644,14.02065555,0.898188436,20154.28988
3523,81,M,West Denisebury,High,"Engineer, electrical",High School,Widowed,2,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,77,3,TRUE,FALSE,0.696034065,10,2,988,292.5374814,288496,2022-02-13,2021-12-07,2.519232569,4.81292839,3.510918707,5,-14,2022-01-31,13,0.799099499,4.486606083,Neutral,Budgeting Tools,Transaction Delays,Low,21.10421668,70.69058472,493613,28.50700517,2022-07-01,Credit,2022-02-13 00:00:00,0.305110995,4.770863008,1.478912865,0.167686155,28370.78492
3524,84,F,Hartmanbury,Medium,Animal nutritionist,PhD,Divorced,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,12,4,FALSE,TRUE,0.069076202,16,6,873,300.2375453,261900,2023-02-04,2021-06-13,1.504643929,1.762815052,4.046522933,9,78,2023-09-29,11,0.626117391,1.626583164,Positive,Budgeting Tools,Fees,High,73.37325847,739.3812728,25065,6.484467917,2023-03-30,Debit,2023-02-04 00:00:00,0.407895869,4.639670972,3.584080347,0.531055683,79830.24982
3525,20,M,New John,High,Financial adviser,Bachelor,Widowed,3,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,0,7,TRUE,TRUE,0.192775952,3,2,824,538.9672313,443312,2021-01-29,2022-08-24,3.128968495,3.108288988,1.85000764,10,50,2022-07-31,17,0.907648634,2.321432748,Positive,International Transfers,Customer Service,Medium,61.7224968,984.2581817,920792,25.4930431,2023-10-30,Credit,2021-01-29 00:00:00,0.128558191,3.759528607,14.97645993,0.540044702,33718.98372
3526,71,M,Craigberg,Medium,Careers adviser,Master,Divorced,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,31,7,TRUE,TRUE,0.873583514,16,1,537,55.16271521,29535,2022-10-22,2021-06-25,1.408601871,2.578241858,4.773692402,3,73,2022-07-01,19,0.776151797,3.428606799,Positive,International Transfers,Transaction Delays,Medium,13.9834361,495.462425,760680,5.153888966,2022-12-24,Credit,2022-10-22 00:00:00,0.993493995,4.446488065,14.82468469,0.175261446,74179.63577
3527,81,M,Lauramouth,Medium,Careers information officer,High School,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,88,3,FALSE,TRUE,0.471223179,0,6,861,578.8887953,497658,2023-12-24,2023-02-13,1.809992551,3.139216364,4.983147953,6,12,2021-06-20,17,0.631808418,3.499622662,Neutral,,App Issues,High,75.01316898,22.86747987,382564,16.67174629,2023-12-25,Credit,2023-12-24 00:00:00,0.332133454,5.019363159,7.690063308,0.793423844,66411.26541
3528,57,Other,Davidchester,Low,Medical secretary,Master,Single,7,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,9,3,TRUE,TRUE,0.598469633,5,7,471,920.9641478,433320,2022-01-26,2021-09-13,3.892423901,1.92285595,2.435195836,9,31,2023-07-11,13,0.58587049,1.295919713,Positive,,Transaction Delays,Medium,59.98728274,880.8613787,620877,3.198122501,2022-11-07,Debit,2022-01-26 00:00:00,0.583401005,4.901889068,12.25439302,0.027870866,36166.15006
3529,76,M,Wagnerberg,Low,Seismic interpreter,PhD,Single,2,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,14,3,FALSE,FALSE,0.024452827,0,8,714,497.5334112,354858,2021-02-06,2022-07-21,2.214759979,3.014715945,4.854692534,3,-59,2021-06-23,1,0.882872455,2.70469449,Neutral,Investment Analytics,,Medium,75.80066628,136.3201355,417859,10.0477875,2023-05-25,Debit,2021-02-06 00:00:00,0.839006465,5.234413517,10.73839338,0.368923631,84220.29809
3530,72,M,Chenborough,Medium,Restaurant manager,PhD,Married,6,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,92,5,FALSE,TRUE,0.487316649,19,0,41,404.4965989,16564,2021-01-09,2021-05-12,3.580537186,1.527400815,1.926667617,7,7,2022-10-15,9,0.76297015,1.15111215,Negative,Investment Analytics,Customer Service,High,20.82976637,141.3216055,343924,4.398321894,2022-11-27,Credit,2021-01-09 00:00:00,0.613978911,0.949836092,13.49570345,0.303235882,84548.73945
3531,79,M,South Alexis,Medium,"Optician, dispensing",High School,Single,1,Marketing,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,16,1,TRUE,FALSE,0.430856461,6,8,645,49.32058626,31605,2022-05-25,2022-12-02,1.842692764,1.924359788,4.208211138,2,-67,2023-11-09,18,0.592439636,4.713259283,Neutral,,,High,17.98978279,85.2928096,31208,24.99375248,2023-07-26,Credit,2022-05-25 00:00:00,0.528038589,1.474193445,14.28095824,0.300309033,57269.00942
3532,21,Other,South Joseside,High,Air broker,Bachelor,Single,2,Referral,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,62,7,FALSE,FALSE,0.686196023,10,1,958,552.2325626,528816,2022-04-09,2021-03-02,3.116644911,3.687750752,3.963420375,6,73,2021-08-21,6,0.919184599,3.707899907,Positive,,Fees,Low,47.58525534,78.21940882,903631,18.3120913,2023-04-08,Transfer,2022-04-09 00:00:00,0.89986821,1.742429504,14.26511708,0.006803139,11423.07485
3533,77,Other,Newtonberg,Low,Midwife,Master,Married,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,53,8,TRUE,FALSE,0.274447409,9,2,759,145.0309329,110055,2022-12-07,2022-04-26,1.412117868,2.875337822,1.165337073,7,34,2021-02-17,10,0.850430315,1.399287458,Neutral,,Fees,High,6.25501765,722.8761648,30341,5.933783243,2023-08-28,Transfer,2022-12-07 00:00:00,0.61235616,5.512973335,16.7449516,0.864039108,7588.399819
3534,47,Other,Port Ryanburgh,Low,"Geologist, engineering",Master,Widowed,3,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,22,7,FALSE,TRUE,0.743890905,17,7,629,466.9643413,293114,2022-10-02,2023-09-06,1.172843063,2.98762359,2.036943664,8,-64,2021-09-21,7,0.663633306,3.611181114,Negative,International Transfers,App Issues,Medium,70.04263105,234.2995006,82233,25.65053766,2023-10-14,Credit,2022-10-02 00:00:00,0.803197666,8.067913699,3.112609362,0.246438673,69391.29396
3535,19,M,East Zacharyhaven,High,Merchant navy officer,High School,Single,6,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,70,8,TRUE,TRUE,0.67089586,9,1,481,315.8470317,151515,2021-09-22,2023-09-21,3.200406321,4.726685775,2.538632302,2,-81,2021-08-08,7,0.638818658,1.394819092,Positive,Investment Analytics,Transaction Delays,Medium,61.25104899,297.3855651,998731,19.27039052,2021-12-28,Debit,2021-09-22 00:00:00,0.662225462,4.686176771,19.82627785,0.628287707,79489.13584
3536,79,F,Strongstad,Medium,"Psychologist, sport and exercise",High School,Widowed,6,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,49,9,FALSE,TRUE,0.509711695,18,6,240,268.234865,64320,2021-07-30,2021-07-26,4.11319595,1.86016599,1.058518366,1,56,2022-05-13,3,0.61013267,1.225211735,Positive,Budgeting Tools,,Low,21.79573438,445.2560793,540908,2.304570045,2023-02-16,Transfer,2021-07-30 00:00:00,0.178924685,7.356719892,12.33627217,0.615769629,54638.62028
3537,66,F,South Heidi,High,Newspaper journalist,High School,Married,4,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,58,4,FALSE,FALSE,0.375650918,1,7,446,957.9490632,426822,2023-02-25,2021-01-20,3.81451704,3.207026262,4.790231266,8,63,2021-06-02,11,0.535720172,1.861079372,Neutral,International Transfers,Fees,Medium,81.49595597,292.357537,194209,9.492822818,2023-11-25,Transfer,2023-02-25 00:00:00,0.693946251,2.044791447,8.021869751,0.170507922,12758.02802
3538,26,F,Lake Kelly,High,"Surveyor, rural practice",PhD,Divorced,1,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,3,TRUE,TRUE,0.301991554,0,9,119,789.8146945,93891,2023-10-28,2021-05-06,4.091787848,3.126095247,1.850456773,7,98,2021-12-29,5,0.972141326,4.891657566,Neutral,,Fees,Medium,60.25405617,272.1276436,553727,3.960576946,2023-11-10,Credit,2023-10-28 00:00:00,0.784659417,0.189709126,13.09164431,0.452235722,8143.883958
3539,48,M,Phyllismouth,Medium,Geophysical data processor,PhD,Widowed,2,Referral,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,5,7,TRUE,TRUE,0.535099528,13,4,636,128.3293961,81408,2022-09-19,2022-06-29,2.938724833,2.780704863,4.700838688,8,83,2023-02-04,11,0.978601901,3.316537112,Negative,Budgeting Tools,App Issues,Medium,17.56144784,263.5635473,875124,2.751934476,2023-12-19,Transfer,2022-09-19 00:00:00,0.839463271,9.337082502,8.736938369,0.280511289,49913.06948
3540,78,F,Lake Brandonstad,High,Restaurant manager,Master,Married,1,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,65,9,FALSE,TRUE,0.576823918,11,2,361,323.0914384,116603,2021-12-09,2021-01-15,3.78610405,4.320070116,2.759635964,3,-96,2021-05-14,16,0.702243995,2.301693616,Negative,Budgeting Tools,Transaction Delays,Low,47.35149409,556.0624917,418489,20.42494362,2021-12-18,Debit,2021-12-09 00:00:00,0.009908874,6.028984713,5.729736749,0.613294817,69319.34917
3541,65,F,Lozanomouth,Medium,Lawyer,Bachelor,Widowed,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,31,9,FALSE,FALSE,0.448132066,14,8,645,706.3271893,455370,2021-05-14,2021-03-27,1.326381811,3.267463896,1.509599117,7,-44,2021-11-12,12,0.546682095,1.262637462,Positive,Investment Analytics,Customer Service,High,59.94497643,350.4595057,939185,3.908055597,2022-07-31,Credit,2021-05-14 00:00:00,0.389802811,1.8484753,16.14289376,0.509323541,17905.51283
3542,42,F,Robertsfort,Medium,Professor Emeritus,High School,Married,3,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,52,8,FALSE,FALSE,0.320574468,18,7,68,825.3232538,56100,2021-04-04,2021-07-18,4.340411623,4.281680249,2.712947009,7,-86,2022-05-01,5,0.670419999,1.062397307,Neutral,Mobile Deposit,Transaction Delays,Low,61.84433134,710.6369882,71294,4.4206038,2021-06-21,Transfer,2021-04-04 00:00:00,0.43355972,7.166128817,1.862935605,0.014249952,75542.73241
3543,53,M,Lake Isaac,Medium,Operational investment banker,PhD,Married,7,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,68,3,FALSE,TRUE,0.879900391,16,2,421,531.2436051,223551,2022-09-03,2022-03-09,2.355746151,4.440105872,3.45239069,4,91,2021-06-28,1,0.680001112,4.576777362,Positive,Investment Analytics,Fees,Medium,25.29215673,395.5136965,329015,23.3947479,2023-05-13,Debit,2022-09-03 00:00:00,0.103998755,8.673288555,3.274705562,0.277946408,74670.85093
3544,25,F,East Paulashire,Medium,Theatre director,Bachelor,Divorced,6,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,82,6,TRUE,TRUE,0.310212928,17,7,126,901.296539,113526,2022-08-19,2023-12-06,4.495615984,1.284931533,2.898603648,9,17,2021-06-04,5,0.629818897,2.921558499,Negative,Mobile Deposit,Customer Service,Medium,34.29341524,384.163392,948812,27.67297911,2022-12-05,Credit,2022-08-19 00:00:00,0.267279554,2.696465067,5.771096019,0.407461111,75540.74405
3545,75,F,Emilymouth,Medium,"Geologist, wellsite",High School,Widowed,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,2,TRUE,TRUE,0.6721659,8,2,324,367.9643245,118908,2023-07-23,2021-01-15,3.311676747,4.751328203,2.271427198,5,8,2021-01-20,2,0.550174044,1.364900151,Positive,,Transaction Delays,Low,10.47770097,884.1681393,648008,7.895019242,2023-12-31,Credit,2023-07-23 00:00:00,0.9535802,3.870087635,0.636336879,0.864852274,8803.093416
3546,62,M,Floresburgh,Medium,Legal executive,Bachelor,Divorced,2,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,6,TRUE,FALSE,0.904825472,0,5,729,85.36824243,61965,2023-12-02,2023-02-09,1.400065798,4.052509647,4.257823197,8,-56,2021-01-28,8,0.550771027,3.180769881,Positive,,Customer Service,Low,35.18448244,337.891605,982305,28.4580232,2023-12-27,Transfer,2023-12-02 00:00:00,0.119834142,0.767797655,13.43275993,0.812767274,5283.547043
3547,79,Other,Shirleyville,Medium,"Engineer, communications",High School,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,5,FALSE,TRUE,0.646849713,0,0,32,942.099927,30144,2023-12-10,2023-12-02,2.675329045,2.937318438,4.823734668,10,-47,2022-11-30,19,0.96929961,1.260903812,Neutral,International Transfers,App Issues,High,36.61336897,849.6411002,474550,8.408910043,2023-12-31,Transfer,2023-12-10 00:00:00,0.29581777,7.252583475,11.34550798,0.904942986,82929.74976
3548,56,F,West Trevor,Low,Media planner,Bachelor,Widowed,1,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,39,4,TRUE,FALSE,0.36592311,8,3,782,419.6159817,327658,2022-11-23,2022-06-29,4.218213843,4.279793257,1.381041643,5,-99,2021-05-25,19,0.897294204,2.62120037,Positive,Investment Analytics,Customer Service,Medium,40.98581266,798.477297,539504,10.92867494,2023-11-19,Credit,2022-11-23 00:00:00,0.894906108,7.244582607,17.19199707,0.594066786,31180.89843
3549,75,Other,New Zacharyhaven,Low,Film/video editor,Master,Widowed,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,67,3,TRUE,FALSE,0.297207888,18,7,475,32.84909431,15200,2023-06-08,2023-09-23,1.970291562,1.919539386,3.197406003,2,83,2021-11-16,0,0.616592552,4.643118451,Neutral,International Transfers,Customer Service,Medium,9.660738197,714.8677138,720991,19.52420747,2023-08-27,Debit,2023-06-08 00:00:00,0.972803727,5.479637071,11.14224625,0.314476753,63393.9747
3550,81,F,Mitchellfurt,Low,Press sub,High School,Married,3,Online,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,3,8,FALSE,FALSE,0.853401745,5,5,346,722.0079365,249812,2021-10-02,2023-08-28,1.728903936,4.277644239,2.273338342,2,67,2023-08-02,14,0.856630522,4.70494752,Positive,Budgeting Tools,Transaction Delays,Medium,79.25885147,314.8416473,675352,22.22834453,2022-11-22,Debit,2021-10-02 00:00:00,0.685359981,3.831562979,1.518312188,0.38430771,35775.67492
3551,61,M,Katherineberg,Low,Metallurgist,High School,Widowed,1,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,74,6,TRUE,FALSE,0.489956391,18,4,191,259.2640402,49469,2022-12-03,2022-11-22,1.069195944,3.225195151,3.987112572,10,28,2022-11-09,0,0.528236368,4.809684446,Negative,,Fees,High,47.15208888,530.0672522,809904,29.62247649,2023-04-06,Credit,2022-12-03 00:00:00,0.342524844,6.912074777,2.107258492,0.271448321,627.7749045
3552,46,Other,Port Sierraborough,Medium,"Surveyor, rural practice",Master,Married,2,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,45,9,FALSE,FALSE,0.593367962,17,5,124,100.1053199,12400,2023-10-01,2023-05-30,3.75370465,2.776923946,3.539269981,5,-85,2021-08-05,12,0.626676447,1.570939383,Neutral,Mobile Deposit,Customer Service,High,48.99905639,60.87930108,175399,23.09624228,2023-10-13,Transfer,2023-10-01 00:00:00,0.872235953,9.980354905,16.92795623,0.258680518,2217.668976
3553,76,Other,Stoneshire,Medium,Public house manager,High School,Married,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,19,3,TRUE,FALSE,0.596299806,2,6,456,845.6248646,385320,2023-01-06,2022-11-21,2.501785059,3.283632073,1.110737611,4,-95,2021-09-07,2,0.844737997,1.733447549,Negative,International Transfers,,Medium,16.4052927,47.0632569,678408,13.21013638,2023-08-02,Debit,2023-01-06 00:00:00,0.788049961,4.038312924,11.8366211,0.713451006,88278.84621
3554,26,Other,Coryport,Low,Geoscientist,High School,Married,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,13,5,FALSE,TRUE,0.533801731,3,0,286,250.1465031,71500,2022-01-21,2023-01-30,1.700349515,3.866108691,3.540584039,9,-29,2021-04-26,0,0.812235829,4.403888557,Positive,Mobile Deposit,App Issues,Low,96.7527975,159.8043222,555759,3.242229909,2022-08-13,Transfer,2022-01-21 00:00:00,0.842084739,6.932258609,10.84058618,0.73146245,36774.5524
3555,23,Other,North Keith,High,"Nurse, learning disability",PhD,Married,3,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,98,4,FALSE,FALSE,0.931326326,10,2,205,547.9379672,112135,2021-12-04,2022-12-04,3.403509125,2.109415398,3.897317309,5,3,2021-10-12,19,0.812473494,1.410073736,Neutral,Mobile Deposit,,High,21.19369191,492.2831683,550069,18.7823584,2022-03-10,Credit,2021-12-04 00:00:00,0.565514734,8.159734011,16.90660913,0.386143923,81068.37445
3556,46,F,Gonzalesburgh,High,Nature conservation officer,Master,Married,6,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,13,6,TRUE,FALSE,0.931034176,16,0,480,616.142909,295680,2023-04-07,2022-10-08,1.575036905,1.389939652,4.082552682,2,74,2022-02-13,7,0.687048467,1.049563234,Positive,Budgeting Tools,Fees,High,17.90063612,827.258357,221457,25.25015446,2023-07-02,Transfer,2023-04-07 00:00:00,0.028278679,9.418230429,11.07129639,0.407862796,56218.89787
3557,75,F,Sheilaview,Medium,"Therapist, music",PhD,Married,6,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,48,2,FALSE,FALSE,0.04042149,2,8,245,945.5635722,231525,2021-02-09,2022-05-06,3.898569148,4.627225443,4.563788921,7,-25,2021-06-16,11,0.661187553,3.796262426,Positive,Budgeting Tools,Customer Service,Medium,86.57751425,644.5036033,374402,24.96481803,2023-09-11,Transfer,2021-02-09 00:00:00,0.315439628,5.62925887,6.012098298,0.594526054,26724.29877
3558,34,Other,East Elizabethberg,High,Retail buyer,Master,Widowed,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,2,6,FALSE,TRUE,0.505666051,1,3,683,402.5218492,274566,2022-04-13,2023-01-10,3.332941872,4.802091829,4.781285996,9,33,2022-01-16,5,0.697083193,2.774381829,Neutral,Mobile Deposit,Customer Service,High,90.22111917,433.5699704,11808,21.51436649,2023-04-23,Transfer,2022-04-13 00:00:00,0.929636372,6.618604264,19.57690975,0.542886814,14569.99977
3559,33,F,East Andreahaven,Medium,Museum/gallery exhibitions officer,Bachelor,Widowed,4,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,3,FALSE,FALSE,0.565567676,3,1,181,506.3928373,91586,2022-04-05,2023-03-28,1.988774811,3.498737859,2.067311849,1,75,2021-07-07,17,0.643063923,4.214296977,Negative,International Transfers,App Issues,Medium,18.79993798,455.7005034,42782,22.69537648,2023-03-31,Credit,2022-04-05 00:00:00,0.357177065,2.27172099,17.02984489,0.446366824,93785.95736
3560,20,Other,North Carmen,Low,Bonds trader,Master,Single,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,8,TRUE,FALSE,0.925558466,10,4,821,308.6714755,252868,2021-09-26,2023-02-15,4.497540343,3.042603256,3.645791165,6,-99,2021-07-07,8,0.54249087,1.620295286,Positive,Budgeting Tools,Transaction Delays,Low,79.69121231,991.2237833,670391,3.894931494,2022-12-29,Debit,2021-09-26 00:00:00,0.483364487,0.895222009,6.351450781,0.153363259,35615.45433
3561,38,Other,New Amandaborough,Premium,Plant breeder/geneticist,Master,Widowed,5,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,60,6,TRUE,FALSE,0.069657661,2,1,285,471.7534067,134235,2022-03-09,2021-04-28,3.236161116,1.215666529,3.227683014,8,88,2021-01-08,3,0.600649783,2.74789735,Negative,,Fees,Low,4.769614594,394.3007727,319168,3.784957712,2022-09-07,Credit,2022-03-09 00:00:00,0.623279902,9.10796701,13.92004423,0.072207747,49602.47618
3562,81,M,South Marissatown,Low,"Engineer, manufacturing",PhD,Divorced,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,1,8,FALSE,FALSE,0.78907452,6,6,471,16.99833498,7536,2021-02-14,2022-12-31,1.515665874,2.662939716,4.285416577,3,38,2023-06-06,19,0.522958517,4.267184975,Neutral,,Customer Service,High,45.02211987,328.5142529,459367,17.34101774,2023-06-12,Credit,2021-02-14 00:00:00,0.746515864,7.586093226,1.1330527,0.457920964,76994.65748
3563,53,Other,Jamesshire,Premium,Health visitor,High School,Single,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,20,7,FALSE,TRUE,0.64241869,18,3,156,860.1108069,134160,2023-10-31,2022-11-08,3.8750794,2.361169812,1.152377432,4,37,2022-04-23,9,0.585629106,2.034685862,Negative,Investment Analytics,,Low,3.408590478,399.2125644,215758,1.870991363,2023-11-06,Credit,2023-10-31 00:00:00,0.876354116,8.825580352,9.997681986,0.345608239,25966.6662
3564,79,F,Dennishaven,Medium,Computer games developer,Master,Widowed,6,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,9,6,FALSE,FALSE,0.732499217,5,4,380,75.292338,28500,2021-12-13,2021-07-25,2.258034861,2.533550841,2.63878189,4,-3,2022-03-07,9,0.641993796,2.884732689,Neutral,International Transfers,,Medium,33.36115814,948.0185108,12842,5.462611658,2023-02-14,Debit,2021-12-13 00:00:00,0.23473257,1.291765651,13.97629673,0.131520955,88281.08659
3565,59,Other,Port Shawn,Medium,Careers information officer,High School,Divorced,6,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,90,9,FALSE,FALSE,0.291705367,15,8,590,253.6263649,149270,2021-09-10,2021-01-07,4.099421474,3.877417892,2.37041206,6,-26,2021-04-13,19,0.67366792,3.48879159,Positive,International Transfers,Transaction Delays,High,92.95010073,73.9316754,494612,22.00647309,2023-05-14,Debit,2021-09-10 00:00:00,0.602491116,4.418544817,7.787092755,0.937634173,30622.67366
3566,59,M,Lake Jasmineville,Medium,"Editor, film/video",Master,Widowed,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,18,9,FALSE,FALSE,0.746612734,10,1,202,721.9124279,145642,2023-01-21,2023-07-25,2.605952929,2.444999598,3.611454394,9,22,2021-06-12,12,0.970003624,3.880141809,Negative,Mobile Deposit,App Issues,Low,50.48912644,635.269289,91720,0.746920679,2023-06-26,Credit,2023-01-21 00:00:00,0.249590093,6.895579024,14.57323987,0.379581184,3898.829395
3567,78,F,Onealfort,Medium,Lobbyist,PhD,Married,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,52,4,TRUE,TRUE,0.282672287,0,4,967,645.1336571,623715,2021-03-18,2023-04-03,1.302163955,4.164477097,2.671996073,9,-3,2023-03-04,14,0.902531144,3.089491122,Negative,Investment Analytics,Customer Service,Medium,7.57171794,876.1632071,98191,4.849461295,2022-12-01,Transfer,2021-03-18 00:00:00,0.899713604,9.804173451,6.407211186,0.710092373,3084.39165
3568,30,M,Christopherberg,Low,Higher education lecturer,Master,Single,2,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,8,FALSE,TRUE,0.675667573,7,3,177,754.2389518,133458,2023-02-08,2021-10-12,3.520742554,4.963075668,2.574650241,9,27,2022-10-19,8,0.755515212,3.891614678,Neutral,Budgeting Tools,,Medium,46.75057896,525.0013704,792489,23.74364035,2023-09-06,Credit,2023-02-08 00:00:00,0.622703658,3.561862778,9.557810483,0.295840956,91969.68049
3569,28,M,Jessicaville,Medium,Merchant navy officer,Bachelor,Married,1,Branch,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,48,3,FALSE,FALSE,0.787022465,3,2,504,510.1920053,257040,2022-06-08,2021-02-22,2.241300368,3.185248839,2.501951273,8,-26,2023-12-21,8,0.829312749,4.011722678,Negative,International Transfers,Fees,High,10.26160476,371.7414863,283077,27.7348542,2023-01-17,Transfer,2022-06-08 00:00:00,0.439364821,8.71818096,10.40347769,0.057402235,16578.78969
3570,71,Other,Lindabury,High,Advertising copywriter,Master,Single,6,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,79,5,FALSE,TRUE,0.783306654,17,0,254,929.3119725,235966,2021-04-10,2021-09-09,4.767602566,2.110388933,4.303066465,6,-2,2022-01-30,8,0.586247859,4.333389375,Positive,Budgeting Tools,Fees,Low,94.11707021,355.5214725,102648,7.504803337,2022-08-22,Credit,2021-04-10 00:00:00,0.645438603,9.499040688,10.74693983,0.89095947,12232.62733
3571,33,M,West Ericmouth,Medium,Social worker,Master,Single,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,7,3,FALSE,TRUE,0.544372788,2,5,635,945.5448652,600075,2021-04-09,2023-12-23,4.319661418,4.831426925,2.933481332,3,89,2023-09-02,16,0.770553528,4.632299824,Neutral,Investment Analytics,Transaction Delays,Low,3.656787258,75.86825278,802876,15.25280717,2023-10-31,Transfer,2021-04-09 00:00:00,0.679005487,4.098059754,19.83220332,0.853811447,71920.55095
3572,25,M,Shawnhaven,Medium,Actuary,High School,Married,1,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,56,4,TRUE,FALSE,0.413567229,12,6,90,760.332826,68400,2021-08-10,2022-07-27,2.415458661,3.927177229,2.598028386,6,15,2022-02-09,3,0.901491126,3.811608611,Negative,Budgeting Tools,,Low,57.37732512,540.9224701,75813,26.54115146,2023-03-07,Credit,2021-08-10 00:00:00,0.10340696,8.157796889,18.48155501,0.036969269,55522.93113
3573,76,F,Lake Haileyton,Medium,"Teacher, primary school",High School,Single,1,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,5,TRUE,FALSE,0.243554032,5,0,420,328.486517,137760,2021-02-10,2022-05-25,1.103828575,1.899267931,4.463209709,6,-93,2023-10-12,4,0.578634594,4.588799849,Positive,,Customer Service,High,9.080586378,822.4433095,89631,24.18455176,2023-12-15,Transfer,2021-02-10 00:00:00,0.353535714,0.910697363,13.91116501,0.803997555,64418.91331
3574,74,M,Garciahaven,High,Learning mentor,Bachelor,Single,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,23,8,TRUE,FALSE,0.033495281,2,5,756,50.74459931,37800,2021-04-09,2023-01-25,3.150507738,4.977515245,1.007228139,4,37,2022-01-17,12,0.890199879,1.242510942,Neutral,International Transfers,Customer Service,Low,34.25417423,754.4874805,435075,25.62651501,2021-06-20,Debit,2021-04-09 00:00:00,0.035251478,7.081095797,7.950431654,0.973438936,9600.168689
3575,57,Other,Jamesside,Medium,Water engineer,Master,Widowed,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,46,8,FALSE,TRUE,0.048895066,13,0,639,553.8367353,353367,2021-08-26,2023-07-15,3.583186313,1.040995945,2.275027306,10,-5,2023-08-19,13,0.72305402,1.520031658,Negative,Budgeting Tools,Fees,Medium,72.80986279,360.8489148,730279,9.672749432,2021-11-24,Transfer,2021-08-26 00:00:00,0.781988127,4.654974332,13.72130417,0.051561481,87185.64772
3576,76,Other,Lake Courtneybury,Medium,Information officer,High School,Divorced,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,3,FALSE,TRUE,0.418515642,6,5,283,18.96796442,5094,2023-05-04,2023-09-01,3.731100896,3.303969999,3.695364629,4,79,2022-08-13,7,0.600348615,2.61736287,Negative,International Transfers,Fees,High,61.31451666,883.213552,570009,8.76066457,2023-09-27,Transfer,2023-05-04 00:00:00,0.248246729,0.527983305,7.212857766,0.819851059,56863.14848
3577,19,Other,New Nicholas,Premium,Rural practice surveyor,Master,Married,5,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,8,FALSE,TRUE,0.094936599,17,3,441,811.2980958,357651,2023-06-29,2023-11-21,2.397251569,3.737918714,1.41813425,7,-6,2021-05-06,16,0.525462341,1.665682671,Neutral,Investment Analytics,Transaction Delays,Medium,31.92682793,157.7969339,932429,21.69260492,2023-08-22,Debit,2023-06-29 00:00:00,0.098275959,7.888618356,15.90748742,0.744624556,49009.52461
3578,27,M,Lake James,Medium,Chartered loss adjuster,PhD,Widowed,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,7,4,FALSE,TRUE,0.111963443,3,5,668,592.1640844,395456,2023-02-18,2023-04-27,1.566204694,1.729696214,3.318107474,2,-97,2023-06-26,9,0.97795139,2.349518689,Neutral,,Transaction Delays,Medium,9.024662734,836.169775,265313,15.61199581,2023-11-14,Debit,2023-02-18 00:00:00,0.802208583,6.426866003,2.749860798,0.266067954,43898.4545
3579,61,F,Hernandezburgh,Medium,Licensed conveyancer,PhD,Widowed,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,18,2,TRUE,FALSE,0.19470133,12,0,110,622.7344024,68420,2021-09-11,2022-01-20,3.237641053,1.205291862,2.796779128,2,-98,2022-01-14,17,0.587069036,4.534351568,Neutral,Mobile Deposit,Transaction Delays,Low,92.69378583,872.8251954,188518,26.08100926,2023-08-18,Credit,2021-09-11 00:00:00,0.843445706,4.514194242,1.123665196,0.70794224,8906.04209
3580,28,Other,Campbellborough,High,Electrical engineer,Bachelor,Married,4,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,29,3,FALSE,FALSE,0.48130745,10,0,414,69.82255705,28566,2022-06-02,2021-01-07,2.949861707,1.029568016,3.676273769,9,72,2023-11-06,13,0.904018675,1.490688976,Neutral,Investment Analytics,Transaction Delays,Medium,60.53588633,798.4524584,878416,22.30679439,2022-07-26,Debit,2022-06-02 00:00:00,0.014094724,2.456224157,6.660294603,0.343117122,56916.6393
3581,19,M,New Mercedesborough,High,Oceanographer,PhD,Single,2,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,90,8,TRUE,TRUE,0.591750626,9,2,503,589.9930899,296267,2023-08-30,2022-10-22,4.9764717,4.704242732,3.123136377,4,-71,2021-01-13,7,0.769207663,3.542553262,Neutral,Budgeting Tools,Fees,Low,90.37336942,946.0975766,410511,10.48286764,2023-10-19,Debit,2023-08-30 00:00:00,0.300142052,5.872798159,7.347084956,0.280408562,46529.62784
3582,67,Other,South Carlosside,Medium,"Therapist, occupational",High School,Married,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,5,FALSE,FALSE,0.694266467,15,5,812,187.9398756,151844,2021-11-10,2021-02-04,3.298631154,3.331161421,1.778941323,3,-26,2021-06-12,7,0.96030899,1.915612659,Neutral,,App Issues,Medium,72.94471045,936.0299949,364940,24.76909976,2023-05-07,Debit,2021-11-10 00:00:00,0.752013516,1.753704713,19.12826799,0.132110889,103.1164869
3583,29,Other,Lake Gregory,Low,Customer service manager,High School,Divorced,3,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,99,2,TRUE,FALSE,0.486220008,10,2,427,408.5972525,174216,2022-02-25,2023-01-08,1.726661753,1.684405427,1.530932496,2,74,2021-12-27,17,0.910898488,2.967206688,Neutral,Investment Analytics,Fees,High,40.59771103,27.4686082,766677,27.67609536,2022-08-14,Credit,2022-02-25 00:00:00,0.86096185,1.016435849,18.72170565,0.918593102,98742.06709
3584,40,F,Wattsfurt,High,IT trainer,Bachelor,Divorced,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,7,TRUE,FALSE,0.664736615,13,6,567,325.9787372,184275,2021-01-20,2021-04-04,2.446035702,3.462665408,2.225860425,8,-67,2022-02-09,12,0.621013429,2.583918174,Positive,Mobile Deposit,Fees,Low,91.31258478,518.3052117,433522,3.528789854,2021-04-26,Debit,2021-01-20 00:00:00,0.456231711,5.808304096,10.02903796,0.450350352,97254.97544
3585,35,Other,Lake Michael,Medium,Meteorologist,Master,Married,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,19,5,TRUE,TRUE,0.862108173,7,3,88,253.8300275,22264,2022-09-09,2022-10-29,3.125034765,1.010058909,4.770582587,1,-34,2022-06-24,15,0.99507302,4.457846995,Positive,Investment Analytics,Fees,Medium,9.740778437,150.91141,193752,16.1256001,2022-11-06,Credit,2022-09-09 00:00:00,0.92516593,1.976295393,9.518863046,0.2549128,54150.68185
3586,79,F,West Mary,Premium,Teaching laboratory technician,High School,Widowed,7,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,77,6,TRUE,FALSE,0.374163023,7,8,961,452.6002007,434372,2023-05-12,2023-06-29,4.350438294,2.494731743,1.840249631,1,-44,2021-10-22,19,0.695566113,3.155836602,Positive,Investment Analytics,,Low,20.28119878,937.0195196,22468,17.09709577,2023-11-23,Transfer,2023-05-12 00:00:00,0.538055371,7.927144626,14.16245256,0.23027543,31113.60412
3587,79,M,Elizabethfort,Low,Museum/gallery curator,PhD,Married,5,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,96,2,TRUE,FALSE,0.688238936,5,6,105,764.3144346,80220,2021-07-26,2022-04-24,2.923791865,4.071744636,2.844974206,5,48,2022-01-23,17,0.906909673,4.286151199,Positive,International Transfers,,Medium,66.51477887,507.6733559,897678,1.789426187,2022-02-23,Debit,2021-07-26 00:00:00,0.586691431,0.845605106,18.07358601,0.288712441,80784.73087
3588,55,Other,Harperside,Medium,Occupational psychologist,High School,Divorced,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,72,7,FALSE,TRUE,0.658505805,0,3,923,240.8889743,221520,2023-12-02,2023-09-20,4.201831682,1.39874895,4.800427575,8,68,2021-09-11,3,0.992578216,2.656185677,Negative,,,High,94.02397274,498.2925437,509674,0.439125733,2023-12-22,Transfer,2023-12-02 00:00:00,0.194548517,1.74983555,18.67580065,0.582977243,93017.91347
3589,84,M,Phillipsbury,Low,Immigration officer,Bachelor,Married,7,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,86,1,FALSE,FALSE,0.636495659,5,8,641,515.3738763,330115,2022-07-07,2023-03-31,1.622893931,3.414958751,1.808060996,10,-26,2021-06-05,3,0.6529224,3.646804193,Positive,,Fees,Medium,83.1246777,640.8489817,185319,5.403782205,2022-07-20,Transfer,2022-07-07 00:00:00,0.670669229,7.518769431,5.349170974,0.658881125,94395.32943
3590,55,M,Port Kathrynchester,High,Product manager,PhD,Single,3,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,44,5,TRUE,FALSE,0.583495959,13,4,522,363.0846583,189486,2021-10-08,2021-06-16,2.52802273,2.262871973,1.978304431,4,-48,2022-01-21,2,0.872964694,4.636638977,Neutral,International Transfers,Customer Service,High,35.02090884,179.2378654,387268,25.04103702,2023-03-03,Debit,2021-10-08 00:00:00,0.262095173,8.601773767,17.34675644,0.747322401,10369.68635
3591,84,M,Nguyenchester,High,"Education officer, environmental",PhD,Married,1,Referral,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,63,9,TRUE,TRUE,0.726157817,5,3,894,657.6298523,587358,2023-05-08,2022-12-15,3.076370517,1.394240116,2.91274155,8,-61,2022-01-19,12,0.586263111,1.594648738,Positive,Budgeting Tools,,Low,10.01219766,613.0903187,726771,19.21611291,2023-05-27,Transfer,2023-05-08 00:00:00,0.530977066,2.695547694,11.52659664,0.165029759,13198.46968
3592,78,Other,East Stevenmouth,High,"Clinical scientist, histocompatibility and immunogenetics",PhD,Widowed,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,29,7,FALSE,FALSE,0.818543305,14,1,555,571.3847509,316905,2021-08-03,2023-05-27,1.09459295,4.298560387,1.420160511,9,-24,2022-10-21,18,0.798000411,3.240937415,Neutral,Budgeting Tools,App Issues,Medium,41.73777793,377.7504767,323618,5.414531821,2022-10-13,Credit,2021-08-03 00:00:00,0.644236351,1.062373705,13.1104702,0.411695535,58695.21453
3593,18,F,West Heidiberg,Premium,Film/video editor,Bachelor,Single,4,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,52,9,TRUE,FALSE,0.392129479,17,8,69,653.5582595,45057,2023-11-14,2023-09-03,4.037039638,3.19311439,1.32048573,1,96,2022-04-12,6,0.706644277,3.528188538,Negative,,Transaction Delays,Medium,81.89425167,546.3557263,391070,18.21597857,2023-12-15,Debit,2023-11-14 00:00:00,0.354082681,3.042073644,8.113504066,0.009234294,27371.13368
3594,62,Other,Larsenfort,Low,"Administrator, Civil Service",Bachelor,Divorced,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,9,FALSE,TRUE,0.654763197,14,9,393,982.463468,385926,2021-08-30,2021-07-25,4.328972962,4.164887424,2.210034353,5,-27,2021-11-29,16,0.663388254,3.468850149,Positive,,Customer Service,Medium,78.75640917,913.182877,639888,18.8358372,2022-08-21,Debit,2021-08-30 00:00:00,0.801374466,1.236502584,9.808046757,0.08427787,52896.26092
3595,45,M,Mcdanieltown,Low,Professor Emeritus,Master,Married,5,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,61,1,TRUE,FALSE,0.248510907,11,7,835,511.9193836,426685,2022-08-02,2023-02-28,2.296524494,4.873926957,1.571799939,6,1,2023-03-20,8,0.547290497,3.205606598,Positive,International Transfers,,High,5.590409639,984.137467,317290,14.02148535,2023-02-11,Transfer,2022-08-02 00:00:00,0.662395837,1.311077288,9.848603347,0.259813183,93674.81009
3596,38,F,Josephborough,High,Health and safety adviser,Master,Widowed,3,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,41,8,FALSE,FALSE,0.756006237,10,5,285,111.7495439,31635,2021-08-22,2022-08-25,4.832555159,1.734261795,2.70659858,7,15,2022-08-31,15,0.581763426,4.178372032,Negative,,Customer Service,Low,43.65437631,144.5322472,995772,15.75643648,2023-11-14,Debit,2021-08-22 00:00:00,0.00973748,6.922767115,14.35599354,0.007156627,18593.33792
3597,30,M,Brownmouth,High,Copy,Master,Widowed,2,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,7,TRUE,TRUE,0.880393318,1,0,514,54.37329113,27756,2021-08-06,2022-02-04,3.922692492,1.547751149,1.433738031,10,-3,2023-04-25,7,0.971786285,1.23486158,Neutral,Budgeting Tools,,Medium,41.2316282,431.8553079,162227,20.76501321,2023-07-06,Credit,2021-08-06 00:00:00,0.568978441,7.095621308,6.173315485,0.138420598,15846.59925
3598,44,F,Emilychester,High,Film/video editor,Bachelor,Divorced,7,Branch,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,57,2,FALSE,TRUE,0.761472603,1,7,338,59.87187987,19942,2023-10-17,2021-10-21,4.317998934,4.923423065,3.349702858,9,-33,2023-11-04,16,0.809341595,3.651663629,Neutral,International Transfers,Fees,Medium,28.81849063,206.5899231,230994,27.03157214,2023-11-07,Debit,2023-10-17 00:00:00,0.063852337,9.007728034,7.60092235,0.433743679,62123.35508
3599,24,Other,Lambchester,High,Mental health nurse,PhD,Married,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,3,FALSE,TRUE,0.491090737,11,3,892,358.6549694,319336,2022-02-11,2023-12-02,3.619359314,1.933209737,2.970533063,3,-12,2022-08-08,15,0.576465337,4.544947702,Positive,Budgeting Tools,Transaction Delays,Low,11.13336671,762.3321719,719405,25.72073782,2022-06-08,Credit,2022-02-11 00:00:00,0.302819546,7.268600857,14.99681437,0.382511823,13597.88927
3600,39,F,Greenton,Medium,Theatre stage manager,PhD,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,6,TRUE,TRUE,0.133437568,5,0,14,727.3765584,10178,2022-02-14,2023-10-31,4.277216511,2.707680159,3.370072219,3,49,2022-03-23,4,0.739610777,4.659593185,Positive,International Transfers,Transaction Delays,High,53.51868334,183.764198,764741,21.2590181,2023-03-19,Credit,2022-02-14 00:00:00,0.673021165,1.698655804,17.35789995,0.639382893,29497.01329
3601,70,Other,Toddbury,Medium,Commissioning editor,High School,Single,6,Branch,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,99,3,FALSE,TRUE,0.873103084,5,2,574,841.7067808,482734,2022-06-23,2021-03-07,4.932090195,4.345301301,4.603484495,8,-78,2023-05-24,2,0.867335146,1.710276583,Positive,Investment Analytics,App Issues,Medium,49.41823573,317.3917136,900316,25.68097224,2023-02-05,Credit,2022-06-23 00:00:00,0.240614231,7.661339433,2.033569332,0.191077163,60808.63274
3602,21,M,Daisyton,Premium,Geographical information systems officer,Master,Married,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,58,8,TRUE,TRUE,0.814621623,11,5,55,598.1065932,32890,2023-12-08,2021-09-19,4.398146169,1.921443678,2.38085619,2,51,2022-05-29,2,0.902262357,3.406956144,Positive,Budgeting Tools,Customer Service,Low,60.66820552,615.1522308,535417,18.82028733,2023-12-30,Debit,2023-12-08 00:00:00,0.105263616,5.969282694,7.378842158,0.22943984,92597.25846
3603,40,F,Sethbury,Medium,"Education officer, community",PhD,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,4,FALSE,TRUE,0.69800381,3,1,541,485.1845659,262385,2022-02-18,2023-10-17,2.894622636,3.845920494,2.073562636,10,94,2022-12-08,13,0.867245154,2.121239611,Positive,Investment Analytics,Transaction Delays,Low,60.45739423,354.1171231,618970,22.51043081,2022-09-05,Credit,2022-02-18 00:00:00,0.368842013,5.978749366,1.313444086,0.405917974,84080.14417
3604,50,M,New Jamie,Medium,Musician,PhD,Single,1,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,74,7,FALSE,TRUE,0.851484875,6,7,261,848.1715534,221328,2023-01-04,2021-06-28,3.544871293,4.147461546,3.296955112,6,-90,2022-05-09,19,0.579615918,3.891553623,Positive,International Transfers,,Medium,22.10166552,456.6500907,240421,26.50509522,2023-08-07,Debit,2023-01-04 00:00:00,0.360213338,4.512412734,3.731686501,0.646057995,34384.94774
3605,45,F,New Cherylberg,High,Community education officer,PhD,Married,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,4,FALSE,FALSE,0.533026798,11,4,376,66.15510583,24816,2023-04-20,2022-09-10,3.318707892,2.985588179,1.98801594,5,-41,2023-12-23,10,0.962567324,1.317867962,Neutral,,,Low,64.81077824,67.19117215,554430,26.36722418,2023-06-20,Transfer,2023-04-20 00:00:00,0.114674591,1.352368044,6.300040342,0.944001631,50640.50177
3606,25,Other,Lake Andrewfurt,Medium,Higher education lecturer,PhD,Widowed,5,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,44,2,TRUE,TRUE,0.990782369,8,4,750,330.3523068,247500,2022-08-28,2023-08-15,3.033636985,2.949715814,1.266097772,2,-67,2021-01-15,8,0.748516117,1.495648781,Neutral,Mobile Deposit,Fees,Low,66.77322775,474.5187061,74964,24.35141312,2023-10-12,Debit,2022-08-28 00:00:00,0.727255506,9.060025772,5.933324473,0.639169542,3532.51911
3607,18,F,Port Janetstad,High,Associate Professor,Bachelor,Divorced,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,65,7,TRUE,TRUE,0.837072726,6,0,197,66.79613889,13002,2021-11-25,2021-12-11,4.079218233,1.914814965,1.235003211,2,-85,2022-05-31,19,0.847658352,3.690135786,Negative,Budgeting Tools,Transaction Delays,Low,78.96080384,515.5071652,397720,16.44724343,2022-07-30,Debit,2021-11-25 00:00:00,0.118692711,0.046924919,5.228042987,0.001912763,7577.639609
3608,54,F,Lake Brandonborough,Low,Geochemist,Master,Divorced,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,8,TRUE,FALSE,0.163596276,15,8,962,931.7942131,895622,2021-03-22,2023-07-03,2.754839043,3.503742958,1.264959872,1,53,2022-07-31,10,0.641196073,3.192141781,Negative,Budgeting Tools,Transaction Delays,Medium,68.9999611,803.0894932,993471,5.697365078,2021-06-08,Debit,2021-03-22 00:00:00,0.717341748,4.389582564,17.60262683,0.841196014,91102.10551
3609,80,Other,Amandaburgh,High,Sport and exercise psychologist,PhD,Married,3,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,31,1,FALSE,TRUE,0.4021538,14,1,551,98.300471,53998,2023-10-14,2021-08-25,2.238823514,1.803530526,1.949732709,2,70,2021-11-27,19,0.818051652,4.58392588,Positive,Mobile Deposit,Fees,Medium,56.58034035,415.6650267,352815,25.20920523,2023-12-13,Debit,2023-10-14 00:00:00,0.606214979,2.164034028,7.67107372,0.318678324,58061.385
3610,39,Other,Heathbury,High,Television production assistant,PhD,Divorced,2,Branch,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,40,5,TRUE,TRUE,0.170135027,2,8,151,959.9552206,144809,2022-03-02,2023-09-15,1.168884233,2.050695142,3.919185617,2,46,2021-05-13,13,0.763682272,1.112967274,Positive,Investment Analytics,,Medium,48.31216527,281.979445,799484,22.76029348,2023-11-20,Transfer,2022-03-02 00:00:00,0.725176168,2.006546673,14.4024591,0.252882827,99841.60052
3611,38,Other,Lauriestad,Medium,"Engineer, building services",PhD,Single,6,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,97,8,FALSE,TRUE,0.224260727,5,9,735,733.5128245,538755,2023-09-12,2022-05-09,1.35181627,3.385410292,1.615854781,6,55,2021-05-07,1,0.59949735,3.80619095,Negative,Investment Analytics,,Medium,40.37032327,942.9378664,181250,23.15353473,2023-12-31,Transfer,2023-09-12 00:00:00,0.37834938,5.413513355,18.00873623,0.701089702,67669.03898
3612,52,F,Robertside,Medium,Firefighter,PhD,Married,6,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,1,TRUE,TRUE,0.50097247,13,9,252,499.5936039,125748,2022-11-09,2022-05-14,1.886402449,2.110007749,2.031075088,2,75,2021-05-09,18,0.949285472,3.856738134,Negative,Budgeting Tools,Transaction Delays,High,98.9278013,387.4793329,543251,3.764423651,2023-08-05,Transfer,2022-11-09 00:00:00,0.700285836,1.106531113,4.777544213,0.737476821,51077.27113
3613,22,M,North Barry,Medium,"Designer, industrial/product",High School,Single,3,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,68,3,FALSE,FALSE,0.361399312,7,0,498,319.4780474,158862,2022-04-26,2022-03-10,1.615641851,2.85528833,4.439213401,3,1,2023-10-09,9,0.818563653,4.316909752,Negative,Mobile Deposit,App Issues,High,17.28028722,126.1782374,369796,25.69381091,2023-03-29,Debit,2022-04-26 00:00:00,0.386913043,0.449163785,0.307844232,0.457830375,13006.65021
3614,77,F,Port Shelbyville,Medium,Pathologist,PhD,Divorced,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,4,2,TRUE,TRUE,0.909740479,3,9,784,541.7097845,424144,2021-01-06,2021-12-16,1.114485512,4.801433111,2.747448897,4,79,2022-12-06,12,0.667102053,4.082249303,Neutral,Investment Analytics,Fees,High,85.97229416,822.9343551,238075,23.94225941,2022-07-08,Credit,2021-01-06 00:00:00,0.730132075,5.858464306,6.195199533,0.543265024,60185.72265
3615,63,F,Moodyton,Medium,Commercial horticulturist,PhD,Divorced,3,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,62,3,TRUE,TRUE,0.00011614,12,7,406,646.2662667,262276,2021-01-27,2021-07-03,3.784407456,3.378896306,1.165270316,10,27,2021-05-04,18,0.803985034,3.075850052,Negative,Budgeting Tools,Fees,Medium,52.72041456,130.3360722,77670,11.90130001,2021-04-12,Transfer,2021-01-27 00:00:00,0.720177742,6.154237528,7.209850982,0.686172111,53479.38717
3616,67,M,West Kevin,Medium,Illustrator,PhD,Divorced,4,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,3,3,FALSE,TRUE,0.01035534,4,2,731,486.489722,355266,2021-07-02,2021-08-05,4.04151586,4.003518412,1.989623378,3,-16,2023-05-31,19,0.93422583,2.147788794,Negative,Investment Analytics,Fees,Medium,87.38696283,484.3477374,35562,14.37048919,2023-08-13,Debit,2021-07-02 00:00:00,0.041274665,0.996918315,2.011834256,0.965976281,70645.80776
3617,65,Other,Lake Kelsey,Medium,Investment analyst,High School,Single,2,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,3,TRUE,TRUE,0.920366844,19,2,925,918.3239076,849150,2021-08-15,2023-06-10,2.417531817,3.81186718,2.204237172,1,-20,2021-06-13,7,0.777322591,2.576590952,Positive,,App Issues,High,22.93572556,872.7067083,698870,28.63177509,2023-12-31,Credit,2021-08-15 00:00:00,0.206531429,1.618325032,3.041369273,0.664640638,94700.58646
3618,23,F,North Joseph,Low,Insurance broker,Bachelor,Divorced,7,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,11,1,TRUE,FALSE,0.239018242,17,6,965,147.9037308,141855,2023-10-09,2021-03-01,4.945001485,4.811045662,1.740524394,3,-51,2023-07-03,15,0.709259521,3.090244744,Neutral,Budgeting Tools,Fees,Medium,98.48749622,796.749536,228995,1.313801018,2023-10-14,Transfer,2023-10-09 00:00:00,0.171428881,1.289483886,1.99669561,0.233878843,57173.48404
3619,73,M,Port Kristenfurt,Low,"Engineer, production",High School,Married,6,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,98,3,TRUE,TRUE,0.002471647,10,6,756,137.1154759,103572,2021-11-02,2021-11-25,3.351967106,1.427358372,4.867734606,10,10,2021-01-25,16,0.823379404,1.017985011,Positive,Budgeting Tools,,High,39.67299479,684.9972718,971050,3.972718623,2022-09-15,Debit,2021-11-02 00:00:00,0.146597088,8.670409175,0.991450139,0.716389923,71364.43708
3620,76,Other,Port Joy,High,Banker,PhD,Widowed,4,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,36,2,FALSE,FALSE,0.43761624,4,6,140,781.7236909,109340,2021-07-04,2022-10-31,1.400062054,1.734825614,2.626053776,9,-59,2021-06-30,7,0.670020616,1.36190065,Negative,Mobile Deposit,,Medium,46.84056178,560.6556866,951444,24.50003417,2023-06-09,Transfer,2021-07-04 00:00:00,0.834106426,8.517100271,15.81389434,0.756405918,81383.25802
3621,46,Other,Michelleland,Low,Production manager,Bachelor,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,9,FALSE,TRUE,0.195648544,16,6,13,565.1146894,7345,2023-11-14,2023-02-25,2.459491563,3.743074201,2.582423915,6,-20,2022-10-15,9,0.775546112,3.169120068,Negative,Budgeting Tools,Fees,Low,93.15353711,831.2107365,914541,18.38219833,2023-12-22,Debit,2023-11-14 00:00:00,0.553185372,2.977699341,10.41152158,0.062625092,64233.69818
3622,35,F,New Jenniferchester,High,Tax adviser,PhD,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,8,TRUE,FALSE,0.053329899,1,2,634,412.0270284,261208,2021-06-03,2022-07-29,3.32998341,4.385349007,4.910608219,3,-47,2023-01-11,16,0.713811094,4.983364519,Negative,Investment Analytics,Transaction Delays,Low,80.47968736,61.14394138,21113,1.620214198,2023-10-05,Transfer,2021-06-03 00:00:00,0.379505946,5.505134423,11.51511092,0.033002306,49062.73534
3623,19,Other,North Juliaside,High,Passenger transport manager,Bachelor,Divorced,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,44,6,TRUE,TRUE,0.530469879,4,7,126,822.2490243,103572,2021-07-27,2022-03-28,4.822320585,3.986063038,3.195764781,2,-29,2021-05-15,7,0.6123882,2.505972595,Negative,International Transfers,Transaction Delays,Low,90.16453074,973.3527353,748928,20.96413791,2021-09-22,Transfer,2021-07-27 00:00:00,0.211719499,7.272829507,14.56437437,0.8521066,6138.489703
3624,25,Other,North Jill,High,English as a second language teacher,PhD,Married,1,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,27,7,FALSE,TRUE,0.140177996,7,0,904,939.6746343,848856,2022-06-09,2022-06-12,3.730787577,1.590619816,1.330064373,9,-14,2022-06-22,18,0.586960797,4.195081038,Positive,International Transfers,Customer Service,Low,88.07074268,16.6926141,127568,11.64465791,2023-02-12,Debit,2022-06-09 00:00:00,0.466101961,9.64575928,16.51388155,0.057258909,34494.71289
3625,71,M,Leeport,High,"Programmer, systems",PhD,Single,6,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,58,1,FALSE,FALSE,0.83687854,5,2,622,529.4675355,329038,2022-04-19,2023-09-03,1.035364124,3.719226282,2.773983656,6,-74,2022-10-16,16,0.742561623,2.528242888,Positive,,Fees,High,57.98455007,523.8753511,816074,13.73010113,2023-08-19,Debit,2022-04-19 00:00:00,0.787748004,0.987308012,12.64811003,0.168065976,73185.53151
3626,55,M,Ronaldtown,Low,Equities trader,Bachelor,Widowed,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,6,7,FALSE,TRUE,0.302162466,7,7,152,572.9273646,86944,2023-07-25,2021-09-10,3.677885323,3.512716272,3.617380584,10,-54,2023-07-13,5,0.610962537,1.497785399,Negative,International Transfers,,Medium,19.41628713,227.8087,199606,6.763594798,2023-09-04,Debit,2023-07-25 00:00:00,0.651464052,7.729337815,13.68726827,0.911896134,50385.79689
3627,65,Other,Joshuaborough,High,Civil Service administrator,Bachelor,Single,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,8,FALSE,TRUE,0.221657313,1,1,220,64.44960027,14080,2022-08-30,2021-10-06,3.620115104,3.147741901,3.280860697,2,-75,2023-01-04,17,0.801660388,4.368213002,Negative,Mobile Deposit,,Low,55.72026734,887.1087084,89651,5.267431937,2023-07-03,Debit,2022-08-30 00:00:00,0.527899239,1.890972206,9.519137869,0.095962543,54893.53801
3628,44,M,West Tanyashire,Medium,Adult nurse,PhD,Widowed,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,52,8,FALSE,FALSE,0.739756889,7,6,805,503.463283,404915,2022-06-25,2023-12-31,4.447137584,3.256345377,4.38069719,9,-18,2023-09-11,4,0.956836067,3.630144107,Neutral,,,Medium,99.70082702,911.0743863,287715,12.82039154,2023-06-25,Credit,2022-06-25 00:00:00,0.947783186,9.754509364,18.30872006,0.205173679,81983.44669
3629,37,Other,Bennettchester,High,Air traffic controller,High School,Divorced,5,Referral,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,39,6,FALSE,TRUE,0.848648348,6,3,347,29.52095059,10063,2023-08-09,2023-10-05,1.526487036,3.428576602,4.851344562,6,61,2023-01-29,14,0.728623891,1.530905831,Negative,Mobile Deposit,Transaction Delays,Low,64.97914064,262.5223327,309410,17.52302141,2023-10-23,Credit,2023-08-09 00:00:00,0.650212063,6.961585715,7.997975587,0.114674433,16889.10798
3630,29,F,East Tammyside,High,"Social research officer, government",High School,Married,7,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,51,7,TRUE,TRUE,0.093100582,7,5,676,411.8396456,277836,2021-04-13,2021-07-05,4.228686805,1.724043929,1.234979186,10,25,2023-10-21,6,0.937653254,2.74417867,Neutral,,,Medium,97.12989447,953.3543269,866747,6.473877839,2022-04-28,Transfer,2021-04-13 00:00:00,0.126761213,6.899797648,8.309641618,0.608181392,79789.20748
3631,60,M,Timothyside,Low,Community development worker,High School,Widowed,7,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,10,2,FALSE,TRUE,0.15157189,17,8,585,966.7030104,565110,2021-07-24,2022-11-13,4.502562502,2.329868004,2.021111259,2,42,2022-09-07,18,0.967329533,1.901698268,Positive,Budgeting Tools,,Low,81.12333513,707.0351393,991933,13.62974147,2023-01-03,Debit,2021-07-24 00:00:00,0.626105485,2.21561917,11.32127569,0.742449565,62410.82761
3632,78,Other,South Andre,Medium,Research scientist (life sciences),High School,Married,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,4,FALSE,FALSE,0.474550125,6,7,15,764.9346189,11460,2021-12-24,2022-04-04,4.208128721,3.44952768,4.598775808,7,-97,2023-09-29,3,0.799506533,3.666961767,Negative,Budgeting Tools,,High,93.30287466,900.9185678,42766,17.61135598,2022-11-29,Debit,2021-12-24 00:00:00,0.606615967,4.286373932,5.804669935,0.848960761,27857.69996
3633,48,Other,Lunastad,Medium,Set designer,Bachelor,Widowed,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,49,8,TRUE,FALSE,0.590220806,14,3,315,737.0682405,232155,2021-03-22,2021-05-13,2.641711317,1.317735785,4.488405801,10,-100,2022-10-04,15,0.79212509,2.858158747,Positive,Mobile Deposit,Transaction Delays,Medium,5.570494886,664.2721116,363921,14.49547963,2022-08-19,Debit,2021-03-22 00:00:00,0.916525329,0.698549719,1.812127221,0.23471149,10330.88829
3634,78,M,South Jeffreytown,High,Market researcher,Bachelor,Widowed,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,4,TRUE,TRUE,0.083264085,8,6,750,787.0128111,590250,2022-08-19,2022-12-04,3.764271366,3.840579245,1.064446876,10,7,2022-01-25,4,0.851501644,2.193797116,Negative,Mobile Deposit,Transaction Delays,Low,73.54184886,985.4815793,769611,14.04230839,2022-12-12,Transfer,2022-08-19 00:00:00,0.584284361,0.054630046,16.33187668,0.094418717,32779.07206
3635,84,M,Wisemouth,Medium,Diplomatic Services operational officer,High School,Divorced,2,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,8,FALSE,FALSE,0.375011367,13,2,773,851.1829489,657823,2023-01-08,2023-02-12,4.269852651,3.98202581,3.310562449,2,-9,2022-04-13,5,0.569886411,3.226079983,Negative,Investment Analytics,Customer Service,High,41.92455739,292.6603268,663931,8.658259363,2023-07-01,Debit,2023-01-08 00:00:00,0.752683656,2.583101304,0.216428322,0.893312506,51726.37279
3636,52,F,Thomasville,Medium,Curator,Master,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,94,4,TRUE,FALSE,0.897601863,12,8,476,52.27755744,24752,2022-10-03,2023-02-21,4.786674897,1.57526149,2.27806722,7,67,2021-12-16,7,0.804863638,4.621237269,Neutral,Budgeting Tools,,Medium,65.98284822,107.9822044,94188,3.367980041,2023-09-23,Debit,2022-10-03 00:00:00,0.862487879,8.877141089,18.892342,0.300119348,30587.60687
3637,32,Other,Martinland,Medium,Community arts worker,Master,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,9,FALSE,FALSE,0.876081359,2,1,527,880.7016538,463760,2023-05-23,2023-06-14,2.336261508,2.136307164,3.12218617,6,-9,2021-03-29,13,0.779313334,2.660703325,Positive,Mobile Deposit,Fees,High,56.40463069,719.7407722,269051,28.50286444,2023-09-07,Transfer,2023-05-23 00:00:00,0.797958973,3.865856081,18.56870157,0.801778089,9572.707759
3638,33,F,New Garyfort,Medium,Cartographer,Master,Widowed,5,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,83,1,TRUE,FALSE,0.311224762,5,5,100,776.8690504,77600,2021-08-26,2022-04-23,1.82923365,1.92436278,1.879908809,7,-40,2022-12-24,16,0.613591409,4.863931478,Positive,,Fees,Medium,51.61922376,562.976666,692812,27.08577818,2023-12-14,Credit,2021-08-26 00:00:00,0.457590287,3.827672339,18.99329347,0.946791149,99901.48625
3639,30,F,North Donald,Premium,"Merchandiser, retail",PhD,Widowed,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,6,TRUE,TRUE,0.227430055,3,4,402,687.0757831,276174,2021-07-14,2022-04-03,4.026493464,1.839685933,3.822991429,6,63,2023-04-20,0,0.85215108,3.846817942,Positive,Mobile Deposit,,High,69.35651679,827.453358,204484,27.90351397,2023-12-19,Transfer,2021-07-14 00:00:00,0.111925656,1.148482215,9.666871877,0.017622601,13342.55569
3640,52,F,Millsshire,High,Stage manager,High School,Widowed,2,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,5,1,TRUE,TRUE,0.58276644,17,3,726,411.6758715,298386,2021-04-04,2022-06-15,1.389385373,2.466694731,2.325434574,4,45,2023-08-11,11,0.900912025,3.410430778,Neutral,International Transfers,,High,94.49833448,493.4516568,846468,16.4083697,2021-11-30,Transfer,2021-04-04 00:00:00,0.266076755,1.842180115,14.52022884,0.611259693,50804.9505
3641,76,M,North Katrina,Medium,Product manager,PhD,Divorced,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,49,6,TRUE,FALSE,0.096124277,10,1,645,307.5351958,198015,2021-01-20,2021-08-25,3.251061948,4.018352731,3.568365765,1,3,2023-08-04,1,0.612752487,1.238971694,Positive,Mobile Deposit,Fees,Low,58.8693343,916.7628557,361189,7.834652511,2021-09-30,Transfer,2021-01-20 00:00:00,0.155113626,7.248752475,6.396136496,0.753169462,90311.19623
3642,38,F,Robertmouth,Low,Chief Executive Officer,Bachelor,Married,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,4,FALSE,FALSE,0.233370625,6,8,854,200.0236099,170800,2021-10-11,2022-08-19,4.441742684,2.626888748,1.301253302,10,30,2022-10-27,9,0.514876166,4.240362416,Negative,Mobile Deposit,Fees,Low,64.36377993,510.4508323,294226,9.892619193,2022-03-16,Transfer,2021-10-11 00:00:00,0.470326546,4.70100345,13.03220249,0.606422166,33150.01437
3643,71,M,North Marc,Low,"Surveyor, hydrographic",Bachelor,Married,4,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,84,8,TRUE,TRUE,0.166756867,14,4,657,348.1932214,228636,2021-12-16,2021-06-29,1.891498709,3.139303433,4.851565213,4,70,2023-04-06,12,0.760673334,3.690172815,Neutral,Mobile Deposit,Fees,High,17.16611418,842.0194589,336364,18.02529402,2023-04-23,Credit,2021-12-16 00:00:00,0.716337176,0.712669926,3.453896288,0.780346868,92934.34309
3644,47,M,Savageview,Medium,Health visitor,Master,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,2,8,TRUE,FALSE,0.207742256,10,0,918,879.4979945,806922,2022-11-05,2021-08-17,2.552126858,1.490637564,2.013419671,1,-55,2023-08-08,5,0.58680477,1.507698104,Neutral,Investment Analytics,,Medium,52.66551103,820.2529615,761448,21.44876095,2023-03-27,Transfer,2022-11-05 00:00:00,0.012763282,4.918555309,8.264742505,0.89728366,9311.531927
3645,65,F,Port Anna,High,"Investment banker, corporate",Master,Single,2,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,40,9,TRUE,TRUE,0.214814169,18,4,85,65.897071,5525,2023-01-03,2021-07-02,4.296837264,3.457810628,2.630718927,6,-73,2023-08-10,13,0.515547815,1.042433637,Negative,,Transaction Delays,Low,89.60421122,311.5599714,785447,19.32584072,2023-04-24,Transfer,2023-01-03 00:00:00,0.559166195,9.03097256,7.476111504,0.145546783,1781.035923
3646,52,F,Gardnermouth,Medium,"Designer, graphic",Bachelor,Single,2,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,91,7,FALSE,TRUE,0.62748415,8,6,622,728.9164482,452816,2023-06-16,2022-11-28,3.008799721,4.996496704,2.523703041,5,-36,2023-07-16,16,0.708777297,4.742797713,Positive,Investment Analytics,Customer Service,Low,39.16044936,615.6993844,429264,5.302284491,2023-11-17,Debit,2023-06-16 00:00:00,0.13275776,4.176526579,9.314380913,0.286281298,73684.04848
3647,55,Other,West Steven,Medium,"Engineer, manufacturing systems",Master,Divorced,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,8,TRUE,TRUE,0.488112601,5,2,215,94.30195761,20210,2022-07-04,2022-01-21,1.711256665,3.91638074,3.383860702,4,-49,2021-11-09,3,0.780052609,1.793811002,Neutral,Mobile Deposit,Fees,High,14.36505473,323.9157839,187977,26.70509734,2022-12-08,Debit,2022-07-04 00:00:00,0.491075252,1.614102967,19.95107201,0.170538454,10120.46279
3648,48,F,Robertsonland,High,Medical laboratory scientific officer,Master,Married,4,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,31,3,FALSE,TRUE,0.862292859,6,6,192,125.6461714,24000,2021-07-10,2021-08-26,1.33572379,2.939669753,1.424372188,8,-22,2021-10-18,17,0.876255826,2.687865941,Positive,,App Issues,High,1.457860688,563.8810216,122269,18.427171,2021-12-05,Credit,2021-07-10 00:00:00,0.743540391,2.135877634,9.399751919,0.154198854,82125.84516
3649,41,Other,South Hollyfurt,Premium,Health service manager,Bachelor,Single,4,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,4,FALSE,TRUE,0.735616627,7,5,668,207.7432123,138276,2023-02-03,2023-01-24,3.22894429,2.885314657,2.335184225,2,-89,2023-03-01,4,0.682260561,2.675335339,Neutral,Mobile Deposit,Customer Service,High,36.99591776,693.6435776,710436,25.92519089,2023-07-17,Credit,2023-02-03 00:00:00,0.528037674,6.791314027,3.04359551,0.51415645,14733.60888
3650,66,F,Port Alexander,Medium,"Editor, commissioning",PhD,Divorced,4,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,87,4,TRUE,TRUE,0.498853828,11,6,220,677.1129737,148940,2022-12-03,2021-09-18,1.086984391,4.690047434,4.522807338,7,-5,2023-05-10,19,0.606533492,1.34386907,Positive,International Transfers,App Issues,Low,95.67494282,782.6417359,562228,18.53585776,2023-05-27,Credit,2022-12-03 00:00:00,0.036066041,4.356041346,16.47933877,0.607707632,63403.51718
3651,49,F,East Jamesville,Low,Police officer,Master,Married,6,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,70,6,TRUE,TRUE,0.307420421,18,8,593,852.8960116,505236,2022-01-10,2022-10-04,2.359701318,2.631407457,2.591051099,6,-76,2021-02-20,8,0.663972313,4.216627151,Negative,Budgeting Tools,Transaction Delays,Medium,86.26561233,645.0001947,752852,12.1328082,2022-04-28,Debit,2022-01-10 00:00:00,0.908061443,5.366454975,8.641289423,0.438361854,50694.64051
3652,72,F,South Tylerhaven,Medium,Risk analyst,PhD,Single,6,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,62,7,FALSE,TRUE,0.831962353,13,1,339,150.3584882,50850,2021-08-22,2023-02-18,3.448229564,3.905422452,1.950421488,5,63,2021-10-13,7,0.75036131,3.414647164,Neutral,Budgeting Tools,Customer Service,Medium,96.6631647,964.8865608,428458,2.563972493,2022-11-13,Credit,2021-08-22 00:00:00,0.477610686,7.726095921,18.46939027,0.838301515,97563.6852
3653,75,F,Taylorside,High,Psychiatrist,Master,Single,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,9,FALSE,FALSE,0.079536656,19,1,13,241.5421928,3133,2023-04-01,2021-01-04,1.02185216,3.439881695,4.612340685,8,48,2022-10-11,0,0.835706126,3.140359146,Negative,Investment Analytics,,High,10.07621975,362.2700996,529681,9.090655925,2023-08-18,Debit,2023-04-01 00:00:00,0.863955229,6.201739441,13.4072809,0.524276056,17883.87949
3654,20,Other,Rossport,Premium,Futures trader,High School,Divorced,3,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,0,6,TRUE,TRUE,0.680999901,19,0,493,638.3118356,314534,2023-03-31,2022-09-29,4.472405172,3.506991913,3.336230131,1,-91,2023-02-21,12,0.818064793,4.45172888,Positive,Investment Analytics,Transaction Delays,Low,21.88154595,430.6083179,81086,5.728406705,2023-05-05,Credit,2023-03-31 00:00:00,0.933584002,4.958799598,13.62449478,0.413907249,87826.56245
3655,27,Other,South Wendyview,Low,"Geologist, engineering",PhD,Married,7,Online,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,32,2,FALSE,FALSE,0.11300328,6,1,557,461.6055785,256777,2023-07-24,2021-05-07,4.827838724,1.3349345,2.665383483,9,90,2021-11-02,10,0.764489288,4.641201493,Neutral,Mobile Deposit,App Issues,High,53.12524382,558.0863245,758190,28.86390347,2023-12-24,Credit,2023-07-24 00:00:00,0.707692125,8.62980952,13.78025531,0.638180048,66498.6256
3656,42,F,Christinastad,Low,Research scientist (physical sciences),PhD,Single,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,7,TRUE,FALSE,0.532796414,1,2,802,637.1410566,510874,2022-07-11,2022-01-24,2.642851165,3.663134045,4.752398477,9,-50,2023-03-30,3,0.627736977,1.514662577,Negative,International Transfers,,Medium,89.13304296,614.090593,402351,12.01448261,2023-01-15,Transfer,2022-07-11 00:00:00,0.08068511,9.345972338,3.455358167,0.805155868,95015.73151
3657,78,F,East Kelly,High,Art therapist,Master,Divorced,1,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,10,9,TRUE,FALSE,0.901614396,10,6,751,166.727668,124666,2023-03-01,2023-03-06,1.162704934,3.56809182,3.792830759,10,-74,2023-01-19,16,0.781096931,3.750391296,Positive,International Transfers,Customer Service,Low,29.54448997,508.1742988,442106,27.14804896,2023-08-13,Debit,2023-03-01 00:00:00,0.925848333,5.6403972,12.96287289,0.807909701,77162.41403
3658,46,Other,Port Christina,High,"Clinical scientist, histocompatibility and immunogenetics",PhD,Single,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,8,TRUE,FALSE,0.238067374,10,2,694,465.0056549,322710,2023-09-07,2023-05-18,2.119935301,3.966723363,3.678290728,8,-83,2021-01-29,3,0.844355294,2.073173832,Negative,Mobile Deposit,,High,29.27063696,297.9295133,382998,9.924643049,2023-11-17,Transfer,2023-09-07 00:00:00,0.831973304,8.838661206,14.7832818,0.179026386,64407.58677
3659,36,M,Aprilview,Premium,Research scientist (medical),High School,Married,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,86,4,FALSE,FALSE,0.078530197,7,7,545,347.0539752,189115,2023-05-14,2022-10-17,3.652146379,3.709865288,2.310314251,9,80,2023-06-09,7,0.947264879,4.121675208,Negative,Investment Analytics,Transaction Delays,Medium,85.76352777,225.6083131,39105,3.713501449,2023-12-25,Debit,2023-05-14 00:00:00,0.773484052,0.98137684,3.71555956,0.071034499,68480.55316
3660,60,M,Fordmouth,Medium,"Engineer, biomedical",Bachelor,Widowed,1,Marketing,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,27,2,TRUE,TRUE,0.339498954,5,2,111,442.3502052,49062,2021-12-08,2023-01-18,1.170917517,4.519336667,3.238949938,5,82,2021-12-20,1,0.501392805,1.467156191,Neutral,,App Issues,Medium,9.78915301,672.6018845,351997,24.2960948,2022-02-14,Transfer,2021-12-08 00:00:00,0.149991546,2.824718133,5.387734518,0.656876171,12979.15322
3661,83,M,East Alice,Medium,"Development worker, community",High School,Single,5,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,8,TRUE,TRUE,0.478257358,10,1,912,303.3949853,276336,2021-08-20,2021-09-16,4.416646344,4.989712936,2.878370569,2,-22,2021-11-06,19,0.791732099,1.75197218,Positive,Budgeting Tools,Customer Service,Medium,84.45659596,913.5547261,881488,14.07552174,2023-05-26,Transfer,2021-08-20 00:00:00,0.38517817,5.696912606,17.77995426,0.366358352,92152.00786
3662,78,Other,Smithchester,Low,Agricultural consultant,Bachelor,Married,2,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,6,TRUE,TRUE,0.724808725,10,9,43,151.8140699,6493,2021-09-29,2023-12-01,4.213252168,1.763951872,2.596600611,4,32,2022-01-12,16,0.810828931,1.851913565,Negative,International Transfers,Transaction Delays,High,60.1504718,870.4848253,157464,25.52138485,2023-10-25,Debit,2021-09-29 00:00:00,0.035198377,8.240154924,5.131870435,0.713248068,82064.0757
3663,60,Other,East Thomas,Low,Seismic interpreter,High School,Single,6,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,16,8,TRUE,FALSE,0.029733169,4,9,445,670.1152161,298150,2021-05-01,2022-03-31,2.85084304,4.553912774,1.026267987,2,-64,2022-03-21,15,0.606528426,3.492058347,Neutral,Budgeting Tools,,Medium,5.3622254,602.0574304,997283,16.99587417,2023-09-11,Credit,2021-05-01 00:00:00,0.650578953,0.382501419,1.261752717,0.475274549,41527.07836
3664,42,M,West Jacquelineborough,Medium,Paediatric nurse,High School,Widowed,3,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,73,9,TRUE,TRUE,0.130882873,9,3,94,672.33002,63168,2021-11-23,2021-08-07,4.081745861,2.168435843,2.176028474,2,-49,2021-07-14,5,0.779755241,3.671883202,Neutral,Budgeting Tools,,High,85.91485794,237.0565485,721031,2.992857646,2022-08-10,Credit,2021-11-23 00:00:00,0.877002985,8.709538249,1.984769331,0.676907283,76896.03931
3665,37,M,New Stephenville,Medium,Licensed conveyancer,PhD,Widowed,7,Branch,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,71,3,TRUE,FALSE,0.410734075,0,3,899,271.7419151,243629,2021-08-01,2023-03-21,1.680229706,2.047963451,4.917675,5,17,2021-02-03,6,0.871801679,4.674326964,Negative,Mobile Deposit,Transaction Delays,Medium,51.97478628,945.3801459,850053,0.95014448,2023-12-01,Credit,2021-08-01 00:00:00,0.64190665,2.078864604,10.22093813,0.238251658,50907.10832
3666,65,F,New Taylorburgh,Low,Data scientist,High School,Single,2,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,8,TRUE,TRUE,0.09502124,6,4,347,581.3920746,201607,2023-05-03,2021-01-19,4.826507014,1.898073093,4.121300152,1,-41,2023-03-13,19,0.915852817,1.296508101,Positive,International Transfers,,Low,12.82077297,434.2566313,270570,4.779165534,2023-09-06,Transfer,2023-05-03 00:00:00,0.498305385,9.062501901,18.57874088,0.495651641,15632.57573
3667,41,Other,West Danabury,High,Environmental education officer,Master,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,82,8,TRUE,FALSE,0.955890565,3,4,315,962.0771252,303030,2023-09-16,2023-08-02,2.991282685,3.18479307,3.459700641,10,-76,2023-08-26,14,0.829325706,3.736905985,Positive,Mobile Deposit,App Issues,Medium,78.84967008,97.71149942,934801,9.622284062,2023-11-08,Transfer,2023-09-16 00:00:00,0.836505952,4.245861192,5.763662773,0.477507111,53926.50492
3668,28,Other,Courtneyborough,Low,"Producer, television/film/video",Master,Single,2,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,7,5,FALSE,FALSE,0.510988803,12,2,128,541.7573506,69248,2023-06-17,2022-10-10,4.940555415,3.1077474,2.66739336,10,22,2021-11-03,12,0.987580981,1.049965796,Positive,Mobile Deposit,Transaction Delays,Low,50.7636568,674.0860485,727194,12.27200274,2023-08-01,Transfer,2023-06-17 00:00:00,0.279666849,3.023440076,19.47255299,0.090242859,85602.42867
3669,72,M,Justinchester,High,"Psychologist, counselling",Master,Married,1,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,58,6,FALSE,FALSE,0.376933524,19,0,404,320.8545184,129280,2022-01-07,2021-10-24,3.105823682,4.402090752,1.307658383,5,-68,2022-07-09,5,0.916612397,3.037214903,Neutral,International Transfers,Transaction Delays,High,48.1992371,924.3842187,155339,25.93901398,2022-04-25,Credit,2022-01-07 00:00:00,0.259276848,6.812127653,18.69016617,0.727439586,14274.93911
3670,45,M,Michaelfurt,Medium,Production manager,Master,Divorced,6,Referral,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,68,5,FALSE,TRUE,0.979727315,14,7,118,315.4723107,37170,2023-02-17,2022-08-31,3.838242271,2.756140628,3.437813914,1,-86,2022-11-22,16,0.697250962,2.841960937,Neutral,International Transfers,Fees,Low,10.881826,168.655406,904674,26.37915583,2023-05-21,Credit,2023-02-17 00:00:00,0.594283548,7.508685558,13.10839187,0.863113059,47262.25016
3671,80,Other,Annborough,High,Consulting civil engineer,PhD,Married,4,Online,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,77,6,TRUE,FALSE,0.646094809,15,9,255,832.9359973,212160,2023-01-05,2022-03-25,4.198817723,4.134052405,2.089463769,3,-100,2022-02-10,0,0.935238994,1.180165028,Negative,Investment Analytics,App Issues,Low,23.43313749,560.5196739,255569,13.69342821,2023-04-11,Debit,2023-01-05 00:00:00,0.969176958,1.54286375,10.28814344,0.00807938,32417.63461
3672,76,F,New Elijahborough,Low,Technical brewer,Master,Married,2,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,44,1,FALSE,TRUE,0.515822892,2,1,672,493.5860712,331296,2021-03-01,2023-10-21,4.16447371,4.897176116,3.304604429,7,65,2021-02-14,11,0.606130385,1.747214925,Positive,Budgeting Tools,App Issues,Medium,19.84880837,697.4361036,266548,19.68411358,2023-06-10,Transfer,2021-03-01 00:00:00,0.487247486,6.618075874,4.716268927,0.580823132,83273.46843
3673,22,M,Gregoryshire,High,Planning and development surveyor,High School,Divorced,2,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,32,2,TRUE,TRUE,0.241134533,2,4,405,270.6398273,109350,2021-09-25,2023-07-23,3.946924738,1.777251702,4.787955139,8,72,2023-10-16,0,0.852689205,4.207200474,Negative,,App Issues,High,74.03076958,130.7440889,618267,3.902269756,2021-11-02,Credit,2021-09-25 00:00:00,0.400878451,6.640761536,11.87150982,0.648292141,90543.76732
3674,68,Other,East Laurashire,Low,Office manager,Master,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,37,8,FALSE,FALSE,0.253078636,7,1,46,634.5779648,29164,2023-09-17,2021-10-29,1.546810335,1.33467925,4.143948805,1,34,2023-03-15,2,0.583806066,2.216308148,Positive,Budgeting Tools,App Issues,Low,49.86732541,385.5506292,141771,28.55089224,2023-10-02,Credit,2023-09-17 00:00:00,0.452020633,1.089749942,7.298666974,0.811057899,75573.71355
3675,38,Other,Riverashire,Medium,Jewellery designer,PhD,Married,1,Referral,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,62,1,FALSE,FALSE,0.362267335,15,5,501,866.1066457,433866,2023-09-27,2022-08-04,2.635289842,2.399200548,4.842228546,10,-89,2021-11-21,12,0.985909644,2.928327707,Neutral,Mobile Deposit,Customer Service,Low,30.30195835,647.3941327,230793,10.13074924,2023-12-25,Debit,2023-09-27 00:00:00,0.023091547,1.539995839,11.50234524,0.430425056,77063.47511
3676,29,F,Tammyfort,High,Optometrist,Bachelor,Single,7,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,11,9,TRUE,TRUE,0.750725878,1,6,255,730.1879528,186150,2021-08-20,2021-10-26,3.167099446,4.832883097,4.350882877,9,-33,2022-09-14,10,0.820441799,2.5770767,Positive,Mobile Deposit,Customer Service,Low,58.17200803,929.9291812,510249,19.44956988,2023-02-26,Debit,2021-08-20 00:00:00,0.409611425,1.162293859,13.63335971,0.506460675,94790.998
3677,67,F,East Aaron,Low,Emergency planning/management officer,High School,Widowed,4,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,66,7,FALSE,FALSE,0.816004929,6,6,965,95.4818781,91675,2023-04-23,2021-03-12,3.833289435,4.131377566,1.350489414,6,53,2022-07-23,11,0.872552877,1.742467856,Positive,International Transfers,App Issues,High,16.69921891,283.8393318,528935,16.57670084,2023-08-02,Credit,2023-04-23 00:00:00,0.542361453,2.645217267,0.066913753,0.405432706,84122.32906
3678,21,M,East Christopher,Medium,"Engineer, broadcasting (operations)",High School,Widowed,1,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,28,1,FALSE,TRUE,0.192074588,0,0,497,348.2426474,172956,2023-06-22,2022-10-18,2.58360926,2.816992605,1.387543038,9,37,2022-04-12,17,0.80859832,4.763920054,Positive,Investment Analytics,Fees,Medium,16.62594186,56.13364965,358569,22.98801443,2023-08-20,Debit,2023-06-22 00:00:00,0.401877431,8.356999984,1.020618106,0.775868017,47421.34444
3679,59,M,East Fred,High,Psychotherapist,PhD,Divorced,6,Branch,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,21,5,TRUE,TRUE,0.817411591,8,8,888,814.5841152,722832,2021-04-05,2022-09-25,3.228505314,1.37231875,3.708702201,10,99,2022-01-25,7,0.719215094,1.211829602,Negative,Mobile Deposit,Fees,Medium,43.50203311,690.1592405,942939,29.77216399,2022-11-11,Credit,2021-04-05 00:00:00,0.157206247,7.742361615,7.219496523,0.315546646,80169.57088
3680,55,M,West Christianton,High,"Accountant, chartered certified",Bachelor,Single,2,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,33,2,FALSE,TRUE,0.330938234,8,0,122,424.0737671,51728,2021-05-10,2023-10-26,2.695271205,2.185220017,3.62553667,2,-51,2023-09-24,15,0.674407977,2.848910558,Neutral,Mobile Deposit,Transaction Delays,Medium,76.6870019,416.9227406,80520,13.05291575,2023-01-12,Transfer,2021-05-10 00:00:00,0.719874317,3.888737091,11.14862066,0.203956487,12672.9563
3681,42,Other,New Lindsay,Low,Clinical research associate,Master,Single,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,69,1,FALSE,TRUE,0.200295409,17,7,898,998.6413725,896204,2022-06-20,2021-09-10,3.854095354,4.547428649,2.519572052,2,52,2023-10-20,0,0.640271464,2.34540473,Neutral,Budgeting Tools,,Low,17.13144594,915.7265524,28864,8.90540518,2023-03-14,Debit,2022-06-20 00:00:00,0.08434285,7.779225941,7.206465873,0.330197766,9413.26461
3682,31,M,Ortegamouth,Low,Health promotion specialist,Bachelor,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,98,1,TRUE,FALSE,0.194782573,11,0,470,348.5210713,163560,2022-10-06,2022-07-15,1.316944894,1.61597082,1.214464394,6,-5,2023-06-06,8,0.895369156,3.666991843,Positive,Mobile Deposit,App Issues,Low,29.30401055,236.0981148,878482,3.028054078,2023-04-07,Transfer,2022-10-06 00:00:00,0.783684796,0.653767068,1.242159397,0.676643421,52375.29063
3683,49,Other,Vincentville,Low,Biomedical engineer,High School,Married,3,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,38,5,FALSE,FALSE,0.463430473,11,2,711,908.4200049,645588,2021-01-26,2023-09-07,3.856805343,3.617158732,3.855080287,1,91,2023-06-11,3,0.615475032,3.587970737,Negative,Budgeting Tools,Customer Service,Medium,36.74036414,84.12691243,345377,23.7605256,2022-07-08,Transfer,2021-01-26 00:00:00,0.081350943,9.177676324,16.80913306,0.481613616,56344.12473
3684,28,M,New Phillip,Low,Armed forces training and education officer,High School,Married,5,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,15,4,TRUE,TRUE,0.767130524,4,9,362,464.8519797,167968,2023-12-11,2022-03-18,4.354767122,3.452350202,1.419714881,2,-47,2021-11-24,3,0.927600194,3.786804799,Positive,International Transfers,Transaction Delays,Medium,82.22404809,688.5159824,826169,9.35333306,2023-12-14,Transfer,2023-12-11 00:00:00,0.249487117,4.214768109,1.911218998,0.768419616,83770.09636
3685,78,F,Mccarthystad,Premium,Marketing executive,High School,Single,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,30,5,FALSE,FALSE,0.570715495,10,3,202,936.6390614,189072,2022-04-04,2023-10-11,1.050686648,2.242293931,3.541637888,5,-58,2023-09-26,14,0.878092669,2.996717926,Negative,International Transfers,App Issues,Low,68.00339605,943.7686176,885938,13.31879839,2022-11-02,Credit,2022-04-04 00:00:00,0.97718012,9.486739233,10.75822493,0.657813087,81020.56071
3686,35,F,Marymouth,Medium,"Designer, ceramics/pottery",Bachelor,Widowed,6,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,48,6,FALSE,FALSE,0.464646982,3,8,948,427.0919268,404796,2022-11-24,2022-08-20,3.13821477,3.361882453,1.192391797,6,1,2021-05-03,13,0.703891868,1.44268889,Positive,Budgeting Tools,Customer Service,Medium,70.33515931,563.9244639,623338,28.70023729,2023-11-29,Transfer,2022-11-24 00:00:00,0.321479183,1.024560095,16.33974318,0.275210631,69693.71717
3687,44,Other,New Meganburgh,Medium,Print production planner,Master,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,1,FALSE,FALSE,0.01801637,15,7,1,473.7700918,473,2023-11-30,2023-02-11,2.002331174,3.9490138,1.727554607,5,54,2022-12-25,11,0.820825413,3.013048836,Negative,,,Medium,19.23375253,475.5411119,239928,28.40972849,2023-12-16,Credit,2023-11-30 00:00:00,0.683317289,6.014243901,4.159110501,0.359161069,8115.638292
3688,72,F,Jenniferchester,Premium,Software engineer,High School,Widowed,6,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,78,2,TRUE,TRUE,0.563561311,11,4,592,545.3957303,322640,2023-12-08,2021-05-01,2.729868583,1.236047516,3.226061656,3,43,2021-08-06,6,0.904604361,4.516934667,Positive,Budgeting Tools,App Issues,Low,32.61170456,244.8281813,681964,20.82339946,2023-12-18,Debit,2023-12-08 00:00:00,0.843167363,8.249851087,11.62490402,0.45945959,54849.36429
3689,71,Other,Henryview,Medium,Biomedical scientist,PhD,Divorced,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,2,TRUE,TRUE,0.674706,1,3,617,49.39361274,30233,2021-07-15,2022-11-14,3.982368508,4.188542107,3.389136264,6,-9,2021-05-18,8,0.50837295,2.315055322,Neutral,Investment Analytics,Transaction Delays,Low,79.53930887,110.5302621,195593,3.106137992,2022-03-11,Transfer,2021-07-15 00:00:00,0.529799173,8.896397161,14.0104016,0.360112231,7416.435159
3690,38,Other,New Rachelstad,High,Agricultural consultant,Master,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,0,5,FALSE,TRUE,0.098071242,4,9,668,93.21010212,62124,2023-06-06,2021-11-09,4.101536841,2.841106869,3.688098742,9,88,2022-10-25,4,0.635407233,4.544624317,Neutral,,Customer Service,Medium,96.37406182,839.2142138,166848,13.45641448,2023-06-30,Transfer,2023-06-06 00:00:00,0.473099482,2.477118395,7.807426307,0.527743675,17506.97618
3691,61,F,North Michelle,Medium,Mental health nurse,High School,Single,4,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,43,9,FALSE,TRUE,0.956177108,7,8,880,856.0354328,753280,2022-05-25,2022-03-08,2.606472805,1.888415472,1.442880044,4,-15,2023-09-04,18,0.985286169,3.811372237,Neutral,Budgeting Tools,App Issues,Medium,65.23171804,334.4295537,810373,27.25526608,2023-04-11,Transfer,2022-05-25 00:00:00,0.147842324,1.283183956,7.767558672,0.867785681,6016.70895
3692,22,Other,Townsendstad,Medium,"Journalist, magazine",Master,Married,7,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,83,7,TRUE,FALSE,0.091541428,15,0,701,272.5004327,190672,2023-09-14,2022-04-06,1.366174568,3.157064444,2.778379722,3,94,2022-08-16,5,0.70312495,4.794051857,Positive,Mobile Deposit,App Issues,Medium,14.78199937,140.5944394,888767,15.11972028,2023-11-02,Credit,2023-09-14 00:00:00,0.290492272,7.159988195,0.736803041,0.092225106,62403.36727
3693,58,F,Lewisside,Medium,"Scientist, physiological",PhD,Married,3,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,86,4,FALSE,TRUE,0.690676627,17,5,340,630.989862,214200,2022-12-10,2021-04-18,3.437950098,1.235892831,1.535348719,10,27,2021-10-17,3,0.848429606,2.952516272,Neutral,Investment Analytics,Transaction Delays,High,80.20817724,411.7611192,185518,29.52165525,2023-03-31,Credit,2022-12-10 00:00:00,0.754479888,1.335373654,16.27632537,0.023019468,46402.31619
3694,76,M,South Neil,Low,Armed forces technical officer,Bachelor,Single,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,83,5,TRUE,TRUE,0.52455484,2,7,410,267.4014599,109470,2023-02-28,2022-01-02,2.116431663,4.366622202,4.745371791,7,65,2022-04-27,5,0.591174224,2.115439159,Negative,Budgeting Tools,,Low,95.26496714,788.4575815,695331,5.665394721,2023-03-26,Debit,2023-02-28 00:00:00,0.378162935,2.393420665,2.544104345,0.59266685,78204.39263
3695,71,M,East Scotthaven,Medium,Animator,High School,Single,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,95,7,TRUE,FALSE,0.88418914,5,6,79,358.5618978,28282,2021-11-01,2023-09-26,1.464836163,4.968710486,4.337390026,8,-37,2023-11-29,10,0.684936121,1.292930343,Negative,Mobile Deposit,,Low,72.17111471,467.0553509,478090,17.92964727,2023-07-11,Transfer,2021-11-01 00:00:00,0.075791046,9.963706521,2.452421038,0.974808417,63426.09543
3696,39,F,North Brenda,Low,Agricultural consultant,PhD,Married,2,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,45,9,TRUE,TRUE,0.41409386,3,7,127,608.2730022,77216,2021-04-22,2023-03-14,2.259361582,3.710475602,3.259068016,8,-58,2023-10-10,2,0.9014958,1.032735993,Positive,Investment Analytics,Fees,Medium,77.09138037,354.7918576,279592,5.676967869,2021-12-26,Credit,2021-04-22 00:00:00,0.691595873,6.059592377,2.701299553,0.986212885,22817.46075
3697,82,F,Clintonstad,Low,"Designer, blown glass/stained glass",High School,Single,4,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,88,7,FALSE,TRUE,0.508543157,10,2,94,345.2431733,32430,2021-01-24,2022-09-05,3.321413638,2.272478163,2.722938026,10,0,2022-03-20,13,0.733686057,4.616749851,Neutral,Mobile Deposit,Customer Service,Medium,26.0576134,280.555099,904674,23.87940501,2021-02-10,Debit,2021-01-24 00:00:00,0.632002377,8.944444006,14.58515245,0.605848729,35562.68514
3698,81,F,Wesleytown,Medium,Radio broadcast assistant,High School,Married,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,2,TRUE,TRUE,0.552923652,1,4,780,728.5544861,567840,2021-11-18,2021-11-23,4.633894092,4.571044064,2.29908384,9,23,2023-05-03,4,0.949589039,3.257672003,Negative,Investment Analytics,Transaction Delays,Medium,48.97360019,495.0454974,219342,27.52840617,2023-03-14,Transfer,2021-11-18 00:00:00,0.730351655,6.545650134,3.027983301,0.891301164,6529.491283
3699,21,F,Arthurview,Medium,"Editor, magazine features",Bachelor,Single,7,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,52,4,TRUE,TRUE,0.874846959,12,0,127,521.3790518,66167,2023-11-02,2021-02-14,1.862036597,2.24761245,4.142950721,7,41,2023-10-02,17,0.508486821,1.429522341,Positive,International Transfers,,High,64.53028484,589.5726697,77307,1.850648414,2023-12-10,Transfer,2023-11-02 00:00:00,0.367698963,5.630950124,8.200371863,0.592595065,2720.364577
3700,82,M,Sandersview,Medium,"Conservation officer, historic buildings",Bachelor,Divorced,2,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,4,FALSE,TRUE,0.799647389,12,7,130,759.1800217,98670,2023-08-20,2023-03-15,4.055749037,2.445954449,3.039074314,6,-37,2021-01-27,3,0.774020215,2.404497315,Neutral,International Transfers,Fees,Medium,10.91886263,88.30920145,91086,12.8076748,2023-11-30,Transfer,2023-08-20 00:00:00,0.811511913,6.125399517,16.83260068,0.768729741,26788.53923
3701,32,Other,Colleenshire,Medium,Brewing technologist,Master,Divorced,4,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,44,9,TRUE,FALSE,0.280109712,17,1,714,221.7994411,157794,2023-10-13,2022-11-23,4.449116244,4.688948325,1.048530464,5,90,2022-09-23,5,0.902102143,3.341330175,Neutral,Investment Analytics,Transaction Delays,Medium,44.35340593,511.4410486,358667,1.141494686,2023-12-18,Credit,2023-10-13 00:00:00,0.51488568,9.70445538,7.627216923,0.557370559,29493.16794
3702,39,Other,Port Jenniferfort,High,Insurance broker,PhD,Widowed,6,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,63,8,FALSE,FALSE,0.95525583,12,9,91,648.5166598,58968,2021-12-05,2023-05-16,1.591870864,3.482170985,3.281367685,5,96,2021-11-21,17,0.703312449,4.688187079,Positive,,App Issues,High,20.53893107,98.94102699,823896,2.063971369,2023-10-13,Credit,2021-12-05 00:00:00,0.344138161,9.712438795,10.98177191,0.721106855,91223.27697
3703,64,M,Henryfort,Low,Electronics engineer,PhD,Single,5,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,93,6,FALSE,TRUE,0.7530703,11,2,376,320.2112431,120320,2021-06-03,2023-08-28,1.02223538,2.520763876,4.428144341,10,-52,2022-11-25,1,0.637493192,3.964931099,Negative,,,High,43.08162407,351.7333199,775168,11.04176345,2023-06-27,Credit,2021-06-03 00:00:00,0.638074289,9.650858618,11.98408698,0.743449623,2049.562676
3704,63,Other,North Mikeberg,Medium,IT consultant,Bachelor,Married,7,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,8,FALSE,FALSE,0.012044484,8,9,21,359.6070587,7539,2023-10-04,2022-12-15,4.781406545,2.768256615,3.426174298,1,99,2022-09-29,7,0.624780946,2.675180107,Negative,Mobile Deposit,,Medium,94.07025289,500.9631583,234515,17.49382465,2023-11-16,Credit,2023-10-04 00:00:00,0.066121098,2.35469288,13.71808657,0.225491944,41272.039
3705,31,M,Port Melissa,High,"Psychologist, educational",High School,Single,4,Branch,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,23,7,FALSE,FALSE,0.183745622,0,1,55,194.7296393,10670,2022-10-19,2023-03-13,1.393127549,3.720533195,1.282110219,7,79,2023-05-29,6,0.684194271,1.159191516,Negative,Budgeting Tools,,High,85.9724317,462.2015284,883006,25.55104538,2023-11-19,Transfer,2022-10-19 00:00:00,0.927117926,0.627637242,4.938984598,0.286988814,75016.25515
3706,67,Other,South Maryville,Low,"Engineer, broadcasting (operations)",Master,Single,5,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,75,8,FALSE,FALSE,0.855806156,4,0,912,137.2402448,124944,2022-05-09,2023-03-12,1.645416328,3.611280629,3.361775161,6,-19,2021-09-07,1,0.870807648,3.565887015,Negative,,Fees,Low,48.3685646,72.22428347,530962,28.41754028,2022-06-25,Credit,2022-05-09 00:00:00,0.831424958,6.98331718,4.765025947,0.848101747,26356.49424
3707,37,F,South Danaton,High,Communications engineer,Bachelor,Widowed,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,7,FALSE,TRUE,0.645863345,3,1,37,882.5553489,32634,2022-11-09,2021-05-28,2.631227944,2.45446006,3.999535406,7,50,2021-09-23,0,0.589208416,2.457749656,Positive,Budgeting Tools,Customer Service,Low,55.01978284,312.3276288,410110,8.061862733,2023-10-08,Transfer,2022-11-09 00:00:00,0.001775191,4.844098481,5.193799972,0.904624108,84515.24379
3708,67,F,Connorside,High,"Physicist, medical",Master,Married,5,Branch,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,70,2,TRUE,FALSE,0.258129003,3,9,941,946.8139803,890186,2022-07-24,2023-12-18,2.180143703,1.47774995,3.954021739,10,18,2023-12-21,10,0.793857198,1.279982393,Neutral,Mobile Deposit,Fees,High,20.95781436,370.7986032,787868,6.718195882,2023-10-05,Transfer,2022-07-24 00:00:00,0.676334093,8.989153215,14.21845807,0.56944152,36458.80428
3709,50,F,Tonyaborough,Low,Aid worker,Master,Single,7,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,39,6,FALSE,FALSE,0.171422147,13,1,86,399.6252734,34314,2021-04-14,2022-08-03,4.925563103,2.684033626,3.16630617,9,17,2022-08-01,1,0.511039675,4.321480987,Neutral,International Transfers,Customer Service,Low,20.53320435,478.7922259,994836,4.745841543,2023-03-27,Transfer,2021-04-14 00:00:00,0.479414165,5.412262298,16.62913946,0.334375237,1812.452047
3710,76,M,West Marymouth,Low,Trade mark attorney,PhD,Married,3,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,80,4,FALSE,FALSE,0.146751928,10,5,295,765.8925192,225675,2023-11-05,2022-08-02,4.302613149,3.679865801,4.01182225,9,59,2022-11-30,1,0.55030603,4.746026112,Negative,Mobile Deposit,Transaction Delays,Low,65.40504869,764.4140918,78107,0.589431545,2023-12-17,Transfer,2023-11-05 00:00:00,0.156860863,4.039131052,7.11041129,0.875805572,75423.1746
3711,60,M,New Jennifer,Premium,Illustrator,Master,Single,1,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,49,4,FALSE,FALSE,0.318105447,13,3,681,805.4716747,548205,2022-04-02,2022-02-04,3.595958227,2.063412837,1.471527439,2,-53,2023-02-04,11,0.606450436,3.104154306,Negative,Mobile Deposit,Transaction Delays,Medium,37.24808675,53.81118926,782697,16.05299596,2023-02-09,Debit,2022-04-02 00:00:00,0.044760347,3.159521426,6.834590222,0.801612908,58246.66794
3712,29,Other,Zacharyfurt,Low,Ergonomist,PhD,Widowed,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,6,TRUE,TRUE,0.898530037,11,9,278,150.4332265,41700,2023-02-15,2023-03-18,1.105772979,4.537178328,2.046103371,3,-1,2021-09-20,11,0.768157006,1.463839423,Negative,Mobile Deposit,Customer Service,High,87.27254543,542.0496533,659568,15.93898216,2023-08-19,Credit,2023-02-15 00:00:00,0.652889878,1.174875513,2.781420175,0.329033023,38459.80671
3713,57,Other,Monroeton,High,"Teacher, secondary school",High School,Married,4,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,14,8,TRUE,TRUE,0.352046334,15,3,561,939.6945684,526779,2023-04-06,2021-07-19,1.968370513,2.357389755,1.908146575,10,-89,2023-01-27,10,0.884039636,2.609701318,Positive,Investment Analytics,App Issues,Low,81.69812095,740.4063264,563348,2.561678716,2023-11-29,Credit,2023-04-06 00:00:00,0.004072797,2.270951972,16.01320653,0.026901553,47546.63406
3714,37,Other,East Mandyhaven,Medium,Community pharmacist,High School,Single,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,5,FALSE,FALSE,0.660700565,14,0,977,810.1317878,791370,2022-04-27,2021-09-26,1.77279121,1.818772538,2.394603945,9,85,2023-08-28,0,0.566351232,1.308929127,Positive,Budgeting Tools,Customer Service,Low,83.63382964,340.5764722,718086,0.515761052,2022-09-12,Transfer,2022-04-27 00:00:00,0.253197291,4.773799553,13.14705656,0.452314644,70743.95604
3715,55,M,Lake Joseph,Medium,"Engineer, water",Bachelor,Divorced,5,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,20,3,FALSE,FALSE,0.111565651,9,9,657,791.7198285,519687,2021-06-11,2022-10-25,2.043384564,2.680967613,3.546854721,3,51,2021-05-10,15,0.78887319,4.207446083,Neutral,,,Medium,38.19698496,371.1020027,244143,11.44754379,2023-03-17,Debit,2021-06-11 00:00:00,0.720587564,2.416904055,0.69485289,0.314873579,86182.24959
3716,20,Other,South Bradley,Low,Occupational therapist,High School,Married,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,59,1,TRUE,TRUE,0.531399568,3,1,410,925.246402,379250,2023-07-30,2021-04-21,4.797347843,1.950652705,3.055948742,4,-98,2021-02-06,7,0.85961926,3.164443966,Neutral,International Transfers,Transaction Delays,Medium,86.31023962,547.6431693,76744,2.366627757,2023-10-09,Debit,2023-07-30 00:00:00,0.389004859,9.172435346,19.04232599,0.82013689,47924.93985
3717,45,F,Lake William,Medium,Seismic interpreter,PhD,Widowed,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,92,5,FALSE,TRUE,0.342874427,0,2,101,359.3539148,36259,2023-06-29,2022-09-15,2.626581608,2.818864311,2.86813953,5,-15,2023-07-05,15,0.923765438,2.57347482,Negative,Budgeting Tools,App Issues,High,34.31244905,982.0941953,452104,1.688222425,2023-07-07,Transfer,2023-06-29 00:00:00,0.362782018,9.131622444,4.632666202,0.769340369,11390.82541
3718,73,Other,Lake Julie,Medium,Chartered legal executive (England and Wales),Master,Divorced,1,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,64,3,FALSE,FALSE,0.16052103,18,8,806,887.8213455,714922,2023-07-07,2023-07-27,4.495943276,1.354875144,3.255301768,10,-99,2023-01-28,13,0.619989981,3.919563393,Neutral,Mobile Deposit,,Low,66.25191948,66.38216845,67337,14.82086756,2023-11-27,Transfer,2023-07-07 00:00:00,0.791015474,5.532115929,14.00792575,0.702097271,4283.205774
3719,30,F,West Joshuastad,High,"Research officer, trade union",Master,Married,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,3,TRUE,FALSE,0.797778739,7,4,422,998.0217109,421156,2021-06-30,2021-12-02,2.892212528,2.749803132,2.603269383,6,-93,2023-05-05,3,0.568972801,4.347708467,Negative,International Transfers,Transaction Delays,Low,34.04038885,505.4010599,603144,24.37234426,2023-08-06,Credit,2021-06-30 00:00:00,0.833937487,1.716208894,6.798618,0.373057735,64692.94406
3720,83,M,West Stevenland,Premium,"Development worker, international aid",High School,Married,5,Branch,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,54,4,TRUE,FALSE,0.81553954,9,3,809,239.0324343,193351,2023-10-18,2021-10-09,3.654598871,3.954270972,4.859115676,10,0,2022-05-20,18,0.80873296,4.131675823,Negative,,Transaction Delays,Low,82.33997494,378.3718043,178956,20.0640665,2023-11-09,Debit,2023-10-18 00:00:00,0.569005929,3.232491763,17.56062134,0.139524876,58131.88324
3721,54,F,Davisland,High,Animal nutritionist,PhD,Married,2,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,68,9,TRUE,FALSE,0.306271103,6,9,637,130.2203225,82810,2023-07-05,2023-06-24,4.765737961,2.129228626,1.053366035,10,28,2022-03-05,14,0.683343236,4.284465492,Negative,Mobile Deposit,Customer Service,Medium,34.65876194,707.9447335,611582,4.607593607,2023-12-31,Debit,2023-07-05 00:00:00,0.216917952,7.82719899,6.260735383,0.327670795,54347.05484
3722,66,F,Lake Christopher,Medium,"Engineer, civil (contracting)",Master,Married,6,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,78,4,TRUE,FALSE,0.653765996,1,2,106,117.7106304,12402,2022-10-10,2023-09-16,3.329096681,4.936867525,2.233823025,2,-55,2022-10-31,15,0.810678825,4.471720003,Positive,Mobile Deposit,Transaction Delays,Medium,92.55506222,64.83704097,835726,19.82618864,2022-12-04,Credit,2022-10-10 00:00:00,0.653767399,6.774429483,18.14906108,0.899199727,9328.368717
3723,83,F,Brittanytown,High,Community development worker,High School,Single,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,5,TRUE,TRUE,0.394072256,1,9,753,383.7107534,288399,2021-09-01,2022-08-20,2.426566395,1.73881908,4.942295762,6,-97,2022-04-24,16,0.622926584,2.873277366,Neutral,Budgeting Tools,App Issues,Low,82.94441196,361.0130888,452089,10.51843576,2022-12-16,Credit,2021-09-01 00:00:00,0.206673819,7.489381144,9.159291146,0.848756408,54529.44869
3724,53,M,Port Alex,High,"Engineer, civil (consulting)",PhD,Single,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,74,5,FALSE,TRUE,0.044476171,18,0,835,810.6809775,676350,2023-10-16,2021-10-24,2.891133671,2.373275276,4.6950132,3,-29,2022-10-03,3,0.616930614,3.637107557,Neutral,Budgeting Tools,,Low,68.00890132,11.1130417,447678,2.580793629,2023-12-16,Transfer,2023-10-16 00:00:00,0.322307263,2.698570612,18.65842172,0.172470459,42556.6825
3725,71,M,Stevenbury,Premium,Multimedia specialist,PhD,Married,1,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,54,1,FALSE,FALSE,0.42777753,11,0,628,753.3215851,472884,2021-02-06,2022-03-06,2.87494476,2.967922107,4.333135772,7,-69,2023-09-03,1,0.881612102,3.361770813,Positive,International Transfers,Fees,High,14.30445855,519.3387682,894428,11.09264743,2022-02-26,Credit,2021-02-06 00:00:00,0.167622055,0.071449948,4.322151178,0.991419662,54569.31405
3726,43,M,Maryborough,Medium,Writer,Master,Widowed,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,84,7,TRUE,FALSE,0.575860726,18,9,585,205.3517921,119925,2021-07-30,2022-03-23,4.200088055,4.373691165,1.620143097,9,-85,2022-07-29,12,0.640894235,1.51144233,Neutral,Mobile Deposit,Fees,High,77.23630019,93.3807249,982001,25.97013402,2022-07-01,Transfer,2021-07-30 00:00:00,0.738878233,0.139838054,16.57576876,0.631498055,35058.77961
3727,57,M,West Brian,High,Logistics and distribution manager,Bachelor,Single,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,2,TRUE,TRUE,0.299036746,11,7,321,539.3820611,173019,2023-04-07,2022-02-05,2.342919705,2.739045868,4.227086449,5,-70,2022-11-29,9,0.976621331,1.955980778,Negative,International Transfers,Fees,High,76.99627326,841.135952,917601,6.128985559,2023-05-24,Debit,2023-04-07 00:00:00,0.004818676,6.72401303,13.02055314,0.184772474,56872.35709
3728,60,Other,Gregoryberg,Medium,Make,Bachelor,Married,5,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,6,FALSE,FALSE,0.948895715,12,9,952,367.9209234,349384,2023-04-25,2021-01-19,1.171800362,3.942551336,1.368896086,8,32,2022-11-10,7,0.86870017,1.687149082,Positive,Investment Analytics,,High,86.8742612,865.9520907,810903,14.74747168,2023-08-10,Transfer,2023-04-25 00:00:00,0.094922572,5.50337591,0.294388232,0.70432626,58040.76168
3729,39,M,Robertborough,Medium,"Designer, exhibition/display",PhD,Married,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,4,FALSE,TRUE,0.558043218,15,8,403,833.5171614,335699,2021-03-15,2023-01-12,3.692490344,1.060058565,1.312072336,6,70,2022-02-03,4,0.973267406,3.596615182,Positive,Mobile Deposit,App Issues,Low,36.87635386,753.1071293,216446,10.50985222,2022-04-29,Transfer,2021-03-15 00:00:00,0.134661702,4.104573339,7.417444882,0.174305251,80590.71585
3730,37,F,Nicoleburgh,Premium,"Scientist, marine",PhD,Widowed,7,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,53,5,TRUE,FALSE,0.371469739,7,2,14,806.1317401,11284,2021-01-01,2021-07-28,4.420344514,1.102340286,1.323893696,8,40,2021-09-18,4,0.821220861,4.452925796,Positive,,,Low,49.40380103,96.36036152,561692,23.99076723,2023-11-07,Transfer,2021-01-01 00:00:00,0.58576487,7.698496718,9.568379902,0.735951977,74358.58561
3731,25,M,Jordanmouth,Low,"Nurse, adult",High School,Widowed,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,5,FALSE,FALSE,0.735020085,9,8,488,812.0355572,396256,2021-07-06,2021-10-30,3.005134951,1.151789828,3.329662813,4,35,2022-10-22,13,0.89131222,4.0333818,Negative,,Customer Service,High,11.4157515,274.3246235,625850,17.96551682,2021-09-09,Debit,2021-07-06 00:00:00,0.885628938,8.93088919,6.036781436,0.684132829,60563.01517
3732,46,Other,Christopherstad,Low,"Editor, commissioning",PhD,Widowed,7,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,44,4,FALSE,TRUE,0.340920243,5,7,114,530.0119877,60420,2022-09-16,2023-02-11,1.559870804,1.092614796,3.759697271,7,38,2022-04-14,3,0.693232602,2.508896269,Negative,Budgeting Tools,,High,65.73460863,18.26272957,499483,12.29283048,2022-10-20,Debit,2022-09-16 00:00:00,0.482860226,8.791194559,0.156844997,0.892707062,33905.48921
3733,57,Other,Michaelhaven,High,Aid worker,High School,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,84,2,FALSE,TRUE,0.024706159,14,0,764,809.3904003,618076,2023-11-08,2023-05-25,1.579889152,1.817900952,2.024240179,9,94,2022-05-01,5,0.996116449,3.63245795,Positive,Mobile Deposit,,Low,77.12065321,750.016205,115630,13.05715006,2023-11-21,Transfer,2023-11-08 00:00:00,0.772860063,7.489904098,10.1186528,0.978160102,66666.85098
3734,47,Other,Gallegosburgh,Low,Tourist information centre manager,High School,Married,4,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,53,8,FALSE,FALSE,0.008260744,16,5,230,736.0252002,169280,2022-02-28,2021-12-11,4.568397863,3.3837062,3.611972597,7,-68,2022-05-26,7,0.634167861,2.639813194,Positive,Mobile Deposit,Fees,Medium,56.37885577,860.8575123,995211,27.10576113,2022-10-06,Debit,2022-02-28 00:00:00,0.851482287,9.984331332,10.65862201,0.164099783,18579.14831
3735,72,F,Port Brendaberg,High,Electronics engineer,High School,Widowed,1,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,80,1,TRUE,TRUE,0.301969623,10,8,66,529.5131474,34914,2023-07-24,2021-04-26,1.292668125,4.161575083,2.832618636,2,31,2023-09-28,15,0.542524968,2.097964801,Neutral,,Transaction Delays,Low,49.05842969,559.624504,116609,7.568160767,2023-12-30,Credit,2023-07-24 00:00:00,0.50556321,0.144260771,12.14588897,0.672444263,13576.31133
3736,33,M,Lake Ryan,High,Teaching laboratory technician,PhD,Married,1,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,52,9,FALSE,TRUE,0.155984049,18,3,455,775.0289882,352625,2022-11-30,2021-07-16,3.011593591,3.270523539,4.894167447,5,49,2023-08-21,9,0.936317365,4.574185731,Negative,Budgeting Tools,,Low,73.8606381,898.1755282,274688,2.5030315,2023-07-28,Debit,2022-11-30 00:00:00,0.396961647,2.380377298,19.75846624,0.294920975,45499.38299
3737,63,M,Jaredhaven,Low,Radio producer,PhD,Single,6,Branch,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,94,6,FALSE,TRUE,0.352463248,9,8,678,383.0924287,259674,2023-01-15,2022-12-30,2.322711598,1.325217163,2.376517434,9,-43,2021-02-09,2,0.777868103,1.818834839,Neutral,,,High,63.39917595,60.09442876,637044,25.59956442,2023-04-23,Debit,2023-01-15 00:00:00,0.95247168,7.915402083,16.80420334,0.078460402,38837.66283
3738,79,M,Christopherborough,Medium,Fine artist,High School,Married,2,Online,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,43,4,FALSE,FALSE,0.769660657,17,1,555,782.0098964,434010,2021-04-22,2023-08-29,2.100809763,3.81448717,3.732760205,1,87,2022-10-04,9,0.705030408,3.537693945,Negative,Mobile Deposit,App Issues,High,80.23685539,551.2398756,553050,14.32048804,2023-12-04,Credit,2021-04-22 00:00:00,0.813743802,3.356137633,17.94973816,0.289907401,6383.181425
3739,24,F,Jefferyview,High,Local government officer,Master,Married,4,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,86,6,TRUE,FALSE,0.309050555,8,9,247,627.1396386,154869,2022-04-02,2022-01-03,1.688806527,3.211835602,1.511648825,4,-3,2023-11-13,13,0.65876975,4.002557452,Neutral,International Transfers,Customer Service,Low,28.85835884,772.6825697,248428,1.452701911,2023-06-15,Credit,2022-04-02 00:00:00,0.791786389,8.916031703,0.108810365,0.08405256,84893.89415
3740,62,F,North Zacharyburgh,Medium,Conference centre manager,PhD,Divorced,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,95,9,FALSE,TRUE,0.559647356,8,8,889,863.2596971,767207,2023-07-20,2021-04-18,2.198928181,2.264761206,1.234979756,9,6,2021-07-15,15,0.978927447,3.474186741,Positive,Budgeting Tools,Fees,Medium,71.45445957,840.2552561,172939,27.14251717,2023-11-12,Credit,2023-07-20 00:00:00,0.657423828,6.933849846,3.218498497,0.592728785,21809.83855
3741,76,Other,Taylorshire,Premium,Midwife,Bachelor,Single,4,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,35,9,TRUE,FALSE,0.919645655,17,0,766,893.4099436,684038,2022-11-11,2021-08-29,3.862975683,1.707219025,3.50373358,9,-20,2023-02-26,11,0.959088449,1.480413221,Neutral,,,Medium,19.90015847,91.14660327,823611,18.83346052,2022-11-25,Credit,2022-11-11 00:00:00,0.042240919,0.230785218,19.32561288,0.00578206,6199.072655
3742,73,Other,Nathanfurt,High,Warden/ranger,Master,Single,6,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,33,3,TRUE,TRUE,0.69829286,5,3,220,394.8459319,86680,2023-08-27,2023-11-22,3.390448036,1.324019971,2.014253317,10,-5,2021-10-31,14,0.933506494,2.078433922,Negative,,Transaction Delays,High,83.61639935,384.8030505,287445,7.557403624,2023-10-27,Credit,2023-08-27 00:00:00,0.677702547,4.650690501,16.03709253,0.618210961,28236.02706
3743,65,M,West Jacquelinestad,Medium,Management consultant,Bachelor,Divorced,2,Referral,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,51,8,FALSE,TRUE,0.561758147,15,4,394,294.9738731,115836,2023-01-15,2022-11-25,1.330577025,2.978915001,4.659650069,5,-75,2022-10-21,13,0.819981102,1.058321829,Neutral,International Transfers,App Issues,Medium,75.49342326,73.57208662,134462,20.95467125,2023-03-25,Transfer,2023-01-15 00:00:00,0.815533314,1.157900928,7.765231186,0.710795948,32426.11414
3744,44,F,East Robertmouth,Low,"Engineer, production",PhD,Widowed,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,5,1,TRUE,TRUE,0.867055734,11,1,345,287.283571,99015,2023-07-16,2023-06-08,4.015396666,4.36474715,1.063001791,1,42,2021-06-16,5,0.616205124,4.034730198,Negative,,App Issues,High,67.60513631,611.3133734,114827,8.044607483,2023-08-15,Transfer,2023-07-16 00:00:00,0.919164071,8.913649016,18.53126626,0.873546677,62584.27222
3745,70,F,Deborahville,Premium,Farm manager,Master,Widowed,7,Online,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,37,9,TRUE,TRUE,0.330643936,1,5,637,332.8566874,211484,2021-08-22,2021-11-01,2.418007684,1.402745895,4.766317316,9,59,2023-12-20,3,0.931206513,1.740291291,Positive,Budgeting Tools,Fees,Low,30.39795374,335.5780824,604393,11.70933401,2022-12-25,Transfer,2021-08-22 00:00:00,0.802854181,1.994625884,15.70147566,0.149537033,71788.37325
3746,52,M,West Kevin,Medium,Data scientist,PhD,Married,7,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,7,TRUE,TRUE,0.197844747,16,7,534,60.19878422,32040,2021-07-19,2023-04-08,1.868906265,1.424341255,1.081862915,1,80,2023-10-03,2,0.954123241,4.424833055,Positive,Budgeting Tools,Customer Service,High,27.06904593,934.3607605,66732,10.59730647,2023-05-22,Credit,2021-07-19 00:00:00,0.870038958,1.21790071,13.94948315,0.799702005,41399.95742
3747,68,M,Paynetown,Low,"Doctor, general practice",PhD,Divorced,2,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,32,7,TRUE,FALSE,0.747169497,8,1,75,931.9196282,69825,2022-03-31,2022-05-17,4.269800383,2.09792158,3.590332448,10,-40,2023-08-06,12,0.663660721,1.661847044,Neutral,International Transfers,Transaction Delays,Low,88.61511972,306.8522199,924664,22.36932891,2022-11-17,Debit,2022-03-31 00:00:00,0.429196855,7.084130656,14.2796124,0.862101305,61351.8919
3748,54,Other,Lambmouth,High,Dentist,Master,Widowed,1,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,74,6,FALSE,FALSE,0.05879386,4,8,576,132.7418875,76032,2021-01-05,2021-03-11,3.543668462,2.520083497,4.376155105,5,23,2022-06-29,16,0.81725476,2.487240578,Positive,Budgeting Tools,App Issues,High,45.54295448,523.6029824,364309,3.190429218,2022-08-29,Credit,2021-01-05 00:00:00,0.348597103,3.034980081,17.52543859,0.855492682,49797.0077
3749,74,Other,Simonfort,High,Probation officer,PhD,Single,3,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,1,FALSE,FALSE,0.424182405,16,1,104,879.174451,91416,2022-12-01,2021-09-01,3.889566945,4.971923168,2.719812226,3,-97,2021-05-18,19,0.500346759,1.568670192,Neutral,,Fees,Medium,63.97628484,164.0304437,277430,8.452704016,2022-12-06,Credit,2022-12-01 00:00:00,0.015287892,6.330600511,5.224124094,0.876103511,15482.05361
3750,25,Other,West Jennifer,High,Ergonomist,Master,Divorced,2,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,22,2,TRUE,FALSE,0.287076499,14,0,506,492.6924569,248952,2022-12-29,2022-05-09,2.22280373,3.157431879,3.640373793,1,44,2023-07-10,15,0.892694749,3.130978446,Neutral,Budgeting Tools,,Medium,4.673049143,368.6733086,441064,27.03399333,2023-12-25,Debit,2022-12-29 00:00:00,0.936544548,7.508030813,19.9992195,0.95297352,40967.03563
3751,37,M,Timothyfurt,Medium,Warden/ranger,PhD,Widowed,5,Online,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,43,3,FALSE,TRUE,0.971325003,6,5,557,901.347406,501857,2022-08-21,2023-03-24,3.995586252,4.312215745,2.17487873,4,-20,2023-03-09,2,0.858291987,3.375159014,Positive,International Transfers,Fees,Medium,56.51952586,941.5929138,469260,26.53371015,2023-12-04,Debit,2022-08-21 00:00:00,0.632653573,6.011041005,19.72558714,0.479200884,96638.41178
3752,70,M,Billybury,High,Energy manager,High School,Single,1,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,99,1,TRUE,FALSE,0.377095631,18,4,486,933.2655561,453438,2023-12-06,2023-09-28,2.101641444,1.901867521,2.858938846,1,-89,2022-01-31,4,0.599754924,1.913979535,Positive,Mobile Deposit,Fees,Low,16.91998502,807.4351902,260926,29.12035997,2023-12-11,Transfer,2023-12-06 00:00:00,0.906238417,5.791647095,5.635668736,0.272253837,49428.60393
3753,29,Other,South Ronaldview,High,"Scientist, research (maths)",Bachelor,Divorced,3,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,5,TRUE,TRUE,0.663429127,5,9,714,822.9974648,586908,2023-02-05,2022-09-12,3.72021469,4.639985641,1.692383444,10,38,2022-07-20,17,0.622218115,2.629078245,Negative,Budgeting Tools,App Issues,High,53.39685523,134.8813191,907909,0.806884238,2023-07-11,Credit,2023-02-05 00:00:00,0.95453611,1.38477317,17.57513941,0.71378904,70985.88464
3754,66,Other,Watkinsburgh,High,Toxicologist,High School,Married,5,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,63,5,FALSE,TRUE,0.268484597,3,2,274,412.8942061,112888,2021-08-06,2021-12-20,1.872369135,3.975300222,1.915741361,1,-87,2021-10-21,19,0.73918488,1.468455791,Negative,Investment Analytics,,Medium,24.23688164,761.5471989,845618,3.444129427,2021-12-19,Transfer,2021-08-06 00:00:00,0.903260024,0.336967786,4.292967367,0.244721773,54900.02608
3755,34,F,West Olivia,Premium,Translator,PhD,Married,3,Branch,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,47,6,TRUE,TRUE,0.983172561,11,2,511,418.3415554,213598,2021-04-04,2023-02-08,3.535463021,2.337199903,4.577164975,6,-86,2023-01-16,11,0.829410789,4.151317829,Negative,Mobile Deposit,Fees,High,99.56769759,362.0523252,819289,29.04391626,2023-01-30,Transfer,2021-04-04 00:00:00,0.165387949,8.269815728,10.22897156,0.508826946,88251.39594
3756,81,F,New Karen,Medium,Ecologist,PhD,Single,6,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,58,7,FALSE,FALSE,0.180391703,18,7,69,966.7638332,66654,2021-12-03,2021-07-03,2.825972283,4.017513145,3.840976923,7,-88,2021-05-01,16,0.866406018,4.146252218,Neutral,Mobile Deposit,,Low,41.48182188,298.2949023,377892,8.668471675,2022-05-27,Credit,2021-12-03 00:00:00,0.16632627,4.090798369,10.85824941,0.582826287,26360.04561
3757,59,Other,Lake Mason,High,Accommodation manager,PhD,Widowed,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,9,FALSE,FALSE,0.906702786,5,3,11,343.3862688,3773,2023-10-06,2023-08-08,1.625710208,4.546068281,4.368268288,4,-67,2023-08-29,1,0.510705328,2.033914212,Positive,Mobile Deposit,Customer Service,Low,62.74263389,872.0681931,507626,21.82221753,2023-12-27,Credit,2023-10-06 00:00:00,0.861888586,2.251488261,2.073360504,0.711929821,5755.156321
3758,46,Other,North Kyleberg,Premium,Holiday representative,High School,Widowed,5,Online,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,58,7,TRUE,TRUE,0.445371622,13,0,411,417.0515868,171387,2021-10-15,2023-02-22,3.375286712,2.437952278,2.630452257,7,-96,2022-05-21,7,0.519402485,2.056924861,Positive,Investment Analytics,Fees,High,60.31994019,388.3237374,630412,28.4000049,2022-04-07,Credit,2021-10-15 00:00:00,0.634638123,9.024907887,0.868862181,0.756349519,18201.80096
3759,36,F,Stephenburgh,Low,Medical physicist,PhD,Divorced,4,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,42,6,FALSE,FALSE,0.427275544,15,3,885,297.9419358,262845,2023-04-19,2022-07-18,1.04588937,4.326460905,1.510439217,3,15,2022-04-03,11,0.790987051,3.438608289,Positive,Investment Analytics,Transaction Delays,High,36.93053563,940.8688274,705589,24.86676361,2023-09-04,Debit,2023-04-19 00:00:00,0.327256954,9.119087541,16.1380781,0.998180457,38995.31436
3760,28,Other,Smithberg,Low,Public relations account executive,Master,Single,3,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,42,9,FALSE,FALSE,0.701297231,4,5,795,518.5861201,411810,2021-08-08,2023-07-01,3.760309446,2.780597749,4.650847669,10,-31,2021-01-07,2,0.609426292,3.435974895,Positive,,Customer Service,Low,17.798922,57.60702904,415002,11.56452945,2021-11-12,Credit,2021-08-08 00:00:00,0.167851879,9.227469065,15.02470892,0.916099414,57504.82874
3761,67,F,East Kevin,High,Environmental education officer,Bachelor,Widowed,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,76,2,FALSE,TRUE,0.093317508,4,1,444,614.326049,272616,2022-06-05,2023-01-23,4.780309439,3.981525583,4.863412989,4,74,2022-11-02,2,0.717986647,3.933301821,Negative,,App Issues,Medium,68.97104957,356.2161407,82430,18.53610422,2023-11-24,Debit,2022-06-05 00:00:00,0.336227937,2.479609498,2.7942284,0.27015469,4128.022535
3762,75,F,East Joelborough,Low,Manufacturing systems engineer,PhD,Married,3,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,12,6,FALSE,FALSE,0.546692269,16,6,420,666.4141809,279720,2022-02-06,2021-01-24,4.584328085,2.177510165,4.407906337,5,-58,2022-12-31,14,0.509847077,1.386113657,Neutral,Mobile Deposit,Customer Service,Low,6.193079211,742.471923,925243,12.69047194,2022-09-29,Transfer,2022-02-06 00:00:00,0.836178633,6.859304656,16.96929547,0.908794965,15035.09177
3763,51,F,Davisbury,Low,Equality and diversity officer,PhD,Single,6,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,71,5,TRUE,FALSE,0.219970657,3,0,953,166.9019257,158198,2022-01-20,2021-09-03,4.901150001,3.763262772,3.25214335,3,-77,2023-09-16,13,0.745129229,3.688075888,Neutral,Mobile Deposit,Transaction Delays,Medium,71.5260148,143.7027683,360351,9.288523973,2022-03-23,Credit,2022-01-20 00:00:00,0.258133719,5.304849085,9.109888822,0.916820445,2682.884214
3764,37,M,Lake Angela,Low,"Conservation officer, nature",Bachelor,Married,5,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,42,6,FALSE,FALSE,0.157121689,10,9,781,353.1212541,275693,2021-09-05,2021-08-27,2.752895164,4.504425544,3.00440839,6,71,2021-10-27,12,0.505619138,3.942037602,Positive,Investment Analytics,Customer Service,High,57.47492051,84.82151495,77690,22.2924791,2022-10-31,Debit,2021-09-05 00:00:00,0.519308939,5.609546401,2.170063917,0.948553439,25884.13456
3765,67,M,Adamburgh,Medium,Ergonomist,Bachelor,Single,3,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,1,TRUE,TRUE,0.877474519,5,8,623,996.008342,620508,2023-03-16,2021-06-19,4.318001014,2.918537754,4.579432932,1,-52,2022-07-13,14,0.994599345,2.115612455,Neutral,,Fees,High,59.04773157,537.8466603,879619,29.4269674,2023-07-19,Debit,2023-03-16 00:00:00,0.12577238,4.398574725,0.234900788,0.70181778,81151.03645
3766,27,Other,Coryside,Medium,Pharmacologist,Bachelor,Divorced,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,5,FALSE,TRUE,0.997286786,11,1,412,80.86062588,32960,2022-03-18,2021-09-07,1.566634837,4.114061776,2.64715499,2,-68,2022-10-18,6,0.57635024,2.032724535,Positive,Investment Analytics,Customer Service,Low,92.12927216,631.449157,568848,13.55340165,2022-09-23,Transfer,2022-03-18 00:00:00,0.802278024,1.773521102,16.8630395,0.59596238,76271.53373
3767,49,F,Halefort,Medium,Physiotherapist,High School,Widowed,6,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,90,8,TRUE,FALSE,0.971196858,10,8,322,378.4987211,121716,2023-07-26,2023-09-29,1.068086023,3.227375789,3.347963956,7,-99,2023-09-20,2,0.90364726,3.658475423,Neutral,,App Issues,Medium,73.0218981,34.67295203,874754,16.55419462,2023-09-24,Transfer,2023-07-26 00:00:00,0.807965825,3.884007364,5.905817355,0.378295618,1846.973197
3768,69,M,Guerrabury,Premium,Chartered loss adjuster,High School,Widowed,2,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,10,3,TRUE,FALSE,0.82116132,8,0,519,219.6949599,113661,2022-01-26,2023-11-10,1.634653022,4.396479683,2.65683833,10,-67,2022-10-06,1,0.67982044,1.466323386,Positive,Mobile Deposit,Transaction Delays,Low,99.02060317,511.406141,259553,13.04278371,2023-04-15,Debit,2022-01-26 00:00:00,0.352259352,0.720048408,5.446386893,0.388888355,11213.97043
3769,32,Other,South Davidberg,High,"Runner, broadcasting/film/video",PhD,Widowed,6,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,20,3,TRUE,FALSE,0.919970634,19,3,96,288.8540916,27648,2022-11-24,2022-04-06,2.773840392,1.948539844,1.314148485,5,90,2022-02-14,4,0.627519169,3.16631353,Negative,Mobile Deposit,Customer Service,Medium,39.98031609,695.6757417,11676,29.27884552,2023-05-03,Credit,2022-11-24 00:00:00,0.198173032,7.702054017,16.92410068,0.618895692,7147.632384
3770,20,Other,Mejiaport,High,Maintenance engineer,Bachelor,Married,6,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,71,7,FALSE,FALSE,0.924212543,12,4,966,472.5609628,455952,2021-08-09,2021-02-17,1.650883868,1.093579742,4.544471681,5,25,2022-01-21,3,0.567181216,3.007530655,Positive,,Transaction Delays,High,70.20906593,623.0839642,9109,21.77316085,2022-06-20,Transfer,2021-08-09 00:00:00,0.43947811,4.823109935,0.130845324,0.791780176,61489.60207
3771,54,Other,Carlsonside,Low,Animal nutritionist,PhD,Widowed,7,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,25,7,TRUE,FALSE,0.17636146,14,7,403,986.7095405,397358,2023-04-29,2023-09-10,2.816743994,3.68090575,3.888761013,7,-34,2021-09-04,3,0.935569982,3.690204553,Neutral,Investment Analytics,App Issues,Medium,14.13802061,125.7974315,589154,15.080983,2023-12-15,Credit,2023-04-29 00:00:00,0.882867702,1.599148368,14.80552518,0.293830721,45240.82687
3772,57,Other,West Tracyshire,High,"Psychotherapist, child",PhD,Single,3,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,93,2,TRUE,FALSE,0.085698467,2,4,527,814.2635552,428978,2021-04-06,2022-07-15,1.942974174,4.108372359,2.857095631,5,37,2022-08-29,1,0.661075638,3.424671284,Positive,Investment Analytics,Transaction Delays,Medium,87.16616213,870.5188203,876875,22.82982071,2021-04-20,Debit,2021-04-06 00:00:00,0.418989636,5.669117716,12.66213939,0.571924103,51057.75805
3773,57,Other,East Nicoleburgh,High,Occupational psychologist,PhD,Married,5,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,85,8,TRUE,TRUE,0.126785595,4,0,343,248.2930587,85064,2021-09-10,2021-07-13,1.86465619,1.314147228,1.649409149,10,42,2021-05-05,10,0.869865698,4.257410695,Negative,Investment Analytics,Fees,Low,68.70444521,102.702405,425291,4.460868796,2021-12-15,Credit,2021-09-10 00:00:00,0.900012756,0.63404692,17.07565209,0.462941793,84219.19823
3774,73,F,West Michael,High,"Chemist, analytical",High School,Divorced,7,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,49,5,FALSE,FALSE,0.162604385,18,0,600,146.069711,87600,2023-07-12,2022-01-06,4.677972347,3.634602625,1.707901924,10,-25,2022-02-04,16,0.556356279,1.243473721,Neutral,Budgeting Tools,,High,47.27133982,421.2235926,391912,0.999993496,2023-11-28,Transfer,2023-07-12 00:00:00,0.911121028,1.122267305,1.232741653,0.567135198,95920.75687
3775,40,Other,New Carolfurt,Medium,Artist,Bachelor,Married,5,Referral,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,48,9,FALSE,TRUE,0.822446986,14,1,302,610.1357731,184220,2023-07-26,2023-02-26,3.080706652,1.841589454,3.656239861,4,16,2023-12-09,11,0.990750934,3.586634692,Negative,Mobile Deposit,Customer Service,Low,54.44576699,257.1208528,768913,15.3045666,2023-08-20,Transfer,2023-07-26 00:00:00,0.773570553,6.32446099,8.972101392,0.577463223,46504.23637
3776,28,F,Lake Jerryfort,Medium,Structural engineer,PhD,Divorced,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,73,1,FALSE,FALSE,0.941274858,6,8,112,877.5628013,98224,2023-10-30,2023-09-19,3.698280608,4.959204995,4.748742069,7,66,2023-10-30,18,0.789124205,3.870482754,Negative,International Transfers,Fees,High,21.77463869,626.5787333,269297,20.79461285,2023-12-10,Credit,2023-10-30 00:00:00,0.512466566,1.416774558,4.223276151,0.896356646,32177.61317
3777,81,M,North Jason,High,Psychiatric nurse,High School,Married,5,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,89,4,TRUE,TRUE,0.351838814,2,0,308,208.2600604,64064,2021-10-03,2023-06-08,2.59509265,4.131390174,2.714044643,10,-50,2022-08-02,12,0.896868468,4.16985152,Neutral,Investment Analytics,App Issues,Medium,95.35864102,369.9739574,761333,3.118006219,2023-12-21,Debit,2021-10-03 00:00:00,0.669777587,2.741852621,10.52430608,0.063732213,38497.18378
3778,25,Other,Davisfurt,High,Armed forces technical officer,Master,Widowed,4,Marketing,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,90,8,TRUE,TRUE,0.03436366,7,2,988,203.2225681,200564,2023-10-19,2022-09-04,1.660452027,1.618423329,2.779075893,7,42,2022-05-24,18,0.503405814,2.480711774,Neutral,,App Issues,Low,57.16918625,523.6273332,473100,7.900762394,2023-11-27,Transfer,2023-10-19 00:00:00,0.177583528,6.563002167,11.15076816,0.580453943,65275.21799
3779,73,M,South Edward,High,Sales promotion account executive,Master,Divorced,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,9,TRUE,TRUE,0.307480197,12,7,536,687.2612134,368232,2021-01-09,2021-09-14,3.856854249,2.900075728,3.742705588,5,-10,2023-02-10,19,0.836927637,2.169814332,Neutral,Budgeting Tools,App Issues,Low,1.908629102,731.9190165,92569,29.44769509,2022-08-26,Credit,2021-01-09 00:00:00,0.340212141,4.963640867,11.58753233,0.819942149,57379.31227
3780,77,F,Paulfort,Medium,"Embryologist, clinical",PhD,Widowed,2,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,9,TRUE,FALSE,0.706138548,15,0,54,304.2281161,16416,2023-12-23,2021-07-23,2.774226226,4.150630315,4.420204578,8,47,2023-05-17,4,0.95047584,3.658424825,Negative,International Transfers,Fees,Medium,35.96731759,457.7509987,17588,5.281310673,2023-12-27,Transfer,2023-12-23 00:00:00,0.457322387,1.772271644,13.71093384,0.587771671,96032.92236
3781,27,F,West Susanchester,Medium,Neurosurgeon,PhD,Married,5,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,38,1,FALSE,TRUE,0.942904845,7,3,693,51.07280321,35343,2021-04-10,2022-10-29,4.365617853,3.087035521,4.215034914,9,-30,2021-01-23,7,0.761622369,3.060139128,Neutral,International Transfers,Fees,Low,42.15712774,693.8479015,879580,4.836047961,2021-09-29,Credit,2021-04-10 00:00:00,0.164547418,2.573905764,6.135337174,0.421996565,7126.282362
3782,56,M,East Raymond,High,Training and development officer,Bachelor,Divorced,2,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,54,1,FALSE,TRUE,0.449693998,8,7,568,309.4442465,175512,2023-06-06,2021-05-11,1.326772133,4.914755888,3.858693265,5,-11,2022-09-03,1,0.919834762,2.505316924,Positive,International Transfers,Fees,Medium,42.67644088,863.6758614,221615,11.3132605,2023-08-20,Transfer,2023-06-06 00:00:00,0.957195709,9.216201181,0.658462149,0.293585939,65160.18681
3783,45,Other,South Lindastad,Low,Research scientist (medical),Bachelor,Single,1,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,6,7,TRUE,TRUE,0.336067281,1,5,278,218.5680405,60604,2023-09-17,2022-01-14,2.534259087,2.730494127,2.036378881,1,90,2022-06-19,10,0.759241802,3.980299258,Positive,,Transaction Delays,Medium,79.37118075,204.6938998,960873,29.97754474,2023-12-23,Debit,2023-09-17 00:00:00,0.317123137,7.09613965,5.309211987,0.977571137,53940.30656
3784,66,Other,Lake Michelletown,High,Community arts worker,PhD,Single,3,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,42,6,FALSE,TRUE,0.653223374,19,5,234,334.365218,78156,2023-11-08,2023-04-11,1.645039848,4.54753146,1.686418786,4,-10,2022-02-23,19,0.986789992,2.924324912,Positive,Budgeting Tools,Transaction Delays,Medium,85.02149954,467.3062515,959946,9.299001807,2023-12-13,Credit,2023-11-08 00:00:00,0.383759754,2.938281641,6.103452316,0.142164363,59025.04755
3785,53,M,West David,Premium,Risk analyst,High School,Married,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,7,FALSE,FALSE,0.211126729,0,0,760,816.3298207,620160,2021-12-29,2021-02-10,3.776442739,1.369409027,1.028747137,8,80,2021-10-23,15,0.568132495,2.831852732,Positive,Budgeting Tools,App Issues,Low,69.30580631,642.11286,910337,6.106407471,2022-10-02,Credit,2021-12-29 00:00:00,0.118155061,0.367779118,9.110133142,0.322621769,54973.1662
3786,30,M,Parkstown,High,"Designer, interior/spatial",PhD,Divorced,7,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,8,FALSE,TRUE,0.765814005,19,6,198,676.5821319,133848,2021-12-22,2023-03-18,2.349529252,3.196068681,4.878240754,10,41,2022-08-30,1,0.96366847,2.434130691,Neutral,,Fees,Low,37.10543361,610.4878735,451359,5.31361471,2022-05-30,Debit,2021-12-22 00:00:00,0.265730309,8.513523628,2.974305824,0.386111786,48453.10903
3787,53,M,Valdezfurt,Medium,"Engineer, communications",Bachelor,Single,2,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,11,6,FALSE,TRUE,0.414033477,12,0,431,286.9422625,123266,2021-09-20,2023-12-22,2.66511117,4.981107097,2.734227501,7,40,2021-02-21,16,0.793690848,1.196286315,Positive,Budgeting Tools,Customer Service,High,44.57238539,416.4007031,878470,23.8145617,2023-08-06,Credit,2021-09-20 00:00:00,0.152791256,8.428775851,14.29966253,0.466299126,49723.34468
3788,43,Other,Wiseport,Medium,Museum/gallery curator,Bachelor,Widowed,7,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,12,7,FALSE,TRUE,0.977271395,12,2,260,414.5658169,107640,2021-08-01,2023-09-28,2.398013888,3.714349468,1.795618231,10,-23,2021-03-01,16,0.945659411,4.334334847,Negative,International Transfers,App Issues,Low,65.85860533,266.8676373,741697,25.07254672,2023-06-16,Debit,2021-08-01 00:00:00,0.58795001,2.68077277,7.246086918,0.542392248,25814.77679
3789,21,Other,Greenville,High,Arboriculturist,High School,Widowed,6,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,11,7,FALSE,TRUE,0.934118794,10,0,162,221.7766467,35802,2023-03-05,2021-05-11,4.362952884,1.615300342,1.489699043,9,71,2023-05-14,10,0.562738527,2.370972282,Negative,Mobile Deposit,Transaction Delays,High,64.0033961,26.33127002,126964,21.44066046,2023-03-20,Credit,2023-03-05 00:00:00,0.573618331,5.141572308,7.563036589,0.794528805,509.9446041
3790,81,Other,Shawfort,High,Child psychotherapist,PhD,Married,7,Branch,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,7,TRUE,TRUE,0.665368777,9,7,179,558.0877197,99882,2022-10-22,2023-11-29,3.254382595,3.642474375,1.598124781,2,-62,2021-06-11,9,0.956910069,2.74626019,Negative,Mobile Deposit,Fees,Medium,85.41300051,951.9755237,458329,26.46884038,2023-01-10,Debit,2022-10-22 00:00:00,0.091067183,2.30590747,6.688243613,0.776517539,47331.57765
3791,55,M,Meganstad,Medium,"Administrator, education",Bachelor,Widowed,5,Online,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,37,2,TRUE,FALSE,0.647981387,19,3,231,233.9898766,53823,2023-10-30,2021-09-12,3.834123339,2.701421283,2.340577923,3,-35,2023-01-25,19,0.74619213,1.472331768,Neutral,Investment Analytics,App Issues,Low,96.49021662,85.38799373,835856,27.08065981,2023-12-13,Debit,2023-10-30 00:00:00,0.865198936,4.261876534,9.720772136,0.122094106,28409.44737
3792,39,Other,Port Haroldchester,Medium,Regulatory affairs officer,PhD,Widowed,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,3,FALSE,TRUE,0.123150361,5,4,795,927.9869151,736965,2023-02-27,2022-03-01,3.963847124,3.816663823,4.434485371,8,-21,2023-08-11,14,0.728752803,3.45493664,Negative,Investment Analytics,,Medium,32.48259985,456.6545094,291555,23.76858904,2023-07-20,Credit,2023-02-27 00:00:00,0.789189509,0.75107736,1.315955505,0.662848319,71568.95551
3793,19,F,Bergland,Low,Company secretary,Bachelor,Widowed,7,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,71,9,FALSE,FALSE,0.280945307,15,0,406,277.0934227,112462,2023-05-08,2021-08-29,3.829045386,2.405725287,4.881182361,7,87,2021-10-30,12,0.784835642,3.378155449,Positive,Investment Analytics,Transaction Delays,High,61.78143722,429.6461894,670670,19.43354136,2023-07-09,Debit,2023-05-08 00:00:00,0.560566518,0.680801227,17.20474257,0.888010986,11452.74097
3794,48,M,North Matthew,High,"Designer, furniture",Master,Single,6,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,61,1,FALSE,FALSE,0.861929342,5,0,751,714.9018254,536214,2022-05-24,2022-01-06,4.778186826,2.977551152,3.028700173,7,60,2023-07-04,19,0.938012371,2.217160836,Negative,Investment Analytics,App Issues,Medium,31.02110908,924.0229592,533438,23.13449389,2023-06-04,Credit,2022-05-24 00:00:00,0.392907665,1.857582766,14.52411905,0.043180556,66080.34472
3795,28,Other,Jamesmouth,High,Occupational hygienist,Master,Divorced,2,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,30,8,TRUE,TRUE,0.362983955,19,9,694,400.0156692,277600,2022-07-15,2022-01-04,3.609291842,1.86865276,2.273848649,9,91,2023-02-22,7,0.917208728,2.432635463,Neutral,International Transfers,Transaction Delays,Low,63.41778884,221.3800311,443126,28.78005218,2022-07-22,Debit,2022-07-15 00:00:00,0.599735512,0.594533588,0.705056544,0.686113468,58142.05513
3796,63,M,Williamsport,Premium,Chiropodist,Master,Married,2,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,76,7,TRUE,FALSE,0.424126028,12,0,912,894.6391942,815328,2023-03-26,2021-01-11,3.595597079,1.643906048,1.701847011,7,-4,2021-11-18,10,0.562124898,3.996662943,Positive,Budgeting Tools,Customer Service,Low,49.04305259,778.8204092,614895,21.45046628,2023-08-30,Debit,2023-03-26 00:00:00,0.108522852,9.101269343,17.25301807,0.454449012,62683.99772
3797,79,F,North Mirandamouth,Medium,Manufacturing systems engineer,Bachelor,Divorced,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,71,6,FALSE,FALSE,0.839823071,11,2,608,322.283638,195776,2022-12-04,2023-07-05,4.23769494,2.194233261,2.149678595,9,-54,2023-06-29,19,0.505935461,3.137284954,Negative,Budgeting Tools,,Low,54.55335922,122.2543709,888120,22.19454151,2023-07-16,Credit,2022-12-04 00:00:00,0.063988571,5.407918994,14.97676084,0.476749985,2254.369595
3798,81,F,Brendanstad,High,Surgeon,High School,Divorced,7,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,36,1,TRUE,TRUE,0.426925801,7,5,569,25.75836921,14225,2022-08-26,2022-10-06,1.065473802,4.103277543,3.476135562,2,59,2022-10-06,13,0.75644884,2.000421114,Positive,Mobile Deposit,,High,34.14930687,68.66690236,602203,10.25848576,2023-03-24,Credit,2022-08-26 00:00:00,0.695034736,7.41807769,16.41791339,0.990585989,32444.19306
3799,27,M,Ronaldport,Medium,Environmental education officer,Master,Divorced,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,23,9,FALSE,TRUE,0.850011669,2,4,453,115.0468353,52095,2023-07-17,2021-09-09,1.233080209,4.173541232,4.781026642,9,-91,2021-08-09,10,0.995114615,3.254916884,Neutral,International Transfers,,Low,71.68391696,959.0560785,227152,14.41287697,2023-10-14,Credit,2023-07-17 00:00:00,0.021794551,2.832752817,11.10566813,0.097186471,80773.56469
3800,57,M,New Josephport,Medium,"Surveyor, insurance",Bachelor,Single,3,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,91,2,TRUE,TRUE,0.06942902,12,9,59,77.18806761,4543,2021-10-01,2021-03-22,1.993497319,3.174144877,2.964478525,5,-37,2022-07-15,10,0.753716537,4.499844884,Neutral,International Transfers,App Issues,Medium,95.9536112,82.39396065,226552,28.84652228,2023-09-19,Debit,2021-10-01 00:00:00,0.56400266,1.315682148,16.57677996,0.067189335,27104.38706
3801,41,F,Robertmouth,High,"Surveyor, minerals",PhD,Widowed,2,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,67,5,TRUE,FALSE,0.691075255,0,6,297,316.9065125,93852,2021-10-10,2021-09-21,1.726234877,1.74711598,1.559267274,4,-24,2023-07-23,8,0.572432473,4.986620926,Neutral,Budgeting Tools,,Low,7.205327216,175.7922561,578154,26.60669646,2022-01-11,Debit,2021-10-10 00:00:00,0.736949527,7.323545261,6.918312354,0.899593241,74124.35652
3802,61,M,Kennethton,Medium,"Education officer, museum",Master,Married,6,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,63,9,TRUE,TRUE,0.063009302,9,0,161,675.685063,108675,2023-04-26,2022-02-27,1.612865674,4.236501141,4.784733606,4,-98,2022-07-20,3,0.717257434,1.362317278,Neutral,Mobile Deposit,Transaction Delays,Medium,99.72238825,756.7792466,663873,4.491397484,2023-05-26,Credit,2023-04-26 00:00:00,0.443880318,0.811009503,17.81586066,0.47547092,99356.17648
3803,77,F,West Jessicaside,Medium,Chartered public finance accountant,High School,Divorced,7,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,15,8,TRUE,FALSE,0.79001248,14,7,685,520.9682741,356200,2023-11-16,2021-11-27,3.210268359,4.467768866,4.851445723,6,87,2022-02-10,5,0.684289586,2.790941146,Positive,Mobile Deposit,,Medium,42.48295151,794.2076152,19737,2.856071432,2023-12-28,Credit,2023-11-16 00:00:00,0.831276119,4.821636695,18.1707167,0.30840978,84611.50958
3804,79,F,Wrightland,High,"Research officer, government",High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,4,FALSE,TRUE,0.552218026,10,4,867,256.5244937,221952,2022-09-05,2021-06-29,1.784097977,1.409374464,4.580646208,2,-14,2023-07-18,12,0.977519331,2.787626982,Negative,Investment Analytics,Fees,High,16.08407535,88.80540614,182210,13.62742247,2023-09-16,Credit,2022-09-05 00:00:00,0.473185039,8.457372641,1.351361826,0.591037056,25028.72297
3805,34,Other,East Jessicafort,Medium,"Presenter, broadcasting",High School,Single,2,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,67,8,FALSE,TRUE,0.555872522,15,5,69,998.7771666,68862,2022-10-05,2022-06-10,4.866097742,2.657017405,4.436638087,9,53,2022-08-07,12,0.974996174,4.775300309,Positive,International Transfers,Transaction Delays,Low,34.76980791,200.489955,219990,5.306488343,2023-06-25,Debit,2022-10-05 00:00:00,0.828807402,8.15470011,8.250997216,0.373609825,31369.73202
3806,82,M,Orozcostad,Low,Garment/textile technologist,PhD,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,39,9,FALSE,FALSE,0.376688331,2,1,407,75.04286596,30525,2022-03-22,2021-03-13,1.735456749,3.203854938,4.109701575,4,-32,2021-11-30,14,0.535999061,4.681140616,Neutral,Investment Analytics,Transaction Delays,Low,22.16856443,174.6016955,587996,28.81817935,2023-06-01,Credit,2022-03-22 00:00:00,0.561159004,9.158953123,7.647653138,0.495318726,70696.42606
3807,74,M,Barkerbury,Medium,"Social research officer, government",PhD,Widowed,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,5,TRUE,TRUE,0.90333631,8,8,174,626.9788437,108924,2022-02-16,2021-06-23,1.666097004,4.223657097,1.504624287,3,59,2021-09-21,10,0.616767848,2.797116845,Negative,Budgeting Tools,Fees,High,85.94956625,702.7923616,933409,22.61817199,2023-12-21,Credit,2022-02-16 00:00:00,0.11069251,8.494051704,18.12720097,0.551353019,72129.11061
3808,72,Other,Williamsmouth,Medium,Further education lecturer,High School,Single,5,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,96,1,TRUE,FALSE,0.50909495,6,2,357,803.6167841,286671,2022-03-06,2021-09-13,3.292236328,3.528546234,2.308872362,6,3,2022-10-24,6,0.729008395,2.072876475,Positive,Budgeting Tools,App Issues,High,21.11495946,837.0292783,288019,25.16856248,2022-05-11,Debit,2022-03-06 00:00:00,0.746613826,2.161544075,16.15704709,0.693406316,96930.86552
3809,70,F,Benjaminville,Premium,Operational researcher,High School,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,44,6,TRUE,FALSE,0.260437141,15,4,895,958.4345511,857410,2022-08-19,2023-11-03,1.724707586,2.648206304,4.016605064,3,27,2021-02-04,10,0.78455792,3.579424457,Negative,International Transfers,Transaction Delays,Low,15.11096856,233.843312,445311,19.70528755,2023-02-07,Debit,2022-08-19 00:00:00,0.920068313,6.382304211,8.753499054,0.195630306,52556.37099
3810,73,M,Huntland,Low,Purchasing manager,High School,Married,4,Online,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,52,4,TRUE,TRUE,0.82412987,6,9,288,360.879418,103680,2022-12-09,2022-09-04,3.661045641,2.85442989,4.465040533,6,-67,2021-09-11,12,0.594533886,1.482180702,Negative,Investment Analytics,Customer Service,Low,69.1180562,922.3654049,387212,23.68920337,2023-07-10,Debit,2022-12-09 00:00:00,0.234456354,9.294718658,12.96313373,0.795945545,67055.72867
3811,26,Other,Saraport,High,"Engineer, control and instrumentation",PhD,Widowed,4,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,6,TRUE,FALSE,0.948133414,7,7,564,574.4790882,323736,2021-09-29,2023-01-15,4.433742189,2.716083459,1.909801938,1,2,2021-04-18,15,0.792596446,1.813853791,Positive,International Transfers,Transaction Delays,Low,99.50375967,82.72564152,117350,6.789661303,2022-07-06,Debit,2021-09-29 00:00:00,0.187214735,2.542247504,14.83448627,0.848677677,40557.61146
3812,39,Other,Moralesburgh,Low,"Journalist, broadcasting",PhD,Widowed,5,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,1,FALSE,TRUE,0.242291146,19,0,206,259.1572685,53354,2021-12-31,2021-12-18,2.743116714,1.507479778,3.48356432,4,-25,2022-10-31,9,0.601821849,4.288042126,Neutral,Budgeting Tools,Customer Service,Medium,77.02094668,746.2013405,825678,29.61530393,2022-01-08,Transfer,2021-12-31 00:00:00,0.705797551,3.640259511,4.84959042,0.170900727,91507.72518
3813,30,M,Jenniferland,Medium,Probation officer,Bachelor,Married,2,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,67,4,FALSE,TRUE,0.605264444,4,3,885,43.30812594,38055,2023-10-29,2023-05-17,2.399484073,4.144234385,1.236143324,6,-63,2023-09-05,19,0.710517736,4.350465955,Neutral,Mobile Deposit,Customer Service,Low,2.828600303,79.74679286,377451,17.7379689,2023-12-04,Credit,2023-10-29 00:00:00,0.971119045,8.58718074,14.29159054,0.491319981,9438.105555
3814,65,Other,Sanfordborough,Medium,Garment/textile technologist,Master,Married,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,99,5,TRUE,TRUE,0.588571789,5,4,33,522.5198254,17226,2022-10-23,2021-01-01,3.758317468,1.256553349,4.423668451,3,-16,2023-01-26,3,0.761726341,4.618869217,Negative,Investment Analytics,Customer Service,Low,23.12643359,867.5535395,298611,10.15841761,2022-12-14,Credit,2022-10-23 00:00:00,0.519230651,4.079714871,16.69730998,0.326836205,20289.16424
3815,35,F,Wandahaven,High,"Conservator, museum/gallery",PhD,Widowed,3,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,12,6,FALSE,FALSE,0.609620146,8,5,453,594.7552809,269082,2021-08-25,2022-05-24,4.222641767,3.74421982,2.389822073,3,49,2021-10-18,17,0.987621498,3.982345408,Neutral,,Fees,High,81.36960503,957.2667082,514269,29.60624906,2022-07-07,Debit,2021-08-25 00:00:00,0.075368157,5.288845207,16.5464368,0.225164702,77532.12478
3816,57,Other,Lake Lauren,Low,Dance movement psychotherapist,High School,Married,1,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,5,FALSE,FALSE,0.564233754,4,2,953,282.5018988,268746,2022-12-23,2022-09-08,2.211425728,1.612345698,1.786405068,7,-71,2022-10-08,17,0.534371762,1.667509837,Positive,Budgeting Tools,Customer Service,Low,49.73743739,87.2011832,366010,0.617810391,2023-09-02,Transfer,2022-12-23 00:00:00,0.202893757,8.817014757,17.01041826,0.321456211,86017.86692
3817,34,F,Ashleyborough,High,"Engineer, manufacturing systems",Master,Widowed,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,2,FALSE,FALSE,0.100177332,8,3,163,240.0074842,39120,2023-09-11,2021-04-05,4.245980806,2.676905622,4.35056554,10,80,2023-02-08,13,0.96305541,2.166372459,Positive,International Transfers,,Medium,10.3325025,410.539033,95476,20.71246965,2023-10-25,Debit,2023-09-11 00:00:00,0.71565696,6.094814346,14.46938445,0.708362743,47945.55895
3818,32,F,Hillburgh,Medium,"Engineer, technical sales",PhD,Divorced,5,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,59,3,TRUE,TRUE,0.412486598,9,2,746,288.134519,214848,2023-05-05,2023-11-30,4.06685778,1.484514448,1.682125874,7,-17,2021-02-22,11,0.568129447,2.851692618,Neutral,,,High,83.09988316,858.1458986,923264,24.83958182,2023-06-23,Transfer,2023-05-05 00:00:00,0.240146434,7.731404237,16.30455418,0.980702288,90311.04489
3819,32,M,Walterton,Premium,"Designer, ceramics/pottery",Master,Widowed,1,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,77,5,FALSE,TRUE,0.985715673,5,3,950,529.0875323,502550,2023-12-30,2022-08-24,2.931553117,3.365160641,2.842756019,5,29,2023-06-09,7,0.548458679,2.278903353,Neutral,Mobile Deposit,App Issues,Medium,85.58035934,958.6716508,75081,2.597602765,2023-12-30,Transfer,2023-12-30 00:00:00,0.620354853,5.960509561,17.69624216,0.876029639,75008.209
3820,80,Other,Browningport,High,Curator,Bachelor,Single,5,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,69,7,TRUE,TRUE,0.088203716,0,6,233,683.6704507,159139,2022-08-09,2023-12-30,2.832046716,4.605230684,1.38226138,1,98,2022-10-26,10,0.647151178,3.136461581,Neutral,International Transfers,Customer Service,Medium,56.07951249,473.1905191,588223,24.35395895,2023-11-11,Transfer,2022-08-09 00:00:00,0.483672615,9.240643229,2.091427107,0.047956787,8677.01804
3821,56,F,Adamborough,High,"Designer, television/film set",PhD,Married,5,Branch,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,50,4,TRUE,FALSE,0.669634848,12,8,111,723.4514794,80253,2023-05-16,2023-07-01,1.41861107,3.435204438,2.779977241,8,-63,2023-03-22,8,0.78171087,1.379358532,Negative,,Fees,Medium,45.00409035,510.0385326,487597,21.14327777,2023-07-04,Credit,2023-05-16 00:00:00,0.750767687,4.720523329,3.148322461,0.109675548,72725.96349
3822,30,F,Port Robertberg,High,Rural practice surveyor,High School,Divorced,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,6,TRUE,FALSE,0.894299303,4,8,486,284.3175554,138024,2021-01-27,2021-10-14,1.350711621,2.572283623,4.696578128,3,-44,2021-12-31,18,0.708002998,4.808463589,Negative,International Transfers,Fees,Low,87.25059862,157.8270965,201832,9.028964713,2023-09-11,Transfer,2021-01-27 00:00:00,0.33652413,6.776138996,16.1259395,0.409430755,88371.20363
3823,49,Other,Josephmouth,High,Adult guidance worker,High School,Married,7,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,42,9,FALSE,TRUE,0.200657717,18,4,826,857.6999739,707882,2023-12-07,2023-10-02,3.991529649,4.751709905,3.774463099,1,-68,2022-10-31,15,0.761188345,4.917779207,Positive,International Transfers,App Issues,High,72.70156431,196.0683142,759450,3.459500457,2023-12-08,Debit,2023-12-07 00:00:00,0.035600885,4.791230307,0.053178813,0.920313149,58846.68332
3824,26,F,East Jeffreymouth,High,Claims inspector/assessor,Bachelor,Married,7,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,7,FALSE,TRUE,0.80241959,15,5,726,490.4135773,355740,2021-08-07,2022-10-03,3.340145759,2.18599951,4.937436073,1,76,2021-03-12,16,0.889404368,1.293324114,Positive,International Transfers,Fees,High,30.34721428,798.3127624,881153,23.22993252,2022-06-30,Transfer,2021-08-07 00:00:00,0.067307357,1.878422056,9.4690458,0.031914041,52964.13177
3825,57,Other,North Cheryl,Medium,Translator,Bachelor,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,3,TRUE,FALSE,0.241774694,14,8,70,552.6521108,38640,2021-02-21,2023-12-07,2.956594226,2.023929677,2.792093458,9,-73,2022-08-03,9,0.915391891,1.161519089,Negative,Budgeting Tools,,Low,2.397710441,462.1347645,662986,27.64119644,2022-11-20,Credit,2021-02-21 00:00:00,0.593690427,7.519621811,4.843475712,0.455094699,77872.6703
3826,37,M,Matthewsmouth,Low,"Horticulturist, commercial",Bachelor,Single,4,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,33,5,FALSE,FALSE,0.030378917,13,3,503,236.0374459,118708,2023-02-20,2022-12-23,1.184061793,3.861174475,4.556847327,9,90,2022-10-26,1,0.98117122,2.948736711,Positive,Budgeting Tools,Fees,High,48.18758916,763.1012888,822678,12.90361303,2023-04-29,Debit,2023-02-20 00:00:00,0.092882638,5.532259858,12.21053801,0.996914337,14865.7856
3827,80,F,Alvarezside,High,Forensic scientist,Bachelor,Single,7,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,69,9,TRUE,FALSE,0.521132176,13,6,630,389.3399252,245070,2021-10-25,2023-11-12,1.223526799,4.827468933,4.645041862,8,81,2021-03-22,18,0.963089369,1.573804741,Negative,Mobile Deposit,Transaction Delays,Medium,15.90503701,514.735387,818125,17.15461261,2022-08-28,Transfer,2021-10-25 00:00:00,0.394803183,0.182076582,17.57930014,0.338581357,47017.40367
3828,61,F,West Matthewstad,Medium,"Designer, exhibition/display",Bachelor,Widowed,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,5,FALSE,FALSE,0.7108737,3,2,98,61.1194739,5978,2021-04-19,2022-03-06,4.68325969,4.113590063,1.361797845,4,33,2023-11-14,12,0.595678514,1.554759936,Negative,Mobile Deposit,Transaction Delays,Medium,46.94115173,941.8318023,374536,12.01855397,2023-08-25,Credit,2021-04-19 00:00:00,0.607113471,2.196208787,11.89313199,0.941971927,39823.05048
3829,55,Other,Hernandezfort,Medium,Logistics and distribution manager,PhD,Single,5,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,64,3,FALSE,TRUE,0.196940932,6,8,56,581.496498,32536,2021-04-26,2021-07-22,3.643441905,2.543576681,4.916130718,9,89,2021-04-25,17,0.858051287,2.47051018,Negative,Mobile Deposit,Customer Service,High,48.58751875,178.7344754,456524,22.87245824,2022-03-24,Debit,2021-04-26 00:00:00,0.344974422,7.577754127,7.921821571,0.830548669,63734.99246
3830,77,Other,New Heidi,Medium,"Surveyor, minerals",PhD,Married,7,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,59,8,FALSE,FALSE,0.070429759,14,8,772,751.3827659,579772,2022-02-14,2021-04-02,2.543872885,2.101060277,4.568802073,3,-6,2021-09-28,3,0.874806121,4.833344023,Negative,Mobile Deposit,App Issues,Low,62.55211262,80.22777086,805870,25.83264474,2022-05-20,Debit,2022-02-14 00:00:00,0.413203167,0.413968291,9.252163696,0.016758636,49182.48685
3831,65,Other,Scottton,Medium,Systems developer,Master,Divorced,3,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,47,7,TRUE,FALSE,0.553458174,4,9,322,548.0791313,176456,2022-07-01,2022-05-01,3.800199929,2.85406957,3.505599842,3,-65,2023-10-15,4,0.739319813,4.747214556,Positive,,App Issues,High,15.93093134,378.1286898,549769,18.33250299,2022-08-27,Debit,2022-07-01 00:00:00,0.868908515,2.060276709,19.83640825,0.24924136,3393.385576
3832,35,Other,Lake Tommystad,High,"Designer, exhibition/display",Bachelor,Divorced,2,Marketing,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,71,5,FALSE,TRUE,0.147721419,0,4,905,333.274886,301365,2021-11-26,2021-03-17,2.031805495,3.962984281,3.145708037,8,-27,2021-05-11,17,0.942704501,4.711518485,Positive,Mobile Deposit,Fees,High,51.77647506,804.7245487,761354,14.60792288,2023-04-30,Transfer,2021-11-26 00:00:00,0.776423857,2.010004245,5.540902809,0.18474933,16501.69477
3833,33,F,East Juliehaven,Low,Educational psychologist,High School,Divorced,6,Referral,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,80,5,FALSE,TRUE,0.184315216,18,3,350,836.3996769,292600,2022-08-10,2022-01-21,2.637071385,2.121919815,2.540714604,9,17,2021-05-20,15,0.879149382,1.673192945,Neutral,Investment Analytics,Fees,High,62.23446801,429.536597,662141,21.22691137,2023-11-18,Debit,2022-08-10 00:00:00,0.938177913,2.604164732,15.28096315,0.364431972,93395.77833
3834,72,M,Kevinmouth,Premium,"Editor, magazine features",High School,Married,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,76,1,TRUE,TRUE,0.70345603,17,9,997,67.05927718,66799,2022-05-29,2021-10-18,2.847076734,4.357146531,3.345083377,2,46,2021-10-14,2,0.701034218,1.34010672,Negative,Mobile Deposit,Customer Service,High,23.15244572,724.2994825,987361,12.75908607,2022-11-28,Credit,2022-05-29 00:00:00,0.928651537,4.994720801,9.593163489,0.889617734,64212.5997
3835,56,M,Craigtown,Premium,Manufacturing systems engineer,Bachelor,Single,2,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,18,8,FALSE,TRUE,0.612107,13,9,894,256.2470844,228864,2021-10-27,2022-09-06,1.123134864,3.545646871,3.946480952,6,33,2021-11-07,5,0.710972049,1.440674831,Negative,Budgeting Tools,App Issues,High,97.7131192,670.9329944,288671,18.51292743,2022-11-25,Debit,2021-10-27 00:00:00,0.735145492,9.248942662,0.748179477,0.075152102,23210.40113
3836,76,M,New Brenda,Premium,Ophthalmologist,Bachelor,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,6,TRUE,FALSE,0.946972987,1,8,659,59.53052122,38881,2021-05-08,2022-03-17,4.971006613,2.932301002,3.834315979,3,61,2021-07-29,0,0.686979049,3.360362076,Neutral,International Transfers,,High,18.39111597,907.0340152,791107,15.4269703,2023-10-05,Credit,2021-05-08 00:00:00,0.420944013,7.553527101,4.006979938,0.181759004,265.1035221
3837,79,M,Annettechester,Medium,Barista,Bachelor,Married,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,5,TRUE,TRUE,0.323415805,3,4,575,399.0789951,229425,2022-08-28,2021-10-02,2.526639478,1.361351338,2.201241837,2,-93,2023-12-07,15,0.753167939,2.356602738,Neutral,Mobile Deposit,App Issues,High,75.33100135,595.0366089,271542,5.331199113,2022-10-05,Transfer,2022-08-28 00:00:00,0.404932473,4.167386296,17.11795626,0.055658679,52777.99065
3838,30,Other,Port Teresaside,Medium,Multimedia programmer,Bachelor,Married,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,32,7,TRUE,FALSE,0.21439045,6,0,700,257.8503799,179900,2022-02-22,2022-03-19,4.868693632,2.681889966,3.686848006,7,33,2021-12-01,11,0.865935921,4.501151934,Neutral,,Fees,Medium,26.53709268,517.3536657,986120,11.9173828,2022-05-05,Credit,2022-02-22 00:00:00,0.512127135,4.554133713,10.25946561,0.929518439,63110.04104
3839,23,F,Fritzfurt,Premium,"Education officer, museum",Bachelor,Divorced,6,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,41,2,FALSE,FALSE,0.655739824,0,1,435,685.756352,297975,2021-03-08,2023-01-06,3.591429862,1.95839223,1.018613421,8,68,2022-04-27,1,0.658898584,3.635465127,Neutral,,App Issues,High,42.90060169,116.5128249,220973,7.799457807,2021-05-02,Transfer,2021-03-08 00:00:00,0.539631279,1.072485026,16.15259173,0.123916799,8090.397853
3840,77,F,South Catherine,Premium,Waste management officer,High School,Divorced,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,53,3,FALSE,FALSE,0.971997508,11,9,329,87.77353329,28623,2023-01-05,2022-07-23,4.71668291,3.036334748,1.679357489,4,10,2021-07-08,1,0.614083751,4.99254197,Negative,Investment Analytics,,Medium,80.53028762,65.13385116,275570,8.333251697,2023-11-30,Credit,2023-01-05 00:00:00,0.371261897,6.4317158,18.23591957,0.707503843,80005.03562
3841,31,F,North Randyborough,High,Leisure centre manager,Master,Widowed,3,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,38,9,FALSE,TRUE,0.553478953,0,6,133,43.33583857,5719,2023-07-16,2021-09-21,1.217208383,3.615654171,1.607470667,10,14,2023-01-08,4,0.517015575,4.633445658,Positive,,Customer Service,High,63.63990477,18.97729957,516061,0.42748414,2023-09-05,Debit,2023-07-16 00:00:00,0.34508664,7.947936437,16.78952845,0.398632994,10161.01715
3842,71,Other,New Keithburgh,Medium,"Engineer, mining",Bachelor,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,5,FALSE,TRUE,0.293816478,13,2,400,557.3953062,222800,2021-07-29,2023-05-15,4.843150289,2.272402668,3.964094124,4,-86,2023-01-02,19,0.898527678,3.282638326,Positive,Budgeting Tools,App Issues,High,97.01843526,841.3651169,571082,24.82265938,2022-06-19,Debit,2021-07-29 00:00:00,0.023882659,7.846910116,2.873440084,0.642298956,59595.25379
3843,21,F,Piercestad,Medium,Meteorologist,Bachelor,Married,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,6,TRUE,FALSE,0.910469747,5,0,474,749.1488942,355026,2022-04-05,2021-06-02,2.628213481,4.251536035,4.587902804,7,49,2022-11-24,0,0.681121581,4.325439621,Positive,International Transfers,Fees,Low,40.08097081,371.8164565,992397,0.848761997,2023-05-02,Debit,2022-04-05 00:00:00,0.390649301,6.578562311,2.557915682,0.445433055,92670.89229
3844,56,Other,South Rachel,High,Artist,Bachelor,Widowed,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,8,FALSE,FALSE,0.61039584,0,8,903,473.6666409,427119,2023-03-08,2022-06-07,1.546933702,4.469041417,1.345368567,9,31,2021-06-16,4,0.876880369,1.641228796,Neutral,Mobile Deposit,Transaction Delays,Medium,71.54110536,119.9906946,126198,22.9966192,2023-08-18,Debit,2023-03-08 00:00:00,0.599216271,5.625846451,11.30053774,0.090024192,35222.35619
3845,42,F,Luisstad,Medium,Neurosurgeon,PhD,Widowed,3,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,72,3,FALSE,TRUE,0.212728472,1,3,514,288.4559895,148032,2022-05-02,2022-06-18,3.684673119,1.943809077,4.647324462,8,100,2023-04-26,3,0.555826313,4.440849868,Negative,International Transfers,Transaction Delays,Medium,49.7294106,601.8478126,587317,5.06960278,2023-01-30,Debit,2022-05-02 00:00:00,0.533087205,0.269521715,10.35590889,0.068031809,20286.79567
3846,49,M,Lake Nicolemouth,High,Financial manager,High School,Divorced,7,Referral,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,51,1,TRUE,TRUE,0.949615528,16,2,846,503.5754431,425538,2023-11-13,2023-02-21,4.050459634,1.111334119,2.226457264,1,-15,2022-12-05,1,0.76604713,3.863480258,Positive,Mobile Deposit,,Low,29.05748167,403.7962926,658990,28.01533626,2023-11-24,Transfer,2023-11-13 00:00:00,0.329030613,9.396780542,2.489881357,0.305740057,6514.974647
3847,76,Other,Perezfurt,High,Quality manager,High School,Widowed,3,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,46,4,TRUE,FALSE,0.273010393,7,4,159,344.9125818,54696,2022-08-13,2021-12-01,3.598539555,1.685947736,3.490710479,1,-45,2021-05-23,14,0.699240431,2.549089039,Negative,Mobile Deposit,,Medium,8.043228038,215.5488804,367651,24.15678689,2023-08-31,Debit,2022-08-13 00:00:00,0.66720484,7.324071824,8.470623128,0.087788729,6331.756164
3848,80,F,Shermanport,High,Financial risk analyst,Master,Married,1,Online,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,64,2,TRUE,TRUE,0.898483741,17,0,342,303.2838768,103626,2021-04-07,2023-03-31,3.160284716,2.814318915,1.655725811,5,-83,2023-10-06,4,0.737214663,4.228132998,Negative,Investment Analytics,Customer Service,High,73.53648997,661.5314102,969936,3.466559221,2022-11-19,Transfer,2021-04-07 00:00:00,0.154224016,2.04151485,4.197321736,0.609814174,69047.41019
3849,55,M,Mooreburgh,Medium,Broadcast engineer,PhD,Divorced,1,Online,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,99,9,TRUE,TRUE,0.614586369,16,0,417,452.6880983,188484,2023-02-21,2023-07-24,4.265561856,3.690387517,2.611181248,2,6,2023-04-01,13,0.962672384,3.628620256,Positive,Investment Analytics,App Issues,Medium,15.52668838,421.0969988,699462,24.10804784,2023-12-21,Transfer,2023-02-21 00:00:00,0.71455528,0.832134076,6.788216188,0.035828315,67026.40655
3850,70,M,Robertsside,Medium,Colour technologist,PhD,Widowed,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,41,4,TRUE,FALSE,0.502647379,15,0,552,617.9075575,340584,2023-03-05,2021-06-20,3.744415659,3.386599234,2.847811438,9,24,2021-05-08,8,0.532511538,1.34769124,Negative,Investment Analytics,Customer Service,Low,56.72312745,397.3084461,810089,10.74624993,2023-06-02,Transfer,2023-03-05 00:00:00,0.430293689,1.792028478,6.058021839,0.342743431,31766.78277
3851,84,M,Kathrynburgh,Premium,Ship broker,PhD,Widowed,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,54,9,FALSE,TRUE,0.332567168,14,6,127,582.8683581,73914,2023-05-04,2022-06-05,3.474163064,3.330984576,2.498293893,8,-77,2023-12-11,8,0.709959439,4.915714039,Neutral,International Transfers,Customer Service,Medium,90.65342442,856.2767946,188734,27.42208004,2023-05-13,Credit,2023-05-04 00:00:00,0.983709016,7.271880345,4.44367396,0.639440568,95787.25589
3852,45,Other,South Bettychester,High,Automotive engineer,Master,Widowed,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,58,7,FALSE,FALSE,0.118851909,14,6,699,117.1456151,81783,2022-10-03,2023-05-22,2.267399299,1.92479611,4.288521816,8,94,2023-05-03,10,0.914342961,2.08469384,Negative,International Transfers,Fees,Medium,8.667269705,899.9503496,113462,15.2560374,2023-08-23,Transfer,2022-10-03 00:00:00,0.602025736,7.558034619,15.62244531,0.415137999,98922.97566
3853,20,Other,Jenkinstown,High,Glass blower/designer,Master,Single,3,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,65,7,FALSE,TRUE,0.244812508,11,8,735,226.0865829,166110,2021-04-21,2021-10-21,4.509556406,1.641817027,3.334333286,2,-83,2023-03-22,18,0.809044719,3.189039131,Neutral,,Transaction Delays,High,63.19033882,711.3255326,900515,21.98839906,2023-12-26,Transfer,2021-04-21 00:00:00,0.954565277,9.831809127,7.430253381,0.318692709,46752.09028
3854,39,F,East Chelsea,High,Occupational psychologist,Master,Widowed,7,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,73,1,TRUE,FALSE,0.331008553,16,4,851,16.97663162,13616,2021-01-27,2022-02-22,3.767352411,1.142608176,2.984541872,2,-12,2021-11-14,9,0.991419441,4.476996906,Negative,Mobile Deposit,Customer Service,Low,4.331908857,931.0756907,775155,0.67427502,2022-01-19,Transfer,2021-01-27 00:00:00,0.683915523,9.455383472,13.27574461,0.463256345,54767.01859
3855,55,M,New Ashleychester,High,Regulatory affairs officer,PhD,Widowed,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,53,2,FALSE,FALSE,0.288737175,17,1,390,443.7734934,172770,2022-05-30,2021-05-25,4.597949185,2.723692624,4.135874684,6,-17,2021-07-03,19,0.871964662,2.154805693,Positive,Budgeting Tools,App Issues,Low,76.81189334,836.5560178,752139,1.672499684,2023-02-01,Credit,2022-05-30 00:00:00,0.111939657,5.158652778,3.935965638,0.34055014,2624.342627
3856,79,F,West Chelseaburgh,High,Health and safety adviser,High School,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,50,7,FALSE,TRUE,0.073327005,7,8,430,772.426575,331960,2022-02-20,2022-07-06,3.424523345,2.2051811,3.83741716,4,-62,2022-03-01,9,0.547574897,1.923611801,Neutral,Budgeting Tools,,Low,57.57681658,127.3624849,146246,0.029404415,2023-06-26,Credit,2022-02-20 00:00:00,0.996480887,3.444209246,13.28289063,0.822495555,46751.89335
3857,74,F,Cohenstad,Medium,Civil Service fast streamer,PhD,Widowed,5,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,22,5,FALSE,TRUE,0.57978147,8,3,808,420.1093968,339360,2023-06-27,2022-01-30,4.199419901,3.19316358,1.41943583,9,-12,2023-07-08,16,0.688995225,3.221339691,Negative,Investment Analytics,App Issues,Low,43.90901067,689.0970678,991421,0.968927262,2023-10-02,Debit,2023-06-27 00:00:00,0.754577643,2.015138974,6.533615229,0.062707074,11051.52495
3858,23,M,Lake Carolynfurt,Medium,Fashion designer,Master,Single,4,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,72,7,FALSE,TRUE,0.475179608,14,4,767,999.3395917,766233,2022-04-07,2023-02-02,4.537748281,3.409170706,3.071376736,4,88,2021-11-22,17,0.664507506,2.407369378,Negative,Budgeting Tools,,Low,32.90858772,65.74390217,595711,16.57357263,2023-05-02,Credit,2022-04-07 00:00:00,0.639471,2.034986683,14.21370716,0.494415723,21759.20997
3859,49,F,Port Robin,Medium,Accounting technician,PhD,Divorced,2,Online,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,10,3,FALSE,FALSE,0.106462872,12,0,171,752.8340332,128592,2023-01-24,2023-11-14,3.166546957,2.152020333,4.191556455,8,-24,2021-08-25,14,0.74534542,3.767510528,Positive,,Customer Service,Medium,80.64315311,168.0796101,849374,23.51328815,2023-09-02,Credit,2023-01-24 00:00:00,0.737941255,1.643488369,13.92452192,0.475596043,55946.81169
3860,27,Other,Woodbury,Low,"Radiographer, diagnostic",Bachelor,Widowed,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,35,8,TRUE,TRUE,0.463853958,4,1,878,381.1648664,334518,2022-02-07,2021-12-02,3.860222419,3.212666724,3.552022531,6,-23,2022-06-19,14,0.8107403,2.287197277,Positive,,,Medium,81.31213198,998.1465204,612614,1.557362082,2023-09-27,Transfer,2022-02-07 00:00:00,0.74598547,5.569301952,14.66909936,0.310143647,89978.11482
3861,20,F,South Sharon,Medium,International aid/development worker,PhD,Widowed,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,55,4,TRUE,FALSE,0.078964554,0,7,970,973.4745432,943810,2022-02-01,2023-05-10,3.305977627,3.4345015,3.851334528,4,-7,2022-04-11,5,0.625931356,4.957054998,Neutral,,App Issues,Medium,75.40909852,839.6433187,35331,8.197141548,2023-12-12,Transfer,2022-02-01 00:00:00,0.26742053,0.254125972,16.98419973,0.585317013,12175.36997
3862,76,M,West David,Low,Estate manager/land agent,PhD,Married,7,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,41,8,TRUE,FALSE,0.931529332,11,1,497,644.2728559,320068,2022-08-26,2021-11-11,3.882456262,4.519988625,3.293359647,7,-57,2022-05-06,14,0.814312892,2.131206115,Negative,Investment Analytics,Customer Service,Low,77.93697191,260.5417177,208301,13.82084804,2023-12-18,Transfer,2022-08-26 00:00:00,0.039999248,3.036680212,10.35798891,0.905728231,96811.49124
3863,66,Other,North Jamiemouth,High,"Surveyor, land/geomatics",High School,Widowed,2,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,6,FALSE,TRUE,0.259078748,0,7,524,920.2185846,482080,2023-07-09,2022-10-10,3.091438424,1.585588489,4.712169328,4,-73,2021-04-26,12,0.631948408,3.5496172,Negative,Budgeting Tools,Customer Service,High,53.23391534,307.0461722,43293,15.20217279,2023-10-25,Credit,2023-07-09 00:00:00,0.04517294,3.914419033,9.400613236,0.033395143,25652.11829
3864,76,Other,Sanchezmouth,Medium,Industrial/product designer,High School,Widowed,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,9,FALSE,FALSE,0.724824348,16,0,346,96.47027603,33216,2021-12-30,2023-06-08,4.20014846,2.536020178,3.057878636,1,-71,2021-02-19,0,0.562138338,2.085836246,Negative,,,Medium,7.670007655,960.9525524,730746,19.94743361,2023-09-05,Transfer,2021-12-30 00:00:00,0.467571505,1.595156044,12.26204982,0.164944693,1512.431854
3865,48,F,Port Gregory,Low,Community development worker,High School,Widowed,7,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,82,6,FALSE,FALSE,0.251249284,1,8,772,562.0164837,433864,2021-06-02,2023-02-16,4.229272283,2.271307236,3.254956942,10,-50,2021-04-18,4,0.756264147,2.845728747,Positive,International Transfers,App Issues,Low,8.180437577,329.2329371,716630,2.222427216,2021-11-26,Transfer,2021-06-02 00:00:00,0.221340182,8.382716332,14.82912689,0.36869258,67443.21887
3866,79,F,Porterville,Low,"Surveyor, planning and development",Bachelor,Widowed,3,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,98,4,FALSE,FALSE,0.474512944,6,8,115,909.36357,104535,2022-01-18,2021-02-23,1.186048546,2.019318556,4.516794,1,-68,2022-04-07,14,0.744082372,2.165179863,Neutral,Mobile Deposit,App Issues,High,53.23182154,542.2499814,440187,23.02303618,2022-07-08,Credit,2022-01-18 00:00:00,0.499443708,2.029052627,13.05030709,0.74892141,96458.72944
3867,69,Other,Monicaburgh,High,Jewellery designer,High School,Divorced,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,51,3,FALSE,TRUE,0.933266253,2,8,827,654.2895641,540858,2021-12-22,2022-05-22,1.814563178,2.701488202,3.459023102,8,9,2023-09-08,3,0.703308735,2.663527196,Positive,International Transfers,Customer Service,Low,37.33866374,956.9077907,518681,4.433959719,2023-07-28,Transfer,2021-12-22 00:00:00,0.998572521,7.265454696,0.934836882,0.94279671,98570.35213
3868,58,F,South Jennifer,Low,Database administrator,Bachelor,Married,7,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,29,4,FALSE,TRUE,0.871687135,17,5,49,988.3297218,48412,2023-11-19,2021-06-08,1.774051668,4.770058355,2.750348679,7,-37,2021-03-28,5,0.765887311,3.527762118,Neutral,,Fees,Low,56.59526486,340.1573553,79519,12.40685515,2023-12-11,Debit,2023-11-19 00:00:00,0.444406733,8.651437784,16.97805445,0.20625783,15131.25643
3869,48,M,North Kaitlynchester,Medium,"Administrator, Civil Service",Master,Divorced,6,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,7,TRUE,TRUE,0.778880702,13,1,773,995.7936258,769135,2021-09-02,2022-07-08,2.28966704,4.372606747,2.014287064,9,79,2021-03-28,11,0.749967265,3.823148526,Positive,,Customer Service,Medium,19.65934224,105.9224575,761855,8.510184667,2022-04-29,Transfer,2021-09-02 00:00:00,0.462837429,5.25023894,13.57442064,0.327460427,27053.17789
3870,39,F,Atkinsland,Low,Building surveyor,High School,Single,2,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,11,8,TRUE,TRUE,0.790191201,9,0,381,794.1170994,302514,2023-02-12,2021-09-13,2.905456323,3.089484516,4.86198381,5,-73,2022-03-25,13,0.792335514,1.942712533,Neutral,Investment Analytics,Customer Service,Low,99.03334062,799.3321672,153693,14.77790488,2023-06-10,Transfer,2023-02-12 00:00:00,0.012176845,6.702745835,16.07772728,0.613662486,34106.88135
3871,21,F,Rosarioside,High,English as a second language teacher,PhD,Widowed,4,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,75,2,FALSE,TRUE,0.823462074,6,5,862,285.9780411,245670,2021-03-25,2023-12-25,3.940120691,2.597016279,4.084075401,6,18,2022-04-22,19,0.983519699,4.596555556,Negative,Budgeting Tools,,Low,71.95837158,161.7607695,995195,6.261449117,2022-09-26,Debit,2021-03-25 00:00:00,0.802833387,3.615392968,16.37319703,0.524379578,15665.99621
3872,30,Other,Lake Kimberlyside,Premium,Musician,PhD,Single,3,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,20,9,TRUE,TRUE,0.742635881,13,3,408,855.0245852,348840,2023-05-28,2021-08-14,2.202190476,2.727520851,1.331120984,10,-28,2021-11-09,15,0.853239851,2.288957898,Positive,International Transfers,Fees,High,22.65498548,699.761862,468148,21.42747083,2023-09-03,Credit,2023-05-28 00:00:00,0.93919684,8.827326884,1.257364963,0.483499565,48236.19758
3873,62,F,South Timothyton,Premium,Ecologist,Bachelor,Divorced,5,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,11,7,TRUE,TRUE,0.896855651,2,7,878,706.4674784,619868,2022-07-26,2023-04-14,3.604881608,2.010496425,1.501249525,8,41,2021-10-09,7,0.932603808,1.247379956,Negative,Investment Analytics,Customer Service,High,72.27698177,61.10537834,741447,18.39340676,2022-10-29,Transfer,2022-07-26 00:00:00,0.838377524,0.670007108,5.289625704,0.321237271,35412.20444
3874,59,F,Lisaton,Medium,Oncologist,High School,Single,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,61,7,FALSE,TRUE,0.35023527,10,7,871,115.276956,100165,2022-06-26,2021-05-16,4.444839461,3.630836719,1.821433998,3,96,2023-10-23,10,0.748730752,4.787506535,Negative,Mobile Deposit,Transaction Delays,High,26.56504077,221.8656698,325465,18.89080032,2023-03-09,Debit,2022-06-26 00:00:00,0.191562054,6.481645895,7.012172027,0.556113966,99378.72427
3875,66,F,Reginaldhaven,High,Barista,PhD,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,91,4,TRUE,FALSE,0.526127659,14,1,931,393.8008573,365883,2021-09-24,2022-11-06,2.790021824,2.056664588,1.94785422,3,-47,2022-10-17,1,0.846223895,2.089323059,Positive,International Transfers,,Low,61.57749976,179.0700789,615339,21.56591788,2021-12-28,Credit,2021-09-24 00:00:00,0.676198835,3.604221838,16.94211585,0.670002062,36772.97287
3876,37,M,Pattersonville,Medium,Rural practice surveyor,Master,Single,3,Online,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,92,7,TRUE,FALSE,0.64641425,18,1,133,875.7655504,116375,2021-11-26,2021-07-02,3.629247357,1.445039572,3.580320066,10,76,2022-10-24,17,0.532418879,4.987023742,Positive,International Transfers,App Issues,Low,12.26663151,411.557158,22086,6.344123363,2022-01-31,Debit,2021-11-26 00:00:00,0.367140466,6.535369703,1.426440285,0.950724888,57990.28224
3877,71,F,East Melanieshire,Medium,Historic buildings inspector/conservation officer,High School,Divorced,2,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,38,2,FALSE,TRUE,0.197795891,11,3,773,710.6850025,548830,2022-06-07,2023-01-14,4.39067125,2.283776027,3.131967874,10,-94,2023-03-05,0,0.906808062,3.189041554,Neutral,Investment Analytics,Fees,Low,27.37235159,243.8292195,396717,16.99930644,2023-12-13,Credit,2022-06-07 00:00:00,0.159315872,7.014013197,8.167899374,0.063619108,59428.51227
3878,53,M,Lake Garychester,Medium,Oceanographer,Master,Widowed,6,Marketing,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,43,3,FALSE,FALSE,0.503263178,4,8,200,433.087474,86600,2021-01-12,2022-11-15,3.899615348,2.948353903,1.943241073,10,11,2023-03-22,13,0.973104058,4.395212563,Negative,International Transfers,App Issues,High,22.01483196,982.2156904,49137,16.74241457,2022-02-08,Credit,2021-01-12 00:00:00,0.749455855,6.363302583,17.94965196,0.3621691,50816.52833
3879,18,M,Donaldbury,Low,Estate manager/land agent,PhD,Married,6,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,3,2,TRUE,FALSE,0.124079346,8,5,246,616.8729262,151536,2022-11-08,2022-07-14,1.413703236,3.913433354,1.598395707,1,71,2021-02-09,0,0.986954986,1.433497348,Positive,Mobile Deposit,Fees,Low,3.354840543,290.98093,938244,19.70359614,2023-09-15,Debit,2022-11-08 00:00:00,0.170035879,9.148472779,13.43244902,0.47365399,79734.90067
3880,32,M,Clarkville,High,"Teacher, English as a foreign language",High School,Divorced,7,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,30,5,FALSE,TRUE,0.611640679,6,6,483,937.4107889,452571,2023-08-14,2021-10-27,1.606836429,2.949247769,3.767171711,2,-41,2023-11-11,0,0.592535569,3.206330914,Positive,International Transfers,Fees,High,94.8091754,320.9048458,393108,23.43350548,2023-08-18,Transfer,2023-08-14 00:00:00,0.010670822,6.829524296,11.72050198,0.561455835,50713.7959
3881,34,M,Dawnland,Medium,Public librarian,Bachelor,Widowed,4,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,23,1,FALSE,TRUE,0.097621288,14,2,567,601.6446867,340767,2021-11-14,2022-04-08,1.328770648,1.139130433,1.210280121,2,-100,2022-08-17,7,0.982307594,1.074890305,Positive,Investment Analytics,App Issues,Medium,12.31093498,164.5631614,276685,26.99599454,2023-08-12,Debit,2021-11-14 00:00:00,0.238461912,5.956783208,9.113062892,0.65279836,59857.73988
3882,41,Other,Nolanfort,Medium,Medical secretary,PhD,Married,4,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,41,2,FALSE,TRUE,0.503353006,0,6,193,235.3969453,45355,2021-03-23,2022-07-15,2.129026821,3.817498697,1.876972684,7,-50,2023-10-06,13,0.771243781,2.519085748,Negative,Budgeting Tools,App Issues,Low,71.05863281,831.0498944,549741,3.645066018,2023-06-13,Credit,2021-03-23 00:00:00,0.046018068,1.448225375,12.84334498,0.06927844,7605.334258
3883,75,M,Port Jordan,Medium,Nature conservation officer,Master,Single,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,48,6,FALSE,TRUE,0.461646497,0,2,706,672.6697953,474432,2021-11-11,2021-01-21,1.015896297,4.096307161,2.182904663,8,-63,2021-02-18,12,0.927060988,1.164530214,Positive,Budgeting Tools,Customer Service,Low,62.32153794,974.7331081,850944,3.574422496,2022-07-05,Transfer,2021-11-11 00:00:00,0.754628982,2.875729283,15.14016467,0.651320645,34095.82803
3884,40,F,Hannahmouth,Medium,Biomedical scientist,High School,Single,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,6,TRUE,TRUE,0.111790947,5,1,519,273.5307434,141687,2022-10-23,2021-07-20,3.438650061,1.412449586,1.725156104,1,-35,2023-04-30,9,0.874960234,2.84898595,Positive,,App Issues,Medium,36.82213626,426.6532474,433528,3.418152262,2023-11-28,Transfer,2022-10-23 00:00:00,0.050340752,0.347328127,18.47416514,0.636005308,36591.52545
3885,63,M,Lyonsshire,High,Interior and spatial designer,Master,Single,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,89,8,TRUE,TRUE,0.439335755,4,1,15,622.8252965,9330,2021-04-15,2023-02-12,1.106125935,3.884792574,3.296344717,1,12,2021-05-20,4,0.953155251,3.852339749,Neutral,International Transfers,,Low,53.33276375,893.5504944,647114,26.76215729,2023-07-07,Credit,2021-04-15 00:00:00,0.098062602,3.937818453,0.720682798,0.378027551,15773.9087
3886,25,F,Brookeberg,High,Health and safety inspector,Master,Widowed,6,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,19,9,TRUE,TRUE,0.677806813,10,8,590,648.1229645,382320,2022-09-09,2022-04-01,2.795107339,3.627144199,3.868485012,5,95,2021-03-24,17,0.807413979,4.510270746,Neutral,Mobile Deposit,Transaction Delays,High,38.56905644,871.7259704,301214,10.34037118,2023-02-12,Transfer,2022-09-09 00:00:00,0.162644676,1.168963342,6.038388334,0.818185352,97291.04845
3887,76,M,New Keith,High,Publishing copy,Bachelor,Single,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,9,TRUE,FALSE,0.594714144,10,6,973,367.9198338,357091,2023-10-02,2023-02-15,2.974695263,2.560982377,2.6294833,1,-27,2022-02-14,6,0.663258192,3.660369281,Negative,Budgeting Tools,App Issues,Medium,78.3827767,687.4847409,549120,20.02169881,2023-10-18,Debit,2023-10-02 00:00:00,0.099071147,7.736955591,17.80447857,0.082698215,58075.17389
3888,76,Other,West Anna,Medium,Armed forces technical officer,Bachelor,Single,1,Referral,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,32,7,FALSE,TRUE,0.458047082,13,4,940,743.2706886,698420,2023-01-04,2021-08-04,3.581839198,4.185397581,1.666489703,2,-2,2021-03-15,16,0.880143225,3.900693743,Negative,Investment Analytics,Customer Service,Medium,94.82180099,809.3034824,194911,10.96597768,2023-05-27,Transfer,2023-01-04 00:00:00,0.467151844,3.48775067,18.96647192,0.691204932,3716.460454
3889,30,M,Kristopherburgh,Low,Medical illustrator,PhD,Married,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,67,1,FALSE,FALSE,0.364945093,7,2,157,299.9806804,46943,2021-05-30,2021-09-10,1.957401597,3.842273048,2.605592992,3,86,2022-03-04,10,0.643765532,1.871196607,Positive,Investment Analytics,Customer Service,Medium,90.37181561,736.0100334,220931,14.27559199,2023-03-30,Transfer,2021-05-30 00:00:00,0.639111442,6.886945877,0.541733613,0.311219746,37348.46269
3890,56,M,Thomasmouth,Medium,"Investment banker, operational",Bachelor,Married,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,4,TRUE,FALSE,0.057388306,13,7,626,24.5765304,15024,2022-10-13,2021-12-26,4.471139184,3.276845323,2.863544068,1,7,2022-04-16,3,0.633192625,2.171563466,Positive,Mobile Deposit,Customer Service,Low,41.07520743,682.2035865,876105,18.65492325,2023-09-01,Transfer,2022-10-13 00:00:00,0.33710725,8.730515357,9.03701187,0.715754473,69265.369
3891,45,Other,Ericberg,Premium,Food technologist,Bachelor,Married,5,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,85,7,TRUE,TRUE,0.955897539,8,1,514,357.1435571,183498,2023-12-13,2023-12-15,3.016913981,4.050531261,4.519014414,9,89,2023-10-04,0,0.585508492,4.751126557,Negative,,App Issues,Low,64.17532358,246.5601085,829321,12.67561038,2023-12-17,Transfer,2023-12-13 00:00:00,0.325893862,6.076628815,15.28204288,0.176886176,63219.53585
3892,78,M,New Kelly,Premium,"Teacher, adult education",PhD,Widowed,7,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,35,2,FALSE,TRUE,0.402707729,10,2,698,863.6771421,602374,2022-03-27,2022-09-20,3.760570482,2.743940622,3.126324133,4,66,2021-01-15,15,0.538662535,1.652371969,Negative,International Transfers,,Medium,29.10091853,569.3766632,759111,2.715881644,2023-01-22,Debit,2022-03-27 00:00:00,0.382281998,2.253834733,18.03821528,0.670601873,17643.12458
3893,33,F,Scottbury,High,"Buyer, industrial",PhD,Divorced,1,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,47,9,FALSE,FALSE,0.416477192,10,4,327,581.0931629,189987,2022-01-12,2023-09-30,2.384482347,3.435273517,1.228938692,6,-38,2022-12-17,14,0.902337946,4.962809459,Neutral,Mobile Deposit,Customer Service,Medium,51.04492691,86.63559046,410860,17.31739351,2022-01-14,Debit,2022-01-12 00:00:00,0.701813073,1.373058765,2.808487762,0.607730307,41948.10635
3894,19,M,Port Jasonport,Medium,Ecologist,PhD,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,1,TRUE,TRUE,0.128342819,19,0,778,850.878042,661300,2023-12-03,2021-07-15,2.06795863,1.163436986,4.912734974,6,59,2021-06-15,17,0.651082754,4.36210722,Positive,Investment Analytics,App Issues,Medium,34.67144809,610.3386761,44805,26.55792054,2023-12-15,Debit,2023-12-03 00:00:00,0.044549353,4.21221014,5.298885708,0.044955837,41633.32036
3895,34,M,New Alexander,Low,Broadcast engineer,PhD,Single,2,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,7,9,FALSE,FALSE,0.532668214,15,5,980,137.3138228,134260,2021-05-20,2023-12-20,3.336099107,2.804625528,1.75498601,3,16,2023-01-24,14,0.699128362,4.209489963,Positive,Mobile Deposit,Transaction Delays,Low,35.29225404,661.6729167,309521,15.42364324,2022-07-28,Transfer,2021-05-20 00:00:00,0.992763069,0.225339252,9.401580985,0.310647718,65100.92942
3896,47,M,Jenniferhaven,Medium,"Merchandiser, retail",Master,Widowed,7,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,72,7,FALSE,FALSE,0.979220997,11,1,473,201.0598426,95073,2023-11-01,2022-12-16,4.580975292,3.42027954,3.11349242,8,48,2023-11-09,19,0.887465675,4.233494941,Neutral,Mobile Deposit,,High,32.64653974,803.2312295,999744,27.24741574,2023-12-14,Credit,2023-11-01 00:00:00,0.967920331,2.169463729,8.944448587,0.642066767,50794.52888
3897,30,Other,Woodsburgh,High,Chartered legal executive (England and Wales),Master,Single,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,81,6,FALSE,FALSE,0.253025479,6,6,311,172.9735262,53492,2021-11-23,2022-08-01,3.868997566,1.015514711,2.365486899,6,-16,2021-12-03,17,0.517834843,2.490584288,Positive,Budgeting Tools,,Low,26.20908506,511.9184087,608394,17.38871852,2022-05-23,Debit,2021-11-23 00:00:00,0.489742118,0.233610064,5.999721577,0.428407274,88618.03593
3898,30,M,Dawnshire,High,Phytotherapist,PhD,Widowed,3,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,98,7,FALSE,FALSE,0.313336222,2,6,602,787.275698,473774,2023-05-02,2022-07-10,3.795215206,2.587678473,3.792663995,6,50,2023-03-25,7,0.66534016,4.17077392,Neutral,International Transfers,Transaction Delays,High,51.64848882,170.3346162,9010,20.13484048,2023-09-10,Transfer,2023-05-02 00:00:00,0.09952101,6.082057693,12.68714093,0.913750487,70138.27488
3899,60,M,Alexandrafurt,High,"Geologist, wellsite",PhD,Widowed,2,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,2,TRUE,FALSE,0.236214513,11,0,426,616.0717072,262416,2023-04-07,2021-07-22,2.975634614,3.13671048,1.763304496,1,21,2022-03-12,8,0.960543384,2.417390843,Neutral,International Transfers,Transaction Delays,Medium,64.20404771,419.9852503,196922,9.450358066,2023-07-12,Credit,2023-04-07 00:00:00,0.553300782,6.921960222,18.06045705,0.084288511,80100.16132
3900,38,F,Wonghaven,High,Building surveyor,High School,Widowed,2,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,23,2,TRUE,TRUE,0.866585585,5,3,454,343.0394944,155722,2021-07-08,2021-04-09,1.027698983,2.4819787,3.04977307,7,-86,2021-11-08,13,0.601559754,2.465370385,Negative,,App Issues,Low,95.58492988,962.6819149,457911,12.52978187,2022-04-10,Debit,2021-07-08 00:00:00,0.784498131,7.153117242,13.91229992,0.273422214,67045.02523
3901,72,M,Thompsonfurt,Low,Careers adviser,High School,Divorced,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,3,TRUE,FALSE,0.475209934,18,0,452,782.8425911,353464,2022-12-17,2021-12-16,4.514688543,2.44947349,3.056818146,4,28,2021-01-16,11,0.541746852,4.17566654,Negative,Mobile Deposit,,Low,21.43883045,869.2170391,969477,18.22914241,2023-07-14,Transfer,2022-12-17 00:00:00,0.623293369,5.82831193,8.069898845,0.883534773,14926.02449
3902,57,M,Lake Staceymouth,Low,Systems developer,High School,Widowed,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,64,6,TRUE,FALSE,0.823523488,3,9,968,441.0357534,426888,2022-03-30,2022-10-14,1.964535553,4.433744414,3.604209155,8,56,2022-07-31,5,0.985356233,2.561423405,Negative,International Transfers,App Issues,Low,48.43740759,986.2994635,718192,23.85023956,2022-10-11,Transfer,2022-03-30 00:00:00,0.794353348,4.280754075,8.332769075,0.086790472,25271.12835
3903,32,M,West Jamie,Low,"Lighting technician, broadcasting/film/video",Bachelor,Divorced,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,38,1,FALSE,TRUE,0.850086844,9,6,525,619.4463951,324975,2022-03-13,2023-03-09,2.896355145,4.857814109,3.328153079,3,-7,2022-06-29,1,0.837259616,4.231837293,Negative,International Transfers,Transaction Delays,Medium,69.81069993,425.7882269,759530,21.53553,2022-10-05,Transfer,2022-03-13 00:00:00,0.273007002,3.519926903,17.8909301,0.703906129,21599.35651
3904,69,M,West Charlotte,Medium,Landscape architect,Master,Divorced,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,78,4,FALSE,FALSE,0.749089671,7,4,165,856.1623491,141240,2022-11-11,2022-01-06,1.771518,1.386346981,1.50371959,4,46,2023-02-06,2,0.908999385,1.045364966,Neutral,Investment Analytics,,Medium,54.42552654,805.3471772,229670,19.66681911,2023-12-28,Debit,2022-11-11 00:00:00,0.163269651,2.791125579,16.97926661,0.38537735,38807.19518
3905,70,F,Lake Jamesfort,Medium,Phytotherapist,Master,Single,4,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,54,8,FALSE,TRUE,0.261044172,9,7,136,430.9956806,58480,2022-11-10,2022-12-08,4.255837217,4.642840022,3.776985167,1,-68,2023-11-13,17,0.581437317,1.686420921,Negative,International Transfers,Fees,Medium,74.71724032,164.1143466,201487,28.50565679,2023-04-12,Transfer,2022-11-10 00:00:00,0.463854315,8.570005969,13.15703065,0.070759235,10220.85145
3906,69,F,Hudsontown,High,Glass blower/designer,High School,Married,7,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,76,8,TRUE,TRUE,0.035263701,15,0,252,754.7628655,190008,2023-01-09,2023-12-25,1.134683506,2.514868429,2.85222052,1,22,2023-03-07,18,0.5056639,4.733564485,Positive,Mobile Deposit,Fees,High,60.5722798,997.1568211,870888,1.342431105,2023-12-20,Credit,2023-01-09 00:00:00,0.126280923,6.302640722,1.810594107,0.536350415,30718.36474
3907,47,Other,Lake James,High,Adult guidance worker,High School,Divorced,4,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,86,5,TRUE,FALSE,0.143289385,10,9,552,569.9850528,314088,2022-08-25,2023-04-05,3.625471833,1.951364282,1.749960976,3,-13,2021-11-24,18,0.780444056,3.517812792,Negative,,Transaction Delays,High,47.51005163,921.2134642,277397,26.75680025,2023-05-16,Transfer,2022-08-25 00:00:00,0.823140477,4.616242961,10.21620187,0.972616532,88039.17055
3908,50,M,South Conniemouth,Medium,"Teacher, early years/pre",Master,Divorced,1,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,92,7,FALSE,TRUE,0.696949648,3,3,861,908.6051775,781788,2022-03-24,2023-09-04,1.194405233,1.598602472,2.600438993,9,-31,2022-02-17,8,0.829978003,2.872233565,Positive,International Transfers,App Issues,High,52.24535511,943.5029074,784108,12.84211761,2023-09-26,Transfer,2022-03-24 00:00:00,0.334518769,4.821623785,14.45589169,0.763997948,66299.76313
3909,74,Other,West Angelaside,Low,"Chemist, analytical",Bachelor,Married,2,Online,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,60,5,FALSE,FALSE,0.740550137,12,8,603,460.9081618,277380,2023-12-23,2021-09-19,4.672918657,3.990063736,2.477340771,6,-91,2022-06-09,12,0.611886631,3.320298908,Positive,Mobile Deposit,Transaction Delays,Low,25.60352355,52.2810856,951890,5.414252927,2023-12-26,Debit,2023-12-23 00:00:00,0.72208043,1.963434359,4.359275588,0.533518095,61727.67863
3910,69,Other,Port Brianshire,Low,Technical author,High School,Divorced,2,Marketing,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,30,4,TRUE,FALSE,0.766376706,19,9,137,305.6637354,41785,2023-08-31,2022-06-15,1.219803394,3.894055682,2.773695994,2,73,2022-11-17,7,0.509443998,2.608294022,Neutral,Budgeting Tools,,Low,1.076143515,425.9128088,747680,3.238090152,2023-12-30,Debit,2023-08-31 00:00:00,0.908479932,0.432550881,1.396305123,0.505306424,33637.83024
3911,26,M,East Jonathan,High,Mining engineer,PhD,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,27,6,TRUE,FALSE,0.243969291,2,0,974,276.6992526,268824,2021-01-19,2021-01-20,4.559155054,1.378871025,4.578593906,2,74,2022-02-05,4,0.984577946,1.531007877,Neutral,,Customer Service,High,6.147095393,650.8565548,350562,29.41183785,2022-05-21,Debit,2021-01-19 00:00:00,0.19501964,3.294807169,15.8248319,0.835763163,6918.624394
3912,71,F,Lake Sharon,Medium,"Therapist, drama",High School,Single,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,8,TRUE,FALSE,0.153036012,2,2,637,198.9131838,126126,2021-08-23,2023-11-18,2.008345888,4.837937591,4.486270069,7,82,2022-11-01,14,0.682970072,4.564699283,Negative,Mobile Deposit,,Medium,85.5495139,908.7691483,324570,28.66873256,2022-05-13,Debit,2021-08-23 00:00:00,0.245529987,0.154729933,13.08197545,0.698486242,46004.85162
3913,18,F,East Hannah,Medium,"Engineer, mining",Master,Widowed,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,1,FALSE,FALSE,0.923061498,16,1,444,362.9836152,160728,2022-12-10,2021-11-15,3.612703429,1.289963266,1.096211748,5,-83,2022-06-18,6,0.85925479,4.016411604,Negative,,,Low,14.68917881,398.9125766,159715,29.65767343,2023-03-26,Transfer,2022-12-10 00:00:00,0.108343391,1.199193184,11.674227,0.232401107,78611.49209
3914,61,M,Thompsonview,High,"Therapist, art",Master,Married,5,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,77,3,TRUE,TRUE,0.664211592,6,8,715,439.9484704,313885,2023-07-02,2021-09-16,3.547720976,2.987729528,3.052264118,10,98,2023-03-16,3,0.735910969,3.791628991,Positive,,Fees,High,6.255637227,709.6498428,416651,18.02472237,2023-10-30,Debit,2023-07-02 00:00:00,0.013453911,1.589437612,0.212032086,0.593709685,7059.512972
3915,26,M,Christopherborough,Medium,IT sales professional,High School,Widowed,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,4,FALSE,TRUE,0.741962802,10,9,217,144.1938751,31248,2022-05-08,2021-10-20,4.406827627,3.581259122,1.293459199,3,-91,2021-09-02,4,0.628449336,4.375284996,Negative,Investment Analytics,Customer Service,Low,94.17223745,439.4982765,790272,15.16230171,2023-05-22,Credit,2022-05-08 00:00:00,0.055235004,7.359784226,19.62483823,0.50807137,65638.84896
3916,49,F,East Alexandraton,Medium,"Production designer, theatre/television/film",High School,Married,7,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,95,5,TRUE,FALSE,0.093904905,3,4,87,738.3865391,64206,2022-05-15,2023-02-15,2.611344411,4.55284805,1.145406999,4,-9,2022-08-08,11,0.97675741,3.982644564,Positive,Mobile Deposit,App Issues,Low,89.17182079,821.4094859,425614,20.19846254,2022-08-27,Debit,2022-05-15 00:00:00,0.191960865,1.49389066,4.078377599,0.289297418,64384.8846
3917,32,M,East John,High,Sports development officer,PhD,Widowed,5,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,1,TRUE,FALSE,0.412458833,15,5,906,938.5228838,849828,2021-03-23,2022-07-02,3.116778989,2.078384437,1.84493102,1,86,2023-07-14,13,0.775303881,3.063285552,Neutral,Budgeting Tools,Fees,High,7.986181289,28.79494466,655687,9.902303515,2023-11-09,Debit,2021-03-23 00:00:00,0.942381675,2.478621417,18.68708182,0.736085622,8659.67696
3918,29,M,Marshallside,High,Research scientist (maths),PhD,Single,3,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,53,9,TRUE,FALSE,0.063307897,6,7,967,417.7544424,403239,2022-10-20,2021-04-19,2.541364104,2.070221169,4.862368783,3,-67,2021-03-01,11,0.670143484,1.548508095,Positive,,,High,2.431103388,435.6366714,592285,9.365859521,2023-11-01,Credit,2022-10-20 00:00:00,0.565093492,2.08524583,15.71883152,0.956916085,33476.96172
3919,74,M,West Kristyland,High,Materials engineer,Bachelor,Divorced,7,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,69,8,TRUE,FALSE,0.657751726,15,8,845,925.948649,781625,2023-02-21,2023-01-29,3.621828061,4.12507652,4.723514948,4,-59,2023-07-02,10,0.86823041,1.429505429,Negative,Mobile Deposit,,Medium,12.82115301,838.9693932,670162,16.73882687,2023-11-17,Debit,2023-02-21 00:00:00,0.810421763,1.317428979,12.75377984,0.878035268,10778.21877
3920,25,F,South Darren,Medium,Electrical engineer,Bachelor,Single,6,Online,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,50,2,TRUE,TRUE,0.489358279,17,7,918,427.7803865,391986,2021-08-21,2022-05-26,2.242617117,2.643948502,3.853048321,9,-3,2023-11-15,9,0.810576606,1.12577555,Positive,Investment Analytics,App Issues,Medium,53.39681882,437.3809429,396417,26.05441391,2022-09-15,Transfer,2021-08-21 00:00:00,0.920575398,8.522245918,8.264946837,0.577662318,13753.10682
3921,44,Other,South Jamesside,Medium,Best boy,PhD,Divorced,5,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,78,5,FALSE,FALSE,0.45146392,11,7,745,228.0240754,169860,2023-03-02,2023-05-07,3.560753265,1.822851501,2.234642607,10,-10,2023-04-11,13,0.851936667,2.966932798,Neutral,Mobile Deposit,Transaction Delays,Low,37.36178328,109.6275588,16652,28.8405548,2023-10-11,Credit,2023-03-02 00:00:00,0.048608696,1.746787415,11.05543351,0.752114719,94747.54093
3922,79,Other,New Tony,High,Publishing rights manager,Bachelor,Widowed,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,9,FALSE,FALSE,0.902907335,8,0,497,860.5175015,427420,2022-06-10,2023-07-27,4.0132528,1.085327464,1.845566584,5,-59,2022-02-24,9,0.91512595,1.638147365,Positive,Mobile Deposit,Fees,Medium,55.32095306,560.6324639,617835,10.28633506,2023-02-25,Credit,2022-06-10 00:00:00,0.447513719,6.103890424,17.93006165,0.59527931,66114.26879
3923,29,M,New Russellville,Medium,Academic librarian,Bachelor,Widowed,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,29,3,TRUE,TRUE,0.740118604,9,9,696,902.5289416,627792,2022-08-03,2022-01-10,1.519735819,3.983297378,1.685432877,8,12,2022-01-14,2,0.581246828,2.091843485,Negative,,Customer Service,High,39.35049548,393.7641807,787954,26.97302591,2022-09-10,Debit,2022-08-03 00:00:00,0.353803883,0.596097532,10.85962332,0.540234443,77699.03315
3924,82,F,Watersborough,High,"Copywriter, advertising",High School,Divorced,4,Referral,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,15,5,TRUE,TRUE,0.964253228,3,0,174,642.3120929,111708,2021-02-20,2023-06-18,2.518871113,1.060085015,1.085630988,5,94,2021-08-19,16,0.530615606,4.511440558,Neutral,Investment Analytics,Transaction Delays,High,62.35430898,316.4510868,558398,3.904846861,2023-12-26,Transfer,2021-02-20 00:00:00,0.446782904,5.947362093,9.123910955,0.076025462,37044.37097
3925,59,M,Gayview,High,Adult nurse,PhD,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,22,9,FALSE,TRUE,0.046269356,5,7,402,923.3241403,371046,2023-11-25,2022-12-26,1.140122624,3.550263626,2.761443139,5,34,2021-03-27,18,0.731386233,3.430481026,Neutral,International Transfers,,Low,81.56390009,862.7623059,988503,4.161652961,2023-12-22,Transfer,2023-11-25 00:00:00,0.119751519,4.394734044,6.998871294,0.552837488,29867.70012
3926,79,F,Guzmanfort,Premium,Forensic scientist,High School,Single,6,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,30,6,FALSE,TRUE,0.615677553,18,0,585,355.2153575,207675,2023-02-07,2023-08-18,1.36371494,2.715455582,3.425078669,8,-86,2023-03-05,18,0.511202185,4.941729282,Negative,,Customer Service,Medium,76.66128678,446.6088712,65304,28.62830104,2023-08-11,Credit,2023-02-07 00:00:00,0.983296628,7.014330306,8.310495174,0.725544989,93860.43915
3927,28,M,West William,Medium,Dispensing optician,High School,Married,7,Online,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,11,5,FALSE,TRUE,0.63021719,17,4,854,325.540195,277550,2023-11-20,2023-10-26,1.191416404,3.537881491,3.377059852,3,62,2021-08-07,4,0.604887519,4.799876215,Negative,Budgeting Tools,App Issues,High,12.89032438,205.6766865,404666,27.99629447,2023-12-08,Credit,2023-11-20 00:00:00,0.599515,4.279836426,3.827409967,0.559334369,78259.4076
3928,60,F,Stephanieport,Low,"Presenter, broadcasting",Bachelor,Widowed,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,8,FALSE,FALSE,0.026543136,11,3,117,856.3296707,100152,2023-11-08,2022-08-11,3.821891761,4.040358194,3.806214898,5,-48,2022-02-26,4,0.582823489,2.768559214,Negative,Budgeting Tools,Fees,Medium,50.38087128,111.8890471,294094,3.558462254,2023-11-19,Transfer,2023-11-08 00:00:00,0.954255542,5.307004878,2.105783461,0.611169727,26652.85989
3929,34,F,Michellebury,Medium,"Designer, interior/spatial",High School,Single,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,5,TRUE,FALSE,0.787081038,17,4,631,288.0273925,181728,2023-07-02,2022-07-19,4.919517312,3.590551188,3.042613702,5,-100,2022-02-14,2,0.88267419,3.629833404,Negative,,Customer Service,Low,98.27207251,930.32142,896091,27.37797697,2023-09-12,Debit,2023-07-02 00:00:00,0.478065029,7.699033546,7.388477999,0.121401497,44698.37255
3930,49,Other,Joshuaside,High,"Administrator, local government",Master,Single,1,Marketing,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,66,9,FALSE,FALSE,0.153614885,2,7,315,867.5600795,273105,2023-09-24,2023-05-27,3.446228596,2.862863635,3.134758996,1,41,2022-09-04,7,0.891660311,4.792763915,Positive,,Fees,Low,78.42882288,711.5257627,770262,14.47406585,2023-10-25,Transfer,2023-09-24 00:00:00,0.297984721,6.354399156,10.36985005,0.10271247,66640.22121
3931,57,M,Connieville,Medium,Building services engineer,Bachelor,Married,4,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,37,3,FALSE,FALSE,0.701272031,17,9,317,245.956358,77665,2021-03-31,2023-12-03,2.357581764,4.629989001,4.837550127,3,4,2022-03-15,17,0.566641932,4.137870209,Neutral,Mobile Deposit,,High,68.18855412,126.9023118,348499,25.13311955,2023-04-14,Credit,2021-03-31 00:00:00,0.706685005,4.4814873,6.311848514,0.464586818,46282.27203
3932,40,Other,South Adam,Low,Writer,Master,Divorced,1,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,85,1,TRUE,TRUE,0.037823941,1,7,495,697.9870418,345015,2022-08-31,2022-04-14,4.089438054,1.014369367,3.258144923,4,49,2022-09-14,12,0.655910911,3.623446007,Positive,,Transaction Delays,Low,50.66238106,80.65949581,516132,8.763151784,2023-06-14,Transfer,2022-08-31 00:00:00,0.208843533,8.443335835,2.48343723,0.03907736,13794.88038
3933,73,Other,Simpsonburgh,Low,Research scientist (maths),Bachelor,Divorced,5,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,84,4,FALSE,TRUE,0.613687446,18,3,496,820.2017358,406720,2022-01-30,2022-09-18,3.032341434,1.190898236,4.495498971,10,89,2023-01-10,15,0.855013117,3.369973743,Positive,Budgeting Tools,Transaction Delays,Medium,77.45151566,546.0539809,963043,21.16803378,2022-07-29,Debit,2022-01-30 00:00:00,0.821944844,8.014789441,17.26011102,0.853217922,96696.38771
3934,23,F,Port Ryanport,Medium,Chief Operating Officer,High School,Single,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,15,7,TRUE,TRUE,0.520780797,16,7,436,869.4147893,378884,2022-10-19,2021-06-28,1.55402641,2.946055904,1.498068098,6,-1,2023-08-08,17,0.601478625,3.169769244,Negative,,Transaction Delays,Medium,56.14831704,355.2342657,129444,26.37261428,2023-05-03,Transfer,2022-10-19 00:00:00,0.959793559,9.187190229,15.91476099,0.028663467,22819.55627
3935,67,M,Port Scottside,Low,Copy,Bachelor,Divorced,6,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,81,3,FALSE,TRUE,0.483276949,10,9,265,965.4666192,255725,2023-11-19,2022-09-18,4.585087686,1.988975499,4.305216941,6,-65,2021-04-22,15,0.673928008,1.554832533,Negative,Investment Analytics,Customer Service,Medium,76.56054594,616.6232602,680864,23.96335899,2023-12-28,Transfer,2023-11-19 00:00:00,0.378903864,2.804252005,7.585067909,0.059833389,8329.842551
3936,54,F,East Kimberly,Low,Chartered public finance accountant,Master,Widowed,3,Online,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,3,8,FALSE,TRUE,0.366665366,12,4,234,307.3931478,71838,2021-06-18,2023-04-13,1.503977415,2.721618869,3.753887428,5,-2,2022-04-16,7,0.683630783,1.424612873,Positive,Investment Analytics,Fees,High,77.31523443,641.2392392,885379,10.61482323,2021-11-01,Debit,2021-06-18 00:00:00,0.443827546,2.0188899,2.422927525,0.74791474,88248.31253
3937,81,F,East Kyle,High,Dealer,Bachelor,Married,4,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,19,2,FALSE,FALSE,0.420237939,8,3,831,548.7294452,455388,2021-07-16,2022-10-03,4.906123615,2.148722695,1.023136792,2,43,2022-06-01,17,0.535958788,1.962460411,Positive,International Transfers,Transaction Delays,Medium,23.41810257,340.8361578,134298,2.45544058,2023-02-03,Debit,2021-07-16 00:00:00,0.136109228,3.817171705,0.440572783,0.315982319,35694.98776
3938,71,F,Lukehaven,Low,Information systems manager,Master,Married,5,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,44,9,FALSE,FALSE,0.476894278,16,6,960,956.9206353,917760,2021-12-09,2021-07-04,2.447847071,1.924988826,1.842012657,4,90,2022-03-21,0,0.599196789,3.294143143,Negative,Mobile Deposit,Transaction Delays,High,18.85717834,468.0090973,970500,25.55063937,2022-11-11,Debit,2021-12-09 00:00:00,0.84410222,9.849773432,11.72970079,0.564242451,94481.81294
3939,66,M,Garciaport,Low,"Buyer, retail",PhD,Married,5,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,3,TRUE,FALSE,0.29768951,12,2,14,20.19088538,280,2023-12-29,2021-06-12,3.907992793,4.692128858,1.861147089,5,-95,2023-11-13,12,0.607931207,4.7220123,Neutral,Investment Analytics,App Issues,Medium,49.43758591,884.189429,385642,11.22948128,2023-12-30,Transfer,2023-12-29 00:00:00,0.411206927,3.145634561,8.559997405,0.026170272,21486.57235
3940,28,M,New Emily,High,"Engineer, drilling",High School,Single,7,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,94,6,FALSE,TRUE,0.935288861,12,4,332,619.1446076,205508,2021-01-16,2021-06-07,4.837463084,1.86658629,2.589250084,7,49,2021-02-18,13,0.865086376,2.575740666,Positive,,Transaction Delays,Low,70.74530418,798.9164374,312653,17.93871257,2021-02-27,Credit,2021-01-16 00:00:00,0.389992293,9.346673913,10.99020591,0.292923052,11671.12072
3941,66,F,Ericfurt,High,"Teacher, music",Master,Single,6,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,1,7,FALSE,FALSE,0.965001571,1,4,232,158.0564537,36656,2021-05-15,2022-05-07,3.373861696,1.365888572,2.566465416,6,34,2022-09-27,12,0.644051342,4.434264708,Neutral,,,High,73.31166911,683.9216816,340462,0.453888994,2022-08-18,Debit,2021-05-15 00:00:00,0.223128975,6.077652805,5.6304571,0.543835885,94175.78321
3942,38,M,Port Eric,Medium,Financial planner,PhD,Divorced,2,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,93,5,TRUE,FALSE,0.299902812,16,4,273,445.8419944,121485,2022-03-08,2021-07-11,4.903291693,1.902901569,2.396995827,2,44,2021-01-26,5,0.871263941,1.08759223,Neutral,Mobile Deposit,Fees,High,53.94824986,859.6104133,412717,29.0646947,2022-12-08,Transfer,2022-03-08 00:00:00,0.979703988,1.861823223,19.27031503,0.214946713,16561.01155
3943,83,F,West Sue,Low,Planning and development surveyor,High School,Married,2,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,30,5,TRUE,FALSE,0.778691739,4,1,529,93.21477511,49197,2022-03-13,2021-12-05,1.717033504,2.708878935,2.738188361,8,-21,2022-03-20,9,0.758307358,3.961067149,Neutral,Mobile Deposit,Customer Service,High,63.43230638,739.5414481,181572,4.118621747,2022-10-08,Credit,2022-03-13 00:00:00,0.560248625,7.705115089,15.10741556,0.648202122,15655.19768
3944,80,M,Valdezchester,High,Web designer,PhD,Widowed,6,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,27,1,FALSE,TRUE,0.751618817,13,9,307,343.044695,105301,2023-05-19,2021-04-28,1.228122281,1.893258902,4.308201964,10,77,2022-01-06,12,0.540372823,1.35800768,Positive,Budgeting Tools,Customer Service,High,79.41343794,720.2422816,345525,19.44114041,2023-08-14,Credit,2023-05-19 00:00:00,0.826302607,0.089356832,18.12676543,0.756893632,47304.4481
3945,45,M,Jeremyview,Medium,Operations geologist,Master,Widowed,1,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,72,4,FALSE,TRUE,0.875582404,16,6,440,694.7174393,305360,2021-08-01,2021-06-23,3.578125965,1.390892932,1.202060313,10,86,2022-11-15,12,0.609351939,4.602231158,Neutral,International Transfers,App Issues,Medium,86.26092781,452.2247388,137194,24.25276431,2023-11-19,Credit,2021-08-01 00:00:00,0.412106864,7.019573828,11.48164449,0.346631731,52193.00557
3946,34,Other,Michaelport,Low,"Psychologist, counselling",High School,Married,3,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,58,1,TRUE,TRUE,0.003845774,5,9,920,813.5445468,747960,2022-02-26,2022-08-09,1.417178288,2.074658578,4.389479471,8,69,2022-02-27,3,0.522450075,2.935214713,Negative,Investment Analytics,,Low,50.53560569,410.4685692,435747,3.264755273,2022-03-20,Transfer,2022-02-26 00:00:00,0.548773782,8.337163956,14.64425391,0.288451443,60112.56556
3947,23,F,Dustinmouth,Low,Ship broker,PhD,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,9,FALSE,FALSE,0.338117995,8,6,242,565.6702765,136730,2023-06-11,2023-10-07,3.021858578,4.625847056,4.674151161,4,67,2023-10-21,7,0.982810757,3.030203683,Positive,,,High,17.42490222,254.8539645,233195,17.12652711,2023-11-05,Transfer,2023-06-11 00:00:00,0.089117923,6.000795415,16.49138174,0.668171062,6224.324116
3948,36,Other,Mariamouth,Low,Tax adviser,Master,Single,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,9,FALSE,FALSE,0.144987809,11,7,845,441.8461023,372645,2021-05-28,2021-01-22,4.10864289,4.010812814,1.666060217,1,41,2023-03-07,9,0.91297837,4.675083828,Neutral,,App Issues,Low,69.10080215,926.657023,664854,28.86925007,2023-10-27,Transfer,2021-05-28 00:00:00,0.48832377,7.316075596,1.746269609,0.672693876,21096.48827
3949,73,Other,Parkershire,Medium,Professor Emeritus,PhD,Single,6,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,48,5,TRUE,TRUE,0.390858253,19,6,625,349.1137009,218125,2021-11-11,2023-05-19,4.302869648,1.933203182,2.464630015,3,100,2022-11-02,5,0.634238089,2.75574402,Positive,International Transfers,Fees,Low,19.14896307,603.9328067,33508,27.27673915,2022-11-01,Debit,2021-11-11 00:00:00,0.325781047,7.516006027,6.486873928,0.21517778,65144.83602
3950,45,F,Farmertown,High,"Optician, dispensing",High School,Widowed,2,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,43,5,TRUE,FALSE,0.575628103,11,0,36,907.8233724,32652,2021-02-18,2023-11-08,3.25332143,3.428638213,3.604539674,9,-48,2023-07-27,13,0.676036494,4.610357095,Negative,Mobile Deposit,Fees,High,22.83239346,725.9039142,66627,8.209694085,2022-01-18,Transfer,2021-02-18 00:00:00,0.36296869,2.10832877,0.427078248,0.187217531,6838.291376
3951,83,F,Brownchester,High,Animator,High School,Married,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,57,5,FALSE,FALSE,0.908848916,6,8,318,205.5817303,65190,2023-07-30,2021-10-07,2.860409023,4.424364346,4.914282945,6,35,2023-03-12,4,0.854778751,3.724594337,Positive,,App Issues,High,78.58156511,63.38564559,391260,28.83832797,2023-12-20,Transfer,2023-07-30 00:00:00,0.133787803,4.101372087,8.462981686,0.970745024,16200.09082
3952,55,M,Debbieberg,Medium,Systems developer,High School,Widowed,5,Online,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,50,7,FALSE,FALSE,0.83961404,17,3,18,687.286468,12366,2022-11-11,2023-09-10,1.367154441,4.883871368,4.464681706,1,-10,2021-12-05,14,0.728201525,2.131042788,Negative,Investment Analytics,,High,48.22289228,862.7606703,56124,28.91655067,2023-10-01,Debit,2022-11-11 00:00:00,0.658477206,3.882605586,17.59737165,0.718482583,57597.97834
3953,54,F,Wangtown,Medium,"Scientist, research (medical)",Master,Married,6,Referral,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,16,6,TRUE,FALSE,0.499022371,19,0,501,149.3878174,74649,2021-03-19,2023-10-17,3.719888124,1.297108268,3.963716146,3,15,2023-10-04,6,0.800037046,1.242937949,Positive,,,Low,39.63900887,210.1120663,520110,13.64813329,2023-09-30,Credit,2021-03-19 00:00:00,0.11393924,2.950022671,7.177272247,0.245732197,80252.27819
3954,66,Other,East Ebony,High,Public relations account executive,PhD,Widowed,1,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,89,2,FALSE,TRUE,0.023502124,4,9,734,900.6515191,660600,2021-06-29,2023-11-21,3.982062083,1.815190719,4.757480836,8,-23,2023-09-11,1,0.513200207,4.618940567,Positive,International Transfers,,High,37.71732755,670.4934154,824525,4.695081248,2022-12-16,Transfer,2021-06-29 00:00:00,0.947157796,3.155103539,17.84807245,0.660363715,51318.07243
3955,60,Other,Kennethstad,Medium,"Engineer, structural",PhD,Widowed,3,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,3,3,TRUE,FALSE,0.30089362,10,1,892,292.512355,260464,2021-05-31,2023-12-27,2.560960376,4.773851143,4.929550226,2,-42,2022-08-08,7,0.962342994,2.298966472,Positive,,Fees,Low,76.24721696,176.4089899,995994,1.984538046,2023-09-04,Credit,2021-05-31 00:00:00,0.374785799,7.041618231,19.18749586,0.222037812,13535.63268
3956,53,F,West Ronaldfurt,Medium,"Buyer, retail",Master,Divorced,2,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,5,TRUE,TRUE,0.106610085,13,7,567,377.5970804,213759,2021-04-22,2021-09-13,3.152482722,4.539252091,4.592517478,9,93,2022-05-24,19,0.629256487,1.098146372,Negative,,App Issues,High,41.26142643,96.35655231,534417,13.49621128,2023-01-18,Debit,2021-04-22 00:00:00,0.598674261,2.974761297,1.599647678,0.821958409,34033.2313
3957,75,Other,Angelaborough,High,"Development worker, international aid",High School,Widowed,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,61,7,TRUE,TRUE,0.650633067,6,7,362,191.3289235,69142,2021-12-31,2023-04-11,2.014553258,2.196292513,1.745345085,9,3,2021-06-09,6,0.828277319,4.626922879,Positive,Investment Analytics,,Medium,45.87118428,251.5919178,786153,16.12959874,2023-01-17,Transfer,2021-12-31 00:00:00,0.551741054,8.119593735,2.341048365,0.616630757,80798.50363
3958,30,M,New Wesley,High,Physiological scientist,Bachelor,Married,6,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,FALSE,2,80,2,FALSE,FALSE,0.695428179,10,8,379,934.7670137,353986,2022-05-31,2021-01-29,2.552065676,1.790797977,3.855493057,4,-29,2021-08-08,16,0.974987882,3.130465098,Neutral,International Transfers,Transaction Delays,Low,28.29919398,358.5320942,711047,7.775552652,2023-03-05,Transfer,2022-05-31 00:00:00,0.908500296,9.127708922,17.71367474,0.31979798,46518.94527
3959,69,Other,Danielbury,Medium,Recycling officer,High School,Widowed,7,Branch,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,71,4,TRUE,TRUE,0.648802448,1,8,636,888.838691,564768,2021-05-25,2022-01-25,3.377606835,4.26157876,2.597066864,4,98,2021-01-01,0,0.830298994,3.789494018,Positive,,App Issues,High,58.49069137,87.03089181,658369,0.103124447,2023-11-11,Credit,2021-05-25 00:00:00,0.059770579,8.684314179,0.65396512,0.413638773,62000.52236
3960,75,M,West Jennifer,High,Radio broadcast assistant,Bachelor,Divorced,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,89,1,TRUE,TRUE,0.274716968,16,9,426,478.5324793,203628,2022-04-12,2021-01-15,4.034585123,1.420880107,4.269453583,5,90,2021-03-05,5,0.877030171,4.812535533,Positive,Budgeting Tools,App Issues,High,74.25650223,284.2517804,54290,4.080421796,2023-08-16,Transfer,2022-04-12 00:00:00,0.474142142,8.478396192,14.16238642,0.944327938,5670.268102
3961,49,Other,Craneton,Medium,Exercise physiologist,High School,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,7,FALSE,FALSE,0.919508719,14,7,485,39.82528231,18915,2022-06-14,2023-05-21,1.239055918,3.479386525,1.222105276,8,-22,2021-04-13,7,0.983055864,1.789354763,Positive,Budgeting Tools,,Medium,32.48817519,592.7083185,186431,7.22754333,2022-06-22,Debit,2022-06-14 00:00:00,0.49661768,5.924957451,9.475932809,0.578214273,4997.159852
3962,77,M,Wattsfort,Medium,Cartographer,Master,Married,7,Online,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,83,2,TRUE,TRUE,0.588506247,0,3,833,905.4912581,753865,2023-04-15,2023-12-31,2.975119957,4.63046498,4.316155635,4,-8,2021-01-23,3,0.837043027,3.525516754,Negative,Budgeting Tools,,Medium,86.83279635,478.2126246,8753,9.375632326,2023-08-20,Debit,2023-04-15 00:00:00,0.865152424,3.412658951,13.55842648,0.55894618,24983.94248
3963,75,M,West Valerie,Low,Town planner,Bachelor,Divorced,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,8,TRUE,FALSE,0.597248675,12,9,782,962.9953504,752284,2023-03-06,2022-12-08,1.284811303,1.720203121,2.177817895,9,86,2022-07-16,18,0.753084142,1.693313351,Neutral,Mobile Deposit,App Issues,High,2.337280386,729.015887,557255,12.48118412,2023-12-22,Debit,2023-03-06 00:00:00,0.717982852,7.091765165,3.855786088,0.251668931,87508.14117
3964,73,F,Brownton,High,Electrical engineer,Master,Divorced,2,Branch,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,50,1,TRUE,FALSE,0.815557315,5,6,266,79.28574999,21014,2023-07-13,2022-05-16,4.604084318,1.500676989,4.082793556,3,38,2021-01-01,4,0.765567725,2.036380091,Neutral,Mobile Deposit,,High,3.403837195,593.3637599,885904,21.52664872,2023-10-30,Debit,2023-07-13 00:00:00,0.840120029,0.672642098,14.9656803,0.372673959,617.9852076
3965,45,M,Joshuastad,High,Consulting civil engineer,Bachelor,Single,6,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,2,TRUE,FALSE,0.069244662,1,8,892,612.632851,545904,2023-04-09,2023-12-18,3.563450895,3.573163054,1.67284561,9,-28,2022-09-14,19,0.520842494,3.163878079,Positive,,Customer Service,Low,27.62123175,815.4184876,447867,23.4852046,2023-11-11,Transfer,2023-04-09 00:00:00,0.891194406,4.94035217,10.36821099,0.865835467,117.968378
3966,18,F,Mcleanville,High,Primary school teacher,PhD,Married,2,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,42,8,TRUE,FALSE,0.209607807,1,5,773,956.2687181,738988,2023-06-06,2021-03-28,2.920041849,3.456790774,1.195194823,1,61,2023-07-01,12,0.541413484,1.891519364,Neutral,International Transfers,Transaction Delays,Low,86.28933165,643.8309955,677386,10.50701799,2023-08-17,Transfer,2023-06-06 00:00:00,0.069126589,7.366834319,0.956766242,0.552042188,98788.36954
3967,59,Other,Taylorland,Low,Neurosurgeon,Bachelor,Divorced,4,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,47,5,FALSE,FALSE,0.589581459,19,5,918,699.5363994,641682,2022-10-10,2023-07-08,1.167515428,1.269108535,3.600168,8,60,2023-02-21,11,0.780115292,2.883327463,Neutral,International Transfers,App Issues,Medium,36.75564314,125.3274832,973406,27.60521948,2023-03-26,Credit,2022-10-10 00:00:00,0.901113207,5.453440583,7.99220062,0.703313531,3253.27217
3968,65,Other,Tiffanychester,Low,Air broker,Bachelor,Divorced,7,Branch,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,41,5,TRUE,TRUE,0.610432803,9,0,745,521.0381283,388145,2021-02-04,2021-12-12,3.112698315,2.444956638,2.776506807,7,5,2021-11-23,12,0.768314959,1.064037788,Positive,Investment Analytics,App Issues,Medium,8.444267635,707.0445516,558339,5.266649678,2022-04-09,Transfer,2021-02-04 00:00:00,0.25875408,2.208042886,11.70405498,0.384502889,35687.62193
3969,57,Other,Port Edward,Medium,Psychiatrist,Bachelor,Divorced,5,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,56,7,TRUE,TRUE,0.466765445,17,9,349,348.6340418,121452,2023-03-09,2023-12-09,3.516463575,4.707617172,4.387210635,10,56,2021-07-19,18,0.753835268,3.599972093,Neutral,International Transfers,Transaction Delays,Low,63.260386,332.5449158,30947,9.684002199,2023-08-21,Transfer,2023-03-09 00:00:00,0.422851578,2.01866921,14.72673447,0.891749954,9517.288973
3970,80,M,Audreyside,Medium,"Librarian, academic",PhD,Married,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,53,4,FALSE,TRUE,0.779938417,11,8,881,742.6391123,653702,2021-08-31,2022-04-06,2.683950403,1.919201834,4.651525907,8,-23,2021-04-20,1,0.569776382,4.063277962,Negative,Mobile Deposit,Transaction Delays,High,32.40357786,35.33005671,281305,4.249360319,2023-05-08,Credit,2021-08-31 00:00:00,0.869229326,0.319502514,11.7471374,0.367789127,53490.80556
3971,21,Other,South Johnshire,Medium,Technical author,Master,Single,3,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,96,9,FALSE,TRUE,0.34562345,18,1,243,987.7935667,239841,2021-01-13,2021-12-25,2.160016277,3.115024895,2.624541277,2,21,2023-01-24,12,0.96437554,1.932003306,Neutral,Mobile Deposit,Fees,High,14.42847801,17.33106987,587146,20.17345639,2021-07-28,Transfer,2021-01-13 00:00:00,0.056826835,9.057138271,17.06813143,0.263535455,80569.07585
3972,55,Other,Angelaport,Premium,Set designer,PhD,Widowed,5,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,3,TRUE,FALSE,0.011233902,12,2,480,642.8344903,308160,2021-05-10,2021-06-03,4.833185002,2.410088984,3.46714745,10,-49,2022-03-17,7,0.953871455,1.11284086,Positive,International Transfers,Fees,Low,59.35484183,231.1904056,427513,6.557918643,2023-09-16,Transfer,2021-05-10 00:00:00,0.13744147,2.654793453,11.64944993,0.68707091,69964.60528
3973,44,F,East Kelseyland,High,Social researcher,Bachelor,Single,3,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,50,8,TRUE,TRUE,0.339959279,7,4,507,509.70184,258063,2021-04-04,2023-01-22,1.826807279,4.617923936,2.118391906,7,88,2022-01-26,15,0.649042997,1.269763421,Positive,,App Issues,High,10.61649584,198.4210953,428054,20.42658733,2023-09-03,Credit,2021-04-04 00:00:00,0.303794926,3.223854814,1.309780337,0.799036996,25627.20692
3974,26,F,Susanstad,Medium,Wellsite geologist,High School,Married,7,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,8,3,TRUE,TRUE,0.965880454,15,4,351,176.1966331,61776,2021-05-29,2021-10-01,4.880913684,3.082677248,2.03669559,4,14,2023-05-17,13,0.700733434,3.52654349,Neutral,International Transfers,App Issues,Low,45.52253684,399.1207261,907628,1.23129034,2022-09-22,Transfer,2021-05-29 00:00:00,0.801844153,1.240467602,0.276762885,0.250144743,52234.36914
3975,33,Other,Burgessborough,Low,Public relations officer,PhD,Married,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,8,FALSE,FALSE,0.779035611,10,4,165,862.6183576,142230,2023-01-03,2023-11-19,1.051065618,2.801696604,4.436275859,1,-62,2023-02-03,0,0.692517287,4.999048346,Positive,,Customer Service,Medium,96.43857509,925.2293674,996087,6.218754523,2023-07-29,Credit,2023-01-03 00:00:00,0.421873415,3.576208042,14.35938366,0.4632281,87394.99297
3976,73,Other,West Taylor,Low,Sport and exercise psychologist,High School,Married,5,Referral,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,7,1,FALSE,FALSE,0.318251536,19,3,161,389.9627514,62629,2023-10-27,2022-12-25,3.078909519,4.566209483,1.581836649,3,8,2021-06-05,3,0.612122206,3.743485801,Negative,Budgeting Tools,,Low,54.73097258,578.6748287,655349,14.45850959,2023-12-08,Credit,2023-10-27 00:00:00,0.312422949,3.625716144,3.401294439,0.21942768,24327.07937
3977,48,M,Coxborough,High,Petroleum engineer,PhD,Widowed,5,Branch,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,62,7,TRUE,TRUE,0.222449379,3,4,222,771.6842823,171162,2021-08-06,2021-04-15,2.395568681,3.576785234,2.780425129,5,-38,2022-07-28,5,0.665316972,1.037147848,Neutral,,Customer Service,High,47.454824,20.10469981,468526,23.28797545,2021-09-20,Debit,2021-08-06 00:00:00,0.713155049,7.926121916,0.243355534,0.38202379,14665.86228
3978,31,M,Jonathantown,High,Management consultant,PhD,Married,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,55,1,FALSE,FALSE,0.810268019,16,2,103,354.3095519,36462,2022-08-17,2023-05-16,2.112175779,2.428603354,2.816242586,4,-10,2023-05-06,4,0.996955465,4.751195513,Negative,International Transfers,,Medium,4.274597097,879.4462331,522884,4.760258841,2022-12-27,Credit,2022-08-17 00:00:00,0.810472415,3.923829333,19.87751762,0.569136765,94967.16755
3979,42,Other,North Dawn,High,Fast food restaurant manager,Bachelor,Single,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,69,2,FALSE,FALSE,0.199897709,7,0,609,129.6352095,78561,2022-09-10,2023-10-12,2.410821789,4.972500218,3.337670023,8,-66,2021-02-15,15,0.785146517,4.431168226,Neutral,International Transfers,Customer Service,High,64.06372219,58.19404491,213983,6.410326799,2023-05-02,Credit,2022-09-10 00:00:00,0.471821317,8.685225575,6.782437381,0.85303122,49892.3853
3980,51,F,Fosterfort,Medium,"Engineer, maintenance (IT)",Master,Divorced,2,Online,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,8,1,TRUE,TRUE,0.58019827,0,6,10,672.0066614,6720,2021-06-27,2023-02-16,3.463040884,4.663237548,3.524784628,2,-83,2022-09-02,4,0.949393819,3.090867198,Neutral,International Transfers,,Medium,33.89573411,953.9279511,560472,18.28611476,2021-11-01,Credit,2021-06-27 00:00:00,0.036994526,5.602259735,2.211815507,0.383499056,40732.42251
3981,84,Other,Port Allisonhaven,Low,"Teacher, music",Master,Divorced,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,74,3,FALSE,TRUE,0.507960531,19,9,448,550.2265078,246400,2022-07-31,2021-12-16,2.646523066,2.058382517,2.730192312,8,-30,2021-03-13,8,0.866129241,4.241680938,Positive,International Transfers,App Issues,Low,71.56305425,915.4069967,93570,24.48932312,2023-02-22,Transfer,2022-07-31 00:00:00,0.812440233,9.501899933,15.26920234,0.4604217,17614.73076
3982,41,M,Allenchester,Premium,Insurance broker,Bachelor,Married,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,4,9,TRUE,TRUE,0.422669122,2,1,186,159.267935,29574,2023-06-16,2023-02-04,1.716669716,1.135516278,2.766881693,10,-82,2021-09-03,11,0.939016409,2.176546555,Positive,Mobile Deposit,Customer Service,Medium,95.94636212,445.1150194,609360,16.84436563,2023-06-17,Debit,2023-06-16 00:00:00,0.645102356,9.880015397,5.398304469,0.096445611,55823.9418
3983,43,F,New Morganmouth,Premium,"Engineer, electrical",PhD,Married,5,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,1,FALSE,FALSE,0.425961364,12,7,703,831.2082683,584193,2023-02-21,2021-08-20,3.504225384,1.483297581,3.48642049,10,69,2022-09-11,8,0.682868242,1.488396636,Positive,Budgeting Tools,Transaction Delays,Low,32.0817621,564.7575507,913343,18.46521708,2023-03-12,Transfer,2023-02-21 00:00:00,0.516865225,1.701975166,7.415156355,0.43735554,37638.89833
3984,37,F,Campbellmouth,Medium,Commercial art gallery manager,Master,Widowed,3,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,63,3,TRUE,TRUE,0.702360816,0,0,163,309.5281931,50367,2023-03-21,2022-11-24,4.795766813,1.618597505,3.809307485,5,91,2021-10-18,10,0.821009017,1.626985376,Positive,Mobile Deposit,Fees,Medium,74.5547527,402.1125429,356487,29.41356989,2023-09-11,Transfer,2023-03-21 00:00:00,0.500415369,2.195119157,8.386556503,0.723740394,51958.61328
3985,81,M,Lake Charlesland,Low,Toxicologist,Master,Divorced,4,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,51,2,FALSE,TRUE,0.102836994,1,5,891,448.4443739,399168,2021-03-05,2022-05-27,4.917635645,3.939633271,4.174056755,2,-9,2022-06-23,5,0.685905582,1.944439595,Neutral,Budgeting Tools,Transaction Delays,High,69.65457454,99.19387829,148692,23.81734332,2022-09-17,Debit,2021-03-05 00:00:00,0.259937621,8.324541436,19.59699975,0.557426199,71040.5797
3986,27,Other,New Erichaven,Medium,"Chemist, analytical",Master,Widowed,3,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,34,5,FALSE,TRUE,0.395225834,4,0,561,501.749011,281061,2023-08-29,2021-08-30,4.285923839,2.504353913,3.735678486,10,-94,2023-07-25,19,0.90871473,2.087023024,Negative,Budgeting Tools,Transaction Delays,High,73.71022228,24.32100077,582245,13.76687229,2023-09-15,Credit,2023-08-29 00:00:00,0.520412393,6.519043566,8.494676414,0.888448976,69411.06012
3987,84,Other,New Sandraborough,High,Museum/gallery exhibitions officer,Bachelor,Widowed,1,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,59,7,FALSE,TRUE,0.968381323,7,7,505,253.9122045,127765,2021-11-17,2022-08-18,1.721144697,2.356816422,1.030141579,8,29,2022-02-24,8,0.883012046,2.686433592,Negative,Investment Analytics,App Issues,Low,79.47244314,478.1938056,381093,2.598554783,2023-06-03,Debit,2021-11-17 00:00:00,0.721134157,6.155408868,19.77805707,0.578843498,85071.3251
3988,41,Other,Port Gabriellaview,High,Land/geomatics surveyor,High School,Widowed,1,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,88,6,FALSE,TRUE,0.77815944,16,1,156,507.0305161,79092,2023-12-29,2022-09-05,1.804269529,3.235157682,1.924750638,1,73,2021-09-04,7,0.890408688,3.759334331,Negative,Budgeting Tools,App Issues,Medium,18.0451274,926.8252765,885197,26.4673627,2023-12-31,Transfer,2023-12-29 00:00:00,0.071642643,9.79871432,1.055607132,0.548402849,86659.19483
3989,22,M,Hayesberg,High,Insurance broker,High School,Widowed,5,Online,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,99,5,TRUE,TRUE,0.021033069,1,7,55,77.09737989,4235,2022-03-27,2023-09-17,1.04354116,1.542129614,1.539938594,5,-69,2021-03-04,15,0.598080282,1.52727797,Negative,International Transfers,,Low,64.63934769,64.1590707,785972,24.30349844,2023-07-06,Debit,2022-03-27 00:00:00,0.15932016,8.254420214,4.180861933,0.654613252,78042.1268
3990,84,F,Charlesshire,Low,Emergency planning/management officer,High School,Single,6,Referral,Premium,FALSE,FALSE,TRUE,FALSE,FALSE,1,38,3,TRUE,TRUE,0.447056415,7,3,490,195.1216806,95550,2021-10-07,2022-08-25,4.204689751,2.103467302,4.246744902,1,49,2023-09-03,6,0.929043586,1.795919257,Positive,International Transfers,Fees,Low,57.08890063,734.3743428,202352,12.81846309,2022-05-12,Debit,2021-10-07 00:00:00,0.603291557,4.02540808,6.595926913,0.799762712,16254.14237
3991,75,M,Shawnchester,Low,Airline pilot,High School,Married,4,Referral,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,5,7,TRUE,TRUE,0.117194179,10,2,137,282.9435686,38634,2023-03-12,2022-06-27,1.678691582,2.939776547,2.923825843,1,-34,2021-12-24,17,0.998960285,1.455578308,Positive,,App Issues,Low,23.69308996,149.3841919,270329,24.03902452,2023-07-30,Transfer,2023-03-12 00:00:00,0.116448766,5.75681433,1.797637479,0.02981155,42877.9682
3992,44,Other,South Autumntown,Low,Science writer,High School,Married,5,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,87,9,FALSE,FALSE,0.484712268,18,1,971,365.7254328,354415,2022-08-28,2022-03-13,4.807255934,2.874058273,2.533397135,2,-28,2021-01-30,14,0.915153866,2.934897071,Positive,Mobile Deposit,Customer Service,Medium,31.5645789,731.8845948,11212,21.8276728,2023-01-20,Credit,2022-08-28 00:00:00,0.699208279,4.57211681,13.84248732,0.715966543,16271.18844
3993,32,M,Smithbury,Premium,Technical sales engineer,Master,Widowed,4,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,20,2,TRUE,FALSE,0.103583093,12,3,685,256.3597235,175360,2021-10-23,2021-01-05,2.806347651,3.446578209,3.999791356,8,-49,2021-08-19,1,0.741501445,3.854707652,Neutral,Mobile Deposit,Fees,Low,23.1470894,458.876828,810106,5.984961362,2023-11-19,Credit,2021-10-23 00:00:00,0.649858097,6.612040679,1.172764256,0.173166747,32550.27774
3994,52,F,Ronaldview,Medium,"Lecturer, higher education",Master,Widowed,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,35,6,FALSE,FALSE,0.389214437,6,9,411,476.0484312,195636,2022-09-03,2023-03-18,1.183232085,2.2396235,1.305911905,10,-86,2021-06-26,0,0.65271703,2.770756569,Neutral,Investment Analytics,Transaction Delays,Medium,54.72266517,447.4608884,678916,5.269852582,2023-09-11,Transfer,2022-09-03 00:00:00,0.401327391,4.157347348,4.408581066,0.063229882,3766.909471
3995,70,M,New Emily,High,"Education officer, environmental",PhD,Single,5,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,17,5,TRUE,FALSE,0.544995815,18,9,928,662.5881377,614336,2023-02-04,2022-03-22,3.573057644,2.529198173,3.814929723,4,97,2022-04-26,17,0.564953749,3.976593997,Negative,Budgeting Tools,Transaction Delays,High,8.413936143,807.5091275,580324,23.44828958,2023-12-13,Debit,2023-02-04 00:00:00,0.780081723,4.257359491,17.50192573,0.642816578,61557.5191
3996,61,Other,Amandaborough,Low,"Exhibitions officer, museum/gallery",Master,Widowed,7,Marketing,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,0,9,TRUE,FALSE,0.367308705,5,1,425,351.8057969,149175,2021-01-23,2022-09-17,1.441698555,1.253505866,3.089627324,5,75,2023-07-22,10,0.705674611,3.271461783,Positive,,App Issues,Low,12.43266107,184.2416127,437383,16.80737073,2023-04-26,Transfer,2021-01-23 00:00:00,0.303979432,7.069969774,6.156663356,0.751549199,2124.482063
3997,43,F,Patriciashire,Premium,Company secretary,Bachelor,Single,3,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,92,8,FALSE,TRUE,0.578575953,12,2,122,47.03583856,5734,2021-10-17,2023-11-22,3.627692531,3.596135929,2.690678846,1,67,2022-07-14,5,0.634947881,2.265429342,Negative,,Customer Service,Low,77.33760386,461.0830006,21514,13.38068424,2023-08-30,Debit,2021-10-17 00:00:00,0.954630741,0.446400994,9.769298507,0.577408009,59508.09272
3998,64,M,East Kendra,High,Dance movement psychotherapist,PhD,Single,2,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,9,TRUE,TRUE,0.985048183,16,1,661,637.4096545,421057,2021-09-10,2021-03-14,3.72845142,2.997257875,3.640494011,9,-41,2022-07-08,12,0.716035406,3.179790873,Positive,International Transfers,Transaction Delays,Medium,28.24341038,88.21764604,592967,11.10106285,2022-10-01,Debit,2021-09-10 00:00:00,0.017557488,3.090459274,5.17799983,0.505575048,60462.05614
3999,51,M,West Hunter,Medium,Armed forces technical officer,Master,Widowed,4,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,68,7,TRUE,TRUE,0.245786635,19,1,332,881.0079731,292492,2021-03-27,2023-08-07,1.19977619,1.167229632,1.084109742,5,-97,2021-02-16,11,0.526480924,4.325163943,Positive,Mobile Deposit,,Medium,97.66543119,690.6808111,94752,21.56612842,2022-09-06,Transfer,2021-03-27 00:00:00,0.10803824,3.564664611,0.779007589,0.293042831,79884.71053
4000,67,F,New Carolynton,High,"Designer, interior/spatial",PhD,Married,7,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,5,5,FALSE,FALSE,0.564507939,3,9,7,133.3046494,931,2021-01-11,2023-09-27,4.511391216,3.019012952,1.410617068,10,48,2023-09-10,16,0.646756364,1.691814401,Positive,International Transfers,Fees,Low,85.49943179,210.4843245,860678,12.10058841,2023-06-18,Credit,2021-01-11 00:00:00,0.589348693,6.703722604,3.038086783,0.164599967,17082.21854
4001,29,F,New Michael,Medium,Community arts worker,PhD,Single,1,Branch,Regular,FALSE,TRUE,FALSE,FALSE,FALSE,1,57,4,TRUE,FALSE,0.471324994,10,8,790,193.2484815,152470,2023-03-19,2021-04-28,2.546363291,2.04481186,2.591418469,2,-34,2021-05-10,8,0.98058361,3.253306151,Positive,Mobile Deposit,App Issues,Medium,88.71450966,604.1558714,593648,0.361613086,2023-10-25,Debit,2023-03-19 00:00:00,0.658478213,0.877565951,5.389498006,0.540576573,64152.77773
4002,21,Other,West Monicabury,Medium,Theatre director,High School,Married,5,Branch,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,44,8,TRUE,TRUE,0.809264374,16,0,608,39.316993,23712,2021-06-24,2022-12-30,2.28863773,1.586847752,1.372352709,10,87,2021-11-10,4,0.559714683,3.698416556,Neutral,International Transfers,Fees,Medium,13.32973563,434.9588743,310480,9.377283579,2022-09-27,Transfer,2021-06-24 00:00:00,0.992556605,2.494225408,11.64233003,0.759433868,17189.00771
4003,65,F,East Kevin,Medium,Broadcast presenter,PhD,Married,6,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,71,2,FALSE,FALSE,0.314882184,0,2,950,226.3186654,214700,2022-09-17,2021-01-13,3.624390921,1.020406906,2.931271377,7,94,2022-03-18,13,0.536897905,4.616039557,Negative,Mobile Deposit,Fees,High,52.77436289,898.429768,646073,27.15927826,2023-07-15,Transfer,2022-09-17 00:00:00,0.240838167,3.506103144,12.97414759,0.350398664,75695.85396
4004,72,Other,Ritterbury,Premium,Management consultant,Master,Single,7,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,88,1,TRUE,TRUE,0.63801444,10,0,579,302.7246023,174858,2022-03-07,2023-08-01,4.743095883,4.926058834,3.380743886,10,-62,2021-05-14,12,0.84466036,3.415461179,Neutral,International Transfers,Customer Service,Medium,1.233744585,514.7267524,208835,11.07088234,2023-09-09,Debit,2022-03-07 00:00:00,0.776802982,8.116654456,8.014673101,0.248949852,6104.373441
4005,18,M,Port Michael,Premium,Aeronautical engineer,High School,Divorced,3,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,82,3,FALSE,TRUE,0.692958478,18,2,76,461.40706,35036,2022-12-06,2022-11-04,4.881353005,4.791754985,3.578235128,6,-34,2023-03-26,19,0.9141153,1.170305768,Positive,Mobile Deposit,Customer Service,Low,43.78055956,811.6503848,50850,1.219071957,2023-10-14,Transfer,2022-12-06 00:00:00,0.227521766,3.651682244,18.55362171,0.522332531,78559.86358
4006,83,Other,South David,Medium,Magazine journalist,Master,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,47,7,FALSE,FALSE,0.975660038,12,0,186,702.6363889,130572,2022-03-10,2022-09-04,4.326603312,4.299572365,1.946934421,4,-75,2023-02-12,11,0.548379249,3.274876247,Neutral,Budgeting Tools,Customer Service,Medium,85.77258835,906.4600703,72846,21.89790126,2023-10-24,Credit,2022-03-10 00:00:00,0.953577622,8.459112947,3.728042059,0.067963468,66409.23018
4007,47,M,Johnsonborough,High,"Radiographer, diagnostic",High School,Divorced,4,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,1,TRUE,TRUE,0.151264731,13,8,461,438.563364,201918,2023-04-26,2022-12-26,4.07704774,1.864496808,4.056854003,8,15,2021-03-03,14,0.978497779,1.812974364,Positive,International Transfers,Customer Service,High,16.25109386,68.25850719,9815,8.270611893,2023-07-01,Credit,2023-04-26 00:00:00,0.437828599,8.170319322,16.03257301,0.905288275,54456.46951
4008,20,F,Williamsmouth,High,Multimedia specialist,Master,Single,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,5,TRUE,FALSE,0.998290746,15,4,342,371.2100534,126882,2023-11-16,2021-08-08,3.178796093,4.475346488,1.364579526,10,-32,2021-03-18,4,0.518392043,2.856793657,Negative,International Transfers,Fees,Medium,29.29753363,248.5760738,164410,1.760513913,2023-12-15,Credit,2023-11-16 00:00:00,0.051629281,6.772125829,17.24048799,0.63665516,21463.86697
4009,38,M,Gonzalezfurt,High,Glass blower/designer,High School,Single,7,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,5,FALSE,TRUE,0.721209668,13,3,960,686.913429,658560,2021-10-19,2021-01-11,3.158031046,4.588777171,4.714922187,10,-43,2023-10-16,8,0.937929633,3.267341122,Positive,International Transfers,App Issues,High,57.73469606,134.5925558,807243,23.96289921,2021-11-04,Transfer,2021-10-19 00:00:00,0.226638229,3.465892301,16.19533994,0.478579815,88422.63339
4010,66,F,North Tanyahaven,Medium,Heritage manager,High School,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,91,3,TRUE,TRUE,0.456338021,6,7,170,648.4910074,110160,2021-11-26,2022-12-18,3.44257984,1.326474878,1.54533997,9,-87,2023-06-05,14,0.915443809,3.634604354,Negative,International Transfers,,Medium,44.17291093,129.3872194,528934,0.190365348,2023-01-18,Transfer,2021-11-26 00:00:00,0.380331218,9.821487296,8.060136418,0.50907387,68049.5156
4011,79,M,East Katherineville,Medium,"Surveyor, quantity",Bachelor,Married,7,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,61,1,TRUE,FALSE,0.263563235,4,0,230,429.7237996,98670,2022-01-12,2022-01-17,4.932869854,3.085996442,2.736739059,7,-91,2023-08-12,14,0.834198907,1.292909913,Negative,Investment Analytics,Transaction Delays,Low,30.76209205,35.09961341,635118,4.794587321,2023-12-30,Credit,2022-01-12 00:00:00,0.331803576,1.851269913,2.660744185,0.57073898,19160.29392
4012,55,M,Yangstad,High,"Programmer, multimedia",Master,Widowed,5,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,30,5,FALSE,FALSE,0.628701952,8,8,309,345.252375,106605,2022-03-29,2023-04-04,1.134834165,1.427584572,1.154052038,6,36,2023-04-25,1,0.816848894,4.388088475,Negative,Investment Analytics,Transaction Delays,Medium,28.27277718,561.9098875,955136,5.941640958,2022-07-16,Debit,2022-03-29 00:00:00,0.417972259,2.412738232,2.721740434,0.977883127,21634.15788
4013,32,M,Robertborough,Low,Herpetologist,PhD,Married,6,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,64,8,TRUE,FALSE,0.141792992,10,1,28,386.0657355,10808,2022-06-02,2022-12-28,2.885211242,3.13243289,2.935869813,7,30,2021-12-25,13,0.891783722,4.775306491,Neutral,Budgeting Tools,App Issues,Low,37.29113403,297.1818238,553880,20.65984599,2023-09-13,Debit,2022-06-02 00:00:00,0.625762602,7.964438615,1.250164527,0.306315235,45472.6998
4014,69,M,Port Williamfort,Medium,Quantity surveyor,High School,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,9,FALSE,FALSE,0.946778015,17,7,570,410.7248352,233700,2022-02-02,2021-01-19,1.845217695,4.377273851,4.706242862,5,94,2021-01-28,1,0.53897687,3.794100268,Negative,International Transfers,Fees,High,70.63645798,424.9819002,580748,3.362027305,2023-11-21,Debit,2022-02-02 00:00:00,0.302536517,6.71419632,1.228343998,0.078604977,72406.66451
4015,63,Other,Williammouth,High,Actor,Master,Married,4,Branch,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,9,6,FALSE,TRUE,0.184425138,8,6,773,98.85778015,75754,2021-08-23,2021-07-27,3.427402625,3.506597119,1.857937348,3,1,2021-04-01,13,0.688546588,3.413561987,Negative,Mobile Deposit,App Issues,Medium,98.76856093,629.4724003,440765,21.1459942,2021-09-14,Debit,2021-08-23 00:00:00,0.050859092,6.919980259,10.26189927,0.900785854,63877.66538
4016,42,M,North Normanchester,Medium,Arts administrator,High School,Married,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,52,1,FALSE,TRUE,0.774303417,8,9,606,189.9705692,114534,2022-01-07,2023-06-02,3.335879064,1.251789145,4.62523874,7,75,2021-05-10,5,0.546048297,3.475066739,Positive,International Transfers,Customer Service,Medium,87.01684944,573.8907005,637833,9.511461294,2023-03-26,Credit,2022-01-07 00:00:00,0.457076354,0.590159099,0.918088467,0.948065768,65775.24553
4017,38,Other,Nixonville,Premium,Accommodation manager,Bachelor,Widowed,6,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,63,5,FALSE,TRUE,0.345146457,5,1,183,659.8865131,120597,2021-04-22,2023-10-05,4.741403735,1.039325921,3.016997176,4,-63,2022-07-30,14,0.577172784,3.791996565,Neutral,Budgeting Tools,Fees,Medium,94.5942717,450.3733553,880051,15.3819866,2022-12-11,Credit,2021-04-22 00:00:00,0.437869898,8.504126314,11.55439259,0.619710051,30001.79964
4018,22,F,Michaelport,Low,Counselling psychologist,Bachelor,Married,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,63,2,FALSE,FALSE,0.215845574,19,9,480,931.9923569,446880,2023-08-03,2022-02-09,2.39029274,1.377155124,1.431784577,8,-62,2022-07-31,18,0.914413182,4.52224656,Neutral,International Transfers,App Issues,High,58.08483835,595.6494982,798296,24.49069788,2023-08-16,Credit,2023-08-03 00:00:00,0.508066631,1.697966066,1.491797966,0.64658512,32584.99312
4019,64,F,South Sonyaport,Premium,Petroleum engineer,Bachelor,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,49,1,FALSE,TRUE,0.808665219,5,9,828,93.59633612,77004,2021-05-30,2021-06-23,4.110100306,4.634930206,4.086831126,5,68,2023-09-09,15,0.850925029,1.601950596,Positive,Mobile Deposit,,Low,59.84248785,174.9704438,78310,13.26332641,2021-08-25,Debit,2021-05-30 00:00:00,0.33315737,3.950667413,15.9489034,0.187396704,64963.35187
4020,35,Other,Lake Christopher,Medium,"Surveyor, mining",Bachelor,Divorced,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,85,3,TRUE,FALSE,0.887837212,3,5,45,129.7471884,5805,2022-08-19,2023-12-20,3.899543024,4.941011908,2.748849793,5,-58,2022-02-20,8,0.683489184,1.137374273,Neutral,International Transfers,,Medium,9.690564312,511.4630864,906849,4.610058838,2023-10-26,Credit,2022-08-19 00:00:00,0.008084156,9.258371064,1.769597292,0.006640913,42276.65917
4021,38,F,Liutown,Low,"Psychologist, forensic",PhD,Widowed,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,5,TRUE,TRUE,0.005621119,10,4,980,107.6333469,104860,2021-05-18,2023-11-20,2.758160943,2.933629752,2.917628107,5,8,2022-07-02,11,0.703071522,1.284797665,Negative,,Customer Service,Medium,65.64441361,962.6289624,381112,4.103339455,2022-02-09,Credit,2021-05-18 00:00:00,0.374014494,0.370505032,11.6634348,0.632079817,80817.60452
4022,40,F,Jessicamouth,Medium,Occupational hygienist,PhD,Married,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,76,9,FALSE,FALSE,0.974151497,1,6,889,262.7513261,232918,2022-05-29,2021-11-11,3.108094142,2.428324661,3.452042373,6,-34,2021-02-19,18,0.83883819,2.11256429,Positive,Mobile Deposit,Transaction Delays,High,62.69722992,945.8817428,39567,11.5367674,2023-08-22,Credit,2022-05-29 00:00:00,0.272781289,3.456163972,16.44346271,0.771238871,27837.55278
4023,81,M,East Melanieburgh,High,Information officer,High School,Divorced,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,13,7,TRUE,TRUE,0.421919179,11,1,916,794.6517031,727304,2021-07-21,2023-04-22,2.846186885,2.377272847,4.318433209,4,-95,2022-07-11,15,0.819397046,2.611163886,Positive,Investment Analytics,,High,3.456590451,798.8226588,611874,4.625036667,2021-10-13,Debit,2021-07-21 00:00:00,0.494804705,2.256812584,9.274432719,0.065768072,88950.61977
4024,84,M,East Aprilberg,High,Insurance broker,Master,Single,7,Branch,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,22,6,TRUE,TRUE,0.096076529,7,9,873,837.5377013,730701,2022-02-09,2021-09-11,4.740783463,2.69990955,2.639919074,2,-55,2022-01-21,11,0.743701622,2.862489434,Positive,Budgeting Tools,Customer Service,Low,61.30244998,614.8356762,229609,18.91846561,2022-05-02,Credit,2022-02-09 00:00:00,0.08552822,8.692323239,15.28776736,0.825168533,79705.48411
4025,57,M,Farmerton,Medium,Sport and exercise psychologist,Bachelor,Divorced,1,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,27,9,FALSE,TRUE,0.453245266,12,8,506,892.8871255,451352,2023-09-25,2023-09-26,1.448727815,2.581108381,4.007876225,6,-23,2022-04-26,18,0.874517132,1.899225404,Negative,Mobile Deposit,Fees,High,24.39191594,386.2264057,519176,17.88575599,2023-09-28,Debit,2023-09-25 00:00:00,0.717029529,5.399093478,10.95333602,0.478326646,70575.38771
4026,27,Other,Port Jodi,Low,"Presenter, broadcasting",Bachelor,Married,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,92,6,FALSE,FALSE,0.118568071,3,2,649,786.1686875,510114,2022-11-09,2021-01-15,3.366773849,4.06894508,1.643473117,1,-85,2023-07-07,7,0.604925077,1.301268815,Positive,Investment Analytics,Fees,High,77.49223898,143.6109852,285234,21.3456913,2023-12-02,Debit,2022-11-09 00:00:00,0.762261278,7.442091059,13.18925157,0.830357693,95875.29417
4027,69,Other,Nathanchester,High,Research scientist (maths),PhD,Divorced,4,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,57,4,FALSE,FALSE,0.258781481,8,0,263,464.2663118,122032,2023-01-02,2021-11-15,2.53447878,3.11299274,1.191874388,4,52,2021-01-04,11,0.65090839,1.995058286,Negative,Budgeting Tools,Fees,High,77.62867364,868.3170921,837436,18.12489324,2023-04-22,Credit,2023-01-02 00:00:00,0.684882594,9.198179771,8.715067868,0.106315984,99377.01837
4028,78,F,South Gerald,Medium,Oncologist,PhD,Single,2,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,39,7,TRUE,TRUE,0.557510622,15,7,135,572.7018192,77220,2021-09-20,2022-05-28,1.380176119,1.345592976,1.188927116,6,-57,2021-04-01,12,0.532410268,4.089441283,Negative,Investment Analytics,Fees,Medium,70.3911824,805.0133753,350427,10.76863964,2023-12-16,Credit,2021-09-20 00:00:00,0.779502452,9.2622983,0.515434031,0.633742937,29242.55714
4029,81,M,Lake Lisa,High,Human resources officer,Bachelor,Divorced,2,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,63,2,TRUE,TRUE,0.359197461,1,6,730,687.9825625,501510,2022-04-26,2022-04-09,1.976591874,1.351503642,1.167738947,1,21,2023-06-11,2,0.786828967,3.437296885,Positive,International Transfers,Transaction Delays,Medium,47.80927807,432.9499618,784094,17.90137136,2023-10-14,Transfer,2022-04-26 00:00:00,0.28858039,2.095187391,16.75219679,0.699222596,58795.557
4030,22,Other,West Natasha,Low,"Teacher, primary school",Master,Married,5,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,96,2,TRUE,TRUE,0.227844105,18,6,353,255.1852515,90015,2021-07-24,2023-08-22,3.45432641,1.444475568,3.104791185,6,27,2023-09-28,14,0.879710367,3.961863382,Neutral,Mobile Deposit,Fees,Low,89.86271522,589.620717,559104,25.94293367,2022-04-16,Transfer,2021-07-24 00:00:00,0.12265309,2.535893776,17.50467006,0.526021533,96621.74586
4031,70,Other,Port Franciscofort,High,Product/process development scientist,High School,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,1,6,FALSE,FALSE,0.196482498,4,3,50,549.6698633,27450,2022-08-07,2023-03-21,3.993974728,2.556715458,2.560901255,6,-74,2022-04-20,1,0.762687505,3.10722611,Positive,Mobile Deposit,Transaction Delays,Medium,74.73051544,550.8256254,5442,1.26377405,2023-11-08,Credit,2022-08-07 00:00:00,0.19907831,3.623180525,6.770820701,0.656100834,74692.90416
4032,72,M,West Richard,High,"Therapist, horticultural",High School,Widowed,7,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,42,5,TRUE,TRUE,0.636589272,19,9,735,519.5875894,381465,2021-05-23,2023-02-06,3.045819862,2.076787206,4.143390488,3,-47,2021-04-07,16,0.683637788,2.019414046,Positive,Budgeting Tools,Transaction Delays,High,45.33484048,117.6031641,947376,2.7551338,2021-09-05,Debit,2021-05-23 00:00:00,0.833102076,9.939575145,4.898108107,0.5846476,86878.98538
4033,54,Other,Reginaview,Premium,"Production assistant, television",High School,Single,4,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,96,6,FALSE,TRUE,0.909689116,13,2,620,769.0869969,476780,2022-02-01,2022-09-05,3.031059468,2.480777375,1.012405752,1,-45,2022-08-10,15,0.599809418,4.861271927,Neutral,,Customer Service,Low,90.97839034,740.7526741,487882,29.34726173,2023-01-11,Credit,2022-02-01 00:00:00,0.873787078,7.559561677,4.21581791,0.412257807,90898.68395
4034,73,M,Anthonytown,High,Insurance broker,High School,Divorced,4,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,87,2,FALSE,FALSE,0.056425095,10,8,526,241.8835376,126766,2022-10-13,2023-01-17,3.577696199,1.374671523,3.68535197,3,0,2023-01-16,14,0.780008985,4.392463613,Neutral,International Transfers,,Medium,49.60686228,345.3201756,460474,23.03704086,2023-05-01,Transfer,2022-10-13 00:00:00,0.033759907,5.62087366,16.76830111,0.781355826,92557.83622
4035,76,F,Anthonyfort,Medium,Chartered public finance accountant,Master,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,11,2,TRUE,TRUE,0.244225247,2,2,751,920.929878,690920,2023-09-23,2023-05-28,1.594792264,4.627260363,2.496592937,1,70,2021-07-01,11,0.568735179,4.643019224,Negative,Investment Analytics,Fees,Low,7.735447088,435.9779825,862336,2.166294615,2023-11-23,Transfer,2023-09-23 00:00:00,0.966258737,6.535616441,18.78388461,0.943941756,83105.45413
4036,76,F,Lake Monicachester,Low,Personnel officer,Master,Single,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,91,1,TRUE,FALSE,0.665409038,19,6,355,392.9963397,139160,2023-07-12,2022-01-09,1.716630899,4.312997403,2.882757757,8,86,2023-01-23,13,0.771230569,1.859362306,Neutral,Investment Analytics,App Issues,Low,40.76631619,577.3447339,646785,28.1965516,2023-10-11,Transfer,2023-07-12 00:00:00,0.692605508,0.520445045,10.28143331,0.738351347,18416.02838
4037,19,F,New Nicholashaven,High,"Engineer, drilling",Master,Single,7,Branch,New,FALSE,FALSE,FALSE,FALSE,TRUE,1,34,2,TRUE,FALSE,0.987348025,8,6,222,499.1534958,110778,2022-11-04,2022-07-06,4.837011719,3.237729139,1.539903049,7,16,2023-07-24,16,0.592700654,3.790017978,Neutral,Investment Analytics,Customer Service,Low,72.23789024,970.9947915,960833,28.26856326,2023-06-06,Debit,2022-11-04 00:00:00,0.988681879,4.598236435,0.296795551,0.21396321,77384.57798
4038,82,M,East Craig,Medium,Musician,PhD,Single,6,Referral,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,73,7,FALSE,TRUE,0.681349486,4,9,291,341.6945804,99231,2022-09-19,2021-08-11,4.850635717,3.284635845,4.063993144,3,-21,2023-08-26,8,0.547793925,3.191854105,Neutral,Budgeting Tools,Transaction Delays,Medium,14.14657769,614.9291041,123593,20.34450279,2023-04-28,Debit,2022-09-19 00:00:00,0.184137573,8.108821523,12.37196688,0.691590853,45942.26717
4039,77,Other,Phyllisland,High,"Loss adjuster, chartered",Bachelor,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,2,TRUE,TRUE,0.052623788,17,6,191,124.3866011,23684,2021-11-09,2023-06-18,4.104300011,3.016520829,4.479698725,8,-7,2021-12-02,4,0.982495924,1.858818589,Positive,Investment Analytics,App Issues,High,53.23620676,300.8853165,548550,27.57363017,2023-11-24,Credit,2021-11-09 00:00:00,0.820534212,0.821573474,4.745723456,0.648939165,82034.04793
4040,68,F,Mcneilville,High,Physiological scientist,Master,Widowed,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,68,3,FALSE,FALSE,0.178863388,8,0,531,185.8137322,98235,2023-01-17,2023-06-19,4.162032379,1.913045937,1.141156018,4,-29,2023-02-04,15,0.529704927,4.269897754,Negative,,Transaction Delays,Low,83.13337698,32.98976989,284504,10.2498786,2023-07-02,Debit,2023-01-17 00:00:00,0.74782206,5.964611361,8.599892509,0.04718801,64526.93472
4041,47,F,Marshallchester,Medium,Analytical chemist,High School,Widowed,7,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,62,6,TRUE,TRUE,0.347666643,8,9,841,990.3569082,832590,2022-10-10,2021-11-28,1.372568253,3.617444074,2.352149181,10,-7,2023-01-31,15,0.941145163,1.012634885,Neutral,Mobile Deposit,Fees,High,4.887844443,315.1095314,277552,12.11615179,2022-10-10,Debit,2022-10-10 00:00:00,0.979613966,9.086324412,14.38978274,0.791914439,44195.59647
4042,28,F,Taylortown,Medium,Furniture designer,Master,Single,7,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,40,6,TRUE,FALSE,0.157402774,1,1,315,356.3085466,112140,2023-05-28,2021-10-14,2.482642282,1.366839114,2.663931977,2,83,2021-10-26,8,0.978929947,1.685762751,Negative,,App Issues,High,32.22860917,578.1359935,355817,13.23462864,2023-11-11,Transfer,2023-05-28 00:00:00,0.116726396,1.499004622,0.858446547,0.586611441,68818.00295
4043,56,Other,Thomasview,Medium,Lawyer,Bachelor,Widowed,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,9,TRUE,FALSE,0.182276401,5,1,850,124.3709371,105400,2021-12-12,2022-12-26,2.817440915,3.337932327,4.424576727,6,-93,2022-10-19,4,0.846920322,1.665437718,Negative,,,Low,94.32105299,533.5671005,301977,27.4715675,2022-11-23,Transfer,2021-12-12 00:00:00,0.810900491,4.195034491,12.2979076,0.888292761,54318.60936
4044,80,Other,West Diana,Medium,Amenity horticulturist,PhD,Divorced,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,17,2,FALSE,TRUE,0.273654191,3,2,320,450.7863641,144000,2021-01-10,2023-06-08,1.573174629,2.760699116,4.180795827,9,78,2022-12-12,15,0.982783046,3.321494391,Negative,International Transfers,Customer Service,Low,99.97304813,801.1908593,616726,28.22676802,2021-06-15,Credit,2021-01-10 00:00:00,0.543767632,2.447725854,3.762375176,0.732556698,12745.27177
4045,81,M,Summerville,Low,Advice worker,High School,Divorced,3,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,69,7,TRUE,TRUE,0.372775983,0,3,705,145.8851828,102225,2022-10-04,2021-01-12,1.097439708,1.23118735,3.19455423,7,0,2023-04-14,8,0.879018916,3.045091418,Positive,International Transfers,App Issues,Low,61.78034838,16.54114267,355158,17.85847914,2023-07-08,Transfer,2022-10-04 00:00:00,0.499321857,4.226106122,9.470988667,0.174738756,79791.4864
4046,78,F,Vasquezshire,Medium,Optometrist,PhD,Single,6,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,10,1,TRUE,TRUE,0.391844465,12,0,512,618.7467341,316416,2022-05-20,2023-01-06,1.88569472,2.730022715,1.720196644,5,-72,2021-12-23,7,0.58990225,4.717506515,Positive,Mobile Deposit,Transaction Delays,High,50.2260528,928.5989843,24317,27.16515792,2023-10-19,Credit,2022-05-20 00:00:00,0.098929516,7.230581111,8.357550854,0.867008219,63523.19994
4047,71,Other,East Jeffrey,Medium,Financial risk analyst,Master,Divorced,7,Branch,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,64,6,FALSE,FALSE,0.49937713,4,4,17,33.87961849,561,2022-03-30,2022-02-11,4.866113032,3.365348405,3.216180299,3,41,2023-04-03,15,0.778956355,4.314871526,Negative,Mobile Deposit,Customer Service,Low,46.38744913,830.2411991,944239,25.68802717,2023-06-05,Debit,2022-03-30 00:00:00,0.429833523,8.174273462,6.422226157,0.502156242,46823.29994
4048,75,M,Port Sheri,Medium,Manufacturing engineer,High School,Single,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,9,TRUE,TRUE,0.928235821,13,0,214,564.9023652,120696,2023-06-13,2021-08-15,4.706923218,1.318384987,2.763466119,5,-1,2023-02-02,19,0.859260564,2.320174117,Positive,International Transfers,Fees,Low,68.73134914,232.4791496,912244,12.7264916,2023-06-18,Credit,2023-06-13 00:00:00,0.518833194,3.496087249,2.335168584,0.191435044,23621.1987
4049,73,F,Lake Christopher,Low,International aid/development worker,High School,Divorced,4,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,3,8,FALSE,FALSE,0.993349233,13,6,268,689.8837794,184652,2022-07-21,2022-01-24,1.932099833,2.193663702,4.612555372,7,39,2023-08-16,4,0.796548083,3.114100672,Negative,,,High,70.60327738,112.4281452,544183,21.08443197,2022-10-27,Transfer,2022-07-21 00:00:00,0.380723132,2.464089028,9.465759082,0.322265122,55545.70799
4050,51,Other,Lake Richardville,Low,English as a second language teacher,Master,Single,6,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,6,6,TRUE,FALSE,0.019714336,18,6,311,89.91096612,27679,2023-01-07,2022-08-07,4.759676074,1.809884094,2.071441497,3,-88,2022-12-13,17,0.710499001,2.240420881,Neutral,Mobile Deposit,Fees,Medium,15.78422695,725.7173459,563269,5.531118654,2023-07-22,Transfer,2023-01-07 00:00:00,0.389241042,0.733237809,11.89595039,0.168441044,66516.01492
4051,48,Other,East John,Low,"Psychotherapist, dance movement",Master,Single,2,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,40,6,FALSE,FALSE,0.493768477,0,1,914,156.4418055,142584,2021-10-03,2021-03-24,2.361667521,1.095122078,4.181474634,2,39,2022-08-22,12,0.665127272,1.803540725,Neutral,Investment Analytics,App Issues,Medium,11.28450927,549.2465011,573329,4.463921935,2023-02-18,Transfer,2021-10-03 00:00:00,0.268824279,7.899712855,11.6937534,0.632472582,81999.47825
4052,69,M,Markmouth,High,"Engineer, civil (contracting)",Bachelor,Widowed,6,Referral,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,48,6,TRUE,FALSE,0.752080654,17,3,962,776.8643263,746512,2022-11-11,2021-10-01,4.028148823,1.327005608,3.260998499,6,-91,2021-10-30,1,0.955103972,3.443278321,Neutral,Mobile Deposit,Transaction Delays,Medium,10.66564176,773.7413278,548467,20.36555389,2023-10-16,Credit,2022-11-11 00:00:00,0.911858323,1.852463216,15.19859397,0.665296466,58485.04141
4053,18,F,Kathleenberg,Medium,Applications developer,Master,Widowed,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,8,TRUE,TRUE,0.073294846,6,8,408,426.7387588,173808,2023-09-10,2023-03-20,2.51036426,1.756305803,1.133144929,8,71,2023-10-10,2,0.923813724,4.301472504,Positive,Investment Analytics,Fees,Medium,10.66977702,200.9197922,294606,13.08480403,2023-10-17,Debit,2023-09-10 00:00:00,0.304903774,9.725069013,6.371799666,0.768839677,14061.53686
4054,72,F,Robertberg,Medium,Theatre stage manager,Master,Single,3,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,74,2,TRUE,FALSE,0.941188389,16,0,231,101.3062687,23331,2023-08-06,2023-05-13,1.190060186,3.399606385,2.000679929,7,86,2023-04-16,2,0.927673435,1.119989241,Negative,Budgeting Tools,,Low,64.93962209,596.0096331,585489,20.8858609,2023-10-11,Credit,2023-08-06 00:00:00,0.22636135,8.281087554,19.77005079,0.279097185,99396.43223
4055,39,Other,Lake Rebeccafurt,High,Nature conservation officer,Master,Widowed,5,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,54,9,TRUE,FALSE,0.937711197,2,9,132,863.7648336,113916,2023-07-02,2022-11-10,4.861688044,4.7729109,1.522450459,4,35,2023-01-08,14,0.691595923,1.19688416,Positive,Investment Analytics,Fees,High,92.76118787,909.1006546,565495,23.82653674,2023-11-23,Transfer,2023-07-02 00:00:00,0.966783495,4.618538859,7.629184882,0.117575207,44756.07051
4056,57,F,Port Jamesburgh,Premium,Glass blower/designer,High School,Widowed,5,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,8,TRUE,FALSE,0.208392893,0,5,87,739.5625984,64293,2023-01-05,2021-03-06,2.085168536,3.627581911,2.873432465,4,51,2023-06-04,1,0.715476077,1.149101229,Negative,,App Issues,Low,94.58232676,980.7251842,5447,12.58123677,2023-12-20,Transfer,2023-01-05 00:00:00,0.008346113,5.230079258,0.264907783,0.098521089,42753.99437
4057,18,M,East Cynthiabury,Low,Systems analyst,Bachelor,Married,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,11,2,FALSE,TRUE,0.78574535,0,9,509,195.1986372,99255,2022-09-18,2021-11-25,1.213400639,4.921768962,4.169203198,4,64,2021-06-27,5,0.987614214,3.80659205,Negative,Mobile Deposit,Customer Service,High,57.97612424,753.1629612,784204,28.54271056,2022-12-19,Transfer,2022-09-18 00:00:00,0.783857564,9.863519256,4.280420327,0.967025894,83776.2956
4058,82,Other,South Marcus,Medium,Physiological scientist,High School,Divorced,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,46,8,FALSE,FALSE,0.581465871,11,0,516,353.7528088,182148,2023-09-25,2022-02-12,4.973839213,4.871132282,3.347623396,5,70,2022-06-03,3,0.935040207,2.39383465,Positive,International Transfers,App Issues,Medium,77.24398858,991.1253987,53198,27.44963839,2023-10-21,Debit,2023-09-25 00:00:00,0.224671651,2.310980912,9.235403747,0.318142958,23357.90236
4059,80,Other,Webbstad,Medium,Warehouse manager,Master,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,1,FALSE,TRUE,0.033900022,12,5,789,572.276595,451308,2021-08-11,2023-09-09,3.561916285,3.082327533,2.306935824,7,11,2021-10-09,5,0.833320179,3.835961106,Neutral,,Fees,High,19.9581676,960.6501447,553163,2.91626067,2022-05-28,Debit,2021-08-11 00:00:00,0.230271895,6.370987152,10.45543895,0.283202466,48846.89412
4060,71,M,Lake Molly,Medium,Electronics engineer,Bachelor,Single,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,7,6,FALSE,TRUE,0.297302321,3,0,27,31.37355534,837,2021-12-26,2022-06-29,2.782590257,1.88768108,3.907158923,10,-12,2022-11-13,16,0.654610265,1.89111614,Positive,,Transaction Delays,Medium,86.35270338,965.6855161,844849,4.059995542,2023-12-06,Debit,2021-12-26 00:00:00,0.771272347,8.557746093,10.87813898,0.484127807,6948.308059
4061,59,Other,Hayesborough,Premium,"Psychologist, forensic",Master,Married,6,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,22,6,TRUE,FALSE,0.263375878,14,2,523,494.9311917,258362,2021-06-17,2021-09-01,4.298723632,4.65230261,3.480389149,9,-93,2023-01-05,17,0.682066076,1.041848748,Positive,International Transfers,App Issues,High,15.69605549,418.8506893,882901,3.958912547,2022-01-15,Credit,2021-06-17 00:00:00,0.339779493,5.782470048,17.49858883,0.955577381,95281.62504
4062,38,F,Howellside,High,Prison officer,High School,Married,1,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,25,9,TRUE,FALSE,0.879718209,16,3,190,347.1902321,65930,2022-07-29,2023-05-13,3.878314901,3.14144122,1.27810318,8,91,2023-08-14,17,0.853574979,3.659492048,Positive,Mobile Deposit,Fees,Low,9.701642136,133.9545677,688591,15.8477762,2023-08-09,Transfer,2022-07-29 00:00:00,0.793638566,4.734129508,6.520706935,0.937981778,88463.1603
4063,39,F,Wilsonview,High,Careers information officer,High School,Widowed,5,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,33,9,TRUE,TRUE,0.897500793,5,9,320,926.5819011,296320,2021-10-14,2023-09-29,2.708982655,1.607435736,1.432212546,1,-34,2023-07-13,9,0.52148387,1.778305785,Neutral,Mobile Deposit,Fees,Low,32.46236379,144.2618416,435635,14.09330099,2023-07-01,Transfer,2021-10-14 00:00:00,0.549596017,6.726403914,15.19864365,0.730437788,60354.45822
4064,55,Other,Matthewburgh,Medium,Clinical molecular geneticist,Master,Single,7,Branch,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,31,5,TRUE,FALSE,0.03446697,12,4,600,233.6171573,139800,2022-02-07,2023-10-12,1.593072018,2.514269494,1.405140573,8,100,2021-12-03,13,0.960542201,3.22527363,Positive,Budgeting Tools,Transaction Delays,High,61.33219473,95.64751503,541386,26.5100632,2023-11-24,Credit,2022-02-07 00:00:00,0.778554849,9.6386124,12.01084014,0.356556921,48716.2679
4065,25,M,Matthewfort,High,Systems developer,Bachelor,Single,7,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,5,1,FALSE,FALSE,0.741411706,6,6,667,404.5322389,269468,2022-06-24,2021-09-18,3.651741731,2.33532532,2.275593173,1,67,2021-03-29,10,0.657591732,2.735225589,Neutral,International Transfers,Fees,Medium,1.908792706,10.29154421,865257,11.06668851,2023-09-12,Transfer,2022-06-24 00:00:00,0.072992675,3.856474959,6.352897745,0.237432188,58108.98662
4066,79,M,Alvaradomouth,Low,Materials engineer,High School,Single,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,64,1,FALSE,TRUE,0.119853282,4,1,123,170.6566668,20910,2021-06-06,2022-10-28,4.552257229,2.440722295,3.315905639,5,-27,2022-12-05,4,0.658435658,4.562244162,Neutral,,App Issues,Medium,88.55262939,401.7920389,27217,13.68264731,2023-01-16,Debit,2021-06-06 00:00:00,0.726535935,9.60742118,14.50154419,0.050519538,80433.00683
4067,64,F,Bryanstad,Medium,"Copywriter, advertising",Master,Single,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,7,FALSE,TRUE,0.790923836,10,5,448,137.0555046,61376,2021-06-04,2023-03-30,3.063779446,1.397194918,4.724683449,9,-55,2023-11-04,11,0.500584825,1.151106549,Neutral,Budgeting Tools,Customer Service,High,18.08247648,971.574027,404513,26.39269402,2022-11-15,Transfer,2021-06-04 00:00:00,0.593868022,8.366836004,5.578079741,0.240896673,64215.50284
4068,34,M,Mayside,Medium,"Teacher, adult education",PhD,Single,3,Referral,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,49,4,TRUE,TRUE,0.845610492,4,3,548,287.0021535,157276,2021-02-08,2023-10-25,3.235899452,2.846033725,3.673681976,4,-9,2021-10-25,13,0.830186993,2.785801575,Neutral,Mobile Deposit,App Issues,High,48.13280309,86.7828428,168266,16.56628359,2022-12-11,Transfer,2021-02-08 00:00:00,0.837446589,4.637065714,8.176612495,0.053784561,9811.270288
4069,34,Other,North Jeremy,Medium,Museum/gallery conservator,Master,Divorced,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,9,TRUE,TRUE,0.059249795,0,5,603,818.1069188,493254,2023-11-05,2023-03-08,4.38168099,3.104178128,3.834371756,6,45,2022-12-01,5,0.75973465,4.351361917,Neutral,,Transaction Delays,Low,33.97154614,537.8463976,367930,18.02003054,2023-11-06,Debit,2023-11-05 00:00:00,0.185775527,5.893969655,7.467955685,0.662211706,38715.29483
4070,30,Other,Greerville,Medium,Environmental health practitioner,Master,Single,2,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,88,3,FALSE,FALSE,0.326260389,12,6,759,383.8765661,290697,2021-03-05,2021-09-27,4.780262304,4.505822998,1.387730632,1,-29,2021-11-23,10,0.741343637,3.721179864,Neutral,Investment Analytics,,Medium,44.99380571,826.7662477,303322,3.527658541,2022-09-25,Credit,2021-03-05 00:00:00,0.552900087,2.69938903,0.415862272,0.424162122,93924.85709
4071,34,F,Davidstad,High,IT sales professional,Bachelor,Single,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,7,6,FALSE,TRUE,0.379694362,11,6,476,194.6366087,92344,2023-04-10,2021-08-13,3.169001139,1.257045353,1.421432681,1,35,2021-10-13,7,0.711518673,4.514256809,Positive,Investment Analytics,App Issues,Low,53.32848525,959.0783699,356710,0.942142832,2023-09-22,Debit,2023-04-10 00:00:00,0.633347272,5.050219112,1.470100482,0.788494512,94676.38528
4072,55,F,Shaunside,Low,"Engineer, land",Master,Divorced,3,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,39,9,TRUE,TRUE,0.955148624,13,4,62,26.74657654,1612,2022-03-12,2021-08-09,1.181746515,4.243068193,1.553149593,6,86,2022-02-26,3,0.647966167,4.965065777,Neutral,International Transfers,Fees,High,32.98020775,657.8790375,462430,23.66362897,2022-03-29,Transfer,2022-03-12 00:00:00,0.034173157,8.467310149,1.983721769,0.439321728,31804.27343
4073,62,F,Port Teresaburgh,Low,Artist,PhD,Widowed,2,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,45,4,TRUE,FALSE,0.370918904,0,6,431,552.7560451,237912,2021-03-17,2021-02-13,1.609503068,3.513497817,3.330726923,7,-65,2023-03-23,4,0.711642506,3.227420458,Neutral,International Transfers,Customer Service,Medium,79.06871422,901.551045,876989,8.682589252,2023-01-07,Credit,2021-03-17 00:00:00,0.689770608,4.524725096,15.48178555,0.401977384,60100.05164
4074,23,M,Wilkinshaven,Medium,Metallurgist,Master,Married,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,5,FALSE,TRUE,0.255996886,12,2,226,500.0962143,113000,2022-06-18,2021-09-16,4.798397252,4.866509915,3.972956085,7,-5,2021-06-17,17,0.502474736,2.381570845,Positive,,App Issues,Low,54.91547736,474.0692126,55023,15.04385453,2023-05-27,Debit,2022-06-18 00:00:00,0.595324215,8.05641086,7.727006544,0.849394742,30017.60182
4075,52,Other,East Mary,Medium,"Therapist, horticultural",PhD,Divorced,5,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,77,5,FALSE,FALSE,0.619697559,17,9,896,218.5143814,195328,2023-08-25,2021-11-15,4.331892251,4.313471832,4.165359416,8,-80,2023-05-09,7,0.649595997,1.323530635,Negative,Mobile Deposit,,Low,92.39086406,259.6484758,905895,25.40828633,2023-12-07,Credit,2023-08-25 00:00:00,0.482992519,1.721991315,12.57129363,0.584391908,39070.29176
4076,31,Other,Port Alvin,High,"Psychologist, prison and probation services",High School,Married,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,32,5,TRUE,TRUE,0.158893389,16,4,322,369.6453403,118818,2021-11-01,2022-12-06,3.538828547,2.80358615,1.842044569,1,-98,2021-08-18,5,0.962827266,3.512857607,Neutral,International Transfers,,Low,12.80213674,88.05547311,734923,12.1613363,2022-12-24,Credit,2021-11-01 00:00:00,0.089559377,1.409257135,18.04715488,0.944214974,73674.01719
4077,78,Other,Aliciaberg,High,Actuary,Master,Married,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,2,FALSE,TRUE,0.625085386,7,4,297,295.5058106,87615,2023-01-20,2023-10-22,2.875589075,4.117159678,3.890098195,4,-13,2023-10-24,10,0.911369047,4.107975689,Negative,Mobile Deposit,,Low,33.08647099,353.8056724,698218,27.9513657,2023-11-11,Credit,2023-01-20 00:00:00,0.752852618,0.155039229,10.46815042,0.308134482,9147.296383
4078,32,F,Port Amandaside,High,Editorial assistant,Bachelor,Divorced,3,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,2,2,TRUE,FALSE,0.458574551,7,1,218,714.6126272,155652,2023-03-15,2021-01-28,2.643423311,4.690793981,2.291864734,2,-85,2021-03-27,11,0.81545819,2.997583833,Neutral,Investment Analytics,App Issues,Medium,59.53815387,591.2092255,514300,20.26972898,2023-07-10,Transfer,2023-03-15 00:00:00,0.711027221,0.384732025,17.00715656,0.640175365,92050.84959
4079,71,Other,Lake Stacey,Medium,Mental health nurse,Master,Single,4,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,78,1,FALSE,FALSE,0.731438904,7,3,429,373.9719162,160017,2022-04-03,2022-04-30,1.176456707,2.983877444,3.230900252,3,-46,2023-12-01,17,0.914155582,1.820222355,Positive,Investment Analytics,App Issues,Medium,71.36182521,982.4079102,367371,1.800299152,2023-08-12,Transfer,2022-04-03 00:00:00,0.516744284,2.343830656,18.92287955,0.889739038,2482.417559
4080,44,M,West Erik,High,Maintenance engineer,PhD,Married,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,26,1,FALSE,TRUE,0.578820331,16,1,79,475.007463,37525,2022-08-19,2021-04-17,4.47591824,2.064936266,3.041032621,1,49,2021-08-01,2,0.771136731,4.619279316,Positive,Mobile Deposit,Transaction Delays,High,70.8444566,215.9921047,669284,3.672459035,2023-02-10,Credit,2022-08-19 00:00:00,0.200149672,9.341819328,3.903420636,0.57386537,51542.00723
4081,30,M,Lake Cynthia,High,Clinical molecular geneticist,PhD,Single,1,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,82,4,TRUE,TRUE,0.176582473,19,8,765,989.4832608,756585,2021-10-02,2022-12-02,2.494749598,2.618621367,1.292072906,10,-79,2021-01-09,12,0.547630545,4.583460733,Negative,,,High,55.27477598,554.5153267,755421,24.40126175,2022-08-16,Credit,2021-10-02 00:00:00,0.402515652,9.865803901,16.25938916,0.260924011,77485.40653
4082,48,Other,Port Sarah,Medium,"Designer, television/film set",Bachelor,Widowed,1,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,64,3,FALSE,TRUE,0.937376821,11,8,536,896.345032,480256,2023-08-10,2023-05-30,3.075699181,2.691452496,4.363734916,6,12,2022-06-06,0,0.730622984,2.532549247,Neutral,Mobile Deposit,App Issues,High,49.41584496,546.5297919,937164,29.7352185,2023-08-21,Credit,2023-08-10 00:00:00,0.544901315,0.686259845,14.68962004,0.387231719,25931.11596
4083,52,F,New Sheri,Medium,Seismic interpreter,PhD,Divorced,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,56,4,FALSE,TRUE,0.448780951,10,0,403,661.506105,266383,2023-10-24,2021-01-17,3.152238957,3.406265203,3.938099423,7,-24,2021-12-04,2,0.961887774,3.629335583,Positive,Budgeting Tools,,Low,37.7589575,150.2490042,94815,5.042525136,2023-11-10,Transfer,2023-10-24 00:00:00,0.479905221,6.382717782,18.40984531,0.617183198,71870.80336
4084,77,Other,Garrisonview,High,"Designer, multimedia",Master,Married,2,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,34,6,TRUE,TRUE,0.744561909,16,1,711,487.8066529,346257,2023-11-12,2023-06-09,4.354613748,2.704959156,3.70757761,4,39,2022-04-10,6,0.532423177,4.078833327,Positive,Investment Analytics,App Issues,High,92.05951799,36.18905503,768723,16.6849034,2023-12-27,Credit,2023-11-12 00:00:00,0.330398106,4.392159636,12.60910508,0.242923334,10899.18358
4085,23,M,South Kennethhaven,Low,"Psychologist, counselling",PhD,Single,2,Online,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,51,1,TRUE,FALSE,0.531941607,19,7,849,358.6297412,303942,2021-07-05,2023-09-11,1.788236644,3.400692124,2.360357571,9,87,2022-11-17,16,0.868252745,1.407195005,Positive,,Transaction Delays,Low,70.9183156,962.3237513,745042,12.83035573,2023-08-11,Credit,2021-07-05 00:00:00,0.268090257,7.309985176,14.68715853,0.493168421,75491.54675
4086,75,M,Englishmouth,Medium,Patent attorney,Master,Married,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,96,8,FALSE,TRUE,0.865271476,6,2,496,943.7333664,467728,2023-03-24,2022-08-16,2.900051438,1.13262543,4.967419109,4,99,2023-09-29,17,0.849935546,4.37991,Negative,Budgeting Tools,App Issues,Medium,59.88200749,961.9490303,636587,10.75473119,2023-08-06,Credit,2023-03-24 00:00:00,0.23595266,0.056404403,6.608187182,0.710744531,30407.66845
4087,66,M,Derekport,Low,"Engineer, maintenance",Master,Widowed,6,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,50,8,TRUE,FALSE,0.337025356,9,2,68,913.4711498,62084,2023-01-16,2022-08-01,4.824099032,2.506598581,1.25130427,10,-92,2021-08-28,15,0.661712971,3.930490733,Positive,Investment Analytics,Transaction Delays,Medium,91.49125637,378.760109,790469,22.04132662,2023-04-17,Transfer,2023-01-16 00:00:00,0.323869887,9.706081678,3.932558128,0.425366554,83530.48505
4088,40,Other,North Johnside,Low,Physiological scientist,PhD,Widowed,1,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,16,7,FALSE,TRUE,0.63886371,16,9,484,173.4026374,83732,2023-10-26,2023-09-23,3.839642605,3.672972164,2.209568853,5,-17,2022-10-29,6,0.93334591,3.086627138,Negative,Investment Analytics,App Issues,Medium,75.56588463,211.3487862,307623,0.53286337,2023-12-20,Credit,2023-10-26 00:00:00,0.412029485,5.599303459,8.731802472,0.49795756,63257.361
4089,51,M,Jasonland,Low,Hydrographic surveyor,Bachelor,Married,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,4,FALSE,FALSE,0.07938625,17,5,296,259.6043262,76664,2021-01-22,2021-06-19,2.595395645,1.445326497,1.526573784,1,95,2023-02-04,15,0.830941358,4.680482564,Positive,Investment Analytics,Transaction Delays,High,82.84036703,806.7033464,686175,20.4656624,2021-06-18,Credit,2021-01-22 00:00:00,0.666029919,9.698038727,14.61652367,0.537307684,7437.715247
4090,43,F,Port Robertberg,Medium,Farm manager,High School,Divorced,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,51,8,TRUE,TRUE,0.077739931,16,4,94,396.5927938,37224,2022-05-05,2023-05-29,3.528738023,1.859695661,1.942077401,5,-77,2023-03-20,7,0.609121291,4.140910977,Positive,Mobile Deposit,Customer Service,Medium,93.8793485,162.3207918,69454,3.704915091,2023-08-30,Transfer,2022-05-05 00:00:00,0.014789896,8.526491976,11.54306157,0.968821095,33654.98922
4091,64,Other,Carsonbury,High,Careers information officer,Bachelor,Widowed,7,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,47,9,FALSE,FALSE,0.843537756,19,3,192,462.7372792,88704,2021-12-06,2022-05-23,3.35212869,3.92373634,2.785031398,3,27,2023-12-08,11,0.820068519,2.970360162,Neutral,Investment Analytics,Transaction Delays,Medium,59.40695209,853.8504974,559156,11.86889459,2023-11-25,Transfer,2021-12-06 00:00:00,0.793437221,1.879928776,4.852490729,0.678569254,53052.86313
4092,22,Other,Hartmanchester,Medium,Interior and spatial designer,High School,Single,7,Referral,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,57,5,FALSE,TRUE,0.818377127,10,6,692,546.7855664,377832,2023-11-19,2021-11-09,3.180623584,3.644507284,3.451437718,3,-53,2023-03-16,12,0.91387574,4.509920976,Positive,International Transfers,App Issues,Medium,13.59813799,444.2947749,196703,11.50023222,2023-12-23,Transfer,2023-11-19 00:00:00,0.09607993,5.893819436,6.408357647,0.707729294,60928.27175
4093,37,M,Vargasbury,High,Visual merchandiser,Bachelor,Widowed,2,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,75,6,TRUE,TRUE,0.359293391,8,0,683,48.25368936,32784,2021-10-15,2023-11-14,3.138337314,2.38295831,1.392030281,7,72,2022-03-25,4,0.938600382,4.505927793,Positive,Investment Analytics,,Medium,73.29621365,114.6009523,258465,9.581914409,2023-06-08,Debit,2021-10-15 00:00:00,0.168877953,2.778810027,16.94058753,0.444383484,46255.96295
4094,23,M,Chadview,Medium,Horticultural consultant,Master,Single,1,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,8,FALSE,FALSE,0.67601374,7,0,361,77.42660779,27797,2023-07-03,2022-01-18,3.872613273,4.969515442,3.323985687,3,-95,2022-12-21,12,0.974765316,3.480889582,Negative,International Transfers,Customer Service,Low,97.97513218,973.8266688,570177,28.56605034,2023-08-14,Credit,2023-07-03 00:00:00,0.597720002,3.952137325,16.00467311,0.123779876,68853.884
4095,76,F,South David,Premium,"Scientist, water quality",Master,Married,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,26,5,TRUE,FALSE,0.828984864,10,0,190,474.7593924,90060,2021-11-23,2022-05-26,4.527748781,2.243158551,4.113812211,4,19,2023-04-16,5,0.52421475,4.544821014,Neutral,Mobile Deposit,Customer Service,Medium,60.21529506,58.0017459,498678,19.54637793,2022-10-28,Transfer,2021-11-23 00:00:00,0.041581368,7.401300091,13.1127858,0.507755314,29167.32441
4096,81,Other,East Scott,Premium,Web designer,PhD,Single,1,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,23,4,FALSE,TRUE,0.143854199,3,7,439,919.0136429,403441,2022-01-02,2022-07-30,2.643967604,1.988732615,4.679134552,4,91,2021-08-06,1,0.57899547,3.921684744,Neutral,,Transaction Delays,Medium,88.14742172,384.0850762,220904,11.83254915,2023-04-03,Transfer,2022-01-02 00:00:00,0.841135182,9.5754382,12.78254396,0.535369164,78512.04231
4097,35,M,Kathleentown,High,"Surveyor, minerals",High School,Married,6,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,80,8,TRUE,FALSE,0.984736741,18,8,974,744.9757362,724656,2021-10-27,2021-08-24,4.900681256,2.364424172,1.834582378,3,-14,2022-04-08,14,0.585069418,1.386382867,Neutral,,Transaction Delays,Low,40.91924226,616.1948777,835733,3.519662243,2022-03-03,Credit,2021-10-27 00:00:00,0.77957466,1.691508982,10.82379537,0.017004193,62253.24487
4098,21,F,New Larryville,Premium,"Teacher, early years/pre",High School,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,10,3,FALSE,FALSE,0.885851608,7,2,426,547.597732,233022,2023-09-18,2022-06-24,2.611805578,4.003723707,4.568719043,8,3,2023-07-19,16,0.61990926,4.507530874,Positive,Investment Analytics,Fees,Medium,4.710661149,206.0175763,821140,3.055515583,2023-10-26,Debit,2023-09-18 00:00:00,0.725739084,3.940713547,6.989199769,0.363208161,21697.82093
4099,34,M,Hallmouth,High,Legal executive,PhD,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,6,FALSE,TRUE,0.690915976,8,0,443,38.19721077,16834,2023-01-05,2022-05-22,3.707298621,1.36952194,4.484217531,10,42,2021-11-15,8,0.842423146,4.000591326,Neutral,Budgeting Tools,Customer Service,High,75.00122005,634.3048248,589470,20.92558081,2023-01-22,Credit,2023-01-05 00:00:00,0.146216585,3.462667495,11.46583717,0.351029194,74889.19499
4100,31,Other,Lynnside,High,Veterinary surgeon,Bachelor,Widowed,3,Branch,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,7,9,TRUE,FALSE,0.543228626,13,8,48,77.59731464,3696,2021-03-24,2023-05-29,2.080989774,2.150540792,2.127209053,1,-71,2022-01-21,18,0.70846537,2.327188303,Positive,Budgeting Tools,,High,5.167425823,518.3960915,340268,5.153448216,2023-08-05,Debit,2021-03-24 00:00:00,0.277278091,6.56656446,5.212158935,0.875551245,91304.45361
4101,30,M,Hernandezmouth,Medium,"Nurse, learning disability",PhD,Widowed,6,Online,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,47,6,TRUE,FALSE,0.894926176,13,2,302,633.6853213,191166,2022-03-25,2022-02-11,3.990226148,3.43171977,3.74989425,9,-74,2021-01-02,10,0.560304731,1.568223599,Neutral,Mobile Deposit,Fees,High,94.93298705,559.8257966,362422,20.52526788,2022-08-05,Credit,2022-03-25 00:00:00,0.774382293,4.518838412,7.145862601,0.770208725,41820.29628
4102,24,Other,Stefanieton,Medium,Magazine journalist,Bachelor,Widowed,2,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,31,9,FALSE,TRUE,0.739331935,0,8,565,199.8102461,112435,2023-09-26,2023-08-29,2.553237002,4.45941523,3.774165255,5,54,2023-10-31,0,0.987371271,1.298923119,Negative,Budgeting Tools,,Low,53.67628123,355.7011797,739791,28.69220782,2023-11-07,Debit,2023-09-26 00:00:00,0.428990714,8.214390673,19.49413267,0.081368865,42641.55938
4103,61,M,Masseyview,High,Herbalist,PhD,Widowed,4,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,8,TRUE,FALSE,0.584716218,14,3,120,580.131651,69600,2022-04-20,2021-07-31,2.528457806,2.745289248,4.789710139,10,16,2021-08-09,5,0.550537662,4.855261959,Positive,,Customer Service,Medium,94.17868301,913.1623385,487233,22.26602372,2022-06-16,Transfer,2022-04-20 00:00:00,0.47701878,0.382838476,13.74434991,0.697862311,3339.425392
4104,32,Other,Lake Stevenshire,Medium,Patent attorney,High School,Divorced,5,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,9,TRUE,TRUE,0.891588916,7,0,320,459.0220918,146880,2021-05-09,2023-10-26,1.806581083,2.522155991,1.924641092,4,85,2023-10-12,17,0.94048367,3.371229434,Positive,Budgeting Tools,Transaction Delays,Medium,22.73577219,798.7425058,108447,13.67637709,2023-10-08,Transfer,2021-05-09 00:00:00,0.147099934,9.474118364,0.095148671,0.561574645,27980.28531
4105,36,F,Lake Heather,High,"Presenter, broadcasting",High School,Widowed,6,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,4,9,TRUE,TRUE,0.210619509,4,4,788,192.7092553,151296,2022-06-26,2022-01-07,1.279296784,2.403182517,1.3705546,7,-91,2021-10-23,4,0.669445759,1.253224997,Negative,Budgeting Tools,App Issues,High,79.80281959,415.6300178,494116,19.61634016,2023-02-27,Credit,2022-06-26 00:00:00,0.932366498,9.926247532,8.67936376,0.61312547,20318.00795
4106,80,Other,Blakebury,High,Firefighter,Bachelor,Single,1,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,48,8,TRUE,FALSE,0.244374516,18,6,638,470.8505325,299860,2023-01-27,2022-01-22,2.396392766,1.21214991,3.238264163,8,100,2021-05-28,13,0.561652838,1.098882691,Neutral,Budgeting Tools,,Low,35.12403661,689.9674952,136761,4.273697394,2023-10-29,Debit,2023-01-27 00:00:00,0.987546692,9.83863186,13.40984845,0.046739515,56204.87801
4107,52,F,North Whitneystad,Medium,Hydrogeologist,High School,Divorced,6,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,12,9,FALSE,FALSE,0.930112339,15,5,413,887.9105812,366331,2022-04-25,2021-11-01,3.399326352,4.752768436,2.028704562,8,-29,2022-09-20,2,0.526212895,1.430860804,Neutral,Mobile Deposit,Transaction Delays,High,23.89329308,297.3031134,921950,11.91920046,2023-03-22,Transfer,2022-04-25 00:00:00,0.730322929,3.012741076,15.6645004,0.338856989,68316.34346
4108,52,Other,Port Melissa,High,Lawyer,High School,Divorced,5,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,88,7,TRUE,FALSE,0.067096478,9,3,123,232.4458496,28536,2021-03-29,2022-04-15,1.183683967,1.176968889,1.943328887,6,28,2022-05-11,2,0.737138408,3.737839135,Negative,Investment Analytics,Fees,Low,5.024998298,901.101761,509159,16.0224446,2023-09-07,Transfer,2021-03-29 00:00:00,0.730775039,2.328695067,13.1288153,0.017771043,79166.44182
4109,36,F,Copelandchester,Low,Garment/textile technologist,High School,Single,6,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,41,7,FALSE,FALSE,0.046158832,10,9,54,957.3242917,51678,2022-02-28,2021-09-04,1.762571958,3.247571062,4.692515626,8,-27,2023-04-12,10,0.706860329,1.836957645,Negative,Investment Analytics,App Issues,Medium,13.43545351,543.4089053,253703,9.966920331,2023-07-15,Transfer,2022-02-28 00:00:00,0.18264211,0.847837032,18.94159847,0.279316502,58856.14175
4110,37,M,Brownville,Medium,"Horticulturist, commercial",High School,Married,2,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,4,TRUE,FALSE,0.791942148,4,7,949,236.9431943,223964,2023-11-27,2021-09-28,1.980223431,4.173948971,3.892493287,10,-97,2022-09-13,1,0.743883373,3.060517911,Negative,Investment Analytics,App Issues,Low,40.15689619,556.2547815,193732,16.94814925,2023-12-24,Transfer,2023-11-27 00:00:00,0.378819719,8.14252147,6.176455326,0.857359759,70425.93807
4111,52,Other,Meganview,Medium,Environmental consultant,Master,Widowed,1,Branch,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,25,1,TRUE,TRUE,0.413996748,9,9,218,461.9784161,100498,2023-01-10,2023-04-02,1.749981004,4.42683552,3.679148085,1,86,2022-03-05,14,0.834081801,4.326990923,Neutral,International Transfers,,High,44.51843731,21.30507044,847604,4.96365667,2023-04-08,Transfer,2023-01-10 00:00:00,0.310410475,8.985187693,18.42030463,0.752264132,82512.79406
4112,49,M,Daniellemouth,Medium,Information systems manager,PhD,Divorced,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,25,7,TRUE,FALSE,0.916255741,15,9,339,725.7304526,245775,2023-03-06,2021-03-20,1.412082405,1.738618472,4.80882521,4,-60,2021-07-17,10,0.6357463,4.072101443,Neutral,Budgeting Tools,,Low,43.4529719,644.1852038,935389,23.65337462,2023-09-14,Debit,2023-03-06 00:00:00,0.147861094,3.432092426,12.19141899,0.675242246,20098.84182
4113,65,F,Estradaview,Medium,Furniture designer,PhD,Widowed,7,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,84,8,FALSE,FALSE,0.300689707,3,0,136,776.7359014,105536,2023-08-20,2022-07-15,1.730987829,1.130195292,1.276167522,8,-11,2022-01-27,19,0.500772046,2.597862625,Positive,,Fees,High,23.19963993,37.41291737,165318,11.05666071,2023-11-05,Debit,2023-08-20 00:00:00,0.287492824,1.685219849,1.339155381,0.982795619,70652.57082
4114,61,Other,Christopherville,Medium,"Buyer, industrial",Master,Widowed,3,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,22,9,TRUE,TRUE,0.287231831,0,3,486,317.144491,154062,2023-07-21,2022-01-29,4.74219574,4.073590521,3.348521182,7,70,2021-02-18,9,0.769397152,4.368962448,Negative,International Transfers,App Issues,High,80.24518664,689.1319911,127505,6.66399307,2023-11-29,Transfer,2023-07-21 00:00:00,0.891531454,7.723069388,17.16189279,0.096194399,23856.79542
4115,41,Other,Sanchezfort,Medium,Industrial/product designer,High School,Single,4,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,43,1,FALSE,FALSE,0.957216898,14,6,20,26.32001575,520,2021-04-06,2021-10-27,4.132884175,1.24559583,2.94985997,3,41,2021-02-03,6,0.525727302,2.23694693,Positive,International Transfers,Transaction Delays,Medium,68.36496457,462.1803257,883073,14.84297673,2023-06-23,Debit,2021-04-06 00:00:00,0.329789898,3.673399187,13.1868418,0.166115845,12209.9445
4116,78,M,New Ryan,High,Veterinary surgeon,PhD,Single,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,75,9,TRUE,FALSE,0.55376777,6,5,510,629.6156275,320790,2021-03-23,2023-05-24,4.684836467,2.748184285,2.208594653,3,56,2021-03-05,2,0.908736486,1.988114089,Positive,,Fees,Medium,8.053530374,521.7307576,696427,18.09145017,2021-06-04,Debit,2021-03-23 00:00:00,0.26787254,6.900645536,0.159413324,0.617172412,1284.508416
4117,34,Other,Daltonfort,High,Community development worker,PhD,Single,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,38,7,TRUE,TRUE,0.613708714,19,0,449,329.020431,147721,2022-10-26,2021-02-06,4.559985692,2.419778077,3.346543384,2,100,2022-08-29,9,0.904197077,4.014676334,Positive,Investment Analytics,Customer Service,Medium,42.70942259,941.3869049,292429,15.16674377,2023-09-13,Credit,2022-10-26 00:00:00,0.665631887,4.275448575,19.26917943,0.708271589,49460.86684
4118,67,Other,Obrienfurt,Medium,Occupational hygienist,PhD,Widowed,5,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,7,TRUE,FALSE,0.898077366,3,4,976,525.9747849,512400,2021-07-31,2022-02-13,2.60140437,1.536940533,4.201094247,9,-64,2021-09-05,4,0.56034895,2.987499007,Positive,Budgeting Tools,Fees,High,41.35988861,921.2374873,164800,1.96955797,2022-09-25,Debit,2021-07-31 00:00:00,0.245679165,7.127981492,6.985816816,0.812866064,76314.82833
4119,82,M,New Danielville,Medium,"Teacher, early years/pre",Bachelor,Divorced,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,51,3,TRUE,TRUE,0.380819683,13,5,314,74.02073444,23236,2023-12-04,2021-07-06,2.477100923,3.124851992,3.245523819,4,13,2022-03-01,11,0.97631645,4.791551205,Positive,Mobile Deposit,Customer Service,Medium,88.28070126,63.99857416,864551,9.976582872,2023-12-28,Credit,2023-12-04 00:00:00,0.904234802,7.090611172,2.620807204,0.830873871,43969.74394
4120,49,Other,North Tammybury,High,Toxicologist,Master,Divorced,6,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,57,1,TRUE,FALSE,0.247861389,4,9,65,397.2130579,25805,2022-07-15,2021-04-15,4.109557719,1.604577262,1.69563259,3,15,2022-01-16,1,0.701331743,2.081717927,Positive,Budgeting Tools,Customer Service,Medium,74.7943584,949.7837334,712337,6.391902561,2023-03-27,Credit,2022-07-15 00:00:00,0.193023229,8.480298125,0.075516395,0.292334525,1053.986781
4121,53,M,Bettychester,High,Theme park manager,Bachelor,Married,3,Online,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,88,7,FALSE,FALSE,0.571072145,16,8,419,634.8317128,265646,2022-06-24,2023-02-18,4.60456657,3.657241044,3.254863826,7,49,2021-05-27,10,0.779528817,3.118820186,Negative,,Customer Service,High,94.86521149,99.48481039,189742,23.97201068,2023-12-05,Transfer,2022-06-24 00:00:00,0.94204098,6.810570655,14.71848709,0.53091621,79352.74061
4122,30,M,Higginston,Medium,Financial risk analyst,Bachelor,Widowed,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,75,8,TRUE,FALSE,0.410021744,3,4,648,92.38851071,59616,2021-12-23,2023-04-15,4.005150353,4.187260011,1.785820414,9,-13,2021-05-18,10,0.875166487,1.81009541,Neutral,Investment Analytics,Customer Service,High,58.9467932,310.9738424,853521,28.95417469,2023-10-16,Credit,2021-12-23 00:00:00,0.750197052,8.381790345,14.00626953,0.888328647,78909.48781
4123,75,M,Deborahmouth,Low,Translator,Master,Married,2,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,99,6,FALSE,TRUE,0.163590269,4,4,648,478.4112859,309744,2023-02-11,2023-12-12,3.325760009,1.924965519,1.604470318,3,20,2022-06-04,15,0.595076175,1.321020913,Positive,International Transfers,,High,69.9682605,573.6479479,982837,20.04433692,2023-07-08,Credit,2023-02-11 00:00:00,0.607953877,2.393758198,17.68524642,0.706979048,38043.29497
4124,31,M,Berryhaven,High,Financial manager,PhD,Married,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,7,TRUE,TRUE,0.118601054,16,7,962,442.6222833,425204,2023-02-15,2022-09-20,3.228354629,3.960557817,3.187186556,4,-65,2023-07-16,14,0.505349962,1.750750401,Neutral,Investment Analytics,Transaction Delays,Low,62.09514131,705.4046219,396483,27.79145822,2023-12-05,Debit,2023-02-15 00:00:00,0.399531385,3.735940293,12.66262118,0.703881561,89967.27834
4125,54,M,South Lisachester,High,Further education lecturer,Bachelor,Married,3,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,9,TRUE,TRUE,0.725458738,10,5,540,318.9320571,171720,2023-01-19,2022-04-19,2.854421778,3.585830182,1.424297159,2,85,2021-09-01,12,0.869049386,1.235941844,Positive,International Transfers,App Issues,Low,19.43442639,823.9689591,924488,24.30275539,2023-05-24,Transfer,2023-01-19 00:00:00,0.286068375,8.628915681,14.50509042,0.222744055,46614.18986
4126,57,F,East Ashleytown,Low,Health and safety adviser,PhD,Married,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,41,8,TRUE,FALSE,0.034203959,3,9,607,985.8035356,597895,2021-06-09,2022-03-31,2.818596843,2.079031118,2.504719969,9,42,2023-05-15,0,0.895420473,1.801316861,Neutral,International Transfers,Customer Service,Medium,5.872709219,522.4269488,921259,1.637803567,2023-07-25,Debit,2021-06-09 00:00:00,0.647484738,7.257034682,19.07377414,0.742659305,67653.81058
4127,76,F,Coreychester,Medium,Technical sales engineer,Bachelor,Married,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,83,5,TRUE,TRUE,0.527542996,14,7,940,974.5636003,915560,2023-11-25,2022-11-20,1.225908805,1.780606978,3.599578214,2,88,2023-01-03,4,0.829785511,1.090969568,Neutral,International Transfers,Customer Service,Low,14.59840725,326.586951,68588,24.98448232,2023-12-21,Transfer,2023-11-25 00:00:00,0.257905284,2.446206794,1.356643186,0.991369668,31645.35826
4128,33,M,Lake Stephenview,Medium,"Production designer, theatre/television/film",PhD,Widowed,3,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,1,4,TRUE,TRUE,0.329648515,6,5,16,494.7413425,7904,2022-05-31,2023-05-23,1.861674926,4.497923269,3.332592307,8,34,2023-04-06,17,0.810973275,1.546422544,Positive,Investment Analytics,,Low,62.84342108,545.3820384,809032,21.25242483,2023-12-24,Credit,2022-05-31 00:00:00,0.746241541,2.874204704,19.42375293,0.130172348,34471.1296
4129,79,F,Lorettastad,High,Higher education careers adviser,High School,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,59,4,TRUE,FALSE,0.150908975,4,8,459,196.5502801,89964,2023-02-10,2023-09-09,1.5751199,1.80597732,2.935064693,7,-10,2021-01-22,17,0.951172474,2.730657433,Neutral,International Transfers,,High,12.83150504,96.80253654,171622,7.501535336,2023-03-08,Debit,2023-02-10 00:00:00,0.966282808,3.997813995,0.123446296,0.10566481,1612.117488
4130,21,F,Teresabury,Medium,Equities trader,High School,Married,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,4,FALSE,FALSE,0.890666845,13,7,320,471.4769245,150720,2022-04-02,2021-05-06,2.877290259,1.314304011,1.971970076,7,7,2022-09-07,16,0.941661389,2.113690342,Negative,Investment Analytics,Customer Service,Medium,33.30451312,123.1963032,145731,9.64344283,2023-05-01,Transfer,2022-04-02 00:00:00,0.27979859,1.19508883,10.60366575,0.904628451,38914.44712
4131,62,Other,Seanton,Medium,"Teacher, special educational needs",High School,Divorced,6,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,45,2,TRUE,TRUE,0.740541143,0,7,974,849.3940708,826926,2023-11-24,2023-11-11,2.155807091,2.272456661,2.201593255,8,69,2022-12-04,8,0.547577642,2.315494453,Positive,Mobile Deposit,Customer Service,High,22.16705595,644.5378854,134962,22.83198495,2023-12-06,Credit,2023-11-24 00:00:00,0.476481673,8.283788951,4.865134445,0.738125223,85955.05666
4132,45,M,Stephenview,Low,Geophysicist/field seismologist,Master,Widowed,2,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,80,7,TRUE,FALSE,0.773098854,6,0,421,351.3180735,147771,2023-04-12,2023-05-25,2.513274102,4.618169768,1.879555251,5,-76,2023-03-06,4,0.60093297,1.684133723,Positive,Mobile Deposit,Customer Service,Low,61.81162899,367.5401005,325881,27.90816796,2023-09-24,Transfer,2023-04-12 00:00:00,0.425044104,1.699309715,2.168542282,0.472559974,38410.30676
4133,83,F,East Angela,Premium,Outdoor activities/education manager,High School,Married,6,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,58,8,FALSE,FALSE,0.435887838,12,3,124,347.6849106,43028,2022-12-24,2021-04-16,4.885933296,3.343453537,3.101572519,6,20,2023-02-07,2,0.821737895,4.724001637,Positive,Budgeting Tools,Transaction Delays,Low,60.47349382,56.31983807,976617,6.271892777,2023-09-12,Transfer,2022-12-24 00:00:00,0.466318356,8.800426354,4.586661729,0.29295858,39149.69328
4134,48,Other,Joystad,High,"Geneticist, molecular",Bachelor,Divorced,6,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,7,TRUE,TRUE,0.648347363,12,1,545,810.8533083,441450,2022-12-08,2022-09-16,4.057530713,3.872915687,4.550894945,6,-37,2022-03-03,6,0.540457526,4.581029033,Neutral,International Transfers,,Medium,37.51733251,591.4559488,574574,23.09234646,2023-06-05,Transfer,2022-12-08 00:00:00,0.421336808,3.660568904,18.35785766,0.211160576,80550.64022
4135,20,Other,Port Vincent,High,Adult guidance worker,PhD,Married,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,93,8,TRUE,FALSE,0.090543213,0,6,520,631.7962217,328120,2023-09-25,2021-08-14,1.558436594,1.875280756,4.371374526,8,-57,2022-09-15,7,0.773534581,2.323569252,Positive,Budgeting Tools,App Issues,High,15.89637364,949.8118624,490936,22.14876825,2023-10-23,Credit,2023-09-25 00:00:00,0.469942238,0.211800817,7.232643779,0.293918387,61926.16214
4136,25,M,West Michaelside,High,Secondary school teacher,PhD,Single,6,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,56,9,TRUE,FALSE,0.139276427,14,9,745,411.2450371,306195,2023-09-15,2022-07-06,4.236210825,2.975479588,4.19942682,9,-95,2023-05-28,0,0.569800272,4.669466085,Negative,International Transfers,App Issues,Low,88.6119061,366.2503062,198173,23.56125097,2023-09-17,Debit,2023-09-15 00:00:00,0.155734751,3.604392081,13.86169593,0.998670813,58971.38766
4137,41,M,West Maria,Medium,"Surveyor, mining",PhD,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,61,8,FALSE,FALSE,0.322568889,1,5,802,523.4671715,419446,2021-01-14,2023-01-15,2.768855968,4.164013135,2.135345237,4,-97,2023-09-07,6,0.972785177,2.756246862,Neutral,Investment Analytics,,Medium,37.1544545,546.2772716,36084,14.93963876,2021-07-06,Transfer,2021-01-14 00:00:00,0.26711238,4.160321098,3.490506283,0.133215397,70781.41826
4138,32,Other,Lake Christopherfurt,Premium,Dramatherapist,PhD,Single,7,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,62,5,TRUE,TRUE,0.457776047,7,6,653,598.6129179,390494,2023-10-25,2022-07-29,4.417600132,2.479247272,2.885079756,10,-35,2021-03-27,2,0.695497234,2.182357372,Negative,International Transfers,App Issues,Low,39.32699548,962.4453583,507250,1.110974693,2023-10-27,Debit,2023-10-25 00:00:00,0.831053504,0.599465239,12.98450419,0.360751138,26538.75002
4139,60,M,Christyburgh,Low,Dancer,Bachelor,Divorced,6,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,4,TRUE,FALSE,0.093818807,7,4,784,169.587534,132496,2021-10-12,2022-12-20,4.038887193,3.864756795,2.566599739,6,26,2023-10-04,8,0.615970996,4.958583819,Neutral,Budgeting Tools,,Low,25.63309331,255.4381113,568951,4.014966207,2023-12-09,Debit,2021-10-12 00:00:00,0.169064431,3.616497835,13.36758938,0.832655004,7828.781357
4140,48,M,Harrisfort,High,Environmental manager,PhD,Married,3,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,30,5,FALSE,FALSE,0.564974161,13,2,804,482.3875223,387528,2023-06-20,2023-05-07,3.074488688,3.332940554,3.107334625,10,-87,2021-03-06,1,0.877863808,2.719253358,Neutral,,App Issues,High,71.58778494,814.1966427,331751,12.70580903,2023-07-10,Debit,2023-06-20 00:00:00,0.389845342,5.072114942,1.639149507,0.703910788,65705.09769
4141,62,Other,Matthewmouth,Medium,Art gallery manager,Bachelor,Single,1,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,38,1,FALSE,TRUE,0.239802568,3,3,694,527.8975411,365738,2021-12-06,2022-05-21,3.878622376,2.341351761,2.780124584,10,31,2023-10-21,19,0.602779079,1.334255749,Positive,Budgeting Tools,,High,9.297046476,277.249778,502791,21.668467,2022-04-29,Credit,2021-12-06 00:00:00,0.121794153,9.509574056,6.794248382,0.145614314,18703.20776
4142,83,Other,Kariburgh,Medium,"Therapist, horticultural",Bachelor,Single,4,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,84,5,TRUE,FALSE,0.774558004,12,9,359,995.3982689,357205,2022-04-17,2022-10-18,4.748664869,2.65448516,2.827452439,9,-66,2022-10-17,13,0.927928073,3.333523757,Neutral,Budgeting Tools,,Low,70.29651912,860.169852,570585,24.90646571,2023-07-10,Credit,2022-04-17 00:00:00,0.015035999,2.367560925,19.27457706,0.896062271,65768.02716
4143,25,M,Allenborough,Medium,Land/geomatics surveyor,PhD,Married,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,6,FALSE,FALSE,0.00046919,4,0,725,260.1029386,188500,2021-06-07,2021-04-08,3.153481459,3.945248432,1.273106932,4,-24,2022-12-21,1,0.913308504,1.726837025,Positive,International Transfers,Fees,Medium,83.53199001,198.1148567,996647,23.76172564,2022-12-21,Debit,2021-06-07 00:00:00,0.705083961,2.992758456,9.927203584,0.636918125,91771.59582
4144,74,F,Reginaside,High,"Restaurant manager, fast food",PhD,Widowed,5,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,16,9,FALSE,FALSE,0.866078473,13,4,849,255.4120047,216495,2023-11-20,2022-01-08,1.596123284,3.995006943,1.8049544,8,22,2021-03-05,19,0.627387699,3.456506761,Positive,Mobile Deposit,Customer Service,High,10.93572754,207.6255481,206820,20.87213041,2023-12-26,Transfer,2023-11-20 00:00:00,0.40996369,0.350405782,17.66051725,0.977556902,70805.588
4145,47,M,Katherineside,High,Petroleum engineer,PhD,Divorced,2,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,2,9,FALSE,TRUE,0.732579165,17,5,551,763.2471901,420413,2022-07-30,2021-03-25,3.273114678,4.565808065,2.503188603,10,13,2022-06-08,18,0.666185135,1.192244627,Negative,,Customer Service,High,82.97097599,35.75550947,30513,24.7820024,2023-08-20,Transfer,2022-07-30 00:00:00,0.926158213,1.010666558,6.863778155,0.482275026,88774.346
4146,35,F,South Christine,Medium,"Conservation officer, historic buildings",Bachelor,Widowed,2,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,31,3,TRUE,FALSE,0.546172439,9,6,119,341.7561205,40579,2022-03-10,2021-01-02,1.187709513,3.155686907,1.934744229,5,61,2023-08-28,13,0.516881926,1.44305132,Negative,,,Medium,8.090357888,174.5874571,913818,17.08968023,2023-11-15,Credit,2022-03-10 00:00:00,0.758033409,5.589389709,14.27484133,0.949576474,72098.16654
4147,56,Other,East Clarencefurt,Medium,Trade union research officer,Master,Divorced,7,Marketing,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,32,8,TRUE,TRUE,0.737533602,3,7,437,65.65476429,28405,2021-11-04,2021-04-17,2.815112608,2.775316235,4.501541272,6,53,2023-02-25,14,0.649509763,2.250352266,Neutral,Mobile Deposit,Transaction Delays,High,98.92524003,368.0842464,460865,0.039568281,2022-10-11,Transfer,2021-11-04 00:00:00,0.861258224,9.611102185,7.223058671,0.449360043,31187.95831
4148,77,F,Dustinmouth,Premium,Publishing rights manager,Bachelor,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,8,TRUE,FALSE,0.364579844,6,4,546,958.3643921,523068,2022-01-18,2022-10-21,1.892262972,4.124020988,4.60758468,7,-45,2021-07-20,3,0.581659153,3.465308761,Negative,,Customer Service,High,50.27234491,528.8137549,523918,18.93797924,2022-04-14,Credit,2022-01-18 00:00:00,0.335229645,9.616787408,10.64103633,0.434076425,76849.54925
4149,60,Other,Randyfurt,Medium,Engineering geologist,Master,Single,7,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,9,9,TRUE,FALSE,0.162586224,3,0,786,51.16454548,40086,2021-11-19,2022-03-11,3.581990964,2.543787233,3.764002363,9,-11,2023-05-16,13,0.517808695,3.584657307,Positive,Investment Analytics,Customer Service,Medium,64.51394377,890.3323957,877343,25.91631878,2023-08-06,Credit,2021-11-19 00:00:00,0.646584704,3.567600409,19.9903382,0.901035801,52933.54934
4150,62,M,Port Stephanieport,High,Teaching laboratory technician,PhD,Married,4,Marketing,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,4,1,TRUE,TRUE,0.009111366,10,4,553,920.157273,508760,2023-01-12,2022-08-08,2.597256038,3.372798831,4.813942113,2,95,2022-12-20,2,0.975436136,3.590415015,Neutral,,Customer Service,High,21.5698526,633.4732313,574505,15.06147776,2023-12-10,Transfer,2023-01-12 00:00:00,0.024574283,0.371473854,8.609856277,0.715803155,64887.87739
4151,40,M,West Yvonnemouth,High,Site engineer,Bachelor,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,5,FALSE,TRUE,0.54855522,10,0,489,814.6227776,398046,2021-08-31,2023-08-25,3.058688849,4.04138265,1.438166779,4,23,2023-10-02,8,0.97105897,3.040597497,Positive,,Fees,Low,42.68888805,458.0336406,204210,18.66928253,2022-04-01,Credit,2021-08-31 00:00:00,0.692944878,2.855040299,4.96059535,0.278142168,92588.7303
4152,23,Other,East Amyview,Medium,"Scientist, research (maths)",PhD,Single,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,5,FALSE,TRUE,0.291942446,11,7,107,614.6687244,65698,2022-04-17,2022-07-28,4.566973152,4.699911779,2.386407333,9,-23,2021-02-25,19,0.812266159,2.322636937,Negative,Mobile Deposit,Fees,Low,74.63186544,934.1435569,857739,26.19073138,2022-04-18,Credit,2022-04-17 00:00:00,0.400685393,6.058346676,13.34941945,0.282441943,15117.27472
4153,73,Other,South Jeffreybury,Low,Television floor manager,Master,Single,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,7,TRUE,TRUE,0.212689191,14,1,740,882.7625115,652680,2023-04-30,2021-07-26,2.837686066,4.55508615,4.937958986,2,10,2023-02-18,1,0.731848083,4.492947837,Negative,,Transaction Delays,Medium,14.56988127,377.9982323,876505,26.747217,2023-11-10,Transfer,2023-04-30 00:00:00,0.310010418,7.621378809,0.455092001,0.24047982,88497.23205
4154,21,Other,East Scott,Medium,Geophysicist/field seismologist,Master,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,40,8,FALSE,TRUE,0.867009726,4,1,36,203.8182546,7308,2022-11-08,2023-06-02,4.989331227,3.642612587,3.606958265,7,30,2021-03-21,4,0.734514908,2.807454877,Neutral,Investment Analytics,Transaction Delays,Medium,59.93743673,115.5118888,560465,22.09279587,2023-04-07,Credit,2022-11-08 00:00:00,0.897573932,7.811954856,6.484863698,0.678627351,33159.42571
4155,40,M,East Alexander,Medium,Chiropodist,Bachelor,Widowed,6,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,83,7,TRUE,FALSE,0.725167793,7,5,503,195.5391394,98085,2021-08-21,2022-01-14,1.546062453,1.0821396,4.820552537,1,21,2023-09-26,8,0.816329477,4.130734705,Positive,International Transfers,,Medium,61.00047468,946.8732298,49894,7.828252301,2023-06-10,Transfer,2021-08-21 00:00:00,0.994703852,9.498969531,14.1660232,0.023648172,7777.853306
4156,23,M,North Meredith,Low,Fisheries officer,Bachelor,Single,2,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,72,6,FALSE,FALSE,0.990175549,19,8,261,449.3629937,117189,2023-09-14,2022-06-01,4.429292797,3.953977602,1.845650423,1,35,2021-06-27,11,0.623165535,2.887095236,Neutral,International Transfers,Customer Service,High,98.11557059,616.7105633,240642,2.741103803,2023-11-17,Credit,2023-09-14 00:00:00,0.656762172,4.699538792,8.01183168,0.59508859,38263.08468
4157,49,F,Masseychester,Low,"Designer, industrial/product",Bachelor,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,60,4,FALSE,FALSE,0.6615647,10,4,28,996.5388097,27888,2023-09-08,2023-10-04,2.453554667,2.324889494,2.809209378,5,71,2023-08-31,9,0.843553979,4.4314929,Positive,Budgeting Tools,Transaction Delays,Low,96.1205594,842.1708554,405927,8.387388258,2023-12-27,Credit,2023-09-08 00:00:00,0.295489107,2.250896771,15.96539736,0.951177344,15041.1094
4158,35,Other,South Jacob,Medium,Civil Service administrator,Bachelor,Single,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,9,TRUE,TRUE,0.895366184,17,5,945,19.11370417,17955,2023-09-09,2023-01-15,4.18130248,4.333935045,2.031701846,7,-11,2022-06-01,1,0.513346961,1.111984505,Positive,Mobile Deposit,App Issues,Medium,79.39931467,74.98208567,761176,29.35479605,2023-10-26,Transfer,2023-09-09 00:00:00,0.888670778,7.912723471,10.21117792,0.047042403,86052.21228
4159,32,F,Burtonfurt,High,Actuary,High School,Single,3,Branch,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,51,2,TRUE,TRUE,0.118336106,17,2,197,150.673238,29550,2022-03-08,2022-11-16,2.995042046,1.10718447,4.623231294,8,32,2021-07-08,16,0.826150289,2.072999146,Positive,,Fees,Medium,91.75503327,949.1637742,762478,15.15393004,2022-08-05,Credit,2022-03-08 00:00:00,0.826383838,0.007209074,2.035055256,0.322600195,86850.75501
4160,57,M,Jasminestad,High,"Teacher, English as a foreign language",High School,Divorced,4,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,7,6,TRUE,FALSE,0.722762812,5,8,324,721.701173,233604,2021-11-27,2022-09-16,3.09246181,1.453049179,3.560444922,2,85,2021-06-19,14,0.75930913,4.120154696,Negative,,,High,77.3553992,980.1563487,422492,24.15483272,2023-11-22,Transfer,2021-11-27 00:00:00,0.919099854,5.137751703,15.9740196,0.548106269,72490.26723
4161,23,F,Ryanstad,Low,Product designer,PhD,Single,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,55,6,FALSE,TRUE,0.086224458,17,3,131,265.746681,34715,2023-04-22,2021-08-17,3.131829001,3.759165228,3.718115115,3,-89,2022-05-18,14,0.847676072,3.76532216,Negative,Investment Analytics,Fees,Medium,22.48484562,21.56565955,18042,7.716381244,2023-08-25,Debit,2023-04-22 00:00:00,0.334230825,0.549897002,19.22370998,0.752558377,12582.94653
4162,80,F,West Amber,Medium,"Conservation officer, nature",Master,Widowed,2,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,97,4,TRUE,TRUE,0.094570472,18,5,929,558.8794625,518382,2021-02-15,2021-07-18,1.966628258,2.06342165,3.416415048,6,94,2021-07-12,1,0.806293343,4.628404499,Positive,Budgeting Tools,App Issues,Medium,2.677390139,585.4731669,792618,25.5904378,2023-09-14,Debit,2021-02-15 00:00:00,0.225178723,2.383346815,1.436493925,0.671824899,25065.36084
4163,84,M,Lake Dennisbury,Medium,"Biochemist, clinical",Master,Widowed,1,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,29,3,TRUE,TRUE,0.857835482,13,3,569,717.0901495,407973,2022-05-15,2021-01-28,1.213489538,2.271414366,4.171512986,4,-7,2023-07-21,5,0.627950156,3.368490267,Positive,International Transfers,Customer Service,Low,85.00825017,419.9888212,14916,9.363691122,2023-05-08,Credit,2022-05-15 00:00:00,0.514547321,9.94445585,19.61136282,0.881910998,85619.99944
4164,28,M,North Tina,Medium,Early years teacher,PhD,Married,7,Branch,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,73,3,FALSE,TRUE,0.360085266,10,5,180,842.1151591,151560,2021-03-30,2021-09-24,3.613292794,2.600996984,3.037672709,9,-81,2023-02-17,9,0.768775423,4.822433856,Negative,International Transfers,Fees,Low,30.48173239,515.1765114,156629,29.14581562,2022-09-17,Credit,2021-03-30 00:00:00,0.96485114,8.355870748,5.995248566,0.254436021,23779.76905
4165,60,Other,Nicholsville,High,Colour technologist,PhD,Widowed,2,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,2,FALSE,TRUE,0.316432505,6,0,323,561.202668,181203,2021-09-19,2022-11-10,1.102692072,1.760591291,4.470996667,5,30,2022-11-22,2,0.830074912,4.660546249,Negative,,Fees,Medium,89.74107261,187.0823394,392173,17.2712401,2022-10-09,Debit,2021-09-19 00:00:00,0.147236135,9.872437194,11.418134,0.815263381,85580.456
4166,34,F,Lake Michael,Medium,Quality manager,PhD,Widowed,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,33,3,TRUE,FALSE,0.183783065,13,0,456,109.9062652,49704,2021-11-26,2023-01-09,3.905944586,4.437861693,1.166103604,7,-68,2022-05-10,12,0.508097105,4.705418408,Neutral,Budgeting Tools,App Issues,Low,34.6083355,769.7033005,643465,26.54728917,2023-03-27,Transfer,2021-11-26 00:00:00,0.59961065,3.670110757,1.578996512,0.222238269,96565.48008
4167,21,M,South Joseph,High,Armed forces logistics/support/administrative officer,High School,Single,6,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,4,TRUE,FALSE,0.484942521,15,0,535,696.9194694,372360,2021-10-03,2023-01-11,2.294694109,1.353099163,4.195299273,9,45,2023-08-20,19,0.984050033,3.458845443,Negative,International Transfers,Transaction Delays,High,89.74758345,270.1732669,399039,0.04150124,2021-11-21,Debit,2021-10-03 00:00:00,0.097352846,1.002131377,16.3855963,0.323986201,1198.406755
4168,80,M,South Christinefort,Medium,Quality manager,PhD,Married,7,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,55,4,TRUE,TRUE,0.203582623,12,9,582,506.05052,294492,2023-11-16,2023-12-20,2.584201054,1.680515826,1.070704862,3,-26,2021-03-12,19,0.687965981,4.560523587,Negative,International Transfers,Fees,Low,81.73639634,630.7602775,621242,10.19115932,2023-11-29,Credit,2023-11-16 00:00:00,0.309093906,9.371046193,8.812229663,0.247547519,25848.7597
4169,58,F,Brownburgh,High,"Journalist, newspaper",Master,Widowed,4,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,85,7,FALSE,TRUE,0.53784756,5,1,283,697.1615205,197251,2021-03-22,2023-02-01,4.011533875,2.525368062,2.320022477,1,53,2022-10-24,18,0.63599624,2.71912752,Positive,Budgeting Tools,App Issues,Low,5.362007621,124.0431709,831034,11.54331723,2022-04-22,Debit,2021-03-22 00:00:00,0.145973891,3.338029068,8.54951863,0.688635438,37183.893
4170,22,M,New Shaneton,Medium,Illustrator,PhD,Married,3,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,4,TRUE,FALSE,0.660438071,14,6,342,66.60153694,22572,2021-10-28,2022-05-03,1.603595561,2.503256382,2.809959686,4,-94,2022-09-27,10,0.856430325,4.899212562,Neutral,Investment Analytics,Fees,Low,32.88213704,554.3109457,581457,19.8040367,2022-09-28,Credit,2021-10-28 00:00:00,0.101611816,2.167959944,18.81364346,0.162485642,14632.22428
4171,49,Other,Thomasberg,High,"Scientist, physiological",Bachelor,Married,1,Online,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,50,9,FALSE,FALSE,0.654911202,4,2,418,13.51745735,5434,2021-04-25,2022-07-20,3.598123118,1.207486813,3.213668283,5,-11,2023-07-14,11,0.894213523,1.664971694,Negative,International Transfers,Transaction Delays,High,14.99418277,435.2777532,450653,16.2537108,2022-06-23,Debit,2021-04-25 00:00:00,0.987544099,4.452784146,7.858972164,0.350934563,78058.89253
4172,52,Other,Lake Michaelview,Premium,Magazine features editor,Master,Divorced,3,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,58,8,FALSE,FALSE,0.364649612,16,0,761,907.9769594,690227,2021-12-07,2022-03-07,3.290624561,2.353808181,4.614805141,2,-98,2022-03-20,14,0.708896312,2.195809851,Negative,Budgeting Tools,Customer Service,Medium,70.61063547,119.6947248,850675,20.30775617,2022-05-06,Credit,2021-12-07 00:00:00,0.137572975,2.237666555,13.94086384,0.57689439,3362.60151
4173,39,F,Staceytown,High,"Engineer, automotive",Master,Divorced,5,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,61,1,FALSE,TRUE,0.704037813,4,7,193,572.7404591,110396,2022-06-13,2023-02-26,2.668047874,4.057370513,4.599239601,9,28,2023-04-21,0,0.802530089,3.047884523,Neutral,Mobile Deposit,,High,19.04932984,53.96708945,743410,13.0101243,2022-08-04,Debit,2022-06-13 00:00:00,0.231093531,8.332750045,19.00835719,0.195080491,13298.08366
4174,82,Other,Jordanberg,High,Historic buildings inspector/conservation officer,Master,Single,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,28,1,TRUE,TRUE,0.26608401,17,7,292,186.8843418,54312,2022-01-04,2021-06-28,3.502412005,4.562154097,4.285258452,5,-84,2021-07-14,17,0.632070105,4.844766127,Negative,Budgeting Tools,Fees,High,56.11104445,854.877696,999662,7.850201716,2022-07-21,Transfer,2022-01-04 00:00:00,0.19286126,3.31428557,18.78714354,0.895305578,46889.0831
4175,39,M,Lewismouth,Low,Passenger transport manager,High School,Widowed,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,92,6,TRUE,FALSE,0.807681174,9,3,859,707.540617,607313,2023-11-25,2021-08-06,2.440643609,1.495698192,4.934709132,5,39,2021-01-22,17,0.851206574,3.31166196,Negative,,App Issues,High,12.92818812,545.3572752,650391,28.4432252,2023-12-22,Debit,2023-11-25 00:00:00,0.885239371,4.030424075,16.43116518,0.957673547,54040.35672
4176,28,M,Amandaport,Premium,Metallurgist,High School,Single,6,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,61,4,FALSE,FALSE,0.000115109,18,6,521,710.2809598,369910,2023-04-11,2021-09-25,2.057743061,3.606043964,2.19286416,1,12,2021-09-20,6,0.748732318,1.250362231,Positive,International Transfers,Fees,Medium,58.96356111,678.0043531,397573,6.30269615,2023-07-30,Debit,2023-04-11 00:00:00,0.385441311,3.788809168,18.69873486,0.648116343,93574.95604
4177,20,M,Jessehaven,Low,Legal secretary,Master,Single,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,6,6,FALSE,TRUE,0.966565113,1,1,364,915.685582,333060,2021-02-08,2021-09-04,1.357436809,4.706366471,3.956478723,1,1,2021-02-27,14,0.569747594,3.47116594,Positive,International Transfers,App Issues,Medium,60.46241164,686.804062,936902,25.25585765,2022-07-12,Transfer,2021-02-08 00:00:00,0.06680638,6.742830124,7.831257494,0.140261104,57582.21882
4178,26,M,Thomasside,Medium,Public house manager,Bachelor,Married,6,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,43,9,FALSE,FALSE,0.433573205,15,5,755,769.2815005,580595,2022-08-04,2021-03-26,3.362428063,2.199664914,1.254182336,10,100,2023-11-03,0,0.910752874,4.813335926,Negative,International Transfers,Customer Service,Low,57.34576104,289.7669169,164209,27.01316859,2023-06-11,Debit,2022-08-04 00:00:00,0.525240804,2.957570349,12.1060796,0.303994072,57002.86537
4179,77,F,Michelleton,Low,Textile designer,Master,Married,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,5,FALSE,FALSE,0.333995871,12,8,537,840.3229498,451080,2021-06-25,2022-01-26,4.840505837,4.506208214,2.277972703,1,-20,2023-06-30,0,0.949944327,2.731162628,Neutral,Budgeting Tools,Fees,Medium,93.14272237,730.4059232,317820,8.219574731,2023-05-22,Debit,2021-06-25 00:00:00,0.165901537,9.584191976,9.311887551,0.936612202,8098.716649
4180,31,Other,Brianaland,Premium,Consulting civil engineer,High School,Married,6,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,98,8,FALSE,FALSE,0.624482375,18,6,78,837.0246063,65286,2022-03-20,2022-01-31,4.222668109,1.62596453,2.29556,7,26,2021-05-22,17,0.672550466,2.204982206,Positive,International Transfers,Transaction Delays,High,2.551925164,48.00215218,739742,17.4902329,2023-01-02,Credit,2022-03-20 00:00:00,0.677953642,8.368815354,9.957941511,0.067236677,93619.85853
4181,35,Other,New Robertburgh,High,Comptroller,Bachelor,Single,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,61,2,FALSE,TRUE,0.879097165,2,5,402,300.7367945,120600,2023-07-09,2023-07-02,1.376455201,4.443905369,2.045105623,3,2,2023-10-26,17,0.685659224,3.396143678,Neutral,Mobile Deposit,Fees,Low,47.71305466,84.5826091,198266,22.14963091,2023-09-01,Credit,2023-07-09 00:00:00,0.429071592,9.627662498,14.14137692,0.886686634,88886.8448
4182,40,M,East Tina,Premium,Applications developer,Master,Widowed,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,67,8,FALSE,FALSE,0.352571297,17,9,466,526.6512,245116,2023-08-24,2021-07-22,1.877780727,2.7069652,4.905487037,5,19,2022-01-07,8,0.886053285,3.736005584,Neutral,International Transfers,Fees,Low,1.018543388,163.4663833,465625,26.25516514,2023-10-29,Credit,2023-08-24 00:00:00,0.585680291,4.657348686,1.008909475,0.327448674,91321.12638
4183,64,F,Port Howard,High,Financial risk analyst,High School,Single,4,Referral,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,77,8,FALSE,FALSE,0.070042539,13,1,241,44.98907282,10604,2023-09-14,2021-06-03,3.597526942,4.301454972,4.778393067,2,-78,2023-08-07,16,0.928133736,2.612772867,Negative,Mobile Deposit,App Issues,Medium,4.368181304,544.9153088,375864,24.98987838,2023-11-04,Transfer,2023-09-14 00:00:00,0.949417985,3.014416595,17.665728,0.804365275,6587.45313
4184,64,M,Chandlermouth,Medium,Administrator,Bachelor,Single,4,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,69,2,TRUE,TRUE,0.353833532,6,3,283,52.33321278,14716,2021-12-16,2022-12-04,1.008192959,1.842199838,2.572600296,2,-99,2022-07-17,10,0.762437029,1.306081708,Neutral,Mobile Deposit,Transaction Delays,Medium,66.64271238,859.9040628,147333,24.5230422,2023-05-20,Credit,2021-12-16 00:00:00,0.627649396,1.608520687,19.03871129,0.288443506,24535.57373
4185,47,M,North Sophiashire,Premium,Archivist,PhD,Single,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,16,7,TRUE,TRUE,0.005086669,11,5,521,882.4083657,459522,2022-03-26,2022-09-10,3.252413059,1.275758011,2.485571296,1,54,2023-03-06,14,0.93242272,2.495348825,Negative,Budgeting Tools,Transaction Delays,High,87.5098422,467.2172936,387287,2.088403708,2023-11-28,Debit,2022-03-26 00:00:00,0.068285368,0.882910068,6.50023467,0.961448426,82817.7223
4186,42,F,Ballardfurt,Premium,Immigration officer,PhD,Divorced,5,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,48,8,FALSE,TRUE,0.185042153,16,4,716,60.5696798,42960,2023-04-22,2023-08-30,4.895933828,3.383281005,2.949488244,8,4,2021-04-10,11,0.509171606,2.948453334,Positive,,Customer Service,Medium,81.98385862,714.7780063,284739,29.31135344,2023-07-27,Credit,2023-04-22 00:00:00,0.786488525,2.006096058,8.480135618,0.256677588,32210.78483
4187,45,F,Taylormouth,Medium,Health physicist,Master,Divorced,4,Referral,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,23,7,TRUE,TRUE,0.052007556,11,4,696,553.4242366,384888,2021-10-20,2022-02-18,2.408488897,2.065415289,2.710139582,8,25,2022-06-03,4,0.582410196,3.077458106,Neutral,Investment Analytics,App Issues,Medium,36.72908777,330.4153553,351672,15.66222435,2023-11-24,Credit,2021-10-20 00:00:00,0.806934449,6.72629909,18.44143931,0.149517992,85803.0783
4188,42,M,North Larry,Low,Tax adviser,PhD,Widowed,5,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,76,6,TRUE,TRUE,0.387585325,2,3,115,929.3603817,106835,2022-01-08,2023-12-29,4.574120668,4.226328252,2.208038652,5,-46,2021-08-29,5,0.931913848,3.803429414,Negative,Investment Analytics,Customer Service,Low,38.65297717,258.194274,379711,9.270830147,2022-09-15,Credit,2022-01-08 00:00:00,0.892922985,0.896185615,5.100788805,0.092717394,40700.88886
4189,75,Other,Lake Russell,High,Police officer,High School,Divorced,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,11,3,FALSE,FALSE,0.059749169,7,7,47,213.4208146,10011,2023-11-13,2021-11-11,1.431272755,4.299116259,2.053427313,8,13,2023-11-25,19,0.836011068,1.065810997,Positive,Mobile Deposit,,Medium,38.35580114,817.0811548,530619,5.863182511,2023-11-27,Debit,2023-11-13 00:00:00,0.380730378,6.381861698,18.21279853,0.319205456,42591.51808
4190,58,M,Victorburgh,Premium,Industrial buyer,Bachelor,Single,2,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,56,3,FALSE,FALSE,0.983926084,17,7,850,448.2659671,380800,2022-06-26,2021-03-31,1.185911218,3.893712559,4.722463615,2,-86,2023-10-03,11,0.820458201,4.533939562,Positive,Budgeting Tools,Customer Service,High,39.61576273,281.5458802,630497,28.834911,2022-10-11,Transfer,2022-06-26 00:00:00,0.222750133,9.195658232,16.53033541,0.252354567,53447.50217
4191,42,Other,Richardbury,High,Museum/gallery curator,Master,Divorced,2,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,28,8,FALSE,TRUE,0.781916153,14,4,689,651.1558276,448539,2021-12-10,2021-09-19,2.389349742,2.990802162,1.802403582,5,-57,2021-12-23,2,0.827802966,3.42342539,Neutral,Budgeting Tools,App Issues,Medium,36.71135152,425.3066162,950882,1.749184838,2023-06-13,Transfer,2021-12-10 00:00:00,0.553449997,1.878071546,18.78075911,0.084888643,52317.92455
4192,65,Other,Valerieland,High,Bonds trader,Bachelor,Divorced,1,Online,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,87,4,TRUE,TRUE,0.419533333,18,6,654,566.2163747,370164,2022-12-03,2022-01-28,3.315186133,4.692621685,2.59077942,9,96,2023-07-15,8,0.555410092,3.11612959,Positive,Budgeting Tools,App Issues,Low,23.62997384,843.9404859,772356,27.90429838,2023-01-08,Debit,2022-12-03 00:00:00,0.624718092,7.372659911,4.353631024,0.099314522,36214.32674
4193,27,F,Shannonville,Premium,Data scientist,Bachelor,Single,7,Marketing,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,61,8,TRUE,FALSE,0.790422032,12,1,74,369.9926759,27306,2023-07-18,2023-05-07,4.338278771,3.342018493,3.766017684,9,-6,2022-08-24,8,0.9321034,1.644985623,Negative,Investment Analytics,Customer Service,Medium,88.35224973,603.4243391,55948,6.438890379,2023-08-25,Credit,2023-07-18 00:00:00,0.52932251,6.178951658,14.7458516,0.365462132,40994.70121
4194,28,F,Andrewton,High,Tree surgeon,Bachelor,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,6,TRUE,FALSE,0.4173618,15,2,596,789.755574,470244,2021-05-21,2022-06-02,1.741489277,1.720263501,4.892682041,2,4,2021-11-30,7,0.548863143,1.483967559,Negative,Investment Analytics,Transaction Delays,High,75.99515234,603.8741234,319368,29.29405096,2021-12-07,Transfer,2021-05-21 00:00:00,0.747105476,6.37121783,5.83369529,0.42662782,54071.53867
4195,38,M,Lake Nathanielburgh,High,Environmental health practitioner,High School,Divorced,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,3,TRUE,TRUE,0.647081524,14,9,790,415.3370816,327850,2022-04-16,2022-12-13,2.046200723,3.32788013,3.838646445,7,-52,2021-03-23,10,0.602242526,3.236319473,Positive,,App Issues,Low,27.9597416,103.5357912,613169,1.222780296,2022-11-29,Credit,2022-04-16 00:00:00,0.505259691,7.24195909,15.67781409,0.563626543,67588.76069
4196,62,Other,New Alexandermouth,High,Tax adviser,Master,Single,4,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,26,2,FALSE,TRUE,0.821516116,10,8,699,392.2316763,274008,2023-02-14,2023-01-20,2.915301813,3.303597292,3.174764996,2,-38,2022-08-18,0,0.869292029,3.869049795,Neutral,Budgeting Tools,App Issues,Low,52.84497524,266.9009714,463745,3.974832502,2023-08-22,Transfer,2023-02-14 00:00:00,0.963851404,6.776566383,15.91606528,0.377654835,41211.71038
4197,24,Other,Torresshire,Medium,Audiological scientist,PhD,Single,5,Branch,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,4,1,TRUE,FALSE,0.684402489,12,6,162,31.37604908,5022,2023-03-01,2023-07-08,2.383480671,3.560482474,2.85429356,9,-66,2022-11-10,10,0.619653422,4.049281157,Positive,Investment Analytics,Fees,Medium,17.58467272,371.9519789,844043,0.326265707,2023-10-12,Credit,2023-03-01 00:00:00,0.378691689,0.123722199,2.224521909,0.300577237,44116.16708
4198,81,M,Micheleburgh,High,Air broker,Bachelor,Single,6,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,39,4,TRUE,TRUE,0.084510843,13,5,816,865.9226447,705840,2021-09-28,2021-08-29,1.017278509,1.397193089,3.579348672,1,-82,2023-05-24,1,0.901986704,3.2838952,Neutral,Budgeting Tools,Transaction Delays,High,67.65865279,491.3149069,29429,0.390319531,2023-08-24,Credit,2021-09-28 00:00:00,0.114841272,2.667166594,1.019242386,0.836900846,19564.60411
4199,81,M,Lake Christine,Medium,Counsellor,Bachelor,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,8,TRUE,TRUE,0.043485571,12,6,358,999.4021639,357642,2021-08-11,2023-06-13,2.322297851,3.754745742,3.745684784,10,80,2021-08-13,2,0.863237218,2.419368299,Neutral,Investment Analytics,App Issues,Medium,20.00577585,603.1792043,958648,27.76368326,2022-10-16,Debit,2021-08-11 00:00:00,0.457517147,9.238478284,7.858751373,0.803795441,50741.22106
4200,19,M,New Jeffery,High,Market researcher,Bachelor,Single,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,4,TRUE,TRUE,0.569904931,7,5,453,745.8496614,337485,2021-02-03,2021-05-19,2.043080672,2.613213106,4.971507962,9,-99,2021-11-14,1,0.871133648,1.566298035,Neutral,Investment Analytics,Fees,High,80.39894092,55.30692507,767103,22.98810338,2021-08-03,Transfer,2021-02-03 00:00:00,0.298578818,0.220142758,16.61429193,0.96402834,60489.38677
4201,59,F,Collinberg,Medium,Clinical biochemist,High School,Divorced,3,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,15,8,TRUE,TRUE,0.196428572,10,1,30,971.2769416,29130,2022-02-19,2023-09-16,3.020402728,3.441804383,2.39735417,4,79,2021-06-07,9,0.7115392,3.264823881,Neutral,,Fees,Medium,76.94561952,942.9076453,165880,26.87420928,2023-06-22,Debit,2022-02-19 00:00:00,0.153189884,4.42071853,3.75733246,0.352022452,82259.51333
4202,71,M,Audreymouth,Low,Copy,PhD,Divorced,7,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,8,FALSE,FALSE,0.98409303,13,2,1,500.545216,500,2023-12-07,2023-05-09,1.464189718,4.683179651,1.849746908,9,47,2022-02-12,15,0.779516596,2.331297134,Negative,Budgeting Tools,App Issues,Medium,81.12245834,909.7182685,444873,0.889199662,2023-12-29,Transfer,2023-12-07 00:00:00,0.551042409,0.355503901,11.48523788,0.496524136,27634.97377
4203,33,M,New Eduardo,Low,Colour technologist,Bachelor,Single,6,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,53,1,FALSE,FALSE,0.016294195,18,4,538,585.8029895,314730,2023-10-30,2023-12-09,3.740260652,2.354546356,2.700761117,7,13,2023-09-15,9,0.723592698,4.23537218,Neutral,Budgeting Tools,Customer Service,Medium,60.97877173,851.9288224,149392,1.965476482,2023-12-22,Debit,2023-10-30 00:00:00,0.372933307,9.07737839,1.896596553,0.392899858,40013.47355
4204,35,Other,Johnsonton,High,"Engineer, electronics",High School,Married,1,Branch,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,14,6,FALSE,TRUE,0.748526026,14,1,199,885.7839912,176115,2023-05-10,2023-10-29,2.17622461,3.207206015,1.984921871,4,86,2023-09-23,7,0.869814889,3.029160929,Neutral,International Transfers,Fees,High,7.34107682,568.8916244,359969,29.81144869,2023-11-16,Debit,2023-05-10 00:00:00,0.194662219,9.121555511,2.455170561,0.544209008,94351.0419
4205,76,M,Port Sarahport,Medium,"Psychologist, clinical",High School,Married,4,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,8,FALSE,TRUE,0.042443385,9,2,263,528.7302896,138864,2021-11-03,2021-02-14,1.919560011,4.081384221,1.184571583,7,30,2022-05-26,5,0.560624527,1.897796141,Positive,Budgeting Tools,App Issues,High,39.42375848,645.8052368,113512,14.71608219,2021-12-21,Credit,2021-11-03 00:00:00,0.58254174,8.664671078,12.72867231,0.682512607,49042.90699
4206,33,Other,West Feliciashire,Medium,"Lecturer, further education",Bachelor,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,24,8,TRUE,TRUE,0.610872516,3,6,365,80.76526344,29200,2021-07-17,2021-12-08,2.218370537,1.484807713,4.869189039,10,-93,2021-01-12,7,0.727260725,4.322077529,Neutral,International Transfers,Customer Service,High,11.57001533,754.9312619,147127,4.060066254,2022-10-19,Transfer,2021-07-17 00:00:00,0.709432447,9.424625673,14.05448917,0.958522669,81398.40692
4207,23,Other,North Tyler,Low,"Nurse, learning disability",Bachelor,Divorced,5,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,15,1,TRUE,FALSE,0.42004367,6,1,5,741.023633,3705,2021-12-30,2022-07-16,2.837383272,2.417058754,1.244364816,10,-61,2023-03-05,3,0.895920977,4.656125328,Positive,Investment Analytics,,Medium,42.170501,187.0578711,963901,13.35636154,2022-08-12,Debit,2021-12-30 00:00:00,0.192147501,9.051923449,4.945907455,0.063261212,5322.851365
4208,74,F,New Samantha,Medium,Market researcher,High School,Married,4,Marketing,Regular,FALSE,TRUE,FALSE,FALSE,TRUE,2,43,8,FALSE,FALSE,0.632823208,5,5,596,147.6139239,87612,2023-09-02,2021-09-22,4.550443142,1.544198014,2.925823716,10,-71,2021-12-28,13,0.610187434,1.733939457,Neutral,Budgeting Tools,Fees,Low,89.24562532,958.9490348,251193,3.135201898,2023-12-18,Debit,2023-09-02 00:00:00,0.904237767,0.206517649,13.97484313,0.468202561,35420.98997
4209,64,M,Mcfarlandside,Low,Seismic interpreter,High School,Widowed,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,94,9,TRUE,TRUE,0.761958391,0,9,882,349.5609205,307818,2021-03-21,2022-08-17,3.749583434,4.358892155,2.911768596,6,-89,2023-02-11,3,0.718509577,3.203440227,Positive,,,High,33.89907404,704.0904228,403605,29.43628234,2021-07-26,Debit,2021-03-21 00:00:00,0.565041381,5.27247703,2.427139421,0.073618907,71846.75258
4210,65,M,Bowersville,Medium,"Therapist, nutritional",Bachelor,Widowed,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,6,TRUE,TRUE,0.033200416,19,4,448,846.0130404,379008,2023-12-25,2021-04-04,1.709510183,4.087768536,1.741555489,6,76,2021-03-31,1,0.645520487,4.389453482,Positive,Investment Analytics,App Issues,Medium,42.01998611,113.4402735,833617,21.54998903,2023-12-28,Debit,2023-12-25 00:00:00,0.092055323,6.145417456,10.65345092,0.715831154,91424.25978
4211,59,Other,West Johnberg,Medium,"Nurse, children's",High School,Married,3,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,32,7,TRUE,TRUE,0.52126057,10,2,860,284.8708837,244240,2023-10-28,2021-05-05,3.690621761,2.26675472,3.310054518,7,15,2022-09-12,5,0.723704685,4.462708275,Neutral,Budgeting Tools,Customer Service,High,75.82348486,553.9909233,122063,5.952530159,2023-12-05,Debit,2023-10-28 00:00:00,0.478869198,7.236894474,8.224386562,0.705916194,17563.15262
4212,77,F,Port Travis,Medium,Energy manager,High School,Widowed,3,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,83,6,FALSE,TRUE,0.942339775,18,7,23,935.1856641,21505,2021-08-29,2022-01-25,1.612544483,1.117156083,4.297653168,4,2,2022-01-10,11,0.525212349,3.331072626,Neutral,Investment Analytics,Transaction Delays,High,24.43639378,236.5754129,573256,16.85221496,2022-06-11,Transfer,2021-08-29 00:00:00,0.686707501,6.598040757,8.249082814,0.781070173,71688.9369
4213,21,F,Williamston,Medium,Lawyer,Bachelor,Single,6,Marketing,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,25,5,FALSE,FALSE,0.217783244,2,5,648,817.0673077,529416,2021-07-10,2023-03-26,2.274504677,2.638345532,4.505461911,4,-84,2022-04-03,19,0.737599487,3.128204883,Neutral,Investment Analytics,Transaction Delays,Medium,82.96471498,249.1329169,746184,21.72681554,2023-12-14,Transfer,2021-07-10 00:00:00,0.016081269,6.915753963,0.904379397,0.374492301,4356.132485
4214,19,M,Cochranshire,Medium,Television floor manager,Bachelor,Married,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,1,TRUE,FALSE,0.077468345,2,8,431,968.4881902,417208,2023-09-15,2023-10-11,2.852564059,1.06946429,2.463431385,4,-35,2022-11-28,12,0.70333062,1.188583219,Neutral,,Customer Service,High,97.15634997,718.839828,659308,22.19412374,2023-10-30,Transfer,2023-09-15 00:00:00,0.085464672,6.436652454,2.860516375,0.716584417,5087.863355
4215,76,Other,Port Aprilmouth,High,Leisure centre manager,Master,Married,6,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,39,2,TRUE,TRUE,0.770965008,0,0,208,113.8047914,23504,2021-09-24,2023-12-27,3.544628433,2.168647651,1.776757334,9,23,2023-10-08,14,0.968756191,3.924445583,Negative,,Customer Service,High,96.17794044,430.5421906,118195,9.017445475,2023-01-09,Credit,2021-09-24 00:00:00,0.738742051,1.533985431,17.46704071,0.258925786,11998.87605
4216,44,M,Shermanborough,Medium,Public affairs consultant,PhD,Married,7,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,70,2,FALSE,TRUE,0.741441791,9,2,169,301.752909,50869,2021-01-03,2023-11-18,2.880317063,1.841033921,3.027851773,8,-78,2022-04-14,12,0.626976899,1.731690965,Neutral,Investment Analytics,App Issues,Medium,4.895244335,120.2532212,661401,2.284771296,2023-08-06,Debit,2021-01-03 00:00:00,0.266871329,5.548943784,19.47339902,0.904590008,53904.86302
4217,44,M,Lukemouth,Medium,"Accountant, chartered",Bachelor,Single,7,Marketing,VIP,FALSE,FALSE,TRUE,FALSE,FALSE,1,44,9,FALSE,FALSE,0.390154504,13,9,944,793.2695629,748592,2023-06-03,2021-06-03,3.334143287,1.933778951,1.487050105,7,66,2023-06-30,16,0.629522605,4.536425629,Neutral,Mobile Deposit,Transaction Delays,Medium,48.20807613,160.6844301,513705,26.39820379,2023-09-20,Credit,2023-06-03 00:00:00,0.356754308,4.503647919,4.050691219,0.046142603,42258.19949
4218,24,M,West Sheryl,Low,"Surveyor, building control",Bachelor,Single,5,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,94,6,TRUE,TRUE,0.830247207,16,7,838,676.7115361,566488,2023-12-06,2021-12-05,3.731038418,3.758584987,4.401051014,5,26,2021-08-26,17,0.575281658,4.15447441,Neutral,Investment Analytics,Transaction Delays,Medium,23.58898844,97.93431717,423414,27.92888812,2023-12-11,Credit,2023-12-06 00:00:00,0.31807322,9.930766289,15.78185374,0.963917191,31881.06196
4219,80,M,Powellfurt,Medium,Planning and development surveyor,Bachelor,Married,2,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,80,3,TRUE,TRUE,0.543901091,1,0,459,766.2354511,351594,2023-05-12,2023-06-16,4.846862482,3.834848078,2.841116031,5,-74,2021-07-27,11,0.624845585,4.97628125,Neutral,International Transfers,,Medium,2.176336101,39.99453178,648267,16.27570503,2023-10-31,Debit,2023-05-12 00:00:00,0.342730429,6.511910417,19.27466271,0.034442462,40756.65354
4220,63,Other,South Andrewville,Low,Careers information officer,PhD,Divorced,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,42,3,TRUE,FALSE,0.475360298,13,7,333,873.7069488,290709,2023-01-29,2023-11-10,4.623218974,3.825234263,4.558889777,9,84,2021-12-03,0,0.971687729,3.184233311,Negative,Budgeting Tools,Customer Service,Low,43.08291422,843.8756161,929465,25.93694531,2023-08-28,Debit,2023-01-29 00:00:00,0.528190523,8.824519881,8.65359173,0.693182205,48645.50765
4221,80,F,Annafurt,Low,"Teacher, secondary school",Master,Divorced,6,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,71,2,FALSE,FALSE,0.821855264,4,9,194,279.5243493,54126,2021-03-30,2023-02-26,3.026191962,4.280612765,1.150691234,7,-82,2021-10-13,9,0.813742524,2.853553886,Negative,International Transfers,Customer Service,Low,68.64527393,65.98262282,171112,16.2216939,2023-09-27,Credit,2021-03-30 00:00:00,0.100209274,1.219265458,15.41499885,0.301962218,94568.17409
4222,29,M,Tylerport,High,Travel agency manager,High School,Widowed,7,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,22,7,TRUE,FALSE,0.098139923,6,4,945,972.651206,918540,2023-12-22,2023-03-11,3.97117763,4.173579169,4.383652796,5,71,2021-09-28,1,0.507794355,2.218123124,Negative,Mobile Deposit,Fees,High,3.523700617,500.4479368,687833,7.839661554,2023-12-24,Debit,2023-12-22 00:00:00,0.826996137,3.081956113,12.41568494,0.292054871,7736.302679
4223,30,M,New Marieborough,High,Engineering geologist,PhD,Single,2,Marketing,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,46,1,FALSE,FALSE,0.22389986,14,7,386,761.8856146,293746,2023-05-29,2023-04-01,2.754940727,3.508742477,2.038438803,5,21,2021-02-18,10,0.517217386,1.157527825,Neutral,International Transfers,,Low,57.17095824,42.20802056,581467,19.72609487,2023-09-05,Debit,2023-05-29 00:00:00,0.3111739,7.671254639,4.515726449,0.284733822,66991.36413
4224,60,M,West Patriciashire,Medium,Broadcast presenter,Bachelor,Widowed,5,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,43,1,TRUE,TRUE,0.444135635,18,9,319,948.3568488,302412,2022-04-15,2022-07-11,4.864155121,1.907816211,4.822001863,1,-35,2023-06-17,14,0.513493618,3.541210272,Positive,Budgeting Tools,Customer Service,Low,7.848746295,744.5929907,615569,16.98292827,2022-12-21,Credit,2022-04-15 00:00:00,0.743863107,7.616520529,12.13366382,0.831260922,19769.03536
4225,34,M,Lake Lee,High,Games developer,Bachelor,Widowed,4,Referral,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,81,3,TRUE,FALSE,0.085433076,5,6,909,117.8389976,106353,2023-09-15,2022-02-28,1.310782671,2.414472835,1.308600245,8,-69,2023-10-14,16,0.626538654,4.78866904,Positive,Budgeting Tools,App Issues,Low,63.88807145,64.83870686,866508,27.19465289,2023-11-04,Credit,2023-09-15 00:00:00,0.644900117,1.479753648,13.066797,0.133092665,96607.99896
4226,80,F,New Anthonyport,Low,Media planner,Master,Married,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,1,FALSE,TRUE,0.995871593,19,8,723,562.3011989,406326,2023-02-20,2022-01-12,1.820777928,2.646964572,4.354184538,3,-68,2023-01-21,1,0.528775009,2.892277357,Neutral,Budgeting Tools,Fees,Medium,49.51677266,68.31198849,335539,28.25182664,2023-10-05,Credit,2023-02-20 00:00:00,0.724659993,5.810103093,19.35887908,0.434993756,62097.87999
4227,53,F,Lopezside,Premium,Sub,Master,Divorced,4,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,11,3,FALSE,FALSE,0.313531001,3,6,929,818.2330861,759922,2022-12-19,2021-01-08,2.034153878,3.827789382,3.135444938,7,70,2023-05-31,10,0.533536219,2.176890319,Negative,Mobile Deposit,Customer Service,High,67.55460848,369.0500185,990249,13.17796866,2023-09-20,Transfer,2022-12-19 00:00:00,0.583974969,2.557725226,2.553802505,0.827683832,50573.85821
4228,25,F,Port Marciachester,Low,Hydrogeologist,Master,Widowed,3,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,93,9,TRUE,TRUE,0.947744552,13,3,741,98.34305039,72618,2021-07-20,2021-11-24,2.12779182,3.145594542,1.77636359,1,-78,2021-02-12,3,0.718906907,3.715214992,Neutral,,Customer Service,High,11.75686087,367.4379216,947885,5.198425239,2022-06-05,Credit,2021-07-20 00:00:00,0.419246164,6.199566938,16.88860365,0.961458922,73985.25084
4229,53,F,New Nathan,High,Energy engineer,High School,Married,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,7,TRUE,TRUE,0.474451609,0,0,375,490.5633644,183750,2023-05-22,2022-03-23,2.098638854,3.969513159,2.724797178,10,-87,2023-12-12,2,0.503838344,3.857864338,Positive,Mobile Deposit,Transaction Delays,High,68.37601022,274.4860149,77125,23.59635346,2023-11-16,Transfer,2023-05-22 00:00:00,0.056759842,1.423497832,7.864114113,0.16260552,72456.45781
4230,45,M,East Coreyburgh,Low,Futures trader,PhD,Single,3,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,78,9,FALSE,FALSE,0.924518558,7,1,281,799.711512,224519,2021-10-02,2021-01-19,3.418420898,1.635502421,2.214076915,2,84,2023-01-25,13,0.508232221,3.863245881,Positive,,App Issues,High,25.96255143,946.1075606,419477,6.995329433,2021-11-13,Transfer,2021-10-02 00:00:00,0.435233115,4.002107107,16.96721398,0.36847582,56005.00836
4231,64,Other,Lake Luke,High,Land,PhD,Widowed,1,Online,Regular,FALSE,FALSE,FALSE,FALSE,TRUE,1,81,7,TRUE,FALSE,0.439984928,19,1,880,58.90536798,51040,2022-06-06,2023-11-17,4.575056642,1.929332548,1.953108243,6,-3,2021-08-06,19,0.809920614,4.832121636,Neutral,Budgeting Tools,Customer Service,High,1.251260774,332.9893654,695350,17.49874817,2023-11-09,Transfer,2022-06-06 00:00:00,0.011230618,2.414751825,3.179536952,0.884470271,6981.494237
4232,47,F,South Jamie,Medium,Occupational psychologist,Master,Divorced,5,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,88,9,TRUE,FALSE,0.814724617,5,0,998,720.3842839,718560,2023-09-05,2023-07-22,1.269141395,1.228935937,3.486440734,6,84,2023-05-08,16,0.848827919,1.488210417,Positive,,Fees,Medium,88.32498365,129.7059322,19426,20.05770972,2023-11-22,Transfer,2023-09-05 00:00:00,6.04578E-05,4.672770531,7.849216255,0.739401565,5827.223708
4233,40,F,North Sandraborough,Low,Network engineer,High School,Single,6,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,3,FALSE,FALSE,0.751098606,14,9,238,968.7473242,230384,2022-04-22,2023-10-29,4.328193956,3.340536223,3.701616206,6,85,2023-08-29,5,0.982414255,4.246196922,Negative,Budgeting Tools,,High,37.70681851,959.9136411,444350,25.47168862,2023-11-10,Transfer,2022-04-22 00:00:00,0.248040888,3.58232212,15.40026491,0.390691784,61546.95407
4234,33,M,West Adambury,High,Environmental consultant,PhD,Married,2,Referral,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,87,7,FALSE,FALSE,0.946895282,5,6,616,65.60317964,40040,2021-06-21,2023-12-12,2.200754664,4.86075694,1.425858066,7,89,2021-03-10,12,0.741881332,1.329466294,Neutral,,App Issues,High,92.07496846,627.8474369,77984,6.22001796,2023-12-15,Transfer,2021-06-21 00:00:00,0.786107459,8.379954153,6.191999012,0.531777226,24919.62087
4235,31,M,Traceyfurt,Low,Chartered accountant,Bachelor,Single,4,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,6,FALSE,TRUE,0.637451541,14,3,850,918.7513723,780300,2022-08-04,2022-06-15,3.35724244,3.173848338,3.90107597,2,-61,2022-07-26,17,0.784055339,3.808802,Positive,Mobile Deposit,Customer Service,High,52.8355751,10.25731881,425423,25.05165053,2023-12-17,Credit,2022-08-04 00:00:00,0.23703316,8.132192868,6.643008279,0.02752178,51700.13096
4236,69,M,West Samantha,High,"Buyer, industrial",Bachelor,Widowed,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,64,2,TRUE,FALSE,0.227085038,0,9,509,424.9908132,215816,2023-04-17,2022-09-14,3.635009812,1.881813232,2.932034113,9,-57,2023-06-13,15,0.796262394,4.018619708,Neutral,Budgeting Tools,Fees,High,15.33247962,343.7895019,664401,15.32694414,2023-12-26,Debit,2023-04-17 00:00:00,0.721007554,8.118983111,18.92527145,0.00346572,47307.38867
4237,54,M,Williamsberg,High,Environmental health practitioner,Bachelor,Single,1,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,26,6,TRUE,FALSE,0.541901623,9,6,541,33.9717563,17853,2022-06-12,2022-03-28,3.247606711,3.465540601,3.120354193,2,-54,2023-05-15,4,0.874132353,2.617619738,Neutral,International Transfers,App Issues,High,73.86789429,901.6048243,876880,15.93166496,2023-03-10,Debit,2022-06-12 00:00:00,0.551669887,1.837144324,2.490123932,0.902755498,80464.1485
4238,46,Other,New Elizabeth,Medium,Special effects artist,PhD,Single,5,Branch,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,19,3,TRUE,TRUE,0.145874719,3,7,549,354.6462951,194346,2022-01-23,2022-08-30,1.377227058,3.719989619,3.9748783,10,-17,2021-05-18,0,0.707647868,3.874760384,Negative,Investment Analytics,,High,96.47939318,571.0917495,9363,28.07944912,2023-06-14,Transfer,2022-01-23 00:00:00,0.72254947,3.472240618,10.54093971,0.26382436,78090.25904
4239,84,Other,Beckerport,Medium,Statistician,Master,Single,5,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,17,2,FALSE,FALSE,0.33487007,13,5,843,311.0006399,262173,2021-01-12,2022-07-04,2.935672219,3.311416712,2.727254127,1,7,2021-05-14,9,0.992515561,1.814773958,Positive,,App Issues,High,70.08403081,324.6898248,1869,11.42936123,2023-02-17,Credit,2021-01-12 00:00:00,0.129158258,3.555911916,11.25601354,0.769917388,78305.32478
4240,32,F,Lake Jill,Low,Metallurgist,Bachelor,Divorced,5,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,63,5,TRUE,TRUE,0.789187937,11,7,237,256.465643,60672,2021-01-15,2021-09-01,1.25117462,2.488300876,3.37419909,9,-55,2021-06-28,4,0.749478339,1.130266334,Positive,International Transfers,,Medium,88.52437326,172.6457283,186762,0.889265648,2022-07-27,Transfer,2021-01-15 00:00:00,0.237633155,9.148452579,10.47516803,0.145035234,80510.17355
4241,64,Other,Roberttown,High,Art therapist,Master,Widowed,2,Branch,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,8,5,FALSE,TRUE,0.013967926,19,1,681,830.3937506,565230,2023-12-07,2021-12-17,1.010314648,4.318977077,3.052154303,9,5,2022-06-23,6,0.56383931,1.711627858,Negative,Budgeting Tools,,High,15.31416326,714.6816839,947857,7.960494634,2023-12-28,Transfer,2023-12-07 00:00:00,0.679234882,4.798539308,9.122462742,0.813491824,45689.12585
4242,63,F,Colonfurt,Medium,"Engineer, energy",High School,Married,6,Online,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,73,2,FALSE,FALSE,0.620864163,15,0,367,457.8357337,167719,2021-08-30,2022-04-04,1.806829841,2.966344603,1.474962422,7,15,2023-01-03,9,0.873828354,1.551106335,Neutral,Budgeting Tools,,Medium,14.77499933,560.1270816,986466,23.00251844,2022-06-19,Credit,2021-08-30 00:00:00,0.789511134,3.779706967,14.6002451,0.626482409,74105.06772
4243,69,F,Meganborough,Medium,Housing manager/officer,Bachelor,Divorced,3,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,24,3,TRUE,TRUE,0.692986339,19,8,749,315.0337086,235935,2023-12-01,2021-04-04,2.189825122,4.956435567,2.710816781,6,-48,2023-08-31,1,0.759744323,4.359355612,Negative,,Fees,Medium,5.779127266,788.8898626,581808,25.49991446,2023-12-21,Transfer,2023-12-01 00:00:00,0.576349792,4.444896269,19.33529413,0.09026635,94243.45709
4244,36,Other,Kingtown,Premium,"Education officer, museum",High School,Widowed,1,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,0,8,TRUE,FALSE,0.899790857,6,8,343,317.0072579,108731,2021-01-15,2023-12-29,3.746092261,1.973433328,4.34455845,1,-72,2023-04-02,0,0.825005319,2.085899288,Negative,Investment Analytics,Fees,Medium,46.28198473,600.8403258,759514,15.09454906,2022-05-20,Credit,2021-01-15 00:00:00,0.02196998,7.309116575,2.421753723,0.217547697,30048.56993
4245,38,F,Williamsmouth,Medium,"Engineer, aeronautical",Master,Married,2,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,58,5,TRUE,FALSE,0.756466012,6,8,599,992.1869927,594208,2023-02-08,2022-05-03,2.537235213,1.893005149,1.119972172,10,76,2023-11-05,6,0.757047656,3.895002313,Positive,Investment Analytics,Customer Service,Medium,24.83850384,805.3297782,71310,14.01271861,2023-07-04,Debit,2023-02-08 00:00:00,0.956697699,1.963514029,6.020027599,0.443916547,11015.83427
4246,81,M,Lake Hannah,Premium,Orthoptist,PhD,Married,4,Branch,VIP,FALSE,FALSE,TRUE,TRUE,TRUE,3,35,8,FALSE,TRUE,0.402822511,6,3,547,622.6300177,340234,2022-02-25,2022-08-21,2.957438477,1.300804348,1.134403612,10,-48,2022-05-14,1,0.825386947,4.325567833,Neutral,Budgeting Tools,Fees,Medium,80.8080822,269.3302415,889494,10.60996978,2023-07-24,Credit,2022-02-25 00:00:00,0.754740946,8.245913533,7.931157438,0.733881775,97764.14792
4247,54,F,Lake Dannyburgh,High,"Designer, industrial/product",Master,Married,2,Marketing,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,17,4,FALSE,FALSE,0.765578005,5,8,3,51.1787436,153,2022-10-09,2021-03-22,3.39353177,2.595692935,4.716840248,10,36,2021-10-09,9,0.726473098,4.81986074,Neutral,Investment Analytics,,Medium,14.78879463,192.7155744,14297,24.86571331,2023-10-08,Debit,2022-10-09 00:00:00,0.988265272,9.860862709,9.164797831,0.929739146,97217.64697
4248,44,M,Jonesside,Medium,Control and instrumentation engineer,Bachelor,Widowed,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,4,FALSE,FALSE,0.625478749,18,8,175,889.0407301,155575,2023-04-18,2021-10-31,1.136637273,1.993816633,4.280621957,1,-28,2021-09-05,13,0.69534247,4.300864348,Negative,International Transfers,Transaction Delays,High,98.49226644,614.4388222,413327,12.46834507,2023-10-06,Credit,2023-04-18 00:00:00,0.461018993,8.694654657,17.20174873,0.087711402,68813.73409
4249,72,Other,Garyview,Medium,Analytical chemist,Bachelor,Married,4,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,78,6,FALSE,FALSE,0.586750843,14,4,190,729.4175246,138510,2023-01-12,2022-07-23,2.391548794,4.332919663,1.014138987,1,-76,2021-02-19,3,0.594431426,4.37506288,Positive,Mobile Deposit,Fees,Medium,65.82908083,730.7723829,950392,7.424783693,2023-03-23,Debit,2023-01-12 00:00:00,0.008539621,8.666548643,14.19081068,0.813303083,99317.69237
4250,46,Other,Mitchellport,High,Fish farm manager,Master,Married,5,Online,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,32,5,TRUE,TRUE,0.073742763,9,0,786,219.6081439,172134,2021-08-07,2021-09-30,2.707401512,3.07981862,4.738177887,7,-54,2021-11-28,1,0.665864465,2.375360026,Negative,International Transfers,Customer Service,Low,31.51241988,971.7111727,538632,21.731918,2023-03-31,Credit,2021-08-07 00:00:00,0.242193164,1.470724208,18.82159194,0.855080823,61071.69114
4251,37,F,Melissaview,Medium,"Engineer, broadcasting (operations)",Bachelor,Divorced,2,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,21,5,TRUE,FALSE,0.539682403,11,7,313,122.4272214,38186,2021-11-13,2022-07-08,2.046690225,1.240473388,2.190978876,7,14,2021-06-26,18,0.51878129,2.15962439,Positive,Mobile Deposit,Fees,Low,95.90961767,624.2995706,206607,15.51916532,2022-11-10,Credit,2021-11-13 00:00:00,0.080335373,6.369248472,7.238182857,0.543216295,57862.44932
4252,42,M,Port Davidborough,Low,Insurance claims handler,Bachelor,Married,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,87,9,TRUE,TRUE,0.86709691,7,0,948,383.3982402,363084,2023-05-23,2021-04-16,2.50340295,2.429814364,2.801937952,3,-20,2022-01-18,1,0.747971014,2.680675699,Negative,Investment Analytics,App Issues,High,75.33040871,733.6257147,923405,2.35831435,2023-12-26,Transfer,2023-05-23 00:00:00,0.913695496,6.267506065,8.577774225,0.981844882,22276.94092
4253,80,F,New Meghanborough,Low,"Programmer, systems",High School,Single,4,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,64,6,FALSE,FALSE,0.436850944,3,2,585,215.8721544,125775,2022-06-04,2022-05-25,2.97277301,3.782455357,1.941488585,9,77,2022-02-07,2,0.715270135,3.709118226,Negative,Budgeting Tools,,Low,9.733502577,377.531076,924043,20.38060083,2022-12-15,Transfer,2022-06-04 00:00:00,0.629204729,6.886635964,6.963330464,0.79124788,13282.62776
4254,53,Other,New Wendy,High,"Horticulturist, commercial",PhD,Divorced,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,10,3,FALSE,TRUE,0.704158007,6,2,560,704.811142,394240,2022-06-20,2022-03-07,3.353632584,2.943436624,1.707491276,8,-30,2023-07-03,15,0.557796372,2.237780896,Negative,International Transfers,Transaction Delays,Low,89.57961919,703.4920513,957375,12.33245353,2023-09-19,Debit,2022-06-20 00:00:00,0.531043247,8.43054733,1.963257181,0.883739093,71168.36685
4255,19,F,Mendozaville,High,"Education officer, museum",Master,Divorced,5,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,25,4,TRUE,FALSE,0.903737882,2,4,20,182.5659281,3640,2023-05-18,2023-12-31,2.162103463,2.407149617,1.491204802,6,-85,2023-02-04,10,0.781065671,1.118066076,Negative,International Transfers,Transaction Delays,High,64.71109732,775.504005,755202,25.59317572,2023-11-25,Transfer,2023-05-18 00:00:00,0.313604158,3.047341052,9.629778078,0.481975896,41532.16676
4256,39,F,North Marissa,Medium,Geochemist,High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,89,9,FALSE,TRUE,0.534169001,7,4,984,528.5054753,519552,2023-01-19,2021-08-26,3.791667387,1.620751206,3.787464815,5,-64,2022-06-23,10,0.946240776,3.180507916,Negative,Budgeting Tools,Customer Service,Medium,22.21847693,386.4340448,320415,28.31693961,2023-09-11,Debit,2023-01-19 00:00:00,0.233317658,4.20669975,11.89444343,0.607174982,31004.71325
4257,33,M,North Kathryn,Low,Optometrist,Bachelor,Married,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,6,TRUE,TRUE,0.088124403,12,4,209,640.7260305,133760,2022-07-19,2021-01-03,4.441910473,3.662199505,1.056223419,2,21,2023-09-06,19,0.755601265,1.133521473,Neutral,,,High,2.964134626,873.5200443,17371,28.96149516,2023-04-04,Debit,2022-07-19 00:00:00,0.755217047,8.388721015,9.596777301,0.87656719,73286.01347
4258,35,Other,East Ryanstad,High,"Engineer, maintenance (IT)",High School,Single,3,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,96,8,TRUE,FALSE,0.05424915,12,3,109,672.3597182,73248,2023-03-25,2022-12-13,1.533321484,1.711034369,2.555576294,7,-83,2021-05-17,5,0.524359692,4.125967029,Positive,Mobile Deposit,Fees,Low,80.22677128,619.0012203,562683,29.66844044,2023-04-08,Debit,2023-03-25 00:00:00,0.260215405,8.663768957,16.52795579,0.058437413,46859.42185
4259,71,F,Rodgersmouth,Premium,Clinical cytogeneticist,PhD,Single,2,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,62,7,TRUE,TRUE,0.797704216,15,0,908,768.0904123,697344,2022-02-22,2023-01-26,2.160852258,4.481029185,2.817888322,8,66,2022-01-15,3,0.707873319,1.48579705,Neutral,Budgeting Tools,Customer Service,High,47.05930798,40.60259069,680774,25.68638218,2022-10-25,Credit,2022-02-22 00:00:00,0.629943031,5.377076071,6.049601318,0.661968346,28252.63179
4260,47,M,Lake Sarahborough,Low,Advertising account executive,Master,Married,4,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,77,1,FALSE,FALSE,0.032703134,15,3,417,507.8879556,211419,2023-04-27,2022-10-27,2.384924346,4.957320406,2.171674757,1,83,2023-04-27,14,0.956158396,4.657348477,Negative,International Transfers,,High,12.70976683,255.177407,350311,10.96764938,2023-08-26,Debit,2023-04-27 00:00:00,0.416877141,3.31991893,18.04012851,0.487810818,30122.60239
4261,62,F,Lake Louis,Low,Illustrator,PhD,Married,1,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,87,1,FALSE,FALSE,0.998917482,1,9,127,218.9889625,27686,2023-09-16,2021-06-20,1.421281085,3.210772471,2.001091502,5,-19,2021-08-26,9,0.976218663,3.178383626,Negative,Investment Analytics,Fees,High,59.6917762,724.1157638,56672,7.724510355,2023-11-04,Transfer,2023-09-16 00:00:00,0.608714801,6.319448517,3.730678492,0.989236348,61941.10125
4262,36,M,East Matthewview,High,Exhibition designer,PhD,Widowed,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,37,7,TRUE,FALSE,0.127508887,2,7,966,346.1097856,334236,2022-01-02,2022-06-25,3.445355508,1.46848311,3.458168498,5,35,2021-03-23,16,0.923026331,3.559244352,Neutral,Mobile Deposit,Fees,Low,80.67270622,516.4315335,682394,6.083340745,2023-04-23,Debit,2022-01-02 00:00:00,0.487881874,1.116305907,13.15513744,0.521008402,24905.09421
4263,51,M,West Steven,High,"Production designer, theatre/television/film",High School,Single,6,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,48,2,TRUE,FALSE,0.775137936,14,4,606,385.90418,233310,2023-01-29,2021-10-01,1.84275101,3.742171747,4.313110684,6,12,2022-04-21,4,0.71550408,2.482927814,Positive,Budgeting Tools,,Medium,65.73537995,446.7216144,844907,22.16889728,2023-08-31,Debit,2023-01-29 00:00:00,0.202844214,6.464513492,9.150525822,0.201057728,84091.84275
4264,30,F,South Normanport,High,TEFL teacher,High School,Divorced,6,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,16,9,TRUE,FALSE,0.867716617,16,6,70,690.5460517,48300,2023-09-18,2023-04-17,4.627828887,1.531579205,3.022504049,6,-44,2022-02-19,0,0.689680225,3.602294709,Neutral,Mobile Deposit,App Issues,Low,83.08308355,969.6672256,777281,19.21523956,2023-11-28,Credit,2023-09-18 00:00:00,0.26062855,7.57343117,10.17931794,0.235732837,61241.5746
4265,60,Other,East Jackborough,Premium,Pathologist,PhD,Widowed,4,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,56,9,FALSE,FALSE,0.306428572,1,0,944,629.5797313,593776,2022-06-04,2022-08-27,1.551841,4.607591231,3.847124438,8,-12,2021-10-29,9,0.64347092,2.01502236,Negative,Budgeting Tools,Customer Service,High,65.40316134,406.7305716,995059,17.29136914,2023-10-03,Credit,2022-06-04 00:00:00,0.902547271,1.865730707,7.424611981,0.892589614,94338.53281
4266,79,Other,Dianemouth,High,Retail merchandiser,Bachelor,Widowed,3,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,13,2,FALSE,TRUE,0.541623205,16,4,279,500.0730506,139500,2022-09-21,2022-10-27,3.906470773,3.343867776,3.924648153,6,-81,2022-09-08,12,0.571567017,4.250944397,Negative,,Fees,Medium,99.9772077,129.3543664,225435,12.36570079,2023-02-12,Debit,2022-09-21 00:00:00,0.00810372,0.910297438,3.411088609,0.109175303,88014.32382
4267,39,M,Port Scottbury,Medium,Occupational hygienist,Master,Divorced,2,Referral,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,82,9,TRUE,FALSE,0.952375464,5,9,46,478.6366268,21988,2022-12-07,2021-04-28,3.629530366,4.201400888,4.629390441,6,-44,2021-09-30,14,0.950364612,2.284481105,Positive,,App Issues,Low,40.5546772,371.1650386,547200,23.10786909,2022-12-19,Transfer,2022-12-07 00:00:00,0.125182168,3.133354376,3.731645596,0.290143912,84893.58698
4268,69,Other,Angelaberg,High,"Sound technician, broadcasting/film/video",Bachelor,Widowed,1,Branch,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,7,9,TRUE,FALSE,0.955154902,10,7,647,69.55661565,44643,2023-03-27,2021-01-22,2.874202894,3.499608168,3.934285676,5,16,2023-03-12,0,0.839474744,3.54748519,Negative,International Transfers,Transaction Delays,Low,18.09930988,964.9872011,385262,12.17013329,2023-08-09,Debit,2023-03-27 00:00:00,0.19414859,8.240123462,2.242405039,0.037607322,20029.8001
4269,69,M,Brianland,High,Air broker,Bachelor,Married,2,Branch,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,55,6,TRUE,FALSE,0.930111934,4,4,26,692.7549056,17992,2021-10-10,2022-12-30,3.065624507,3.103993318,2.083650713,8,28,2021-01-23,10,0.910894064,3.885795051,Positive,International Transfers,Transaction Delays,Medium,83.50787887,896.6795805,995886,13.44722621,2022-03-12,Transfer,2021-10-10 00:00:00,0.031514432,4.783658548,4.397100832,0.798111906,61494.13379
4270,53,Other,Holmestown,Premium,Amenity horticulturist,Master,Divorced,4,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,5,TRUE,TRUE,0.274906687,5,0,195,806.0863704,157170,2021-09-01,2022-03-26,1.638360577,3.100907471,1.759335767,7,9,2023-02-01,11,0.549848445,2.266674186,Positive,International Transfers,Fees,Low,42.45376733,843.4299172,260884,10.06652944,2021-09-24,Debit,2021-09-01 00:00:00,0.459843437,8.573979897,0.372948418,0.919165155,83527.4107
4271,36,F,Lake Sarah,Medium,Sub,High School,Divorced,3,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,43,2,TRUE,FALSE,0.05954333,2,1,825,889.675142,733425,2022-04-16,2022-07-27,1.115338278,3.957660793,4.632406641,8,24,2021-05-03,16,0.58581983,3.556789512,Negative,Investment Analytics,Fees,High,52.81803324,782.1242448,939539,14.06436127,2023-08-20,Debit,2022-04-16 00:00:00,0.483124051,1.858215748,1.134432869,0.146672142,17897.68416
4272,55,Other,Benjaminville,Medium,Interior and spatial designer,Bachelor,Single,7,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,65,6,FALSE,TRUE,0.102790019,3,5,793,30.22873192,23790,2023-07-04,2021-12-28,4.772752426,4.610262609,4.066459974,2,40,2023-11-11,2,0.517314373,2.498535257,Positive,Mobile Deposit,App Issues,Low,70.01265532,536.2399532,454153,3.694062582,2023-10-19,Debit,2023-07-04 00:00:00,0.27755096,2.399645743,7.492762897,0.618013439,94678.21995
4273,74,M,North Patrick,High,Counsellor,High School,Divorced,2,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,2,9,TRUE,FALSE,0.141876654,14,1,195,876.0643148,170820,2021-11-28,2022-06-09,1.143337675,1.875724682,3.50136872,7,-26,2021-01-25,12,0.723177192,3.170656377,Negative,Budgeting Tools,,High,10.51393999,357.7458878,94534,27.53900918,2023-03-21,Debit,2021-11-28 00:00:00,0.457551266,0.756578874,0.06889464,0.671267499,95454.96981
4274,37,M,Port Paulshire,Medium,"Teacher, adult education",Master,Widowed,3,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,52,3,FALSE,TRUE,0.671678161,16,8,719,877.265018,630563,2021-07-25,2021-02-02,3.303462076,1.45550656,4.792897339,7,-49,2021-08-19,18,0.7174644,4.142463551,Neutral,Budgeting Tools,Customer Service,High,17.34983985,786.6284409,262593,22.54152722,2022-07-23,Debit,2021-07-25 00:00:00,0.617164649,2.719791104,17.9502381,0.152282714,49816.87139
4275,26,Other,Port Jeffreyton,Medium,Health visitor,Bachelor,Single,7,Branch,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,12,3,TRUE,FALSE,0.802437314,2,8,124,666.4807832,82584,2022-03-16,2021-08-06,4.253922241,1.225551226,3.692421875,5,1,2023-12-11,15,0.916708317,3.918454508,Negative,Budgeting Tools,Transaction Delays,Low,21.83560281,226.2383189,738643,16.87110992,2022-06-06,Transfer,2022-03-16 00:00:00,0.092824303,0.844974055,17.28175069,0.276951364,74821.55991
4276,49,F,North Deborahfort,High,Museum/gallery curator,High School,Widowed,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,4,FALSE,TRUE,0.05032572,15,1,679,285.7561142,193515,2023-11-08,2023-02-22,1.020570175,4.466925631,3.541087255,6,-4,2022-06-29,11,0.514701564,1.945292479,Positive,International Transfers,App Issues,Medium,26.17538639,449.0993802,533972,25.9703496,2023-11-27,Debit,2023-11-08 00:00:00,0.44898706,4.095352018,14.50092555,0.664240574,75205.99125
4277,21,M,Campbellfurt,Medium,Television floor manager,High School,Married,2,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,81,4,FALSE,TRUE,0.890405302,15,0,580,893.5572275,517940,2023-04-01,2022-06-12,2.529134843,1.489552457,4.475583329,9,-71,2023-12-23,8,0.758391992,3.817578664,Negative,Mobile Deposit,App Issues,High,58.91510449,845.0797469,969634,4.243981924,2023-11-14,Credit,2023-04-01 00:00:00,0.245843618,0.657458032,17.57959576,0.063903856,7702.113317
4278,67,M,Kentbury,High,Arts administrator,Bachelor,Married,5,Online,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,0,1,TRUE,TRUE,0.747303702,0,6,678,354.0309144,240012,2022-11-25,2022-02-27,2.218832239,3.51480894,4.152984077,3,-20,2021-01-19,19,0.870484952,4.243139097,Positive,Investment Analytics,,Medium,78.77274865,365.7309751,79682,4.045045839,2023-05-23,Credit,2022-11-25 00:00:00,0.627499136,6.76675277,18.51930906,0.950070345,77332.72498
4279,22,M,Salazarstad,High,"Designer, ceramics/pottery",Master,Single,1,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,20,2,FALSE,TRUE,0.530285776,10,6,941,585.225873,550485,2021-04-17,2023-06-25,1.833807425,2.253011938,2.184881117,10,84,2022-09-14,17,0.819058152,1.573578425,Negative,,Transaction Delays,Low,73.42374425,722.7002045,680665,23.14910888,2021-11-07,Debit,2021-04-17 00:00:00,0.877401722,6.591384231,6.956263949,0.682546911,21825.34407
4280,37,M,Mendozaberg,Medium,Chartered public finance accountant,PhD,Single,3,Branch,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,82,6,FALSE,FALSE,0.989960319,0,2,118,446.5408672,52628,2021-11-26,2022-03-28,1.661465971,3.253119189,2.997776295,7,32,2021-10-08,19,0.982245664,1.168422389,Negative,Investment Analytics,Transaction Delays,Medium,14.38335787,453.2623655,86791,11.40370635,2022-09-27,Transfer,2021-11-26 00:00:00,0.811791355,1.408335343,8.022499431,0.410388957,81627.16342
4281,54,M,Herrerastad,Premium,"Radiographer, therapeutic",High School,Widowed,4,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,55,5,TRUE,TRUE,0.265186146,6,1,320,887.0875963,283840,2023-03-08,2022-10-27,2.507671161,1.339767113,3.630895778,8,2,2022-10-17,5,0.940075042,2.785600461,Positive,International Transfers,App Issues,High,42.58040042,148.9619867,511516,23.38903935,2023-04-22,Transfer,2023-03-08 00:00:00,0.480344414,0.108426215,18.58082223,0.468480054,26029.38868
4282,39,F,East Justin,High,Primary school teacher,Master,Married,5,Branch,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,97,4,FALSE,FALSE,0.218007835,8,8,725,265.4835147,192125,2021-01-11,2022-07-05,1.576079745,3.321274283,1.943347263,3,-79,2022-05-15,4,0.586416067,1.988156626,Negative,Investment Analytics,,Medium,76.44261107,470.4729481,998444,23.88670915,2021-06-15,Debit,2021-01-11 00:00:00,0.063345307,7.842683624,11.06757144,0.151591528,23080.6984
4283,75,Other,South Yvette,Medium,Higher education lecturer,Bachelor,Single,6,Online,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,1,9,FALSE,FALSE,0.334802855,12,8,822,337.8361465,277014,2021-07-06,2022-02-22,1.780729043,4.511777877,3.556999021,5,-50,2023-09-11,5,0.696142211,1.395291737,Positive,International Transfers,Customer Service,Low,35.533049,10.22711101,334364,27.43617603,2022-05-26,Debit,2021-07-06 00:00:00,0.651721838,6.855167825,12.71692785,0.234992641,81212.25634
4284,61,F,West Jody,Medium,Bonds trader,High School,Married,2,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,83,2,TRUE,TRUE,0.526520731,19,5,734,413.8272513,303142,2021-10-25,2023-03-21,3.188410765,2.063763095,3.94981234,9,25,2022-03-14,14,0.87339163,4.531870415,Neutral,Mobile Deposit,Fees,Low,26.31965405,768.3109398,738107,9.512900747,2023-12-06,Transfer,2021-10-25 00:00:00,0.995871708,4.27404834,17.18970165,0.92720273,72246.60654
4285,51,F,Trujilloberg,Premium,"Psychologist, occupational",High School,Married,6,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,8,FALSE,FALSE,0.386837231,5,6,199,856.2377525,170344,2023-08-24,2021-11-15,1.958617991,2.286969351,2.058954275,3,-27,2022-01-22,11,0.710678843,1.135538338,Neutral,Mobile Deposit,Fees,High,9.363577932,223.7102254,890556,1.562240344,2023-12-22,Credit,2023-08-24 00:00:00,0.63462978,9.372020758,19.82809174,0.47888253,24132.14194
4286,59,M,South Robertside,Medium,General practice doctor,High School,Married,1,Online,Regular,FALSE,FALSE,TRUE,FALSE,TRUE,2,12,4,FALSE,TRUE,0.829501098,16,1,397,325.0092802,129025,2023-06-11,2023-07-03,1.308829836,1.872448549,2.079073187,3,1,2023-08-31,1,0.711406138,2.334072494,Negative,Mobile Deposit,Transaction Delays,High,58.78649168,377.5173704,804263,14.50913399,2023-12-24,Credit,2023-06-11 00:00:00,0.029160519,6.08967638,11.93764349,0.205024961,34909.8091
4287,26,F,South David,Medium,Emergency planning/management officer,Master,Widowed,2,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,13,9,FALSE,TRUE,0.89449043,19,5,178,295.7497242,52510,2021-06-30,2022-04-20,4.459587023,1.519346498,4.973474398,3,28,2023-09-07,2,0.60640791,4.090447108,Positive,,Transaction Delays,High,24.38830276,355.8133921,1621,2.467121806,2022-01-28,Debit,2021-06-30 00:00:00,0.12702407,8.539612265,17.15798498,0.647663201,85294.09144
4288,24,M,Jaredfurt,Medium,Applications developer,High School,Widowed,2,Branch,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,75,4,TRUE,FALSE,0.966667675,5,5,43,798.1113622,34314,2021-05-12,2023-06-08,2.73349255,1.289582778,2.463075697,10,-55,2023-09-08,18,0.583009334,1.16109763,Negative,Mobile Deposit,Transaction Delays,Medium,38.56864499,501.2135702,793264,15.47180655,2023-03-10,Debit,2021-05-12 00:00:00,0.350425712,6.931631399,18.06788158,0.341714641,56849.63015
4289,36,F,Stephensonmouth,Medium,Immigration officer,High School,Married,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,56,2,TRUE,FALSE,0.818251146,1,7,135,393.8001112,53055,2022-06-23,2023-01-25,4.320176748,3.680990468,1.113919871,5,-22,2022-03-15,5,0.828557246,1.884415822,Positive,Investment Analytics,Transaction Delays,Low,45.23333141,747.86659,467476,26.08539701,2023-01-21,Credit,2022-06-23 00:00:00,0.757325361,6.794414853,19.56644084,0.850934224,62667.87839
4290,48,M,Wallacefurt,Medium,"Engineer, maintenance (IT)",Bachelor,Married,5,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,6,TRUE,FALSE,0.608112454,2,8,471,668.2624009,314628,2022-03-31,2021-10-31,1.207042494,2.385853246,1.680083167,3,-59,2021-07-22,17,0.993997988,3.4970182,Neutral,,,Low,30.50139954,658.6589401,475103,16.07536539,2022-05-30,Credit,2022-03-31 00:00:00,0.183959167,2.939520467,4.537291448,0.779260371,70340.21663
4291,52,M,Coxmouth,Premium,"Investment banker, operational",High School,Married,5,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,87,9,FALSE,TRUE,0.613615199,19,1,684,876.834918,599184,2023-01-30,2023-09-09,3.547838065,2.832323814,4.01594702,10,-59,2021-12-20,6,0.964008021,2.868172407,Positive,Budgeting Tools,Fees,Low,96.41877945,647.9095621,15096,5.593552636,2023-12-14,Transfer,2023-01-30 00:00:00,0.051078628,5.615391977,9.848342314,0.343785836,8415.944729
4292,74,F,Andersonhaven,High,Barrister,Master,Divorced,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,94,7,TRUE,FALSE,0.186491434,5,6,448,233.3077228,104384,2021-06-13,2021-07-11,4.274063955,2.2868989,3.695116828,10,-8,2023-03-06,8,0.933301839,1.350895972,Negative,International Transfers,Transaction Delays,Medium,81.89081618,959.4119291,105212,6.78439613,2023-02-05,Debit,2021-06-13 00:00:00,0.533054026,3.083797267,8.030197132,0.659934256,61875.0725
4293,78,F,East Jay,Medium,"Designer, fashion/clothing",Bachelor,Divorced,4,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,13,1,TRUE,TRUE,0.263212259,18,8,7,469.6979663,3283,2021-03-19,2023-10-13,3.785436811,3.977311938,4.339296735,6,-37,2021-05-26,2,0.990371991,2.606330205,Negative,International Transfers,Transaction Delays,High,15.80569954,82.95359897,550963,26.08949496,2021-05-17,Credit,2021-03-19 00:00:00,0.379910795,2.093258278,0.122818313,0.229650999,52614.98422
4294,48,Other,New James,Medium,Estate agent,PhD,Widowed,3,Referral,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,93,9,FALSE,TRUE,0.997259452,0,5,522,492.0902136,256824,2023-02-27,2022-01-07,4.372490042,3.730775379,3.63293883,5,48,2021-10-27,8,0.590500805,2.224768925,Negative,Mobile Deposit,Transaction Delays,Medium,11.96266491,166.8357989,511360,25.36493695,2023-03-15,Transfer,2023-02-27 00:00:00,0.256544229,0.429542304,2.74896855,0.296108109,49356.81099
4295,70,Other,Rachelside,High,Software engineer,Bachelor,Married,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,26,6,TRUE,TRUE,0.261298394,15,6,78,572.5974251,44616,2023-04-01,2023-07-30,1.4489134,3.662892147,3.430723983,7,-22,2021-09-18,11,0.716194883,3.796412526,Positive,Mobile Deposit,,Low,44.76508977,65.03097851,447821,13.89852642,2023-04-24,Debit,2023-04-01 00:00:00,0.308594594,7.264106373,1.526983246,0.92991725,31936.02663
4296,49,Other,Brooksport,Low,Medical technical officer,High School,Divorced,1,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,99,9,TRUE,FALSE,0.466873538,7,8,709,919.2873268,651571,2023-12-04,2022-01-14,1.685338791,4.063602114,3.864314372,4,96,2023-11-11,5,0.569912929,3.235111442,Negative,Budgeting Tools,Fees,High,54.22613618,292.7454306,411947,22.86755982,2023-12-22,Debit,2023-12-04 00:00:00,0.913519814,3.112594546,14.00672832,0.121888061,25616.76853
4297,83,F,South Donald,High,Art gallery manager,PhD,Single,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,2,FALSE,FALSE,0.385310068,15,9,190,980.7971236,186200,2022-08-10,2021-12-27,1.636981559,3.331877245,4.604457414,3,-82,2021-10-25,2,0.737850858,3.113000718,Positive,,Customer Service,High,19.09050401,166.0517886,109708,0.493493097,2023-10-19,Credit,2022-08-10 00:00:00,0.653037447,9.471384446,19.35073891,0.169233429,80482.41301
4298,76,F,New Deniseport,High,"Development worker, community",Bachelor,Single,6,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,7,TRUE,FALSE,0.688258451,3,3,915,803.1225487,734745,2021-04-28,2022-01-22,3.538335421,1.388993597,3.883450927,8,41,2021-05-20,3,0.542808355,4.040448516,Negative,Investment Analytics,Customer Service,High,60.4805714,346.3469275,614728,25.97391966,2022-02-06,Credit,2021-04-28 00:00:00,0.923240859,1.788567344,4.972703366,0.424017211,40999.14728
4299,27,M,Williamsborough,High,"Designer, television/film set",High School,Married,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,8,TRUE,FALSE,0.335496671,14,1,741,39.62214085,28899,2021-12-25,2023-10-02,4.98922582,2.691252668,1.428783131,1,-86,2023-09-06,12,0.838855415,1.845746527,Negative,Mobile Deposit,App Issues,Medium,53.30237876,573.545615,922708,5.904291151,2022-01-28,Transfer,2021-12-25 00:00:00,0.096382264,1.714470705,17.34972405,0.60655242,59977.04595
4300,19,Other,Andreaburgh,Medium,"Surveyor, land/geomatics",Bachelor,Divorced,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,8,FALSE,FALSE,0.682949959,13,1,33,125.8724283,4125,2023-10-10,2022-01-05,2.660519141,2.267152022,4.183012782,2,78,2023-11-18,9,0.722835388,3.481545254,Neutral,,Transaction Delays,Medium,43.34607539,147.3405065,341272,7.111893128,2023-12-01,Debit,2023-10-10 00:00:00,0.318182566,7.166467428,18.53293299,0.244837891,5180.164322
4301,83,M,Gileschester,Medium,Travel agency manager,Master,Single,4,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,55,5,TRUE,TRUE,0.960801963,0,0,318,126.488917,40068,2023-06-19,2022-08-01,4.654282948,2.369717897,4.932178083,9,-85,2021-05-29,5,0.93624894,1.758207357,Negative,Budgeting Tools,,Medium,25.44606156,131.9613065,694644,16.24822149,2023-09-22,Debit,2023-06-19 00:00:00,0.517229878,3.553545326,7.872499047,0.198418738,25614.03356
4302,77,M,South Andrew,Low,Health visitor,High School,Widowed,1,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,87,7,TRUE,TRUE,0.252386674,0,8,117,536.2957114,62712,2021-01-22,2021-02-13,4.569782655,1.783999092,1.011234396,6,-48,2021-12-04,6,0.615516549,2.992203886,Positive,Budgeting Tools,Transaction Delays,Medium,41.80498769,618.1871681,387463,13.91408937,2023-04-17,Credit,2021-01-22 00:00:00,0.662581286,6.570096076,3.24915967,0.84306133,96471.48169
4303,34,M,South Ashley,Medium,"Pharmacist, hospital",Master,Single,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,7,FALSE,FALSE,0.370677101,3,9,78,52.71098213,4056,2022-02-18,2022-09-28,4.247771114,1.644049322,2.966976317,7,-46,2022-05-21,7,0.697027265,3.865450191,Positive,International Transfers,Customer Service,Medium,94.05137347,251.8102508,258811,4.26152199,2023-02-18,Debit,2022-02-18 00:00:00,0.425315528,7.505662681,18.95013515,0.6840226,79355.28919
4304,33,M,West Tonya,Medium,"Nurse, adult",High School,Widowed,6,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,12,3,FALSE,TRUE,0.342175131,14,3,451,516.5916271,232716,2023-11-28,2021-11-30,2.91916768,2.86543017,1.145316576,2,-78,2023-04-27,5,0.500653688,3.804886213,Neutral,International Transfers,Transaction Delays,Low,41.58879191,277.9712327,353276,21.00285781,2023-12-30,Credit,2023-11-28 00:00:00,0.099648362,5.814070473,19.47578481,0.727102782,54927.15054
4305,33,Other,Lake Richard,Premium,Lexicographer,Master,Single,1,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,2,TRUE,TRUE,0.300357276,5,4,903,754.304914,680862,2022-08-09,2021-12-30,2.272789324,4.884975276,4.820611081,10,63,2023-01-11,15,0.733018449,2.817709954,Positive,Budgeting Tools,Transaction Delays,Low,75.82462863,297.8148698,121386,17.3165251,2022-10-24,Debit,2022-08-09 00:00:00,0.662984444,7.478554572,18.97776179,0.987363882,52533.15946
4306,63,M,East Robert,High,"Education officer, community",PhD,Single,4,Branch,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,20,5,FALSE,TRUE,0.270284868,3,3,542,308.9076301,166936,2022-02-03,2023-03-19,1.224040509,1.08916964,4.833995051,2,45,2022-04-07,0,0.541626968,2.043629022,Neutral,Budgeting Tools,Fees,Low,2.673246763,245.1740728,927302,27.22530397,2022-10-08,Transfer,2022-02-03 00:00:00,0.943066159,6.555107359,1.765672233,0.496709638,1902.126982
4307,56,F,Sanchezberg,Premium,"Production assistant, radio",Master,Divorced,6,Referral,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,13,4,FALSE,FALSE,0.630042681,19,3,124,474.724281,58776,2021-03-10,2022-01-20,2.91591733,2.130016623,3.519906849,6,-56,2022-06-22,15,0.965984031,1.085307898,Neutral,International Transfers,Fees,High,15.67926017,601.23986,562782,28.95197268,2022-10-25,Debit,2021-03-10 00:00:00,0.914439089,1.023178469,0.357139117,0.221948804,42690.21196
4308,48,F,Stewarthaven,High,Legal secretary,Bachelor,Single,4,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,8,TRUE,FALSE,0.548109904,3,5,859,105.6155983,90195,2023-11-12,2021-05-23,4.494478808,4.862680202,3.025506831,8,-13,2023-04-13,2,0.975786117,2.553375385,Positive,Investment Analytics,Fees,Low,25.42602361,144.9938598,91862,11.7499394,2023-12-28,Debit,2023-11-12 00:00:00,0.283769377,8.9874,7.915192348,0.624131978,94836.6417
4309,18,F,Lake Coltonland,Low,"Designer, jewellery",High School,Single,2,Referral,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,62,5,FALSE,TRUE,0.508666657,9,5,548,78.18628466,42744,2023-11-23,2021-10-21,2.924149026,2.426501428,1.134400807,5,98,2021-05-03,2,0.777051607,3.383161645,Neutral,,,Medium,66.41546339,283.8170884,346345,11.49770608,2023-12-09,Transfer,2023-11-23 00:00:00,0.844587636,3.541797731,16.48206333,0.02113462,39487.93998
4310,28,Other,North Alanton,High,"Engineer, civil (contracting)",Bachelor,Widowed,5,Online,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,42,9,FALSE,TRUE,0.80058748,6,0,870,538.4493305,468060,2022-04-20,2021-05-28,1.006513726,3.618122903,4.865693823,2,-12,2023-06-04,2,0.718545816,2.168459885,Neutral,Investment Analytics,,High,54.20571287,982.1350694,6073,25.61307709,2023-04-06,Debit,2022-04-20 00:00:00,0.723229062,5.087962159,10.68881835,0.51818523,47263.8041
4311,21,M,Melissamouth,Low,"Engineer, control and instrumentation",Master,Widowed,6,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,98,7,TRUE,TRUE,0.14653022,5,0,374,22.03385688,8228,2021-12-14,2023-05-24,4.18163635,2.070344855,4.884772526,8,72,2021-03-29,11,0.737818416,4.238878981,Neutral,Budgeting Tools,Transaction Delays,Low,59.85909125,396.0335076,806865,3.570790025,2022-08-21,Transfer,2021-12-14 00:00:00,0.632098246,2.492050862,8.241469519,0.712869339,90530.4511
4312,43,Other,Jamesberg,Medium,Contracting civil engineer,High School,Single,1,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,11,1,FALSE,TRUE,0.169725342,3,6,715,706.4076588,504790,2021-03-15,2022-05-18,1.516062347,3.168270485,3.972916526,6,-94,2022-10-19,4,0.673411379,4.374388671,Neutral,Budgeting Tools,Customer Service,High,44.51740364,521.5074014,294249,1.051379103,2022-09-03,Credit,2021-03-15 00:00:00,0.923321409,6.033656346,13.08470025,0.40775747,11481.58278
4313,67,M,West Mary,Medium,"Scientist, product/process development",Master,Married,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,2,TRUE,FALSE,0.513061065,12,0,619,150.5010625,92850,2023-01-07,2023-07-21,1.6581604,1.694122992,1.115672265,6,96,2023-03-20,12,0.718468735,2.680453483,Positive,Investment Analytics,Transaction Delays,Low,76.76458257,289.713755,78998,0.516538936,2023-06-26,Debit,2023-01-07 00:00:00,0.017287726,0.466484668,15.45337003,0.408304471,32901.58126
4314,29,Other,Cindymouth,High,"Designer, ceramics/pottery",PhD,Single,3,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,84,8,TRUE,FALSE,0.353727154,10,0,612,895.3406376,547740,2022-05-05,2023-04-05,1.935097102,3.154744544,4.184338934,10,4,2021-02-26,14,0.750616073,2.818704365,Negative,Mobile Deposit,Fees,Low,12.22558676,743.5703644,848430,28.59286829,2023-07-11,Transfer,2022-05-05 00:00:00,0.965163889,4.957411224,7.512366708,0.122582833,38588.13214
4315,82,Other,Alvarezburgh,High,Youth worker,PhD,Single,7,Branch,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,58,8,FALSE,TRUE,0.173788903,8,5,144,851.7649725,122544,2021-01-01,2021-07-25,1.777242473,2.917054492,3.247803306,4,-17,2022-01-30,6,0.981189048,1.71559607,Neutral,Mobile Deposit,Fees,High,45.82536022,536.3610938,49269,13.2031523,2023-01-19,Credit,2021-01-01 00:00:00,0.935338915,8.092301709,1.639657383,0.529934446,5519.505661
4316,64,M,Kevinside,Low,Facilities manager,PhD,Divorced,2,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,19,2,TRUE,TRUE,0.690632662,7,7,593,234.3318445,138762,2021-11-19,2023-12-15,3.866624937,4.339294089,4.886298201,1,47,2023-02-05,17,0.700161866,1.628111977,Positive,Investment Analytics,Transaction Delays,Low,72.92802806,411.9077582,263116,19.25342143,2022-07-28,Credit,2021-11-19 00:00:00,0.919064484,1.169940145,18.8491751,0.361052781,49272.89577
4317,70,Other,East Frank,Low,Acupuncturist,Master,Single,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,7,FALSE,FALSE,0.496075035,9,6,19,242.7064173,4598,2021-06-27,2021-10-09,4.762734366,4.216142604,3.728351648,9,20,2023-03-12,11,0.876031928,1.924228597,Negative,International Transfers,,High,40.53938912,978.6466776,15056,4.084094306,2022-06-12,Transfer,2021-06-27 00:00:00,0.534738881,9.970364763,11.05885655,0.794646583,70974.10201
4318,19,M,New Reneechester,Low,Copy,Master,Single,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,8,TRUE,FALSE,0.202238233,1,5,163,46.36068913,7498,2022-07-20,2021-01-25,1.468309783,1.729401138,4.823635406,3,-55,2023-07-11,12,0.866132429,2.643640559,Negative,International Transfers,Transaction Delays,High,36.88435264,37.52153968,774053,1.239095262,2023-01-20,Credit,2022-07-20 00:00:00,0.098927032,9.677647395,3.318533893,0.212746114,94755.62425
4319,41,F,New Andrea,Low,"Administrator, sports",PhD,Widowed,5,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,44,4,TRUE,FALSE,0.264405287,2,6,294,983.7502259,289002,2023-03-30,2021-07-24,2.560027348,4.761109506,1.416843121,8,-68,2022-04-06,18,0.979586619,4.886371347,Negative,Mobile Deposit,Transaction Delays,Medium,48.67633133,207.8761791,267120,26.58540491,2023-07-10,Transfer,2023-03-30 00:00:00,0.494231575,7.976333853,4.120728903,0.50818574,69956.3031
4320,21,F,Gravesview,Low,Contractor,Master,Widowed,7,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,54,3,FALSE,TRUE,0.72305266,1,1,186,64.73866112,11904,2022-12-25,2023-02-13,3.405702252,2.557731987,4.023383863,7,17,2021-09-18,2,0.52532319,3.498940375,Negative,,,High,3.660022848,936.3143893,823501,22.19154974,2023-12-06,Debit,2022-12-25 00:00:00,0.806206184,7.199639361,13.78527085,0.145568406,36226.58541
4321,36,F,North Elizabeth,High,Lawyer,Bachelor,Widowed,2,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,58,9,FALSE,TRUE,0.327473222,17,5,184,484.8354374,89056,2023-03-21,2023-02-26,2.890531925,1.202366065,4.530897437,2,-86,2023-09-09,4,0.543496403,2.691689698,Positive,Investment Analytics,Customer Service,High,76.27519665,995.184664,629745,22.67535422,2023-05-26,Debit,2023-03-21 00:00:00,0.419282619,7.32595527,0.142644468,0.587248843,75660.81216
4322,43,Other,South Colton,High,Oncologist,Master,Widowed,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,74,2,FALSE,FALSE,0.204518491,10,8,63,850.7374617,53550,2023-04-11,2021-02-12,2.396494718,1.306158429,3.543821103,7,-67,2023-11-10,17,0.787977423,1.872558101,Negative,Budgeting Tools,Transaction Delays,Medium,74.5338906,537.6220089,763057,13.97689236,2023-11-07,Credit,2023-04-11 00:00:00,0.237033477,1.265751668,14.96707684,0.483458027,60433.15103
4323,57,F,East Nicolefort,Medium,"Teacher, secondary school",Bachelor,Single,4,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,59,3,FALSE,FALSE,0.965601059,19,3,176,168.618278,29568,2022-02-15,2021-08-14,1.894262232,2.674628133,3.165067485,7,-22,2023-04-13,4,0.738415672,4.115889949,Positive,International Transfers,App Issues,Low,83.78920039,907.8254238,339089,18.77166298,2023-05-01,Debit,2022-02-15 00:00:00,0.899348055,7.032333437,19.32262073,0.739748558,72348.34181
4324,67,M,Woodstown,High,Clinical cytogeneticist,PhD,Married,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,60,8,TRUE,FALSE,0.088044688,0,1,749,773.3586062,578977,2023-11-27,2021-01-28,3.211417553,4.549754921,4.100308422,5,32,2021-11-19,10,0.809172144,3.563003845,Neutral,International Transfers,Transaction Delays,High,14.69059641,699.7146802,205277,18.65250044,2023-11-29,Credit,2023-11-27 00:00:00,0.239756368,3.889036011,12.20278,0.140931656,65723.40274
4325,60,F,Sarahshire,Medium,"Engineer, structural",Master,Divorced,4,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,2,TRUE,TRUE,0.146914034,4,8,322,177.1038181,56994,2021-02-01,2021-03-31,3.033089661,1.625264106,4.419804772,3,-92,2022-05-10,19,0.766801464,2.626832992,Positive,Investment Analytics,Transaction Delays,Medium,79.60403176,953.8194804,745507,29.65826371,2021-02-28,Credit,2021-02-01 00:00:00,0.946061457,6.902569983,14.89236394,0.455363329,47656.89051
4326,84,F,South Patricia,Premium,"Engineer, energy",PhD,Divorced,6,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,43,5,FALSE,TRUE,0.717278548,6,7,871,311.5726849,270881,2021-05-21,2021-09-28,4.96569795,2.922676658,3.493273951,3,-10,2023-12-04,9,0.882579182,3.439934036,Neutral,Investment Analytics,Transaction Delays,High,75.85739801,410.7800968,220408,14.0666742,2023-10-20,Debit,2021-05-21 00:00:00,0.230595826,4.344411173,16.36783468,0.011229546,88861.25124
4327,29,Other,Pottsshire,Medium,Administrator,High School,Married,4,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,5,8,TRUE,FALSE,0.425711285,17,7,191,263.060704,50233,2021-07-04,2022-05-24,2.85494188,3.155290034,3.940188552,4,-37,2022-08-13,15,0.944509697,3.310779229,Neutral,Investment Analytics,App Issues,Medium,89.37704363,614.5382984,458861,11.84113282,2021-08-10,Transfer,2021-07-04 00:00:00,0.237417845,2.470732332,13.46339044,0.849679669,92401.07918
4328,84,M,Nicoleland,High,Event organiser,Master,Married,4,Online,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,68,7,FALSE,FALSE,0.752931304,4,6,859,56.59361238,48104,2022-08-06,2021-06-21,4.538077826,4.564918195,2.599621565,8,21,2023-10-16,16,0.766714456,3.321975647,Neutral,International Transfers,,Low,11.82672252,843.5374931,446209,21.29308465,2023-04-29,Credit,2022-08-06 00:00:00,0.834683165,8.489694766,10.62392594,0.410580628,55344.99039
4329,44,Other,Caseyberg,Premium,Advertising copywriter,Master,Divorced,4,Online,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,21,4,FALSE,TRUE,0.552778065,19,7,699,131.6998767,91569,2022-12-14,2022-07-03,4.777052657,1.049636812,2.391971603,8,87,2021-06-03,19,0.544551803,1.284305484,Negative,,App Issues,Medium,81.66363193,179.8826561,781305,20.59240452,2023-08-09,Debit,2022-12-14 00:00:00,0.212900127,2.291305062,16.03342073,0.749540962,92209.77847
4330,71,Other,Ericaberg,High,English as a foreign language teacher,PhD,Single,4,Referral,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,64,9,TRUE,TRUE,0.040215493,5,2,51,678.5947576,34578,2022-12-13,2021-10-20,2.313356336,4.560965374,1.816141268,7,-73,2023-06-06,15,0.554595152,4.605141531,Positive,Investment Analytics,Customer Service,Low,39.0408496,164.4527963,981403,17.99481485,2022-12-27,Debit,2022-12-13 00:00:00,0.347972423,0.671079638,3.92152277,0.368192981,50827.42999
4331,83,M,Port Susanborough,Low,"Engineer, civil (consulting)",PhD,Divorced,6,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,83,2,TRUE,TRUE,0.684147936,0,5,961,95.21786137,91295,2022-07-21,2021-01-28,2.196096835,2.080371838,3.50047528,6,-92,2021-03-05,11,0.611793496,4.409326255,Neutral,Investment Analytics,App Issues,Medium,9.198940093,422.7745941,466434,11.72252862,2022-10-09,Debit,2022-07-21 00:00:00,0.555666053,2.7379537,14.04601061,0.676764798,50076.87059
4332,66,Other,Kellyland,High,Forensic scientist,PhD,Married,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,7,FALSE,TRUE,0.805763365,16,6,834,975.8380247,813150,2022-04-09,2021-01-20,4.768467756,4.485951471,4.271416453,3,-51,2023-05-05,15,0.930363242,1.32959171,Negative,Budgeting Tools,App Issues,High,81.02960378,139.6364099,92761,13.32546415,2022-06-19,Debit,2022-04-09 00:00:00,0.693442592,8.725258614,4.878482894,0.849543358,26697.33909
4333,33,M,Carriefort,Low,Osteopath,High School,Single,4,Online,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,19,7,TRUE,TRUE,0.552674871,17,4,117,268.2850439,31356,2022-02-03,2021-08-06,3.311248927,2.696083654,3.653983552,10,63,2021-05-16,6,0.789855063,3.54325981,Neutral,Investment Analytics,Fees,Medium,77.65487718,257.7322908,411923,7.419053214,2022-04-05,Debit,2022-02-03 00:00:00,0.146693987,3.018378584,17.55398898,0.708939868,56615.21051
4334,19,F,New Patriciachester,Low,Psychotherapist,High School,Divorced,5,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,46,7,FALSE,FALSE,0.307559293,3,1,881,118.5329127,103958,2023-07-21,2022-11-25,1.767814866,2.309516756,2.569684748,9,-92,2021-06-23,1,0.68825474,2.987514025,Negative,International Transfers,,Low,62.43640342,671.8109981,451480,7.034415796,2023-09-21,Debit,2023-07-21 00:00:00,0.768632969,5.79554262,17.75009816,0.431773439,5719.769374
4335,77,M,West Melissa,Low,Prison officer,PhD,Single,6,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,47,7,FALSE,TRUE,0.015521846,16,9,308,378.6474216,116424,2023-04-08,2021-06-24,2.022573496,4.959808855,4.948911331,9,-70,2021-10-26,1,0.681223691,3.970133605,Negative,International Transfers,Transaction Delays,High,48.42491659,176.2724618,192580,25.85361692,2023-09-12,Credit,2023-04-08 00:00:00,0.448552609,8.25910364,12.15526541,0.838602912,98401.3005
4336,71,M,New Juan,Premium,Broadcast journalist,Master,Single,4,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,92,5,FALSE,FALSE,0.906682424,12,6,335,283.3148372,94805,2021-01-10,2022-02-19,1.081346292,4.129897758,1.02469124,1,-56,2021-03-23,14,0.530606963,2.604049412,Neutral,Investment Analytics,Transaction Delays,High,28.4625536,678.9568742,420906,6.535634234,2023-01-20,Credit,2021-01-10 00:00:00,0.895281131,3.395052742,10.40635594,0.570879272,45915.15393
4337,47,M,South Lucasburgh,Premium,Community education officer,Master,Married,2,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,23,1,FALSE,TRUE,0.706979733,4,1,374,87.66783522,32538,2022-06-19,2021-10-13,2.288172731,2.940744585,2.239559594,6,82,2023-01-27,4,0.639062294,4.910843951,Positive,Mobile Deposit,Transaction Delays,Low,93.56977334,420.4324344,821555,25.38983516,2023-08-24,Debit,2022-06-19 00:00:00,0.65562449,6.1372991,8.542120284,0.486022265,84261.87878
4338,55,Other,Lake Johnport,Medium,Phytotherapist,PhD,Widowed,7,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,71,4,TRUE,FALSE,0.04479688,3,8,321,660.0415793,211860,2021-12-25,2023-09-11,3.484113443,2.494401403,4.872731094,7,-86,2022-07-23,9,0.68002073,4.807440905,Negative,Mobile Deposit,,Medium,71.76084756,990.7164682,154089,5.362794678,2022-03-14,Transfer,2021-12-25 00:00:00,0.230705408,7.805687915,19.37196437,0.911716674,88187.21398
4339,45,M,Shanechester,Medium,"Programmer, multimedia",Bachelor,Divorced,5,Marketing,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,97,5,TRUE,FALSE,0.840591816,4,8,966,779.9139686,752514,2023-04-14,2023-06-29,2.246961907,2.277773651,2.541525716,10,68,2023-03-17,9,0.542874181,1.383600812,Negative,Budgeting Tools,Customer Service,High,44.4429803,848.9254668,948355,16.30072392,2023-05-24,Debit,2023-04-14 00:00:00,0.355714115,4.110529915,0.550923987,0.873422716,94503.34259
4340,42,M,Billymouth,Premium,Medical sales representative,High School,Married,6,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,85,4,TRUE,FALSE,0.053061151,8,9,670,12.10017101,8040,2023-11-03,2021-12-01,1.914054898,3.766656616,3.480603414,2,-35,2022-07-30,11,0.708176382,2.223009197,Negative,Mobile Deposit,Customer Service,Medium,39.7938023,797.3272716,451428,14.27562383,2023-12-11,Transfer,2023-11-03 00:00:00,0.796863567,3.011293043,7.354702015,0.386880639,29746.42556
4341,27,M,West Andreaberg,Medium,Administrator,High School,Divorced,3,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,38,7,FALSE,TRUE,0.711476117,12,5,428,576.16251,246528,2021-08-07,2022-09-22,1.234904902,2.666720716,1.958748941,9,-38,2023-08-10,7,0.694444773,1.82889607,Neutral,Mobile Deposit,Transaction Delays,High,67.5465528,303.8393315,638847,22.93792594,2023-07-13,Credit,2021-08-07 00:00:00,0.330434914,2.291948359,4.102291761,0.221665207,72602.24593
4342,77,F,Lake Ashleyport,Medium,Primary school teacher,Bachelor,Widowed,1,Referral,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,54,2,FALSE,FALSE,0.694067188,8,3,120,649.1192855,77880,2021-05-29,2022-11-11,4.386533321,3.599461417,3.760042035,8,18,2022-12-01,12,0.975673812,2.273088495,Negative,Budgeting Tools,Transaction Delays,Low,39.48946901,793.0625753,683739,26.61438869,2023-07-21,Transfer,2021-05-29 00:00:00,0.130602081,5.924198861,6.175348565,0.374529416,1039.169422
4343,59,M,Gonzalezfort,Medium,Physiotherapist,PhD,Widowed,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,2,FALSE,FALSE,0.916148111,3,9,576,983.5196349,566208,2023-10-28,2023-09-08,3.589262446,2.662046988,3.594909715,4,9,2022-09-14,6,0.736794423,2.909593744,Negative,International Transfers,Customer Service,High,23.38373315,405.713227,593604,7.624477643,2023-12-31,Debit,2023-10-28 00:00:00,0.976767508,5.060632756,10.41941264,0.047959483,55833.5794
4344,57,Other,Priceview,High,Curator,Master,Widowed,7,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,93,2,FALSE,FALSE,0.165429694,13,3,987,663.6814581,654381,2022-08-26,2021-11-13,4.634423228,2.485900342,3.468513345,9,6,2022-11-01,7,0.829516948,1.461145995,Positive,Investment Analytics,Fees,Low,52.68771385,576.7093924,637756,13.64704766,2023-06-12,Debit,2022-08-26 00:00:00,0.939157528,6.083708645,14.35874311,0.446258423,15613.29112
4345,59,M,Rogershaven,Medium,Purchasing manager,Master,Widowed,5,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,3,TRUE,TRUE,0.56727125,1,4,81,305.8173949,24705,2022-11-28,2022-05-15,1.087697713,2.32698569,2.504130049,9,20,2022-09-24,18,0.939588495,3.843819193,Positive,,App Issues,Medium,75.07363179,467.6948162,189818,5.441070805,2023-09-26,Credit,2022-11-28 00:00:00,0.288361074,2.641974805,12.20309547,0.136355014,5851.689808
4346,64,M,Russellmouth,High,Travel agency manager,High School,Divorced,4,Referral,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,69,5,FALSE,TRUE,0.544703867,17,6,296,672.8310776,198912,2021-08-28,2021-04-25,4.687749371,4.675746792,4.825324086,1,15,2023-08-21,8,0.941939814,3.2965666,Neutral,Mobile Deposit,,High,94.90611716,773.3530196,251419,10.27257392,2023-09-20,Debit,2021-08-28 00:00:00,0.36550432,7.811968485,15.79206894,0.452115994,32065.3013
4347,54,F,West Jennifer,Medium,Travel agency manager,Bachelor,Single,5,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,62,9,FALSE,TRUE,0.034979218,18,7,600,284.0965395,170400,2023-11-18,2022-07-02,3.093550979,4.065452626,3.57443773,1,-74,2023-11-14,10,0.80927677,1.588627894,Negative,Mobile Deposit,,High,27.53146925,550.3486028,652996,7.437166625,2023-12-13,Credit,2023-11-18 00:00:00,0.870517636,3.804135413,14.85936154,0.545017726,40953.0588
4348,39,M,South Juan,Medium,"Loss adjuster, chartered",Master,Single,1,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,3,FALSE,FALSE,0.638307768,1,9,571,148.1866015,84508,2022-06-12,2021-09-10,1.541094065,3.62046122,1.371414703,4,91,2023-09-26,19,0.760334461,3.709908368,Positive,Budgeting Tools,,Low,36.0807371,630.7442563,653829,28.98809136,2023-04-29,Transfer,2022-06-12 00:00:00,0.003400828,8.558670351,4.422627597,0.654176965,77434.94463
4349,74,Other,South Samanthaland,Medium,International aid/development worker,High School,Widowed,1,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,18,6,TRUE,FALSE,0.254029347,8,7,946,744.0237681,703824,2022-05-28,2021-02-13,2.00772451,3.661605362,3.945608437,7,87,2023-03-02,16,0.660360134,3.576231118,Positive,Budgeting Tools,Transaction Delays,Medium,12.09373607,562.9861798,847709,13.09755361,2022-08-18,Transfer,2022-05-28 00:00:00,0.386578458,2.188568907,5.31395446,0.380150415,43453.79637
4350,44,M,Michelleville,Low,Fisheries officer,Master,Widowed,6,Referral,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,57,6,FALSE,FALSE,0.332491567,13,6,115,489.0389524,56235,2023-06-26,2021-04-02,1.579878873,1.728795216,2.278202302,10,-45,2021-10-09,6,0.726070089,4.532307737,Negative,,,High,85.17438238,897.0994009,739373,8.091583211,2023-07-18,Credit,2023-06-26 00:00:00,0.055337742,9.964807523,5.925002189,0.340449819,69071.10375
4351,58,Other,Port Davidville,Medium,Barista,Master,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,6,TRUE,FALSE,0.241353922,11,5,342,952.3496772,325584,2023-02-12,2021-07-30,1.905462046,4.742294271,2.32059226,9,-30,2023-08-20,6,0.537144925,1.846698093,Positive,Mobile Deposit,App Issues,High,64.7227796,947.1580308,816681,3.132588583,2023-11-19,Transfer,2023-02-12 00:00:00,0.865694656,3.401396739,6.619759635,0.1585014,5207.965789
4352,51,F,North Gregory,Low,Early years teacher,Master,Married,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,5,FALSE,TRUE,0.055923194,19,1,783,71.59106784,55593,2023-09-18,2022-08-31,2.050718084,1.422450237,1.90325008,5,41,2022-11-22,12,0.582145669,3.436363956,Positive,Mobile Deposit,Fees,Low,80.63320249,435.5369124,815863,10.45089446,2023-10-01,Transfer,2023-09-18 00:00:00,0.473687272,1.029836723,11.63041982,0.38784479,97389.85835
4353,49,M,East Ashleybury,High,Health physicist,High School,Widowed,2,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,90,2,TRUE,FALSE,0.166628134,4,7,248,484.6452671,120032,2022-05-14,2021-07-30,3.332778351,1.896204821,3.591889259,2,87,2021-07-06,5,0.687059068,4.503922648,Neutral,Mobile Deposit,Customer Service,High,7.718453478,512.3390231,999566,27.03358767,2023-04-04,Debit,2022-05-14 00:00:00,0.990683816,0.426810325,18.72194908,0.1379984,11233.48808
4354,83,F,Port Charlestown,Medium,Metallurgist,Bachelor,Single,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,1,FALSE,FALSE,0.207308052,1,3,365,258.4454372,94170,2022-11-27,2023-11-14,2.045400124,1.096728849,4.823255276,7,67,2023-09-30,16,0.511579643,2.052587835,Neutral,International Transfers,Customer Service,Medium,44.0643916,181.342879,413172,21.29568704,2023-08-11,Transfer,2022-11-27 00:00:00,0.195781176,6.047028864,16.13321037,0.43550918,38386.26414
4355,29,M,Mollyland,High,"Engineer, materials",PhD,Married,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,46,5,TRUE,FALSE,0.577325565,7,7,277,509.9157921,140993,2023-07-29,2023-05-01,2.965729953,2.476135506,4.274552853,2,-81,2022-12-03,1,0.858048909,1.927135712,Positive,Investment Analytics,App Issues,High,81.99241565,318.3006517,439287,4.178518447,2023-09-22,Debit,2023-07-29 00:00:00,0.330153703,4.41181576,11.63467407,0.804604711,50358.81249
4356,57,Other,New Connie,Premium,Banker,Bachelor,Single,1,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,13,8,TRUE,FALSE,0.134956277,6,4,91,52.12058859,4732,2023-08-02,2021-10-18,3.568332526,2.229839115,4.696405295,4,2,2023-12-28,4,0.7943169,2.100418826,Neutral,International Transfers,Customer Service,Low,14.74048434,760.8749619,751933,0.37890729,2023-11-24,Debit,2023-08-02 00:00:00,0.173578634,5.837304638,6.096722574,0.772995808,99984.2724
4357,27,F,Welchmouth,High,Careers information officer,Master,Married,2,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,2,5,TRUE,TRUE,0.920713895,6,2,784,50.05181605,39200,2021-02-26,2021-01-03,4.11393794,4.368516004,4.722993536,5,-50,2023-11-25,7,0.927674189,4.052610531,Negative,International Transfers,Customer Service,Medium,56.4391962,647.5822466,751706,18.15426301,2022-09-15,Debit,2021-02-26 00:00:00,0.023179911,1.699321367,1.558882323,0.816481616,6855.221724
4358,65,M,New Davidberg,Premium,Early years teacher,Bachelor,Divorced,3,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,68,3,FALSE,TRUE,0.231786576,7,5,249,540.7874044,134460,2023-09-15,2022-04-05,4.531742922,3.667466617,1.006183179,8,32,2021-05-09,6,0.583728525,4.237242685,Neutral,Mobile Deposit,Customer Service,Low,51.62750008,611.5627165,448331,28.75079488,2023-11-05,Debit,2023-09-15 00:00:00,0.939123552,3.76739537,13.84300975,0.833450909,33759.74131
4359,37,Other,Lake Sara,Medium,Exercise physiologist,Master,Married,1,Online,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,13,3,TRUE,TRUE,0.651744662,19,1,47,359.6680759,16873,2021-08-27,2021-02-19,1.635515474,4.171953473,3.497303413,4,-29,2022-05-31,15,0.966052687,1.137985981,Negative,Budgeting Tools,Transaction Delays,High,1.07119785,468.5887469,788309,8.517845532,2022-11-06,Transfer,2021-08-27 00:00:00,0.764664458,4.382173743,0.934839116,0.334527607,63499.71327
4360,56,F,North Jennifer,Low,Television camera operator,High School,Widowed,2,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,7,2,TRUE,TRUE,0.157581433,3,5,206,32.72684817,6592,2022-06-13,2022-04-10,3.576781187,1.59482548,4.720353015,2,77,2022-07-04,1,0.950921106,2.256949192,Neutral,International Transfers,Fees,Medium,31.77473348,410.8218016,921179,11.36921752,2022-08-30,Debit,2022-06-13 00:00:00,0.82713339,3.80580971,2.070008946,0.972581726,85789.07158
4361,77,M,North Ryanbury,Premium,"Surveyor, commercial/residential",High School,Married,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,88,7,TRUE,FALSE,0.795132697,0,5,324,612.6091433,198288,2021-05-19,2023-05-25,1.452151598,3.28372037,3.205640238,9,98,2022-07-10,10,0.768789678,1.507158498,Neutral,Budgeting Tools,App Issues,High,45.74113981,241.2751535,877029,24.56149559,2022-04-03,Debit,2021-05-19 00:00:00,0.388200396,8.635431629,18.47021491,0.64718858,77560.86631
4362,83,F,North Jennifer,High,Further education lecturer,High School,Married,7,Referral,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,14,2,TRUE,TRUE,0.071512723,1,0,884,449.4976521,396916,2023-02-23,2023-03-01,1.93853122,2.959190387,3.72074223,6,-13,2022-08-15,16,0.683406922,1.614404173,Negative,Investment Analytics,Fees,High,86.311196,913.8261614,65016,11.28884686,2023-07-29,Debit,2023-02-23 00:00:00,0.918504976,6.599000431,4.056809089,0.089419333,20720.47139
4363,82,M,Floreshaven,High,Ranger/warden,Master,Widowed,2,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,44,6,TRUE,TRUE,0.737593318,3,9,856,977.2159558,836312,2022-03-28,2021-10-29,3.280152932,2.705685673,2.746931933,1,87,2023-11-18,6,0.93299151,4.263739739,Negative,International Transfers,Customer Service,Medium,56.59665185,975.23972,798088,16.12401092,2023-07-22,Credit,2022-03-28 00:00:00,0.088955502,8.046604003,14.72725187,0.485470701,33684.37843
4364,68,Other,South Lisa,High,"Doctor, hospital",Bachelor,Divorced,5,Online,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,44,8,TRUE,TRUE,0.393165436,8,4,589,834.1581859,491226,2022-04-16,2022-12-25,4.789320841,4.973155436,4.407410544,4,-15,2022-04-12,1,0.970510516,4.855587732,Positive,Mobile Deposit,Fees,Medium,24.7487626,222.0489505,428764,0.999705542,2023-07-19,Debit,2022-04-16 00:00:00,0.130087515,6.966156064,8.920403625,0.934221279,92224.8598
4365,53,Other,Jacobsburgh,High,Farm manager,PhD,Married,6,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,8,TRUE,TRUE,0.465519305,2,4,261,732.8642955,191052,2022-10-09,2022-08-11,3.434640977,2.786184201,1.653293524,2,47,2022-10-04,6,0.580879861,2.65473913,Positive,Investment Analytics,,Low,24.65880179,417.6610317,396111,20.38801806,2023-05-14,Debit,2022-10-09 00:00:00,0.444037742,9.864573999,8.50858355,0.111635496,71762.82463
4366,41,F,Robertsshire,Low,Air cabin crew,PhD,Divorced,4,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,10,2,TRUE,FALSE,0.366319179,0,7,104,484.450723,50336,2023-04-25,2022-04-08,4.503581475,1.42754661,1.368475746,10,54,2022-10-26,11,0.789104765,4.880325984,Neutral,Mobile Deposit,,Low,87.18160184,180.4746589,143420,0.506220688,2023-12-17,Credit,2023-04-25 00:00:00,0.143415768,8.166256153,1.77529215,0.54980891,11449.90131
4367,44,F,South Jacksontown,High,"Engineer, technical sales",High School,Single,1,Branch,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,8,6,FALSE,FALSE,0.402047447,4,6,929,490.0392937,455210,2022-12-25,2023-02-27,3.687086419,1.132559668,2.490519315,7,47,2022-05-06,8,0.75154697,2.510995867,Positive,,,Low,49.92069781,712.6138451,634520,11.07533699,2023-02-10,Credit,2022-12-25 00:00:00,0.116415144,9.83154804,11.58685478,0.790592647,72948.08857
4368,19,M,East Terriview,Low,Geoscientist,PhD,Single,6,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,3,TRUE,FALSE,0.005325206,10,8,634,940.6523912,595960,2023-11-24,2021-08-19,3.997188111,4.192060914,1.315540126,10,33,2022-01-27,2,0.768158085,3.864601338,Positive,Budgeting Tools,App Issues,Medium,88.19131588,667.1411797,142289,2.52516967,2023-12-26,Transfer,2023-11-24 00:00:00,0.527769859,7.913284417,16.22282466,0.71626715,81857.91554
4369,48,Other,New Barbara,Medium,"Conservator, museum/gallery",Master,Widowed,5,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,78,9,TRUE,FALSE,0.026149345,10,9,877,734.2982701,643718,2021-01-20,2023-10-05,1.885880494,1.038610212,1.566356327,1,27,2022-12-15,1,0.534587456,2.43604139,Neutral,International Transfers,Transaction Delays,Medium,68.64513511,31.07749062,366499,1.462748197,2023-05-06,Debit,2021-01-20 00:00:00,0.198505914,4.134009643,9.616000753,0.751621402,25339.43281
4370,74,M,Lake David,Medium,Armed forces training and education officer,Bachelor,Divorced,1,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,90,3,TRUE,TRUE,0.793936231,10,2,485,99.30938721,48015,2022-06-24,2021-12-14,2.944767792,4.671782289,1.629963216,9,35,2022-09-20,19,0.690903565,2.279907318,Neutral,,,Low,46.00421888,318.3903354,733228,0.135876744,2023-11-29,Credit,2022-06-24 00:00:00,0.810779709,1.322889428,10.52559243,0.877558857,20434.04808
4371,83,Other,East Jacobmouth,Medium,Conference centre manager,PhD,Widowed,6,Branch,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,94,1,TRUE,TRUE,0.213485017,14,0,200,441.4761578,88200,2022-05-24,2021-08-14,4.2176269,1.834097512,1.01980214,8,20,2022-01-28,19,0.574504755,3.350163202,Negative,Mobile Deposit,Transaction Delays,Medium,92.86360273,330.88444,933774,0.629425317,2023-10-04,Debit,2022-05-24 00:00:00,0.896041358,3.823804225,10.39005538,0.713739166,11075.7759
4372,46,F,East Ralph,Low,"Sound technician, broadcasting/film/video",PhD,Widowed,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,49,9,TRUE,FALSE,0.607297369,0,6,824,423.9388411,348552,2022-08-12,2022-04-05,3.642078059,4.526129534,4.256398218,4,-79,2022-11-18,18,0.936104711,4.478073551,Negative,International Transfers,App Issues,Low,10.46594473,719.394147,60844,17.66328832,2023-07-20,Debit,2022-08-12 00:00:00,0.697476378,9.20630979,2.710702961,0.217604752,82593.31884
4373,32,M,Carolynhaven,High,Housing manager/officer,Bachelor,Married,4,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,79,8,FALSE,TRUE,0.653325416,10,8,295,121.2845865,35695,2021-07-10,2021-07-28,1.124569508,4.176820017,4.569965866,6,-66,2023-11-27,4,0.727019667,3.373168882,Negative,Investment Analytics,App Issues,High,64.35595799,183.6357475,537141,0.590026569,2021-07-10,Credit,2021-07-10 00:00:00,0.235386445,4.862864821,2.933567828,0.419293436,83498.05785
4374,29,M,Jefferyview,High,Proofreader,PhD,Single,2,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,2,FALSE,FALSE,0.697981189,5,9,339,847.1103671,287133,2023-03-29,2022-08-01,3.672398882,1.84100403,1.160324003,8,-59,2023-04-23,12,0.918723342,3.280140944,Positive,,App Issues,High,98.5262301,921.7572654,766202,2.232180803,2023-08-19,Credit,2023-03-29 00:00:00,0.779229706,3.238616663,9.179060754,0.552861781,39320.16033
4375,45,Other,Jillhaven,High,Broadcast journalist,Bachelor,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,3,TRUE,TRUE,0.597341704,16,9,266,288.7190857,76608,2022-12-02,2023-01-02,1.768346857,4.345214344,1.932127288,4,-81,2022-07-25,4,0.60871226,3.017649191,Positive,Mobile Deposit,Fees,High,93.36130168,90.76084469,687769,12.33100978,2023-12-05,Debit,2022-12-02 00:00:00,0.050073509,5.072710022,14.23122853,0.967373828,48642.4399
4376,41,Other,Lake Pamelaview,Medium,Television camera operator,Master,Married,6,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,5,7,FALSE,FALSE,0.628786822,17,6,490,379.9810701,185710,2021-06-05,2021-06-06,4.723840126,2.284703037,2.364350522,2,-8,2022-06-25,12,0.932249865,4.794136592,Negative,Investment Analytics,Customer Service,Medium,42.73335421,222.0597011,366891,12.20811614,2022-09-20,Debit,2021-06-05 00:00:00,0.635555451,7.886705899,12.55862339,0.648767743,97088.76017
4377,38,Other,Karenland,Premium,"Administrator, sports",Master,Married,1,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,43,6,FALSE,FALSE,0.58150472,10,9,167,979.9156598,163493,2022-01-01,2022-11-15,4.716516867,1.834021213,4.192952536,3,-32,2023-05-19,14,0.569707478,4.258669797,Negative,International Transfers,Transaction Delays,Low,23.52528263,34.91341704,906451,7.883163901,2023-08-21,Credit,2022-01-01 00:00:00,0.926494037,6.245354487,7.132131153,0.819831725,68882.38417
4378,27,F,North Troyton,Low,"Chemist, analytical",Master,Divorced,2,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,4,8,FALSE,FALSE,0.928178662,8,6,509,685.2389192,348665,2023-09-03,2021-08-31,4.379340213,1.857698164,1.93304331,6,30,2022-01-21,2,0.577068174,2.627183158,Neutral,Mobile Deposit,Transaction Delays,High,21.22172324,991.8291438,321959,19.9301811,2023-10-25,Debit,2023-09-03 00:00:00,0.596708804,5.269458261,7.921516888,0.367252391,28151.96541
4379,35,M,Millermouth,High,"Programme researcher, broadcasting/film/video",High School,Single,7,Referral,Premium,TRUE,FALSE,FALSE,FALSE,FALSE,1,56,5,FALSE,TRUE,0.664585215,11,9,467,807.7996198,376869,2022-10-05,2023-01-09,1.781225646,4.494835834,2.596940551,6,27,2021-10-13,18,0.993861972,4.296904139,Negative,International Transfers,Transaction Delays,High,8.106323306,831.4468331,991038,2.009740253,2023-04-27,Transfer,2022-10-05 00:00:00,0.919814916,9.805751282,19.74491475,0.217179636,62878.78722
4380,31,Other,Lake Emilymouth,Low,"Designer, textile",Master,Divorced,4,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,87,5,TRUE,FALSE,0.352934962,12,5,159,114.2121205,18126,2022-12-26,2021-06-23,1.456559009,1.058416708,4.895031265,2,-74,2022-08-28,13,0.514391214,1.433941202,Negative,Mobile Deposit,Transaction Delays,High,96.74091991,681.6762816,368790,8.61088327,2023-12-04,Credit,2022-12-26 00:00:00,0.643765402,5.970835201,8.102264695,0.231541365,37157.62308
4381,51,F,Helenland,Medium,"Development worker, community",PhD,Divorced,1,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,2,FALSE,FALSE,0.356636382,2,4,758,544.6105256,412352,2022-03-24,2021-03-30,4.563282524,3.959281012,4.310999808,2,-32,2022-01-25,14,0.51576234,2.741647701,Positive,International Transfers,Fees,Medium,72.16804574,986.7948582,185813,20.84671805,2023-04-20,Debit,2022-03-24 00:00:00,0.78729267,1.315711364,4.911151232,0.88500321,16524.53165
4382,75,Other,Jessicamouth,Medium,Consulting civil engineer,High School,Widowed,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,82,6,FALSE,FALSE,0.079606767,3,4,78,718.4034516,56004,2022-07-06,2021-11-06,2.93049931,4.210055804,1.39865449,10,19,2023-01-11,2,0.552600915,1.447103768,Positive,Investment Analytics,Transaction Delays,Medium,39.32554293,25.88837922,506744,3.176117867,2022-12-03,Transfer,2022-07-06 00:00:00,0.452908227,7.871289468,7.702947525,0.955537243,91975.13831
4383,39,M,Howardfort,High,"Horticulturist, commercial",High School,Divorced,3,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,5,TRUE,FALSE,0.991785278,15,7,473,815.1192672,385495,2022-01-10,2021-12-31,4.508949466,2.482212303,2.278162362,10,87,2022-10-20,13,0.594531106,4.988622726,Negative,,Transaction Delays,High,53.12044606,839.4827164,840313,21.32248377,2023-09-30,Credit,2022-01-10 00:00:00,0.627149373,1.688801694,11.95869364,0.527728386,72339.35264
4384,53,Other,Victorfort,Low,Associate Professor,High School,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,75,9,TRUE,TRUE,0.890765621,3,8,520,885.9694344,460200,2022-01-25,2023-05-28,4.422882409,3.823858619,3.307825167,4,-81,2022-02-23,11,0.534244901,1.188165771,Negative,Budgeting Tools,Fees,High,48.55630271,687.7983993,155795,0.47912253,2022-02-10,Transfer,2022-01-25 00:00:00,0.050323202,8.545318882,2.721278886,0.854906282,29404.34791
4385,62,M,Amyborough,Medium,Midwife,Master,Divorced,4,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,68,3,TRUE,TRUE,0.043068899,11,3,900,98.97648778,88200,2023-10-19,2023-12-23,4.437704753,4.620298754,3.731542904,5,-78,2023-08-06,16,0.97528073,4.632564863,Negative,Budgeting Tools,Fees,Low,31.14829267,167.6477942,709568,21.05744266,2023-12-05,Transfer,2023-10-19 00:00:00,0.028639416,2.12890021,3.885408361,0.741470301,90441.48477
4386,53,F,New George,Medium,Barrister,High School,Married,3,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,5,TRUE,TRUE,0.861778952,9,9,751,741.8851952,556491,2022-02-13,2022-11-17,1.925389135,3.173671786,3.578573178,7,-89,2023-12-02,5,0.650782927,4.727202667,Neutral,International Transfers,Fees,Medium,36.2641415,798.7449869,449478,23.60288056,2022-06-29,Transfer,2022-02-13 00:00:00,0.134305043,9.114743969,3.19935193,0.190975307,92444.49058
4387,39,F,Robertmouth,Medium,Print production planner,Master,Single,6,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,38,3,FALSE,FALSE,0.138424138,12,0,133,107.1702989,14231,2022-04-26,2022-01-07,3.635464055,3.612950991,1.337595747,6,82,2021-12-22,19,0.982667938,2.171321485,Negative,,Fees,Low,67.47208802,779.6855014,718458,20.89643247,2023-05-08,Credit,2022-04-26 00:00:00,0.523379067,7.090244732,10.94238347,0.870772029,67324.01706
4388,78,Other,Sandrafurt,High,Patent attorney,Master,Single,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,9,FALSE,FALSE,0.239048943,5,4,932,410.1070447,382120,2022-05-11,2023-05-21,4.755458786,3.801374468,4.972845538,4,-52,2021-08-29,15,0.938219249,4.79814828,Neutral,Investment Analytics,Transaction Delays,High,25.35845329,304.9831297,980585,22.76768482,2023-06-28,Debit,2022-05-11 00:00:00,0.805656376,7.811685909,7.397343102,0.915041605,73787.62932
4389,73,M,Meltonmouth,Medium,Futures trader,High School,Single,1,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,61,9,FALSE,FALSE,0.680785556,7,3,876,451.739308,395076,2022-06-28,2021-11-04,2.340898783,4.846574228,1.731815932,5,-5,2022-08-20,9,0.882735678,3.002382038,Positive,International Transfers,Transaction Delays,Medium,1.163205972,480.8549446,551143,24.82670273,2023-06-14,Debit,2022-06-28 00:00:00,0.832858405,9.677823964,17.19697713,0.052099511,59556.46946
4390,50,M,Hernandezfurt,Medium,Sports coach,High School,Married,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,11,7,FALSE,FALSE,0.730214461,10,3,262,293.7872204,76766,2022-02-28,2022-09-10,3.637438825,2.679766393,1.703122267,10,54,2022-05-21,13,0.513506821,4.752261457,Negative,Mobile Deposit,App Issues,Low,94.28357989,43.9466565,378183,14.09665054,2023-11-04,Credit,2022-02-28 00:00:00,0.946123167,2.881064339,4.641949774,0.113902677,71601.17866
4391,62,M,Herringberg,Low,"Psychologist, counselling",PhD,Married,7,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,1,FALSE,FALSE,0.505749738,16,0,828,864.6794215,715392,2022-04-15,2022-08-11,2.464939336,3.236857192,1.96755821,8,-36,2022-02-26,3,0.863696579,2.942548548,Negative,,Fees,Low,4.929391716,15.97922365,12321,10.99089727,2023-12-06,Debit,2022-04-15 00:00:00,0.286981812,3.429088506,13.70862081,0.262038815,63261.26991
4392,53,Other,Patrickberg,Low,"Civil engineer, consulting",High School,Divorced,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,9,FALSE,TRUE,0.967743529,5,2,734,590.4958889,433060,2022-02-20,2022-12-15,2.057093165,2.868614346,2.642861178,10,-50,2022-11-22,18,0.688733803,2.881618323,Positive,International Transfers,,Medium,51.91176325,269.780263,832228,19.86898052,2023-03-10,Transfer,2022-02-20 00:00:00,0.918245867,5.275467227,11.76850343,0.145818489,46389.90233
4393,37,M,Diazchester,Medium,Publishing copy,Master,Divorced,6,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,53,9,TRUE,TRUE,0.489614981,14,2,488,149.1202816,72712,2022-05-27,2021-08-01,4.257625026,2.26277645,2.283438333,2,-24,2022-01-10,19,0.937637649,4.013597166,Positive,,App Issues,High,60.70408775,312.3407962,148270,17.41513858,2022-06-13,Debit,2022-05-27 00:00:00,0.817976572,5.766563259,0.457878937,0.500357088,14146.87953
4394,35,M,East Brittany,High,Research scientist (life sciences),PhD,Divorced,3,Branch,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,79,5,FALSE,FALSE,0.258360282,12,7,870,378.9917402,328860,2022-12-31,2022-07-10,1.756513581,4.772382119,3.0480994,6,99,2023-10-15,15,0.776136139,1.934054133,Neutral,Investment Analytics,Fees,Medium,15.66846797,856.6792625,471828,21.28004708,2023-09-26,Debit,2022-12-31 00:00:00,0.40041345,5.608434982,6.892396269,0.106015217,31119.22456
4395,55,M,East Cody,Low,IT sales professional,PhD,Divorced,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,72,2,TRUE,FALSE,0.009059892,8,5,101,88.03154097,8888,2021-11-16,2023-10-20,1.434032964,2.957802037,4.642924333,1,71,2023-02-07,15,0.616295879,4.616620693,Positive,International Transfers,Fees,Medium,27.89227305,466.9483686,617076,24.47374908,2023-09-04,Transfer,2021-11-16 00:00:00,0.39897136,6.415034785,3.275206118,0.683384823,19739.48366
4396,84,M,Kennedyview,Low,Gaffer,Master,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,96,1,FALSE,FALSE,0.867300799,14,5,617,499.6359406,307883,2021-08-07,2023-01-26,2.098448253,4.722985278,1.161914895,6,56,2022-05-19,18,0.803237135,4.393499171,Positive,Budgeting Tools,Customer Service,Medium,43.03630601,942.033028,731027,1.059710588,2023-05-02,Transfer,2021-08-07 00:00:00,0.784632777,9.240180204,6.606614617,0.271890404,12767.40802
4397,40,Other,Jamesfort,Medium,Patent attorney,High School,Divorced,1,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,36,2,TRUE,FALSE,0.395309554,18,5,951,361.2888568,343311,2021-09-03,2022-06-28,2.788749912,4.964134593,2.547721952,10,-62,2023-03-14,12,0.765367117,1.540194711,Neutral,International Transfers,Fees,Medium,10.99308918,660.9463005,220828,17.86535243,2021-11-11,Credit,2021-09-03 00:00:00,0.596978624,2.419145173,4.623912085,0.140843423,66621.02145
4398,33,Other,Mooreside,Medium,Claims inspector/assessor,High School,Married,6,Online,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,32,4,TRUE,FALSE,0.782537655,18,7,634,328.6112827,207952,2021-06-10,2021-06-06,4.199169325,4.428878181,4.94335104,2,-85,2023-09-19,1,0.8461147,1.117456133,Positive,Budgeting Tools,App Issues,Medium,39.68979358,628.3120967,621487,17.58375366,2022-03-19,Credit,2021-06-10 00:00:00,0.606659335,0.955071708,15.11918616,0.790913028,4696.481546
4399,76,M,Jeremyfort,Medium,Writer,Bachelor,Married,4,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,48,4,TRUE,FALSE,0.773853752,9,4,467,844.7645218,394148,2023-10-06,2021-01-05,1.93291455,1.660731266,1.991857813,10,-96,2022-07-09,7,0.626821424,3.842216687,Negative,,Fees,Low,99.68468687,329.5724346,764901,22.44911559,2023-10-27,Debit,2023-10-06 00:00:00,0.28863051,0.888695156,19.60916952,0.456440336,6847.732981
4400,38,M,Reynoldsburgh,Medium,Tourist information centre manager,High School,Married,2,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,0,1,FALSE,TRUE,0.043566719,4,2,490,851.1851938,416990,2021-01-14,2021-11-01,4.628696679,1.153655586,4.274052953,8,21,2023-07-30,14,0.994904886,2.406851804,Positive,Budgeting Tools,App Issues,Low,94.88470477,239.4386894,807404,27.03424564,2022-05-05,Transfer,2021-01-14 00:00:00,0.797834941,4.58288201,4.682764278,0.103671205,6326.916945
4401,29,F,Costaton,Low,"Education officer, museum",Bachelor,Widowed,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,46,8,FALSE,FALSE,0.821573953,14,0,427,682.5871905,291214,2021-03-28,2021-10-28,3.199384377,3.165700845,2.567954646,1,70,2022-12-01,9,0.834739806,1.408335561,Negative,International Transfers,Transaction Delays,High,40.33788889,467.8653372,981722,6.877031447,2023-03-06,Debit,2021-03-28 00:00:00,0.670405346,4.818998173,15.66692229,0.34642398,10507.21235
4402,33,F,Suzanneland,Low,"Geneticist, molecular",PhD,Widowed,5,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,36,8,FALSE,TRUE,0.289147809,2,7,722,920.1079765,664240,2023-09-15,2022-10-18,3.853248211,3.152610433,4.641009517,2,-44,2021-10-27,3,0.69289214,4.581672352,Negative,International Transfers,,Medium,88.4004498,750.8986093,159993,26.88051924,2023-10-14,Credit,2023-09-15 00:00:00,0.142352333,9.898536017,0.133773412,0.127012005,18288.27323
4403,31,M,Janiceport,High,Arts administrator,PhD,Widowed,3,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,8,8,FALSE,TRUE,0.84123084,15,9,255,658.1568044,167790,2023-01-31,2021-10-30,2.004571049,3.419332954,3.547821006,7,-4,2022-06-06,1,0.794676383,4.976972123,Positive,International Transfers,Customer Service,High,55.5097095,373.5446282,417523,22.60150923,2023-02-01,Credit,2023-01-31 00:00:00,0.452108051,1.286115285,1.707571355,0.090519008,76891.08802
4404,78,M,East April,High,Nature conservation officer,PhD,Divorced,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,5,FALSE,FALSE,0.492171934,4,3,789,622.8156901,490758,2022-10-08,2023-03-11,4.371921701,1.228015112,4.573102237,10,-81,2021-05-28,13,0.703902278,2.274610676,Negative,International Transfers,App Issues,Medium,98.19593903,839.1545211,918261,7.329850155,2023-10-16,Credit,2022-10-08 00:00:00,0.386296813,3.325267644,7.306510626,0.87166478,78292.91764
4405,63,F,Larachester,High,Media buyer,Bachelor,Single,2,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,2,TRUE,TRUE,0.591590948,4,2,357,102.7436609,36414,2023-10-06,2023-07-04,1.125052217,2.158193219,3.538806429,8,63,2022-06-02,14,0.933071174,1.74110599,Positive,International Transfers,Transaction Delays,Low,58.92349042,704.3315851,654753,19.79564438,2023-10-29,Debit,2023-10-06 00:00:00,0.938077636,7.640772209,4.549939762,0.744410153,61299.04113
4406,49,F,Smithport,Medium,Special educational needs teacher,Master,Single,4,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,43,4,FALSE,FALSE,0.101370576,1,7,188,20.33581888,3760,2022-07-17,2023-09-07,1.845123141,2.988453929,4.561110572,3,-5,2021-09-12,13,0.970369381,4.426786105,Positive,Investment Analytics,Fees,Low,9.216632932,165.5009884,425421,20.20598462,2023-01-23,Transfer,2022-07-17 00:00:00,0.523008076,1.648109923,4.295621949,0.313128243,7216.890757
4407,32,M,West Crystal,High,Ergonomist,Master,Divorced,6,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,FALSE,2,77,1,TRUE,FALSE,0.379288971,7,9,299,217.7737062,64883,2023-10-03,2021-05-18,4.119793721,3.057407226,4.616416853,10,75,2023-02-11,19,0.954366923,3.118273176,Neutral,International Transfers,App Issues,High,63.11974661,348.1576807,233161,9.810166222,2023-12-05,Transfer,2023-10-03 00:00:00,0.147212214,8.605385013,6.208219132,0.930942382,2569.170193
4408,61,Other,Carrberg,Premium,Software engineer,PhD,Divorced,4,Branch,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,69,1,TRUE,FALSE,0.970894234,16,6,438,788.9103061,345144,2022-01-10,2021-08-20,1.259431114,4.786313724,2.198327871,9,77,2023-03-17,1,0.714091894,4.941908948,Negative,,Customer Service,Low,38.00726799,56.51383317,486732,11.32612185,2023-03-18,Credit,2022-01-10 00:00:00,0.885445978,3.111334639,15.94871396,0.22222684,23929.19134
4409,34,Other,Matthewstad,High,Prison officer,Bachelor,Widowed,2,Branch,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,62,3,FALSE,FALSE,0.925890468,2,7,465,929.9042786,431985,2023-11-13,2023-05-26,3.372258071,4.862031852,4.355236562,4,-99,2021-01-07,19,0.608765004,3.550921973,Positive,International Transfers,,High,72.18335881,394.5228994,20942,2.621070066,2023-12-01,Transfer,2023-11-13 00:00:00,0.174570974,0.048440348,3.159855974,0.33312973,86860.21407
4410,58,M,West Annette,Medium,"Designer, exhibition/display",Bachelor,Married,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,2,4,FALSE,TRUE,0.994201331,0,1,671,237.3353941,159027,2022-07-28,2022-07-25,3.891976825,4.558349893,4.36017164,8,39,2021-05-17,0,0.80287668,3.264859047,Positive,,Customer Service,Low,37.08438318,488.3085966,746628,15.78735711,2022-08-14,Transfer,2022-07-28 00:00:00,0.610448548,4.035894687,5.972185539,0.589068003,58647.82324
4411,71,M,Brownmouth,Medium,"Psychotherapist, child",PhD,Married,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,3,TRUE,FALSE,0.510215639,9,7,725,176.9168127,127600,2023-03-26,2021-10-24,3.291691928,2.001324934,3.820287399,10,13,2022-01-22,8,0.781306474,4.711228771,Negative,,Transaction Delays,Low,33.96187921,832.6365279,18946,29.36739284,2023-09-03,Debit,2023-03-26 00:00:00,0.405775811,3.269687768,15.66556629,0.855384835,32852.96181
4412,61,F,Robertborough,Medium,Data scientist,High School,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,3,FALSE,TRUE,0.818274238,15,3,503,837.2224625,421011,2022-03-31,2021-07-05,1.405520469,3.563718576,1.964584782,6,66,2022-06-06,13,0.531999268,4.20618653,Positive,,,High,66.7991163,415.7581504,890232,1.709092489,2023-01-09,Transfer,2022-03-31 00:00:00,0.141916091,6.856918268,16.12189401,0.671321452,61524.35178
4413,22,F,Haleymouth,Medium,"Librarian, academic",PhD,Widowed,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,8,TRUE,TRUE,0.455049044,12,1,587,385.7520852,225995,2021-09-20,2022-10-24,3.393570248,2.096424019,1.43140176,5,-48,2023-10-11,9,0.92528226,2.629491643,Negative,International Transfers,,High,10.80875339,623.4142091,9076,18.30194141,2023-01-25,Transfer,2021-09-20 00:00:00,0.36649267,4.635752147,0.834171763,0.12977448,37535.11544
4414,44,Other,Buchananside,Medium,Risk analyst,Bachelor,Single,7,Referral,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,92,4,TRUE,FALSE,0.941401295,5,3,957,978.1070807,935946,2021-04-21,2021-09-19,3.445131861,4.802579106,3.472112829,9,90,2023-07-21,5,0.518813046,1.042682211,Neutral,Mobile Deposit,Customer Service,Low,18.87033871,365.3577298,344069,0.595879694,2023-03-18,Debit,2021-04-21 00:00:00,0.099901159,2.074118505,8.079249633,0.041892099,42481.55036
4415,60,M,Barbaramouth,High,Bonds trader,High School,Widowed,4,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,35,3,FALSE,FALSE,0.985990501,12,7,592,961.2135314,568912,2023-12-13,2022-01-08,2.940823783,3.024424239,3.615678867,2,-89,2022-07-22,12,0.517806758,4.008457475,Neutral,Budgeting Tools,Transaction Delays,Medium,41.52305073,689.8377841,797198,1.33284109,2023-12-20,Credit,2023-12-13 00:00:00,0.534848587,1.918867982,8.830906484,0.373299222,16731.69811
4416,48,F,East Tammy,High,Education administrator,Master,Married,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,79,9,TRUE,FALSE,0.877792866,11,5,73,340.9976037,24820,2023-05-17,2023-02-28,2.457897568,4.313458298,4.880886617,9,61,2023-11-13,12,0.867290594,4.461253919,Neutral,Budgeting Tools,Customer Service,Medium,2.193934453,181.4877464,120277,17.52897989,2023-10-23,Debit,2023-05-17 00:00:00,0.797046109,6.609731629,19.49722473,0.978354931,71539.96853
4417,34,Other,Lake Brittany,Low,"Designer, furniture",High School,Married,6,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,3,1,FALSE,TRUE,0.621163265,4,2,115,564.2416098,64860,2023-09-07,2022-12-24,1.974248062,2.572018598,2.592636027,5,4,2023-05-12,7,0.971758468,1.520223957,Negative,Investment Analytics,App Issues,Low,20.07615669,226.109561,808538,21.03667679,2023-11-14,Credit,2023-09-07 00:00:00,0.602316828,6.911211622,13.39674236,0.763955358,22103.87518
4418,71,Other,Port Lori,Low,Investment analyst,Master,Divorced,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,77,8,FALSE,FALSE,0.988953936,6,6,791,682.9309867,539462,2021-03-08,2022-10-16,1.306927604,2.525883248,3.890888604,7,61,2022-02-12,4,0.849075745,4.580885583,Negative,International Transfers,App Issues,High,56.30769824,860.6927047,434953,18.33602598,2023-07-20,Transfer,2021-03-08 00:00:00,0.625452194,8.187339808,4.272136267,0.832724085,10680.57905
4419,79,Other,Elliotttown,Medium,Tour manager,Bachelor,Single,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,16,5,TRUE,FALSE,0.983742719,1,5,103,643.5761438,66229,2023-10-27,2023-10-10,1.140850793,1.134810187,4.516625222,7,-89,2022-06-29,0,0.891288549,4.465788051,Negative,Budgeting Tools,Fees,Low,73.09935432,362.6589001,800734,15.05724959,2023-11-18,Debit,2023-10-27 00:00:00,0.491889448,9.761652832,6.029990294,0.749999138,91706.75183
4420,49,F,Williamville,Low,Architect,PhD,Divorced,5,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,98,8,FALSE,FALSE,0.475079067,17,4,535,975.6922059,521625,2022-12-13,2023-05-19,4.165915333,2.837928648,4.195280627,2,-84,2021-04-15,16,0.958628301,1.070292506,Positive,International Transfers,Customer Service,Medium,36.99900701,257.5999088,546507,23.08627061,2023-03-02,Credit,2022-12-13 00:00:00,0.145750561,5.357927535,13.87659413,0.604890105,23566.70569
4421,57,F,Christensenmouth,Medium,Television/film/video producer,PhD,Single,3,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,56,3,TRUE,TRUE,0.303771413,9,5,820,365.5067156,299300,2023-03-18,2023-09-13,3.1020984,3.574493245,2.617115837,8,-95,2023-05-26,17,0.662767704,3.914018332,Positive,International Transfers,App Issues,Low,44.91214201,21.65546967,291236,5.111593892,2023-04-21,Transfer,2023-03-18 00:00:00,0.774596307,8.150120543,13.40206361,0.995328807,14283.87604
4422,30,M,New Travisview,Medium,Lobbyist,PhD,Divorced,6,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,98,6,FALSE,TRUE,0.187420745,18,2,259,728.6494715,188552,2021-12-24,2023-04-28,1.590872206,1.51946019,1.957860548,9,-71,2023-09-30,13,0.807576598,2.533692807,Positive,International Transfers,Transaction Delays,Medium,35.40789086,720.2137203,368665,27.81270351,2022-09-09,Debit,2021-12-24 00:00:00,0.998611142,1.517015626,1.344604417,0.566102308,88843.53445
4423,52,M,South Perryborough,Medium,Musician,PhD,Single,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,7,TRUE,FALSE,0.677012416,19,4,689,585.1785134,403065,2023-07-26,2022-11-14,1.377443211,1.739386926,1.127955429,10,-15,2021-08-10,0,0.679439187,1.203471012,Positive,Investment Analytics,Fees,High,9.282554771,473.3188665,704701,21.43058643,2023-08-09,Debit,2023-07-26 00:00:00,0.246223927,1.661576198,16.48467244,0.516277648,2254.213522
4424,22,Other,Jenniferstad,Premium,"Nurse, mental health",PhD,Widowed,1,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,8,FALSE,FALSE,0.03479765,9,2,582,525.3942041,305550,2021-09-04,2021-10-11,1.364250097,4.886543102,4.032351066,9,64,2023-09-03,6,0.893706597,2.323283398,Positive,Investment Analytics,Customer Service,High,94.1376523,181.7537001,301729,23.33029322,2022-09-02,Debit,2021-09-04 00:00:00,0.916373567,7.669389223,15.36135245,0.30627574,12168.4583
4425,46,Other,South Johntown,Medium,"Social research officer, government",Bachelor,Married,7,Referral,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,52,7,FALSE,FALSE,0.763827828,6,1,148,156.8772577,23088,2023-11-28,2022-05-19,1.577079237,3.92639715,2.539136047,9,-14,2023-06-15,5,0.898278625,3.419772859,Negative,Mobile Deposit,App Issues,High,49.41130348,876.21443,581023,1.40538145,2023-12-02,Credit,2023-11-28 00:00:00,0.073371785,0.724460765,5.884030795,0.108841425,3287.417491
4426,42,F,Michaelfort,Medium,Herbalist,Bachelor,Widowed,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,7,TRUE,FALSE,0.051320436,12,1,207,756.0798852,156492,2023-08-01,2023-02-24,1.114092845,4.63416659,3.007435876,7,-75,2023-03-04,19,0.743059249,2.22523891,Neutral,,Fees,Medium,13.09155441,800.4310418,189650,17.15215069,2023-09-25,Credit,2023-08-01 00:00:00,0.342063688,7.163255798,4.965871549,0.011990841,37917.89111
4427,39,F,Port Joseph,Low,Forest/woodland manager,PhD,Single,2,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,28,2,FALSE,TRUE,0.265371943,12,1,622,403.5902673,250666,2022-10-09,2023-05-08,4.06016701,2.904595753,4.929150373,4,75,2022-10-04,3,0.884074759,4.15029015,Neutral,Budgeting Tools,Fees,High,88.57846831,284.2342834,787106,15.23250498,2023-12-31,Transfer,2022-10-09 00:00:00,0.72748777,1.643476498,3.018368249,0.738728799,87876.15872
4428,83,M,Toddmouth,Medium,"Runner, broadcasting/film/video",High School,Single,3,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,75,3,FALSE,TRUE,0.497997287,10,9,30,137.9793708,4110,2021-01-18,2023-10-16,2.467204538,1.716697201,1.019127492,5,10,2021-09-02,7,0.694623179,2.980135495,Positive,Mobile Deposit,Customer Service,High,46.82829116,230.3074621,376517,25.50261011,2021-07-17,Transfer,2021-01-18 00:00:00,0.766109242,2.478888534,8.906682587,0.738208417,62703.63981
4429,62,M,Port Lisa,Low,Data processing manager,PhD,Divorced,3,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,8,6,TRUE,FALSE,0.097432931,18,3,416,21.297816,8736,2021-01-25,2023-12-30,2.150813002,1.6654908,2.10205194,9,-61,2021-10-14,8,0.840238608,1.141802363,Neutral,Investment Analytics,,Medium,51.66869163,422.70836,545292,23.77042451,2023-03-31,Credit,2021-01-25 00:00:00,0.870884349,2.688459018,7.71370698,0.57998062,33061.82224
4430,18,M,New Cassie,High,Firefighter,Master,Single,3,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,89,3,FALSE,TRUE,0.036297669,6,1,760,157.0541521,119320,2022-03-08,2023-10-06,2.844015324,3.166596079,4.924399499,9,58,2022-01-06,1,0.656322726,3.242532074,Positive,Investment Analytics,Transaction Delays,Medium,76.55679549,371.2470057,264780,9.760730579,2023-03-28,Debit,2022-03-08 00:00:00,0.775474434,8.554749858,0.226974555,0.852153199,22852.43258
4431,61,F,Jessicaborough,Low,"Radiographer, diagnostic",Master,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,20,9,FALSE,TRUE,0.479802358,1,3,582,693.4878461,403326,2023-02-17,2023-12-27,2.243043465,3.861554457,2.951847602,2,-55,2021-09-09,4,0.562724973,2.751113041,Neutral,Mobile Deposit,Fees,Low,48.04240217,165.5203298,256383,4.289853366,2023-03-05,Transfer,2023-02-17 00:00:00,0.448390811,1.731529415,17.19143483,0.685192999,19155.02891
4432,56,Other,Johnfurt,Medium,Fisheries officer,Master,Single,7,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,0,9,TRUE,FALSE,0.886756236,11,8,415,751.2684521,311665,2021-07-26,2022-04-17,3.78897154,4.663555314,4.75063873,10,93,2023-01-11,0,0.912986012,1.379036166,Neutral,Mobile Deposit,Fees,Low,51.05394819,981.38092,703723,8.082564936,2022-06-06,Debit,2021-07-26 00:00:00,0.442358988,1.593357178,6.66922764,0.391376133,34240.69034
4433,71,M,Haynestown,High,Emergency planning/management officer,Master,Single,6,Referral,VIP,TRUE,TRUE,FALSE,FALSE,FALSE,2,35,6,FALSE,TRUE,0.408314425,12,2,912,55.41283185,50160,2022-10-29,2023-02-27,2.190166556,2.62864649,4.405609398,5,-34,2021-04-22,17,0.516578168,2.767486721,Neutral,,Fees,Medium,7.746189289,341.048352,464330,26.94238318,2023-07-04,Credit,2022-10-29 00:00:00,0.012424283,0.6210968,3.606514657,0.923202285,97219.29328
4434,46,M,Joseberg,Low,Production engineer,PhD,Divorced,6,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,1,FALSE,FALSE,0.200279344,3,4,29,163.218372,4727,2023-01-11,2021-06-21,3.483024547,2.301941248,3.846608645,7,-13,2021-03-26,2,0.739712125,4.19004635,Positive,Investment Analytics,Transaction Delays,High,49.24854609,534.8793444,349138,11.54739807,2023-06-17,Debit,2023-01-11 00:00:00,0.981360265,9.859848457,9.705148226,0.053868966,99020.71836
4435,71,F,Anthonychester,Medium,"Teacher, secondary school",Master,Single,1,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,5,1,FALSE,TRUE,0.408350681,0,1,278,999.2200214,277722,2022-06-16,2023-05-14,2.497169006,4.739846915,3.854989361,6,-10,2021-05-24,6,0.978143024,1.42555728,Negative,Mobile Deposit,Customer Service,Medium,25.19205634,745.4083838,252911,27.88751041,2023-09-20,Credit,2022-06-16 00:00:00,0.550074823,5.458324875,16.45082973,0.588515962,46839.52114
4436,33,M,West Stevenberg,Medium,Camera operator,High School,Divorced,2,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,17,4,FALSE,FALSE,0.722634477,19,6,680,419.7235979,284920,2022-01-19,2023-12-16,2.636695446,2.814449116,1.018547022,6,23,2022-07-23,3,0.500509408,1.986610086,Neutral,,,High,38.99148101,928.4593285,705099,11.61706956,2022-09-25,Transfer,2022-01-19 00:00:00,0.728653699,6.181986036,16.51360687,0.807100273,27794.09092
4437,37,Other,Garrettside,High,Electronics engineer,PhD,Married,7,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,71,8,FALSE,TRUE,0.041362639,14,9,924,896.0566643,827904,2022-06-23,2022-03-26,4.132186,3.082014153,2.188796927,1,64,2021-08-09,5,0.967622512,4.94661828,Negative,International Transfers,App Issues,High,58.64869218,157.6153284,185645,29.67300412,2023-01-27,Transfer,2022-06-23 00:00:00,0.218050078,8.949498283,6.881298011,0.590850971,98473.98868
4438,63,F,New Sean,Medium,Chiropodist,Master,Divorced,2,Branch,New,FALSE,TRUE,FALSE,FALSE,FALSE,1,10,3,FALSE,FALSE,0.030745449,17,4,463,412.7365372,190756,2022-05-01,2021-06-28,3.074512897,2.796938392,2.763453046,2,-1,2022-07-04,17,0.544576906,2.658240945,Negative,Investment Analytics,Fees,High,7.094644285,150.2026905,56789,8.736383531,2023-11-17,Debit,2022-05-01 00:00:00,0.61218328,1.247237993,12.72424263,0.012313962,33161.16548
4439,84,M,Danielview,Medium,"Conservator, furniture",PhD,Single,4,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,68,4,FALSE,TRUE,0.462781961,14,6,85,533.7541897,45305,2022-07-06,2022-04-27,2.622087539,4.072951381,3.079219064,7,44,2021-09-18,8,0.786799146,4.320441439,Positive,,Transaction Delays,Low,9.790584566,610.3591744,292893,12.57232883,2022-10-06,Credit,2022-07-06 00:00:00,0.869933018,1.334196853,14.01614336,0.387613661,37335.14878
4440,82,M,Hillmouth,High,Chartered accountant,PhD,Married,2,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,20,6,TRUE,TRUE,0.676694234,16,2,904,876.8531931,791904,2023-08-24,2023-01-11,2.31199438,1.284679808,2.775390475,4,24,2021-07-16,0,0.719843182,3.015944523,Positive,Investment Analytics,App Issues,Medium,40.5344191,268.1226626,680528,9.450904723,2023-10-27,Transfer,2023-08-24 00:00:00,0.149500678,3.085101448,1.852336923,0.356658436,3987.876641
4441,75,F,Frankberg,Medium,Chartered legal executive (England and Wales),PhD,Single,2,Branch,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,84,9,FALSE,TRUE,0.613757167,2,5,65,989.9627708,64285,2022-12-04,2021-01-06,3.622303103,4.345595869,2.745938812,8,-33,2023-05-17,10,0.598601233,1.92797303,Negative,Mobile Deposit,App Issues,High,65.71778633,669.162005,62997,29.71183392,2023-07-24,Transfer,2022-12-04 00:00:00,0.592071144,0.605075851,4.434654194,0.496024277,38025.06741
4442,70,F,Stephanieville,Medium,Art gallery manager,Bachelor,Divorced,5,Branch,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,83,4,TRUE,FALSE,0.637821273,7,2,158,80.28619896,12640,2023-01-20,2022-02-21,3.506776443,2.567730943,4.450452305,2,4,2022-02-24,19,0.85507742,1.343630055,Positive,,Transaction Delays,Medium,70.68538567,167.1051021,834337,12.78133931,2023-10-03,Debit,2023-01-20 00:00:00,0.252619575,9.969170541,7.790104618,0.836765315,11326.67982
4443,18,M,Port Markfort,Low,Communications engineer,Master,Widowed,5,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,8,3,TRUE,TRUE,0.165717922,6,0,954,635.9059657,605790,2022-01-12,2021-02-05,1.33328453,4.86365426,4.878412707,8,-42,2021-03-23,18,0.646889429,3.985519902,Neutral,International Transfers,Fees,Low,94.7990514,581.579592,805485,24.30716958,2022-12-25,Transfer,2022-01-12 00:00:00,0.623015775,7.372065302,3.360775941,0.110098506,52568.48275
4444,83,Other,Donaldfurt,High,Set designer,Bachelor,Married,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,1,9,FALSE,TRUE,0.538735308,0,7,258,473.7774373,122034,2023-10-19,2023-01-13,3.698653043,2.201906908,4.388137052,9,-61,2021-05-03,10,0.873054128,2.94019549,Positive,International Transfers,Transaction Delays,Medium,4.24699176,735.1740703,192663,4.732212472,2023-11-09,Debit,2023-10-19 00:00:00,0.333145482,8.196561274,19.15519572,0.05711248,64794.6681
4445,46,F,Lake Ryanmouth,High,"Programmer, systems",High School,Widowed,4,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,3,7,TRUE,TRUE,0.377922735,18,8,536,543.8077929,291048,2023-05-19,2023-08-29,2.808421163,2.88116782,3.764612744,10,54,2021-01-21,12,0.696999445,4.917533853,Positive,Investment Analytics,,Medium,26.01802064,724.8343776,825483,2.940980558,2023-07-24,Transfer,2023-05-19 00:00:00,0.849477656,9.047173321,17.07228931,0.784862918,79390.78459
4446,25,Other,Thompsonton,Premium,Scientific laboratory technician,High School,Widowed,3,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,89,9,TRUE,TRUE,0.11049537,17,4,433,209.7027113,90497,2022-03-08,2021-10-01,4.895901706,2.689579152,3.945166809,10,39,2021-08-17,18,0.52126161,4.61089126,Neutral,Mobile Deposit,Customer Service,High,86.47120951,730.496355,192941,26.92361921,2023-06-17,Debit,2022-03-08 00:00:00,0.686523553,7.612655485,17.05198916,0.278145036,5376.230057
4447,46,M,Marioshire,Premium,Architectural technologist,Bachelor,Married,4,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,6,TRUE,TRUE,0.128062663,0,0,453,895.410437,405435,2023-05-09,2021-08-14,2.873734038,4.205699142,3.949320429,1,58,2022-11-23,9,0.715484003,1.616897055,Positive,Mobile Deposit,Fees,Low,25.55179871,652.5313504,850910,11.91344477,2023-07-24,Transfer,2023-05-09 00:00:00,0.246307764,3.782645331,14.72174917,0.96084021,53112.77154
4448,68,Other,New Brianberg,High,Fashion designer,Master,Widowed,4,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,82,4,FALSE,TRUE,0.645343415,10,1,780,293.923005,228540,2023-02-02,2021-05-03,4.773396853,3.686270744,4.19881625,6,55,2022-07-22,1,0.826197257,3.628377471,Negative,Mobile Deposit,Customer Service,Low,45.17679286,992.8592924,690336,21.51011533,2023-07-06,Debit,2023-02-02 00:00:00,0.073608754,0.317144646,19.45452567,0.568993782,16053.93682
4449,50,M,Brownland,High,Logistics and distribution manager,PhD,Widowed,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,5,TRUE,TRUE,0.957220637,0,7,261,147.9595872,38367,2023-01-18,2022-12-17,4.215572973,3.58743242,1.223660268,4,11,2022-08-06,4,0.561016927,1.733243797,Negative,Investment Analytics,Fees,Low,64.4577663,961.5227301,626586,12.65777658,2023-03-24,Transfer,2023-01-18 00:00:00,0.425784498,0.833775236,13.02509362,0.435374079,35055.17531
4450,20,M,East Curtis,High,Surgeon,High School,Widowed,6,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,2,TRUE,FALSE,0.106299746,14,6,738,711.7655153,524718,2023-04-01,2023-01-10,4.871039149,3.857299233,1.299135731,6,-1,2023-05-31,6,0.91223908,2.459681558,Negative,Mobile Deposit,App Issues,Medium,94.47362739,104.5692809,207703,24.37174572,2023-04-02,Transfer,2023-04-01 00:00:00,0.818889665,0.235363562,0.984829538,0.34571478,57138.95637
4451,77,M,Lake Jimmy,Medium,Pathologist,High School,Widowed,2,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,92,3,FALSE,TRUE,0.494890433,7,3,526,980.6198942,515480,2022-07-27,2021-10-13,1.82359907,4.836294354,1.389503892,8,-75,2022-05-08,0,0.801369737,2.331622067,Neutral,International Transfers,Customer Service,Low,90.30754388,377.001336,222185,18.39109907,2023-02-04,Credit,2022-07-27 00:00:00,0.439922437,9.039262275,19.84375871,0.948513726,48805.05721
4452,52,M,Teresamouth,Medium,Visual merchandiser,High School,Married,1,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,38,5,TRUE,TRUE,0.247926428,12,2,204,247.9731064,50388,2023-07-13,2022-08-27,2.329274807,2.911824157,4.644734076,8,-88,2022-04-18,6,0.952381634,3.059852963,Negative,Investment Analytics,,High,61.40222623,811.8208602,525012,21.73923093,2023-10-04,Debit,2023-07-13 00:00:00,0.600630326,4.744800008,5.447303992,0.978166409,81745.42383
4453,37,Other,South Matthewland,Medium,Arts administrator,Master,Single,7,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,59,3,TRUE,FALSE,0.281608231,2,3,767,474.28317,363558,2022-01-04,2023-08-01,3.353421736,3.606741136,3.487180839,8,44,2022-03-28,1,0.959528078,4.337524836,Neutral,Mobile Deposit,Fees,Low,68.08081739,463.4887622,406802,22.87709738,2023-09-16,Credit,2022-01-04 00:00:00,0.275952823,9.982870392,14.06987383,0.344643768,72994.38392
4454,56,M,Moraleston,Medium,"Buyer, retail",Bachelor,Widowed,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,33,3,TRUE,FALSE,0.224454267,6,4,795,74.12535206,58830,2021-09-26,2021-10-23,1.389437092,3.735582486,2.821286767,3,-60,2022-07-01,14,0.982814975,4.538931165,Negative,Budgeting Tools,Customer Service,Low,88.7264535,303.2330532,964991,5.217525795,2022-06-21,Credit,2021-09-26 00:00:00,0.510529282,3.882032383,1.742372672,0.971886967,47962.59568
4455,21,M,Mayfurt,High,"Programme researcher, broadcasting/film/video",Bachelor,Married,7,Marketing,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,58,9,TRUE,FALSE,0.54569148,12,3,578,340.1407466,196520,2022-04-14,2023-05-13,3.845660393,4.428319125,4.080937794,4,-69,2022-12-26,13,0.715529426,3.732277845,Positive,,Customer Service,High,61.12491724,889.6055303,63953,10.64048272,2023-01-27,Debit,2022-04-14 00:00:00,0.887797257,4.042011198,13.9515226,0.573186311,79047.17391
4456,36,Other,New Mackenzie,Medium,Artist,Master,Married,2,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,71,4,TRUE,FALSE,0.056712977,17,8,177,807.7253364,142839,2021-07-24,2022-05-12,2.076503688,2.152852733,1.880433385,5,-79,2022-04-30,17,0.667178232,3.520817482,Positive,International Transfers,,Low,23.71637029,394.1759809,756742,9.489344093,2021-11-06,Transfer,2021-07-24 00:00:00,0.508022282,2.137940045,19.03555888,0.370843435,92581.00252
4457,62,F,South Erik,Medium,Radio producer,High School,Married,7,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,5,4,FALSE,FALSE,0.742497391,11,0,996,882.7397711,878472,2022-07-07,2022-03-08,1.597775989,4.225340824,4.220057002,6,19,2021-11-07,17,0.924551725,4.691994227,Positive,,Fees,Low,6.564574226,36.26695596,533817,18.4638312,2022-07-24,Debit,2022-07-07 00:00:00,0.903974424,3.273414759,3.727246881,0.982154413,81961.56114
4458,60,Other,Jeremyton,Medium,"Horticulturist, amenity",Master,Married,4,Online,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,31,1,FALSE,FALSE,0.606729953,2,0,557,242.0182097,134794,2022-04-28,2022-04-05,1.235780953,2.997029742,2.383430568,2,9,2021-02-17,13,0.832722147,1.407489187,Neutral,,,Medium,59.24292315,464.1830341,662392,1.529695237,2022-10-15,Credit,2022-04-28 00:00:00,0.718208046,3.270102563,6.840453907,0.988195931,31128.85695
4459,30,Other,North Dawnbury,High,Animal technologist,Master,Divorced,2,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,27,7,FALSE,FALSE,0.384830982,9,9,550,551.9573113,303050,2023-06-05,2021-04-25,2.660135987,1.06464091,3.537889465,9,20,2022-10-11,10,0.680427986,2.568760518,Negative,International Transfers,Transaction Delays,Low,77.07605535,409.2098276,795093,4.795611072,2023-12-06,Transfer,2023-06-05 00:00:00,0.672979856,9.795519186,16.78013969,0.934456721,72846.32223
4460,30,Other,Williamsbury,High,Equality and diversity officer,Bachelor,Single,3,Branch,New,FALSE,FALSE,TRUE,FALSE,FALSE,1,74,9,FALSE,FALSE,0.217850272,4,6,451,786.9783009,354486,2023-02-20,2021-10-10,1.509157516,1.612297623,4.949818037,1,-2,2022-03-27,12,0.947479988,1.872206113,Negative,Mobile Deposit,App Issues,High,70.50539581,227.3428507,848076,0.073198165,2023-06-15,Credit,2023-02-20 00:00:00,0.888477339,1.497701388,9.504139857,0.420280906,35509.10694
4461,77,M,East Stephanie,Medium,"Therapist, sports",Master,Single,3,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,91,8,TRUE,TRUE,0.536319321,8,2,314,28.31028322,8792,2022-02-06,2021-08-29,2.996130491,4.357444833,1.287513171,8,-21,2021-12-18,18,0.628600662,1.546971385,Positive,Investment Analytics,,High,59.10270899,365.7968294,869880,11.67864884,2023-07-07,Transfer,2022-02-06 00:00:00,0.209565927,9.428133013,8.607840268,0.79133217,62150.84476
4462,74,M,New Luis,Medium,Dentist,Master,Widowed,4,Online,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,95,2,FALSE,FALSE,0.955152766,0,3,356,220.1812817,78320,2021-10-26,2021-10-21,2.636186492,2.073134273,4.829961929,3,-51,2023-02-24,18,0.954993914,3.683636905,Neutral,Investment Analytics,Transaction Delays,High,49.24525898,131.9782809,927624,13.16908512,2023-03-02,Debit,2021-10-26 00:00:00,0.85259367,9.344374863,9.369855715,0.985692612,69266.2701
4463,69,M,Avilafurt,Medium,Management consultant,High School,Married,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,40,6,FALSE,TRUE,0.708106143,4,0,840,46.96555671,38640,2021-11-03,2023-02-13,4.483433887,2.187985202,4.071177889,5,-98,2022-02-21,2,0.90093575,1.768378854,Negative,Budgeting Tools,,Medium,68.80682613,577.4111451,222475,5.386404958,2023-08-25,Debit,2021-11-03 00:00:00,0.219535923,6.262386151,4.549323082,0.100590138,31422.99527
4464,70,F,New Kathyfort,Low,Civil Service administrator,PhD,Divorced,5,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,71,5,FALSE,FALSE,0.279355638,0,1,66,135.5559164,8910,2023-08-27,2021-02-23,1.291753131,3.940616825,2.781721067,6,49,2021-02-05,18,0.706100196,4.841409968,Neutral,,,Medium,8.550455081,425.6068223,624353,5.141881227,2023-09-24,Credit,2023-08-27 00:00:00,0.811425864,5.986654274,13.7292904,0.164839146,58981.06251
4465,60,M,Lake Jenniferchester,Medium,Theatre manager,High School,Married,3,Referral,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,83,8,FALSE,TRUE,0.74291784,1,4,617,185.8874423,114145,2021-01-20,2023-05-20,4.43892051,3.743639935,1.41012068,10,86,2021-11-25,11,0.678893393,3.111094585,Negative,Budgeting Tools,Fees,Low,53.29672632,115.4206941,393028,12.84150127,2023-01-21,Debit,2021-01-20 00:00:00,0.294299054,3.313798705,14.23376763,0.136491333,53321.85377
4466,59,F,North Jameston,High,Water quality scientist,Bachelor,Widowed,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,87,1,TRUE,TRUE,0.504040903,9,3,618,39.2863475,24102,2021-12-28,2023-02-01,3.85995707,2.801310193,1.446793863,7,-6,2021-07-06,17,0.941368151,2.885957893,Negative,Investment Analytics,,Medium,21.13580546,994.8579069,824722,7.470272749,2022-03-22,Debit,2021-12-28 00:00:00,0.881897613,4.011043053,14.17285025,0.336467951,59749.53649
4467,43,M,East Brandi,Medium,Waste management officer,PhD,Single,1,Referral,VIP,FALSE,FALSE,FALSE,TRUE,FALSE,1,26,9,FALSE,FALSE,0.048017639,3,2,822,443.5015264,364146,2023-05-14,2021-04-21,3.584058422,3.920258333,3.329727723,5,-85,2022-07-07,6,0.742598188,2.430556536,Neutral,Investment Analytics,,High,62.61287535,976.479388,166050,2.225585649,2023-09-28,Debit,2023-05-14 00:00:00,0.498315008,2.283255767,2.807802935,0.138320799,23225.9957
4468,40,Other,West Jacquelineshire,Medium,Food technologist,High School,Widowed,5,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,52,9,FALSE,FALSE,0.617536111,2,1,669,418.4228048,279642,2023-10-21,2021-08-06,4.901076115,3.44162541,3.101796958,5,12,2023-09-23,17,0.883645803,2.094950849,Positive,International Transfers,Customer Service,Low,3.029271352,857.4699338,415054,27.66206124,2023-12-12,Debit,2023-10-21 00:00:00,0.959942393,3.69982913,13.35533572,0.928183522,90909.83082
4469,60,M,Williamburgh,Low,Marine scientist,Master,Widowed,3,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,10,7,FALSE,FALSE,0.23389465,9,0,857,298.760833,255386,2021-10-03,2021-06-01,1.196775346,1.732090159,3.141581807,6,-35,2021-09-13,11,0.822503129,4.645213505,Negative,Budgeting Tools,,Low,85.32465576,255.9678623,559602,25.9642836,2022-11-30,Transfer,2021-10-03 00:00:00,0.079145052,5.019026202,19.37039719,0.494413934,25994.44348
4470,45,F,Lewisside,Medium,"Editor, magazine features",Master,Widowed,4,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,86,8,TRUE,FALSE,0.409658862,14,0,241,325.0495337,78325,2023-11-25,2023-09-04,2.962112507,2.107204056,2.111783726,1,-61,2021-07-15,9,0.588596023,3.460570733,Neutral,Investment Analytics,App Issues,High,52.16526097,104.5517585,630554,1.578390623,2023-12-14,Debit,2023-11-25 00:00:00,0.018911754,8.377569878,9.722483369,0.500745475,7443.150932
4471,26,F,Lake Julieport,Low,"Therapist, sports",PhD,Widowed,4,Referral,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,21,9,FALSE,FALSE,0.478467595,5,0,507,541.7619357,274287,2023-12-30,2021-11-20,3.917077507,1.256822317,1.36708553,5,83,2022-05-20,5,0.95088776,1.945845159,Positive,Budgeting Tools,Customer Service,High,47.96479094,396.2929657,828191,6.15775362,2023-12-31,Debit,2023-12-30 00:00:00,0.975047035,3.245614246,1.464051644,0.717123824,71509.67117
4472,37,M,Angelahaven,Medium,"Investment banker, corporate",PhD,Widowed,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,4,5,TRUE,FALSE,0.799307879,0,6,4,806.761545,3224,2022-10-09,2021-03-03,3.137717573,3.646107746,4.197759267,6,-15,2023-04-13,2,0.809492958,3.733473735,Neutral,International Transfers,,High,91.86777838,775.8889855,590325,21.19515351,2023-06-11,Debit,2022-10-09 00:00:00,0.095383552,3.911824922,8.980212109,0.223508781,78790.1258
4473,73,Other,Mooreborough,Medium,Clinical molecular geneticist,Master,Widowed,1,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,33,2,FALSE,TRUE,0.580068423,9,0,439,975.3666376,428025,2023-09-24,2021-10-28,2.281834992,1.221736556,1.887062708,5,83,2022-03-29,13,0.662999577,1.949897596,Neutral,International Transfers,,High,25.80249762,872.1374048,836618,2.028906482,2023-11-01,Debit,2023-09-24 00:00:00,0.712099,1.402523769,6.465981878,0.92560431,7316.259693
4474,56,M,Matthewmouth,High,"Research officer, political party",Bachelor,Widowed,5,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,61,1,FALSE,TRUE,0.340096415,1,1,650,818.6835313,531700,2022-09-07,2023-01-19,1.104816531,3.97088807,3.581556162,4,-23,2022-05-11,15,0.680626882,4.082617314,Neutral,International Transfers,Fees,High,23.306224,398.2196257,45032,27.56995786,2022-10-25,Credit,2022-09-07 00:00:00,0.474202183,1.001928732,10.13469644,0.312268166,26322.81372
4475,68,M,Philipport,Medium,"Civil engineer, consulting",High School,Single,6,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,30,5,TRUE,TRUE,0.657248598,8,1,377,395.9212251,148915,2022-05-29,2021-10-17,3.608383322,3.13122045,2.459358046,3,-87,2023-07-31,8,0.618135585,3.212747155,Neutral,International Transfers,App Issues,High,2.367352595,417.9869553,703063,0.447133239,2022-12-23,Transfer,2022-05-29 00:00:00,0.775896339,0.102913236,10.64585512,0.454717223,1481.660203
4476,29,M,Johnsonhaven,Medium,Drilling engineer,Master,Single,3,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,46,8,TRUE,TRUE,0.192095079,16,7,44,876.7782681,38544,2021-04-08,2021-06-11,4.462090906,2.755082721,3.536116699,8,-39,2021-12-06,6,0.794098908,2.768884869,Negative,International Transfers,,High,7.956422518,17.86014846,815704,16.11547212,2021-07-09,Credit,2021-04-08 00:00:00,0.152667303,7.68992575,5.225146461,0.615933801,5203.026393
4477,72,Other,Harrisville,Medium,Economist,High School,Married,4,Marketing,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,36,4,FALSE,FALSE,0.822792706,15,4,721,825.9415832,594825,2023-03-27,2022-05-17,3.873351813,3.387294889,4.077647588,8,10,2021-12-22,13,0.593555354,3.618868425,Positive,International Transfers,,Low,17.25304727,852.3720349,850081,12.0456036,2023-07-09,Debit,2023-03-27 00:00:00,0.692625457,5.587927959,11.56903745,0.873407648,52209.1765
4478,28,F,South Lindaborough,High,Curator,High School,Married,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,25,4,FALSE,FALSE,0.201430291,1,3,961,913.1005073,877393,2021-07-22,2021-06-07,1.204330979,3.478223424,1.775918351,7,-32,2022-03-28,12,0.680466791,4.485926411,Neutral,International Transfers,Customer Service,Medium,46.16668343,383.8538974,332600,14.31013314,2022-08-01,Credit,2021-07-22 00:00:00,0.058168077,5.507350383,7.881403251,0.785075414,72679.45138
4479,43,Other,Port Ashley,Low,"Research officer, government",High School,Divorced,7,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,86,4,FALSE,FALSE,0.558531829,15,2,899,74.90334535,66526,2021-12-01,2021-01-26,3.804010286,3.337757925,1.05490021,3,54,2022-07-27,15,0.969782585,2.612973348,Negative,,Customer Service,High,79.08777366,986.9369735,166042,21.74284374,2022-02-17,Debit,2021-12-01 00:00:00,0.886924646,1.507283064,19.17153155,0.56308242,70732.14801
4480,59,F,Marissaborough,High,Network engineer,High School,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,8,TRUE,TRUE,0.205128144,2,7,62,359.9587416,22258,2021-05-03,2023-05-03,3.950058951,3.85295823,2.116427138,3,-54,2021-08-08,17,0.521982212,3.753673762,Negative,Mobile Deposit,App Issues,Medium,16.4246835,353.4768587,765445,0.829855472,2022-10-02,Debit,2021-05-03 00:00:00,0.710442038,7.399337571,3.184277953,0.77222875,70789.94315
4481,44,F,Michaelton,Premium,Forest/woodland manager,Bachelor,Single,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,7,TRUE,FALSE,0.325563027,18,9,998,56.06500026,55888,2022-03-18,2021-11-03,3.653313127,3.544268738,4.845118548,9,-33,2021-01-07,11,0.860516098,2.452626813,Positive,Mobile Deposit,Customer Service,Low,20.87165796,12.7097549,814163,18.65714558,2022-09-26,Debit,2022-03-18 00:00:00,0.367669547,4.915215874,7.943718967,0.363525692,48332.66808
4482,28,F,New Pamela,Medium,Fisheries officer,Bachelor,Single,1,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,37,1,TRUE,FALSE,0.422488469,12,5,350,328.2282729,114800,2022-06-05,2022-01-09,3.355909356,2.932329104,1.732435189,3,-14,2022-05-05,14,0.56725383,2.443442124,Neutral,,,High,44.13129711,225.2376918,174079,25.07541312,2022-06-13,Debit,2022-06-05 00:00:00,0.121153443,5.3086185,8.64096246,0.431499202,26625.56034
4483,55,Other,Jaytown,High,English as a second language teacher,Bachelor,Divorced,4,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,6,TRUE,TRUE,0.367419537,5,6,5,287.7950727,1435,2023-09-03,2023-08-21,3.805726724,4.318149299,2.893355517,1,-27,2022-09-24,6,0.681021468,4.355239023,Neutral,Budgeting Tools,Transaction Delays,High,96.16566877,546.8863186,582159,21.1385364,2023-09-21,Transfer,2023-09-03 00:00:00,0.428932457,9.641084073,0.677147776,0.494664944,72560.94513
4484,60,M,Alexanderburgh,High,"Surveyor, hydrographic",Master,Single,2,Marketing,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,68,4,TRUE,FALSE,0.933866546,6,4,44,911.3271489,40084,2021-07-17,2021-10-14,3.304600666,4.894686306,2.493572678,7,44,2023-06-11,17,0.786809033,3.192473619,Positive,Budgeting Tools,Transaction Delays,High,98.4155301,801.0697548,773094,11.02665975,2022-07-15,Transfer,2021-07-17 00:00:00,0.634117607,6.736263546,14.67404266,0.913001895,24203.37992
4485,36,M,Jamiefurt,Medium,"Programme researcher, broadcasting/film/video",Master,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,2,TRUE,FALSE,0.223490746,11,4,395,945.4717671,373275,2023-07-11,2023-12-17,2.916427467,3.450359437,2.238147219,1,6,2023-03-03,13,0.991537826,2.61857752,Positive,International Transfers,Fees,Low,86.267592,32.94317246,648806,5.548833833,2023-11-19,Credit,2023-07-11 00:00:00,0.693661801,8.116262963,13.07672464,0.226686925,20936.58681
4486,81,M,Stephenfurt,High,"Education officer, environmental",Master,Married,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,24,3,FALSE,FALSE,0.180149836,13,9,501,698.1207728,349698,2022-11-17,2022-09-06,3.145498257,3.848398801,3.923685676,9,-74,2023-07-03,17,0.660127072,1.805721099,Negative,Budgeting Tools,Fees,High,1.622234241,23.68108185,885201,21.43591083,2023-05-27,Credit,2022-11-17 00:00:00,0.524054603,5.940476383,13.64807863,0.65761065,66061.61112
4487,23,M,South Timothy,Medium,"Development worker, community",Bachelor,Single,1,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,32,4,FALSE,TRUE,0.517536341,14,7,73,289.9686347,21097,2022-06-17,2023-08-21,1.288286691,3.033797167,3.886705022,7,3,2022-03-14,14,0.595639187,4.184643688,Negative,,Customer Service,High,59.23486001,277.4808173,177523,10.86939567,2023-01-03,Credit,2022-06-17 00:00:00,0.337827373,6.379181445,5.576350814,0.519727804,60635.667
4488,63,M,Laurabury,Medium,Advertising art director,High School,Single,7,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,7,FALSE,TRUE,0.948915993,1,0,175,16.85330895,2800,2023-01-10,2023-04-23,3.102180765,2.603527413,4.120530205,3,-50,2022-04-21,5,0.812918988,3.520476033,Positive,,Transaction Delays,High,17.96457584,188.4734809,714392,23.98886859,2023-05-26,Credit,2023-01-10 00:00:00,0.188327321,9.448782607,19.94638393,0.757337786,85669.24984
4489,59,Other,New Danieltown,High,Media planner,Bachelor,Divorced,4,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,70,1,TRUE,FALSE,0.503328806,9,2,14,673.8491746,9422,2023-01-08,2022-11-22,3.814437226,4.443230502,2.356695146,5,86,2021-07-25,10,0.737808508,3.880338328,Positive,International Transfers,Transaction Delays,Low,87.21128637,490.6226336,742554,0.797845919,2023-08-10,Transfer,2023-01-08 00:00:00,0.236738559,9.855805788,18.23945528,0.870206069,25706.42859
4490,82,Other,New Brendantown,High,Horticultural consultant,Master,Widowed,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,15,1,FALSE,TRUE,0.959374477,16,6,19,504.4054484,9576,2022-06-12,2023-06-29,2.974872483,1.778676086,2.436829319,7,-42,2021-06-17,17,0.630340731,2.743808139,Negative,International Transfers,Transaction Delays,Low,52.63792911,899.2407338,718340,0.341285694,2023-05-03,Debit,2022-06-12 00:00:00,0.822532572,3.803871967,2.389894875,0.015862238,12281.96526
4491,76,Other,Sarahport,Premium,Dealer,PhD,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,48,3,FALSE,FALSE,0.190355404,14,2,525,215.2742284,112875,2022-12-06,2021-01-28,3.227909779,3.761195056,3.188987553,1,-22,2023-04-17,2,0.865990712,2.232603474,Neutral,International Transfers,Transaction Delays,Low,58.0639307,240.3027395,785311,14.76115744,2023-09-05,Credit,2022-12-06 00:00:00,0.79636545,5.920404881,19.17106265,0.360456953,35395.72797
4492,69,Other,Jamesshire,Medium,Cytogeneticist,Master,Married,5,Referral,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,92,2,TRUE,TRUE,0.01025638,5,8,896,184.0039316,164864,2021-02-10,2022-08-11,4.056137506,1.54890578,1.015161867,10,51,2023-06-29,2,0.888382012,3.897663197,Positive,Budgeting Tools,,Low,39.90365847,371.2417039,420404,3.500881395,2021-07-20,Credit,2021-02-10 00:00:00,0.507200878,8.718077639,19.76432647,0.758041925,84088.08535
4493,64,Other,North Brian,Medium,"Clinical scientist, histocompatibility and immunogenetics",High School,Single,3,Referral,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,14,3,FALSE,TRUE,0.302945205,1,1,533,564.2744918,300612,2023-04-24,2021-08-16,1.565402869,4.066462901,4.815311661,7,81,2023-06-26,1,0.866402277,1.345322748,Positive,Investment Analytics,Customer Service,Medium,21.28201873,726.3833509,223823,24.75769547,2023-07-22,Debit,2023-04-24 00:00:00,0.81677214,6.730892737,9.660155565,0.880912279,72336.79294
4494,24,Other,Lake James,Medium,Mining engineer,Bachelor,Single,2,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,19,3,TRUE,TRUE,0.638198513,0,0,959,138.9482289,132342,2021-09-06,2021-11-16,3.999455575,1.938586307,1.937794467,6,-2,2021-11-04,11,0.917017179,3.640057261,Neutral,Mobile Deposit,Fees,High,73.81129933,556.5620626,578714,2.502383847,2022-04-09,Transfer,2021-09-06 00:00:00,0.987767832,4.94672863,5.980750916,0.457354494,28861.05026
4495,28,Other,Harmonstad,Low,"Editor, commissioning",PhD,Divorced,1,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,21,1,TRUE,FALSE,0.59205001,8,6,807,553.5708815,446271,2022-12-21,2021-05-03,2.494281837,3.42806478,1.689464536,4,40,2023-02-27,15,0.839729595,4.907238213,Neutral,Investment Analytics,App Issues,Low,52.75202245,192.2171252,562933,28.42457198,2023-11-04,Transfer,2022-12-21 00:00:00,0.146633138,6.974150098,17.58858682,0.356292776,17461.74322
4496,78,M,West Roberttown,Medium,Mudlogger,PhD,Widowed,7,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,9,6,FALSE,TRUE,0.241724465,15,8,235,916.8676398,215260,2022-02-12,2021-03-07,4.142251253,1.55728805,3.549512098,1,41,2023-02-18,9,0.841775264,4.258072084,Neutral,International Transfers,Transaction Delays,Medium,89.95651943,287.1803736,176999,8.456326855,2023-08-05,Transfer,2022-02-12 00:00:00,0.293860604,4.954616555,16.09833737,0.297795859,84869.76846
4497,42,F,Kayleeville,Medium,IT sales professional,High School,Widowed,6,Marketing,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,71,8,FALSE,TRUE,0.661574151,15,3,578,793.5567518,458354,2021-12-24,2021-12-22,1.878691347,1.002398025,4.392415865,10,-31,2021-02-17,11,0.721977541,3.928737662,Neutral,,App Issues,Medium,25.63283493,769.2744535,869881,26.25831095,2023-06-27,Transfer,2021-12-24 00:00:00,0.752043581,8.304894487,11.10051504,0.880152361,5517.946933
4498,29,Other,Donaldmouth,Medium,Gaffer,Bachelor,Married,3,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,54,5,FALSE,TRUE,0.830247317,13,8,798,942.0149594,751716,2022-08-06,2023-10-28,4.176447674,3.965748929,3.567792435,7,97,2022-07-11,3,0.789731302,2.763917701,Positive,Budgeting Tools,Transaction Delays,Medium,19.64115011,122.3476117,886605,8.26402211,2023-08-14,Credit,2022-08-06 00:00:00,0.754049357,5.294461734,17.47446811,0.640124173,65474.75126
4499,43,F,North Samantha,Medium,"Therapist, art",PhD,Widowed,3,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,95,1,FALSE,TRUE,0.68719637,0,2,151,255.7962604,38505,2022-12-29,2021-11-25,4.165978527,4.500863683,3.516818988,4,-49,2022-02-25,18,0.841000138,1.06513069,Negative,International Transfers,,Medium,52.28087131,49.74682335,435948,12.26046174,2023-11-20,Debit,2022-12-29 00:00:00,0.361253765,5.492017179,9.247841499,0.368689769,87791.79295
4500,29,Other,South Gregville,Medium,Museum/gallery exhibitions officer,Master,Widowed,2,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,27,7,TRUE,TRUE,0.727857555,1,7,192,952.5786002,182784,2022-10-28,2021-01-23,2.285064944,4.198119923,2.953552867,6,-5,2023-10-04,15,0.760089451,4.93953014,Neutral,Budgeting Tools,,High,72.47960969,812.4108943,876138,6.289289852,2023-01-21,Transfer,2022-10-28 00:00:00,0.27130391,6.732211556,10.9886332,0.48170555,92213.83057
4501,60,Other,Lake Jimmyshire,Premium,"Engineer, agricultural",High School,Widowed,1,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,8,9,TRUE,FALSE,0.307606787,8,8,667,480.4320474,320160,2023-11-12,2023-03-23,4.18409593,1.531428705,4.562751632,2,-80,2023-06-14,1,0.843976501,4.682665057,Negative,Mobile Deposit,,Low,3.368819568,51.09179403,47771,1.471412099,2023-12-26,Credit,2023-11-12 00:00:00,0.094728848,5.469887595,15.36775843,0.115808952,51344.20919
4502,68,M,Josephshire,High,"Engineer, broadcasting (operations)",PhD,Divorced,1,Online,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,30,7,TRUE,FALSE,0.52920831,15,4,641,634.3562656,406394,2023-09-26,2023-05-18,1.495567412,1.938723002,4.868874622,2,57,2023-12-10,4,0.941666263,2.992590976,Neutral,Investment Analytics,App Issues,High,30.33895945,280.8930232,256287,17.8880445,2023-10-11,Transfer,2023-09-26 00:00:00,0.176891771,7.341144775,1.404464547,0.897266231,645.8604139
4503,54,F,Brownberg,Low,Accommodation manager,High School,Widowed,5,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,86,9,FALSE,TRUE,0.042705314,4,4,327,301.0341578,98427,2023-07-05,2023-07-20,4.237790263,4.297700196,3.381057061,7,-47,2022-12-03,17,0.713930147,3.749385163,Neutral,International Transfers,App Issues,Medium,52.01377503,583.4287982,600961,24.16832187,2023-11-07,Debit,2023-07-05 00:00:00,0.878809093,3.19598131,6.082577659,0.565269836,19344.22423
4504,63,M,North Raymond,High,"Solicitor, Scotland",Bachelor,Married,1,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,82,9,FALSE,FALSE,0.359081339,17,4,962,994.2990705,956228,2021-06-10,2022-06-13,1.585872196,1.067241354,1.315513511,1,46,2022-10-22,18,0.720627076,3.238996098,Positive,Investment Analytics,Customer Service,Medium,21.21086121,30.42844502,57974,21.89736325,2022-12-25,Transfer,2021-06-10 00:00:00,0.643620122,2.319519776,7.219023524,0.59715783,73777.51465
4505,70,M,Johnsonfort,High,"Engineer, building services",Bachelor,Widowed,3,Online,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,95,2,TRUE,TRUE,0.815722752,15,8,663,443.3869027,293709,2023-02-20,2023-10-25,4.942294757,3.113693901,1.40353651,7,22,2021-02-12,8,0.88850132,3.759773355,Negative,International Transfers,,High,46.23037547,899.9587838,30239,29.1157609,2023-12-25,Transfer,2023-02-20 00:00:00,0.717489416,7.577836972,6.713762653,0.813901162,53362.21539
4506,30,F,Rivaschester,High,"Engineer, electrical",Bachelor,Married,5,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,73,8,TRUE,FALSE,0.790109591,4,8,607,195.6429534,118365,2022-08-10,2022-09-19,3.349388784,4.343114217,2.676923381,2,86,2023-10-20,17,0.657942155,1.214902339,Negative,Mobile Deposit,Customer Service,Medium,68.69692715,917.1693056,759965,27.22864971,2023-01-24,Debit,2022-08-10 00:00:00,0.105099577,7.778527651,19.41558456,0.412757594,14204.63898
4507,71,M,North Barbara,Medium,Horticultural consultant,Master,Divorced,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,83,7,FALSE,TRUE,0.94080004,16,2,371,578.1989929,214438,2023-08-08,2022-04-11,4.126779443,1.780889514,2.968931826,9,-54,2023-11-06,12,0.538541776,4.993738717,Positive,Mobile Deposit,,High,84.78731429,394.3950557,510988,4.180556939,2023-11-03,Transfer,2023-08-08 00:00:00,0.611092239,6.005556642,13.287458,0.298223232,97215.05419
4508,74,Other,Lake Bryanview,Medium,Hospital pharmacist,PhD,Divorced,7,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,98,7,FALSE,TRUE,0.968763222,9,3,669,263.0238476,175947,2021-10-24,2023-05-18,3.253670066,1.576413022,3.562292895,7,93,2023-03-06,4,0.691246862,4.12208891,Positive,,Customer Service,Medium,8.585511133,846.4209968,753084,18.78009913,2023-07-23,Credit,2021-10-24 00:00:00,0.852394154,5.770311261,1.623578441,0.684638831,81970.19169
4509,21,Other,Jenniferborough,High,Immigration officer,Bachelor,Married,7,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,56,2,FALSE,TRUE,0.972672517,11,5,910,441.6239872,401310,2021-12-10,2021-11-18,3.315221016,1.726848232,4.973418371,9,-100,2023-06-25,9,0.756922199,2.063500039,Neutral,Mobile Deposit,Transaction Delays,Low,10.47144469,30.66564733,999624,14.23362273,2023-09-05,Transfer,2021-12-10 00:00:00,0.023479349,2.242258496,7.275835888,0.287574831,69285.02349
4510,66,Other,Andrewview,Medium,Probation officer,Master,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,1,FALSE,TRUE,0.157381302,4,7,828,215.9727933,178020,2022-11-22,2022-07-11,2.931450692,4.022471136,3.831274472,9,-13,2022-02-25,5,0.639451339,3.169679324,Negative,Budgeting Tools,Customer Service,Low,97.88687943,129.604173,638170,5.600624252,2022-12-21,Debit,2022-11-22 00:00:00,0.147395988,0.913205344,3.363206552,0.382282272,94110.6986
4511,24,Other,East Hannah,Premium,Adult nurse,Bachelor,Single,3,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,74,4,TRUE,TRUE,0.120633595,7,1,939,392.8975075,368088,2023-05-14,2021-07-08,1.553084137,4.860838978,4.493290372,8,79,2023-02-03,16,0.836989588,2.893349,Neutral,Investment Analytics,App Issues,Medium,94.58731018,213.2769229,6367,22.56026055,2023-12-07,Credit,2023-05-14 00:00:00,0.013082026,0.165808075,18.4830395,0.544571481,61759.08286
4512,28,Other,Lake Bradleyshire,High,Industrial/product designer,Bachelor,Single,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,42,7,TRUE,TRUE,0.875082271,10,3,5,101.6006198,505,2023-04-09,2023-12-05,2.087780412,1.84439649,4.77106076,2,-80,2021-10-23,7,0.768790013,2.417328744,Positive,Investment Analytics,App Issues,Low,71.42731709,277.2695516,100351,14.50593523,2023-09-11,Debit,2023-04-09 00:00:00,0.803996597,7.021975405,10.62656895,0.413926442,49602.77905
4513,71,M,Hansenfort,Premium,Retail buyer,PhD,Single,2,Branch,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,73,6,TRUE,TRUE,0.383137512,2,4,459,291.9462636,133569,2021-05-27,2023-02-13,4.743389771,1.434526599,1.782687511,6,87,2021-06-08,15,0.649875745,2.754646282,Neutral,Budgeting Tools,App Issues,Medium,56.9579295,614.7186459,220187,20.95505874,2023-05-19,Transfer,2021-05-27 00:00:00,0.149664865,8.565986378,11.45861025,0.990509192,45406.78195
4514,62,M,Lake Melinda,Medium,"Scientist, physiological",Master,Single,2,Referral,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,8,2,FALSE,FALSE,0.357183367,15,5,878,256.2778742,224768,2021-06-12,2021-09-14,2.490564662,2.083319033,2.334633661,10,3,2023-02-13,9,0.585671531,3.27677573,Neutral,Mobile Deposit,Transaction Delays,Low,89.84724607,970.3678483,189309,1.832218694,2023-12-06,Transfer,2021-06-12 00:00:00,0.114648808,9.822363041,2.775720496,0.945179185,83343.73631
4515,40,Other,West Michaelstad,Medium,Restaurant manager,Bachelor,Single,1,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,41,7,TRUE,FALSE,0.533672244,19,0,489,948.2545352,463572,2021-11-28,2022-03-10,1.224962838,1.443434546,3.751910511,4,23,2021-12-11,10,0.866301786,3.045487422,Negative,International Transfers,Fees,High,75.23991159,164.9247551,565291,3.39782607,2023-10-22,Debit,2021-11-28 00:00:00,0.13666071,9.669620891,1.542390336,0.561344702,14431.01838
4516,45,Other,Hooverside,Medium,Rural practice surveyor,Master,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,73,9,TRUE,FALSE,0.451412455,10,5,33,596.6523574,19668,2022-12-05,2023-04-01,4.189470825,1.02036067,3.611780986,6,75,2023-04-08,4,0.500523255,4.352620554,Positive,Mobile Deposit,Fees,Medium,61.27835627,846.9529628,596809,13.28648498,2023-01-12,Credit,2022-12-05 00:00:00,0.425334037,9.227742249,4.06809578,0.325282601,38062.79707
4517,74,M,West Donna,Premium,Tour manager,Master,Married,5,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,49,2,FALSE,TRUE,0.223040495,17,9,93,36.28247864,3348,2022-04-13,2021-04-25,3.853181499,2.799218197,2.692913492,4,-27,2022-03-01,7,0.683148064,1.476774628,Negative,Investment Analytics,Transaction Delays,Medium,81.39183615,769.7231469,206726,0.57583599,2022-10-04,Credit,2022-04-13 00:00:00,0.899016536,2.497999374,12.37066581,0.355579314,86854.55051
4518,43,F,Jessicaside,Medium,Telecommunications researcher,Bachelor,Divorced,7,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,5,FALSE,TRUE,0.844612423,16,6,838,914.5443211,765932,2022-10-05,2022-03-25,2.230002662,4.005525862,4.416331369,2,39,2022-03-23,14,0.656903085,1.223323537,Positive,Budgeting Tools,Transaction Delays,Low,35.0418884,386.6526042,503060,5.686236278,2023-07-15,Credit,2022-10-05 00:00:00,0.230702545,1.051563443,18.25741622,0.317866668,4247.006089
4519,42,M,West Jill,Medium,Lawyer,Bachelor,Widowed,3,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,70,2,FALSE,FALSE,0.909261034,9,8,7,647.9128751,4529,2022-10-11,2023-03-15,2.484561043,2.244566741,4.923774478,10,15,2022-10-06,9,0.560989135,3.022740554,Negative,International Transfers,Transaction Delays,Medium,4.2824159,573.2140988,517811,25.12891497,2023-04-21,Debit,2022-10-11 00:00:00,0.358000078,1.178860038,4.343671135,0.78726452,15598.58397
4520,71,M,Richardshire,Medium,"Administrator, charities/voluntary organisations",High School,Single,1,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,83,1,FALSE,FALSE,0.747506367,10,7,429,343.7816911,147147,2022-08-20,2022-01-12,2.964983348,2.324060548,2.593592433,7,82,2022-12-25,5,0.980979336,2.869851874,Positive,,,Medium,25.49722775,359.672472,216340,14.12150608,2023-02-05,Debit,2022-08-20 00:00:00,0.234065783,2.58706738,0.330127117,0.191958132,69286.17046
4521,46,M,Watsonstad,Medium,Geoscientist,PhD,Single,5,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,83,7,FALSE,FALSE,0.048072118,14,2,778,372.739898,289416,2022-07-02,2021-06-08,1.570612575,1.911396881,2.389660824,9,-98,2023-04-10,1,0.664330199,3.581668107,Neutral,Budgeting Tools,,Medium,90.0604025,250.506416,523681,21.46775086,2023-07-06,Transfer,2022-07-02 00:00:00,0.488756373,0.600100404,4.945996229,0.160622605,9469.84789
4522,53,M,Dylanfort,Low,"Psychologist, forensic",Bachelor,Divorced,7,Referral,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,71,2,TRUE,TRUE,0.117916531,7,4,249,41.10416896,10209,2023-03-21,2023-08-18,4.969140356,1.526596222,2.152735699,5,17,2022-07-16,16,0.925296431,2.160672591,Neutral,Mobile Deposit,Customer Service,High,85.17520874,141.7485694,572462,4.899745331,2023-12-11,Transfer,2023-03-21 00:00:00,0.520815376,7.193141857,6.841547878,0.456467157,24249.42089
4523,31,M,Wardchester,Medium,Advertising art director,High School,Widowed,6,Online,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,16,6,FALSE,FALSE,0.3460111,4,0,980,974.5801792,954520,2022-07-10,2023-09-05,2.511947164,1.267092114,3.245051418,4,-35,2022-05-25,17,0.729971883,1.358510921,Positive,,Fees,High,33.00105831,663.1232309,372054,11.47896021,2022-10-31,Debit,2022-07-10 00:00:00,0.11370765,8.45668285,1.607870278,0.663560593,96125.60421
4524,52,F,New Jonberg,High,Dietitian,PhD,Divorced,4,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,7,TRUE,TRUE,0.556710257,4,8,73,861.8791606,62853,2023-07-01,2022-10-04,4.431201329,3.280892046,3.448932183,7,33,2022-08-19,5,0.790975981,4.21728004,Negative,Budgeting Tools,Customer Service,High,69.16517337,189.2103543,440672,24.56460864,2023-10-05,Transfer,2023-07-01 00:00:00,0.993899867,2.180268787,1.921602231,0.616272173,18784.90961
4525,47,Other,Sandymouth,Low,Administrator,Bachelor,Married,6,Referral,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,76,1,TRUE,FALSE,0.609514589,0,9,657,74.74285655,48618,2023-01-14,2023-04-10,4.313454273,4.056303267,1.728135,5,49,2022-04-18,9,0.796963891,2.761857128,Neutral,International Transfers,Transaction Delays,Medium,97.86217571,868.4683772,157202,1.28035057,2023-09-06,Transfer,2023-01-14 00:00:00,0.955759451,1.613925336,10.21930556,0.261121041,23489.36183
4526,34,Other,Molinaburgh,High,Minerals surveyor,Master,Single,1,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,76,9,FALSE,FALSE,0.09999525,8,6,740,684.7453904,506160,2023-12-03,2023-02-19,2.06060457,3.014682549,2.128050397,10,-34,2023-02-17,15,0.779645917,1.54359417,Positive,Mobile Deposit,Transaction Delays,Medium,88.75648086,601.0156926,327285,9.476637442,2023-12-14,Transfer,2023-12-03 00:00:00,0.381152363,1.157529574,12.4234613,0.438998763,25599.45982
4527,84,F,West Williamberg,High,Visual merchandiser,PhD,Divorced,1,Referral,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,47,6,FALSE,FALSE,0.960241254,13,2,134,454.7320194,60836,2023-07-12,2021-12-04,1.316864107,4.376970029,1.482803247,8,-28,2023-08-20,17,0.969623965,4.82248819,Neutral,Mobile Deposit,Customer Service,High,64.66313307,687.6162363,978550,15.32976416,2023-12-17,Credit,2023-07-12 00:00:00,0.726503327,3.469188424,16.15159818,0.329325134,4274.190436
4528,47,Other,Amberburgh,High,Multimedia programmer,Master,Married,5,Referral,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,1,2,FALSE,FALSE,0.529570386,2,5,55,810.2152037,44550,2023-04-28,2021-04-22,2.791022648,2.847013095,4.61758615,2,-80,2021-02-19,5,0.791197338,4.776430419,Neutral,International Transfers,Fees,High,45.32575179,620.9691337,987754,18.66116249,2023-06-12,Credit,2023-04-28 00:00:00,0.782285953,8.405324365,3.015561506,0.691409689,82652.46088
4529,62,Other,Port Laura,High,"Runner, broadcasting/film/video",High School,Single,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,41,1,TRUE,TRUE,0.431747066,16,9,385,627.1307854,241395,2021-12-09,2023-01-31,1.875402022,1.284894572,3.593862817,4,64,2022-05-15,0,0.995909459,1.650247243,Neutral,Investment Analytics,Fees,Medium,61.87197002,646.7625225,850013,4.409030655,2022-07-17,Credit,2021-12-09 00:00:00,0.872746434,6.089622239,17.37284255,0.044107692,23876.22552
4530,68,Other,Millerchester,Medium,Magazine journalist,Bachelor,Single,1,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,62,1,TRUE,FALSE,0.19111784,12,0,267,418.6811536,111606,2022-01-12,2023-05-19,2.516950062,3.416152311,3.224093892,4,60,2021-05-13,16,0.673986947,4.226968844,Positive,International Transfers,,Low,98.35390935,896.2452634,462586,27.77103964,2023-07-16,Credit,2022-01-12 00:00:00,0.35165307,5.766527047,19.03740395,0.827908639,61429.86188
4531,64,F,New Amyhaven,Medium,Building surveyor,High School,Single,2,Online,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,10,2,FALSE,TRUE,0.950843484,19,2,363,442.0495988,160446,2021-02-17,2022-02-03,4.675068004,3.860396798,4.695176636,7,15,2023-07-16,16,0.810025646,3.161130722,Neutral,Investment Analytics,Fees,Low,31.82378346,330.2875369,887910,22.11794444,2022-04-13,Debit,2021-02-17 00:00:00,0.934173178,8.518140379,12.59920631,0.865778456,39591.06216
4532,70,F,New Adamside,High,Veterinary surgeon,Bachelor,Widowed,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,83,9,TRUE,TRUE,0.447395835,19,0,401,655.0566232,262655,2021-09-14,2022-07-07,3.340072971,1.493659215,4.930821252,1,-100,2021-02-14,0,0.972586618,2.193642917,Neutral,Mobile Deposit,App Issues,High,9.288512811,714.6973982,723537,1.912676659,2021-12-22,Transfer,2021-09-14 00:00:00,0.212362945,3.875119869,1.392942518,0.485925774,58578.93184
4533,81,Other,Lake Jeremy,Medium,Intelligence analyst,Bachelor,Divorced,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,2,FALSE,TRUE,0.117785461,9,6,825,658.1641391,542850,2022-04-26,2021-08-11,2.689449697,3.094270174,1.099429669,10,21,2023-03-08,13,0.836501567,2.573517464,Negative,,,Medium,97.93687488,174.0974213,807832,13.36648396,2023-12-18,Debit,2022-04-26 00:00:00,0.973843401,1.486744166,5.842667678,0.539582195,32711.47687
4534,55,Other,Tracymouth,Medium,Energy manager,Master,Single,3,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,72,1,FALSE,TRUE,0.6143649,9,2,252,562.0566474,141624,2022-05-31,2021-08-02,3.374267751,2.18877871,4.160723721,3,-36,2022-12-08,3,0.625903199,4.857973419,Positive,Budgeting Tools,,Medium,36.93820603,645.8003885,638592,26.68375767,2023-01-11,Debit,2022-05-31 00:00:00,0.343868238,0.806228625,18.37913574,0.110771956,1060.087988
4535,81,Other,Amyfurt,Low,Product/process development scientist,High School,Single,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,44,4,TRUE,TRUE,0.350152453,4,4,679,885.3189968,600915,2021-06-13,2021-06-09,1.417971506,4.850164689,3.155313635,8,8,2023-01-07,16,0.918662699,2.335635851,Negative,Investment Analytics,,High,45.31119471,411.4883324,229956,27.00654285,2022-04-27,Credit,2021-06-13 00:00:00,0.09997654,5.926171958,0.355615543,0.618086938,60635.9249
4536,24,M,Robinsonstad,High,Research scientist (maths),Master,Married,3,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,44,9,FALSE,FALSE,0.807996369,14,4,201,781.5346501,156981,2022-03-08,2023-01-13,4.041521614,1.847482063,1.009843839,4,-30,2023-02-20,18,0.762445072,1.854672304,Negative,International Transfers,Transaction Delays,Low,33.02435123,846.9297611,792634,26.38559556,2023-09-04,Debit,2022-03-08 00:00:00,0.102336985,0.911268041,12.60534667,0.767346727,78098.52261
4537,39,M,Wattsville,Medium,Furniture designer,Master,Divorced,6,Marketing,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,28,8,TRUE,FALSE,0.545465716,9,8,656,127.4517468,83312,2021-12-08,2022-11-19,3.26510441,3.730494179,2.718529403,10,64,2021-02-11,13,0.863718437,2.86778794,Negative,,Transaction Delays,Medium,33.25128125,352.6892704,418471,3.569336835,2023-07-16,Credit,2021-12-08 00:00:00,0.732992618,9.647119776,8.47651537,0.607670369,40550.72317
4538,58,M,Lake Dawn,Medium,Youth worker,Master,Married,6,Referral,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,33,7,FALSE,FALSE,0.105699203,4,0,565,873.1595412,493245,2023-03-25,2021-02-27,4.879953672,2.234436405,4.0954355,9,-61,2023-10-03,5,0.513104423,3.459470979,Positive,Investment Analytics,Transaction Delays,High,26.02299398,856.6820663,639116,15.02072061,2023-05-10,Credit,2023-03-25 00:00:00,0.286829244,6.062249494,9.727715986,0.736049013,29752.13894
4539,27,F,Port Heather,Low,"Education officer, environmental",High School,Divorced,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,8,FALSE,FALSE,0.750605492,0,2,91,209.7694249,19019,2021-07-30,2022-05-06,2.577158992,2.665399645,3.971222219,1,-38,2023-06-13,10,0.699482724,2.138427606,Positive,Budgeting Tools,Fees,High,37.18055423,462.5717335,334366,13.63122695,2023-02-10,Transfer,2021-07-30 00:00:00,0.090136954,1.327673125,16.48800163,0.72612696,37615.06141
4540,74,Other,Lake Aaron,Premium,Occupational psychologist,Bachelor,Single,5,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,2,TRUE,TRUE,0.30466661,12,3,489,950.9019871,464550,2021-07-15,2022-08-01,1.747955834,4.308236577,4.709616174,5,-49,2023-07-02,8,0.819932286,4.095306525,Negative,Investment Analytics,,Medium,76.80357937,897.1688329,482776,12.64125893,2023-07-18,Credit,2021-07-15 00:00:00,0.114800109,6.902107098,4.121023661,0.033098907,7575.543492
4541,24,F,South Drewland,Medium,Physiotherapist,Bachelor,Widowed,5,Online,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,89,5,FALSE,FALSE,0.408244006,3,3,773,809.2409058,625357,2021-05-11,2021-11-30,1.717718647,4.988719812,3.485762287,1,59,2023-05-19,7,0.838206481,3.422602714,Positive,Mobile Deposit,,Low,42.67209644,999.183015,562981,11.39211157,2023-07-03,Transfer,2021-05-11 00:00:00,0.916222716,0.991151011,0.631131493,0.433029893,97158.29682
4542,67,F,Johnfurt,High,"Engineer, manufacturing systems",High School,Married,6,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,19,7,FALSE,FALSE,0.775644286,7,7,358,910.0327971,325780,2023-08-28,2021-08-07,4.429483786,1.484088267,1.904998715,2,54,2021-07-03,11,0.768787881,4.711806082,Negative,Budgeting Tools,Fees,Medium,68.7162013,980.5813867,465251,25.76509744,2023-09-02,Transfer,2023-08-28 00:00:00,0.176202704,8.282820274,17.94038797,0.513507633,40371.1343
4543,69,F,Marciaside,Medium,"Designer, jewellery",Bachelor,Widowed,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,71,1,FALSE,FALSE,0.106453189,19,7,264,679.7961988,179256,2021-04-21,2021-05-14,2.843169314,2.838017732,3.904731382,2,-59,2023-06-15,5,0.520284437,2.282094547,Negative,Budgeting Tools,App Issues,Low,66.01302914,445.3843753,651826,23.75602217,2023-05-10,Credit,2021-04-21 00:00:00,0.510470914,5.969688466,7.509587134,0.283764528,30878.7632
4544,50,Other,Port Jamestown,High,"Therapist, sports",High School,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,69,6,TRUE,TRUE,0.977779186,2,3,457,655.0421184,299335,2021-02-23,2022-03-10,2.167131973,3.481072011,4.924945177,6,79,2022-06-07,15,0.900245802,3.656242716,Negative,Investment Analytics,Customer Service,High,65.86574403,966.3802326,360464,5.639804201,2021-06-16,Credit,2021-02-23 00:00:00,0.951992536,4.145904535,15.93959971,0.56440902,26948.67254
4545,18,M,West Davidburgh,Medium,Investment analyst,High School,Widowed,2,Branch,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,17,7,FALSE,FALSE,0.702086319,19,9,954,256.6183904,244224,2023-03-25,2021-01-23,4.154080783,2.571368094,4.541205821,6,-72,2022-12-15,19,0.815465212,4.54415058,Positive,Mobile Deposit,,Low,78.03801332,850.694743,24033,23.49108352,2023-07-03,Credit,2023-03-25 00:00:00,0.622122215,4.810308995,9.071335769,0.894312628,16557.97349
4546,70,Other,North Jonville,High,Patent examiner,Bachelor,Divorced,3,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,71,8,TRUE,TRUE,0.192593759,2,8,909,629.8526469,571761,2023-12-10,2022-09-26,3.948595472,1.527367002,1.008471992,9,-55,2022-04-14,9,0.547947206,1.017676588,Negative,Budgeting Tools,Customer Service,Low,73.77594179,22.34720233,195993,20.37013164,2023-12-27,Transfer,2023-12-10 00:00:00,0.988941182,0.739690966,15.8735043,0.966568245,93253.74089
4547,77,Other,Duffyfurt,Medium,"Exhibitions officer, museum/gallery",PhD,Divorced,2,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,59,5,FALSE,TRUE,0.05812521,15,8,3,426.0462599,1278,2021-06-20,2022-01-20,4.641211495,1.095502177,2.726870344,3,-35,2022-07-06,2,0.93230819,2.978370638,Neutral,Budgeting Tools,App Issues,High,43.43368747,332.7482521,382925,1.406949292,2021-08-25,Credit,2021-06-20 00:00:00,0.349399357,7.51426459,13.60041022,0.874971321,65980.52749
4548,51,F,Lake Carlamouth,Medium,"Geologist, wellsite",Master,Widowed,1,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,54,8,FALSE,FALSE,0.544535506,11,2,27,161.858688,4347,2021-08-01,2022-02-18,4.464470716,1.125209461,1.832128648,10,-55,2023-01-21,6,0.811846313,3.217398332,Negative,Budgeting Tools,Fees,High,27.93126943,98.7274829,822274,3.14215238,2023-11-17,Credit,2021-08-01 00:00:00,0.835161969,3.376094637,11.91412283,0.261195396,85018.3455
4549,21,F,Brooksport,High,Electrical engineer,High School,Single,4,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,51,1,TRUE,TRUE,0.379257952,12,8,50,366.5001847,18300,2022-06-22,2021-03-08,1.391204815,2.990025218,2.973941589,2,52,2022-06-17,9,0.923662418,3.031591583,Neutral,,,High,54.19183245,142.6486805,396400,28.45804665,2023-03-13,Transfer,2022-06-22 00:00:00,0.26758943,2.189735152,7.122903748,0.923779187,96182.2591
4550,34,F,Harveyfort,High,Production manager,High School,Single,1,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,24,4,TRUE,FALSE,0.029504855,18,7,869,665.5223974,577885,2021-11-15,2022-05-08,1.686829454,2.644450461,2.567194925,3,-2,2023-09-08,11,0.916968206,2.16676839,Neutral,Mobile Deposit,App Issues,Medium,35.14754346,911.7943634,649737,15.90414122,2022-12-14,Transfer,2021-11-15 00:00:00,0.406860306,5.750474099,5.828261453,0.822117651,24494.66818
4551,21,M,Lake Traviston,High,Research scientist (medical),PhD,Widowed,1,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,65,6,TRUE,FALSE,0.609218752,8,3,310,876.9316594,271560,2021-06-22,2022-07-06,2.842746829,4.917113746,3.248442302,4,92,2021-11-20,5,0.846041974,1.360957198,Positive,International Transfers,Fees,Low,29.97586931,308.2856726,688474,29.9415875,2022-01-01,Debit,2021-06-22 00:00:00,0.28265204,7.632278507,1.899918751,0.142966611,56924.91324
4552,60,M,Florestown,High,Public relations account executive,High School,Married,5,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,27,4,FALSE,FALSE,0.308748378,15,9,893,443.6781599,395599,2023-03-10,2021-06-24,4.57897452,4.648274823,4.303696483,6,84,2021-12-12,1,0.643252491,4.459622772,Negative,Mobile Deposit,App Issues,Medium,44.62056002,585.0236631,950782,28.9680821,2023-07-20,Transfer,2023-03-10 00:00:00,0.215468095,1.448637343,12.9233252,0.900269567,91719.61673
4553,21,M,Jackiefurt,Medium,"Investment banker, operational",High School,Married,4,Marketing,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,88,5,FALSE,TRUE,0.321982635,18,4,568,297.0727023,168696,2022-09-26,2021-04-02,3.984954332,3.44494968,3.570947145,8,-73,2022-03-25,11,0.886099433,3.039657719,Negative,Budgeting Tools,Transaction Delays,High,49.96932733,464.1740778,590798,23.05694049,2022-11-30,Credit,2022-09-26 00:00:00,0.379229839,0.873462625,15.90803238,0.66622311,52163.6718
4554,18,Other,South Haleystad,Premium,"Doctor, hospital",Bachelor,Divorced,5,Referral,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,19,2,FALSE,FALSE,0.162171803,0,1,148,169.4001846,25012,2022-04-15,2023-09-18,1.52088273,2.898605755,2.431633448,3,45,2023-11-26,9,0.664312705,1.289935787,Positive,Mobile Deposit,Customer Service,Low,23.14370873,922.1697799,394631,9.668457313,2023-12-27,Credit,2022-04-15 00:00:00,0.210161752,7.183514584,8.611408627,0.833603775,78625.78473
4555,67,F,Vangfurt,Low,"Designer, jewellery",Bachelor,Married,2,Branch,Premium,FALSE,TRUE,FALSE,TRUE,FALSE,2,69,7,FALSE,FALSE,0.140378257,15,6,97,408.9764762,39576,2022-05-22,2021-04-04,1.758785408,3.293185494,2.352337438,10,90,2023-12-24,10,0.670633827,2.641656915,Negative,Investment Analytics,,Medium,78.96370062,242.5096186,22918,5.813537271,2022-11-15,Credit,2022-05-22 00:00:00,0.900835802,1.511225279,1.27622802,0.513684419,66300.77457
4556,78,Other,South Katherineland,High,Mechanical engineer,PhD,Single,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,36,9,TRUE,FALSE,0.144342019,18,1,909,291.6916661,264519,2022-08-05,2021-04-09,2.856502596,2.857593987,1.839923241,9,45,2022-02-05,3,0.83352328,1.733000644,Negative,Budgeting Tools,Customer Service,Medium,15.1890305,447.2431415,25397,0.333886999,2023-06-20,Transfer,2022-08-05 00:00:00,0.41146358,1.492176623,14.18149842,0.968954782,88552.24064
4557,52,M,Kingland,Medium,Tax adviser,High School,Widowed,7,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,15,7,TRUE,FALSE,0.886060002,8,0,628,452.7219192,283856,2023-06-27,2022-10-07,3.753569332,2.386817941,3.061922831,5,-77,2021-03-16,0,0.952778228,2.242911708,Negative,Mobile Deposit,Fees,Low,80.78375389,94.51291592,895276,4.674122175,2023-08-06,Credit,2023-06-27 00:00:00,0.492256109,7.936799104,11.3137492,0.758729197,94793.28998
4558,25,F,East Jenniferville,Medium,"Designer, exhibition/display",Master,Married,7,Online,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,34,1,FALSE,FALSE,0.533077891,12,9,634,109.7372818,69106,2021-09-16,2021-07-10,1.781619921,3.441480822,4.243819035,8,78,2023-02-21,0,0.723159492,4.266611363,Neutral,Mobile Deposit,Customer Service,Medium,18.81020121,633.3342938,395480,26.36861223,2021-12-30,Transfer,2021-09-16 00:00:00,0.730927491,9.848702636,10.57574501,0.232571638,8518.538292
4559,41,M,Jamesmouth,Medium,Adult guidance worker,Bachelor,Widowed,7,Online,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,54,2,TRUE,FALSE,0.469426039,3,4,984,738.1252343,726192,2021-09-26,2022-09-25,1.333519653,4.721439842,1.004037493,5,-72,2023-01-17,13,0.780890834,3.079183615,Positive,,Fees,High,55.51250269,887.2470738,245760,21.39692284,2023-09-01,Debit,2021-09-26 00:00:00,0.846410074,6.91759631,19.2901339,0.943690914,8379.78164
4560,53,F,New Tracey,Medium,Personal assistant,Master,Married,2,Referral,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,99,8,TRUE,TRUE,0.704467762,5,7,562,14.37865133,7868,2023-12-15,2021-01-18,1.074103868,3.58395033,3.834200629,8,-82,2021-04-09,1,0.612694635,1.943774009,Positive,Budgeting Tools,,Low,15.22589655,312.5939633,775013,25.42119811,2023-12-26,Credit,2023-12-15 00:00:00,0.774860812,1.989431511,12.35368181,0.618812629,12552.31638
4561,67,F,West Kylemouth,Low,Catering manager,Master,Divorced,4,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,64,1,FALSE,TRUE,0.319767728,7,3,106,702.5831755,74412,2021-12-16,2023-01-01,1.52232724,1.709737322,3.0282115,2,58,2022-04-14,2,0.835059689,4.24151821,Negative,Budgeting Tools,,Low,74.04889646,795.3955399,56531,25.20665934,2023-07-27,Debit,2021-12-16 00:00:00,0.618151881,2.784819339,18.34150309,0.460364124,82357.10934
4562,60,Other,New Robert,Medium,Oceanographer,PhD,Single,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,2,TRUE,TRUE,0.822224461,6,0,856,313.5675557,267928,2021-02-28,2022-08-02,2.639702196,2.903508876,4.440164975,7,-6,2021-07-04,19,0.654000395,1.771337082,Negative,Investment Analytics,,Low,67.89225763,143.705872,85697,29.24861001,2023-10-04,Debit,2021-02-28 00:00:00,0.021624471,7.19064473,19.6900435,0.526529975,44890.78025
4563,44,Other,Lake Davidtown,Low,Magazine journalist,PhD,Divorced,2,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,13,5,TRUE,FALSE,0.197195549,7,3,340,365.6519088,124100,2021-03-13,2023-03-27,4.458255352,1.69029861,3.04361836,2,-15,2021-11-22,11,0.943635637,2.269383971,Negative,Budgeting Tools,Customer Service,Medium,46.3835908,472.2803722,306848,20.99124348,2022-07-21,Credit,2021-03-13 00:00:00,0.032526778,4.371573016,0.067601373,0.13347369,78224.13634
4564,49,M,Jonesburgh,Medium,Special effects artist,High School,Widowed,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,6,TRUE,TRUE,0.802663529,10,8,283,179.4532502,50657,2023-01-01,2023-10-22,1.162652514,1.477742025,4.515210891,7,56,2021-07-09,17,0.500947864,1.132832294,Positive,Mobile Deposit,Fees,Medium,80.05931483,284.6954416,782655,16.84742778,2023-01-27,Transfer,2023-01-01 00:00:00,0.194398218,7.474300417,3.289464211,0.868724157,66062.31595
4565,35,Other,Hillshire,Low,Charity officer,PhD,Single,4,Branch,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,82,1,FALSE,FALSE,0.056047289,2,7,18,968.4972305,17424,2022-10-29,2022-02-04,3.719009822,2.31862418,3.957337389,9,-81,2021-04-13,2,0.739209715,4.828359906,Positive,,App Issues,High,36.53856063,671.6889621,641855,17.72712536,2023-08-25,Debit,2022-10-29 00:00:00,0.943418432,8.70565627,11.119806,0.22394954,80709.30071
4566,45,Other,Solisside,Low,Curator,Bachelor,Single,4,Referral,Regular,FALSE,FALSE,TRUE,TRUE,FALSE,2,37,1,TRUE,TRUE,0.156839431,3,8,412,62.43285503,25544,2023-09-03,2022-10-07,1.535893546,1.796709537,2.942249966,10,93,2022-05-28,3,0.915760691,2.673653211,Positive,Mobile Deposit,Customer Service,Low,29.8966952,692.1657402,644932,20.45549885,2023-12-06,Debit,2023-09-03 00:00:00,0.411992013,1.082585554,17.90460419,0.763612712,56724.83029
4567,46,Other,West Brendahaven,Low,Trade union research officer,High School,Divorced,2,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,2,FALSE,TRUE,0.892654542,0,6,996,290.2237647,288840,2023-08-15,2023-03-12,2.966447558,4.741310781,2.193905266,5,-33,2021-06-12,7,0.646928018,1.666758946,Negative,,,Medium,29.91128262,413.7236809,719176,13.7387262,2023-09-10,Credit,2023-08-15 00:00:00,0.405800073,5.229684331,7.008519782,0.757908969,48998.90431
4568,33,F,Thompsonmouth,Medium,Contractor,High School,Married,2,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,8,3,FALSE,TRUE,0.109008375,19,5,353,155.4479099,54715,2022-07-12,2022-12-30,2.149718014,1.223470781,4.897642451,3,73,2023-12-12,6,0.742520336,3.046856191,Positive,Investment Analytics,Fees,Medium,44.09808935,340.9023493,121386,20.47107948,2023-01-05,Debit,2022-07-12 00:00:00,0.547254862,6.229578255,18.98437959,0.899570779,99515.33837
4569,64,Other,Melissaton,High,Air broker,Master,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,76,9,FALSE,FALSE,0.245557391,4,5,442,487.4446009,215254,2023-07-01,2021-09-23,4.354027307,4.856557109,1.836193824,9,-82,2022-06-07,4,0.552873703,1.423579175,Neutral,,Fees,Low,42.83995986,778.5918798,804947,17.80524324,2023-07-17,Transfer,2023-07-01 00:00:00,0.51138042,7.316978666,8.799887434,0.777262987,1241.823139
4570,76,M,Carolynchester,Premium,"Merchandiser, retail",Master,Widowed,5,Branch,Premium,FALSE,FALSE,TRUE,TRUE,TRUE,3,58,3,TRUE,TRUE,0.042697,1,0,639,564.3985523,360396,2021-10-04,2021-07-19,3.656871108,4.363217829,4.114245165,2,34,2023-07-17,11,0.557977488,4.598543335,Negative,International Transfers,,Medium,27.70236549,547.3071566,102334,4.81703461,2023-03-15,Transfer,2021-10-04 00:00:00,0.582786007,4.979483799,16.76373924,0.457074666,53992.67233
4571,48,F,Lake Ericland,Low,"Teacher, primary school",Master,Married,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,50,8,TRUE,TRUE,0.598664536,13,2,32,204.356925,6528,2021-12-29,2022-11-10,2.18740988,2.045101736,3.736877339,6,69,2021-11-02,10,0.818640696,1.245607451,Positive,,Customer Service,Low,84.98103001,550.1744275,866338,3.368841169,2022-11-15,Credit,2021-12-29 00:00:00,0.498289948,6.277866151,6.387570168,0.86859402,90339.96175
4572,21,F,South Todd,High,"Designer, industrial/product",High School,Divorced,4,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,50,6,TRUE,FALSE,0.327710771,12,1,519,658.7516781,341502,2023-07-25,2023-04-15,3.01291984,1.370296228,2.642329004,6,43,2022-08-24,17,0.904061303,3.482613714,Positive,Budgeting Tools,,Low,87.72619043,791.3394568,125727,6.573265963,2023-09-02,Credit,2023-07-25 00:00:00,0.295177487,3.413368903,17.52329437,0.732543541,4308.738449
4573,54,Other,South Kimberlyburgh,High,Dentist,PhD,Divorced,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,18,5,TRUE,FALSE,0.633486569,16,6,399,557.1323934,222243,2023-06-10,2023-10-29,4.026724391,3.267992729,3.873441322,5,79,2021-10-18,16,0.530243753,4.567092807,Negative,Investment Analytics,Fees,High,74.16770928,624.958225,771884,23.2808033,2023-10-08,Transfer,2023-06-10 00:00:00,0.073898781,2.831185568,4.593434711,0.458110927,78433.21631
4574,34,F,Williamsburgh,Medium,"Therapist, drama",PhD,Married,3,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,61,9,TRUE,TRUE,0.085780561,12,9,846,843.7048892,713178,2023-12-09,2021-07-26,4.467805711,1.985039262,1.518650085,8,-68,2023-06-12,4,0.606594321,1.990752801,Negative,,Transaction Delays,Low,35.32999178,157.6117909,698294,7.718647288,2023-12-15,Transfer,2023-12-09 00:00:00,0.62920778,2.359420152,6.907740614,0.525614075,32731.76678
4575,56,M,West Michelle,High,Higher education lecturer,PhD,Married,3,Branch,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,9,8,TRUE,FALSE,0.395105372,7,5,419,907.4770693,380033,2023-12-30,2023-10-26,3.478358607,2.0022002,1.964204087,6,-62,2022-07-25,13,0.715337947,1.393027827,Neutral,Investment Analytics,,High,60.36167666,117.0938317,197337,25.77994624,2023-12-31,Debit,2023-12-30 00:00:00,0.202259887,2.969386824,16.52266824,0.12959087,56448.59128
4576,65,M,Perezmouth,Medium,Commercial horticulturist,High School,Married,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,37,3,TRUE,TRUE,0.371677263,10,2,180,697.5694318,125460,2022-09-27,2021-11-04,3.458298413,3.295838757,3.876708169,3,-58,2022-01-16,17,0.979179739,2.855658955,Neutral,Budgeting Tools,Transaction Delays,Medium,18.81590582,265.0452847,41809,8.609700718,2022-11-12,Credit,2022-09-27 00:00:00,0.602241088,3.722084791,19.58706546,0.935438197,90012.781
4577,63,F,North Frankberg,Medium,Building surveyor,High School,Divorced,1,Marketing,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,2,7,TRUE,TRUE,0.536831955,8,3,755,633.9702884,477915,2022-12-13,2021-02-18,1.411860401,2.830646808,1.51166767,5,6,2022-04-15,12,0.547927436,3.363387155,Negative,International Transfers,App Issues,Low,53.42522718,373.740074,671239,18.56246808,2023-01-26,Credit,2022-12-13 00:00:00,0.679113078,4.897369517,17.99453935,0.757166868,68647.93512
4578,65,Other,South Tylerchester,Medium,IT trainer,High School,Married,7,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,47,4,TRUE,FALSE,0.29503316,12,0,40,609.3386789,24360,2023-09-14,2023-02-22,3.085179905,3.027654505,4.624470106,3,24,2023-04-19,19,0.881792301,2.159166154,Negative,Mobile Deposit,,Medium,12.91781371,276.9113691,934378,25.99872218,2023-10-21,Credit,2023-09-14 00:00:00,0.367056927,9.75062757,9.921526243,0.612521922,12873.73057
4579,56,Other,Lake Aliciastad,Low,Paediatric nurse,High School,Married,5,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,40,8,TRUE,TRUE,0.984755786,12,3,223,175.4468737,39025,2022-04-11,2023-09-04,4.261051188,2.276360168,3.390277097,2,73,2022-10-01,2,0.805756608,2.300526285,Neutral,Investment Analytics,Fees,Low,20.05290323,245.0874529,797190,25.42513431,2023-05-27,Debit,2022-04-11 00:00:00,0.589661428,6.992202438,6.894643164,0.004058616,37945.81367
4580,21,F,South Thomasview,High,Engineering geologist,High School,Married,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,16,7,TRUE,FALSE,0.316030463,6,1,883,884.407543,780572,2021-07-03,2021-03-18,3.729765903,2.296898086,1.28438348,1,31,2021-12-08,17,0.710171438,3.552180456,Positive,Mobile Deposit,Transaction Delays,Medium,61.70640712,70.1795397,364305,25.05142257,2021-10-01,Debit,2021-07-03 00:00:00,0.182558394,3.416864266,5.017818433,0.059741786,57304.26607
4581,47,M,Grantchester,Medium,Archivist,PhD,Single,5,Online,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,86,3,FALSE,TRUE,0.696371229,10,4,562,366.6118676,205692,2023-06-24,2022-08-18,1.190231967,4.997674724,4.074885343,9,-86,2023-12-03,13,0.646589278,4.906511017,Neutral,International Transfers,Transaction Delays,High,49.28943648,520.7208372,116072,24.65126331,2023-08-13,Transfer,2023-06-24 00:00:00,0.153810536,0.806835088,9.5171831,0.114052768,44884.44038
4582,47,F,North Christopherstad,Medium,"Designer, blown glass/stained glass",High School,Widowed,3,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,90,7,TRUE,TRUE,0.366300343,16,8,863,694.4919553,598922,2022-09-23,2021-11-27,3.798281347,2.572856579,2.750162527,10,-58,2021-05-17,12,0.687422828,2.699257858,Negative,Mobile Deposit,Fees,Medium,83.28562753,30.41119052,899359,20.6244132,2023-01-28,Transfer,2022-09-23 00:00:00,0.131853414,5.43687422,14.14171021,0.379306606,27244.54391
4583,39,Other,Moralesbury,Medium,"Therapist, art",PhD,Married,3,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,72,6,TRUE,FALSE,0.533633996,9,8,90,446.2513638,40140,2023-01-20,2021-11-07,2.61054079,1.89188328,2.185298907,8,-71,2022-04-20,12,0.711441693,2.77509507,Negative,Budgeting Tools,App Issues,High,85.74392375,521.5884392,397754,21.59076352,2023-03-03,Debit,2023-01-20 00:00:00,0.040499314,2.365982814,15.760355,0.049539634,61315.95546
4584,83,Other,North Andrew,High,"Investment banker, corporate",High School,Widowed,1,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,68,6,FALSE,TRUE,0.226667982,0,0,985,903.873628,889455,2023-04-25,2023-08-07,3.735863598,3.817872072,3.125409803,2,-62,2021-07-08,4,0.937714394,4.481982391,Negative,International Transfers,App Issues,Low,8.590309984,145.6920622,276759,28.63868031,2023-07-19,Debit,2023-04-25 00:00:00,0.597881165,7.811236245,19.52849322,0.172770505,64558.53276
4585,29,F,New Jacobborough,High,Interpreter,PhD,Married,3,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,3,FALSE,TRUE,0.172791205,7,5,238,413.4686205,98294,2022-06-17,2021-06-11,4.244920056,4.135079811,4.004502757,8,6,2021-04-17,13,0.992985929,2.559007276,Negative,Investment Analytics,,Low,9.67048069,875.6195849,69035,23.43695043,2023-06-16,Transfer,2022-06-17 00:00:00,0.219118761,1.19340215,2.580250913,0.398284011,76966.46591
4586,53,M,Kellerside,High,Television camera operator,Bachelor,Married,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,92,4,TRUE,FALSE,0.972391708,14,1,198,564.3883924,111672,2021-11-15,2021-07-11,1.697789182,1.9409049,4.643714692,5,-58,2021-12-27,14,0.978334072,2.313727018,Negative,International Transfers,App Issues,Low,91.5735005,399.2476994,541726,4.284298302,2022-11-21,Debit,2021-11-15 00:00:00,0.068627013,7.900632571,12.95670467,0.449235508,6875.935398
4587,35,F,Angelafort,Medium,Operational investment banker,Bachelor,Single,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,4,TRUE,FALSE,0.54093927,4,0,243,195.5987731,47385,2022-09-14,2022-04-20,4.482507783,1.437335175,2.281661393,2,-87,2022-08-14,11,0.573142035,2.863178085,Neutral,Mobile Deposit,,Medium,52.91730287,775.8694484,966612,7.003789523,2022-12-23,Debit,2022-09-14 00:00:00,0.69946859,6.486342309,4.906682274,0.325890098,87154.80976
4588,70,M,Port Dianashire,Medium,"Exhibitions officer, museum/gallery",PhD,Single,5,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,99,6,FALSE,FALSE,0.460811532,19,8,411,558.4989923,229338,2021-01-22,2022-03-18,1.778347174,2.176189809,3.777438257,9,97,2023-08-22,14,0.514505438,1.168333492,Positive,Mobile Deposit,Transaction Delays,Low,1.668956442,255.6000584,182025,10.07585459,2021-05-12,Transfer,2021-01-22 00:00:00,0.145280706,2.118153413,12.25610108,0.630014667,30649.32125
4589,18,M,Wilsonton,Medium,Press photographer,Bachelor,Married,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,9,TRUE,TRUE,0.641573318,3,1,928,210.5553357,194880,2021-01-01,2021-10-16,2.148990132,3.101028609,2.364936388,2,-15,2023-05-17,14,0.606394318,4.642236197,Neutral,,Fees,Medium,79.96900838,991.4525081,425152,2.647089902,2021-05-09,Transfer,2021-01-01 00:00:00,0.603210369,4.604546587,2.953111291,0.686285083,45477.73247
4590,75,F,East Dylan,Low,Financial risk analyst,Bachelor,Married,4,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,75,5,FALSE,FALSE,0.223452663,12,5,780,796.5686218,620880,2023-12-08,2021-11-26,3.722069482,2.523141541,1.053505215,5,7,2021-12-10,3,0.651810739,1.39138699,Neutral,Investment Analytics,App Issues,Medium,78.32057957,460.5927991,729606,26.48133746,2023-12-18,Transfer,2023-12-08 00:00:00,0.554690157,5.433635026,2.685654054,0.040802082,95522.16972
4591,23,F,Lake Jacqueline,Medium,"Psychologist, educational",PhD,Married,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,77,8,FALSE,FALSE,0.821972767,15,5,188,373.6412079,70124,2021-10-07,2023-10-25,3.909251007,1.618321858,4.850940816,2,-83,2022-04-29,16,0.729739059,4.602048042,Negative,Mobile Deposit,Fees,High,47.60985505,689.1320171,722107,12.55023175,2022-05-23,Debit,2021-10-07 00:00:00,0.75152146,0.369143832,18.00955957,0.486770597,28062.74351
4592,61,M,West Briantown,Medium,"Designer, exhibition/display",High School,Widowed,1,Referral,Premium,FALSE,FALSE,FALSE,TRUE,FALSE,1,14,5,FALSE,FALSE,0.248235883,7,2,623,430.0914878,267890,2022-12-06,2023-11-24,2.703225561,1.098308021,2.192218732,9,-55,2021-02-05,12,0.75622756,4.735931183,Negative,International Transfers,Fees,High,91.67060835,908.3773994,174150,12.87386348,2022-12-25,Debit,2022-12-06 00:00:00,0.785198847,0.683727637,1.4266296,0.813376716,72867.28188
4593,41,M,New Elizabethshire,Medium,Osteopath,High School,Married,2,Branch,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,94,6,FALSE,FALSE,0.542529687,13,5,798,643.9108908,513114,2022-08-11,2023-12-08,1.45069646,3.022783569,2.857875842,7,-22,2022-02-05,15,0.685362273,4.543514398,Negative,Mobile Deposit,Transaction Delays,Medium,57.22804665,300.774888,703682,12.24333252,2022-11-16,Transfer,2022-08-11 00:00:00,0.431233759,2.249593389,3.420740109,0.869286904,8108.819638
4594,36,M,West Nicoleberg,Premium,Drilling engineer,PhD,Widowed,4,Online,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,4,6,TRUE,FALSE,0.127180427,11,3,920,95.09737432,87400,2023-08-19,2022-12-01,4.66986168,4.482321205,3.596512191,6,-80,2021-06-07,15,0.961986114,1.347780776,Negative,International Transfers,App Issues,High,44.11580758,405.1284647,435014,14.20775235,2023-09-03,Debit,2023-08-19 00:00:00,0.532783934,4.748313236,18.65010074,0.032897107,50221.62914
4595,35,M,Samanthafort,High,Writer,Master,Single,5,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,4,FALSE,TRUE,0.57456599,19,7,600,321.6392468,192600,2021-01-18,2023-07-06,2.386726682,3.381748446,3.719071852,7,-25,2021-05-18,17,0.862459172,3.184254184,Positive,Budgeting Tools,App Issues,Medium,43.11707857,657.9942864,473335,5.932112553,2022-10-09,Transfer,2021-01-18 00:00:00,0.322015179,6.619532074,0.429048689,0.722152341,65246.34577
4596,47,Other,East Elizabeth,Low,Housing manager/officer,Master,Widowed,4,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,2,5,FALSE,TRUE,0.482956329,6,3,726,934.0019047,678084,2023-10-05,2021-09-26,4.868956263,4.474315952,4.290581302,7,88,2021-07-27,13,0.847164347,2.418194763,Neutral,Mobile Deposit,Fees,Medium,53.65536405,167.8981218,63117,21.90406772,2023-11-11,Credit,2023-10-05 00:00:00,0.037662222,4.736067712,7.300970751,0.507960365,75322.3243
4597,59,F,Mendozaville,Low,Education administrator,Bachelor,Married,4,Referral,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,46,4,TRUE,TRUE,0.280646654,4,6,260,863.4970456,224380,2023-09-05,2022-11-26,4.396759696,4.064684606,2.527620031,8,-6,2022-07-06,2,0.7885898,1.686030394,Positive,International Transfers,Customer Service,High,21.12404052,704.5892376,405699,26.41426063,2023-09-06,Credit,2023-09-05 00:00:00,0.01122305,6.012373304,3.559379452,0.541755577,3869.883134
4598,50,M,South Angela,Low,Archivist,Master,Single,5,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,29,2,FALSE,TRUE,0.307525907,14,9,979,238.9002976,233002,2022-09-06,2022-08-19,2.181657709,2.372615471,3.830320737,8,-36,2022-01-02,15,0.779054073,3.166336567,Positive,,Customer Service,Medium,28.3765176,816.461544,74031,21.64489324,2023-04-24,Transfer,2022-09-06 00:00:00,0.798417582,1.038926109,12.3233357,0.390344975,40700.57936
4599,29,F,East Elizabethhaven,High,Plant breeder/geneticist,Bachelor,Divorced,3,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,11,2,FALSE,TRUE,0.00981148,9,1,985,517.706573,509245,2021-01-19,2023-01-08,3.99190609,2.652729163,3.460951433,4,52,2023-12-30,16,0.715745703,1.166715081,Positive,International Transfers,Customer Service,Medium,37.62986266,605.1298353,255784,8.194608874,2023-07-11,Credit,2021-01-19 00:00:00,0.133473504,2.985577571,2.314432765,0.976963761,11049.20252
4600,44,M,Port Kathleen,High,Multimedia programmer,High School,Single,2,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,14,8,FALSE,TRUE,0.027316627,0,5,517,587.4849693,303479,2023-06-01,2023-06-02,2.093236252,4.449378283,4.940948886,9,-30,2021-09-12,1,0.719676467,2.216687222,Positive,Investment Analytics,Fees,High,15.36403554,327.3648768,670181,0.854287094,2023-10-15,Transfer,2023-06-01 00:00:00,0.627006525,9.271323325,17.36902302,0.798460197,11158.93478
4601,56,F,Palmerland,Premium,Call centre manager,PhD,Divorced,7,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,4,FALSE,FALSE,0.600857522,5,9,388,308.6280758,119504,2022-08-23,2021-03-23,1.100861436,3.821594019,3.958532501,6,-69,2023-08-06,7,0.969652762,3.08978044,Positive,,,Medium,15.90823745,625.3062473,302043,4.21414359,2022-10-07,Credit,2022-08-23 00:00:00,0.316852172,5.202979456,13.83199958,0.312169826,80704.60007
4602,26,F,East Courtney,Medium,Legal executive,High School,Widowed,5,Branch,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,27,9,FALSE,TRUE,0.718375881,7,4,477,354.1617088,168858,2022-04-19,2023-03-05,2.051710533,3.237608207,4.778976857,5,75,2023-01-26,15,0.793984493,4.923354345,Negative,Investment Analytics,Fees,Medium,9.298626436,888.9630217,766426,20.26547566,2022-07-30,Transfer,2022-04-19 00:00:00,0.578410674,4.284544394,5.246928754,0.453333897,90398.93984
4603,38,M,Francostad,High,Futures trader,PhD,Single,5,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,48,6,TRUE,FALSE,0.546901888,10,0,137,978.1778159,133986,2021-01-15,2022-05-05,1.640539816,4.7894848,2.133962476,10,6,2022-01-02,4,0.707443373,3.069617348,Positive,Investment Analytics,Customer Service,Low,91.80276308,260.5662919,327435,22.84451156,2021-04-22,Transfer,2021-01-15 00:00:00,0.127359929,8.33941382,0.430935036,0.888417632,464.2140524
4604,46,M,Port Jose,Medium,Youth worker,Master,Single,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,86,5,TRUE,FALSE,0.081911224,5,4,631,147.1482683,92757,2023-02-05,2022-03-04,2.231364563,1.186670868,2.824211462,10,-66,2021-11-09,4,0.744851353,2.245367407,Positive,,Customer Service,Low,90.81690046,871.8633274,643041,14.69061929,2023-12-17,Debit,2023-02-05 00:00:00,0.554408838,9.36006664,17.6912354,0.736857959,89547.88129
4605,50,F,Port Ryanmouth,High,"Scientist, audiological",High School,Single,1,Online,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,46,7,FALSE,FALSE,0.94087021,7,5,563,912.2286421,513456,2022-01-22,2021-06-03,2.911377755,4.427442868,3.117150206,3,-11,2023-12-29,9,0.964729145,3.20923372,Neutral,,Fees,Medium,91.50553181,736.3315912,186832,0.79620867,2023-03-15,Transfer,2022-01-22 00:00:00,0.028984776,9.60278259,10.26574684,0.78285377,70899.46509
4606,79,F,Johnsonstad,High,Aid worker,High School,Widowed,2,Referral,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,78,6,TRUE,FALSE,0.713432165,17,1,486,360.7029147,174960,2023-04-24,2021-11-09,1.602084875,2.274661394,4.392797512,10,-23,2022-01-18,8,0.672763694,1.195264284,Positive,Investment Analytics,,High,93.2181631,447.0083871,795275,14.5535427,2023-07-25,Debit,2023-04-24 00:00:00,0.577780997,5.604993114,17.19722541,0.771684323,63292.70746
4607,32,F,Colebury,High,Structural engineer,Bachelor,Married,3,Referral,New,TRUE,FALSE,TRUE,FALSE,FALSE,2,74,4,TRUE,TRUE,0.237374769,13,6,936,246.6719214,230256,2023-06-15,2023-10-16,1.387251601,3.596443262,2.698803202,4,-93,2022-05-19,13,0.998768813,4.266431876,Positive,Investment Analytics,Fees,Low,26.05598261,998.5310439,685965,26.61199379,2023-11-19,Credit,2023-06-15 00:00:00,0.334026027,8.038369265,18.41594807,0.693366631,49298.46642
4608,19,Other,South Christina,Medium,"Librarian, academic",PhD,Widowed,6,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,93,9,FALSE,TRUE,0.671487423,8,0,53,267.9312259,14151,2023-03-20,2021-07-19,3.034512519,4.660125447,3.228365086,3,-79,2021-01-18,19,0.693850496,4.607250699,Neutral,Mobile Deposit,Customer Service,Medium,76.51468005,148.4131592,14598,3.656550104,2023-12-26,Debit,2023-03-20 00:00:00,0.258649996,8.73965746,4.592837415,0.663536289,95800.37318
4609,69,M,Lucasburgh,High,Chief Strategy Officer,Master,Single,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,11,6,FALSE,TRUE,0.1114577,12,0,610,290.4642229,176900,2022-05-27,2021-01-31,2.390663196,2.41617871,1.548998589,10,59,2022-10-29,4,0.896097043,1.157465345,Neutral,,Customer Service,Medium,48.90150418,439.8208744,399239,27.24833109,2023-04-02,Debit,2022-05-27 00:00:00,0.619293426,3.771856756,11.60217217,0.329344036,95769.21715
4610,61,Other,New Adriana,Medium,"Engineer, broadcasting (operations)",High School,Married,5,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,53,3,FALSE,TRUE,0.77938848,17,0,200,294.0328192,58800,2021-12-01,2021-10-20,2.787312136,2.980382444,1.769868137,7,-55,2021-12-18,9,0.534017327,1.827107962,Neutral,,Customer Service,Medium,1.001560823,704.2063244,498396,28.51780775,2023-10-11,Transfer,2021-12-01 00:00:00,0.752315531,7.934277411,13.69569036,0.211762208,85208.19003
4611,71,Other,Mejiachester,Low,"Engineer, energy",PhD,Single,7,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,82,4,FALSE,FALSE,0.480924199,13,1,971,261.5010773,253431,2023-03-10,2022-09-26,4.961249258,2.290580593,2.563265478,7,40,2022-07-12,5,0.70450734,1.141986773,Negative,Investment Analytics,Fees,Medium,83.07355968,24.70420806,61357,19.90457798,2023-08-17,Credit,2023-03-10 00:00:00,0.685112125,4.197166723,6.172742938,0.457699828,94020.18047
4612,35,M,South Carlland,Low,Clinical biochemist,Master,Single,7,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,31,4,FALSE,TRUE,0.40936846,2,0,994,844.060192,838936,2023-02-14,2021-06-28,2.406796991,3.816985457,1.201992052,9,-68,2023-11-18,9,0.573329589,4.604969784,Negative,International Transfers,Customer Service,Medium,69.5863327,894.581631,739136,1.882882149,2023-07-27,Debit,2023-02-14 00:00:00,0.901428759,5.653802386,5.597393525,0.929421945,81775.20399
4613,20,M,Port Darlene,Medium,Environmental health practitioner,High School,Divorced,7,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,0,8,FALSE,FALSE,0.009146316,16,6,750,275.114144,206250,2022-03-28,2023-10-19,3.413667411,1.521715408,1.305452278,7,-100,2021-02-12,19,0.64590915,1.07313767,Negative,Mobile Deposit,App Issues,Medium,70.82150887,356.2789295,607559,10.06633724,2023-07-08,Credit,2022-03-28 00:00:00,0.05933169,2.777516275,15.18986742,0.350514925,82897.03779
4614,24,Other,Joshuaview,Medium,Solicitor,PhD,Single,6,Online,VIP,TRUE,FALSE,FALSE,TRUE,FALSE,2,15,5,TRUE,TRUE,0.652475845,10,4,864,863.2218038,745632,2022-06-23,2021-07-12,2.935512446,4.011963648,3.8169791,3,-9,2023-10-23,6,0.702558737,1.087932618,Positive,International Transfers,Transaction Delays,Low,75.54226469,210.4800973,564979,25.87393732,2023-08-13,Debit,2022-06-23 00:00:00,0.35467482,1.204828458,9.004197944,0.81223059,5993.016033
4615,60,M,Santosmouth,Low,Architect,Bachelor,Widowed,3,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,10,8,TRUE,FALSE,0.82900125,12,6,416,969.5756648,403104,2021-06-12,2023-07-21,3.948987677,4.122730381,1.283857204,7,-34,2023-10-31,17,0.77988332,3.2937984,Positive,Investment Analytics,Customer Service,Medium,29.74834687,315.493763,550869,21.5837149,2023-07-11,Transfer,2021-06-12 00:00:00,0.944823516,9.188313725,18.40710098,0.571817022,36507.267
4616,55,F,Marymouth,Medium,Armed forces logistics/support/administrative officer,High School,Widowed,6,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,8,TRUE,TRUE,0.288297105,19,4,689,286.0404086,197054,2023-05-15,2022-10-05,4.939370909,1.264102387,1.007459779,1,12,2021-04-27,18,0.56967355,1.746268845,Neutral,Investment Analytics,Fees,High,52.42191696,205.8258436,450515,14.73627843,2023-12-15,Debit,2023-05-15 00:00:00,0.537050303,7.920526797,4.085037761,0.817182749,14017.16078
4617,54,F,Melissafort,Medium,Government social research officer,PhD,Widowed,6,Referral,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,96,6,FALSE,TRUE,0.011768672,19,7,773,569.4448852,439837,2022-05-06,2021-12-14,3.093634115,2.598948445,1.250439836,6,-21,2023-03-18,1,0.72174416,4.700110567,Neutral,Investment Analytics,Fees,Medium,39.74768533,13.49542134,738110,4.845371105,2023-07-22,Debit,2022-05-06 00:00:00,0.996348016,1.628780408,12.55310117,0.474232946,72358.97412
4618,75,Other,Hughesshire,Medium,"Teacher, secondary school",Master,Married,6,Referral,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,54,5,FALSE,FALSE,0.775316551,9,9,544,461.5868134,250784,2023-11-25,2022-08-29,2.401758187,3.787244145,3.555139907,8,77,2021-10-04,11,0.965683737,4.251030331,Neutral,International Transfers,Customer Service,Low,66.51967068,59.77877837,740169,14.51664434,2023-12-10,Debit,2023-11-25 00:00:00,0.81177223,0.219208074,16.92509429,0.674185565,86737.08083
4619,50,Other,South Matthew,Medium,Social researcher,Master,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,35,2,FALSE,TRUE,0.635664609,4,7,133,848.2283553,112784,2022-07-11,2021-11-27,1.649979056,1.377328226,3.24844667,6,25,2021-12-09,19,0.753784796,1.856980626,Neutral,Mobile Deposit,App Issues,High,56.80425855,184.7208338,698588,2.791497391,2023-05-19,Transfer,2022-07-11 00:00:00,0.319960715,5.014338215,7.283990666,0.111430933,23957.87189
4620,76,M,Hesterside,Low,Environmental manager,Bachelor,Divorced,5,Referral,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,29,1,FALSE,TRUE,0.776888706,6,8,480,315.1989628,151200,2022-08-07,2021-05-20,4.249450036,4.173671847,4.259168402,5,59,2021-04-10,2,0.53387284,2.768666156,Neutral,,App Issues,Low,12.89191401,671.1166928,869341,18.45431125,2023-07-06,Debit,2022-08-07 00:00:00,0.619168038,9.102341126,8.969107799,0.355538999,10104.10643
4621,28,M,West Crystalview,Low,"Designer, graphic",High School,Single,1,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,67,7,FALSE,TRUE,0.538316604,9,2,833,767.1252037,638911,2023-12-26,2022-07-28,1.294084232,3.569960512,1.822437491,7,-91,2023-08-19,5,0.598221047,4.37037668,Positive,International Transfers,App Issues,Low,33.401325,10.97001235,507648,23.37182358,2023-12-28,Credit,2023-12-26 00:00:00,0.068047699,3.00139984,17.73550538,0.18668905,96294.95071
4622,39,Other,Brookebury,Low,Bonds trader,Bachelor,Single,4,Marketing,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,55,7,TRUE,FALSE,0.460945227,5,1,710,480.8824829,340800,2022-07-05,2023-01-15,3.325622641,2.852590028,3.357146365,6,28,2021-11-16,13,0.90073203,1.069462238,Neutral,International Transfers,Fees,High,44.55208161,700.2151613,634595,18.84063888,2022-11-04,Transfer,2022-07-05 00:00:00,0.306505365,2.578044932,11.85446885,0.337529575,35518.15131
4623,83,Other,Saramouth,High,Charity officer,PhD,Divorced,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,59,2,TRUE,TRUE,0.219359267,17,6,999,634.5998071,633366,2023-04-26,2022-12-25,4.055706191,1.379678924,4.227710355,7,98,2021-09-28,17,0.652837366,2.898208682,Negative,Investment Analytics,,High,39.9725771,150.9733652,567380,0.416513885,2023-11-12,Credit,2023-04-26 00:00:00,0.891323455,7.165338497,14.90187231,0.036572914,67781.40256
4624,61,F,New James,Medium,"Editor, film/video",Master,Married,1,Marketing,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,88,3,FALSE,FALSE,0.078838123,5,6,153,580.883313,88740,2022-01-21,2021-07-02,1.767596138,1.285373868,3.874662245,7,74,2022-05-11,0,0.924528115,2.835775806,Negative,Investment Analytics,Fees,High,54.71178639,511.96608,727493,20.08199201,2023-08-15,Credit,2022-01-21 00:00:00,0.820199355,2.71916983,10.63533011,0.14666369,10609.74024
4625,23,F,Jamesmouth,High,"Designer, blown glass/stained glass",Bachelor,Widowed,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,97,8,TRUE,FALSE,0.471445631,12,2,923,71.77070727,65533,2021-05-21,2021-05-26,2.922979561,1.980849526,2.272313038,9,-94,2023-01-23,13,0.650464448,4.742583149,Negative,Mobile Deposit,Customer Service,Low,4.190165812,371.8457714,504558,14.58543669,2023-06-19,Credit,2021-05-21 00:00:00,0.952688063,5.544261221,2.88505651,0.893735655,28115.24557
4626,59,M,Ramirezchester,Medium,Chief Marketing Officer,High School,Single,6,Marketing,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,16,4,TRUE,TRUE,0.868397631,16,1,366,592.699325,216672,2022-01-09,2022-01-02,2.587722943,4.160996859,3.471470084,10,9,2022-07-26,15,0.779529883,2.372531201,Positive,Investment Analytics,,Low,47.06418911,480.4600701,698178,12.87937526,2022-07-16,Credit,2022-01-09 00:00:00,0.7100472,8.799282605,12.15824957,0.88276408,97489.72582
4627,42,F,Port Chloe,Premium,Early years teacher,PhD,Divorced,5,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,5,TRUE,TRUE,0.059346475,6,9,78,829.1998735,64662,2021-10-07,2023-08-02,1.84157478,4.560053118,3.92706586,3,89,2023-08-06,18,0.793034882,1.849131792,Negative,Budgeting Tools,Fees,Medium,16.60450809,675.9603558,496925,8.48578286,2023-06-10,Transfer,2021-10-07 00:00:00,0.894268222,9.347307171,6.938011846,0.184523469,24081.54222
4628,74,M,Port Kayla,Medium,Camera operator,High School,Married,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,7,TRUE,FALSE,0.989094945,2,1,624,295.5538835,184080,2022-08-17,2022-06-13,4.528042247,1.990808795,4.276247746,9,79,2022-05-19,4,0.826823574,2.286468075,Negative,,,Medium,12.21228053,203.3665336,671625,3.49037362,2023-06-15,Debit,2022-08-17 00:00:00,0.34815141,3.650913267,17.5123985,0.201126759,17323.5628
4629,72,M,Jamesstad,Low,Microbiologist,Bachelor,Widowed,5,Online,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,12,8,TRUE,TRUE,0.946991791,6,2,73,408.7089474,29784,2021-08-15,2023-08-28,3.129245694,2.217693281,4.954295329,5,13,2023-07-21,1,0.871070061,2.174291769,Positive,,Transaction Delays,Low,20.86782581,165.8420463,933723,16.80486906,2021-11-23,Transfer,2021-08-15 00:00:00,0.140244481,1.128196719,2.863713255,0.944849956,13260.33671
4630,33,M,Jamesmouth,Low,Housing manager/officer,Master,Single,7,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,11,1,TRUE,FALSE,0.640738151,19,7,540,213.0616049,115020,2023-07-22,2022-06-09,4.42520448,1.680654769,2.598212759,10,-33,2021-12-25,18,0.997941078,4.266297181,Neutral,,Customer Service,High,91.41766538,929.5774876,343122,24.9975837,2023-08-27,Credit,2023-07-22 00:00:00,0.687351577,6.442567795,0.863257802,0.674847838,12656.08744
4631,31,F,North Jenny,Medium,Sales promotion account executive,Master,Widowed,2,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,31,7,FALSE,FALSE,0.914210793,19,7,498,217.5497144,108066,2023-07-17,2023-06-25,4.405566781,3.743482723,1.121207474,4,31,2021-08-14,12,0.503412461,3.737989145,Negative,,App Issues,Low,3.417856716,52.1272532,821243,29.57582371,2023-10-29,Transfer,2023-07-17 00:00:00,0.507401009,5.31798269,15.61163943,0.999424903,90637.13886
4632,56,Other,Danielleborough,High,"Clinical scientist, histocompatibility and immunogenetics",Bachelor,Widowed,1,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,86,3,TRUE,FALSE,0.553527927,6,0,600,314.0114808,188400,2022-07-12,2021-10-15,4.920574378,1.110789028,3.093814457,8,-44,2022-05-24,1,0.887690514,2.753053117,Neutral,Investment Analytics,Customer Service,Medium,90.49846198,526.2528985,644940,19.00879316,2023-04-11,Credit,2022-07-12 00:00:00,0.835321652,1.124368785,0.8448905,0.180405809,47766.71308
4633,45,Other,Isaacfort,Low,Microbiologist,High School,Divorced,1,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,92,5,FALSE,FALSE,0.404584085,1,8,703,756.1727472,531468,2023-10-05,2021-09-11,4.678212767,4.723483308,2.28651417,1,-12,2021-11-28,6,0.899475754,4.422589104,Positive,,App Issues,Medium,57.52272787,531.6271387,575452,9.349909918,2023-11-17,Transfer,2023-10-05 00:00:00,0.390932725,3.92414997,3.945813763,0.140301722,15737.19151
4634,68,F,Johnfort,Medium,Solicitor,High School,Divorced,3,Branch,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,33,1,TRUE,TRUE,0.571690474,4,4,969,486.4658085,470934,2022-01-20,2023-09-27,3.930127137,2.100071759,2.208101272,9,-96,2021-03-28,2,0.606803172,3.366812404,Negative,Investment Analytics,Fees,Medium,85.1889781,31.68771673,503739,12.41560352,2022-06-25,Transfer,2022-01-20 00:00:00,0.731301189,7.502219754,18.0558979,0.625024448,22475.89065
4635,66,Other,Sarahmouth,High,"Designer, exhibition/display",High School,Widowed,7,Referral,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,82,3,FALSE,TRUE,0.876555921,12,4,36,694.2886848,24984,2022-10-19,2021-03-23,3.701658454,4.081731509,3.733439844,4,98,2021-05-18,15,0.63768512,1.498938547,Neutral,Budgeting Tools,Fees,High,67.89690069,410.6852054,319493,21.7096088,2022-11-16,Transfer,2022-10-19 00:00:00,0.98948302,1.171451925,11.82680045,0.08025198,8567.68337
4636,26,M,Dustinland,Medium,"Presenter, broadcasting",High School,Widowed,1,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,11,5,FALSE,TRUE,0.957520797,5,1,231,936.2665851,216216,2021-02-09,2023-01-15,1.656152906,4.858291072,1.173652636,7,-46,2023-02-12,0,0.799562501,3.717467684,Positive,International Transfers,Customer Service,Medium,11.82574356,446.6531815,147255,14.29381516,2023-06-12,Credit,2021-02-09 00:00:00,0.036369584,8.963581464,4.39317814,0.792460236,76488.16383
4637,75,Other,Davidfurt,Low,Speech and language therapist,Master,Single,1,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,3,1,FALSE,TRUE,0.838087397,3,4,869,733.060138,636977,2021-11-08,2022-08-11,2.717658708,1.587491193,3.166111114,6,-34,2021-10-06,11,0.605099804,2.054730458,Negative,International Transfers,Customer Service,Medium,43.96169763,901.0181615,499226,15.67054485,2022-09-18,Debit,2021-11-08 00:00:00,0.831979102,7.229736022,1.919217172,0.797330902,31887.69011
4638,62,F,Smithborough,Low,Pensions consultant,High School,Married,4,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,88,2,TRUE,FALSE,0.179681698,0,5,753,379.4269017,285387,2021-04-12,2023-04-02,3.254254365,1.497374067,3.539337934,2,84,2021-01-02,19,0.801280161,3.73833514,Neutral,,Customer Service,Medium,92.55464662,97.1095659,661412,4.184855335,2023-03-13,Credit,2021-04-12 00:00:00,0.786605979,6.938998722,17.90548824,0.08576756,22071.08499
4639,39,Other,Sarahmouth,Low,Social worker,Bachelor,Married,2,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,25,3,TRUE,TRUE,0.591737421,10,6,490,515.587044,252350,2021-02-15,2023-04-18,1.2474884,2.103378868,3.904998848,2,-2,2022-08-12,5,0.59055953,3.06320963,Positive,Budgeting Tools,App Issues,Medium,89.35942946,747.9035388,536498,16.10652391,2021-08-02,Transfer,2021-02-15 00:00:00,0.188682094,1.888221627,4.402394328,0.823581391,70392.61228
4640,49,M,Williamchester,Premium,Restaurant manager,Bachelor,Widowed,6,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,81,8,FALSE,FALSE,0.44475548,0,0,824,285.8061563,234840,2022-01-16,2021-09-22,1.618676566,3.358304589,4.850337237,9,-26,2023-08-02,10,0.777371151,4.006784368,Negative,International Transfers,Transaction Delays,High,88.47466478,583.181698,183737,29.15103119,2023-10-10,Transfer,2022-01-16 00:00:00,0.246185215,8.451580984,18.9034407,0.772324831,36301.9489
4641,59,M,West Brent,High,Operational investment banker,Bachelor,Divorced,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,63,5,FALSE,TRUE,0.481264662,18,2,930,75.09015683,69750,2021-07-29,2023-06-22,3.563026981,1.00539218,1.035271712,3,-25,2023-12-20,9,0.894617609,2.933014691,Negative,Mobile Deposit,Transaction Delays,Low,67.1646643,867.581479,334281,10.08800553,2023-08-19,Debit,2021-07-29 00:00:00,0.998506535,8.029998982,0.072207094,0.589235356,83188.22863
4642,70,F,Fullerfort,High,Hydrogeologist,Bachelor,Married,3,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,29,5,TRUE,TRUE,0.428238424,8,3,579,669.3558612,387351,2022-08-01,2023-01-22,1.588185858,3.423711525,3.09414591,3,-62,2023-10-01,3,0.986929083,4.532654432,Positive,,Customer Service,Low,28.16671875,54.44481041,91399,5.039404483,2022-11-14,Debit,2022-08-01 00:00:00,0.608561563,8.646435165,11.37845227,0.39736724,76826.5675
4643,76,F,South Samuelmouth,Premium,Actuary,High School,Widowed,6,Referral,Regular,FALSE,FALSE,FALSE,TRUE,TRUE,2,33,3,FALSE,FALSE,0.067557085,17,6,533,665.227413,354445,2022-07-06,2023-11-16,2.353632146,3.307633234,4.495862177,4,-21,2023-03-20,10,0.720859493,2.457471264,Positive,Mobile Deposit,Customer Service,Low,88.34028394,425.1188789,827266,14.233772,2022-07-29,Debit,2022-07-06 00:00:00,0.06295249,4.752592841,13.07644641,0.839919263,68427.5783
4644,56,F,East Herbertstad,Medium,Civil Service administrator,Master,Divorced,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,32,9,TRUE,TRUE,0.845901731,13,7,295,857.6793931,252815,2021-09-14,2022-10-05,1.149123566,1.183551956,1.815625317,5,4,2023-04-08,6,0.680273432,2.190998937,Negative,Investment Analytics,Customer Service,Low,97.1305115,560.7711303,510768,15.57023521,2022-11-17,Credit,2021-09-14 00:00:00,0.005413273,0.093556239,0.590358954,0.749969478,72684.38359
4645,32,M,North Melanieview,Medium,Television floor manager,PhD,Single,7,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,30,9,FALSE,TRUE,0.978366848,6,4,933,168.1264851,156744,2023-06-17,2023-02-05,1.678968236,3.092197699,4.904422742,5,70,2023-12-12,15,0.900289583,1.887988521,Negative,Budgeting Tools,App Issues,Low,15.83608025,155.2802134,592461,29.9285606,2023-07-13,Transfer,2023-06-17 00:00:00,0.900818585,2.472488601,18.31997421,0.234675146,24584.2946
4646,46,Other,New Amandaberg,Medium,Clinical molecular geneticist,High School,Married,7,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,2,TRUE,FALSE,0.209732527,1,6,42,885.4332448,37170,2021-01-17,2021-06-20,3.217921309,4.337648591,1.760930639,10,98,2023-08-14,5,0.632702083,3.16510776,Positive,Budgeting Tools,,Medium,40.30777083,196.2001214,200574,6.419962695,2023-03-11,Credit,2021-01-17 00:00:00,0.292301426,2.54106106,17.39903975,0.455708207,42687.39992
4647,20,Other,Lake Gloriaborough,High,Set designer,PhD,Single,1,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,61,8,TRUE,FALSE,0.621955602,16,1,676,796.4105329,538096,2022-04-22,2023-04-27,3.568020767,2.197820636,3.548352102,4,-91,2023-12-01,5,0.725302826,2.163405004,Neutral,International Transfers,,High,16.2890485,569.0252589,245593,16.29335916,2023-05-16,Debit,2022-04-22 00:00:00,0.489585319,2.847423356,19.57488962,0.826775408,68490.72962
4648,27,F,Lake Ashleytown,High,"Journalist, newspaper",Master,Divorced,1,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,30,1,TRUE,FALSE,0.536569733,6,7,834,116.1905078,96744,2021-07-04,2023-11-03,1.411744731,4.272586943,1.298767221,8,22,2022-12-26,2,0.593697734,3.877709955,Negative,Mobile Deposit,,Low,96.64751036,589.4774182,924902,11.19905127,2023-06-10,Transfer,2021-07-04 00:00:00,0.303871375,2.464600966,8.596382605,0.65589822,13678.88555
4649,46,Other,West Tiffanyview,Medium,Garment/textile technologist,High School,Widowed,6,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,76,5,FALSE,FALSE,0.89649515,6,1,529,982.576824,519478,2021-11-05,2023-07-11,1.965627232,2.769510673,3.076631471,7,-19,2023-04-10,17,0.890642257,1.973704794,Negative,,Fees,Low,17.33262517,141.3585721,868965,22.39906619,2023-07-28,Debit,2021-11-05 00:00:00,0.465685759,9.232262086,1.64233063,0.364649922,86608.41852
4650,52,Other,Russellbury,Medium,"Surveyor, commercial/residential",PhD,Single,5,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,23,7,TRUE,FALSE,0.704101763,0,2,499,48.66305341,23952,2021-01-31,2022-06-23,2.582590551,4.368085198,2.002005672,7,-72,2022-05-30,8,0.709133303,3.059361202,Positive,,Customer Service,High,55.45767186,481.6408112,771748,26.11966953,2021-08-10,Debit,2021-01-31 00:00:00,0.548208627,8.974905965,0.62110691,0.780784303,56877.59903
4651,23,F,New Cassandra,Premium,Soil scientist,Master,Widowed,4,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,8,FALSE,FALSE,0.749661871,7,2,566,796.8734426,450536,2023-10-08,2021-03-29,3.729635499,2.883904894,2.244533731,9,53,2023-12-09,9,0.801983898,3.479387701,Neutral,Budgeting Tools,App Issues,Low,81.88769899,154.3605341,391942,22.81979452,2023-10-10,Credit,2023-10-08 00:00:00,0.76280481,9.172559665,8.763896211,0.844704043,77733.55451
4652,29,F,Sarahstad,Low,Barrister,PhD,Married,2,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,50,8,FALSE,FALSE,0.951904205,13,5,105,434.2574576,45570,2022-03-21,2021-04-27,1.300069078,4.603290242,2.480252691,7,-71,2023-04-15,16,0.580599411,2.923557235,Neutral,International Transfers,Transaction Delays,Medium,21.85055832,81.50260042,249298,5.698499612,2022-05-20,Credit,2022-03-21 00:00:00,0.374456773,2.045755236,16.56731908,0.052404107,23084.1653
4653,55,M,East Andrew,High,Neurosurgeon,Bachelor,Single,4,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,64,6,TRUE,FALSE,0.663476591,12,9,925,866.7196372,801050,2022-12-02,2022-05-17,2.795513716,4.655373901,1.933766039,5,8,2021-12-08,2,0.968634748,1.169192974,Positive,International Transfers,Transaction Delays,High,39.18961083,795.1185408,137271,19.5230117,2023-12-22,Credit,2022-12-02 00:00:00,0.667230358,7.584658067,10.46488364,0.234482394,99139.37669
4654,36,M,Kathrynburgh,Low,Insurance broker,Bachelor,Married,3,Online,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,97,7,FALSE,FALSE,0.453557589,9,5,153,731.0495754,111843,2023-05-11,2021-01-17,3.947100684,1.025873903,4.4676579,3,-36,2023-10-28,9,0.994566187,2.344240115,Neutral,Mobile Deposit,Transaction Delays,Medium,20.72582638,125.0212314,621344,6.9642814,2023-12-24,Transfer,2023-05-11 00:00:00,0.196548225,6.476621095,16.17035224,0.401228334,4660.721763
4655,84,M,Harristown,Medium,Industrial/product designer,Master,Married,6,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,8,4,FALSE,FALSE,0.051906071,11,0,405,70.05642275,28350,2022-10-01,2021-11-13,1.562018246,2.543143046,1.608533649,8,65,2023-10-21,4,0.695316889,4.37203573,Positive,International Transfers,,Medium,83.12214908,128.9076944,11119,29.51281153,2023-12-05,Transfer,2022-10-01 00:00:00,0.225255822,6.449988564,7.654237527,0.952810826,28956.04787
4656,25,M,North Ashley,Medium,Contracting civil engineer,Master,Married,1,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,7,7,FALSE,FALSE,0.906364197,12,9,19,247.5965904,4693,2023-10-18,2021-08-04,3.182583553,4.549302777,2.720414713,5,-86,2021-09-16,1,0.92114156,3.821501598,Positive,Mobile Deposit,Fees,High,22.86772012,594.7921841,799359,16.7915811,2023-12-24,Credit,2023-10-18 00:00:00,0.749449435,2.198459022,10.00114246,0.432385177,1671.926626
4657,25,Other,Lisaville,High,Academic librarian,PhD,Married,4,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,7,FALSE,TRUE,0.589727363,15,1,413,952.8962108,393176,2023-01-31,2022-08-19,2.763181572,1.055773387,4.925170302,2,-12,2021-03-16,2,0.572596092,4.953780994,Negative,International Transfers,,Medium,47.51845058,277.1932607,601119,12.91666265,2023-12-22,Debit,2023-01-31 00:00:00,0.997439907,5.080609255,14.85968566,0.176462601,22381.60238
4658,64,Other,East Meganbury,Medium,Archivist,Master,Married,2,Marketing,Premium,FALSE,TRUE,TRUE,FALSE,FALSE,2,92,9,FALSE,TRUE,0.68231638,12,4,899,155.7226255,139345,2023-08-08,2023-02-09,2.563313422,1.408332125,3.351378865,10,-82,2022-02-28,16,0.878036518,2.169580941,Positive,Mobile Deposit,Fees,High,71.90783573,531.0312145,686675,19.39004164,2023-09-10,Credit,2023-08-08 00:00:00,0.307180244,7.126859445,8.27881763,0.708580046,21940.97812
4659,21,M,South Chelsea,Medium,Network engineer,Bachelor,Divorced,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,98,2,FALSE,FALSE,0.505297039,14,8,999,77.80401842,76923,2021-03-06,2021-11-21,4.735511763,2.723745202,3.525159964,2,-73,2021-05-31,8,0.909159318,4.722209829,Negative,,App Issues,Medium,94.53023403,56.04418159,4643,17.98565735,2022-01-27,Debit,2021-03-06 00:00:00,0.247983616,4.723437144,17.64572632,0.558878836,94168.2158
4660,68,M,East Joshua,High,"Editor, film/video",Bachelor,Single,7,Online,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,68,8,TRUE,TRUE,0.393623225,3,5,844,162.7168665,136728,2022-11-08,2023-03-29,2.582236901,4.921394472,3.916787196,1,-4,2023-01-23,0,0.77444874,2.706780522,Negative,Mobile Deposit,,Medium,34.60979576,580.0884204,629601,27.51634949,2023-10-14,Credit,2022-11-08 00:00:00,0.623638593,8.842942152,16.6561139,0.576628115,60091.48619
4661,84,F,East Emilychester,High,"Teacher, early years/pre",High School,Widowed,4,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,9,FALSE,FALSE,0.503887464,4,5,55,723.0792859,39765,2021-06-14,2021-05-30,2.787128489,4.709495865,4.468690376,1,-86,2022-09-04,4,0.785937614,1.294618665,Positive,Budgeting Tools,Transaction Delays,High,5.817240369,525.1463054,640790,15.37825789,2022-02-25,Transfer,2021-06-14 00:00:00,0.62692315,2.571871685,3.201388075,0.943899696,7888.659101
4662,62,Other,Griffinbury,High,Retail buyer,PhD,Widowed,1,Online,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,45,3,FALSE,FALSE,0.048503952,13,0,748,49.23329685,36652,2021-10-27,2022-04-02,1.249065594,3.340246124,4.281213115,10,20,2021-08-25,8,0.89170289,2.43606023,Negative,Mobile Deposit,Customer Service,High,75.07409703,965.5441821,39226,22.68384208,2022-03-13,Debit,2021-10-27 00:00:00,0.884343577,3.877351837,12.55247042,0.481104592,22175.4533
4663,25,Other,Port Christophermouth,Low,Research scientist (medical),Master,Divorced,2,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,9,8,TRUE,FALSE,0.7979124,4,7,179,438.4865443,78402,2021-04-25,2023-03-07,2.460398468,2.010399817,2.456400181,4,-23,2023-04-25,8,0.62417676,1.808122686,Positive,Budgeting Tools,Fees,Medium,82.78652948,700.698035,80080,29.5391737,2023-07-23,Transfer,2021-04-25 00:00:00,0.240556845,8.121103065,9.615544389,0.253128665,37301.23641
4664,33,M,Hernandezfurt,High,Private music teacher,Master,Widowed,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,1,TRUE,TRUE,0.15797065,6,8,858,100.4621115,85800,2022-06-30,2023-08-05,3.094726159,3.566951669,4.350062371,5,-40,2023-02-23,5,0.589013865,2.138231618,Negative,Investment Analytics,App Issues,Medium,73.81062916,994.9849739,839667,18.95287713,2022-11-03,Transfer,2022-06-30 00:00:00,0.726382414,8.549524458,9.70142875,0.17905509,3635.541776
4665,84,Other,Johnsonview,Low,"Scientist, water quality",Master,Widowed,1,Referral,New,FALSE,TRUE,FALSE,FALSE,TRUE,2,10,5,FALSE,FALSE,0.332662288,13,4,807,690.2787546,556830,2023-03-15,2021-07-11,1.037815293,2.29150535,1.819048574,10,-63,2023-02-09,5,0.870559655,2.336316023,Negative,Investment Analytics,App Issues,Low,49.02253149,831.2950362,376101,4.133681994,2023-10-08,Transfer,2023-03-15 00:00:00,0.358223612,0.676195708,3.20541984,0.19635864,60277.80038
4666,26,F,Lake Travis,Medium,Quantity surveyor,PhD,Widowed,3,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,7,1,FALSE,TRUE,0.086994647,1,9,671,260.4459107,174460,2021-05-27,2022-12-16,1.198467445,3.613634771,2.618671652,9,-2,2022-09-06,15,0.745547292,2.244922124,Positive,Budgeting Tools,Fees,Low,24.66782386,963.2659001,544293,29.87968713,2022-11-26,Credit,2021-05-27 00:00:00,0.542400351,0.70247626,8.358156439,0.472113172,97429.02799
4667,77,F,Marcfort,Low,Financial risk analyst,Bachelor,Single,2,Online,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,67,1,TRUE,FALSE,0.819946348,1,2,200,687.8140483,137400,2023-08-21,2023-08-13,1.956100654,1.677591361,3.672272389,7,-69,2023-02-05,8,0.94331914,1.134633343,Positive,Budgeting Tools,App Issues,Medium,42.12581203,899.3788484,901138,19.30262708,2023-09-26,Credit,2023-08-21 00:00:00,0.359274759,8.516072922,10.12854166,0.381543999,38612.7147
4668,32,Other,Masseyborough,Medium,Interior and spatial designer,Master,Widowed,5,Referral,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,17,6,TRUE,TRUE,0.168343784,0,9,163,183.5168549,29829,2022-01-07,2023-08-18,3.969276155,3.407200534,1.978473258,9,-24,2021-02-18,16,0.99640904,2.178027176,Neutral,,Transaction Delays,Low,16.1189786,954.1247359,273545,29.67791426,2023-03-10,Debit,2022-01-07 00:00:00,0.714985782,3.943467613,12.63790351,0.869841689,4136.920251
4669,58,M,Drewland,High,"Scientist, research (life sciences)",Master,Single,7,Online,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,83,5,TRUE,TRUE,0.398919432,1,4,325,402.2733149,130650,2022-01-29,2023-08-11,4.133368806,3.766567973,2.418805325,1,-60,2022-10-07,12,0.92686676,3.369206768,Negative,Investment Analytics,Fees,Low,62.22306713,708.5284832,13866,15.66736388,2023-06-28,Transfer,2022-01-29 00:00:00,0.693593457,1.779147885,15.6314848,0.916546923,31432.37333
4670,39,Other,Jacksonfurt,Medium,Land,Bachelor,Widowed,1,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,2,5,FALSE,FALSE,0.415477462,1,4,124,926.199941,114824,2022-05-28,2021-08-12,4.206280338,3.858012173,3.04961081,6,42,2023-09-25,2,0.594052145,4.106292551,Positive,Budgeting Tools,Transaction Delays,Low,5.558319415,153.1705607,670379,1.499501791,2022-10-03,Transfer,2022-05-28 00:00:00,0.710823415,3.68641561,9.253392599,0.581860267,15834.10355
4671,41,F,East Leon,Medium,Network engineer,Master,Widowed,2,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,14,2,TRUE,TRUE,0.316426265,12,0,508,390.1617047,198120,2023-02-21,2021-06-25,3.292952308,4.908350829,1.965066205,1,-38,2022-02-11,8,0.722197069,1.024522807,Negative,Investment Analytics,App Issues,Low,16.09866829,909.4331723,545932,27.8407825,2023-05-09,Transfer,2023-02-21 00:00:00,0.199364084,0.71634571,9.61715596,0.739783642,28842.44826
4672,61,M,Hillport,High,Operational investment banker,High School,Single,1,Branch,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,59,9,FALSE,TRUE,0.860125342,4,8,795,122.876558,96990,2021-01-26,2022-01-05,4.342172309,1.105038433,4.042922337,3,-100,2021-02-02,13,0.82534381,1.399656506,Neutral,Mobile Deposit,,Medium,60.49673387,513.2318339,346168,26.59571339,2021-07-16,Debit,2021-01-26 00:00:00,0.33148436,9.250862409,2.076218076,0.656462428,31862.13305
4673,18,Other,South Caroline,High,Herbalist,Bachelor,Divorced,4,Branch,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,71,5,TRUE,FALSE,0.77178178,19,9,410,376.2581587,154160,2021-09-07,2021-08-10,1.548322262,1.309455566,3.91387106,3,70,2022-03-18,2,0.647407225,3.493154656,Neutral,Mobile Deposit,Customer Service,Medium,64.90689688,503.308437,386766,14.6156305,2023-06-17,Transfer,2021-09-07 00:00:00,0.854344069,2.524899395,14.84828023,0.439109712,23610.76597
4674,27,M,Yushire,High,Oceanographer,Bachelor,Widowed,4,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,54,3,FALSE,TRUE,0.743677759,14,1,667,460.0643281,306820,2022-05-25,2023-03-24,4.694766981,3.420577625,4.688399036,2,41,2023-06-11,3,0.919305593,1.313410004,Negative,Mobile Deposit,Customer Service,Medium,46.65289128,552.3589842,675753,10.40609317,2023-10-18,Credit,2022-05-25 00:00:00,0.272284299,1.197178454,5.708937119,0.765639586,73241.71598
4675,73,M,Lake Heidi,Medium,Insurance risk surveyor,Bachelor,Married,2,Referral,Premium,TRUE,FALSE,TRUE,FALSE,FALSE,2,69,7,TRUE,TRUE,0.225117035,19,4,253,463.8860463,117139,2023-02-28,2023-06-07,4.225100571,2.930130345,1.262594347,9,29,2021-10-29,19,0.723302092,1.064881381,Positive,International Transfers,Transaction Delays,High,18.5966557,217.8595829,306480,4.438453126,2023-08-29,Debit,2023-02-28 00:00:00,0.667836312,0.587292353,0.717115279,0.870223277,74200.8055
4676,67,F,Marqueztown,High,Commissioning editor,High School,Married,7,Referral,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,6,TRUE,TRUE,0.189519773,14,0,781,712.1413938,556072,2023-06-27,2022-02-13,3.398226475,3.515697682,4.600073016,4,-93,2023-07-11,13,0.554626917,2.261284893,Negative,Investment Analytics,Transaction Delays,High,28.68087055,216.7538827,712609,27.85970209,2023-12-07,Credit,2023-06-27 00:00:00,0.601227934,0.674152615,13.81352697,0.555599107,17274.15743
4677,29,M,Armstrongstad,Medium,"Therapist, occupational",Bachelor,Divorced,3,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,83,6,FALSE,TRUE,0.246594052,6,6,888,133.4449731,118104,2022-05-22,2023-04-03,3.323821657,3.774729273,1.063342244,5,-90,2021-10-14,17,0.619466614,3.770627114,Neutral,,,Medium,27.35675526,571.9473961,794034,15.66789574,2023-07-07,Credit,2022-05-22 00:00:00,0.643027401,7.445138787,19.56177676,0.211385974,3486.527559
4678,77,Other,Smithchester,Premium,"Presenter, broadcasting",PhD,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,31,5,TRUE,FALSE,0.386162253,12,6,279,466.9481129,130014,2021-03-10,2022-11-05,1.446313839,1.137476254,4.295893108,6,-81,2022-09-11,0,0.797808024,4.410845885,Positive,Investment Analytics,Fees,Low,30.00711872,778.7658453,30522,23.47334716,2022-02-22,Credit,2021-03-10 00:00:00,0.985133912,6.05498853,4.221467324,0.470405426,41399.40699
4679,43,M,Blankenshipland,Medium,"Conservation officer, nature",PhD,Single,4,Online,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,5,4,FALSE,TRUE,0.478756585,15,4,577,261.4116261,150597,2022-02-12,2021-05-13,4.204024077,2.929932739,2.027568881,8,-57,2023-03-23,19,0.84219288,3.124487497,Negative,Investment Analytics,App Issues,Low,6.918766216,110.5523791,530452,18.50982757,2023-12-09,Transfer,2022-02-12 00:00:00,0.593051926,0.526465151,16.03691237,0.406934666,77677.00663
4680,58,M,Scottbury,High,"Engineer, water",PhD,Widowed,3,Branch,New,TRUE,TRUE,TRUE,FALSE,FALSE,3,15,6,TRUE,TRUE,0.250173565,18,9,626,450.0610602,281700,2023-08-02,2022-10-12,2.992986648,2.988169232,3.610896248,10,-42,2022-05-16,18,0.849129958,2.903562954,Positive,Budgeting Tools,Transaction Delays,Medium,1.725203162,741.7828957,524457,3.514039618,2023-11-07,Debit,2023-08-02 00:00:00,0.839920444,6.189654882,18.89030303,0.30134967,49514.16599
4681,53,Other,Michaelview,Low,Housing manager/officer,Bachelor,Widowed,5,Marketing,Regular,TRUE,FALSE,FALSE,TRUE,TRUE,3,65,7,FALSE,FALSE,0.457762068,12,9,220,181.3166774,39820,2021-07-12,2022-12-03,4.285963749,3.484953231,3.677022336,8,-84,2021-10-19,4,0.582058004,3.100959815,Negative,Budgeting Tools,App Issues,Low,1.721307823,191.8500614,109713,1.435398839,2023-11-14,Transfer,2021-07-12 00:00:00,0.668324923,8.373450944,5.418100203,0.616362327,73218.13377
4682,40,F,Moorebury,Medium,Education administrator,Bachelor,Widowed,4,Online,Premium,TRUE,FALSE,TRUE,TRUE,FALSE,3,81,8,FALSE,TRUE,0.184381489,2,1,246,243.1086997,59778,2023-12-04,2023-09-23,2.262353073,2.433718068,2.543921119,8,39,2021-02-03,7,0.882254048,2.788636316,Neutral,,Customer Service,High,21.24872085,420.3243738,788299,11.34571711,2023-12-23,Debit,2023-12-04 00:00:00,0.289627248,0.249599105,14.67156235,0.038654708,67607.06528
4683,60,F,Port Barry,Low,Clinical research associate,Bachelor,Widowed,5,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,89,2,FALSE,TRUE,0.268951267,0,7,591,557.3157986,329187,2022-03-03,2022-03-12,1.203813597,1.27220127,1.827253644,5,-27,2022-04-11,6,0.548368373,4.126069625,Negative,Investment Analytics,App Issues,Medium,22.69734394,79.66806171,81016,0.224676528,2023-10-06,Credit,2022-03-03 00:00:00,0.118532047,1.202726524,0.07981226,0.427705896,30672.85079
4684,23,Other,Diazbury,Medium,Tree surgeon,High School,Married,6,Referral,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,83,4,FALSE,TRUE,0.260742886,4,2,845,308.2664928,260260,2023-08-27,2023-09-03,3.022232918,2.29129754,1.1457005,7,-80,2023-06-19,15,0.977574866,3.475043231,Negative,Investment Analytics,,Medium,40.56162689,619.7049074,657426,6.334828166,2023-12-04,Transfer,2023-08-27 00:00:00,0.347040118,6.180646377,0.44200979,0.575840114,91914.84211
4685,60,Other,Lake Ruthland,Medium,Counsellor,PhD,Married,1,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,15,7,FALSE,FALSE,0.72711914,8,4,69,168.0099447,11592,2023-03-08,2021-08-23,4.525384801,1.87106828,3.317630535,3,94,2022-06-02,10,0.884982178,1.581106204,Positive,Investment Analytics,,Medium,53.57442233,853.7830073,727452,27.51383828,2023-09-19,Debit,2023-03-08 00:00:00,0.005778919,1.864517249,5.926848348,0.87544354,76837.30267
4686,42,F,West Christianview,High,Press photographer,Master,Married,2,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,84,3,TRUE,FALSE,0.458495218,17,5,743,623.4305843,462889,2022-10-02,2022-07-25,1.355167356,4.145322029,3.814854936,10,31,2023-09-24,7,0.850746885,4.75114545,Positive,Budgeting Tools,,Low,95.53658525,466.5451317,28230,17.38930384,2022-12-15,Transfer,2022-10-02 00:00:00,0.726153376,0.748944395,3.383936144,0.306279234,54202.2048
4687,35,M,Hernandezberg,Low,Dance movement psychotherapist,Master,Single,4,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,13,5,FALSE,TRUE,0.615216928,2,5,858,838.1018953,719004,2022-10-24,2023-07-20,2.646481769,4.518750008,2.498662874,3,81,2023-03-29,5,0.608504566,1.752962133,Positive,,Transaction Delays,Medium,20.71847498,860.1001687,113542,20.83124559,2022-11-08,Debit,2022-10-24 00:00:00,0.085409752,7.328810319,14.99435626,0.027565036,6066.510285
4688,79,Other,Ramirezburgh,High,Editorial assistant,Bachelor,Married,4,Referral,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,61,7,FALSE,FALSE,0.669306496,19,7,495,823.1843909,407385,2021-11-21,2021-03-20,4.336334026,1.695062315,1.762668849,5,54,2023-08-14,12,0.570740525,1.691876001,Positive,Investment Analytics,App Issues,Low,74.91230318,703.0745717,771485,23.38332029,2023-05-16,Transfer,2021-11-21 00:00:00,0.742974874,5.321509643,6.885969092,0.612800367,10543.13534
4689,30,M,South Larry,Low,Cabin crew,High School,Married,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,17,9,TRUE,FALSE,0.068514141,1,0,711,835.7612667,593685,2021-03-28,2021-11-15,1.914340602,3.437145224,1.648911177,1,11,2023-08-11,10,0.573244608,2.466382084,Positive,,,Medium,11.13511473,746.1509171,91391,28.40053605,2021-10-12,Credit,2021-03-28 00:00:00,0.705266482,4.051726399,4.061448495,0.174119346,17866.24063
4690,60,Other,East Monicaton,Medium,"Engineer, automotive",Bachelor,Widowed,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,7,6,TRUE,TRUE,0.794838485,4,4,739,27.05774464,19953,2023-12-03,2023-08-21,2.04922736,1.803804031,2.062307334,7,-33,2023-01-31,14,0.615541082,2.49338988,Neutral,Investment Analytics,Customer Service,High,73.53090914,372.4779907,978226,4.599032711,2023-12-23,Debit,2023-12-03 00:00:00,0.418395156,3.197622736,2.572905553,0.690063214,90900.6524
4691,45,F,West Amy,High,"Education officer, museum",Master,Married,4,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,FALSE,1,4,2,FALSE,TRUE,0.283971993,13,6,881,689.2404547,607009,2021-09-08,2021-10-26,3.485458437,4.327931644,4.199714777,6,-22,2022-02-24,0,0.917595622,1.32468841,Neutral,Budgeting Tools,App Issues,Medium,43.49540881,344.5378811,116273,17.27022142,2022-06-12,Credit,2021-09-08 00:00:00,0.998004554,6.179944961,7.712056705,0.501037198,76991.48681
4692,35,M,Jacobsonbury,High,Adult guidance worker,PhD,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,87,9,TRUE,FALSE,0.509752507,0,4,662,998.7994748,660676,2022-06-03,2022-03-14,4.458517525,4.08686657,1.605202269,9,61,2023-08-07,3,0.830071525,1.392725013,Negative,Mobile Deposit,Transaction Delays,Low,65.17664887,141.7587232,733747,11.66494331,2023-10-24,Credit,2022-06-03 00:00:00,0.264923536,3.565215659,11.67748909,0.102519847,78059.0614
4693,76,M,Port Susanland,Medium,Industrial/product designer,Master,Divorced,4,Marketing,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,40,6,FALSE,TRUE,0.338386941,16,7,757,729.2020131,551853,2023-09-13,2022-10-18,3.308134556,3.327491387,2.738031928,5,28,2021-09-25,19,0.984003729,4.889640615,Positive,Investment Analytics,Customer Service,Medium,90.48084982,579.7503779,599936,11.45657657,2023-11-25,Debit,2023-09-13 00:00:00,0.946970551,5.045331077,9.34596893,0.525845749,10600.98249
4694,77,Other,Port Craigburgh,Low,Bonds trader,PhD,Widowed,4,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,92,2,TRUE,FALSE,0.773588579,12,1,969,273.1691842,264537,2022-09-04,2021-03-06,1.407546048,2.269499207,3.606838349,1,-42,2023-05-02,16,0.546355119,1.475983654,Neutral,International Transfers,,High,71.98204927,987.8117082,391567,20.42288227,2023-10-18,Transfer,2022-09-04 00:00:00,0.509233902,1.858460601,13.44031031,0.535063071,30337.32687
4695,80,M,Port Stevenstad,High,Armed forces technical officer,PhD,Married,4,Marketing,Premium,FALSE,FALSE,TRUE,TRUE,FALSE,2,58,1,TRUE,FALSE,0.228256383,11,4,380,568.3637555,215840,2022-02-11,2023-02-18,4.717515181,4.932348598,4.389245227,8,79,2021-04-16,7,0.852894896,4.838455084,Negative,Investment Analytics,App Issues,High,66.98909752,541.0933424,200463,6.092804649,2022-05-10,Debit,2022-02-11 00:00:00,0.790572425,8.950976053,12.94306206,0.526701475,96967.30498
4696,74,Other,East Amanda,Medium,Higher education careers adviser,High School,Divorced,3,Branch,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,8,4,FALSE,FALSE,0.963765151,18,3,1,483.2765281,483,2023-01-09,2021-05-08,3.141316148,3.585690023,3.047964315,6,-56,2022-05-18,6,0.92639303,3.763283913,Negative,Budgeting Tools,,Low,84.42022749,543.3172464,326574,19.02317619,2023-01-10,Debit,2023-01-09 00:00:00,0.392958737,1.025165666,2.179550522,0.721709647,98213.68118
4697,68,F,East Kristin,Medium,"Development worker, community",Master,Divorced,4,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,41,2,FALSE,TRUE,0.400122946,11,2,143,464.43099,66352,2021-04-17,2023-01-11,2.370720178,3.954986466,3.721063701,10,-83,2021-10-26,17,0.740424257,1.87144318,Positive,Investment Analytics,Fees,High,40.4092242,378.5371704,781322,10.89750139,2021-04-28,Transfer,2021-04-17 00:00:00,0.030085048,0.527846952,3.529059616,0.510206255,54362.85208
4698,73,M,Melissaview,High,Veterinary surgeon,Bachelor,Single,1,Branch,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,17,7,TRUE,FALSE,0.711634729,7,1,949,725.4226652,688025,2022-03-23,2023-05-31,4.014105353,4.521838406,3.042276746,1,-28,2021-07-27,2,0.529411881,2.648807007,Positive,Mobile Deposit,App Issues,Medium,42.54523898,250.0691358,270750,3.557662379,2023-03-11,Credit,2022-03-23 00:00:00,0.971820743,4.552443566,5.617528499,0.040232342,94061.71909
4699,44,Other,New Williamton,Medium,Forensic scientist,High School,Widowed,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,45,7,FALSE,TRUE,0.641447769,10,7,94,135.5968648,12690,2021-08-20,2023-08-28,3.764808534,4.294921671,4.029622517,9,10,2022-08-29,15,0.824100383,1.924083731,Neutral,Budgeting Tools,,Medium,48.01077172,973.8747761,825340,25.43744079,2023-03-25,Debit,2021-08-20 00:00:00,0.212293474,8.759312963,5.788005611,0.117254227,70698.25243
4700,49,M,Taylorton,Low,Ship broker,PhD,Divorced,4,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,81,3,TRUE,TRUE,0.742587088,1,3,67,128.1660749,8576,2022-04-29,2022-03-14,2.225519375,4.283567794,4.14216659,5,-51,2023-02-06,11,0.810613421,1.936325822,Positive,Budgeting Tools,Fees,Medium,79.06558848,431.1003828,275561,4.292944699,2022-12-20,Debit,2022-04-29 00:00:00,0.450234468,7.420377207,6.545941088,0.530782229,92788.83027
4701,26,Other,Mooreberg,Premium,"Engineer, water",Master,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,47,1,FALSE,FALSE,0.551069353,4,9,454,511.4029125,231994,2023-06-09,2021-04-21,4.421805007,2.01633432,4.125690576,2,-67,2021-04-19,10,0.971587546,3.591630083,Negative,Mobile Deposit,,Medium,88.28127085,154.7534708,222355,15.1776599,2023-07-14,Debit,2023-06-09 00:00:00,0.949220096,0.56300099,19.24553186,0.134254407,55299.72586
4702,63,Other,Port Chelsea,High,"Clinical scientist, histocompatibility and immunogenetics",Bachelor,Widowed,6,Marketing,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,27,2,TRUE,TRUE,0.38379485,2,9,991,974.2074274,965234,2022-10-27,2022-03-10,1.336483582,2.263713825,3.943404898,1,-47,2022-12-19,5,0.912392929,2.345272975,Neutral,Mobile Deposit,Fees,High,46.43678547,316.2215282,71539,8.333117423,2023-09-30,Debit,2022-10-27 00:00:00,0.507025175,9.018425617,12.77392378,0.587662146,13680.84659
4703,84,Other,Audreyview,Low,Herbalist,High School,Married,6,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,36,8,FALSE,TRUE,0.17959334,14,3,5,70.92236716,350,2021-01-31,2021-02-16,4.516456829,2.570153786,4.23573255,6,81,2023-08-11,4,0.772063687,4.391715721,Neutral,Investment Analytics,,Medium,65.20514901,735.123503,733776,28.60127679,2023-01-21,Debit,2021-01-31 00:00:00,0.868568845,2.110896204,16.86427615,0.592165267,84307.77125
4704,43,F,Sanchezburgh,Medium,"Radiographer, diagnostic",Bachelor,Widowed,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,73,4,FALSE,FALSE,0.519442709,13,3,708,376.8347687,266208,2021-12-09,2023-05-17,1.403346274,4.667066298,4.203153117,3,-49,2023-03-03,9,0.556655194,3.107422572,Positive,International Transfers,Fees,High,76.10833342,959.0576649,581600,18.40792777,2023-04-27,Debit,2021-12-09 00:00:00,0.330364763,5.113065881,10.65440485,0.386794418,84064.40653
4705,25,M,Lake Johnton,Low,Sales promotion account executive,Master,Single,1,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,19,3,TRUE,FALSE,0.060857226,7,8,696,513.753194,357048,2022-07-20,2022-07-07,1.144351321,1.228937983,4.454609697,1,57,2023-06-07,0,0.52773838,2.046407613,Neutral,Budgeting Tools,Transaction Delays,Low,48.19620059,248.7733213,667138,19.11182473,2022-11-29,Credit,2022-07-20 00:00:00,0.831848211,2.880134913,18.30280294,0.928945069,7390.339663
4706,23,F,South Derekport,High,Tax inspector,Bachelor,Single,3,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,37,7,FALSE,TRUE,0.058824431,5,6,281,11.24193957,3091,2021-09-03,2022-06-01,4.45926934,2.036650477,2.868211762,6,31,2021-06-09,14,0.95135435,1.138207635,Negative,Budgeting Tools,Customer Service,Low,44.78122158,478.6315477,888005,16.28660009,2023-10-21,Debit,2021-09-03 00:00:00,0.94852651,1.890651364,3.796910705,0.208696724,44459.44809
4707,41,Other,Ricefort,High,Clinical research associate,High School,Single,7,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,40,4,TRUE,TRUE,0.613391893,8,9,331,301.730482,99631,2023-03-22,2021-12-27,1.263628589,2.771508905,4.551199504,6,-48,2022-08-26,10,0.737161052,3.372489768,Negative,International Transfers,Customer Service,High,66.02169834,315.4261692,290397,26.8927092,2023-05-28,Transfer,2023-03-22 00:00:00,0.533843889,6.255664209,7.409094557,0.004012101,82393.32747
4708,65,Other,Piercefurt,Low,Chemical engineer,Bachelor,Divorced,7,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,86,2,FALSE,FALSE,0.480489442,18,2,62,119.7327498,7378,2022-05-13,2021-06-21,4.965972122,3.860455255,1.298722064,4,51,2022-12-28,0,0.820927994,4.749444676,Positive,Investment Analytics,Transaction Delays,High,4.406560352,335.9254241,75510,9.082075317,2023-11-28,Credit,2022-05-13 00:00:00,0.890797984,6.656618357,3.401668868,0.736369885,56414.22603
4709,62,F,Haydenhaven,Low,Public affairs consultant,Master,Married,1,Branch,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,61,3,TRUE,FALSE,0.506104814,2,4,939,708.4875488,664812,2021-01-19,2021-10-18,1.329823558,1.648665467,2.429101405,6,-51,2023-11-16,13,0.858107467,3.024591354,Neutral,International Transfers,,Medium,77.50815386,99.24877999,493247,17.0467041,2023-08-10,Transfer,2021-01-19 00:00:00,0.357856144,5.393897564,11.96010624,0.103686146,27548.14643
4710,30,F,Kristinshire,Low,Volunteer coordinator,High School,Single,3,Branch,Premium,TRUE,FALSE,FALSE,FALSE,TRUE,2,19,4,FALSE,TRUE,0.318693941,12,3,142,444.6404103,63048,2021-03-28,2021-05-22,4.314656074,3.029953109,4.695516603,1,72,2023-09-05,10,0.77768058,3.167138629,Positive,Mobile Deposit,Customer Service,High,18.09973037,600.1742152,626976,6.742012698,2021-05-17,Transfer,2021-03-28 00:00:00,0.864755971,1.430479261,1.11945014,0.710641623,46044.00601
4711,42,M,Waltonhaven,Medium,Product manager,PhD,Widowed,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,22,1,FALSE,TRUE,0.790565738,9,0,601,626.4230334,376226,2023-09-01,2022-07-15,4.856193622,2.340352449,2.657810235,5,-40,2021-03-24,6,0.930765473,2.078860324,Positive,,App Issues,Medium,32.74593586,282.821451,588083,5.874982266,2023-11-30,Debit,2023-09-01 00:00:00,0.270173183,5.359134878,8.933964368,0.114457514,82699.08864
4712,37,Other,Jacksonfort,High,"Designer, exhibition/display",High School,Single,5,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,49,8,TRUE,FALSE,0.201184896,3,3,369,606.3940226,223614,2021-11-14,2023-04-10,3.291271228,1.865283308,4.455716126,5,-11,2023-09-09,3,0.529989203,3.626005383,Negative,Investment Analytics,Transaction Delays,Low,21.75018346,226.9527108,93455,14.4435571,2022-06-08,Transfer,2021-11-14 00:00:00,0.328202227,5.366157776,6.09669492,0.05079455,10099.53917
4713,83,F,Port Benjamin,Low,Optometrist,Master,Divorced,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,4,8,TRUE,FALSE,0.586129326,0,6,377,364.182088,137228,2023-01-31,2021-06-17,1.676886218,1.246251934,3.214971542,6,34,2021-05-19,13,0.882188069,3.030328,Negative,Budgeting Tools,Customer Service,Medium,32.03437016,141.3820369,545656,8.220721386,2023-04-21,Debit,2023-01-31 00:00:00,0.240074186,4.296714725,17.23580883,0.081816542,63937.21566
4714,62,Other,New Virginiaport,Medium,Theatre stage manager,Bachelor,Single,6,Online,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,59,5,FALSE,FALSE,0.860478109,7,4,436,45.07399978,19620,2021-07-03,2022-09-03,1.64702237,4.288185839,2.030810502,5,-56,2022-12-23,7,0.881168348,3.857006593,Positive,,Fees,High,90.08890144,445.597177,982917,22.45106903,2021-11-29,Credit,2021-07-03 00:00:00,0.616802691,9.961855441,5.504041279,0.693745191,91466.90883
4715,64,Other,New Rebeccafurt,Medium,Travel agency manager,PhD,Married,6,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,6,TRUE,TRUE,0.834071183,7,5,539,275.0342937,148225,2022-05-25,2023-07-14,4.04103892,3.738309272,1.390743249,1,-16,2022-11-10,7,0.616000616,1.48309113,Negative,Investment Analytics,,Low,98.42274105,411.2207706,549433,1.275401728,2022-06-25,Transfer,2022-05-25 00:00:00,0.718127878,8.75063452,16.0927409,0.859600147,57788.46727
4716,80,M,Evanstown,Medium,"Therapist, music",PhD,Single,5,Online,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,72,4,FALSE,TRUE,0.028628009,13,5,733,486.3446044,356238,2021-11-19,2023-05-10,1.269271773,2.123703484,3.788265177,3,-67,2022-02-01,17,0.560272571,1.922428238,Neutral,,Customer Service,Low,4.189263829,760.7082379,661019,3.498185572,2022-01-05,Debit,2021-11-19 00:00:00,0.563433704,8.24654344,1.980980746,0.850540451,52881.10554
4717,72,M,Tonytown,Medium,Video editor,Bachelor,Married,5,Online,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,42,3,TRUE,TRUE,0.278986181,13,6,52,210.6566126,10920,2023-10-21,2023-12-11,3.743628891,2.55671285,1.895508386,10,37,2022-09-28,9,0.819190746,4.298905541,Neutral,International Transfers,,High,13.8857075,424.5599592,244879,18.59476712,2023-12-19,Debit,2023-10-21 00:00:00,0.034805952,3.881292483,13.41462424,0.795851239,98898.32038
4718,36,M,South Kimberly,Medium,Health physicist,Master,Married,7,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,35,3,FALSE,TRUE,0.714733125,11,0,768,938.3075195,720384,2021-07-07,2022-03-15,2.152742899,3.19237065,3.307157012,7,38,2023-11-04,3,0.666250075,4.867468018,Positive,Investment Analytics,App Issues,Medium,41.24447555,945.2251914,82681,2.265743725,2023-11-19,Transfer,2021-07-07 00:00:00,0.913430166,6.598995382,4.031642304,0.582932714,31725.61823
4719,52,F,South Michelle,High,Teaching laboratory technician,High School,Widowed,7,Referral,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,2,4,TRUE,TRUE,0.7407449,1,5,233,419.481162,97627,2022-11-25,2022-06-16,4.706583334,2.284931172,2.571112188,5,72,2021-12-06,6,0.50764799,4.272591003,Positive,Investment Analytics,Customer Service,Low,4.363032022,455.7140286,62247,9.546286781,2023-04-10,Credit,2022-11-25 00:00:00,0.891980866,9.109136807,18.36411313,0.164311117,78788.1439
4720,70,Other,Lake Laura,Premium,Secretary/administrator,Master,Married,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,60,6,FALSE,TRUE,0.482745263,6,8,1,358.6748513,358,2021-05-03,2022-01-12,3.215594679,1.749337602,3.680495238,7,-52,2021-01-23,15,0.719659391,2.784719979,Positive,Mobile Deposit,Customer Service,Low,46.88382681,518.106289,781130,18.78360723,2022-11-26,Transfer,2021-05-03 00:00:00,0.417538459,7.182935454,9.503306642,0.305421597,2263.337811
4721,43,F,Sancheztown,Premium,Chief Operating Officer,PhD,Divorced,3,Branch,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,53,2,TRUE,FALSE,0.202478088,3,9,814,116.4758096,94424,2021-05-03,2021-04-21,1.889424069,1.842641326,3.487549067,6,67,2021-07-27,6,0.819268639,1.288975299,Neutral,Mobile Deposit,App Issues,High,32.11482076,920.4054133,186290,6.49988649,2022-04-15,Credit,2021-05-03 00:00:00,0.522802099,3.800279331,4.35507906,0.814237061,39015.25421
4722,31,F,South Johnny,Medium,"Designer, multimedia",High School,Divorced,6,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,6,FALSE,FALSE,0.279000458,9,4,389,283.3817191,110087,2022-12-30,2021-07-09,4.386528735,4.402672199,3.43167148,2,78,2021-10-26,12,0.958824977,4.500662744,Negative,,Fees,High,52.00889607,121.8993307,110050,23.34392449,2023-11-10,Credit,2022-12-30 00:00:00,0.242198168,4.823545786,2.941963219,0.995959055,9023.85048
4723,62,M,Owensmouth,High,"Scientist, audiological",High School,Married,1,Online,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,44,8,TRUE,TRUE,0.80095739,10,6,830,582.7385461,483060,2021-11-12,2023-05-28,4.932974008,2.938663372,3.062894789,2,-30,2022-07-07,2,0.716403099,4.233698365,Positive,Budgeting Tools,Transaction Delays,Medium,15.21636868,384.7498098,225933,28.79892659,2023-04-01,Credit,2021-11-12 00:00:00,0.466930585,9.685640966,7.674482696,0.955924062,29567.32491
4724,61,Other,Nicolemouth,Premium,"Engineer, civil (contracting)",Bachelor,Married,3,Marketing,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,98,9,TRUE,TRUE,0.192160252,9,2,824,821.4325367,676504,2021-08-08,2022-12-02,3.97748992,2.886002269,3.755758272,3,-2,2021-05-03,17,0.572052812,4.841616332,Positive,International Transfers,Customer Service,Medium,43.36506866,190.8863762,182657,28.09146768,2023-08-30,Debit,2021-08-08 00:00:00,0.688992581,0.737684386,8.87920737,0.748767823,70554.73589
4725,82,Other,South Susan,Low,Clinical psychologist,Master,Single,6,Online,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,99,4,TRUE,FALSE,0.942313097,17,3,192,775.6932733,148800,2021-09-15,2022-09-01,3.791543875,2.550410791,3.855688083,1,18,2021-02-20,8,0.715284075,2.638115566,Negative,,Fees,Medium,75.78149668,541.7451654,84536,2.619326142,2022-01-24,Credit,2021-09-15 00:00:00,0.591230954,2.055709058,18.55225043,0.963688387,27164.85571
4726,68,M,East Penny,Low,Stage manager,High School,Single,5,Branch,Regular,TRUE,TRUE,FALSE,TRUE,TRUE,4,28,5,FALSE,FALSE,0.500868461,3,3,789,688.2456707,542832,2023-09-27,2021-12-03,4.427849128,3.890783952,1.842590995,10,55,2023-11-10,18,0.882107551,3.762715108,Neutral,Investment Analytics,Fees,Low,38.63085945,828.0309919,374225,21.59323609,2023-10-29,Credit,2023-09-27 00:00:00,0.908808902,8.999804834,12.77435152,0.86118768,292.180485
4727,60,Other,West Nathanielstad,Low,Advertising account planner,Bachelor,Widowed,5,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,96,8,TRUE,FALSE,0.283420421,18,5,616,933.1564494,574728,2022-04-22,2022-02-11,1.080876681,4.318582493,3.384230203,2,89,2022-03-24,3,0.548455217,1.634928447,Neutral,International Transfers,Customer Service,Low,87.01160118,892.330108,368370,22.71674423,2022-11-03,Transfer,2022-04-22 00:00:00,0.008022217,0.910789091,19.66907542,0.799566521,61517.0583
4728,40,M,Blankenshipchester,Medium,Barista,Master,Single,5,Branch,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,25,2,TRUE,TRUE,0.38961473,6,2,101,250.5945259,25250,2022-10-11,2022-12-17,4.555710571,3.882261464,1.05282123,2,42,2023-12-04,7,0.592822826,4.669918898,Positive,Budgeting Tools,,High,18.49292807,48.54470246,854736,5.302606224,2023-07-22,Transfer,2022-10-11 00:00:00,0.9778966,6.058732412,3.31589015,0.742281034,13124.39989
4729,73,F,New Kellyhaven,High,English as a foreign language teacher,PhD,Divorced,6,Branch,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,7,2,TRUE,TRUE,0.256512561,0,2,226,242.4000103,54692,2022-12-13,2023-05-09,1.999110197,2.938578631,3.066258379,3,-63,2023-01-31,16,0.637053366,3.79786079,Positive,International Transfers,App Issues,High,38.6240055,381.7108294,964966,2.821169882,2023-08-07,Debit,2022-12-13 00:00:00,0.583055377,6.135632897,12.22229104,0.887682894,61895.11284
4730,36,F,Williamsfort,Medium,Podiatrist,PhD,Single,7,Online,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,72,9,FALSE,TRUE,0.384334952,13,9,380,56.18318161,21280,2023-06-18,2023-09-14,3.361969639,1.802026002,4.176247831,7,4,2021-02-19,14,0.728215333,3.888164587,Positive,Mobile Deposit,,High,6.765410381,381.1862066,87932,3.111813344,2023-07-19,Debit,2023-06-18 00:00:00,0.355802015,1.326057509,10.11041994,0.905689879,2740.959802
4731,72,M,West Markport,Medium,"Pharmacist, hospital",Master,Widowed,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,21,6,FALSE,FALSE,0.130796266,12,4,834,706.6235242,588804,2022-01-31,2023-09-01,2.788964931,3.167319634,1.241649335,10,-52,2023-07-08,2,0.958443767,3.694429556,Neutral,Budgeting Tools,Customer Service,Medium,7.726684508,735.1947434,855881,14.90662013,2022-06-28,Transfer,2022-01-31 00:00:00,0.071632332,2.096818494,16.69069811,0.89086345,89201.22675
4732,77,F,North Victoria,Medium,Outdoor activities/education manager,High School,Widowed,2,Online,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,68,9,TRUE,FALSE,0.823161868,5,1,504,803.1038388,404712,2021-02-13,2021-11-26,2.73377114,3.905320883,2.290987482,1,28,2023-04-07,5,0.882459982,3.881384845,Negative,,Fees,Low,56.52271394,830.3701567,500473,26.20457432,2023-01-30,Debit,2021-02-13 00:00:00,0.967675577,1.908448225,2.180739675,0.609890723,5495.104057
4733,76,F,Lake Jennifer,Low,Advertising art director,High School,Married,5,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,43,7,FALSE,FALSE,0.96365659,18,0,429,267.0733236,114543,2023-02-13,2023-06-14,2.801477335,2.653067873,1.145482585,4,-51,2022-11-16,1,0.811894444,1.607320266,Positive,Investment Analytics,Transaction Delays,Low,75.94701033,342.6321022,231679,9.9654717,2023-03-30,Debit,2023-02-13 00:00:00,0.850073792,8.273378796,10.62803616,0.306393751,89162.32085
4734,50,M,Brianhaven,Medium,Dispensing optician,PhD,Widowed,6,Referral,VIP,TRUE,TRUE,FALSE,TRUE,TRUE,4,40,5,TRUE,TRUE,0.659139642,8,1,371,792.7874001,293832,2023-01-04,2022-12-28,3.735114125,4.963330972,3.262532642,1,41,2023-08-01,16,0.903722685,3.706232045,Positive,Mobile Deposit,,High,92.49602559,475.3910548,12374,4.9861957,2023-06-04,Transfer,2023-01-04 00:00:00,0.516324145,6.636891632,2.898495077,0.447273341,96053.83182
4735,36,F,Lake Adriana,Low,"Accountant, chartered",PhD,Married,7,Marketing,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,35,9,TRUE,FALSE,0.80858089,2,8,956,711.8869564,679716,2021-10-03,2023-03-08,3.704044106,4.740318956,4.704740728,5,10,2022-12-12,13,0.941465627,2.572187754,Neutral,International Transfers,Customer Service,Medium,36.27368621,94.79864516,529413,18.08574606,2022-09-10,Transfer,2021-10-03 00:00:00,0.750889877,5.892027196,2.735238959,0.691426526,46612.92051
4736,45,Other,South Richardmouth,Low,Biomedical engineer,High School,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,95,9,FALSE,TRUE,0.228079401,16,2,18,545.5752796,9810,2022-05-29,2021-01-21,2.503556685,4.730728318,2.296873341,6,15,2022-10-31,12,0.731228997,2.340568979,Negative,Budgeting Tools,App Issues,Low,74.4383147,94.96103543,222354,11.28141527,2022-12-05,Debit,2022-05-29 00:00:00,0.909082184,9.892455893,19.13859008,0.785158688,40287.93925
4737,69,F,Christyport,High,"Accountant, chartered public finance",Master,Divorced,5,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,29,2,TRUE,TRUE,0.062753828,18,2,527,557.9369202,293539,2021-03-22,2022-02-11,4.971407375,3.374289849,2.461913036,8,40,2022-08-07,13,0.871075617,2.037562018,Negative,Budgeting Tools,Customer Service,Medium,4.985595307,730.5680694,142639,29.46789701,2023-09-30,Debit,2021-03-22 00:00:00,0.549195766,7.092221703,3.776402068,0.446534338,55952.9531
4738,66,M,Brenthaven,High,Magazine features editor,PhD,Single,7,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,48,8,TRUE,TRUE,0.627112137,15,0,686,708.0453631,485688,2023-09-21,2021-06-09,4.865256783,3.211105763,1.852630988,1,-79,2023-01-24,7,0.962434336,4.457720464,Negative,Mobile Deposit,,Medium,21.38776696,828.5930287,336796,15.84495534,2023-12-21,Debit,2023-09-21 00:00:00,0.440747978,9.442316068,4.75959135,0.736598586,4316.350827
4739,54,Other,South Katherinechester,High,"Engineer, chemical",High School,Widowed,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,16,8,TRUE,FALSE,0.817578963,3,1,510,998.174539,508980,2023-06-16,2021-10-24,1.628887519,3.135327631,3.945642244,2,-44,2021-04-15,9,0.76600207,3.955199558,Negative,International Transfers,,Medium,45.80689791,283.9074965,529509,0.46390062,2023-06-27,Debit,2023-06-16 00:00:00,0.067876313,4.44188874,14.49406266,0.658198632,96696.57542
4740,43,Other,Lake Kimberlyshire,High,"Designer, television/film set",Master,Divorced,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,2,FALSE,TRUE,0.834342803,15,5,33,325.9075625,10725,2022-08-27,2022-10-26,3.751343547,2.877209517,3.024539405,9,-16,2023-11-25,0,0.881649825,2.186850247,Positive,,App Issues,Medium,79.78252807,563.0468402,713271,22.86225019,2023-02-12,Credit,2022-08-27 00:00:00,0.744555982,8.104849662,3.146041949,0.647405372,22872.09238
4741,57,F,East Sarahfurt,High,"Solicitor, Scotland",Bachelor,Married,2,Referral,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,72,7,FALSE,TRUE,0.532763495,18,1,244,81.96007748,19764,2023-10-01,2022-10-11,3.047198448,1.644241868,2.10591349,9,-60,2021-09-10,1,0.991148785,1.436832802,Neutral,International Transfers,Transaction Delays,Low,33.82425442,538.0214051,394239,28.08634411,2023-12-26,Credit,2023-10-01 00:00:00,0.655233174,2.806092086,17.9039958,0.332024464,65604.76713
4742,55,Other,Donnamouth,High,Legal secretary,Master,Widowed,6,Referral,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,3,1,TRUE,TRUE,0.622100721,11,9,267,702.5531473,187434,2022-01-24,2021-01-30,2.083538486,4.507156289,1.170751342,6,64,2023-06-17,3,0.736234524,2.701632901,Neutral,Investment Analytics,Fees,Medium,92.52437333,884.8595609,918939,22.50482416,2023-07-02,Debit,2022-01-24 00:00:00,0.691961482,2.807459522,2.55940987,0.528537822,39189.59676
4743,71,M,Douglasborough,High,"Engineer, biomedical",High School,Widowed,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,75,5,TRUE,TRUE,0.368251493,6,9,947,38.5605076,35986,2022-01-18,2021-11-05,4.233152129,4.270719343,4.410655315,6,-19,2023-09-26,15,0.836037021,3.463786598,Negative,Investment Analytics,App Issues,High,69.82165819,79.30800824,966972,8.375272799,2023-11-06,Credit,2022-01-18 00:00:00,0.596445617,8.232750842,6.01855664,0.475427629,85740.30465
4744,39,Other,New Patrickfurt,High,Sport and exercise psychologist,Master,Married,4,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,34,5,FALSE,FALSE,0.830668959,19,7,733,895.9007466,656035,2022-12-14,2023-07-29,1.898147349,3.971256693,3.766309854,5,4,2023-06-07,10,0.723316265,1.04022778,Positive,International Transfers,Transaction Delays,High,50.28439321,633.3625633,493149,25.96694859,2022-12-25,Debit,2022-12-14 00:00:00,0.379816786,8.643679566,5.357274124,0.763985432,70301.93275
4745,33,F,North Bradley,Medium,Occupational hygienist,High School,Widowed,6,Marketing,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,83,5,FALSE,TRUE,0.697605587,8,5,541,972.9785021,525852,2022-10-25,2021-10-30,3.681259015,3.759635435,4.907493403,6,100,2023-11-19,14,0.857836567,3.084070833,Positive,Investment Analytics,,Low,57.73406002,329.2704033,644376,17.59241261,2023-10-21,Credit,2022-10-25 00:00:00,0.851109147,3.846660856,0.880869171,0.876669709,96330.07608
4746,45,F,East Jamesshire,Medium,Energy engineer,PhD,Widowed,3,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,16,2,FALSE,TRUE,0.185871075,1,1,520,729.1789496,379080,2023-08-18,2023-10-20,3.943828096,2.865943519,3.246441702,3,-96,2021-03-16,0,0.693993544,1.414343135,Neutral,Budgeting Tools,Customer Service,Medium,57.60434142,769.1760288,819869,15.46307624,2023-09-24,Transfer,2023-08-18 00:00:00,0.698089081,1.314619144,8.31764385,0.503112954,67008.24904
4747,52,Other,South Lauren,High,Chief Operating Officer,Bachelor,Divorced,2,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,85,3,FALSE,TRUE,0.279438425,7,9,961,349.6216844,335389,2022-07-18,2022-10-11,2.610725238,4.982234645,4.835857624,3,-70,2023-11-03,19,0.563799344,4.274416719,Negative,International Transfers,Customer Service,Low,62.43146834,157.9744864,904991,5.675572966,2023-12-28,Credit,2022-07-18 00:00:00,0.388206619,3.337810766,10.4397663,0.531795472,24638.34217
4748,77,M,South Amy,Medium,"Accountant, chartered certified",PhD,Married,7,Online,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,6,6,TRUE,FALSE,0.151856091,9,5,542,233.4640331,126286,2021-11-25,2021-08-21,1.151292866,2.763231065,3.785689088,8,-36,2021-05-18,9,0.944080342,3.683941605,Neutral,Mobile Deposit,Transaction Delays,Medium,77.88942328,694.0522815,344107,12.83692114,2023-01-08,Debit,2021-11-25 00:00:00,0.793265711,1.843532641,17.69643796,0.510059966,11201.95023
4749,62,M,Veronicaborough,Medium,IT technical support officer,PhD,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,61,1,FALSE,FALSE,0.505723861,0,1,875,119.1285581,104125,2021-05-22,2023-04-13,2.279921622,2.050591702,2.722116061,1,-15,2021-11-11,12,0.855608451,2.520147952,Neutral,Budgeting Tools,App Issues,High,76.89278964,877.6606876,332246,20.82548846,2021-06-07,Credit,2021-05-22 00:00:00,0.98233519,6.170860406,7.502300514,0.79715855,98953.6292
4750,63,F,North Frankton,Medium,Armed forces training and education officer,High School,Married,3,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,57,6,TRUE,TRUE,0.202238711,17,0,821,15.89028973,12315,2023-12-24,2022-06-23,4.236317632,2.334261795,1.935471359,4,-44,2023-02-13,15,0.997477097,1.892624322,Negative,,Transaction Delays,Low,46.63153067,833.997857,735372,24.82524633,2023-12-30,Debit,2023-12-24 00:00:00,0.409041785,2.663887604,3.993575289,0.333270838,68251.5571
4751,72,F,Jessicaland,Medium,"Journalist, newspaper",High School,Single,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,43,6,TRUE,FALSE,0.158768025,7,4,586,436.1374617,255496,2021-11-14,2023-12-03,3.691843996,3.860753789,1.238182846,2,42,2022-11-08,14,0.863396681,2.533339788,Negative,Budgeting Tools,App Issues,Low,46.87533683,952.7391621,73066,26.50212039,2021-12-28,Debit,2021-11-14 00:00:00,0.995152398,7.213313587,11.79524116,0.448255488,32134.42916
4752,43,M,South Rose,Premium,Editorial assistant,High School,Widowed,4,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,57,7,TRUE,TRUE,0.160433539,12,4,774,650.6413269,503100,2023-07-10,2021-01-08,2.940412525,2.204500201,1.020591694,7,-11,2023-06-20,4,0.922530384,4.579434949,Neutral,,Customer Service,High,54.79788519,134.8133956,110239,16.54210958,2023-09-21,Credit,2023-07-10 00:00:00,0.686255323,0.406083158,17.40089072,0.575138201,82139.53954
4753,42,Other,Lake Trevor,Medium,Geophysicist/field seismologist,High School,Widowed,6,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,52,9,FALSE,FALSE,0.265871502,6,7,813,382.5956233,310566,2022-08-29,2023-07-12,3.847161327,3.674523835,4.323832693,10,-72,2022-07-02,16,0.978369867,1.270084182,Negative,,,Low,19.45266624,633.6651253,990158,26.19801034,2023-06-07,Debit,2022-08-29 00:00:00,0.383228477,4.437668813,19.37376416,0.977117633,66674.65798
4754,82,Other,Lake Stevemouth,Medium,Financial risk analyst,PhD,Divorced,6,Marketing,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,71,9,FALSE,FALSE,0.809029238,13,3,575,443.8141881,254725,2022-06-24,2021-09-15,1.863947906,3.842985586,3.49313133,5,81,2021-10-22,18,0.529624089,4.675536163,Negative,,,High,61.13242794,78.99217118,579022,28.81308441,2022-07-23,Transfer,2022-06-24 00:00:00,0.685125621,0.902421018,10.22058194,0.73196716,48481.9846
4755,23,Other,Melissaview,Low,Senior tax professional/tax inspector,High School,Widowed,2,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,8,4,FALSE,FALSE,0.938291295,6,1,129,688.3754895,88752,2023-01-22,2023-07-10,4.70356021,4.619526903,1.747056316,5,68,2021-10-19,12,0.92844616,1.299308032,Negative,,Transaction Delays,Medium,82.15451285,535.0935967,191006,21.13517722,2023-04-20,Transfer,2023-01-22 00:00:00,0.344508939,7.766964735,19.08192763,0.821550174,66649.7091
4756,40,Other,Crystalmouth,High,Farm manager,High School,Widowed,5,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,5,2,FALSE,TRUE,0.99585866,16,6,521,414.9432108,215694,2023-07-19,2021-07-19,4.35748271,2.839002407,3.743322762,4,-67,2022-02-07,1,0.555412878,1.146858399,Positive,Budgeting Tools,Customer Service,Medium,37.3144029,472.2695643,472665,26.02367789,2023-09-03,Credit,2023-07-19 00:00:00,0.496826884,3.681607843,8.516855533,0.355567538,64928.26784
4757,81,M,Lake Evelyn,Medium,Statistician,PhD,Divorced,3,Online,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,18,5,FALSE,FALSE,0.040281023,17,2,818,775.6813423,633950,2021-01-02,2021-03-16,1.12938062,2.958564847,4.668423691,6,-66,2021-07-10,7,0.939328109,1.797820406,Negative,,,Medium,39.82991836,194.5038485,472597,28.49396507,2022-06-22,Credit,2021-01-02 00:00:00,0.937585929,8.083296088,0.823957856,0.61749492,95892.61483
4758,60,F,Lindabury,High,Accommodation manager,Bachelor,Divorced,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,85,1,TRUE,FALSE,0.568906377,1,2,692,645.9191545,446340,2023-11-03,2022-03-24,3.678637547,1.275814261,1.225867075,10,82,2023-02-26,0,0.886589945,1.585057871,Neutral,Investment Analytics,Customer Service,Medium,60.62687664,76.23469341,591697,10.61278813,2023-11-03,Debit,2023-11-03 00:00:00,0.385785806,6.933809333,11.21626623,0.354985539,74684.33272
4759,40,F,Port Andrew,High,Marine scientist,Bachelor,Married,4,Referral,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,19,5,FALSE,TRUE,0.266444042,2,7,311,674.6851988,209614,2023-02-16,2022-01-20,2.109646701,1.702125383,4.216755818,6,-68,2022-07-19,1,0.732963896,4.727597497,Neutral,Budgeting Tools,,High,43.11540208,883.3284838,735277,24.5730574,2023-09-18,Credit,2023-02-16 00:00:00,0.855320619,8.644887383,17.36321829,0.278823888,70907.67455
4760,47,Other,Nelsonhaven,Medium,Surgeon,Master,Single,7,Online,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,63,3,TRUE,TRUE,0.988908821,18,2,491,623.1177797,305893,2022-01-15,2023-05-11,2.982881755,2.009956505,4.341749922,6,-59,2023-03-19,8,0.90653836,1.978336603,Positive,Budgeting Tools,App Issues,High,18.99419187,599.2896074,735324,18.42974793,2023-01-17,Debit,2022-01-15 00:00:00,0.055399393,9.288705318,0.226338269,0.257827026,69285.92339
4761,35,M,Victorfurt,Low,"Designer, television/film set",PhD,Divorced,5,Marketing,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,83,7,TRUE,FALSE,0.984328469,2,1,377,128.519691,48256,2021-02-08,2021-12-07,1.788590139,4.728514375,3.607821629,10,-14,2022-03-28,11,0.70096191,4.29962095,Neutral,Investment Analytics,Fees,Low,11.82621544,469.6082623,579004,23.18365552,2022-10-16,Credit,2021-02-08 00:00:00,0.266408479,0.904473441,19.21162686,0.712438942,2907.509056
4762,38,M,New Kevinview,Low,Pensions consultant,High School,Married,7,Branch,VIP,FALSE,FALSE,TRUE,FALSE,TRUE,2,90,7,FALSE,FALSE,0.934106523,11,9,784,687.2384291,538608,2023-01-16,2023-02-13,3.935711077,3.563602152,4.745037596,8,35,2021-03-27,8,0.86425597,2.281467306,Neutral,Investment Analytics,Transaction Delays,Medium,60.50157249,429.1005169,914648,3.368204721,2023-09-17,Transfer,2023-01-16 00:00:00,0.387140647,0.813745839,19.80920165,0.348521889,6868.429267
4763,74,Other,Port Earlbury,High,Warden/ranger,Master,Divorced,2,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,26,3,FALSE,FALSE,0.014224134,3,8,3,596.3100007,1788,2022-05-05,2022-03-19,1.17954502,4.608849166,4.86539295,2,1,2021-04-01,0,0.599079422,1.592483439,Negative,International Transfers,Customer Service,Low,40.97560461,644.0996107,175619,27.25235663,2023-01-29,Transfer,2022-05-05 00:00:00,0.731129953,6.851350845,6.666501057,0.664917055,33788.33186
4764,40,Other,East Steven,High,Dramatherapist,Bachelor,Married,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,6,5,TRUE,FALSE,0.154521374,3,7,938,578.5225838,542164,2022-10-19,2022-12-14,3.214226,2.248927733,4.091654844,4,-18,2022-09-13,7,0.535581111,2.683490409,Neutral,Budgeting Tools,Transaction Delays,Medium,78.97032805,338.2821856,652211,21.61214129,2023-06-06,Debit,2022-10-19 00:00:00,0.902311158,1.285988668,3.445362222,0.16215652,15819.66864
4765,62,Other,North Heidi,Medium,Systems analyst,Bachelor,Single,4,Online,Regular,FALSE,FALSE,FALSE,TRUE,FALSE,1,23,9,FALSE,FALSE,0.552450574,8,1,514,602.3953622,309428,2021-05-10,2022-03-06,1.440404997,2.318986558,1.672993402,2,21,2021-01-25,6,0.832793269,1.391303027,Neutral,Budgeting Tools,App Issues,Medium,72.92396275,728.7661567,839525,7.536458504,2023-08-11,Transfer,2021-05-10 00:00:00,0.502365136,7.851613308,18.37794172,0.014378424,74069.18394
4766,61,F,Robertfurt,Low,Veterinary surgeon,PhD,Married,3,Branch,Regular,TRUE,TRUE,TRUE,FALSE,FALSE,3,7,4,TRUE,TRUE,0.187288328,2,7,444,987.2035951,438228,2023-03-05,2022-01-27,2.229405161,2.994736666,1.331807213,9,26,2021-09-30,19,0.706684334,3.412526324,Negative,Budgeting Tools,Transaction Delays,Medium,90.97562259,198.8979525,350385,20.36372042,2023-09-25,Transfer,2023-03-05 00:00:00,0.849578968,8.373399676,13.80583308,0.555143433,15317.6158
4767,64,Other,Knightport,Low,Biomedical engineer,High School,Married,6,Branch,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,66,2,TRUE,FALSE,0.854851742,2,4,456,441.6989214,201096,2022-01-24,2021-01-30,1.773340494,3.638503434,2.69279281,6,57,2022-02-03,9,0.610336021,1.641234628,Positive,Budgeting Tools,App Issues,Medium,54.78471005,220.2692488,512358,19.75184437,2023-10-07,Debit,2022-01-24 00:00:00,0.590070856,8.857191036,18.55346864,0.530717303,84693.21289
4768,57,F,East Franciscofort,High,Best boy,High School,Widowed,4,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,10,3,FALSE,TRUE,0.699737617,19,9,606,115.0086902,69690,2023-12-10,2023-01-29,2.734889978,1.588409833,2.60524625,10,8,2023-05-07,0,0.581123396,3.242191774,Positive,International Transfers,,High,16.40273646,906.1911853,449848,16.57313171,2023-12-20,Debit,2023-12-10 00:00:00,0.591338156,3.704780331,9.654495192,0.662607957,91091.6537
4769,68,M,Port Leeton,Low,"Production designer, theatre/television/film",Master,Divorced,4,Online,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,99,1,TRUE,FALSE,0.184082726,4,9,761,517.7446788,393437,2023-10-16,2023-01-16,2.925387549,1.692454706,1.573138714,1,-17,2022-02-01,14,0.937136956,1.944208757,Negative,Budgeting Tools,Fees,Medium,28.16981876,355.2933159,66510,5.331639511,2023-10-21,Debit,2023-10-16 00:00:00,0.940031103,9.930630539,15.36733231,0.536570869,10175.81993
4770,59,M,Sullivanchester,Low,Occupational therapist,Bachelor,Married,6,Referral,Regular,FALSE,FALSE,FALSE,FALSE,FALSE,0,65,5,TRUE,FALSE,0.818411322,15,3,658,158.4454758,103964,2021-11-12,2021-02-03,3.636407419,4.210952843,1.160031913,10,-9,2023-05-06,2,0.674088108,4.669146831,Negative,Budgeting Tools,Fees,Medium,92.62691149,773.686306,379762,15.63234036,2023-11-17,Debit,2021-11-12 00:00:00,0.268723011,6.196746075,4.214433266,0.112156908,97346.67854
4771,24,F,South Thomas,Medium,"Social research officer, government",Master,Divorced,1,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,0,9,FALSE,FALSE,0.498273829,18,9,829,808.2921771,669832,2022-08-03,2022-09-11,2.798746292,4.450184983,1.994406366,7,-27,2021-11-07,17,0.913422032,1.871531173,Positive,Mobile Deposit,Fees,Medium,30.96147202,52.46898331,520051,19.09610115,2022-08-26,Debit,2022-08-03 00:00:00,0.774832852,7.545906244,7.788447828,0.652907604,9287.845628
4772,67,F,West Sharonville,High,Podiatrist,Master,Married,4,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,6,2,TRUE,TRUE,0.709711712,4,4,59,257.1289052,15163,2022-10-23,2022-09-21,3.898725874,1.027575754,2.154918816,6,69,2023-05-25,4,0.586559498,2.870020794,Positive,Budgeting Tools,Customer Service,High,48.55818493,501.0339621,826595,16.53614964,2023-03-03,Transfer,2022-10-23 00:00:00,0.157221913,7.664567462,15.00077537,0.942560957,71357.7235
4773,65,F,Joefort,High,"Development worker, community",Master,Widowed,5,Referral,Regular,TRUE,FALSE,TRUE,FALSE,FALSE,2,23,3,FALSE,TRUE,0.139828711,7,9,515,995.7068916,512425,2023-04-20,2023-10-26,4.227023238,3.838544992,4.693823994,9,-76,2022-06-07,16,0.730304998,1.069555534,Positive,,,Low,42.39995876,453.3130782,898775,10.01054648,2023-06-01,Credit,2023-04-20 00:00:00,0.905118376,5.259140209,1.800937562,0.709583052,97028.23507
4774,23,F,Chapmanfurt,Medium,"Programmer, systems",High School,Widowed,7,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,11,3,FALSE,FALSE,0.517852657,11,4,518,185.8196848,95830,2022-10-22,2021-09-13,4.974806581,2.433680664,4.919922473,5,-87,2022-03-08,0,0.718585782,1.483446812,Positive,Mobile Deposit,Fees,Medium,89.84123734,80.73027188,215877,21.08804931,2023-09-11,Debit,2022-10-22 00:00:00,0.559215196,7.113916842,1.666959979,0.627136784,8334.977514
4775,26,Other,Atkinsonport,High,Press photographer,Bachelor,Single,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,62,7,TRUE,FALSE,0.776338058,5,0,627,384.2466891,240768,2021-08-15,2023-10-20,1.494690017,2.373207106,4.940982299,8,-36,2021-01-02,17,0.615288998,1.646723121,Positive,Investment Analytics,Fees,Medium,77.65635657,715.5192101,578301,19.17864177,2023-01-11,Debit,2021-08-15 00:00:00,0.341770501,7.284297707,18.16006411,0.554313754,99584.21333
4776,74,M,New Linda,Medium,Financial planner,Master,Married,2,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,71,7,TRUE,TRUE,0.345587251,1,4,622,154.7001339,95788,2021-07-17,2023-07-23,2.63600204,3.228988842,4.248693586,7,57,2021-05-16,2,0.598230942,4.310670853,Positive,,Customer Service,Low,4.523724234,334.4835789,270978,6.983039454,2023-08-02,Transfer,2021-07-17 00:00:00,0.036584854,7.733195329,4.818906916,0.015395829,73112.89987
4777,48,Other,Erikmouth,Premium,Ergonomist,Bachelor,Widowed,6,Online,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,12,1,FALSE,TRUE,0.186823553,14,6,781,425.0415611,331925,2023-12-08,2023-04-28,2.016757115,4.019042453,4.084977486,8,-88,2021-12-01,1,0.747502946,3.495233569,Positive,,,Low,47.1494169,788.6959344,847289,11.35325212,2023-12-26,Debit,2023-12-08 00:00:00,0.498334993,4.588200357,2.104534711,0.961657766,67326.69081
4778,38,F,Castanedaville,Low,"Editor, film/video",Bachelor,Divorced,6,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,69,3,TRUE,TRUE,0.639467987,15,7,527,489.2137621,257703,2021-05-17,2023-04-21,3.898972996,4.712006683,4.752768814,6,-12,2021-03-18,11,0.7274315,1.160162112,Positive,,Customer Service,Low,50.07437146,258.5948036,784660,14.15132564,2022-10-16,Credit,2021-05-17 00:00:00,0.995161157,9.133139869,16.79209098,0.964664236,32467.73217
4779,57,Other,North Lauratown,High,"Surveyor, commercial/residential",Master,Married,6,Online,VIP,TRUE,TRUE,FALSE,TRUE,FALSE,3,87,1,FALSE,FALSE,0.644070792,3,7,598,745.9259119,445510,2021-03-31,2022-12-22,3.062821905,1.042075044,2.36126117,5,-89,2022-06-28,8,0.892161802,1.722276233,Neutral,International Transfers,App Issues,Low,7.71862074,315.2600973,520217,25.53278958,2022-03-04,Credit,2021-03-31 00:00:00,0.002270377,3.917796157,15.70790725,0.718813727,37575.02991
4780,62,Other,New Roy,Medium,"Engineer, maintenance",Master,Married,5,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,23,9,TRUE,TRUE,0.204347613,14,1,83,11.37939762,913,2021-09-23,2022-12-23,1.445347661,2.065298556,3.153211355,3,51,2023-09-16,8,0.736916867,4.473815714,Negative,,Customer Service,Medium,36.16740371,121.7430865,798080,3.133719054,2022-12-13,Transfer,2021-09-23 00:00:00,0.601311265,9.182655428,19.38163655,0.785974008,36070.25655
4781,66,M,Port Lindseyberg,Low,Retail banker,PhD,Single,6,Online,New,FALSE,TRUE,TRUE,TRUE,FALSE,3,37,7,TRUE,FALSE,0.069350044,6,9,242,238.4959175,57596,2022-01-01,2023-05-23,1.251173497,2.550416284,3.350102547,2,-31,2021-05-16,10,0.66577551,2.226467658,Neutral,International Transfers,App Issues,Medium,42.29742056,214.2207874,916460,12.05059055,2023-02-06,Credit,2022-01-01 00:00:00,0.026173257,3.922001949,13.18324534,0.878080866,83908.92497
4782,37,Other,North Thomaston,High,Travel agency manager,High School,Divorced,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,5,FALSE,TRUE,0.166451154,14,0,940,277.223117,260380,2021-03-06,2023-12-08,3.003274439,1.313196633,3.29987095,5,-28,2022-03-25,5,0.740381651,1.836241093,Positive,Budgeting Tools,,Medium,84.94155981,954.5065664,554815,2.816508503,2022-08-19,Debit,2021-03-06 00:00:00,0.753227479,4.306479756,2.538507658,0.907534429,51892.08401
4783,34,M,West Tonya,Medium,Musician,Bachelor,Single,7,Referral,Regular,TRUE,TRUE,FALSE,FALSE,FALSE,2,9,7,TRUE,TRUE,0.275527296,15,3,904,604.6037124,546016,2022-02-18,2022-11-19,2.40286986,1.142023782,2.727439493,3,-63,2023-08-18,8,0.958984479,4.186105126,Negative,Budgeting Tools,Fees,Medium,96.02330842,631.3881702,507410,20.2609945,2022-09-15,Transfer,2022-02-18 00:00:00,0.230013191,7.504146533,5.385566779,0.374148586,91670.94035
4784,45,F,Erikastad,Medium,"Engineer, electronics",Master,Married,3,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,29,3,FALSE,TRUE,0.03627812,16,2,206,284.4225922,58504,2021-08-08,2021-08-21,3.10708769,4.974108197,4.902309257,2,-14,2021-12-06,4,0.574509248,2.586152941,Negative,,Customer Service,Low,34.6066184,812.9440315,896500,12.24208494,2021-09-13,Transfer,2021-08-08 00:00:00,0.126838657,8.443065695,10.07084911,0.801852781,51332.4813
4785,58,Other,North Frederickport,Medium,"Engineer, site",Master,Single,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,87,3,FALSE,FALSE,0.922731593,4,7,599,491.9724167,294109,2023-09-22,2021-12-27,1.994919068,3.58333907,2.27790613,4,-49,2023-10-08,19,0.958229956,2.935373665,Negative,Investment Analytics,,Medium,53.60666663,108.4258475,510467,8.768689659,2023-10-04,Debit,2023-09-22 00:00:00,0.105472297,6.572125904,10.52646164,0.226045733,11561.00701
4786,83,F,Craigshire,Medium,Radio broadcast assistant,Bachelor,Married,6,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,26,1,FALSE,TRUE,0.23050326,5,5,25,492.8982549,12300,2022-01-28,2023-07-29,2.550554644,2.073717643,1.88590847,9,-31,2021-08-22,12,0.848936516,3.820121362,Neutral,Budgeting Tools,Transaction Delays,Medium,93.54856537,480.7599113,413161,25.34375154,2023-03-02,Credit,2022-01-28 00:00:00,0.756592011,5.680629625,1.542417501,0.319410722,37646.21121
4787,42,M,North Christinaborough,Medium,Orthoptist,Master,Married,7,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,29,5,TRUE,FALSE,0.73891921,3,4,161,812.3417916,130732,2021-07-22,2023-05-28,4.895944371,2.502516808,3.952931458,8,8,2021-06-13,13,0.832739738,4.632193308,Negative,International Transfers,Transaction Delays,High,47.58768578,18.41670884,713690,29.84683208,2022-06-24,Credit,2021-07-22 00:00:00,0.015791976,4.0107642,0.134034055,0.378304966,51330.56761
4788,75,F,South Madison,Medium,Charity officer,PhD,Single,1,Branch,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,78,7,FALSE,FALSE,0.414657512,9,8,193,877.1374672,169261,2021-03-07,2023-02-04,1.964593789,3.828648317,4.673145549,8,-66,2023-07-31,15,0.716479699,3.794164571,Positive,,App Issues,Medium,32.66665438,95.46943557,711438,21.844896,2023-03-02,Credit,2021-03-07 00:00:00,0.419445994,4.366384061,15.17175735,0.703994755,72281.30639
4789,58,F,Rodriguezshire,High,Risk analyst,Bachelor,Single,7,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,1,3,TRUE,FALSE,0.501983823,0,5,833,977.2617699,813841,2023-03-07,2021-12-29,1.093633141,1.580818231,4.872893711,7,-73,2022-12-03,17,0.680412137,2.574990725,Negative,Budgeting Tools,,Low,12.10906788,175.5258713,983315,0.291915613,2023-10-13,Debit,2023-03-07 00:00:00,0.384279341,6.047686331,8.885385379,0.808152316,64233.91755
4790,23,M,Christinahaven,High,Legal secretary,Master,Married,6,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,7,5,TRUE,FALSE,0.536942777,7,5,913,842.3882361,768746,2023-10-01,2021-11-30,4.690674182,2.699634473,4.214386984,7,32,2023-02-02,7,0.873375984,4.856829999,Positive,Investment Analytics,,Low,60.10977733,668.351605,71055,29.20587166,2023-10-18,Debit,2023-10-01 00:00:00,0.560448651,2.805930303,8.093452129,0.289836393,77674.37526
4791,55,F,Port Cheyenneberg,Low,Clothing/textile technologist,Bachelor,Single,5,Branch,VIP,FALSE,FALSE,FALSE,FALSE,TRUE,1,16,1,TRUE,TRUE,0.772795803,5,0,117,879.1788172,102843,2023-12-13,2023-06-12,4.21393771,4.453477755,2.532736741,5,-59,2023-08-19,1,0.805099866,3.193103742,Neutral,Budgeting Tools,Transaction Delays,High,63.05261466,532.8628217,493047,4.188777488,2023-12-20,Credit,2023-12-13 00:00:00,0.982399496,4.671819496,15.0350573,0.8461328,22307.56414
4792,23,F,South Catherineview,Medium,Special effects artist,Master,Single,7,Branch,Premium,FALSE,TRUE,TRUE,TRUE,FALSE,3,47,7,FALSE,TRUE,0.787913043,9,8,466,971.2667455,452486,2022-06-09,2023-02-21,2.817923697,2.085095171,4.257599253,8,-81,2022-06-13,16,0.826239173,4.609255171,Positive,Mobile Deposit,,Medium,46.62095715,845.7384965,398759,8.883546512,2023-11-18,Credit,2022-06-09 00:00:00,0.292004629,2.299661197,8.914731481,0.446534032,97361.39207
4793,62,F,Lake Kimberly,High,Operational researcher,Master,Married,2,Referral,Regular,TRUE,FALSE,TRUE,TRUE,FALSE,3,63,8,FALSE,TRUE,0.141272939,3,1,564,829.1524353,467556,2021-04-11,2022-08-07,3.129880963,1.691026232,4.050804462,4,-79,2022-11-09,10,0.809738561,4.550489222,Neutral,,Customer Service,Low,71.10133286,456.3667901,701878,12.47424543,2022-11-04,Debit,2021-04-11 00:00:00,0.835982595,2.33969489,1.460730482,0.149605555,62043.78084
4794,31,Other,South Catherineport,Low,"Editor, film/video",High School,Divorced,1,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,60,8,TRUE,TRUE,0.30334344,12,0,473,212.5905649,100276,2023-01-21,2023-06-15,2.341502191,4.539867488,2.610633098,8,78,2022-10-31,5,0.52973142,3.043544966,Neutral,,,Medium,49.99444538,603.0153137,685195,4.306002658,2023-09-29,Debit,2023-01-21 00:00:00,0.952515838,3.381859813,12.57770643,0.161965214,69888.01967
4795,83,F,South Melissaburgh,Medium,Occupational therapist,Bachelor,Single,1,Referral,New,TRUE,FALSE,FALSE,FALSE,FALSE,1,12,1,TRUE,FALSE,0.573038817,17,6,527,794.4409632,418438,2022-03-29,2022-08-04,1.572454956,4.800098799,1.418406464,9,-14,2023-12-15,8,0.757878221,1.833544119,Neutral,International Transfers,Fees,Medium,73.67003642,631.9912305,956730,12.78626284,2023-09-23,Credit,2022-03-29 00:00:00,0.148902075,9.413276921,15.27139025,0.485346434,4748.361769
4796,57,M,Patrickstad,High,"Programme researcher, broadcasting/film/video",High School,Single,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,81,4,TRUE,FALSE,0.330406076,19,4,563,712.4455672,400856,2021-05-26,2021-07-23,2.072087229,4.521099035,4.416655496,8,20,2021-11-15,0,0.680615129,2.487784604,Positive,International Transfers,,Low,14.22277359,83.23747683,966038,27.04487932,2022-10-28,Credit,2021-05-26 00:00:00,0.560073486,7.0186117,2.481344094,0.96950974,77122.01597
4797,20,Other,Kellyfurt,High,Civil Service fast streamer,Master,Widowed,1,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,20,9,FALSE,FALSE,0.132799304,1,5,127,560.3011786,71120,2021-01-27,2021-06-29,2.431602626,4.689345042,2.222003397,9,74,2023-12-02,10,0.900946864,1.701280575,Neutral,International Transfers,Customer Service,Medium,10.01530363,870.8599678,642730,7.896650242,2023-12-08,Transfer,2021-01-27 00:00:00,0.238560013,2.066152704,16.59226489,0.644819004,22074.74735
4798,41,Other,Romanbury,Low,Firefighter,Bachelor,Divorced,3,Marketing,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,99,2,FALSE,FALSE,0.408434238,5,3,318,182.7502108,57876,2022-03-04,2021-08-01,3.222002536,2.630664413,1.452332254,1,-4,2022-07-26,11,0.794347764,1.634629047,Positive,Mobile Deposit,App Issues,Low,76.10068327,487.6378298,63421,7.977345948,2023-05-31,Credit,2022-03-04 00:00:00,0.84855005,2.875681506,11.80675473,0.541171189,69602.76832
4799,36,M,Elizabethborough,Medium,Politician's assistant,Bachelor,Single,5,Branch,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,75,1,FALSE,FALSE,0.218423934,10,7,859,57.53533768,48963,2023-10-04,2021-07-03,2.12930587,2.873366671,4.947018399,2,17,2022-05-18,5,0.717718963,4.579730563,Negative,,,High,81.78352013,692.5878198,864101,17.71769437,2023-11-21,Debit,2023-10-04 00:00:00,0.7098426,8.50134986,0.785741122,0.326846584,59226.64878
4800,35,F,South Eduardo,Medium,Sub,PhD,Married,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,1,6,TRUE,FALSE,0.143473856,11,6,572,224.9764088,128128,2021-06-13,2021-02-03,2.292077408,3.482547185,4.703964451,5,66,2022-04-09,14,0.996395581,1.563182287,Negative,Budgeting Tools,Fees,Medium,22.28176994,449.4401773,100110,20.07795493,2022-06-03,Transfer,2021-06-13 00:00:00,0.747550285,9.230269749,5.521105806,0.268876899,56092.95755
4801,81,Other,North Christopher,Premium,Industrial/product designer,PhD,Widowed,1,Marketing,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,83,1,TRUE,FALSE,0.304028333,8,0,952,878.1749414,835856,2023-08-17,2023-04-23,3.192418744,1.234752505,4.027088291,9,20,2021-02-15,5,0.836705831,4.899483354,Positive,,Transaction Delays,High,7.556078612,568.0820265,186316,17.83863329,2023-12-03,Debit,2023-08-17 00:00:00,0.712163692,7.76248141,1.569785708,0.442599012,99518.76919
4802,52,Other,East Danielmouth,Low,Clinical embryologist,Master,Widowed,1,Online,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,22,6,TRUE,TRUE,0.299688223,10,5,798,276.9259075,220248,2021-05-05,2021-08-01,2.129819612,3.72714822,1.269995129,2,55,2023-06-08,17,0.941192289,2.11206103,Negative,Investment Analytics,Transaction Delays,High,7.68222691,478.6163976,293004,2.335141179,2023-04-18,Credit,2021-05-05 00:00:00,0.925042586,8.601258949,12.39889084,0.62929595,60422.11891
4803,79,Other,East Jennifer,Premium,Academic librarian,Master,Widowed,5,Referral,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,84,1,TRUE,FALSE,0.097197348,14,2,201,452.5101204,90852,2023-01-10,2023-10-14,4.887714225,3.170083572,3.891784225,1,95,2023-09-17,6,0.960814695,2.834369184,Positive,International Transfers,Transaction Delays,High,24.25011685,663.7843177,183950,26.39758494,2023-11-20,Transfer,2023-01-10 00:00:00,0.653376059,8.943369279,9.633037302,0.338060048,50574.1334
4804,18,F,Kayleemouth,Medium,Cabin crew,Master,Single,2,Branch,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,94,6,FALSE,TRUE,0.584117498,12,7,89,997.5993706,88733,2023-05-02,2021-07-24,2.785447593,4.749808344,3.642779618,5,74,2022-07-12,7,0.871348623,1.74206576,Negative,,Transaction Delays,High,54.79883945,120.2877586,949905,22.01178859,2023-10-08,Credit,2023-05-02 00:00:00,0.882761336,2.175988557,11.801704,0.188017693,77471.16123
4805,42,Other,Lake Timothy,Medium,Energy manager,Master,Married,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,15,9,FALSE,FALSE,0.314343732,1,5,546,514.3972142,280644,2023-01-26,2023-06-29,4.231795812,3.17646194,1.985745956,7,11,2022-11-04,4,0.709784093,2.493178545,Positive,Investment Analytics,Fees,Low,62.86055507,645.4398796,661069,17.17864581,2023-05-27,Debit,2023-01-26 00:00:00,0.612062016,4.839102653,14.31831728,0.016477628,61493.76855
4806,62,M,Martinezside,Medium,"Designer, fashion/clothing",PhD,Widowed,7,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,12,5,FALSE,FALSE,0.173287142,19,5,616,769.8240591,473704,2021-04-30,2023-10-28,3.722116079,4.964052148,2.835112194,4,-29,2023-11-09,7,0.746172608,3.396335496,Positive,International Transfers,App Issues,High,85.64229347,781.4584284,713034,13.39130172,2021-07-14,Debit,2021-04-30 00:00:00,0.293383882,6.600501491,15.16073008,0.092499636,13315.79118
4807,66,F,Sharonborough,High,Risk analyst,Bachelor,Divorced,6,Online,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,3,4,TRUE,FALSE,0.818597143,13,4,808,797.0838547,643976,2022-06-29,2021-03-08,1.54103515,4.877754779,4.858014205,2,-80,2022-09-08,5,0.579058623,4.664130276,Positive,,Customer Service,High,85.36164446,75.63506135,757864,29.24650142,2023-01-25,Debit,2022-06-29 00:00:00,0.199140141,9.445547672,16.64157535,0.413577049,88268.11215
4808,33,M,Douglasstad,Medium,"Designer, graphic",High School,Widowed,7,Branch,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,1,8,TRUE,FALSE,0.002575663,9,7,367,880.4741875,322960,2023-12-20,2022-08-17,4.12749309,2.606085432,1.070488581,10,-53,2023-10-19,18,0.808195052,4.769424378,Neutral,,,Medium,84.71284482,579.1679432,145101,25.13573505,2023-12-26,Credit,2023-12-20 00:00:00,0.326873395,5.842146583,8.464534387,0.871721295,59841.55646
4809,36,M,South James,Medium,"Engineer, control and instrumentation",Bachelor,Widowed,1,Marketing,VIP,FALSE,TRUE,FALSE,FALSE,FALSE,1,64,4,TRUE,TRUE,0.454291443,14,5,523,339.5212196,177297,2021-03-25,2023-05-12,1.991577464,1.137802868,2.877638187,4,77,2023-04-09,10,0.756153457,1.212838873,Neutral,,Fees,Low,25.26469625,85.31961285,778335,7.820180496,2023-01-28,Transfer,2021-03-25 00:00:00,0.644624371,9.130679751,18.42938492,0.153752769,43491.98712
4810,40,Other,North Anthonyview,High,Equities trader,Bachelor,Divorced,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,25,4,FALSE,TRUE,0.434945996,9,6,207,161.0028275,33327,2021-05-25,2022-03-10,4.564335904,4.230347087,3.335490093,8,-52,2021-04-16,11,0.607000331,3.127307793,Negative,,,Low,54.66476049,271.210749,128443,18.79513944,2021-07-17,Debit,2021-05-25 00:00:00,0.187735376,2.917391786,12.85894855,0.010938498,34477.19052
4811,42,Other,Lopezfort,Premium,Transport planner,PhD,Widowed,4,Branch,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,29,9,TRUE,TRUE,0.671149197,8,8,499,889.732743,443611,2022-09-15,2022-04-02,3.88744739,4.410373284,4.472904601,1,89,2022-09-08,16,0.520511855,1.544212698,Positive,Budgeting Tools,Customer Service,Low,61.92088298,252.3741997,906908,7.013982855,2023-04-16,Credit,2022-09-15 00:00:00,0.960523195,7.345046383,1.978486463,0.371057684,39636.78597
4812,33,Other,Barrettfurt,Medium,"Designer, ceramics/pottery",Bachelor,Widowed,4,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,37,1,TRUE,FALSE,0.389399909,5,5,285,613.4723048,174705,2021-06-09,2023-07-21,3.86878342,3.211825713,3.820851231,1,-66,2022-06-12,10,0.934521189,1.580765424,Negative,Mobile Deposit,Transaction Delays,Low,47.94027411,905.3801152,899370,17.1301272,2023-04-02,Credit,2021-06-09 00:00:00,0.889478809,3.656317109,12.43314583,0.585248525,56978.90277
4813,71,M,Shannonmouth,Low,Child psychotherapist,Bachelor,Divorced,1,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,19,3,TRUE,TRUE,0.512716281,2,5,734,599.8698435,439666,2022-03-19,2023-02-20,2.223567036,3.930650805,1.4006043,9,-21,2021-08-07,11,0.515261569,4.28355345,Neutral,International Transfers,Fees,Medium,3.49302404,227.4655584,827691,21.96321595,2022-07-28,Debit,2022-03-19 00:00:00,0.694995648,7.282849129,17.62670699,0.353940248,65456.02928
4814,18,F,Barrettshire,High,"Sound technician, broadcasting/film/video",Master,Single,1,Online,Premium,FALSE,TRUE,FALSE,FALSE,TRUE,2,24,4,TRUE,TRUE,0.908451194,11,8,523,574.10321,300202,2023-11-30,2021-08-23,2.571442962,2.908313247,2.509710117,2,-29,2021-10-31,6,0.690282587,2.304523135,Negative,International Transfers,Fees,Low,37.76931586,261.1779322,968314,13.96961599,2023-12-08,Transfer,2023-11-30 00:00:00,0.978579157,2.646332874,5.699418554,0.370087574,78876.95139
4815,59,Other,North Misty,High,Rural practice surveyor,High School,Divorced,6,Online,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,51,8,TRUE,FALSE,0.168282377,16,5,385,44.70169524,16940,2021-07-18,2022-02-05,3.926060987,3.531396546,1.498512974,6,-96,2022-04-03,7,0.779999191,4.938440612,Neutral,Mobile Deposit,Fees,High,14.92823541,438.3089942,153636,9.045737786,2023-11-28,Transfer,2021-07-18 00:00:00,0.156454303,3.424464144,9.170685959,0.305587244,83056.98722
4816,36,Other,West Robert,Low,Environmental manager,Bachelor,Single,4,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,1,FALSE,TRUE,0.105507714,11,6,465,256.2644073,119040,2021-07-27,2023-08-20,2.453892148,3.048658619,4.723677508,8,-25,2022-03-25,7,0.764644698,4.191460616,Neutral,Mobile Deposit,Customer Service,Medium,2.584815214,94.06602648,385130,10.22759809,2023-03-24,Transfer,2021-07-27 00:00:00,0.595764857,6.165871482,5.350225979,0.470660359,72069.8151
4817,51,M,Hutchinsonmouth,Premium,Magazine journalist,Bachelor,Single,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,90,3,TRUE,FALSE,0.746758327,3,3,971,675.7341693,655425,2022-04-19,2021-09-12,2.811612301,2.919404451,3.765269668,10,64,2022-05-25,3,0.766991616,3.18793044,Neutral,,,Low,12.27578281,387.758134,860009,25.83877751,2022-05-12,Credit,2022-04-19 00:00:00,0.407608906,6.893999165,15.50248101,0.702498804,70702.65586
4818,72,F,North Nicole,Low,"Embryologist, clinical",High School,Single,4,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,2,TRUE,TRUE,0.7429016,13,4,413,42.6639057,17346,2023-12-25,2022-12-20,3.235706355,4.280844709,2.000191119,10,-28,2023-08-09,17,0.613372872,1.142317961,Neutral,Investment Analytics,Transaction Delays,Low,76.40800821,594.1799516,507068,2.11154076,2023-12-25,Credit,2023-12-25 00:00:00,0.659645549,1.803489233,19.71325938,0.858869857,22550.23358
4819,35,M,New Cassandra,High,"Psychologist, clinical",Master,Divorced,2,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,40,6,TRUE,TRUE,0.919645509,7,7,191,610.6821155,116510,2023-03-01,2023-08-09,2.193306751,1.71787667,1.565584102,7,68,2021-11-10,16,0.6655695,1.288985905,Positive,International Transfers,App Issues,Low,68.16906919,164.6948722,95012,27.36525781,2023-04-20,Debit,2023-03-01 00:00:00,0.890678397,1.739404668,12.63941832,0.504093311,90848.52224
4820,51,Other,Rebeccaburgh,Medium,Tourism officer,PhD,Divorced,7,Online,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,80,9,TRUE,FALSE,0.983157067,17,9,716,59.72935927,42244,2022-01-24,2023-04-26,4.053190249,2.698353355,1.494980722,4,-9,2021-07-21,15,0.502994942,3.421217121,Negative,Mobile Deposit,Fees,Medium,52.96215083,933.2059699,892356,7.755330828,2022-08-10,Credit,2022-01-24 00:00:00,0.486628745,9.182530978,13.21363333,0.485395234,7609.604595
4821,62,M,Johnsontown,Medium,Biomedical scientist,PhD,Single,3,Referral,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,60,9,FALSE,TRUE,0.384385712,1,9,734,18.39169636,13212,2022-01-31,2023-03-22,2.098417337,3.696989561,3.046375183,5,24,2023-11-02,14,0.962472545,4.360228604,Negative,International Transfers,Transaction Delays,High,83.30359905,327.8793706,808720,18.46770496,2023-08-23,Debit,2022-01-31 00:00:00,0.129702461,3.063958616,3.150934555,0.739396442,82114.81762
4822,23,Other,Jenniferstad,Medium,Seismic interpreter,Bachelor,Divorced,2,Online,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,1,5,TRUE,FALSE,0.377427204,13,4,571,892.8002986,509332,2023-12-14,2021-01-16,1.211595851,4.942423472,2.047546298,10,-61,2023-01-14,7,0.802835422,3.066206383,Negative,Mobile Deposit,App Issues,Medium,41.5484051,339.229543,876408,15.06119746,2023-12-26,Transfer,2023-12-14 00:00:00,0.164233016,6.311117865,6.691846009,0.19105117,86262.66119
4823,38,F,Aaronfort,High,Publishing rights manager,Master,Single,6,Branch,VIP,FALSE,TRUE,TRUE,FALSE,FALSE,2,80,3,FALSE,TRUE,0.904657598,3,3,492,911.8395939,448212,2022-05-25,2023-02-07,4.147129107,3.286884833,4.869902212,1,-43,2023-04-26,12,0.909281424,4.489567466,Positive,Investment Analytics,Fees,Low,30.68203835,448.9797183,636480,9.428949812,2022-06-03,Transfer,2022-05-25 00:00:00,0.609985132,0.345784038,7.982084447,0.548531096,78975.92328
4824,65,M,East Dylan,Premium,"Journalist, magazine",PhD,Divorced,5,Referral,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,6,8,FALSE,TRUE,0.860711512,1,7,603,297.1654009,179091,2022-01-02,2022-04-04,2.485072834,3.20079014,2.570511936,6,99,2023-03-30,7,0.861140504,2.607074278,Neutral,Mobile Deposit,Fees,High,41.50110028,276.5858047,3890,26.97733923,2022-10-15,Debit,2022-01-02 00:00:00,0.174603803,9.710813917,8.820273388,0.765654381,63843.95206
4825,56,Other,Alyssahaven,Medium,Advertising account planner,PhD,Married,7,Online,Premium,TRUE,FALSE,FALSE,TRUE,TRUE,3,59,9,FALSE,FALSE,0.375440712,5,4,292,866.2729949,252872,2023-05-01,2023-11-06,4.383568962,3.032090015,4.971509116,3,-99,2023-05-09,4,0.781714417,4.68191274,Negative,Investment Analytics,Transaction Delays,Low,15.02682417,686.3039889,139977,24.83492556,2023-09-01,Transfer,2023-05-01 00:00:00,0.248077284,8.999900486,15.51956024,0.04411645,83453.9766
4826,48,Other,South Kayla,Medium,"Optician, dispensing",PhD,Divorced,1,Online,VIP,FALSE,FALSE,FALSE,TRUE,FALSE,1,60,9,FALSE,TRUE,0.076296471,7,1,655,84.17046283,55020,2021-08-05,2022-08-04,3.494748472,1.207564269,4.444619495,2,77,2022-11-10,6,0.75680462,4.561526875,Positive,Budgeting Tools,,High,65.35148555,376.9061221,705977,16.55261802,2023-12-03,Credit,2021-08-05 00:00:00,0.6255661,4.134663793,16.22640968,0.25861637,67743.22058
4827,27,Other,South Tamarashire,Medium,Race relations officer,PhD,Divorced,3,Marketing,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,79,1,FALSE,FALSE,0.581224042,2,9,713,417.4705717,297321,2023-01-04,2022-07-03,4.324062893,3.603499924,4.623024044,7,-15,2022-09-05,4,0.723252598,3.514122112,Neutral,Budgeting Tools,Transaction Delays,Medium,49.14056926,291.3938994,870659,12.22068341,2023-11-01,Credit,2023-01-04 00:00:00,0.032449425,0.446646236,13.57019776,0.406792192,88079.85336
4828,47,Other,Ambermouth,High,"Research officer, government",PhD,Divorced,4,Online,New,FALSE,FALSE,TRUE,FALSE,TRUE,2,26,5,FALSE,FALSE,0.268699947,14,7,607,481.6787096,291967,2023-07-29,2022-06-26,2.525974965,4.855430988,2.555433916,4,26,2021-06-16,13,0.776426673,4.594405397,Neutral,,App Issues,High,96.5553985,100.3344381,915977,20.28589089,2023-10-07,Transfer,2023-07-29 00:00:00,0.839303596,8.202523813,11.8150057,0.14473021,38252.37413
4829,35,M,West Marvinchester,Premium,Musician,Bachelor,Single,2,Referral,New,FALSE,TRUE,TRUE,FALSE,TRUE,3,0,9,TRUE,TRUE,0.908594875,18,7,729,414.4607276,301806,2023-05-25,2022-09-22,3.238052009,3.890010994,1.485719688,6,10,2022-05-12,0,0.601033218,3.149478201,Neutral,Budgeting Tools,Customer Service,Medium,65.23642583,709.5110991,129332,3.558296839,2023-11-11,Debit,2023-05-25 00:00:00,0.930011291,4.030379799,16.56805338,0.614405814,91831.88084
4830,77,Other,South Mariachester,High,Chief of Staff,PhD,Single,3,Marketing,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,85,3,TRUE,FALSE,0.806117243,19,6,60,354.8936235,21240,2021-08-02,2023-04-30,1.050652476,2.278308219,4.35806851,3,16,2021-11-29,2,0.69786109,1.412024561,Negative,International Transfers,App Issues,Low,66.25199366,544.8108681,877895,28.41889316,2023-09-12,Transfer,2021-08-02 00:00:00,0.604449772,1.393345172,8.479144268,0.517234119,25020.79333
4831,32,M,Sloanshire,Medium,Armed forces logistics/support/administrative officer,Bachelor,Married,7,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,85,7,FALSE,TRUE,0.900973603,4,8,271,615.2068094,166665,2021-12-08,2022-05-10,2.028222854,3.627733802,1.020162712,10,-53,2023-09-13,16,0.775490669,3.95923612,Neutral,Budgeting Tools,,Low,67.92934055,959.7602006,720240,26.67601847,2023-03-10,Credit,2021-12-08 00:00:00,0.734853904,2.589155359,11.67237596,0.086167409,76585.90502
4832,21,Other,West Mary,Premium,"Pharmacist, hospital",High School,Married,5,Referral,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,26,9,FALSE,TRUE,0.080914001,18,8,34,679.5171112,23086,2022-01-05,2021-01-09,4.498103109,3.015664151,2.793172841,9,51,2021-05-16,11,0.866784476,3.572132431,Negative,Investment Analytics,App Issues,High,13.54848609,176.0142916,321929,15.33626537,2022-03-27,Debit,2022-01-05 00:00:00,0.336474893,3.117348513,10.02123012,0.828554496,3530.772187
4833,80,M,South Joseph,Low,Metallurgist,High School,Widowed,2,Branch,New,TRUE,FALSE,FALSE,TRUE,FALSE,2,79,2,FALSE,FALSE,0.864612825,5,3,702,958.8866751,672516,2023-04-03,2023-04-30,2.763243861,3.666418514,1.58687175,3,-10,2022-10-05,19,0.892976752,3.718547158,Neutral,Budgeting Tools,Fees,Low,91.0767983,262.3475397,946575,25.04305056,2023-04-10,Transfer,2023-04-03 00:00:00,0.697369397,3.941137039,13.33749849,0.541555632,76282.45522
4834,57,M,Port Jeromeshire,Medium,Television camera operator,Master,Married,6,Referral,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,59,2,TRUE,FALSE,0.593085884,9,6,16,135.3893295,2160,2023-10-31,2021-03-08,3.54353912,4.990027457,4.609617861,2,-68,2021-04-27,12,0.931199865,1.165487034,Neutral,Budgeting Tools,,Medium,40.94605024,896.6778989,817749,27.57942004,2023-11-13,Credit,2023-10-31 00:00:00,0.282458022,8.976917355,13.05399314,0.542019321,25848.14305
4835,26,Other,Ralphtown,Medium,Diplomatic Services operational officer,Bachelor,Single,4,Referral,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,52,5,TRUE,FALSE,0.215426423,3,0,919,901.3886503,828019,2022-11-23,2021-02-01,2.119580749,3.438897807,4.474099999,7,97,2023-06-12,0,0.674985722,1.406708182,Negative,Investment Analytics,,Low,26.32648222,980.240238,791866,3.944681708,2023-08-10,Debit,2022-11-23 00:00:00,0.200735396,8.259447816,4.716686006,0.68745426,99700.4065
4836,26,Other,North Jeffrey,Medium,Accounting technician,Master,Married,4,Marketing,VIP,TRUE,FALSE,FALSE,FALSE,TRUE,2,35,8,FALSE,TRUE,0.30126213,8,0,289,799.4012701,230911,2021-11-20,2021-02-23,4.410268973,1.077011241,1.550542422,3,69,2023-04-12,16,0.794956804,4.991723776,Negative,,Transaction Delays,High,4.722013033,167.0028831,914984,7.911138818,2021-12-07,Credit,2021-11-20 00:00:00,0.944761368,5.798848881,0.650185267,0.811388265,55308.30196
4837,43,Other,Allentown,High,Solicitor,High School,Married,2,Referral,New,FALSE,TRUE,FALSE,TRUE,TRUE,3,79,5,FALSE,TRUE,0.456635128,9,2,126,289.9067384,36414,2023-12-30,2021-11-11,3.37412311,2.014344341,3.206075542,1,53,2023-06-05,16,0.768571058,4.068565367,Neutral,International Transfers,Customer Service,High,72.3583337,143.2717165,872950,6.328522677,2023-12-30,Debit,2023-12-30 00:00:00,0.866421154,2.365245864,11.29929696,0.421810206,58255.98233
4838,21,Other,Williamsland,High,"Scientist, research (medical)",High School,Divorced,5,Branch,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,23,8,TRUE,FALSE,0.627643995,4,5,605,208.253679,125840,2023-06-27,2023-02-06,4.631839499,2.693669231,1.936509233,5,-85,2021-11-12,8,0.701073567,2.872193582,Negative,International Transfers,Transaction Delays,High,63.52249982,960.701943,202459,19.94390109,2023-09-19,Debit,2023-06-27 00:00:00,0.647534406,7.989866433,19.60193461,0.538960418,20940.39896
4839,33,F,Amandaside,Low,Chiropodist,High School,Married,1,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,34,4,TRUE,TRUE,0.232727546,15,9,480,125.334426,60000,2022-12-23,2023-11-29,1.974330846,1.279059854,3.05807518,7,-80,2023-04-29,4,0.667980089,3.681433653,Negative,Mobile Deposit,Fees,Medium,37.46531193,965.0160227,382160,29.49270483,2023-02-23,Credit,2022-12-23 00:00:00,0.245872872,6.637221578,2.044229049,0.012231961,14895.62995
4840,32,Other,Smithport,Medium,Geographical information systems officer,High School,Widowed,1,Branch,Regular,FALSE,TRUE,TRUE,FALSE,TRUE,3,32,9,FALSE,FALSE,0.207042669,10,7,32,429.4860223,13728,2022-10-08,2022-10-13,3.909483624,2.850974673,4.906102002,10,29,2023-08-28,5,0.504760362,4.332006099,Negative,International Transfers,Customer Service,Medium,35.34226502,848.1124537,36276,0.9697941,2023-11-01,Credit,2022-10-08 00:00:00,0.754035367,8.05009586,8.063896783,0.287037244,23285.16636
4841,69,Other,South Vanessaborough,Medium,Firefighter,PhD,Divorced,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,16,4,FALSE,FALSE,0.892160708,3,4,400,554.6348912,221600,2022-10-27,2022-11-18,1.081967462,2.807684117,1.921684282,2,86,2021-03-04,18,0.588611972,4.63839238,Positive,Mobile Deposit,Customer Service,Low,59.00123678,586.2004081,641205,29.85264275,2023-10-31,Credit,2022-10-27 00:00:00,0.923440211,2.925667621,7.205903967,0.003095646,53407.33358
4842,22,Other,Kimberlybury,Medium,Cabin crew,High School,Single,7,Referral,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,68,5,FALSE,TRUE,0.845222055,11,2,79,574.0753098,45346,2023-02-01,2021-12-16,3.39116554,4.508565435,1.261125017,5,35,2022-11-15,0,0.568680369,4.434193216,Positive,Mobile Deposit,,High,8.855067921,765.1825947,878461,3.462871745,2023-06-12,Transfer,2023-02-01 00:00:00,0.559294192,4.806703071,6.224937153,0.275485681,15429.81908
4843,37,M,Castromouth,Medium,Wellsite geologist,PhD,Widowed,7,Online,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,34,7,TRUE,TRUE,0.766776835,9,1,725,422.582917,305950,2023-04-25,2023-05-31,2.205822105,2.154477577,2.017826961,8,34,2023-01-29,9,0.650212064,3.17626497,Positive,Budgeting Tools,Customer Service,Medium,95.33040037,779.7448604,212524,18.70129319,2023-11-30,Credit,2023-04-25 00:00:00,0.928538826,1.77101237,14.7956747,0.566149612,35580.48886
4844,35,Other,New Diana,Low,Conference centre manager,PhD,Single,5,Referral,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,82,9,TRUE,FALSE,0.760890731,1,9,540,688.4974092,371520,2023-06-01,2022-05-11,1.492777704,2.631333971,4.936917913,7,48,2021-08-31,2,0.679939454,4.642178203,Positive,Budgeting Tools,Fees,Medium,26.14546515,390.5639129,981535,20.37384357,2023-10-12,Credit,2023-06-01 00:00:00,0.62956918,4.852876928,19.40161623,0.3987779,46310.16755
4845,19,M,Lake Rubenmouth,High,"Psychologist, sport and exercise",Master,Widowed,4,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,46,5,TRUE,TRUE,0.765973864,18,7,142,710.76859,100820,2022-10-25,2023-03-13,3.506986553,1.944348803,1.326714283,6,45,2022-09-23,13,0.639852605,4.157028855,Neutral,,,Medium,33.04545061,638.8415101,762782,1.116188787,2023-08-21,Debit,2022-10-25 00:00:00,0.924290662,9.863752167,14.6488214,0.324361053,89364.57605
4846,30,M,South Andrew,High,Training and development officer,PhD,Divorced,1,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,97,7,TRUE,TRUE,0.924099814,19,8,890,519.8772626,461910,2022-05-08,2022-01-30,1.116434367,4.198735346,1.150467783,6,-100,2022-04-28,11,0.896278303,1.2967506,Positive,Investment Analytics,,High,35.60628096,940.347067,936145,9.992342855,2023-04-03,Transfer,2022-05-08 00:00:00,0.449232126,5.577465506,6.036669764,0.872713062,9794.143796
4847,21,M,Lake Jessica,Premium,"Producer, television/film/video",Master,Widowed,4,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,95,4,FALSE,TRUE,0.843720395,9,6,789,556.1785428,438684,2022-03-15,2023-03-17,1.625126398,4.164755629,1.605769291,4,-93,2023-09-24,18,0.599120451,1.411591052,Negative,Budgeting Tools,,High,82.87710956,402.9429719,273086,14.02462101,2022-11-21,Transfer,2022-03-15 00:00:00,0.544370953,2.094347808,0.954222015,0.575460384,40876.89076
4848,59,M,Lake Kelly,Premium,Outdoor activities/education manager,PhD,Widowed,2,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,88,2,TRUE,FALSE,0.388574212,11,5,216,202.9460295,43632,2023-02-08,2021-04-16,2.482970091,4.779085796,4.225799082,10,-9,2023-10-05,15,0.631600856,3.931258098,Positive,Investment Analytics,App Issues,High,6.765891878,273.0615495,887449,27.21333809,2023-11-21,Debit,2023-02-08 00:00:00,0.986488201,2.097592805,11.98345948,0.301183178,61816.20647
4849,78,F,Robertchester,High,Commercial horticulturist,PhD,Married,7,Marketing,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,58,2,FALSE,FALSE,0.471302481,1,9,377,558.4042322,210366,2022-06-05,2023-05-29,2.787278606,4.327014081,2.885505833,8,1,2023-03-23,12,0.75143273,4.403375362,Positive,Mobile Deposit,Fees,High,47.32971179,762.9170723,547128,21.06035242,2022-11-24,Transfer,2022-06-05 00:00:00,0.622259096,0.503035896,3.096022089,0.417570915,56967.27081
4850,25,Other,Lake Frank,Low,Psychiatrist,High School,Single,7,Online,Premium,FALSE,TRUE,FALSE,TRUE,TRUE,3,60,5,FALSE,FALSE,0.60456327,6,1,611,84.52826151,51324,2023-01-08,2021-09-21,4.63305997,4.22629876,2.353667471,6,29,2022-03-15,12,0.642187747,2.771886058,Neutral,International Transfers,Transaction Delays,Low,80.53682733,941.4080285,170941,18.8308582,2023-10-26,Debit,2023-01-08 00:00:00,0.498923314,3.935619928,13.44886058,0.323434813,75277.48565
4851,84,M,Port Sarahport,High,Retail manager,Bachelor,Divorced,6,Online,New,TRUE,FALSE,TRUE,TRUE,TRUE,4,21,2,FALSE,TRUE,0.475599705,0,1,998,574.9694886,572852,2023-07-16,2023-03-11,2.340283812,1.94436755,3.630310316,10,-79,2023-04-11,14,0.947931519,4.05750304,Negative,,Transaction Delays,High,85.36548598,573.7903016,20412,3.881665587,2023-09-28,Transfer,2023-07-16 00:00:00,0.031583032,2.751810389,19.30326107,0.129692499,39664.13989
4852,80,Other,North Tonyaville,Medium,Clinical psychologist,PhD,Widowed,2,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,26,2,FALSE,TRUE,0.296937061,10,5,839,646.4526391,541994,2023-07-06,2021-12-22,1.204590865,3.734109318,1.385547246,7,-81,2023-05-31,18,0.80601908,3.98542261,Positive,International Transfers,Transaction Delays,Low,61.0902706,637.9840999,122097,8.69970444,2023-09-22,Debit,2023-07-06 00:00:00,0.426251179,3.15920129,15.70409459,0.32557778,1606.074248
4853,26,M,East Cameronview,High,Management consultant,Bachelor,Single,6,Referral,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,96,2,FALSE,FALSE,0.861150079,18,8,159,981.9684159,155979,2023-03-25,2023-04-06,4.849118653,1.167535442,3.786247065,7,62,2022-04-27,13,0.668546235,2.8923676,Negative,,Fees,High,36.74527053,308.6961778,933730,13.18864793,2023-05-01,Credit,2023-03-25 00:00:00,0.027135356,6.743268737,12.49044962,0.747193103,46253.50071
4854,28,F,North Kathy,Medium,"Therapist, horticultural",Bachelor,Single,5,Branch,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,71,4,TRUE,TRUE,0.803449219,12,8,22,430.724025,9460,2021-01-01,2022-10-14,4.323212815,1.088641565,2.215670429,7,87,2022-08-10,18,0.726140395,2.61727567,Neutral,Mobile Deposit,Transaction Delays,Low,65.63149771,401.0807314,207656,9.05838927,2021-09-07,Transfer,2021-01-01 00:00:00,0.109687661,6.232993369,19.84115462,0.437764183,14638.64941
4855,59,M,Davidside,High,Personnel officer,Bachelor,Married,1,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,93,8,TRUE,TRUE,0.3898594,17,8,25,500.7637094,12500,2021-03-12,2023-11-26,1.909737227,2.21571886,4.426967043,1,-70,2022-05-14,8,0.711333656,1.298294771,Positive,Mobile Deposit,Transaction Delays,Low,27.14696873,552.1584356,138998,13.12705779,2022-08-25,Debit,2021-03-12 00:00:00,0.298843894,9.427264365,5.425653695,0.110275756,29683.87181
4856,30,Other,Dixonfort,Medium,TEFL teacher,PhD,Single,5,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,89,7,FALSE,FALSE,0.114666601,12,2,558,457.636581,255006,2022-08-06,2021-11-21,3.061698211,4.47688295,3.896936707,3,68,2021-12-04,19,0.945264079,4.920477321,Negative,International Transfers,Fees,Medium,15.12667219,877.3166626,766196,27.60208804,2023-11-19,Transfer,2022-08-06 00:00:00,0.176309999,3.783625007,12.93055155,0.764495058,2379.601919
4857,53,Other,Kristenstad,Low,"Social research officer, government",Bachelor,Divorced,5,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,5,FALSE,TRUE,0.004869564,16,2,42,267.1858295,11214,2021-02-03,2023-06-15,1.621474911,2.101740051,4.510463397,10,94,2022-11-20,5,0.792133523,1.817125482,Negative,Budgeting Tools,App Issues,Low,23.6560989,887.137275,465897,18.15717428,2021-05-11,Credit,2021-02-03 00:00:00,0.40953652,8.383971466,6.47219953,0.186082533,71958.4178
4858,30,F,West Gregoryborough,Medium,Fine artist,PhD,Married,1,Referral,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,35,7,TRUE,TRUE,0.092446129,13,8,900,103.4036097,92700,2023-11-27,2022-04-19,4.822622966,4.715970161,1.73906101,7,-29,2021-11-23,12,0.68586064,1.596961794,Negative,Mobile Deposit,Fees,Low,72.02548718,650.8852514,357742,15.55310292,2023-12-20,Debit,2023-11-27 00:00:00,0.649273775,8.963996751,0.48629706,0.606872483,13074.19381
4859,29,Other,Jessicaland,Low,Special educational needs teacher,High School,Widowed,3,Branch,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,56,6,TRUE,TRUE,0.154743182,15,4,545,644.1905507,350980,2021-10-04,2021-07-23,3.064910195,1.882052556,1.593475246,4,-77,2022-11-01,1,0.747639374,1.323431039,Neutral,International Transfers,,Medium,82.91575878,567.3281438,117824,16.13185798,2022-05-30,Debit,2021-10-04 00:00:00,0.299719864,3.033116009,9.7963209,0.025322472,91165.22593
4860,54,Other,East Dustinburgh,Premium,Hydrographic surveyor,PhD,Divorced,3,Branch,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,75,8,FALSE,FALSE,0.657790879,18,2,507,81.38330672,41067,2022-09-11,2021-09-16,2.886756114,1.189614587,3.84557935,5,-86,2023-02-11,6,0.68131826,3.041711364,Negative,Mobile Deposit,,High,28.94650451,558.346936,699793,23.19982306,2023-02-15,Credit,2022-09-11 00:00:00,0.491400934,3.170461637,16.78091916,0.55176262,88166.13113
4861,69,M,South Vickie,Medium,Maintenance engineer,Master,Divorced,4,Branch,Premium,FALSE,TRUE,TRUE,FALSE,TRUE,3,40,8,TRUE,FALSE,0.21961209,11,6,612,435.7631428,266220,2021-01-14,2023-10-30,4.315440271,3.375729437,4.684432569,5,0,2021-06-19,16,0.884434873,1.270152603,Neutral,International Transfers,,High,85.2683394,28.31820154,969242,29.25314954,2023-07-05,Credit,2021-01-14 00:00:00,0.859544028,9.416409268,7.661364626,0.028463305,26120.45145
4862,19,Other,Anthonyfurt,Medium,Research scientist (medical),High School,Divorced,3,Marketing,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,44,7,FALSE,FALSE,0.634825475,17,5,346,20.90396019,6920,2022-09-08,2021-08-31,1.515949448,4.269520334,4.219478637,6,65,2021-07-26,11,0.509350407,4.510664599,Positive,Investment Analytics,App Issues,Medium,65.04836241,647.479221,260310,29.45671207,2022-11-12,Credit,2022-09-08 00:00:00,0.87855056,3.903027025,6.409926767,0.534955243,72984.21561
4863,73,M,Garciahaven,Premium,"Editor, magazine features",Bachelor,Married,2,Marketing,New,TRUE,TRUE,FALSE,FALSE,FALSE,2,42,5,FALSE,TRUE,0.328322492,11,9,950,941.1166549,893950,2022-03-31,2023-03-14,2.057351392,3.28025384,4.762287249,8,15,2021-06-18,6,0.748926619,1.806184069,Negative,Budgeting Tools,Transaction Delays,Medium,35.75845169,240.7953804,587395,19.77333077,2023-10-26,Transfer,2022-03-31 00:00:00,0.681443905,9.410663317,14.85282406,0.888946336,62102.46245
4864,77,F,Lewisborough,High,Adult guidance worker,Bachelor,Single,7,Branch,VIP,TRUE,FALSE,FALSE,TRUE,TRUE,3,11,6,TRUE,TRUE,0.895052665,11,2,925,700.4710359,647500,2022-03-16,2022-06-17,3.930618461,3.021106132,1.044460299,6,-2,2021-06-18,9,0.62363657,4.668600828,Neutral,Investment Analytics,Transaction Delays,Low,97.78214791,294.7520962,832604,11.04722958,2022-11-16,Transfer,2022-03-16 00:00:00,0.676605311,2.940954277,5.773146135,0.332726103,47063.30422
4865,40,Other,Ayalaland,Medium,Dentist,Master,Divorced,6,Marketing,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,67,8,FALSE,TRUE,0.469076571,17,5,815,230.9045228,187450,2022-10-07,2021-11-22,3.455852752,2.7557715,1.714709168,9,-63,2021-01-18,2,0.616173082,4.431330188,Positive,Budgeting Tools,Transaction Delays,High,15.52666722,960.0644206,272261,17.71941641,2023-08-04,Credit,2022-10-07 00:00:00,0.524654993,8.722386946,14.1313848,0.514369446,52755.70412
4866,57,M,Port Diane,Medium,"Nurse, adult",High School,Single,7,Branch,VIP,FALSE,TRUE,TRUE,TRUE,FALSE,3,66,7,TRUE,TRUE,0.672850281,9,9,582,283.3926948,164706,2021-02-14,2022-10-23,1.636112866,3.863891499,3.474045432,8,19,2021-11-04,6,0.592515966,1.159478722,Positive,,Fees,High,80.68690819,276.1736947,344631,2.040977309,2023-02-18,Debit,2021-02-14 00:00:00,0.791944996,4.401352771,19.79944177,0.725640115,15704.96809
4867,81,Other,Grantmouth,Medium,Mudlogger,Master,Single,5,Marketing,New,FALSE,FALSE,TRUE,TRUE,TRUE,3,95,5,TRUE,TRUE,0.460946868,1,8,467,329.0214174,153643,2022-07-20,2022-02-22,1.842688337,4.862630665,2.6910934,4,15,2023-05-28,14,0.750282944,3.30322103,Neutral,,,Medium,65.79861604,927.0466171,420452,4.8541874,2022-10-23,Debit,2022-07-20 00:00:00,0.279716694,5.842936866,4.553845636,0.793252663,98199.51249
4868,40,M,Morrisstad,High,"Merchandiser, retail",Bachelor,Divorced,7,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,89,8,FALSE,TRUE,0.912538801,19,1,498,523.8872397,260454,2023-11-14,2021-07-10,4.519391515,2.256661532,4.0612436,6,93,2023-10-06,3,0.553303083,1.729043504,Neutral,Investment Analytics,App Issues,Medium,96.78775292,507.3552063,298549,26.72479504,2023-12-31,Debit,2023-11-14 00:00:00,0.96625523,4.898918188,19.03403373,0.448805331,83467.36646
4869,46,F,North Benjamin,High,Oceanographer,PhD,Single,4,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,3,4,FALSE,TRUE,0.687410682,5,4,312,635.4644236,198120,2021-11-13,2021-07-11,4.294908385,2.371108274,1.269549316,10,-96,2021-07-09,16,0.759823578,1.544810823,Positive,International Transfers,App Issues,High,83.75625738,104.6624995,211155,22.44513848,2023-01-05,Debit,2021-11-13 00:00:00,0.243662726,8.374300726,18.47033984,0.362108734,66423.97663
4870,68,M,North Ashley,Premium,"Social research officer, government",Bachelor,Married,5,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,64,6,FALSE,TRUE,0.64215844,0,9,153,85.8204935,13005,2021-07-13,2021-02-22,1.059531212,1.267580771,3.523075641,5,-99,2021-11-08,12,0.80163819,3.062820108,Neutral,Budgeting Tools,Fees,Low,46.1023803,170.5615924,634169,7.33476294,2022-11-10,Transfer,2021-07-13 00:00:00,0.786070035,2.608573118,5.390501193,0.579348878,95935.11471
4871,48,Other,Lake Sarahmouth,Low,Music tutor,Master,Married,1,Referral,Premium,FALSE,TRUE,TRUE,TRUE,TRUE,4,4,4,TRUE,TRUE,0.592300887,6,4,314,663.7450441,208182,2021-03-19,2023-06-15,4.806023775,1.660917149,4.717402481,1,-99,2021-04-16,19,0.949314613,1.763690808,Positive,,Customer Service,High,83.25671398,177.2885962,401057,12.35841768,2021-10-25,Credit,2021-03-19 00:00:00,0.79208706,1.096568105,9.813566791,0.278839507,98237.48884
4872,67,M,Bradytown,Medium,"Doctor, hospital",PhD,Widowed,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,1,5,FALSE,TRUE,0.98861152,0,5,202,83.68987895,16766,2023-08-01,2021-01-24,3.326694257,3.104260137,1.918670778,4,65,2021-01-05,0,0.882734734,2.80676475,Negative,Budgeting Tools,Customer Service,Medium,1.061330075,310.6236858,125230,1.868362332,2023-08-15,Credit,2023-08-01 00:00:00,0.806334603,2.673440529,3.332978412,0.808851829,26855.46913
4873,37,Other,Michelleland,Low,Veterinary surgeon,PhD,Single,3,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,45,3,TRUE,TRUE,0.684757685,9,1,868,914.7534202,793352,2022-12-30,2021-11-10,2.884940681,2.261679285,3.723677354,1,-64,2023-08-24,11,0.824836311,1.210799888,Negative,Investment Analytics,,High,5.957278393,377.9578881,59954,25.93409812,2023-10-14,Credit,2022-12-30 00:00:00,0.592246187,9.816718157,9.354303995,0.894722553,62413.64532
4874,72,F,Port Cody,High,Manufacturing systems engineer,Bachelor,Single,1,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,74,2,TRUE,TRUE,0.754140183,12,5,560,502.3472009,281120,2021-11-16,2021-02-26,2.422358717,4.278901675,2.375237176,2,37,2021-12-30,12,0.903434685,2.882245421,Neutral,Mobile Deposit,Fees,High,50.08310276,469.733741,752858,9.039241013,2022-10-21,Transfer,2021-11-16 00:00:00,0.031682125,8.676470498,11.25823849,0.181620585,36413.27177
4875,19,M,New Derekfort,Low,"Teacher, special educational needs",PhD,Widowed,4,Online,VIP,TRUE,TRUE,FALSE,FALSE,TRUE,3,8,1,FALSE,TRUE,0.081712011,8,0,819,934.3403941,764946,2021-10-11,2021-06-11,2.503217618,3.488632816,2.484313583,7,-29,2021-03-08,0,0.675788132,1.681586858,Neutral,,App Issues,High,66.70241672,584.4292782,272718,16.40624399,2023-10-27,Debit,2021-10-11 00:00:00,0.675701522,1.633283106,12.07732744,0.651694605,91625.76164
4876,42,Other,Davidton,Low,Chief Marketing Officer,High School,Married,6,Branch,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,7,3,TRUE,FALSE,0.814222511,14,9,107,646.0054721,69122,2022-06-27,2023-02-23,2.978356248,3.925231688,3.059910725,6,-27,2021-10-01,0,0.766047901,1.463713475,Neutral,Investment Analytics,,Low,6.399468907,789.3011465,805970,29.58520358,2023-02-08,Credit,2022-06-27 00:00:00,0.306885221,9.370919132,16.56370237,0.881039338,29072.75923
4877,30,Other,Johnside,Medium,Corporate investment banker,Bachelor,Widowed,2,Branch,VIP,FALSE,FALSE,TRUE,TRUE,FALSE,2,57,1,FALSE,FALSE,0.596716686,17,6,202,407.1823318,82214,2023-01-22,2021-02-21,1.84228806,2.766756379,2.213192739,6,-2,2022-08-20,10,0.542755698,1.334157624,Neutral,Mobile Deposit,Customer Service,Low,77.54617915,274.250037,546228,5.414432992,2023-03-27,Debit,2023-01-22 00:00:00,0.994089944,4.696972484,13.68180763,0.60066677,74829.11708
4878,84,Other,Carterville,Medium,Jewellery designer,Bachelor,Widowed,3,Referral,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,62,6,FALSE,FALSE,0.336661931,6,0,464,785.0009977,364240,2022-05-27,2021-09-25,1.525913475,1.398422492,4.866558267,5,51,2023-01-22,19,0.761289604,3.55243675,Negative,,Fees,High,73.90784354,342.8555314,492337,26.4679186,2023-07-04,Credit,2022-05-27 00:00:00,0.283493676,3.603344848,11.36484069,0.183659445,94313.93154
4879,75,M,West Elizabethberg,High,Product/process development scientist,High School,Widowed,1,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,60,2,TRUE,FALSE,0.581690451,1,1,911,77.39994291,70147,2022-04-23,2023-07-19,3.244036283,3.249426625,1.17456173,10,-77,2023-01-02,9,0.694457999,1.258429095,Negative,,Fees,High,12.31524106,771.5935124,198587,7.758911906,2023-09-10,Credit,2022-04-23 00:00:00,0.321774494,4.999130012,12.47655289,0.238967874,81892.91678
4880,81,M,Lisaberg,Medium,"Engineer, energy",Bachelor,Single,6,Online,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,14,3,FALSE,TRUE,0.625550131,13,3,369,591.1569538,218079,2022-06-09,2023-01-04,2.812648192,2.036734024,3.933650316,2,-6,2021-06-29,15,0.956490713,3.328785923,Positive,International Transfers,,Medium,47.23005418,575.5653122,898677,3.44148165,2022-06-17,Credit,2022-06-09 00:00:00,0.273914358,0.738601358,5.294067693,0.217388107,30857.64652
4881,76,M,Matthewchester,Medium,Insurance account manager,Master,Single,7,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,72,8,FALSE,FALSE,0.260189454,19,4,226,265.0951186,59890,2022-09-08,2022-01-18,3.707927154,3.089287493,1.3248649,4,-97,2021-03-24,2,0.650855019,1.314845458,Positive,Mobile Deposit,Customer Service,Medium,40.97990445,723.2731343,309670,0.660831334,2023-10-26,Credit,2022-09-08 00:00:00,0.65619351,2.943250128,8.937848582,0.264896829,13906.1699
4882,77,F,New Michaelfort,Medium,Warehouse manager,Master,Single,3,Branch,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,41,5,FALSE,FALSE,0.437064671,4,9,942,844.3003755,795048,2021-07-08,2022-05-06,2.970704836,1.446294788,4.415652069,4,-61,2021-12-05,19,0.843348834,2.968648934,Negative,Budgeting Tools,Customer Service,Medium,50.23689448,671.7712198,307104,25.18161692,2023-01-28,Credit,2021-07-08 00:00:00,0.337535766,9.966039614,14.93632684,0.753739389,3636.705412
4883,79,Other,Joannachester,High,"Runner, broadcasting/film/video",Bachelor,Single,5,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,49,2,FALSE,FALSE,0.721347407,9,0,104,891.7230819,92664,2023-03-30,2022-03-31,2.569681643,4.116829083,2.907619744,8,41,2022-09-27,12,0.843812633,1.918959843,Neutral,Budgeting Tools,App Issues,Medium,9.309235161,191.1819127,257693,0.057209792,2023-08-07,Transfer,2023-03-30 00:00:00,0.719946341,8.811787731,12.9257218,0.716155785,32304.13527
4884,33,Other,North Tinamouth,Medium,"Therapist, horticultural",High School,Divorced,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,93,2,FALSE,TRUE,0.225848056,18,0,822,589.6125574,484158,2022-03-22,2022-09-01,2.374220311,2.597551566,1.894510435,3,-1,2022-11-08,18,0.856594174,1.566161639,Neutral,,Fees,Medium,24.84277269,589.139013,221610,28.56606249,2023-08-26,Debit,2022-03-22 00:00:00,0.344539215,9.896024096,15.58213735,0.550565984,83437.99727
4885,32,F,Lake Christopher,Medium,Systems developer,PhD,Widowed,7,Referral,VIP,TRUE,TRUE,TRUE,FALSE,FALSE,3,92,3,FALSE,FALSE,0.836125338,6,4,438,268.265603,117384,2021-06-08,2022-02-01,3.309496769,3.660666204,2.963696445,8,-75,2021-07-24,17,0.840479922,4.841761453,Negative,Budgeting Tools,Fees,Medium,99.81820968,844.8037397,617589,5.504647506,2023-07-25,Debit,2021-06-08 00:00:00,0.933487898,7.915214699,13.59582867,0.138779239,11554.63426
4886,72,F,New Carrie,Medium,"Designer, textile",High School,Widowed,6,Online,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,50,3,FALSE,TRUE,0.07752651,5,5,975,395.0817155,385125,2022-10-27,2022-05-18,2.114905594,2.969599735,4.821678348,8,39,2021-03-21,19,0.941270071,2.393712056,Negative,International Transfers,Fees,Medium,62.28437781,989.2667849,193199,24.36399499,2023-07-18,Transfer,2022-10-27 00:00:00,0.259540216,2.229956815,13.00792056,0.530239306,19568.3511
4887,52,M,West Danielview,Low,Lobbyist,Master,Single,3,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,24,8,TRUE,FALSE,0.581217778,2,2,577,624.282385,360048,2023-09-16,2023-02-14,4.270806997,2.867066157,1.654336896,1,15,2021-06-18,17,0.797979003,2.296602845,Neutral,Budgeting Tools,Customer Service,Medium,65.41269886,86.75947805,868669,25.84907721,2023-11-06,Debit,2023-09-16 00:00:00,0.29165662,7.48856898,0.734562206,0.016738174,16959.97113
4888,72,M,Lucasville,High,"Journalist, magazine",Bachelor,Married,7,Marketing,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,21,5,FALSE,TRUE,0.379686784,12,4,504,430.9943242,216720,2021-12-21,2022-06-18,4.174416973,2.527536021,3.420491684,7,15,2021-03-22,12,0.927694229,4.887582617,Positive,Budgeting Tools,Customer Service,Low,59.6724348,294.5927382,793048,2.547593079,2023-09-23,Transfer,2021-12-21 00:00:00,0.429088136,1.116608217,5.926502828,0.064853126,64065.55433
4889,31,M,New Jason,Low,Environmental health practitioner,High School,Divorced,2,Branch,Premium,TRUE,TRUE,TRUE,FALSE,TRUE,4,97,8,FALSE,FALSE,0.053313401,6,1,446,779.3240765,347434,2023-09-27,2021-04-16,3.575663579,2.931186797,2.897707802,7,-74,2021-01-01,13,0.836804324,4.017154785,Positive,Investment Analytics,Transaction Delays,Medium,73.73894676,15.72820397,188699,11.47634172,2023-12-03,Credit,2023-09-27 00:00:00,0.957726757,6.234526075,2.594231234,0.013978458,4854.975097
4890,66,M,East Brandonport,Premium,Town planner,PhD,Divorced,6,Referral,New,TRUE,TRUE,FALSE,TRUE,FALSE,3,21,4,TRUE,TRUE,0.774486881,1,7,454,375.2456223,170250,2021-07-15,2022-07-18,2.54289126,3.450820533,3.790627676,7,33,2022-01-29,0,0.940638968,3.384786832,Positive,Investment Analytics,,Low,78.31372395,186.5793443,825742,8.305893864,2023-08-20,Debit,2021-07-15 00:00:00,0.124542281,9.098363381,0.832617984,0.840387282,63277.27183
4891,24,M,Port Jennifershire,Medium,Government social research officer,PhD,Married,5,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,93,9,FALSE,FALSE,0.546541841,18,2,820,510.4221248,418200,2022-09-08,2021-06-19,3.408679156,1.896453094,1.69357622,4,-74,2021-12-15,15,0.864361998,1.786557751,Neutral,International Transfers,,High,2.121689741,670.3411843,183444,0.460637087,2023-10-07,Debit,2022-09-08 00:00:00,0.492724256,4.27052823,19.14570384,0.539456776,36273.42086
4892,47,M,Rebeccaport,High,"Presenter, broadcasting",PhD,Single,5,Online,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,73,3,FALSE,TRUE,0.715325825,3,2,147,197.1324164,28959,2021-03-18,2021-10-22,3.487426293,3.857818741,3.382463554,4,-87,2023-03-12,14,0.728850746,3.498180493,Positive,Mobile Deposit,App Issues,Low,42.62212486,456.5275634,91603,12.70020788,2022-05-15,Transfer,2021-03-18 00:00:00,0.478799175,6.381745512,14.24167679,0.889811336,87578.01638
4893,66,F,South Karenton,High,Acupuncturist,PhD,Divorced,1,Marketing,Premium,TRUE,FALSE,TRUE,FALSE,TRUE,3,68,2,TRUE,FALSE,0.380123191,0,8,939,700.8169309,657300,2023-02-21,2021-02-17,3.709806785,2.942483047,4.40353419,5,7,2023-10-02,10,0.635284064,4.174555162,Neutral,Mobile Deposit,,High,97.05817103,567.5149174,350114,14.55719503,2023-08-09,Transfer,2023-02-21 00:00:00,0.738398042,8.063288715,14.87005632,0.653122914,71639.56687
4894,33,F,Samanthachester,Medium,"Producer, television/film/video",High School,Divorced,4,Marketing,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,68,6,FALSE,FALSE,0.859620362,10,3,518,866.5719933,448588,2021-06-10,2021-07-31,2.525901924,3.467123352,1.102154334,9,-79,2021-08-09,9,0.954546225,4.459515668,Positive,International Transfers,,Low,65.78084322,90.12668722,946149,20.38395306,2022-07-04,Credit,2021-06-10 00:00:00,0.332873521,9.654921339,7.89301041,0.788782587,71282.69092
4895,68,F,Lake Mathewton,High,Hydrogeologist,PhD,Widowed,1,Online,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,65,4,TRUE,FALSE,0.08370651,1,9,371,372.9586361,138012,2021-04-25,2021-08-16,2.670980907,2.890400155,4.210329539,7,76,2022-07-02,14,0.566058401,4.463542527,Negative,,,Medium,89.1845895,432.9214688,627259,7.328980294,2023-03-31,Debit,2021-04-25 00:00:00,0.328725574,7.769025478,7.784278174,0.063947073,63645.06553
4896,59,Other,North Clinton,Medium,Copy,Master,Widowed,2,Marketing,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,93,2,FALSE,TRUE,0.233353439,1,2,452,955.168011,431660,2022-11-16,2023-07-30,4.642905891,1.654796103,2.898420334,7,-81,2022-08-20,19,0.934778472,1.373547408,Negative,,App Issues,Low,38.53478795,202.8888871,733035,25.39616113,2023-10-20,Debit,2022-11-16 00:00:00,0.47035446,4.001893285,0.806029616,0.817601305,88522.29941
4897,34,Other,North Patriciaton,Medium,TEFL teacher,PhD,Single,1,Branch,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,63,6,TRUE,TRUE,0.79460315,13,4,650,48.00655894,31200,2022-12-14,2021-09-09,1.442487514,2.311082422,1.766816492,2,30,2023-12-14,5,0.826114201,2.12155525,Positive,Budgeting Tools,Fees,Medium,12.10314477,691.7753585,263511,14.38834821,2023-02-28,Credit,2022-12-14 00:00:00,0.505743158,1.825725161,1.030298871,0.57730006,84802.91599
4898,80,M,Pachecofurt,Medium,Translator,Master,Single,6,Referral,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,21,4,FALSE,TRUE,0.954679256,17,5,632,228.1391573,144096,2023-06-09,2021-08-08,1.526444847,2.362399783,3.43303706,8,27,2021-05-27,0,0.805107162,2.923826627,Negative,Mobile Deposit,Transaction Delays,Medium,17.88977112,425.9301773,288117,20.12028722,2023-11-07,Debit,2023-06-09 00:00:00,0.219709169,6.743795421,2.872778788,0.353238059,37681.22482
4899,62,F,West Erikside,Medium,Advice worker,High School,Widowed,3,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,12,4,TRUE,TRUE,0.84644572,10,9,171,418.3309035,71478,2023-05-04,2021-10-18,4.962455822,2.620725101,2.200199931,6,100,2022-08-06,17,0.768162392,2.897160279,Negative,International Transfers,Fees,Low,34.65309695,663.2138639,301559,14.04503038,2023-12-18,Debit,2023-05-04 00:00:00,0.596105825,2.340028486,19.06166383,0.36220521,72563.38269
4900,24,Other,North Matthew,High,"Producer, television/film/video",Master,Widowed,6,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,88,4,TRUE,FALSE,0.230860396,1,0,567,430.2073726,243810,2021-09-04,2022-08-02,3.493399623,2.276166341,4.940683112,10,-21,2021-10-11,6,0.64619137,2.94645679,Negative,Budgeting Tools,,High,95.08619026,130.6439851,728092,2.443207605,2022-02-21,Debit,2021-09-04 00:00:00,0.085855307,9.679100914,5.80020829,0.947870191,2456.089924
4901,44,Other,Lake Samantha,Medium,"Geologist, wellsite",High School,Widowed,1,Branch,Regular,FALSE,TRUE,TRUE,TRUE,FALSE,3,26,4,TRUE,TRUE,0.348538535,5,6,381,795.4646819,302895,2022-04-10,2022-06-21,2.834712515,3.698917799,2.083333282,9,100,2021-05-14,5,0.803960223,4.750423337,Negative,International Transfers,App Issues,High,96.94863297,123.452791,824311,29.96987715,2023-04-21,Debit,2022-04-10 00:00:00,0.480740985,7.802861057,0.184110364,0.945621784,20762.79611
4902,27,F,Lake Lisafort,High,Public relations officer,PhD,Married,4,Branch,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,46,8,FALSE,FALSE,0.765496167,6,3,631,888.3129338,560328,2021-01-24,2022-01-05,1.480038556,4.976851584,3.858285241,7,76,2023-08-05,13,0.738245494,2.592922729,Positive,International Transfers,Customer Service,Medium,86.31205628,590.2833615,28778,23.35781811,2022-02-08,Credit,2021-01-24 00:00:00,0.357592966,6.702084924,18.38103365,0.696895196,51195.18456
4903,51,Other,Lake Jean,Medium,Customer service manager,Bachelor,Divorced,6,Marketing,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,90,1,TRUE,TRUE,0.946271955,9,8,246,310.0455881,76260,2023-02-23,2021-07-10,3.575729757,3.824902682,3.007565952,3,-5,2022-06-17,12,0.699645967,4.257494739,Positive,Investment Analytics,,Low,56.44155285,892.7653869,292082,29.43571338,2023-05-15,Credit,2023-02-23 00:00:00,0.829986042,7.959428613,14.51123592,0.794146511,76234.54545
4904,53,Other,Lake Susan,Medium,Waste management officer,Master,Single,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,20,9,FALSE,FALSE,0.289247314,0,1,744,642.3676293,477648,2021-04-21,2021-06-08,4.102424331,4.83560831,2.579432976,9,-76,2021-11-19,1,0.820630925,2.905870758,Positive,International Transfers,App Issues,Low,56.60529328,748.1729128,141194,24.66710225,2022-10-11,Debit,2021-04-21 00:00:00,0.24350615,3.066057364,11.31323531,0.748455717,75209.40947
4905,42,F,South Adam,Premium,Paramedic,Master,Single,6,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,30,3,TRUE,TRUE,0.386342106,5,1,649,556.1106989,360844,2022-09-17,2023-10-10,3.124747299,3.953164426,3.103045948,6,-74,2023-11-21,9,0.540926895,2.741859063,Positive,International Transfers,Customer Service,High,83.65899034,806.6588958,866137,13.72347935,2023-12-24,Debit,2022-09-17 00:00:00,0.763250944,0.257901996,3.907142729,0.780344507,83117.96795
4906,23,Other,Barbaraborough,High,Pharmacologist,Bachelor,Married,4,Marketing,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,78,5,FALSE,TRUE,0.022872503,19,9,833,185.7328406,154105,2023-12-10,2023-01-11,1.197128934,3.346563091,2.220968298,7,29,2021-07-16,11,0.80249227,4.775198722,Neutral,Mobile Deposit,Fees,Medium,6.619150978,207.4691411,208285,20.71191135,2023-12-15,Transfer,2023-12-10 00:00:00,0.476019198,3.696397723,12.92256021,0.714980379,35212.86416
4907,41,F,Kelleyton,High,Therapeutic radiographer,High School,Widowed,6,Online,VIP,FALSE,TRUE,FALSE,TRUE,FALSE,2,37,5,TRUE,TRUE,0.504401866,13,1,691,332.7753202,229412,2021-03-26,2022-03-02,3.042590907,3.822643713,2.846584552,6,-79,2023-10-14,5,0.998805537,2.195935118,Positive,International Transfers,,High,42.70794403,513.8129751,503890,25.06367961,2023-03-30,Debit,2021-03-26 00:00:00,0.899684993,5.518688945,5.381505773,0.073814801,21863.52543
4908,35,Other,Clarkfurt,High,Industrial buyer,High School,Divorced,2,Referral,Regular,TRUE,FALSE,TRUE,FALSE,TRUE,3,38,4,TRUE,FALSE,0.088161737,5,9,447,29.57923798,12963,2022-10-16,2023-03-12,1.610664912,4.266928249,2.500476589,4,-35,2022-04-04,7,0.521366394,2.201240772,Neutral,International Transfers,App Issues,Low,63.01235494,885.6367152,851445,19.31120021,2023-07-17,Debit,2022-10-16 00:00:00,0.451551444,8.180952019,13.3882494,0.626643781,80115.03737
4909,23,F,Port Allison,Premium,Biomedical scientist,PhD,Widowed,5,Branch,Premium,FALSE,FALSE,TRUE,FALSE,TRUE,2,35,4,TRUE,FALSE,0.085592934,8,9,696,310.7665645,215760,2021-11-03,2021-07-26,2.729892972,4.334640225,3.588562177,8,-53,2022-08-05,17,0.737265865,4.375831982,Neutral,Budgeting Tools,,High,10.48250148,937.0666121,709692,19.51692193,2021-11-04,Credit,2021-11-03 00:00:00,0.741308372,9.460209906,14.10713957,0.585507196,52167.4266
4910,46,Other,Derekshire,Medium,Primary school teacher,Master,Single,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,99,7,TRUE,FALSE,0.761316136,4,7,721,114.4225749,82194,2022-11-01,2023-10-03,2.170601571,1.512915037,3.888434184,5,80,2021-03-07,0,0.726821321,2.785954391,Negative,Investment Analytics,,High,9.545291023,66.46543685,824071,6.024588478,2023-11-25,Debit,2022-11-01 00:00:00,0.047491471,0.547168818,5.539282755,0.362880069,6400.896313
4911,42,Other,Bartlettport,High,"Teacher, secondary school",High School,Married,2,Branch,New,TRUE,FALSE,TRUE,FALSE,TRUE,3,64,4,FALSE,FALSE,0.343919902,9,1,233,899.3974786,209467,2023-10-26,2021-02-14,1.52278643,3.501972164,4.074405729,7,18,2023-03-17,5,0.536988211,3.440115072,Neutral,Budgeting Tools,Customer Service,Medium,23.96953483,167.8831539,852429,3.289538607,2023-11-09,Debit,2023-10-26 00:00:00,0.727824292,0.199664376,4.934162223,0.250676139,767.4073788
4912,72,F,Johnville,Medium,Water engineer,PhD,Divorced,4,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,10,3,FALSE,TRUE,0.935639754,6,3,988,899.9209058,888212,2022-03-29,2023-04-28,1.189784172,1.639831706,4.144629807,10,28,2022-11-25,9,0.746549417,1.267676932,Neutral,International Transfers,Customer Service,High,58.88601313,112.2051565,772709,22.03475577,2023-09-19,Debit,2022-03-29 00:00:00,0.740781601,5.673300892,13.54635102,0.677309074,93141.97239
4913,63,Other,Scottfort,Low,Occupational hygienist,High School,Divorced,4,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,9,TRUE,FALSE,0.716083572,7,9,383,683.3996383,261589,2021-11-10,2021-05-31,3.395355217,3.92010848,2.414271209,2,81,2021-11-30,6,0.575068868,3.094870191,Neutral,Budgeting Tools,,High,83.92900916,177.768899,430012,16.96863478,2022-06-21,Transfer,2021-11-10 00:00:00,0.182540828,2.864283777,15.23198554,0.001738731,82849.5136
4914,41,F,North Richardborough,Low,Radio producer,Bachelor,Divorced,5,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,33,4,TRUE,FALSE,0.294762239,11,0,881,992.8966759,873952,2021-04-14,2023-09-24,3.290978986,1.022124436,3.461543786,9,-62,2023-08-27,16,0.911069955,3.176922301,Neutral,Investment Analytics,,Medium,60.5385233,165.7725101,63272,21.97404506,2021-09-18,Credit,2021-04-14 00:00:00,0.328391956,8.508968262,3.08889148,0.483684586,60302.59232
4915,43,F,Hayleyshire,Medium,Advertising copywriter,Bachelor,Divorced,3,Marketing,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,4,4,FALSE,TRUE,0.68188202,7,3,140,584.0861005,81760,2023-03-16,2021-06-06,1.638572609,3.565105075,3.025163047,9,-91,2023-07-16,6,0.950148535,3.505310639,Positive,International Transfers,Fees,High,66.75071775,479.8269951,590921,17.48532077,2023-07-19,Debit,2023-03-16 00:00:00,0.496035503,8.466514958,19.75374619,0.079777761,95732.08005
4916,45,Other,Port Danielle,Medium,"Surveyor, planning and development",Bachelor,Married,2,Branch,Premium,TRUE,TRUE,TRUE,TRUE,FALSE,4,19,8,FALSE,TRUE,0.865599837,9,5,558,208.4805195,116064,2023-07-02,2022-03-07,4.671268369,1.195789576,3.560298233,8,-89,2023-01-05,19,0.912030889,1.339699761,Negative,Mobile Deposit,Transaction Delays,Low,32.69921741,341.2500546,454682,0.377998541,2023-10-05,Transfer,2023-07-02 00:00:00,0.871620128,9.769642597,0.891583334,0.09213783,33265.11976
4917,20,M,Lake Johnton,High,"Accountant, chartered certified",PhD,Single,4,Online,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,62,7,FALSE,FALSE,0.436037128,8,5,361,885.8285765,319485,2023-10-31,2023-05-10,4.497884592,4.604352434,2.415867045,8,64,2023-11-09,1,0.964079273,4.448846993,Negative,Mobile Deposit,Fees,Low,41.16295119,89.72703185,205015,29.18296537,2023-11-13,Transfer,2023-10-31 00:00:00,0.276455269,2.27262871,1.832514251,0.500542753,68770.41454
4918,55,Other,East Julie,High,Surgeon,Master,Divorced,7,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,44,4,TRUE,FALSE,0.561771681,15,2,871,216.3108092,188136,2021-07-04,2023-02-08,2.076270536,3.976480541,1.765423008,6,-55,2022-09-20,9,0.82364488,2.680306622,Positive,Budgeting Tools,,Medium,78.81814527,329.2674559,880294,3.686270416,2021-08-15,Debit,2021-07-04 00:00:00,0.563011026,0.634082328,6.334223574,0.710822397,73686.97244
4919,78,M,Lake Ralphborough,Medium,"Therapist, nutritional",Bachelor,Divorced,4,Referral,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,41,8,FALSE,TRUE,0.217488392,14,8,784,274.3072799,214816,2022-03-31,2022-10-05,3.016687548,4.68324249,3.903865214,4,-84,2022-08-25,14,0.921791079,2.184399219,Negative,International Transfers,Transaction Delays,Medium,78.28840701,901.6561866,189759,21.31621706,2023-06-21,Debit,2022-03-31 00:00:00,0.320866387,8.949414529,4.331039167,0.528926878,91247.1442
4920,68,M,Susanshire,Low,"Programmer, systems",Bachelor,Single,1,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,12,2,TRUE,TRUE,0.402208702,8,4,78,662.1398671,51636,2023-06-04,2023-07-13,3.026319132,2.940209614,2.51273541,5,30,2023-04-02,8,0.749612881,3.303775201,Negative,Investment Analytics,,Low,98.98900791,467.9769971,236268,18.44189399,2023-10-12,Credit,2023-06-04 00:00:00,0.275319134,6.816478203,1.220999803,0.523505244,15650.32975
4921,65,Other,Lake Jasonville,Medium,Information systems manager,High School,Widowed,6,Referral,Regular,FALSE,TRUE,FALSE,TRUE,TRUE,3,8,9,FALSE,FALSE,0.579049349,13,8,454,138.3054507,62652,2022-08-17,2021-11-26,1.720882897,1.011227494,3.927289549,6,-16,2023-05-07,7,0.895092362,3.173129729,Negative,,Customer Service,Low,1.69026491,737.9143001,492831,7.433814893,2023-05-07,Credit,2022-08-17 00:00:00,0.721638727,9.047169447,18.0305058,0.076955646,47418.46554
4922,38,M,South Danielborough,Medium,Research scientist (medical),Bachelor,Divorced,3,Referral,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,4,2,TRUE,FALSE,0.615478299,0,1,559,613.7149802,342667,2023-03-19,2022-01-04,2.582802063,4.737525611,3.829725192,6,-25,2022-04-27,9,0.973277657,1.747036141,Neutral,Investment Analytics,,Medium,71.37107071,247.7906592,661343,24.83314082,2023-09-10,Debit,2023-03-19 00:00:00,0.462176207,7.6501764,3.268464187,0.711860223,87207.03653
4923,71,F,Thomasville,High,Freight forwarder,Master,Divorced,5,Marketing,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,37,3,FALSE,FALSE,0.720034394,15,2,444,309.7832203,137196,2021-10-31,2022-09-04,3.550947822,2.074096907,4.973058418,1,86,2022-09-26,11,0.690340866,2.221051639,Negative,,,Low,97.22727752,471.2317721,235237,7.855314438,2023-01-11,Debit,2021-10-31 00:00:00,0.469299119,5.648726721,5.898245534,0.190493902,78245.35257
4924,73,F,Markchester,Low,"Surveyor, land/geomatics",PhD,Widowed,7,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,95,6,TRUE,TRUE,0.957353189,6,6,569,629.8041589,357901,2021-09-28,2021-01-21,3.002129932,2.338166806,2.462473548,1,54,2022-10-31,2,0.917080469,3.766939562,Positive,Investment Analytics,Fees,High,91.30796799,884.7348048,729785,2.112631961,2023-03-30,Debit,2021-09-28 00:00:00,0.542023126,3.803054339,7.617240853,0.431083452,57199.47643
4925,76,M,Kellerview,Medium,Management consultant,Bachelor,Single,2,Online,Premium,FALSE,FALSE,FALSE,FALSE,TRUE,1,93,7,TRUE,TRUE,0.838537369,10,4,63,800.1705557,50400,2022-11-20,2022-01-01,2.525343945,3.213519958,3.731365864,9,-86,2022-03-08,0,0.737056343,1.843844614,Negative,,Fees,High,37.1352849,897.5323565,207654,20.79370395,2023-11-27,Debit,2022-11-20 00:00:00,0.750137352,5.366382672,0.21331118,0.801375955,7946.334796
4926,68,F,Alvaradoberg,Premium,Waste management officer,PhD,Single,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,48,9,FALSE,FALSE,0.851587232,1,8,286,400.3461042,114400,2021-06-19,2021-03-06,2.75519717,1.868148909,3.772790287,5,72,2022-05-08,7,0.806390884,2.885758462,Negative,Mobile Deposit,Transaction Delays,Medium,47.90095739,158.379396,816002,9.781992802,2022-04-20,Credit,2021-06-19 00:00:00,0.516272278,4.413299126,1.947974852,0.975054222,5023.430372
4927,37,Other,South Michael,High,"Teacher, English as a foreign language",PhD,Divorced,6,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,91,8,FALSE,TRUE,0.557512027,17,1,749,337.7151426,252413,2023-09-02,2021-08-29,3.572733094,4.839399313,4.75437736,7,-60,2023-08-03,17,0.941385681,4.495161435,Positive,Mobile Deposit,,Medium,48.18964673,342.5349615,715983,4.892946645,2023-11-28,Credit,2023-09-02 00:00:00,0.20663644,5.458629211,9.61948906,0.632726241,60651.53035
4928,76,F,South Tracy,High,Higher education careers adviser,Master,Single,2,Branch,VIP,FALSE,FALSE,FALSE,TRUE,TRUE,2,27,6,TRUE,TRUE,0.144173504,6,8,474,337.4333953,159738,2021-04-11,2022-12-04,4.683432818,1.518632657,2.995408878,6,94,2021-11-01,11,0.940444731,1.101744835,Negative,,App Issues,Medium,62.40237069,346.9713749,222140,5.287057407,2023-12-01,Transfer,2021-04-11 00:00:00,0.728059418,8.762138586,5.121147804,0.539538677,32942.05748
4929,26,M,Samuelview,High,"Optician, dispensing",High School,Widowed,5,Branch,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,42,8,FALSE,FALSE,0.635492021,2,7,84,364.1195203,30576,2023-03-29,2022-12-12,4.671124396,2.336127876,3.659313343,4,32,2021-11-14,8,0.871080277,4.355406373,Positive,Budgeting Tools,Transaction Delays,Medium,39.61346208,298.5004876,244229,0.473466352,2023-10-31,Transfer,2023-03-29 00:00:00,0.949142965,3.336553123,9.369694577,0.649601776,29708.42174
4930,18,Other,South Steventon,Medium,Health and safety adviser,High School,Married,3,Online,New,TRUE,FALSE,FALSE,TRUE,TRUE,3,69,5,TRUE,TRUE,0.406258307,15,4,5,785.74014,3925,2022-06-22,2023-09-19,4.37784841,4.847474975,4.018930911,1,61,2021-03-17,5,0.656256626,4.460274233,Negative,International Transfers,App Issues,Medium,14.19319032,420.0501451,946918,9.134766001,2023-10-31,Debit,2022-06-22 00:00:00,0.619300011,2.250569946,13.64398745,0.59518449,19685.46948
4931,46,F,Lake Stephenport,Low,Call centre manager,PhD,Widowed,1,Online,VIP,FALSE,TRUE,FALSE,FALSE,TRUE,2,40,9,TRUE,TRUE,0.03184081,3,0,655,436.2530472,285580,2021-06-24,2021-01-11,2.795644841,4.965480191,4.957767957,6,90,2021-06-12,7,0.543277058,3.881805193,Negative,,Fees,Low,84.30731736,471.5709436,51532,8.286935491,2022-08-17,Credit,2021-06-24 00:00:00,0.949073495,0.174559211,11.48543604,0.817990162,87190.49549
4932,80,Other,South Daniel,High,Sales executive,Bachelor,Widowed,3,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,43,4,TRUE,FALSE,0.194853717,2,9,890,716.4461162,637240,2023-03-28,2021-11-21,4.963574357,3.566234245,2.836515819,6,-3,2021-05-01,9,0.993384779,3.410998034,Positive,Budgeting Tools,Fees,Medium,57.32107066,533.7189077,192126,14.45539278,2023-12-06,Debit,2023-03-28 00:00:00,0.498184759,3.587794802,14.85429014,0.933758413,66882.87707
4933,73,M,Donaldview,High,"Engineer, biomedical",PhD,Married,1,Branch,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,28,1,FALSE,FALSE,0.759074386,3,0,799,742.4061831,592858,2023-10-25,2023-12-05,1.635390132,4.138553968,2.026351047,2,-16,2021-08-30,4,0.784243742,2.847991262,Negative,Investment Analytics,App Issues,Medium,95.68437548,52.01786001,265846,14.38204769,2023-12-28,Debit,2023-10-25 00:00:00,0.324286328,0.783093869,19.65274349,0.237287481,80200.93518
4934,52,F,South Kayla,Medium,Translator,High School,Widowed,2,Marketing,New,TRUE,FALSE,FALSE,FALSE,TRUE,2,67,8,FALSE,FALSE,0.631005188,12,6,914,537.5459875,490818,2023-06-09,2022-06-06,2.847650883,3.307584118,3.421921089,6,40,2021-10-30,7,0.555301238,3.666777442,Neutral,,Transaction Delays,Low,27.52388897,241.1384156,492936,20.3798346,2023-06-13,Debit,2023-06-09 00:00:00,0.047299715,7.581123487,7.781444077,0.237943242,72947.36805
4935,20,Other,Floydhaven,Low,Retail merchandiser,Bachelor,Divorced,3,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,81,5,TRUE,TRUE,0.978431538,13,1,589,460.7572422,270940,2021-09-25,2021-09-07,3.160791233,2.856987042,2.736179462,10,-12,2021-08-09,9,0.979703487,4.226366388,Neutral,Mobile Deposit,Transaction Delays,High,58.81724763,649.2433693,103064,15.36417906,2023-06-12,Credit,2021-09-25 00:00:00,0.849754208,0.504488384,15.08949403,0.94006441,28613.89779
4936,24,Other,New Shawnport,High,Immigration officer,High School,Divorced,3,Referral,Regular,TRUE,FALSE,TRUE,TRUE,TRUE,4,78,9,TRUE,TRUE,0.923445638,9,0,427,384.636587,163968,2021-10-04,2022-01-30,4.893905581,2.382238231,1.392452477,8,-87,2023-07-09,2,0.728633314,1.934872689,Negative,International Transfers,,Medium,10.12424124,667.4577532,882441,24.4122063,2022-11-16,Credit,2021-10-04 00:00:00,0.191934363,6.668388381,3.80222547,0.477429272,91957.64053
4937,44,F,South James,Low,"Clinical scientist, histocompatibility and immunogenetics",Master,Single,3,Referral,Regular,TRUE,TRUE,FALSE,TRUE,FALSE,3,24,3,TRUE,TRUE,0.594259399,13,2,11,658.5294316,7238,2023-09-12,2021-03-02,2.924256429,1.941176518,2.785074123,10,-40,2021-09-16,17,0.981134762,4.639054813,Positive,Mobile Deposit,Fees,Low,22.14593399,611.4260382,364865,26.23319868,2023-10-17,Transfer,2023-09-12 00:00:00,0.368597754,7.983324114,0.376166742,0.757475984,96551.33521
4938,18,Other,Maryfurt,Low,Paediatric nurse,High School,Single,5,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,67,9,FALSE,FALSE,0.154941454,16,1,894,519.3265381,463986,2022-02-10,2021-02-17,3.610730533,2.064196816,3.777861323,10,30,2021-11-02,6,0.682590068,2.141133949,Neutral,Investment Analytics,App Issues,Low,72.57661969,213.7015611,555884,16.55825828,2023-01-07,Transfer,2022-02-10 00:00:00,0.741828253,1.340128209,18.45817746,0.424044229,65612.99763
4939,61,Other,Ethanbury,Medium,"Psychologist, counselling",Bachelor,Widowed,2,Marketing,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,13,8,TRUE,FALSE,0.336345776,13,2,768,298.7986755,228864,2023-09-27,2023-11-27,1.937599379,2.948725759,2.836367013,10,30,2021-05-31,8,0.954673758,1.054328968,Negative,Investment Analytics,Transaction Delays,Medium,60.07492712,423.3712383,97224,25.42680879,2023-12-06,Transfer,2023-09-27 00:00:00,0.567372147,7.598298058,8.639258123,0.787725,81446.61562
4940,58,M,Conwaytown,Medium,Financial manager,Bachelor,Divorced,7,Branch,Premium,TRUE,TRUE,TRUE,FALSE,FALSE,3,58,6,TRUE,TRUE,0.233010694,4,8,51,537.5670838,27387,2023-03-21,2023-11-15,3.092898905,4.773115991,3.285922196,2,-56,2022-08-02,6,0.926671249,3.756578306,Neutral,Budgeting Tools,App Issues,Medium,98.23123163,529.8169228,304253,29.70859714,2023-07-11,Transfer,2023-03-21 00:00:00,0.562691049,7.417636971,10.32385635,0.109379982,50783.40112
4941,59,M,Lake Todd,Low,Homeopath,PhD,Divorced,1,Online,Regular,FALSE,FALSE,TRUE,FALSE,FALSE,1,61,8,TRUE,TRUE,0.470516286,2,8,396,661.4429394,261756,2022-02-06,2021-11-09,3.629715763,4.480092062,3.838801673,8,-83,2022-11-13,7,0.735629115,4.669044603,Neutral,Mobile Deposit,,High,35.6604902,181.4105619,100692,19.85698092,2023-06-12,Transfer,2022-02-06 00:00:00,0.189754322,2.885612629,0.7482644,0.011426832,55607.88512
4942,50,M,New William,Low,Proofreader,Bachelor,Married,3,Branch,Regular,FALSE,TRUE,FALSE,TRUE,FALSE,2,16,8,TRUE,FALSE,0.800573437,18,8,503,549.1073531,276147,2023-12-10,2022-03-19,1.912571648,2.309419639,3.031243891,6,59,2022-10-18,15,0.65617107,4.469931163,Neutral,Investment Analytics,App Issues,High,53.11907142,954.9746369,630198,5.729078784,2023-12-18,Credit,2023-12-10 00:00:00,0.907639969,3.242632059,9.107050385,0.444773728,56948.07518
4943,67,M,North Joseph,High,"Scientist, physiological",Master,Single,2,Branch,Premium,TRUE,TRUE,FALSE,TRUE,TRUE,4,97,7,FALSE,FALSE,0.821848399,14,5,373,24.87158914,8952,2022-05-20,2023-01-18,3.087465864,4.80835674,1.386785138,7,-1,2022-05-05,10,0.870243012,1.761273308,Negative,Budgeting Tools,Customer Service,Medium,99.94738736,548.3438984,129292,16.00106436,2023-03-03,Credit,2022-05-20 00:00:00,0.071670432,9.7876172,2.396149614,0.078530494,22726.8933
4944,80,M,Alexaville,Medium,Lobbyist,High School,Divorced,7,Online,Regular,TRUE,FALSE,FALSE,FALSE,TRUE,2,18,7,TRUE,FALSE,0.178065719,8,2,440,993.2458791,436920,2022-05-12,2021-08-24,3.631823359,1.630267555,3.76861134,10,-57,2023-09-14,14,0.925208151,4.809704793,Negative,International Transfers,App Issues,Low,5.017732124,74.24798377,804848,1.833731578,2023-12-21,Transfer,2022-05-12 00:00:00,0.257074107,2.658148293,19.49074419,0.996416087,78026.96649
4945,54,M,Michellehaven,Medium,"Engineer, maintenance",PhD,Widowed,6,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,28,3,TRUE,FALSE,0.549087676,8,5,979,759.415123,743061,2021-05-27,2022-03-21,2.108475837,3.172594371,1.776727242,1,-8,2023-06-11,13,0.521336305,4.761611373,Neutral,Mobile Deposit,,High,60.94757039,779.0790369,879785,23.38291388,2022-04-25,Transfer,2021-05-27 00:00:00,0.127741139,6.186176155,6.739491917,0.467415525,80464.1242
4946,76,F,Julietown,Medium,Oceanographer,PhD,Divorced,5,Referral,Regular,FALSE,TRUE,TRUE,FALSE,FALSE,2,85,7,TRUE,TRUE,0.676732642,9,2,403,251.0540471,101153,2022-06-30,2021-03-02,2.862411019,3.7579152,3.863719407,3,2,2023-04-20,16,0.612419728,3.611256031,Negative,Budgeting Tools,,High,97.67378566,998.2802621,495827,1.272442711,2023-10-29,Debit,2022-06-30 00:00:00,0.003422276,3.392269716,14.13293925,0.201585385,48293.30971
4947,65,M,New Susanville,Premium,Television camera operator,Bachelor,Single,5,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,77,3,TRUE,FALSE,0.396631613,15,7,897,763.0451741,684411,2023-05-31,2022-11-02,4.257166328,4.767263969,2.227177351,2,-64,2021-09-09,14,0.71494903,2.022329472,Neutral,International Transfers,App Issues,High,28.94426638,156.2399845,209476,14.46661564,2023-08-24,Debit,2023-05-31 00:00:00,0.172130029,8.347289642,18.70584501,0.899349084,34951.52135
4948,22,Other,West Johnny,Low,Software engineer,Master,Widowed,6,Referral,New,FALSE,TRUE,TRUE,FALSE,FALSE,2,99,9,FALSE,TRUE,0.90543661,7,4,654,770.0554145,503580,2022-10-25,2021-10-11,3.152752203,1.941411671,3.147598428,4,-2,2022-09-12,3,0.603937875,2.673771697,Negative,Budgeting Tools,Transaction Delays,High,1.271375896,39.63015621,702036,27.91856701,2023-01-08,Credit,2022-10-25 00:00:00,0.345667433,2.237011002,16.0024385,0.827724312,68438.217
4949,65,F,Port Susan,Low,"Social research officer, government",PhD,Single,2,Marketing,New,FALSE,FALSE,FALSE,TRUE,TRUE,2,65,5,TRUE,TRUE,0.35901908,6,1,337,604.8193108,203548,2021-07-03,2022-03-27,1.86110916,2.23196832,1.257512317,7,-74,2022-03-06,12,0.635653771,3.141921411,Positive,Mobile Deposit,,Medium,24.80872328,552.2001945,903359,25.45511227,2021-09-22,Debit,2021-07-03 00:00:00,0.130380711,3.313706113,15.65125854,0.817417156,54872.59031
4950,20,Other,Lake Tyler,High,Clinical biochemist,Master,Divorced,1,Referral,VIP,TRUE,FALSE,TRUE,FALSE,FALSE,2,44,8,FALSE,FALSE,0.490134798,13,4,578,628.362978,362984,2021-08-19,2021-06-20,1.856914115,1.467900457,2.14354518,8,-61,2023-08-28,3,0.757378861,3.108047599,Positive,International Transfers,,Low,49.06773098,67.00558293,533905,1.494370468,2022-04-12,Transfer,2021-08-19 00:00:00,0.331021486,4.866011442,15.30462421,0.196719318,1871.556983
4951,64,M,East Susanmouth,Low,Museum/gallery conservator,Master,Divorced,2,Marketing,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,70,3,TRUE,TRUE,0.586835822,17,2,615,169.6386535,103935,2023-04-28,2021-09-17,3.826493876,2.344890174,4.698704141,8,51,2021-03-11,18,0.691451555,3.318329147,Negative,International Transfers,,High,14.24441234,94.35308454,696157,11.46676659,2023-07-28,Credit,2023-04-28 00:00:00,0.789034938,4.536242677,10.57718522,0.953675245,91683.28343
4952,79,M,Bradleytown,Medium,"Horticulturist, commercial",High School,Divorced,2,Marketing,Regular,FALSE,TRUE,TRUE,TRUE,TRUE,4,27,3,FALSE,FALSE,0.427352516,14,1,505,378.3857065,190890,2023-05-18,2022-07-03,2.129507497,4.35063542,3.100281378,8,83,2023-01-16,17,0.967228431,2.024209146,Positive,,Fees,Low,55.9781199,540.6522045,196285,9.774128831,2023-10-27,Transfer,2023-05-18 00:00:00,0.196985582,8.527674835,6.817669422,0.253129474,74339.17109
4953,31,Other,Leeville,Medium,Television/film/video producer,High School,Single,4,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,58,3,TRUE,FALSE,0.963635122,11,9,422,592.209139,249824,2023-01-19,2022-07-15,1.096806187,2.663824098,4.630907467,5,63,2021-11-17,18,0.920930062,1.763825165,Negative,Budgeting Tools,App Issues,Medium,75.01079507,957.3996338,953431,2.132405028,2023-05-01,Credit,2023-01-19 00:00:00,0.031257182,4.97056798,18.04381545,0.381356593,49045.94953
4954,80,Other,Jenniferchester,Premium,"Social research officer, government",High School,Widowed,7,Referral,Premium,TRUE,TRUE,FALSE,FALSE,TRUE,3,53,8,FALSE,FALSE,0.760465351,9,9,981,86.87124119,84366,2022-12-15,2023-09-14,4.409609263,4.955048556,4.759283088,9,33,2023-03-12,10,0.604108412,4.898532965,Negative,Mobile Deposit,,Medium,16.10979806,88.59697043,923586,3.32124075,2023-01-25,Transfer,2022-12-15 00:00:00,0.867647086,5.237862372,4.124731833,0.443654145,88628.21977
4955,78,Other,Heatherview,High,Air broker,Master,Divorced,5,Referral,VIP,TRUE,FALSE,TRUE,TRUE,FALSE,3,7,9,FALSE,TRUE,0.82908357,4,7,916,978.2969665,895848,2022-01-26,2022-02-13,1.074729609,2.586589493,2.107972705,6,98,2022-01-28,5,0.974108906,1.491379491,Negative,International Transfers,Transaction Delays,High,39.48470645,559.2809915,445770,16.94354597,2023-05-30,Transfer,2022-01-26 00:00:00,0.280064456,7.387375619,7.31467742,0.787663286,96964.37485
4956,48,F,Lake Richard,Premium,Geochemist,High School,Divorced,1,Referral,VIP,TRUE,FALSE,TRUE,FALSE,TRUE,3,92,7,FALSE,FALSE,0.752630258,16,8,180,110.8120133,19800,2022-10-19,2021-07-08,3.196342617,3.870905,4.623680475,8,-84,2022-12-08,9,0.60847448,2.299508256,Neutral,International Transfers,App Issues,Low,46.64774619,513.6021178,986615,9.750442179,2023-04-02,Debit,2022-10-19 00:00:00,0.107602981,6.465021305,14.37476812,0.22943278,18146.22345
4957,34,M,Codyfort,Low,Horticultural consultant,PhD,Divorced,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,9,1,FALSE,TRUE,0.588106736,5,2,407,409.5179786,166463,2022-12-07,2022-12-15,1.89108426,2.598856359,3.630115149,4,88,2021-05-16,7,0.798267246,4.881784417,Negative,,Fees,Low,64.85169743,619.2462353,446107,1.296925846,2023-06-01,Transfer,2022-12-07 00:00:00,0.427010102,7.724021856,10.11410807,0.890699487,80224.2047
4958,41,Other,East Mark,High,Interpreter,PhD,Married,6,Marketing,Regular,FALSE,FALSE,TRUE,TRUE,TRUE,3,20,6,TRUE,TRUE,0.028164098,18,9,94,914.4001909,85916,2021-02-19,2022-08-26,4.108426424,1.953401349,3.176522837,1,54,2021-04-11,19,0.653446443,3.887128679,Neutral,,App Issues,Medium,66.03653386,880.7641949,672348,25.54159024,2022-12-26,Transfer,2021-02-19 00:00:00,0.279990024,2.191976935,11.11153905,0.09033526,80614.98309
4959,40,M,Michaelbury,Low,Administrator,Bachelor,Married,2,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,34,3,FALSE,FALSE,0.764743379,16,3,577,25.0839152,14425,2022-09-17,2023-08-15,1.555539232,1.712858391,2.620967941,5,-57,2021-03-06,3,0.642351997,3.250939128,Negative,Budgeting Tools,Fees,High,54.54321528,478.1641489,648947,16.35315424,2023-07-21,Debit,2022-09-17 00:00:00,0.555168374,5.212889511,10.30906939,0.988827644,31547.50996
4960,67,Other,Trevorchester,High,Trade union research officer,Master,Widowed,6,Marketing,New,FALSE,TRUE,FALSE,TRUE,FALSE,2,3,1,TRUE,TRUE,0.6126942,13,6,6,686.4110902,4116,2021-12-13,2023-10-13,4.419715028,1.694921814,2.008971448,3,25,2022-06-01,19,0.770150408,1.055194045,Neutral,Investment Analytics,Fees,Medium,5.082527381,573.4549797,114881,21.09518388,2023-09-17,Transfer,2021-12-13 00:00:00,0.934759746,5.481014993,0.072851809,0.959989478,4835.403768
4961,44,M,Lake Charlesshire,High,Dietitian,High School,Single,5,Online,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,52,2,TRUE,FALSE,0.080732643,15,6,207,394.4957125,81558,2022-12-18,2023-06-13,3.282558415,3.583900929,2.596821198,9,97,2023-03-09,3,0.973454067,4.486611876,Negative,Investment Analytics,,Medium,51.31842348,580.7589926,237056,20.87905169,2023-03-09,Debit,2022-12-18 00:00:00,0.174069219,9.60873761,3.116006218,0.385632482,3328.723879
4962,32,F,East Robert,Low,"Scientist, biomedical",PhD,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,3,TRUE,FALSE,0.118581731,6,1,913,720.067426,657360,2023-06-25,2023-11-16,1.676543908,1.294241286,3.614940603,5,30,2022-01-18,10,0.709446714,4.054163151,Positive,Budgeting Tools,App Issues,Low,4.243292247,148.8437316,557258,2.388874974,2023-10-31,Credit,2023-06-25 00:00:00,0.932687226,2.003040682,18.26109979,0.87007511,61992.9745
4963,67,M,East Stuartside,High,"Nurse, mental health",Master,Divorced,7,Branch,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,24,7,TRUE,TRUE,0.481193227,14,0,420,667.2650487,280140,2021-10-26,2023-03-31,3.594229354,3.553615562,2.451720575,8,-62,2023-10-17,7,0.640668868,1.403813186,Positive,International Transfers,App Issues,High,84.77262218,258.2876437,448610,0.129776727,2023-10-12,Transfer,2021-10-26 00:00:00,0.800072749,8.479284699,15.05376154,0.840347466,83116.565
4964,53,Other,North Erinside,Low,Administrator,Master,Single,4,Referral,VIP,FALSE,TRUE,FALSE,TRUE,TRUE,3,19,6,TRUE,TRUE,0.852838458,13,2,218,600.9953971,130800,2023-06-22,2022-01-31,1.117130394,2.661793121,2.40982958,4,62,2023-08-08,18,0.625152044,4.239128623,Neutral,Investment Analytics,App Issues,Low,73.99064807,226.0889602,468408,25.34121005,2023-11-28,Credit,2023-06-22 00:00:00,0.638223279,8.904149329,7.417703754,0.640734426,8696.193052
4965,25,M,Higginsbury,Medium,"Journalist, newspaper",High School,Single,1,Marketing,Premium,TRUE,TRUE,FALSE,TRUE,FALSE,3,70,2,FALSE,TRUE,0.553748213,18,1,502,866.6684513,434732,2021-04-02,2022-05-28,3.401503278,3.65217242,3.176759494,4,93,2023-03-26,0,0.654540121,2.047865455,Negative,Budgeting Tools,Fees,Low,45.87574342,331.5365838,560442,29.14536878,2022-08-15,Debit,2021-04-02 00:00:00,0.516836817,5.504157312,3.653451852,0.739505513,31601.72868
4966,20,F,East Nathan,Premium,Dramatherapist,Master,Widowed,7,Branch,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,70,5,TRUE,FALSE,0.919615766,12,7,830,14.96699446,11620,2022-04-24,2021-12-21,3.979086428,1.088710138,1.18110696,2,-18,2022-10-25,16,0.7223287,4.236044129,Positive,International Transfers,,Low,56.48672894,239.0714614,168797,16.7607684,2023-01-30,Transfer,2022-04-24 00:00:00,0.552382562,5.348548744,11.71864136,0.897631588,98087.9429
4967,79,F,West Alexandershire,Low,Commissioning editor,High School,Single,2,Branch,VIP,TRUE,FALSE,TRUE,TRUE,TRUE,4,95,1,FALSE,FALSE,0.815652594,9,4,699,154.6103964,107646,2022-02-13,2022-02-10,2.919460946,1.550676887,3.447434661,8,44,2023-07-10,5,0.936569543,4.371120584,Negative,International Transfers,Transaction Delays,High,40.70757105,348.1855733,312473,15.46980162,2023-08-17,Credit,2022-02-13 00:00:00,0.300856841,0.146845876,6.884700874,0.647139957,37484.97387
4968,64,M,Martinezview,Low,Ambulance person,High School,Divorced,1,Referral,New,FALSE,FALSE,TRUE,TRUE,FALSE,2,95,3,TRUE,FALSE,0.63078363,13,8,450,788.89856,354600,2023-02-05,2022-07-30,1.595969602,4.490013135,2.170114242,9,-92,2021-09-30,18,0.657385412,2.73441043,Neutral,International Transfers,Transaction Delays,Low,76.05745149,669.8233137,899734,3.583575691,2023-09-27,Debit,2023-02-05 00:00:00,0.56876011,4.147348834,3.366207284,0.666396454,75263.45254
4969,78,Other,Orozcoland,Medium,"Development worker, community",High School,Widowed,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,21,1,TRUE,TRUE,0.313362096,13,6,181,638.6523005,115478,2021-11-16,2023-03-16,1.789743082,4.999647919,2.968247086,8,36,2022-11-01,15,0.636209577,1.320139818,Positive,International Transfers,Fees,Medium,95.66627751,304.5070555,173241,16.77137741,2022-08-26,Debit,2021-11-16 00:00:00,0.489661925,1.474394972,10.30694816,0.199627905,27329.94354
4970,49,F,Sandraville,High,Oceanographer,Master,Married,7,Branch,New,TRUE,TRUE,FALSE,FALSE,TRUE,3,48,3,FALSE,FALSE,0.852733745,11,0,493,926.4704535,456518,2021-06-25,2021-07-30,1.585110631,4.368467356,4.316882821,8,-66,2023-05-15,10,0.787102794,3.240059071,Neutral,,Transaction Delays,Medium,74.9299028,493.8436893,924245,0.634566677,2021-09-22,Transfer,2021-06-25 00:00:00,0.451177415,7.170453421,0.364546135,0.473418657,24640.73067
4971,30,F,Port Johnside,Low,Corporate treasurer,Master,Widowed,4,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,88,2,TRUE,TRUE,0.659193294,7,5,779,444.5952716,345876,2021-08-19,2022-10-01,2.616635405,1.502841585,4.16947816,5,-92,2022-10-07,15,0.795585907,3.214231102,Neutral,International Transfers,,Low,45.33017562,904.9669185,314072,23.71844578,2023-07-22,Credit,2021-08-19 00:00:00,0.063358762,1.074615268,8.707253185,0.025137601,56987.67353
4972,18,M,North Thomas,Medium,Proofreader,High School,Widowed,1,Online,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,5,4,FALSE,TRUE,0.552765344,7,3,619,554.2197869,342926,2021-04-22,2021-12-06,1.708890994,1.804891238,2.166799986,9,-89,2022-01-12,11,0.722830527,4.219055551,Neutral,,,Low,13.73914579,914.2156981,728554,15.57697757,2021-06-26,Debit,2021-04-22 00:00:00,0.617139927,2.807755347,0.14552112,0.130240839,42086.32615
4973,51,F,Ambertown,High,Archaeologist,Master,Widowed,4,Referral,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,50,5,TRUE,FALSE,0.500623357,16,9,624,628.0013392,391872,2022-05-13,2022-02-26,2.198681362,1.705210731,1.201209375,9,-34,2021-01-16,0,0.595302894,1.370000418,Neutral,International Transfers,Transaction Delays,Medium,28.83609591,893.9957702,872227,21.50173928,2023-03-07,Transfer,2022-05-13 00:00:00,0.156905432,4.102772358,13.65210526,0.74212255,68301.40337
4974,79,F,Montoyaborough,Low,Occupational psychologist,High School,Single,7,Branch,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,26,3,FALSE,FALSE,0.212812156,16,0,138,184.4266806,25392,2021-10-30,2023-09-27,1.547825289,4.471071269,2.513592869,5,0,2021-12-03,11,0.595545785,3.797119506,Neutral,Mobile Deposit,Fees,Low,57.31056956,422.092038,715377,14.31068364,2023-04-22,Credit,2021-10-30 00:00:00,0.46489882,2.146669391,13.34712999,0.606369762,39393.48796
4975,48,Other,Clayville,Medium,Office manager,Bachelor,Divorced,3,Marketing,New,FALSE,TRUE,TRUE,TRUE,TRUE,4,17,5,TRUE,FALSE,0.015738686,6,1,4,152.0588315,608,2022-08-13,2023-06-07,1.70968371,4.308286307,1.469204036,9,84,2022-05-29,2,0.760092569,4.374506054,Neutral,International Transfers,,High,4.404551966,705.1130278,624547,22.19335327,2023-02-26,Transfer,2022-08-13 00:00:00,0.289619102,6.074125726,10.99411376,0.464023761,40847.84214
4976,81,Other,New Brandishire,High,Horticultural consultant,Master,Single,5,Branch,Regular,TRUE,TRUE,FALSE,FALSE,TRUE,3,11,7,FALSE,TRUE,0.716506991,17,0,915,261.1820132,238815,2021-01-29,2023-07-03,4.737778325,2.645903232,2.728626247,1,70,2023-05-02,17,0.64244947,3.110788463,Positive,Mobile Deposit,,High,62.70079269,303.9093377,366564,16.53789029,2021-12-15,Debit,2021-01-29 00:00:00,0.899324288,0.976509088,8.113892412,0.130235062,72875.60489
4977,42,Other,Aaronstad,Medium,Surgeon,Master,Divorced,2,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,27,9,FALSE,TRUE,0.919610591,18,9,730,392.0070026,286160,2022-12-05,2023-05-18,1.057300984,1.495937607,4.311718971,3,49,2021-07-10,11,0.576519449,2.247003537,Neutral,International Transfers,Transaction Delays,Low,31.3899696,742.8250976,358709,16.00365848,2023-07-12,Debit,2022-12-05 00:00:00,0.668947845,0.858224604,1.363725922,0.809336307,7188.992322
4978,55,M,Karenside,High,Town planner,Bachelor,Single,5,Marketing,VIP,FALSE,TRUE,TRUE,TRUE,TRUE,4,18,8,FALSE,FALSE,0.183662239,9,4,822,492.8349707,404424,2021-08-16,2022-07-11,3.092168268,4.554276619,2.295526086,5,87,2023-09-25,10,0.513212948,1.980966041,Negative,Budgeting Tools,Transaction Delays,Medium,20.63142871,957.5458611,391787,11.13517755,2022-11-13,Transfer,2021-08-16 00:00:00,0.275148039,9.252072599,15.20146002,0.29476121,48407.72519
4979,31,F,North Joanne,Low,"Biochemist, clinical",Bachelor,Widowed,2,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,42,6,TRUE,TRUE,0.934723654,17,4,935,469.784894,438515,2022-09-17,2022-10-15,2.723638339,3.328236133,4.250296759,8,57,2022-11-17,5,0.56714365,2.254995206,Negative,Investment Analytics,Customer Service,High,56.61218645,853.3038439,117526,8.574186415,2023-03-01,Credit,2022-09-17 00:00:00,0.924225779,8.38230006,4.819782548,0.79756625,84105.78751
4980,25,M,Lake Joshuaburgh,Premium,Adult nurse,Bachelor,Divorced,7,Marketing,VIP,TRUE,TRUE,TRUE,TRUE,TRUE,5,80,9,FALSE,TRUE,0.071911826,0,3,466,794.0833556,370004,2023-07-11,2021-08-09,2.124739983,4.908402088,4.876054573,3,-70,2021-10-31,18,0.915578086,4.580602034,Neutral,,,Medium,49.57314144,221.2127583,433967,22.97608468,2023-08-10,Transfer,2023-07-11 00:00:00,0.561743177,1.962980263,8.714391759,0.868270891,2157.190346
4981,71,F,East Joan,Premium,Sport and exercise psychologist,High School,Single,4,Referral,VIP,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,8,TRUE,FALSE,0.552465167,15,0,364,142.4640342,51688,2023-08-23,2023-02-24,4.19202197,2.128762858,3.71190742,3,-21,2021-03-28,7,0.577914894,3.789662798,Positive,Mobile Deposit,Fees,High,41.69767781,520.4200865,554217,21.31492493,2023-09-22,Debit,2023-08-23 00:00:00,0.423760683,3.00580088,2.783528439,0.411725249,49602.33249
4982,19,F,East Margaret,Low,Editorial assistant,High School,Widowed,7,Branch,VIP,FALSE,TRUE,TRUE,FALSE,TRUE,3,14,4,FALSE,FALSE,0.11555911,4,0,598,375.0666453,224250,2021-02-16,2023-05-30,1.876621884,1.149591815,4.39918952,7,-36,2021-10-15,11,0.501354055,3.659469798,Positive,International Transfers,Customer Service,Low,29.446934,854.2340487,763765,27.03670656,2023-11-22,Transfer,2021-02-16 00:00:00,0.182108155,5.940371509,11.90917458,0.457864514,10340.69926
4983,73,F,East Kenneth,Low,Geoscientist,PhD,Married,1,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,68,2,TRUE,TRUE,0.889104458,7,6,574,946.5280375,543004,2022-11-11,2022-02-14,4.567461408,4.929257218,4.370880918,10,-28,2022-05-07,7,0.695680773,1.284292177,Positive,International Transfers,,Low,36.53755491,813.4422576,119116,23.60325656,2023-06-16,Credit,2022-11-11 00:00:00,0.326375566,9.200749986,12.68262536,0.363237809,87528.03726
4984,78,Other,Lake Shannonberg,Premium,Social researcher,Bachelor,Single,1,Online,VIP,TRUE,TRUE,TRUE,TRUE,FALSE,4,35,9,TRUE,FALSE,0.10324019,11,9,426,774.2226681,329724,2022-03-05,2022-12-24,3.730537415,2.412090405,1.07935013,4,92,2023-11-17,3,0.964078183,3.451890351,Neutral,Mobile Deposit,Fees,High,24.31447187,345.368886,831372,2.212325451,2022-11-23,Transfer,2022-03-05 00:00:00,0.041527927,8.172019552,11.88096716,0.602153571,12635.45454
4985,39,M,North Jessicaborough,Medium,Forensic psychologist,PhD,Single,4,Marketing,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,96,6,TRUE,TRUE,0.251054621,19,8,29,433.7072601,12557,2022-03-10,2023-02-05,3.655662869,2.79281421,3.648746764,6,64,2023-10-12,5,0.760762354,4.438567963,Negative,International Transfers,App Issues,High,96.21527605,929.9666348,274600,28.6235741,2023-02-15,Credit,2022-03-10 00:00:00,0.437923496,1.46425135,1.482274711,0.429730455,36234.27496
4986,52,M,Courtneyport,Medium,Mechanical engineer,High School,Married,2,Online,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,8,TRUE,FALSE,0.805934027,12,6,207,585.412766,121095,2022-02-22,2021-05-12,4.850545271,1.348461353,4.083629505,5,-97,2022-07-24,5,0.505143123,1.766136085,Positive,Mobile Deposit,Transaction Delays,High,73.46496875,840.1785067,383464,22.48773148,2022-10-09,Debit,2022-02-22 00:00:00,0.20232173,4.597784262,19.07066469,0.512665967,70913.53782
4987,33,F,Mooreland,High,"Scientist, product/process development",Master,Single,4,Referral,New,TRUE,TRUE,TRUE,FALSE,TRUE,4,98,8,FALSE,FALSE,0.688486733,16,3,940,475.5160931,446500,2023-12-08,2023-07-10,4.462016937,3.372118284,2.776765706,3,-91,2022-02-19,8,0.854636884,2.038613877,Positive,International Transfers,Customer Service,Low,29.21629508,61.09950559,167091,10.37573161,2023-12-16,Debit,2023-12-08 00:00:00,0.3064875,9.024198301,10.43780583,0.880292685,11472.74717
4988,67,M,South Nicholas,High,Civil Service administrator,Bachelor,Married,2,Referral,New,TRUE,FALSE,TRUE,TRUE,FALSE,3,41,4,FALSE,FALSE,0.38812784,9,3,512,390.0354029,199680,2022-06-14,2021-12-09,2.949653486,2.040355577,4.383404315,2,-74,2022-01-05,3,0.700347441,4.901138255,Negative,International Transfers,App Issues,Medium,58.56734933,992.7418866,749023,19.35169529,2023-08-04,Credit,2022-06-14 00:00:00,0.864704101,8.532405186,10.17129926,0.125566307,81670.46738
4989,60,Other,West Austin,High,Environmental consultant,Master,Divorced,4,Online,New,TRUE,TRUE,TRUE,TRUE,FALSE,4,90,5,FALSE,FALSE,0.836769151,1,8,801,141.4598125,112941,2023-09-17,2021-03-11,3.308596535,3.725218365,3.656305647,10,10,2023-05-06,11,0.884372501,3.183730318,Positive,Budgeting Tools,Fees,Low,26.47647443,667.0431436,938149,22.92694352,2023-11-01,Debit,2023-09-17 00:00:00,0.338109764,7.679686512,12.42632986,0.000677135,18002.87444
4990,34,M,Lake Megan,Low,Academic librarian,High School,Married,4,Online,New,TRUE,TRUE,FALSE,TRUE,TRUE,4,44,1,FALSE,TRUE,0.635699944,17,5,426,175.6209059,74550,2021-10-17,2023-11-14,4.103370648,4.040208072,3.739375734,5,-99,2021-03-20,14,0.798422526,3.837159127,Positive,Investment Analytics,Fees,Medium,6.744476171,781.7372382,363206,4.098026237,2022-09-07,Debit,2021-10-17 00:00:00,0.810220646,8.670520761,11.89774032,0.999927913,14563.01803
4991,75,F,Rodriguezburgh,Medium,"Surveyor, commercial/residential",Bachelor,Widowed,4,Referral,Regular,TRUE,TRUE,TRUE,FALSE,TRUE,4,29,9,TRUE,FALSE,0.25977748,2,9,395,295.3177016,116525,2021-02-07,2022-06-03,1.821929883,2.150852109,2.631431776,8,-46,2021-01-19,0,0.569732588,2.350888962,Neutral,Investment Analytics,Customer Service,Medium,33.27568141,226.536859,182645,28.98348548,2021-07-04,Debit,2021-02-07 00:00:00,0.86970848,8.85976056,4.996556805,0.881579582,56920.65815
4992,19,Other,North Eric,High,"Solicitor, Scotland",PhD,Married,1,Marketing,Premium,TRUE,FALSE,TRUE,TRUE,TRUE,4,38,7,FALSE,FALSE,0.740269366,17,1,827,371.5486781,306817,2023-02-11,2023-04-20,3.582910202,2.765954234,4.535134551,8,-33,2023-01-09,8,0.735941439,2.080033152,Neutral,Investment Analytics,Fees,Low,14.32582754,992.6360332,443272,19.5180419,2023-08-13,Transfer,2023-02-11 00:00:00,0.423210036,2.150584011,8.892305195,0.159516576,81396.00023
4993,21,Other,South Jermaineburgh,High,"Teacher, primary school",PhD,Divorced,2,Online,Regular,TRUE,TRUE,TRUE,TRUE,TRUE,5,45,1,TRUE,TRUE,0.333059719,19,0,724,259.1480638,187516,2023-12-15,2022-08-25,2.090120182,2.380055881,2.515687537,2,67,2022-12-04,13,0.777610676,1.211388413,Neutral,Mobile Deposit,,High,75.30689498,552.999249,21094,0.59886924,2023-12-28,Credit,2023-12-15 00:00:00,0.970677932,5.423053474,6.785678474,0.573673592,15029.79787
4994,56,F,Jenniferside,High,"Surveyor, building control",High School,Married,6,Marketing,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,57,3,FALSE,FALSE,0.815738436,19,5,475,581.5669723,275975,2021-03-31,2023-12-23,1.278626693,4.916233889,1.586470346,1,-4,2023-02-03,4,0.750206919,1.828090584,Positive,Mobile Deposit,,Low,93.94847042,678.0790836,724420,16.60207863,2022-02-12,Transfer,2021-03-31 00:00:00,0.409213722,1.04926518,12.72768443,0.318054987,15410.87368
4995,23,M,Oliviaburgh,Premium,Energy manager,Master,Married,4,Online,Regular,TRUE,TRUE,TRUE,TRUE,FALSE,4,29,9,TRUE,TRUE,0.78159219,2,0,246,602.1442873,148092,2022-06-08,2022-12-23,4.929532049,4.39271337,2.256926081,5,35,2022-11-22,5,0.893822811,3.564265015,Negative,Investment Analytics,Fees,High,29.09158619,489.4244184,130013,5.825381779,2022-09-30,Debit,2022-06-08 00:00:00,0.814289597,9.19110752,3.549525349,0.149019827,19790.32911
4996,37,F,South Roger,High,Architectural technologist,High School,Divorced,5,Referral,Premium,TRUE,TRUE,TRUE,TRUE,TRUE,5,55,1,TRUE,TRUE,0.30851822,9,2,371,55.37839975,20405,2021-12-15,2023-03-27,3.810856857,2.685393878,2.605415237,4,-86,2021-01-06,2,0.924808907,2.244145545,Negative,Investment Analytics,,Medium,92.56799015,850.6147971,969997,7.533195539,2023-09-02,Credit,2021-12-15 00:00:00,0.952627684,6.933465937,0.758487637,0.673447865,95813.90382
4997,81,M,Ramirezview,Medium,Landscape architect,Master,Single,5,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,84,6,TRUE,FALSE,0.103652025,10,5,143,653.157778,93379,2021-05-04,2021-03-03,3.819641943,3.054781867,4.010189604,3,-40,2021-08-03,6,0.833319172,1.60955845,Positive,Budgeting Tools,Transaction Delays,Low,78.52077062,261.0515653,454092,2.067351759,2022-06-20,Transfer,2021-05-04 00:00:00,0.008890654,0.170244482,12.76429134,0.985609138,77886.81753
4998,33,M,Lake Lauren,High,Radiation protection practitioner,High School,Single,7,Online,Premium,TRUE,TRUE,FALSE,FALSE,FALSE,2,89,5,TRUE,TRUE,0.820788545,3,4,761,472.8925151,359192,2022-08-05,2021-08-23,2.759934351,4.936091973,1.348143442,4,34,2023-09-16,6,0.518662669,1.354012077,Neutral,Mobile Deposit,Transaction Delays,High,74.05300321,120.4769644,975416,12.52247824,2023-10-30,Debit,2022-08-05 00:00:00,0.355509506,0.215576137,12.11615784,0.378318017,12662.87914
4999,68,Other,East Richardfurt,Medium,Industrial/product designer,PhD,Widowed,7,Online,New,TRUE,TRUE,TRUE,TRUE,TRUE,5,87,4,TRUE,TRUE,0.364448842,3,8,643,551.5592135,354293,2022-02-16,2022-01-04,1.789566113,2.088297014,3.633781466,1,24,2023-10-24,14,0.67623889,4.44925598,Negative,Investment Analytics,Customer Service,High,6.963808632,627.4126575,468950,7.938384934,2023-08-12,Debit,2022-02-16 00:00:00,0.769512036,0.106231962,16.90864602,0.994187137,11393.33449
5000,54,F,Hoshire,Low,"Sound technician, broadcasting/film/video",Master,Widowed,1,Referral,Premium,FALSE,FALSE,FALSE,TRUE,TRUE,2,53,1,TRUE,FALSE,0.325322397,14,5,976,894.3488438,872544,2022-07-10,2022-10-23,4.539982261,4.540946217,3.048800206,3,8,2022-02-18,10,0.684428898,2.937809272,Positive,Investment Analytics,Customer Service,Low,33.8941143,38.1340434,711880,25.09447409,2023-09-20,Debit,2022-07-10 00:00:00,0.829816928,8.088856511,2.400353156,0.356216464,50897.81647