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ID | Описание | Дата |
---|---|---|
0c987ae1-0977-4441-af2c-f8c10a610ba9 | drive 24/365 content | 2009-10-16 |
5b977e85-447c-4f42-ad37-80a142528bb9 | target bricks-and-clicks solutions | 2008-04-02 |
a23b1dcc-4f37-46c0-a992-0aa74f296120 | morph customized users | 2022-12-24 |
34b4f809-6864-4f11-abf5-e17be39e21ad | repurpose global solutions | 2006-02-09 |
dfe25a4f-3615-4efa-a96b-1820ca8a1cd3 | deploy sticky technologies | 1980-10-21 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 | Writer | 39800.120 | 7 | 5 | 12 | 3 | 17 | 18 | 18.53 | 4.0 | Standard | 660.69 | 29.724708 | Yes | 58.487657 | 410.243603 | Low_spent_Small_value_payments | 126.036406 | Standard | 215 |
44 | Engineer | 155726.760 | 2 | 3 | 8 | 0 | 10 | 2 | 7.33 | 7.0 | Good | 1170.58 | 30.057323 | No | 0.000000 | 1198.985213 | Low_spent_Large_value_payments | 352.737787 | Good | 361 |
35 | Architect | 40206.260 | 3 | 3 | 15 | 1 | 26 | 10 | 14.98 | 3.0 | Standard | 736.97 | 25.543304 | NM | 17.787342 | 0.000000 | Low_spent_Large_value_payments | 300.429674 | Standard | 371 |
40 | Scientist | 44941.950 | 4 | 6 | 3 | 1 | 4 | 7 | 4.32 | 7.0 | Good | 1150.28 | 24.008916 | No | 22.434725 | 150.488062 | High_spent_Small_value_payments | 481.693463 | Good | 374 |
34 | Journalist | 19562.470 | 3 | 3 | 9 | 3 | 7 | 9 | 15.35 | 10.0 | Standard | 712.22 | 40.114087 | Yes | 30.784138 | 36.128444 | High_spent_Small_value_payments | 364.408001 | Standard | 108 |
33 | Architect | 17914.240 | 6 | 6 | 11 | 5 | 26 | 10 | 11.98 | 5.0 | Standard | 703.21 | 32.156109 | Yes | 65.914626 | 114.759298 | Low_spent_Medium_value_payments | 273.811410 | Standard | 119 |
48 | Doctor | 111940.640 | 3 | 7 | 5 | 1 | 5 | 17 | 7.69 | 2.0 | Standard | 598.18 | 25.122127 | No | 90.874891 | 962.544110 | Low_spent_Small_value_payments | 171.419666 | Standard | 364 |
49 | Developer | 26025.940 | 8 | 7 | 7 | 0 | 30 | 19 | 9.23 | 1.0 | Standard | 669.99 | 36.011687 | Yes | 0.000000 | 109.955555 | Low_spent_Large_value_payments | 382.227278 | Poor | 283 |
29 | Developer | 39576.590 | 0 | 7 | 2 | 4 | 14 | 4 | 8.62 | 1.0 | Good | 226.37 | 39.888521 | No | 124.310839 | 81.306065 | High_spent_Medium_value_payments | 364.288013 | Poor | 0 |
28 | Writer | 104075.520 | 3 | 5 | 7 | 1 | 15 | 13 | 8.45 | 9.0 | Standard | 1371.49 | 26.271747 | Yes | 73.116697 | 433.627137 | Low_spent_Large_value_payments | 637.852166 | Standard | 243 |
45 | Developer | 59873.880 | 3 | 5 | 9 | 3 | 0 | 3 | 3.11 | 3.0 | Good | 1017.45 | 28.603213 | No | 117.107326 | 177.554238 | Low_spent_Medium_value_payments | 468.987436 | Standard | 212 |
19 | Developer | 31408.150 | 5 | 3 | 18 | 2 | 6 | 19 | 24.13 | 12.0 | Standard | 1408.66 | 34.811355 | NM | 30.791883 | 37.134011 | High_spent_Large_value_payments | 433.008689 | Poor | 249 |
30 | Engineer | 39418.470 | 5 | 4 | 1 | 3 | 5 | 1 | 5.56 | 0.0 | Good | 517.87 | 32.424331 | No | 69.726183 | 141.406108 | Low_spent_Small_value_payments | 388.854959 | Good | 346 |
24 | Teacher | 46422.100 | 8 | 6 | 9 | 2 | 18 | 12 | 3.50 | 0.0 | Standard | 832.68 | 33.270529 | No | 66.490890 | 281.014398 | Low_spent_Small_value_payments | 351.045546 | Standard | 281 |
45 | Writer | 56705.700 | 3 | 6 | 5 | 2 | 2 | 9 | 18.40 | 4.0 | Good | 207.43 | 26.883296 | NM | 61.275218 | 0.000000 | Low_spent_Small_value_payments | 500.552391 | Standard | 210 |
18 | Teacher | 14020.860 | 2 | 3 | 9 | 0 | 10 | 11 | 11.26 | 2.0 | Good | 1360.50 | 34.486768 | NM | 0.000000 | 97.960701 | Low_spent_Medium_value_payments | 306.179799 | Standard | 0 |
31 | Lawyer | 54650.720 | 5 | 3 | 5 | 0 | 13 | 20 | 18.44 | 4.0 | Standard | 675.51 | 35.942934 | Yes | 0.000000 | 103.038427 | High_spent_Medium_value_payments | 606.684240 | Standard | 200 |
42 | Entrepreneur | 18675.650 | 3 | 6 | 18 | 2 | 8 | 18 | 11.52 | 7.0 | Standard | 1352.15 | 25.721202 | Yes | 16.528703 | 173.999680 | Low_spent_Small_value_payments | 254.302034 | Standard | 94 |
29 | Entrepreneur | 106839.090 | 0 | 1 | 5 | 2 | 14 | 0 | 14.96 | 4.0 | Good | 1138.94 | 30.367160 | No | 105.418561 | 783.891485 | Low_spent_Large_value_payments | 282.515704 | Good | 372 |
38 | Entrepreneur | 18463.930 | 4 | 6 | 20 | 4 | 19 | 15 | 14.93 | 6.0 | Standard | 866.07 | 24.056194 | Yes | 46.975361 | 0.000000 | Low_spent_Small_value_payments | 298.848843 | Standard | 108 |
18 | Journalist | 62200.600 | 10 | 6 | 34 | 2 | 50 | 24 | 4.54 | 7.0 | Bad | 1309.87 | 24.612150 | Yes | 52.614221 | 145.753522 | High_spent_Medium_value_payments | 562.070590 | Poor | 189 |
50 | Journalist | 70968.060 | 8 | 4 | 5 | 2 | 30 | 18 | 8.95 | 3.0 | Good | 861.47 | 26.128684 | No | 97.852380 | 144.414029 | High_spent_Medium_value_payments | 585.034090 | Standard | 303 |
21 | Manager | 26454.210 | 7 | 4 | 8 | 4 | 14 | 11 | 16.66 | 6.0 | Standard | 32.11 | 26.930010 | Yes | 86.987329 | 180.007209 | Low_spent_Small_value_payments | 243.057213 | Standard | 204 |
53 | Developer | 116058.440 | 7 | 3 | 18 | 2 | 9 | 12 | 11.20 | 8.0 | Standard | 244.28 | 33.307594 | No | 100.308261 | 93.968971 | High_spent_Large_value_payments | 996.076435 | Standard | 204 |
38 | Developer | 32273.010 | 1 | 4 | 2 | 3 | 10 | 4 | 3.06 | 3.0 | Good | 1362.01 | 23.230230 | No | 65.042657 | 116.233010 | Low_spent_Small_value_payments | 388.766083 | Poor | 185 |
50 | Engineer | 43995.950 | 4 | 3 | 11 | 0 | 7 | 12 | 6.83 | 5.0 | Good | 1233.56 | 29.059905 | No | 0.000000 | 32.222388 | High_spent_Large_value_payments | 551.010528 | Poor | 334 |
46 | Accountant | 10482.625 | 3 | 4 | 12 | 7 | 8 | 13 | 13.47 | 6.0 | Standard | 144.95 | 24.549964 | Yes | 61.002025 | 61.306388 | Low_spent_Small_value_payments | 258.946795 | Standard | 167 |
19 | Architect | 29175.030 | 0 | 3 | 1 | 0 | 6 | 6 | 11.95 | 5.0 | Good | 1435.39 | 38.848459 | NM | 0.000000 | 273.900695 | Low_spent_Small_value_payments | 231.324555 | Good | 232 |
32 | Entrepreneur | 88574.430 | 4 | 5 | 2 | 1 | 9 | 8 | 10.65 | 4.0 | Good | 1451.63 | 30.935130 | No | 40.533093 | 159.605993 | High_spent_Medium_value_payments | 791.581164 | Standard | 196 |
47 | Journalist | 19277.130 | 0 | 1 | 11 | 1 | 6 | 11 | 4.45 | 5.0 | Good | 935.74 | 30.902177 | No | 8.039939 | 71.089147 | High_spent_Medium_value_payments | 360.013664 | Good | 267 |
45 | Doctor | 67321.160 | 3 | 4 | 5 | 3 | 30 | 7 | 7.45 | 4.0 | Standard | 239.01 | 33.454327 | Yes | 85.751809 | 133.869265 | High_spent_Medium_value_payments | 600.088593 | Standard | 154 |
33 | Accountant | 82647.690 | 3 | 4 | 9 | 3 | 27 | 10 | 17.57 | 7.0 | Standard | 1485.52 | 33.959187 | Yes | 186.255392 | 248.759850 | Low_spent_Large_value_payments | 531.715509 | Standard | 0 |
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