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ID | Описание | Дата |
---|---|---|
de9cd074-70fd-4845-b4bb-cd675f71aa34 | extend frictionless e-markets | 1985-01-26 |
33cb81ba-2c1f-46da-af76-b943b1e74e8e | brand turn-key architectures | 1972-05-21 |
b4d0a7b4-146d-4c8e-bb70-d819727056e3 | deliver impactful channels | 1995-08-20 |
27ca865c-a47b-41c0-9fc9-daa631ca005c | deliver viral e-business | 2006-04-16 |
d63b5155-52d3-4b77-9340-e481614c30f4 | disintermediate holistic ROI | 1991-05-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Journalist | 15932.725 | 6 | 6 | 11 | 1 | 24 | 11 | 8.63 | 1.0 | Standard | 1124.16 | 39.950635 | Yes | 13.268054 | 30.401563 | High_spent_Small_value_payments | 338.303091 | Standard | 329 |
48 | Doctor | 165002.400 | 4 | 3 | 9 | 1 | 12 | 6 | 4.43 | 3.0 | Good | 108.82 | 36.491008 | No | 123.581337 | 1038.914196 | Low_spent_Small_value_payments | 500.024467 | Good | 246 |
52 | Mechanic | 11855.820 | 6 | 6 | 17 | 1 | 9 | 10 | 7.89 | 1.0 | Standard | 735.37 | 30.454391 | Yes | 5.711417 | 62.028508 | Low_spent_Large_value_payments | 296.658575 | Standard | 209 |
33 | Musician | 90701.280 | 1 | 5 | 11 | 0 | 6 | 2 | 8.26 | 1.0 | Good | 270.76 | 29.703547 | No | 0.000000 | 86.386049 | High_spent_Large_value_payments | 919.057951 | Standard | 0 |
35 | Journalist | 60830.920 | 0 | 1 | 11 | 4 | 16 | 3 | 14.41 | 0.0 | Good | 133.63 | 32.302301 | NM | 159.799347 | 155.018345 | High_spent_Small_value_payments | 449.606641 | Good | 284 |
35 | Entrepreneur | 33045.790 | 4 | 3 | 10 | 0 | 1 | 8 | 11.20 | 4.0 | Good | 1243.88 | 23.071136 | NM | 0.000000 | 291.086107 | Low_spent_Small_value_payments | 260.095477 | Good | 310 |
26 | Writer | 66553.950 | 7 | 4 | 17 | 3 | 30 | 17 | 13.59 | 6.0 | Standard | 574.55 | 26.967868 | Yes | 134.753942 | 707.150294 | Low_spent_Small_value_payments | 6.212014 | Standard | 123 |
26 | Musician | 44768.540 | 3 | 6 | 1 | 1 | 13 | 10 | 3.73 | 1.0 | Standard | 127.38 | 28.539947 | NM | 20.835458 | 272.877358 | Low_spent_Large_value_payments | 329.858350 | Standard | 229 |
29 | Lawyer | 120889.620 | 3 | 6 | 7 | 0 | 23 | 1 | 7.97 | 2.0 | Good | 1204.98 | 32.881777 | No | 0.000000 | 517.549611 | Low_spent_Medium_value_payments | 772.463889 | Poor | 241 |
54 | Engineer | 61934.520 | 7 | 5 | 15 | 0 | 22 | 12 | 15.31 | 5.0 | Standard | 107.55 | 37.084450 | NM | 0.000000 | 174.777742 | High_spent_Medium_value_payments | 606.043258 | Standard | 394 |
24 | Doctor | 52860.620 | 6 | 7 | 8 | 3 | 14 | 9 | 7.36 | 2.0 | Standard | 1453.24 | 32.493984 | No | 121.785885 | 0.000000 | Low_spent_Large_value_payments | 428.085606 | Standard | 206 |
42 | Doctor | 42757.810 | 0 | 5 | 3 | 3 | 2 | 5 | 2.21 | 4.0 | Good | 646.98 | 27.927622 | No | 102.809569 | 460.847781 | Low_spent_Small_value_payments | 81.957734 | Good | 384 |
24 | Manager | 72412.740 | 5 | 6 | 6 | 1 | 11 | 15 | 6.76 | 4.0 | Standard | 794.93 | 38.879296 | No | 31.053326 | 235.206912 | Low_spent_Medium_value_payments | 643.179262 | Poor | 322 |
38 | Doctor | 40026.120 | 6 | 10 | 22 | 7 | 43 | 22 | 1.64 | 6.0 | Bad | 1472.86 | 27.036687 | Yes | 196.123785 | 278.814252 | Low_spent_Large_value_payments | 114.412962 | Poor | 211 |
29 | Manager | 13590.595 | 8 | 5 | 9 | 3 | 8 | 11 | 7.79 | 2.0 | Good | 170.99 | 24.869407 | No | 18.168134 | 57.368889 | High_spent_Small_value_payments | 313.917935 | Good | 349 |
53 | Journalist | 35812.340 | 7 | 7 | 10 | 4 | 28 | 12 | 1.62 | 0.0 | Standard | 367.46 | 34.056207 | No | 64.499519 | 29.562756 | High_spent_Large_value_payments | 458.373892 | Standard | 369 |
18 | Engineer | 47868.740 | 5 | 5 | 15 | 2 | 11 | 9 | 8.92 | 6.0 | Standard | 727.67 | 30.292293 | NM | 64.056200 | 361.092618 | Low_spent_Small_value_payments | 245.057349 | Poor | 80 |
25 | Mechanic | 12975.960 | 8 | 5 | 16 | 1 | 14 | 9 | 2.93 | 4.0 | Standard | 531.08 | 33.617504 | No | 5.766276 | 78.237712 | Low_spent_Small_value_payments | 309.629012 | Standard | 308 |
44 | Accountant | 88245.740 | 1 | 5 | 5 | 1 | 5 | 11 | 3.89 | 1.0 | Good | 1454.59 | 29.493273 | No | 52.441528 | 72.324642 | High_spent_Large_value_payments | 857.714997 | Good | 363 |
47 | Lawyer | 17228.775 | 4 | 3 | 20 | 0 | 30 | 20 | 15.53 | 4.0 | Standard | 862.64 | 22.732230 | Yes | 0.000000 | 65.074235 | Low_spent_Medium_value_payments | 360.998890 | Standard | 397 |
26 | Developer | 17174.670 | 6 | 7 | 19 | 0 | 20 | 9 | 2.95 | 6.0 | Standard | 891.74 | 27.817604 | No | 123.440947 | 84.980622 | Low_spent_Large_value_payments | 319.941628 | Good | 212 |
51 | Entrepreneur | 94070.200 | 5 | 5 | 8 | 1 | 21 | 18 | 4.88 | 0.0 | Standard | 1420.86 | 39.603081 | NM | 64.132217 | 0.000000 | High_spent_Medium_value_payments | 706.429060 | Standard | 236 |
22 | Media_Manager | 61238.940 | 8 | 3 | 7 | 3 | 32 | 10 | 12.29 | 0.0 | Standard | 947.31 | 33.177560 | Yes | 146.923788 | 128.451085 | High_spent_Medium_value_payments | 514.149627 | Standard | 200 |
27 | Architect | 10667.730 | 7 | 6 | 18 | 2 | 14 | 10 | 14.32 | 2.0 | Standard | 556.11 | 28.335492 | NM | 16.305810 | 117.394724 | Low_spent_Small_value_payments | 259.097217 | Standard | 295 |
47 | Developer | 113192.680 | 3 | 7 | 3 | 0 | 0 | 2 | 6.15 | 2.0 | Good | 1179.64 | 30.670317 | No | 0.000000 | 383.346206 | High_spent_Small_value_payments | 814.326127 | Standard | 224 |
22 | Developer | 14006.745 | 6 | 4 | 7 | 7 | 17 | 11 | 11.06 | 4.0 | Standard | 1347.31 | 34.676337 | NM | 64.236679 | 105.229486 | Low_spent_Small_value_payments | 222.256710 | Standard | 210 |
42 | Architect | 65523.040 | 7 | 5 | 7 | 3 | 13 | 0 | 8.95 | 8.0 | Standard | 422.57 | 30.564028 | Yes | 154.575843 | 230.700179 | Low_spent_Small_value_payments | 467.649312 | Standard | 66 |
43 | Mechanic | 16144.570 | 6 | 6 | 27 | 5 | 32 | 0 | 8.65 | 12.0 | Bad | 1496.51 | 23.791541 | Yes | 34.307808 | 61.737622 | Low_spent_Medium_value_payments | 311.992653 | Poor | 219 |
28 | Writer | 22713.820 | 6 | 6 | 16 | 2 | 32 | 13 | 19.49 | 7.0 | Standard | 1410.54 | 31.373328 | Yes | 19.373487 | 100.137671 | Low_spent_Small_value_payments | 332.470675 | Standard | 208 |
24 | Manager | 88346.480 | 4 | 3 | 18 | 1 | 9 | 13 | 21.31 | 0.0 | Standard | 1392.71 | 29.820086 | Yes | 46.659914 | 362.070073 | Low_spent_Large_value_payments | 590.190680 | Standard | 270 |
36 | Teacher | 25573.070 | 8 | 6 | 11 | 4 | 8 | 11 | 6.87 | 7.0 | Good | 477.20 | 38.671133 | No | 52.241774 | 224.041150 | Low_spent_Small_value_payments | 208.525992 | Good | 214 |
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