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ID | Описание | Дата |
---|---|---|
8b2492bb-50a0-4649-8b8e-28947e10d80a | drive cross-platform bandwidth | 1999-08-16 |
0698e269-cf52-4fbb-9e71-5d62de1cb203 | e-enable efficient paradigms | 1984-11-20 |
b11f3bf8-df44-4120-bdf5-30a6f08023ee | transform value-added portals | 1985-11-28 |
ce2d2112-3a96-4acd-b22c-c36998d80ea6 | maximize cross-media e-services | 1985-01-23 |
ab3f904b-e459-4d90-b235-6780db2279bf | visualize strategic web services | 1991-04-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Entrepreneur | 54392.160 | 6 | 4 | 14 | 3 | 10 | 8 | 5.54 | 7.0 | Standard | 179.22 | 32.878805 | Yes | 124.392082 | 495.117898 | Low_spent_Small_value_payments | 147.158020 | Standard | 329 |
40 | Manager | 27632.920 | 8 | 3 | 9 | 3 | 18 | 12 | 8.99 | 3.0 | Standard | 1103.71 | 24.931865 | NM | 44.807295 | 91.066179 | High_spent_Medium_value_payments | 345.400859 | Standard | 245 |
51 | Journalist | 84031.020 | 5 | 3 | 1 | 0 | 7 | 0 | 4.48 | 2.0 | Good | 1325.84 | 37.885496 | No | 0.000000 | 84.682771 | High_spent_Large_value_payments | 857.475729 | Good | 306 |
37 | Architect | 7493.335 | 7 | 4 | 18 | 2 | 31 | 13 | 12.47 | 6.0 | Standard | 1332.45 | 36.083213 | Yes | 12.319202 | 48.926388 | Low_spent_Small_value_payments | 288.898869 | Standard | 232 |
45 | Musician | 96683.480 | 7 | 7 | 11 | 4 | 18 | 0 | 5.77 | 1.0 | Good | 1084.27 | 34.889390 | NM | 176.703940 | 833.868801 | Low_spent_Medium_value_payments | 99.222926 | Poor | 0 |
36 | Manager | 34989.380 | 4 | 3 | 9 | 3 | 1 | 10 | 9.28 | 4.0 | Good | 957.58 | 29.777224 | No | 84.115936 | 39.653149 | High_spent_Medium_value_payments | 447.409081 | Standard | 308 |
14 | Scientist | 18885.930 | 9 | 7 | 22 | 2 | 22 | 17 | 4.55 | 8.0 | Standard | 1383.42 | 38.370611 | NM | 29.604561 | 169.388421 | Low_spent_Small_value_payments | 250.189768 | Poor | 114 |
43 | Teacher | 62359.820 | 4 | 5 | 11 | 1 | 14 | 12 | 14.94 | 3.0 | Standard | 250.56 | 34.605041 | Yes | 29.765763 | 550.012535 | Low_spent_Small_value_payments | 222.286868 | Standard | 292 |
40 | Architect | 16517.795 | 5 | 6 | 11 | 0 | 25 | 12 | 10.67 | 6.0 | Standard | 87.91 | 24.621507 | Yes | 0.000000 | 116.395455 | Low_spent_Medium_value_payments | 310.352837 | Standard | 282 |
53 | Teacher | 37921.220 | 0 | 7 | 4 | 3 | 6 | 4 | 6.92 | 5.0 | Good | 1077.93 | 24.147443 | NM | 56.658479 | 217.233308 | Low_spent_Large_value_payments | 294.818380 | Standard | 0 |
27 | Architect | 39255.540 | 4 | 3 | 6 | 2 | 8 | 2 | 4.14 | 0.0 | Good | 536.03 | 26.564522 | No | 46.034586 | 411.744746 | Low_spent_Small_value_payments | 186.850168 | Good | 398 |
35 | Doctor | 57707.740 | 3 | 3 | 20 | 4 | 29 | 17 | 15.01 | 7.0 | Standard | 1223.00 | 37.139221 | NM | 117.158317 | 0.000000 | High_spent_Small_value_payments | 381.437482 | Standard | 316 |
29 | Media_Manager | 22017.780 | 3 | 7 | 11 | 2 | 12 | 17 | 12.49 | 5.0 | Standard | 1175.88 | 36.935487 | NM | 32.851813 | 36.257622 | High_spent_Large_value_payments | 328.572065 | Good | 311 |
25 | Manager | 30470.590 | 3 | 5 | 12 | 4 | 5 | 5 | 12.82 | 2.0 | Good | 554.31 | 28.455371 | No | 82.255972 | 181.527126 | Low_spent_Large_value_payments | 258.038485 | Good | 309 |
26 | Developer | 45652.170 | 8 | 6 | 13 | 7 | 5 | 10 | 17.94 | 8.0 | Standard | 28.54 | 32.437116 | Yes | 160.473304 | 246.503598 | Low_spent_Small_value_payments | 271.857849 | Standard | 128 |
40 | Architect | 110398.140 | 4 | 3 | 11 | 3 | 9 | 5 | 9.65 | 4.0 | Good | 901.05 | 34.536582 | No | 167.294788 | 338.196584 | High_spent_Small_value_payments | 655.293128 | Good | 357 |
22 | Scientist | 14856.350 | 4 | 2 | 10 | 1 | 10 | 7 | 8.90 | 1.0 | Good | 1456.25 | 41.021910 | No | 6.524758 | 102.134395 | Low_spent_Medium_value_payments | 318.643764 | Good | 311 |
19 | Engineer | 15131.600 | 5 | 5 | 8 | 3 | 4 | 4 | 1.59 | 1.0 | Good | 463.82 | 22.912082 | No | 25.930432 | 0.000000 | Low_spent_Small_value_payments | 245.400368 | Good | 302 |
46 | Writer | 80574.120 | 0 | 3 | 4 | 1 | 12 | 0 | 2.00 | 2.0 | Good | 1142.39 | 31.707643 | No | 56.995653 | 0.000000 | High_spent_Large_value_payments | 775.422092 | Standard | 362 |
15 | Engineer | 109370.550 | 4 | 6 | 5 | 1 | 13 | 11 | 14.43 | 5.0 | Standard | 1387.19 | 26.464010 | NM | 86.823585 | 1082.124212 | Low_spent_Small_value_payments | 24.673452 | Good | 195 |
32 | Entrepreneur | 63371.560 | 6 | 6 | 8 | 3 | 30 | 17 | 4.77 | 7.0 | Standard | 756.94 | 33.060023 | No | 104.869744 | 234.365243 | High_spent_Small_value_payments | 474.161347 | Standard | 326 |
23 | Musician | 48434.660 | 5 | 5 | 5 | 0 | 13 | 9 | 11.44 | 1.0 | Standard | 23.19 | 27.436399 | Yes | 0.000000 | 0.000000 | High_spent_Small_value_payments | 443.909253 | Standard | 282 |
23 | Lawyer | 16106.840 | 4 | 7 | 8 | 1 | 6 | 10 | 2.62 | 3.0 | Good | 1174.53 | 39.220098 | No | 12.367279 | 90.273932 | Low_spent_Small_value_payments | 324.182455 | Standard | 310 |
45 | Lawyer | 10024.955 | 4 | 4 | 11 | 7 | 21 | 20 | 15.03 | 7.0 | Standard | 1157.35 | 30.280679 | Yes | 47.279158 | 94.016212 | Low_spent_Small_value_payments | 242.845921 | Standard | 234 |
41 | Developer | 21120.835 | 3 | 5 | 2 | 3 | 20 | 1 | 11.73 | 1.0 | Good | 655.39 | 38.687568 | NM | 35.018732 | 0.000000 | High_spent_Large_value_payments | 348.510956 | Standard | 296 |
48 | Developer | 22323.280 | 0 | 5 | 9 | 4 | 6 | 11 | 7.20 | 7.0 | Good | 533.12 | 25.825026 | No | 53.861239 | 234.738955 | Low_spent_Small_value_payments | 202.327139 | Good | 327 |
42 | Architect | 20597.090 | 5 | 5 | 18 | 4 | 3 | 17 | 14.84 | 7.0 | Standard | 571.10 | 31.826023 | Yes | 41.847466 | 106.951631 | Low_spent_Small_value_payments | 326.043320 | Standard | 185 |
39 | Media_Manager | 35474.910 | 7 | 7 | 10 | 3 | 25 | 13 | 13.02 | 5.0 | Standard | 1199.05 | 35.649717 | Yes | 59.871398 | 244.014897 | Low_spent_Large_value_payments | 286.437955 | Good | 246 |
53 | Doctor | 139294.400 | 3 | 3 | 9 | 0 | 14 | 3 | 4.45 | 3.0 | Good | 499.06 | 44.247023 | No | 0.000000 | 261.218504 | High_spent_Medium_value_payments | 1126.868163 | Standard | 258 |
42 | Accountant | 13056.350 | 5 | 6 | 18 | 1 | 18 | 14 | 11.39 | 5.0 | Standard | 562.05 | 32.745717 | NM | 8.140792 | 38.385262 | High_spent_Small_value_payments | 331.176862 | Standard | 329 |
52 | Scientist | 49715.100 | 7 | 3 | 1 | 4 | 18 | 21 | 4.28 | 7.0 | Good | 1211.28 | 25.055291 | No | 122.770352 | 203.438177 | Low_spent_Small_value_payments | 372.283971 | Standard | 392 |
46 | Media_Manager | 25462.290 | 8 | 6 | 17 | 7 | 26 | 17 | 8.78 | 7.0 | Standard | 1189.30 | 21.740610 | Yes | 95.328801 | 167.863993 | Low_spent_Large_value_payments | 236.392957 | Standard | 76 |
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