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ID | Описание | Дата |
---|---|---|
fa901570-8334-4c13-a325-04f5cf36e44c | strategize leading-edge channels | 2002-05-26 |
dc091ffb-2d75-4804-893e-b74d84c17639 | cultivate virtual e-services | 2008-09-29 |
1e725bc1-2548-4a07-9478-13d091da366b | integrate real-time platforms | 2018-05-04 |
75b9d81a-c43e-4868-92d1-1ca8cd5db436 | enable wireless info-mediaries | 1983-06-01 |
ebcb7a05-90cc-4258-98c6-712be594c852 | redefine distributed communities | 1988-09-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | Writer | 85423.160 | 6 | 3 | 14 | 2 | 30 | 17 | 16.94 | 6.0 | Standard | 902.37 | 37.385613 | Yes | 120.141634 | 353.494415 | High_spent_Small_value_payments | 486.423618 | Standard | 163 |
49 | Journalist | 97515.780 | 5 | 7 | 16 | 0 | 6 | 9 | 9.15 | 5.0 | Standard | 154.94 | 43.436535 | Yes | 0.000000 | 144.366732 | High_spent_Large_value_payments | 902.264768 | Standard | 397 |
29 | Lawyer | 20790.085 | 2 | 7 | 12 | 4 | 4 | 5 | 5.01 | 5.0 | Good | 695.85 | 25.952555 | No | 50.343170 | 0.000000 | High_spent_Medium_value_payments | 340.573869 | Poor | 277 |
28 | Media_Manager | 66575.200 | 5 | 4 | 2 | 2 | 8 | 5 | 8.96 | 6.0 | Good | 985.64 | 26.064428 | No | 107.505399 | 473.630226 | Low_spent_Small_value_payments | 272.057709 | Standard | 204 |
50 | Mechanic | 86742.320 | 8 | 4 | 19 | 2 | 8 | 12 | 14.12 | 2.0 | Standard | 19.11 | 36.259830 | Yes | 136.342311 | 385.525096 | Low_spent_Medium_value_payments | 461.185259 | Standard | 311 |
46 | Doctor | 126091.710 | 1 | 5 | 6 | 0 | 0 | 6 | 4.38 | 2.0 | Good | 1456.29 | 38.461370 | No | 0.000000 | 431.524990 | High_spent_Medium_value_payments | 859.139260 | Good | 0 |
46 | Manager | 147334.320 | 5 | 1 | 7 | 0 | 0 | 9 | 8.96 | 4.0 | Good | 1133.25 | 31.534139 | No | 0.000000 | 767.775466 | Low_spent_Small_value_payments | 744.610534 | Standard | 299 |
37 | Lawyer | 19427.140 | 4 | 6 | 16 | 6 | 29 | 15 | 11.40 | 7.0 | Standard | 696.13 | 24.906394 | Yes | 75.288729 | 85.191246 | Low_spent_Small_value_payments | 270.012858 | Standard | 128 |
23 | Engineer | 107334.880 | 8 | 5 | 8 | 0 | 11 | 15 | 15.52 | 6.0 | Standard | 508.85 | 39.229914 | Yes | 0.000000 | 136.568121 | High_spent_Large_value_payments | 991.789213 | Standard | 279 |
55 | Accountant | 49790.500 | 6 | 5 | 15 | 2 | 23 | 0 | 3.34 | 1.0 | Standard | 1021.50 | 28.665176 | No | 63.078418 | 53.716142 | High_spent_Medium_value_payments | 539.226273 | Standard | 0 |
39 | Musician | 75839.220 | 7 | 4 | 11 | 2 | 26 | 8 | 2.95 | 3.0 | Standard | 717.83 | 24.674167 | No | 122.177744 | 664.158914 | Low_spent_Small_value_payments | 147.556841 | Standard | 0 |
32 | Architect | 77905.920 | 6 | 4 | 8 | 3 | 27 | 18 | 16.62 | 5.0 | Standard | 1358.16 | 32.100812 | Yes | 150.026842 | 61.702781 | High_spent_Large_value_payments | 691.786377 | Standard | 0 |
26 | Manager | 39343.020 | 4 | 4 | 5 | 2 | 5 | 20 | 6.04 | 6.0 | Standard | 347.48 | 32.181120 | No | 64.282436 | 225.070943 | Low_spent_Small_value_payments | 305.605120 | Standard | 341 |
28 | Accountant | 34946.420 | 4 | 1 | 4 | 0 | 7 | 9 | 15.32 | 2.0 | Good | 860.37 | 33.986835 | No | 0.000000 | 213.446229 | Low_spent_Medium_value_payments | 330.073937 | Standard | 358 |
21 | Manager | 58452.180 | 3 | 5 | 2 | 0 | 2 | 0 | 6.83 | 5.0 | Good | 1437.16 | 22.950978 | No | 0.000000 | 534.156754 | Low_spent_Small_value_payments | 223.444746 | Poor | 213 |
41 | Media_Manager | 74961.780 | 1 | 3 | 11 | 2 | 19 | 9 | 7.41 | 0.0 | Good | 245.46 | 27.327110 | No | 70.893504 | 79.839882 | High_spent_Large_value_payments | 738.548114 | Good | 324 |
48 | Manager | 22292.160 | 5 | 5 | 14 | 0 | 27 | 18 | 13.55 | 2.0 | Standard | 1143.80 | 32.299702 | No | 0.000000 | 81.789113 | Low_spent_Small_value_payments | 364.278887 | Standard | 236 |
49 | Developer | 59703.460 | 3 | 3 | 9 | 4 | 2 | 11 | 8.36 | 1.0 | Good | 621.50 | 31.759289 | No | 121.967323 | 562.738805 | Low_spent_Small_value_payments | 79.222705 | Standard | 290 |
55 | Writer | 39244.260 | 3 | 5 | 10 | 4 | 23 | 5 | 4.54 | 9.0 | Good | 106.28 | 35.837098 | No | 70.286007 | 0.000000 | Low_spent_Medium_value_payments | 328.157262 | Standard | 377 |
26 | Developer | 24390.290 | 3 | 6 | 3 | 3 | 23 | 16 | 4.70 | 3.0 | Good | 523.63 | 26.109012 | No | 37.760896 | 16.428660 | High_spent_Large_value_payments | 362.062860 | Poor | 390 |
24 | Lawyer | 20395.540 | 3 | 3 | 20 | 2 | 7 | 13 | 9.01 | 4.0 | Standard | 451.16 | 37.413485 | No | 19.491290 | 139.509678 | Low_spent_Small_value_payments | 321.961864 | Standard | 291 |
54 | Entrepreneur | 82969.920 | 4 | 5 | 20 | 1 | 8 | 0 | 7.81 | 4.0 | Standard | 822.11 | 40.001831 | NM | 42.327575 | 47.061860 | High_spent_Large_value_payments | 820.026565 | Standard | 188 |
53 | Journalist | 114300.320 | 7 | 6 | 5 | 1 | 20 | 11 | 0.09 | 8.0 | Standard | 518.86 | 34.287933 | Yes | 61.825235 | 814.572535 | Low_spent_Large_value_payments | 358.004897 | Standard | 197 |
29 | Architect | 87232.860 | 4 | 4 | 20 | 3 | 27 | 9 | 12.84 | 8.0 | Standard | 1169.61 | 38.903492 | Yes | 177.529159 | 0.000000 | High_spent_Medium_value_payments | 694.296446 | Standard | 340 |
31 | Entrepreneur | 13815.325 | 4 | 4 | 4 | 0 | 6 | 14 | 0.52 | 5.0 | Standard | 565.72 | 38.131190 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 286.560821 | Standard | 359 |
37 | Musician | 75605.820 | 0 | 3 | 4 | 0 | 6 | 2 | 2.06 | 7.0 | Good | 131.13 | 29.300380 | No | 0.000000 | 165.858942 | High_spent_Large_value_payments | 724.889558 | Good | 297 |
28 | Mechanic | 28207.030 | 8 | 7 | 10 | 0 | 28 | 9 | 15.48 | 10.0 | Standard | 1406.85 | 38.663983 | Yes | 0.000000 | 116.278475 | High_spent_Small_value_payments | 355.380108 | Good | 0 |
41 | Accountant | 61876.140 | 8 | 7 | 13 | 4 | 19 | 23 | 17.37 | 5.0 | Standard | 1282.29 | 28.579933 | Yes | 169.980322 | 109.357861 | High_spent_Large_value_payments | 499.396318 | Standard | 132 |
24 | Mechanic | 39431.650 | 5 | 4 | 2 | 1 | 13 | 1 | 2.87 | 4.0 | Good | 1392.78 | 40.120932 | No | 19.884571 | 128.699696 | High_spent_Medium_value_payments | 446.212815 | Good | 290 |
31 | Writer | 16381.950 | 7 | 6 | 14 | 0 | 15 | 0 | 18.43 | 7.0 | Standard | 1493.68 | 31.116872 | Yes | 0.000000 | 81.702913 | Low_spent_Small_value_payments | 316.513337 | Standard | 202 |
33 | Architect | 60446.620 | 6 | 3 | 20 | 3 | 27 | 15 | 8.65 | 6.0 | Standard | 136.13 | 36.028628 | Yes | 78.571174 | 173.733919 | High_spent_Medium_value_payments | 504.216741 | Standard | 161 |
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