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ID | Описание | Дата |
---|---|---|
0d107eea-6a00-45a5-959e-497d4fbafa33 | syndicate front-end content | 1971-07-16 |
650931c5-f43b-4d0b-936a-b84a6af2c1bf | visualize robust platforms | 1972-08-16 |
4202ac1e-a400-4a85-9df9-4b2fdcd7b799 | monetize intuitive methodologies | 1986-07-11 |
a82b0eb7-8c67-493a-9c2e-5ae33a7bd09d | productize plug-and-play supply-chains | 2020-12-03 |
713ddea5-9d62-456e-8579-84a60b04bd94 | utilize 24/7 channels | 2000-08-05 |
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 | Mechanic | 36490.980 | 4 | 5 | 8 | 4 | 21 | 18 | 0.00 | 7.0 | Standard | 581.05 | 28.924772 | NM | 92.351584 | 54.602302 | High_spent_Large_value_payments | 375.937615 | Standard | 141 |
48 | Architect | 83483.960 | 0 | 4 | 11 | 1 | 18 | 5 | 4.41 | 1.0 | Good | 152.98 | 27.055853 | No | 42.742361 | 280.370074 | High_spent_Small_value_payments | 632.187231 | Standard | 369 |
49 | Musician | 29365.120 | 5 | 5 | 12 | 1 | 11 | 11 | 7.04 | 4.0 | Good | 463.57 | 25.788717 | No | 21.521584 | 284.269185 | Low_spent_Small_value_payments | 236.618564 | Good | 313 |
41 | Journalist | 71695.680 | 3 | 6 | 19 | 2 | 5 | 8 | 13.57 | 1.0 | Standard | 529.91 | 22.504507 | Yes | 94.633427 | 329.171144 | High_spent_Small_value_payments | 409.659430 | Standard | 287 |
35 | Doctor | 87671.600 | 7 | 3 | 12 | 4 | 11 | 14 | 17.14 | 12.0 | Standard | 1375.37 | 31.087387 | Yes | 195.775110 | 67.760999 | High_spent_Large_value_payments | 696.760558 | Standard | 173 |
53 | Engineer | 114588.400 | 5 | 7 | 20 | 0 | 18 | 18 | 17.21 | 1.0 | Standard | 941.85 | 41.956722 | NM | 0.000000 | 218.097271 | High_spent_Medium_value_payments | 965.706062 | Standard | 394 |
45 | Lawyer | 26733.390 | 8 | 6 | 9 | 4 | 27 | 13 | 10.97 | 1.0 | Good | 1413.64 | 41.105478 | NM | 49.942172 | 39.394241 | High_spent_Large_value_payments | 357.841837 | Standard | 307 |
28 | Engineer | 19370.480 | 6 | 3 | 10 | 3 | 11 | 16 | 5.58 | 1.0 | Standard | 482.47 | 36.206138 | No | 40.238899 | 119.580211 | Low_spent_Small_value_payments | 313.001557 | Standard | 254 |
23 | Developer | 126664.280 | 7 | 7 | 18 | 2 | 18 | 6 | 8.84 | 7.0 | Standard | 270.36 | 30.872647 | Yes | 149.180572 | 353.434171 | High_spent_Medium_value_payments | 794.820924 | Standard | 388 |
44 | Entrepreneur | 57180.880 | 3 | 4 | 9 | 0 | 4 | 12 | 3.89 | 2.0 | Good | 1126.79 | 29.249661 | No | 0.000000 | 142.780857 | High_spent_Small_value_payments | 575.626476 | Poor | 232 |
54 | Lawyer | 21434.275 | 1 | 5 | 3 | 3 | 10 | 2 | 4.54 | 3.0 | Good | 166.49 | 38.528254 | NM | 49.599586 | 0.000000 | Low_spent_Medium_value_payments | 223.982452 | Good | 191 |
22 | Entrepreneur | 18671.920 | 2 | 7 | 11 | 4 | 25 | 9 | 7.71 | 4.0 | Good | 438.75 | 32.521304 | NM | 57.156434 | 133.633718 | Low_spent_Small_value_payments | 253.909181 | Poor | 253 |
25 | Engineer | 14839.245 | 3 | 2 | 10 | 2 | 15 | 8 | 8.06 | 6.0 | Good | 1408.61 | 28.092788 | NM | 13.418114 | 93.011913 | Low_spent_Small_value_payments | 298.330348 | Good | 361 |
32 | Engineer | 156429.520 | 5 | 3 | 3 | 2 | 7 | 8 | 11.73 | 1.0 | Good | 1178.89 | 33.912879 | No | 179.176069 | 440.074914 | High_spent_Medium_value_payments | 926.328351 | Poor | 236 |
27 | Accountant | 92565.810 | 4 | 5 | 14 | 1 | 16 | 14 | 10.95 | 0.0 | Standard | 1236.76 | 37.337687 | No | 55.261997 | 314.715106 | High_spent_Medium_value_payments | 667.104647 | Standard | 197 |
41 | Lawyer | 22125.960 | 2 | 4 | 12 | 4 | 15 | 2 | 0.69 | 2.0 | Good | 828.16 | 34.208684 | No | 66.210114 | 29.829154 | High_spent_Large_value_payments | 307.243731 | Good | 274 |
55 | Musician | 35234.990 | 3 | 5 | 8 | 2 | 7 | 4 | 6.89 | 4.0 | Good | 1369.84 | 24.089810 | No | 46.847498 | 138.875158 | High_spent_Small_value_payments | 357.002261 | Good | 188 |
47 | Scientist | 63199.960 | 0 | 5 | 1 | 0 | 0 | 0 | 11.01 | 7.0 | Good | 1435.61 | 29.752886 | NM | 0.000000 | 0.000000 | High_spent_Small_value_payments | 549.045478 | Standard | 185 |
33 | Accountant | 14021.495 | 7 | 5 | 16 | 2 | 30 | 17 | 11.19 | 7.0 | Standard | 263.51 | 27.685647 | Yes | 13.546538 | 104.350798 | Low_spent_Small_value_payments | 279.848455 | Standard | 154 |
28 | Lawyer | 110138.400 | 4 | 3 | 11 | 3 | 16 | 16 | 1.03 | 1.0 | Standard | 586.89 | 39.859709 | No | 178.187063 | 132.191273 | High_spent_Large_value_payments | 871.541663 | Standard | 0 |
21 | Media_Manager | 18426.025 | 6 | 6 | 14 | 6 | 13 | 19 | 7.67 | 8.0 | Standard | 364.10 | 27.834004 | Yes | 78.428286 | 85.885592 | Low_spent_Medium_value_payments | 267.036330 | Standard | 0 |
30 | Musician | 69332.900 | 7 | 4 | 14 | 0 | 5 | 8 | 16.49 | 0.0 | Standard | 622.41 | 31.933886 | Yes | 0.000000 | 142.238518 | High_spent_Large_value_payments | 667.335649 | Standard | 294 |
20 | Engineer | 60489.880 | 4 | 5 | 5 | 2 | 7 | 15 | 9.48 | 0.0 | Standard | 465.98 | 33.917869 | No | 88.907345 | 357.571660 | Low_spent_Large_value_payments | 323.203329 | Standard | 299 |
48 | Doctor | 34766.910 | 8 | 5 | 3 | 3 | 27 | 16 | 3.95 | 2.0 | Standard | 217.50 | 25.610939 | No | 76.908219 | 39.924949 | High_spent_Large_value_payments | 402.191081 | Standard | 228 |
35 | Lawyer | 7957.910 | 2 | 2 | 17 | 5 | 23 | 17 | 11.13 | 8.0 | Standard | 818.50 | 27.517015 | Yes | 31.461448 | 32.407789 | Low_spent_Small_value_payments | 282.446680 | Standard | 123 |
56 | Lawyer | 27061.840 | 4 | 5 | 11 | 3 | 24 | 17 | 2.01 | 2.0 | Standard | 936.10 | 33.781712 | Yes | 44.001292 | 145.091057 | High_spent_Small_value_payments | 285.722984 | Standard | 228 |
23 | Lawyer | 110603.940 | 5 | 7 | 12 | 1 | 24 | 13 | 5.75 | 1.0 | Standard | 805.01 | 29.015746 | No | 68.791602 | 318.974892 | High_spent_Medium_value_payments | 808.633006 | Standard | 241 |
27 | Writer | 152104.680 | 2 | 3 | 11 | 1 | 12 | 6 | 3.76 | 2.0 | Good | 370.63 | 31.552894 | No | 114.703092 | 399.322507 | High_spent_Medium_value_payments | 996.313402 | Good | 282 |
22 | Media_Manager | 73543.180 | 6 | 3 | 11 | 0 | 26 | 12 | 8.69 | 5.0 | Standard | 1090.21 | 24.350046 | Yes | 0.000000 | 535.978183 | Low_spent_Small_value_payments | 357.881650 | Standard | 205 |
44 | Architect | 7801076.000 | 4 | 5 | 19 | 1 | 18 | 9 | 13.62 | 6.0 | Standard | 933.83 | 34.009341 | Yes | 41.708245 | 167.104791 | Low_spent_Small_value_payments | 553.308631 | Poor | 262 |
52 | Writer | 105842.960 | 7 | 7 | 15 | 2 | 7 | 0 | 1.20 | 5.0 | Standard | 303.24 | 41.273015 | No | 122.930182 | 0.000000 | High_spent_Large_value_payments | 794.665633 | Good | 226 |
18 | Lawyer | 42903.790 | 0 | 4 | 6 | 1 | 14 | 0 | 5.10 | 1.0 | Good | 1079.48 | 23.140640 | No | 34.975457 | 450.646093 | Low_spent_Small_value_payments | 151.210033 | Good | 341 |
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