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ID | Описание | Дата |
---|---|---|
9e5efae9-0828-48bc-83e7-dcfe6dfbb7ac | target robust channels | 2007-12-30 |
8430540e-924b-43bb-8a45-dd3d6c36a57d | aggregate intuitive convergence | 1974-04-25 |
a11bca47-9985-472d-ba73-4d228a622e34 | mesh plug-and-play e-tailers | 1984-08-11 |
8c03bba0-e4fc-4ff6-915c-2b5824f4f0ce | harness proactive action-items | 2012-04-13 |
1b5cd88d-abf0-4035-8300-fe3db0e4972f | syndicate bricks-and-clicks bandwidth | 2012-08-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Entrepreneur | 118248.600 | 5 | 1 | 4 | 0 | 13 | 7 | 3.69 | 4.0 | Good | 191.09 | 44.246421 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1142.147936 | Good | 208 |
24 | Lawyer | 21364.200 | 3 | 3 | 17 | 1 | 9 | 16 | 9.10 | 6.0 | Standard | 1178.60 | 31.465651 | NM | 9.230471 | 70.476671 | Low_spent_Medium_value_payments | 373.127858 | Standard | 355 |
26 | Media_Manager | 7006.520 | 8 | 5 | 17 | 3 | 43 | 0 | 8.82 | 6.0 | Bad | 1363.34 | 29.972129 | NM | 16.980603 | 0.000000 | Low_spent_Small_value_payments | 304.881401 | Poor | 143 |
37 | Teacher | 28840.800 | 3 | 4 | 6 | 1 | 1 | 5 | 0.64 | 2.0 | Good | 1147.59 | 37.678135 | No | 19.437809 | 109.259409 | Low_spent_Large_value_payments | 358.242782 | Standard | 232 |
25 | Writer | 24131.570 | 7 | 7 | 13 | 2 | 15 | 10 | 1.51 | 0.0 | Standard | 1246.66 | 29.219387 | No | 38.599644 | 0.000000 | Low_spent_Small_value_payments | 339.078399 | Standard | 210 |
54 | Writer | 87903.620 | 2 | 6 | 12 | 3 | 14 | 2 | 7.86 | 3.0 | Good | 34.36 | 30.098386 | NM | 143.256092 | 214.951462 | Low_spent_Medium_value_payments | 648.722612 | Good | 220 |
26 | Architect | 121466.800 | 0 | 7 | 8 | 2 | 2 | 9 | 2.10 | 0.0 | Good | 475.07 | 36.914968 | No | 178.195874 | 1293.632737 | Low_spent_Small_value_payments | 0.000000 | Good | 366 |
37 | Manager | 97420.860 | 6 | 7 | 20 | 4 | 22 | 15 | 1.08 | 3.0 | Standard | 619.58 | 31.785652 | No | 179.021146 | 319.249841 | High_spent_Medium_value_payments | 535.569513 | Standard | 337 |
14 | Architect | 19453.050 | 3 | 6 | 10 | 6 | 23 | 15 | 19.86 | 11.0 | Standard | 731.24 | 28.976562 | Yes | 77.110089 | 228.143630 | Low_spent_Small_value_payments | 176.455032 | Standard | 204 |
25 | Teacher | 29633.990 | 7 | 4 | 15 | 2 | 23 | 18 | 9.95 | 9.0 | Standard | 113.42 | 32.854180 | Yes | 32.226013 | 120.976915 | High_spent_Small_value_payments | 343.846988 | Standard | 77 |
22 | Lawyer | 28910.140 | 8 | 6 | 11 | 4 | 7 | 0 | 7.67 | 3.0 | Standard | 496.03 | 40.448036 | No | 75.124270 | 105.698271 | Low_spent_Small_value_payments | 353.295293 | Poor | 266 |
40 | Architect | 18944.840 | 7 | 6 | 24 | 8 | 59 | 23 | 3.50 | 10.0 | Bad | 1456.02 | 32.046163 | Yes | 116.987979 | 16.509126 | High_spent_Large_value_payments | 268.176561 | Poor | 104 |
40 | Mechanic | 72814.860 | 2 | 5 | 4 | 0 | 11 | 4 | 2.43 | 4.0 | Good | 557.78 | 34.172127 | No | 0.000000 | 258.205734 | Low_spent_Large_value_payments | 615.384766 | Good | 318 |
20 | Lawyer | 20985.480 | 7 | 3 | 9 | 4 | 6 | 7 | 12.37 | 12.0 | Standard | 714.54 | 27.762900 | Yes | 38.216485 | 0.000000 | High_spent_Large_value_payments | 323.253782 | Standard | 147 |
52 | Scientist | 44835.390 | 3 | 4 | 4 | 4 | 30 | 12 | 12.53 | 9.0 | Good | 953.75 | 36.509616 | No | 96.924703 | 356.294805 | Low_spent_Small_value_payments | 190.608743 | Poor | 189 |
22 | Developer | 29960.970 | 3 | 6 | 14 | 1 | 15 | 17 | 19.54 | 6.0 | Standard | 744.37 | 31.741058 | Yes | 17.234859 | 84.050651 | High_spent_Medium_value_payments | 372.789240 | Standard | 377 |
44 | Manager | 32766.460 | 3 | 6 | 9 | 3 | 30 | 10 | 12.10 | 8.0 | Standard | 521.10 | 36.112182 | NM | 54.055619 | 0.000000 | High_spent_Medium_value_payments | 366.033221 | Good | 204 |
35 | Developer | 18419.570 | 4 | 4 | 10 | 1 | 14 | 7 | 2.08 | 1.0 | Good | 699.06 | 28.649064 | No | 9.803353 | 118.985595 | Low_spent_Small_value_payments | 285.607469 | Standard | 304 |
18 | Teacher | 14394.435 | 5 | 6 | 5 | 5 | 17 | 14 | 10.18 | 4.0 | Standard | 159.41 | 28.664480 | Yes | 53.517016 | 0.000000 | Low_spent_Small_value_payments | 185.581713 | Standard | 235 |
49 | Architect | 4313611.000 | 7 | 5 | 11 | 0 | 9 | 0 | 9.52 | 3.0 | Standard | 334.24 | 28.637458 | Yes | 0.000000 | 659.145681 | Low_spent_Large_value_payments | 814.910985 | Standard | 188 |
17 | Doctor | 27621.230 | 5 | 6 | 20 | 4 | 18 | 19 | 9.35 | 6.0 | Standard | 555.67 | 33.949274 | Yes | 62.493925 | 179.160275 | Low_spent_Large_value_payments | 244.922716 | Standard | 201 |
36 | Lawyer | 14528.810 | 6 | 4 | 20 | 2 | 3 | 16 | 10.84 | 12.0 | Standard | 67.59 | 24.597109 | Yes | 15.895561 | 64.654084 | High_spent_Small_value_payments | 290.123771 | Poor | 112 |
26 | Manager | 92652.090 | 7 | 7 | 4 | 1 | 9 | 0 | 12.17 | 4.0 | Standard | 156.76 | 32.461389 | No | 41.364817 | 696.329784 | Low_spent_Small_value_payments | 315.806149 | Standard | 230 |
17 | Media_Manager | 15344.790 | 5 | 6 | 7 | 4 | 13 | 10 | 12.63 | 6.0 | Standard | 976.94 | 25.897303 | Yes | 33.055434 | 159.484569 | Low_spent_Small_value_payments | 228.633247 | Standard | 0 |
24 | Writer | 12833.680 | 3 | 4 | 6 | 4 | 29 | 20 | 8.10 | 2.0 | Good | 100.30 | 39.235587 | No | 35.749769 | 0.000000 | Low_spent_Small_value_payments | 286.307565 | Good | 213 |
31 | Manager | 95854.500 | 3 | 4 | 9 | 1 | 19 | 7 | 10.19 | 4.0 | Standard | 989.09 | 31.374523 | Yes | 41.204378 | 0.000000 | High_spent_Medium_value_payments | 832.466050 | Standard | 398 |
18 | Scientist | 18083.015 | 0 | 5 | 6 | 1 | 9 | 0 | 4.78 | 3.0 | Good | 796.31 | 26.583297 | No | 8.350875 | 41.041017 | High_spent_Medium_value_payments | 378.699899 | Standard | 331 |
22 | Scientist | 66387.420 | 4 | 5 | 12 | 6 | 27 | 19 | 10.46 | 11.0 | Standard | 1175.18 | 28.875875 | Yes | 194.796229 | 547.310122 | Low_spent_Medium_value_payments | 92.422149 | Standard | 204 |
33 | Manager | 35491.290 | 3 | 3 | 12 | 3 | 20 | 10 | 1.51 | 3.0 | Standard | 359.63 | 39.949348 | No | 63.726645 | 36.287508 | High_spent_Medium_value_payments | 438.346597 | Standard | 342 |
48 | Writer | 32228.670 | 7 | 6 | 8 | 4 | 25 | 10 | 12.00 | 4.0 | Standard | 940.36 | 38.023907 | Yes | 78.085747 | 198.654371 | Low_spent_Large_value_payments | 285.032133 | Standard | 386 |
51 | Journalist | 23412.900 | 5 | 6 | 4 | 1 | 19 | 18 | 12.86 | 3.0 | Standard | 467.70 | 32.978188 | No | 12.709242 | 35.001520 | High_spent_Large_value_payments | 390.396738 | Standard | 320 |
35 | Entrepreneur | 15900012.000 | 3 | 5 | 4 | 0 | 5 | 13 | 3.18 | 5.0 | Standard | 896.47 | 37.336283 | No | 0.000000 | 38.437521 | High_spent_Medium_value_payments | 456.889646 | Standard | 196 |
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