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ID | Описание | Дата |
---|---|---|
8e4623cf-06c8-4528-bb1e-04b4d5f19dce | strategize robust ROI | 2022-04-24 |
071a83e0-bb33-4abd-887f-f45f673908e0 | benchmark bricks-and-clicks bandwidth | 1993-12-17 |
00069aa6-837e-41e6-bb4f-ed67c626751b | re-contextualize plug-and-play e-markets | 1987-08-04 |
b2d165dd-56f8-4cf0-a71c-68ce6c048a3a | synthesize back-end portals | 2008-10-17 |
3d87ea12-9a39-4db2-a71e-22c1c85e58d3 | incubate proactive paradigms | 2021-04-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Lawyer | 39696.980 | 5 | 5 | 10 | 1 | 16 | 3 | 1.98 | 1.0 | Good | 133.30 | 39.886227 | No | 31.906580 | 73.870940 | High_spent_Medium_value_payments | 465.330647 | Poor | 255 |
24 | Mechanic | 37788.300 | 3 | 4 | 9 | 2 | 18 | 1 | 1.40 | 4.0 | Good | 1124.37 | 27.857115 | No | 39.655554 | 159.642244 | Low_spent_Large_value_payments | 380.404702 | Good | 298 |
21 | Journalist | 103968.390 | 3 | 7 | 6 | 1 | 14 | 10 | 4.37 | 0.0 | Good | 1234.59 | 38.007686 | No | 73.637413 | 340.624015 | Low_spent_Medium_value_payments | 726.941821 | Standard | 212 |
52 | Accountant | 94216.140 | 3 | 6 | 5 | 1 | 22 | 16 | 1.71 | 0.0 | Standard | 355.07 | 39.158147 | Yes | 59.906673 | 143.964427 | High_spent_Large_value_payments | 794.863399 | Standard | 265 |
33 | Scientist | 74192.070 | 4 | 4 | 18 | 3 | 10 | 19 | 11.59 | 5.0 | Standard | 1200.73 | 29.835831 | Yes | 101.066216 | 0.000000 | Low_spent_Large_value_payments | 310.843976 | Standard | 267 |
46 | Media_Manager | 106695.480 | 3 | 5 | 5 | 2 | 20 | 11 | 4.18 | 2.0 | Good | 715.37 | 31.064251 | No | 129.202054 | 997.538231 | Low_spent_Small_value_payments | 44.488715 | Standard | 376 |
55 | Mechanic | 103187.220 | 0 | 3 | 6 | 0 | 9 | 11 | 4.07 | 4.0 | Good | 790.99 | 34.771057 | No | 0.000000 | 106.699838 | High_spent_Medium_value_payments | 985.393662 | Good | 0 |
41 | Engineer | 35728.540 | 7 | 7 | 11 | 3 | 6 | 18 | 1.87 | 0.0 | Standard | 1229.33 | 35.008752 | No | 58.729471 | 37.518703 | High_spent_Large_value_payments | 453.389659 | Standard | 267 |
52 | Teacher | 46683.120 | 7 | 7 | 19 | 1 | 19 | 22 | 11.72 | 0.0 | Standard | 230.77 | 27.625836 | Yes | 27.724981 | 156.283574 | High_spent_Medium_value_payments | 446.617444 | Standard | 395 |
56 | Entrepreneur | 93125.480 | 4 | 5 | 8 | 0 | 11 | 20 | 7.76 | 0.0 | Standard | 461.72 | 28.377353 | Yes | 0.000000 | 588.371202 | Low_spent_Medium_value_payments | 468.574464 | Good | 243 |
51 | Doctor | 36918.960 | 3 | 5 | 6 | 2 | 29 | 11 | 11.33 | 4.0 | Standard | 1190.58 | 37.705626 | No | 41.244418 | 303.584367 | Low_spent_Medium_value_payments | 229.029215 | Standard | 220 |
54 | Entrepreneur | 82015.880 | 0 | 5 | 2 | 2 | 12 | 11 | 3.26 | 5.0 | Good | 1259.34 | 27.987339 | No | 115.473102 | 512.497300 | Low_spent_Medium_value_payments | 342.795265 | Good | 188 |
22 | Engineer | 7019.435 | 6 | 5 | 20 | 6 | 23 | 8 | 11.42 | 5.0 | Standard | 328.81 | 29.508750 | Yes | 25.239875 | 45.819989 | Low_spent_Small_value_payments | 290.135428 | Standard | 78 |
15 | Writer | 19647.550 | 4 | 7 | 15 | 6 | 27 | 14 | 14.07 | 4.0 | Standard | 1207.31 | 32.028173 | NM | 82.201117 | 0.000000 | High_spent_Medium_value_payments | 300.484181 | Standard | 179 |
36 | Entrepreneur | 17394.320 | 8 | 4 | 14 | 1 | 12 | 21 | 6.13 | 2.0 | Standard | 1498.41 | 25.257101 | No | 13.032939 | 59.700160 | Low_spent_Large_value_payments | 321.019568 | Standard | 361 |
46 | Writer | 119885.440 | 3 | 3 | 20 | 1 | 27 | 9 | 11.56 | 4.0 | Standard | 538.53 | 34.894788 | No | 62.599918 | 503.097501 | Low_spent_Small_value_payments | 738.347914 | Standard | 315 |
30 | Media_Manager | 39832.820 | 8 | 8 | 31 | 4 | 51 | 13 | 13.49 | 11.0 | Standard | 1446.99 | 39.937012 | Yes | 75.572569 | 51.177861 | High_spent_Large_value_payments | 462.489737 | Standard | 143 |
51 | Engineer | 34188.050 | 5 | 6 | 17 | 0 | 14 | 18 | 7.71 | 8.0 | Standard | 34.45 | 27.288416 | Yes | 0.000000 | 95.795425 | High_spent_Small_value_payments | 446.304991 | Good | 349 |
42 | Teacher | 34571.530 | 5 | 5 | 5 | 2 | 4 | 3 | 10.37 | 1.0 | Good | 58.37 | 38.437970 | No | 41.836331 | 150.888443 | High_spent_Small_value_payments | 352.771309 | Standard | 316 |
35 | Teacher | 32077.740 | 5 | 4 | 5 | 0 | 17 | 12 | 8.52 | 7.0 | Standard | 255.82 | 30.886996 | Yes | 0.000000 | 99.809758 | Low_spent_Medium_value_payments | 470.704742 | Standard | 76 |
51 | Writer | 31527.530 | 6 | 3 | 11 | 1 | 22 | 13 | 0.38 | 3.0 | Standard | 1063.18 | 31.782146 | No | 16.260074 | 49.760180 | High_spent_Small_value_payments | 479.309163 | Standard | 249 |
32 | Lawyer | 41709.640 | 3 | 2 | 8 | 0 | 9 | 2 | 8.08 | 3.0 | Good | 1307.73 | 32.608913 | No | 0.000000 | 65.291601 | High_spent_Medium_value_payments | 558.688733 | Good | 275 |
27 | Doctor | 12525.745 | 8 | 7 | 11 | 4 | 19 | 2334 | 19.18 | 7.0 | Standard | 845.79 | 34.328310 | Yes | 28.080674 | 80.433140 | Low_spent_Small_value_payments | 281.967394 | Standard | 206 |
54 | Media_Manager | 19797.895 | 4 | 4 | 6 | 1 | 5 | 5 | 9.28 | 0.0 | Good | 607.67 | 32.640152 | No | 13.047194 | 153.582396 | Low_spent_Large_value_payments | 285.052868 | Poor | 185 |
55 | Mechanic | 39327.920 | 1 | 6 | 11 | 1 | 16 | 6 | 1.51 | 3.0 | Good | 127.29 | 34.101408 | No | 19.809762 | 55.132298 | High_spent_Large_value_payments | 488.390607 | Poor | 376 |
56 | Mechanic | 21028.910 | 5 | 6 | 8 | 3 | 14 | 11 | 14.30 | 3.0 | Standard | 658.48 | 30.877701 | No | 27.302146 | 183.240097 | Low_spent_Small_value_payments | 261.798674 | Standard | 296 |
34 | Scientist | 42585.400 | 0 | 7 | 6 | 0 | 0 | 7 | 0.92 | 3.0 | Good | 1076.70 | 38.523879 | No | 0.000000 | 51.553284 | High_spent_Large_value_payments | 516.525049 | Standard | 308 |
54 | Teacher | 72363.720 | 5 | 3 | 8 | 3 | 0 | 0 | 6.85 | 7.0 | Good | 364.45 | 32.411769 | No | 137.672966 | 302.813950 | Low_spent_Medium_value_payments | 451.944084 | Standard | 0 |
42 | Musician | 17481.785 | 4 | 6 | 5 | 2 | 15 | 19 | 0.72 | 0.0 | Good | 1148.28 | 24.459623 | NM | 18.079812 | 13.353074 | High_spent_Large_value_payments | 382.248656 | Good | 296 |
39 | Musician | 57878.700 | 4 | 4 | 13 | 1 | 8 | 16 | 8.07 | 0.0 | Standard | 693.23 | 31.029299 | No | 41.263412 | 331.456902 | Low_spent_Large_value_payments | 408.202187 | Standard | 224 |
55 | Developer | 11680.310 | 3 | 4 | 13 | 2 | 21 | 4037 | 3.51 | 3.0 | Standard | 58.64 | 29.051636 | No | 122.600780 | 53.117637 | High_spent_Small_value_payments | 308.754626 | Standard | 272 |
27 | Entrepreneur | 64363.920 | 4 | 6 | 6 | 5 | 28 | 10 | 16.91 | 5.0 | Standard | 978.79 | 29.514988 | Yes | 176.843978 | 39.021922 | High_spent_Large_value_payments | 585.300100 | Standard | 112 |
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