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ID | Описание | Дата |
---|---|---|
0a05ab3d-ca91-4c78-af5a-0acec5c03436 | innovate enterprise niches | 2020-09-09 |
74533f43-f3e4-4705-96bc-9594f9ea12f8 | envisioneer one-to-one niches | 1988-02-18 |
66251bd7-bf72-4a41-8c44-029db7fddff0 | syndicate seamless mindshare | 2002-12-19 |
c4d088a3-c0b6-4d29-a938-d0290f19a498 | engineer next-generation web-readiness | 2007-12-05 |
b00cf0c8-b6a0-40a1-958b-984c9023579d | optimize bleeding-edge channels | 2007-10-28 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Entrepreneur | 151722.560 | 5 | 5 | 2 | 2 | 16 | 3 | 2.89 | 1.0 | Good | 218.25 | 37.294682 | NM | 164.952079 | 121.408082 | High_spent_Large_value_payments | 1188.894505 | Standard | 260 |
37 | Architect | 64397.880 | 7 | 5 | 11 | 0 | 21 | 18 | 19.43 | 7.0 | Standard | 1001.74 | 39.587094 | Yes | 0.000000 | 102.090611 | High_spent_Medium_value_payments | 671.958389 | Standard | 227 |
47 | Doctor | 30081.370 | 1 | 2 | 3 | 1 | 6 | 12 | 7.18 | 1.0 | Good | 1421.99 | 34.277699 | No | 13.671713 | 180.624595 | Low_spent_Small_value_payments | 329.081776 | Good | 363 |
52 | Musician | 87636.030 | 4 | 1 | 4 | 2 | 3 | 5 | 3.38 | 1.0 | Good | 202.96 | 28.842966 | No | 81.835817 | 0.000000 | High_spent_Medium_value_payments | 647.572013 | Good | 0 |
34 | Mechanic | 16173.510 | 8 | 6 | 17 | 2 | 13 | 18 | 17.59 | 7.0 | Standard | 751.55 | 29.593546 | Yes | 17.761333 | 142.943885 | Low_spent_Medium_value_payments | 277.474032 | Standard | 70 |
28 | Teacher | 36794.540 | 7 | 4 | 9 | 0 | 27 | 0 | 8.69 | 5.0 | Standard | 1117.63 | 38.352403 | Yes | 0.000000 | 66.664401 | High_spent_Large_value_payments | 489.856766 | Standard | 0 |
38 | Accountant | 21490.820 | 3 | 5 | 5 | 4 | 30 | 0 | 8.00 | 5.0 | Standard | 437.91 | 23.214795 | Yes | 58.148358 | 71.001849 | Low_spent_Large_value_payments | 322.139960 | Standard | 311 |
22 | Scientist | 14584.155 | 4 | 6 | 4 | 3 | 24 | 12 | 10.46 | 1.0 | Standard | 883.90 | 35.911438 | No | 24.712829 | 111.676675 | Low_spent_Small_value_payments | 249.545121 | Standard | 367 |
31 | Manager | 30429.910 | 4 | 6 | 16 | 2 | 27 | 0 | 3.67 | 3.0 | Standard | 362.48 | 27.429140 | NM | 29.914076 | 197.779008 | Low_spent_Small_value_payments | 343.189498 | Standard | 345 |
26 | Media_Manager | 31731.940 | 5 | 6 | 10 | 3 | 25 | 12 | 11.51 | 3.0 | Standard | 889.42 | 33.632651 | No | 75.002311 | 81.084762 | High_spent_Small_value_payments | 366.845760 | Standard | 0 |
31 | Manager | 112460.880 | 2 | 4 | 9 | 1 | 29 | 12 | 10.04 | 2.0 | Good | 208.84 | 40.611494 | No | 86.610870 | 301.495414 | Low_spent_Medium_value_payments | 813.267716 | Poor | 192 |
44 | Writer | 68380.290 | 4 | 4 | 18 | 3 | 21 | 16 | 4.74 | 9.0 | Standard | 1293.30 | 29.003132 | No | 105.887837 | 280.906568 | Low_spent_Large_value_payments | 428.041345 | Standard | 234 |
39 | Writer | 46645.860 | 4 | 3 | 5 | 2 | 10 | 10 | 9.89 | 9.0 | Standard | 1157.31 | 35.791805 | Yes | 61.795320 | 80.667627 | High_spent_Large_value_payments | 503.152553 | Standard | 135 |
32 | Engineer | 39791.200 | 6 | 9 | 29 | 2 | 31 | 23 | 15.55 | 7.0 | Bad | 1287.18 | 24.486059 | Yes | 58.038856 | 275.170960 | Low_spent_Large_value_payments | 285.983518 | Poor | 114 |
44 | Teacher | 19675.250 | 5 | 3 | 1 | 0 | 14 | 5 | 2.90 | 3.0 | Good | 856.75 | 38.418627 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 367.756478 | Good | 397 |
32 | Manager | 20908.120 | 6 | 4 | 14 | 4 | 27 | 9 | 4.17 | 2.0 | Standard | 1461.03 | 35.450402 | No | 139.172658 | 109.850110 | High_spent_Small_value_payments | 261.647216 | Good | 330 |
19 | Engineer | 25784.650 | 3 | 7 | 20 | 6 | 15 | 8 | 11.79 | 8.0 | Standard | 1181.19 | 25.062010 | Yes | 100.308227 | 0.000000 | High_spent_Small_value_payments | 301.478156 | Good | 76 |
37 | Developer | 17559.880 | 2 | 7 | 5 | 0 | 1 | 6 | 7.02 | 0.0 | Good | 23.70 | 24.224788 | No | 0.000000 | 25.879738 | High_spent_Medium_value_payments | 342.052595 | Good | 221 |
47 | Scientist | 18186.220 | 7 | 4 | 15 | 0 | 22 | 16 | 5.49 | 4.0 | Standard | 1.42 | 34.959385 | No | 0.000000 | 105.980836 | Low_spent_Medium_value_payments | 350.170998 | Standard | 0 |
46 | Journalist | 20574.870 | 6 | 6 | 20 | 2 | 14 | 19 | 5.62 | 2.0 | Standard | 642.59 | 32.596976 | No | 27.514936 | 59.988226 | Low_spent_Medium_value_payments | 354.554088 | Standard | 395 |
17 | Architect | 8400.715 | 8 | 10 | 29 | 4 | 17 | 22 | 8.08 | 10.0 | Bad | 1414.23 | 25.525913 | Yes | 19.658403 | 16.977081 | High_spent_Small_value_payments | 265.170475 | Standard | 205 |
20 | Scientist | 34975.730 | 5 | 7 | 17 | 7 | 12 | 19 | 4.59 | 6.0 | Standard | 51.50 | 34.451190 | Yes | 155.002511 | 51.814432 | High_spent_Small_value_payments | 331.147474 | Standard | 99 |
35 | Mechanic | 35076.160 | 2 | 5 | 7 | 1 | 15 | 6 | 5.97 | 3.0 | Good | 487.26 | 26.753106 | No | 17.806808 | 165.865316 | Low_spent_Large_value_payments | 402.929209 | Standard | 223 |
23 | Journalist | 43493.930 | 4 | 2 | 4 | 0 | 10 | 5 | 6.93 | 1.0 | Good | 621.24 | 35.396344 | No | 0.000000 | 180.856208 | Low_spent_Large_value_payments | 440.793209 | Good | 386 |
53 | Engineer | 32013.460 | 3 | 5 | 7 | 3 | 7 | 17 | 1.15 | 0.0 | Standard | 1068.81 | 37.478116 | No | 70.304400 | 123.218775 | High_spent_Small_value_payments | 326.055658 | Standard | 241 |
52 | Media_Manager | 40380.180 | 7 | 5 | 18 | 4 | 28 | 0 | 7.98 | 3.0 | Standard | 1042.93 | 23.544917 | Yes | 79.986275 | 441.261428 | Low_spent_Small_value_payments | 129.453797 | Standard | 294 |
31 | Writer | 106546.080 | 8 | 3 | 13 | 1 | 10 | 11 | 11.21 | 0.0 | Standard | 206.52 | 40.156567 | No | 86.164943 | 452.915863 | Low_spent_Medium_value_payments | 636.103194 | Standard | 202 |
38 | Scientist | 60396.260 | 6 | 3 | 3 | 2 | 13 | 19 | 0.81 | 3.0 | Good | 633.75 | 40.933739 | No | 81.379616 | 219.815350 | Low_spent_Large_value_payments | 446.707200 | Good | 227 |
29 | Architect | 66823.880 | 3 | 4 | 19 | 0 | 12 | 10 | 12.90 | 4.0 | Standard | 1107.66 | 33.404493 | Yes | 0.000000 | 67.827095 | High_spent_Large_value_payments | 722.138571 | Standard | 0 |
42 | Mechanic | 43581.710 | 0 | 4 | 8 | 4 | 0 | 0 | 10.46 | 7.0 | Good | 110.71 | 29.940987 | No | 141.260158 | 122.386461 | Low_spent_Medium_value_payments | 384.334297 | Poor | 209 |
43 | Journalist | 43531.820 | 4 | 4 | 6 | 4 | 9 | 22 | 11.38 | 5.0 | Standard | 1010.08 | 35.062495 | Yes | 88.125881 | 461.883405 | Low_spent_Small_value_payments | 124.455881 | Standard | 0 |
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