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ID | Описание | Дата |
---|---|---|
9601e8c0-d4d2-4932-879e-9c6172c684f7 | strategize seamless web services | 1986-09-22 |
ea03cfa7-3f38-4d5f-9f13-e3c1edb73e83 | optimize vertical networks | 1982-08-13 |
2ca79d94-e5fa-4cb6-9b84-375ba7ad1eaa | engineer B2B channels | 1984-05-25 |
32ae3922-a4ae-4cdc-a8d2-4cccc80613fd | exploit viral communities | 1973-07-12 |
58934413-2bf2-4d33-94dc-c5a117569cd4 | mesh visionary applications | 1988-08-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Musician | 16582.830 | 4 | 7 | 14 | 4 | 19 | 16 | 17.66 | 8.0 | Standard | 471.81 | 38.657532 | Yes | 52.024924 | 0.000000 | Low_spent_Small_value_payments | 301.185176 | Standard | 170 |
39 | Writer | 19934.080 | 7 | 5 | 14 | 2 | 27 | 21 | 1.71 | 7.0 | Standard | 311.45 | 34.715062 | No | 24.658223 | 39.351304 | Low_spent_Medium_value_payments | 352.107806 | Standard | 0 |
55 | Lawyer | 129903.880 | 7 | 6 | 20 | 1 | 12 | 10 | 15.13 | 3.0 | Standard | 1227.21 | 33.909377 | Yes | 104.746177 | 888.133517 | Low_spent_Large_value_payments | 330.952639 | Standard | 281 |
26 | Musician | 22870.490 | 4 | 4 | 13 | 1 | 28 | 14 | 17.92 | 7.0 | Standard | 1085.08 | 38.115372 | Yes | 12.182154 | 19.064249 | High_spent_Large_value_payments | 377.341014 | Standard | 380 |
25 | Scientist | 41504.480 | 2 | 7 | 5 | 4 | 1 | 3 | 10.08 | 2.0 | Good | 731.25 | 28.653809 | No | 104.943801 | 67.285321 | High_spent_Medium_value_payments | 418.341544 | Standard | 346 |
23 | Lawyer | 66978.240 | 8 | 4 | 12 | 3 | 6 | 13 | 14.37 | 0.0 | Standard | 462.74 | 38.950183 | Yes | 165.494144 | 296.451796 | Low_spent_Small_value_payments | 375.406060 | Standard | 285 |
27 | Writer | 32117.870 | 6 | 6 | 6 | 4 | 15 | 18 | 19.38 | 7.0 | Standard | 1052.88 | 39.533916 | Yes | 69.692591 | 0.000000 | High_spent_Medium_value_payments | 357.961575 | Standard | 81 |
53 | Teacher | 103284.840 | 2 | 4 | 9 | 2 | 0 | 6 | 4.86 | 3.0 | Good | 256.00 | 36.839007 | No | 119.137728 | 521.315968 | High_spent_Small_value_payments | 478.653305 | Standard | 386 |
18 | Manager | 128450.320 | 1 | 5 | 4 | 3 | 8 | 2 | 6.66 | 4.0 | Good | 23.79 | 25.843653 | No | 161.487532 | 283.061307 | High_spent_Large_value_payments | 889.770495 | Standard | 362 |
37 | Media_Manager | 17983.020 | 5 | 6 | 9 | 4 | 14 | 1 | 4.92 | 5.0 | Good | 393.89 | 27.750040 | No | 36.679456 | 139.816068 | Low_spent_Large_value_payments | 245.762977 | Good | 278 |
36 | Mechanic | 18426.245 | 5 | 4 | 14 | 5 | 18 | 14 | 9.70 | 5.0 | Standard | 223.38 | 34.171734 | Yes | 65.239966 | 41.114240 | High_spent_Medium_value_payments | 322.897835 | Standard | 121 |
42 | Engineer | 98459.700 | 3 | 7 | 9 | 4 | 0 | 12 | 5.80 | 3.0 | Good | 24.10 | 37.977499 | No | 196.561302 | 163.829933 | High_spent_Medium_value_payments | 706.206265 | Standard | 321 |
37 | Journalist | 120389.550 | 1 | 7 | 8 | 0 | 4 | 1 | 3.37 | 1.0 | Good | 846.65 | 41.664317 | No | 0.000000 | 307.823011 | High_spent_Medium_value_payments | 961.823239 | Good | 331 |
51 | Musician | 22313.780 | 1 | 3 | 1 | 0 | 0 | 11 | 12.16 | 2.0 | Good | 904.47 | 41.403663 | No | 0.000000 | 25.425099 | High_spent_Large_value_payments | 408.223068 | Standard | 284 |
30 | Lawyer | 34308.050 | 3 | 4 | 12 | 4 | 22 | 17 | 12.68 | 2.0 | Standard | 1101.13 | 26.421513 | Yes | 74.648457 | 70.153186 | High_spent_Medium_value_payments | 376.998773 | Standard | 343 |
29 | Journalist | 25145.360 | 3 | 3 | 18 | 2 | 11 | 0 | 14.20 | 0.0 | Standard | 904.83 | 38.944835 | NM | 31.280029 | 243.373871 | Low_spent_Small_value_payments | 220.090766 | Standard | 386 |
38 | Journalist | 11954.335 | 5 | 6 | 18 | 1 | 24 | 12 | 0.70 | 5.0 | Standard | 74.04 | 33.018190 | Yes | 7.925876 | 47.607843 | Low_spent_Small_value_payments | 327.685740 | Poor | 206 |
19 | Teacher | 72152.800 | 4 | 7 | 3 | 3 | 23 | 5 | 9.04 | 5.0 | Good | 847.35 | 36.994094 | No | 171.806567 | 233.470934 | High_spent_Small_value_payments | 439.695832 | Poor | 353 |
55 | Lawyer | 87078.930 | 6 | 6 | 16 | 1 | 13 | 11 | 9.94 | 1.0 | Standard | 635.84 | 31.837412 | Yes | 39.062529 | 59.829966 | High_spent_Large_value_payments | 896.565255 | Standard | 278 |
27 | Lawyer | 16873.115 | 7 | 3 | 11 | 1 | 14 | 20 | 8.49 | 3.0 | Good | 1143.31 | 39.342818 | No | 11.225901 | 168.312186 | Low_spent_Small_value_payments | 268.671204 | Standard | 380 |
18 | Journalist | 86015.160 | 4 | 5 | 3 | 3 | 5 | 4 | 6.35 | 2.0 | Good | 1283.47 | 40.712020 | No | 119.129004 | 311.015736 | High_spent_Small_value_payments | 529.648260 | Poor | 0 |
26 | Teacher | 31429.810 | 0 | 7 | 9 | 0 | 19 | 6 | 5.44 | 0.0 | Good | 117.30 | 30.538647 | No | 0.000000 | 212.464806 | Low_spent_Medium_value_payments | 339.850278 | Good | 295 |
42 | Journalist | 27581.590 | 3 | 7 | 13 | 7 | 17 | 16 | 10.34 | 6.0 | Standard | 1005.37 | 39.260887 | Yes | 103.317442 | 121.928714 | High_spent_Small_value_payments | 236.900427 | Standard | 148 |
42 | Architect | 19711.140 | 1 | 4 | 11 | 1 | 2 | 12 | 4.23 | 2.0 | Good | 334.63 | 26.377021 | No | 14.424566 | 160.975399 | Low_spent_Small_value_payments | 263.659535 | Standard | 248 |
44 | Doctor | 22530.970 | 3 | 3 | 4 | 1 | 7 | 14 | 8.89 | 4.0 | Good | 370.35 | 26.843537 | No | 11.381600 | 101.407571 | Low_spent_Large_value_payments | 325.668912 | Good | 0 |
30 | Engineer | 14000.590 | 3 | 3 | 4 | 2 | 7 | 8 | 10.68 | 1.0 | Good | 1062.47 | 35.502041 | No | 20.252175 | 173.800833 | Low_spent_Small_value_payments | 234.318575 | Standard | 329 |
19 | Entrepreneur | 22265.030 | 6 | 5 | 18 | 3 | 16 | 14 | 19.48 | 4.0 | Standard | 1337.06 | 33.731034 | Yes | 35.219121 | 115.387951 | Low_spent_Medium_value_payments | 301.734846 | Good | 143 |
19 | Scientist | 30012.830 | 5 | 5 | 2 | 1 | 23 | 8 | 0.00 | 0.0 | Good | 1478.40 | 31.276722 | No | 15.029102 | 39.561620 | High_spent_Small_value_payments | 429.316195 | Good | 312 |
37 | Musician | 17818.530 | 5 | 6 | 11 | 2 | 7 | 9 | 4.60 | 5.0 | Good | 1452.64 | 32.290363 | No | 103.297089 | 130.876203 | Low_spent_Small_value_payments | 275.649855 | Standard | 290 |
42 | Writer | 76440.520 | 0 | 4 | 9 | 2 | 7 | 2 | 10.85 | 4.0 | Good | 998.47 | 36.402362 | No | 96.749710 | 547.858591 | Low_spent_Medium_value_payments | 300.096032 | Good | 249 |
41 | Musician | 19700.290 | 8 | 4 | 15 | 4 | 25 | 8 | 17.75 | 2.0 | Standard | 15.18 | 24.319831 | Yes | 59.957811 | 71.266881 | High_spent_Medium_value_payments | 294.244391 | Standard | 242 |
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