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ID | Описание | Дата |
---|---|---|
84eb4264-afdd-4629-8105-98dca2b2dc5d | reinvent proactive platforms | 1988-01-13 |
020e2a4e-813b-4ef7-a3c1-e030f27d34a6 | maximize extensible portals | 2022-08-31 |
b35da01a-a685-4eb6-9a5a-698c28d684fa | iterate plug-and-play networks | 2000-03-19 |
b3b10cab-e1a5-4c42-af43-7e9a59bb9fbc | engineer intuitive action-items | 2015-08-06 |
d44de9db-519a-496c-a710-97ae312e1964 | optimize enterprise platforms | 1970-01-14 |
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 | 31087.660 | 4 | 7 | 12 | 6 | 7 | 8 | 9.95 | 6.0 | Standard | 70.82 | 34.119876 | Yes | 134.691720 | 97.789462 | Low_spent_Large_value_payments | 284.682652 | Standard | 86 |
35 | Lawyer | 18873.200 | 3 | 1 | 4 | 4 | 9 | 12 | 4.39 | 3.0 | Good | 1170.52 | 31.185743 | No | 32.027620 | 0.000000 | Low_spent_Small_value_payments | 236.637966 | Standard | 243 |
41 | Scientist | 22416.225 | 0 | 6 | 3 | 3 | 14 | 0 | 6.93 | 2.0 | Good | 397.34 | 32.793922 | NM | 39.033509 | 99.713277 | Low_spent_Small_value_payments | 318.755090 | Poor | 231 |
14 | Teacher | 52243.640 | 8 | 6 | 11 | 1 | 15 | 11 | 13.61 | 5.0 | Standard | 1336.50 | 27.018877 | NM | 33.631453 | 0.000000 | Low_spent_Large_value_payments | 504.423722 | Standard | 263 |
48 | Lawyer | 23079.290 | 3 | 5 | 8 | 3 | 7 | 16 | 4.66 | 1.0 | Good | 850.79 | 28.317512 | No | 45.554276 | 119.682936 | High_spent_Small_value_payments | 270.290205 | Standard | 314 |
52 | Musician | 23211.260 | 7 | 5 | 10 | 3 | 24 | 16 | 15.14 | 1.0 | Standard | 361.52 | 28.837938 | Yes | 42.557718 | 111.952332 | Low_spent_Small_value_payments | 349.117117 | Standard | 298 |
39 | Engineer | 23289.740 | 4 | 6 | 6 | 4 | 19 | 13 | 1.09 | 3.0 | Good | 804.75 | 25.285620 | No | 40.095145 | 99.658119 | Low_spent_Medium_value_payments | 341.527902 | Standard | 278 |
18 | Entrepreneur | 28631.790 | 3 | 3 | 11 | 3 | 31 | 17 | 13.94 | 9.0 | Standard | 685.37 | 33.710950 | Yes | 65.284963 | 232.402099 | Low_spent_Medium_value_payments | 227.711188 | Standard | 222 |
34 | Writer | 30988.610 | 5 | 3 | 11 | 0 | 13 | 4 | 7.32 | 3.0 | Good | 820.56 | 30.396515 | No | 0.000000 | 293.452881 | Low_spent_Small_value_payments | 275.185536 | Standard | 206 |
20 | Entrepreneur | 23917.380 | 7 | 4 | 6 | 3 | 16 | 14 | 9.98 | 2.0 | Standard | 888.53 | 35.777889 | Yes | 35.508289 | 24.800765 | High_spent_Medium_value_payments | 362.102446 | Standard | 356 |
32 | Journalist | 176044.040 | 3 | 6 | 6 | 1 | 12 | 11 | 2.63 | 0.0 | Good | 712.48 | 38.653389 | No | 131.272648 | 136.247056 | High_spent_Large_value_payments | 1468.313963 | Poor | 290 |
22 | Writer | 71843.520 | 7 | 6 | 10 | 0 | 30 | 11 | 13.82 | 8.0 | Standard | 369.70 | 40.218696 | Yes | 0.000000 | 0.000000 | High_spent_Small_value_payments | 580.581368 | Standard | 158 |
47 | Musician | 15649.260 | 4 | 6 | 8 | 1 | 14 | 2 | 2.15 | 2.0 | Good | 195.62 | 24.491805 | No | 7.853946 | 135.045529 | Low_spent_Medium_value_payments | 279.111024 | Good | 322 |
36 | Writer | 79062.440 | 8 | 6 | 5 | 4 | 8 | 19 | 21.63 | 4.0 | Standard | 426.07 | 27.566608 | Yes | 182.589550 | 417.629873 | Low_spent_Large_value_payments | 355.234244 | Standard | 107 |
23 | Doctor | 29146.600 | 4 | 3 | 12 | 2 | 7 | 11 | 2.79 | 3.0 | Good | 179.48 | 40.082015 | No | 26.241715 | 81.450279 | High_spent_Medium_value_payments | 398.496339 | Good | 218 |
45 | Journalist | 7807.285 | 4 | 6 | 13 | 2 | 17 | 23 | 16.31 | 4.0 | Standard | 692.63 | 26.650258 | Yes | 7.771075 | 31.082811 | Low_spent_Small_value_payments | 311.806822 | Standard | 0 |
41 | Accountant | 28637.080 | 3 | 7 | 1 | 3 | 6 | 11 | 10.91 | 4.0 | Good | 967.75 | 36.832686 | No | 67.844871 | 41.549833 | High_spent_Large_value_payments | 347.347629 | Good | 346 |
47 | Engineer | 24372.880 | 5 | 6 | 13 | 3 | 26 | 12 | 6.40 | 2.0 | Standard | 719.48 | 27.160732 | Yes | 55.349577 | 22.345696 | High_spent_Large_value_payments | 360.412061 | Standard | 339 |
54 | Scientist | 16620.755 | 3 | 3 | 5 | 2 | 2 | 11 | 9.91 | 5.0 | Good | 9.55 | 38.290841 | NM | 21.485771 | 100.449123 | Low_spent_Medium_value_payments | 305.671397 | Standard | 247 |
39 | Mechanic | 33732.000 | 8 | 3 | 19 | 2 | 19 | 21 | 14.07 | 8.0 | Standard | 398.04 | 35.984105 | Yes | 49.389315 | 226.953251 | Low_spent_Small_value_payments | 286.657434 | Standard | 382 |
50 | Writer | 19519.660 | 3 | 3 | 16 | 3 | 27 | 17 | 9.84 | 1.0 | Standard | 529.09 | 38.946740 | Yes | 45.557416 | 15.300190 | High_spent_Medium_value_payments | 329.206228 | Standard | 386 |
34 | Entrepreneur | 127253.400 | 1 | 5 | 7 | 1 | 2 | 0 | 11.40 | 7.0 | Good | 1181.44 | 36.102973 | No | 78.546893 | 409.171612 | High_spent_Medium_value_payments | 830.926495 | Standard | 352 |
43 | Accountant | 18598.170 | 8 | 7 | 16 | 2 | 17 | 16 | 12.21 | 8.0 | Standard | 667.98 | 38.121176 | Yes | 18.896396 | 55.352696 | Low_spent_Medium_value_payments | 363.335657 | Standard | 242 |
19 | Teacher | 27323.110 | 4 | 6 | 10 | 2 | 6 | 9 | 11.17 | 5.0 | Standard | 1202.40 | 24.643989 | NM | 28.357625 | 39.066173 | High_spent_Medium_value_payments | 393.768786 | Standard | 145 |
20 | Teacher | 109480.980 | 5 | 4 | 9 | 0 | 23 | 9 | 14.04 | 6.0 | Standard | 372.34 | 41.992798 | Yes | 0.000000 | 148.867127 | High_spent_Large_value_payments | 994.274373 | Standard | 332 |
27 | Musician | 39593.770 | 2 | 1 | 5 | 4 | 8 | 9 | 10.27 | 8.0 | Good | 1460.41 | 31.778662 | NM | 78.736861 | 369.281627 | Low_spent_Small_value_payments | 172.829596 | Good | 347 |
26 | Teacher | 70902.060 | 4 | 3 | 5 | 2 | 4 | 8 | 4.88 | 2.0 | Good | 720.71 | 31.900345 | NM | 59.709664 | 214.984069 | High_spent_Medium_value_payments | 565.156767 | Good | 293 |
51 | Doctor | 40608.960 | 2 | 1 | 5 | 3 | 4 | 2 | 4.19 | 4.0 | Good | 1420.76 | 33.242697 | No | 93.009030 | 43.637439 | High_spent_Medium_value_payments | 423.661531 | Good | 220 |
23 | Lawyer | 36446.720 | 8 | 4 | 16 | 3 | 25 | 17 | 25.80 | 1.0 | Standard | 1367.36 | 33.988262 | Yes | 53.268634 | 0.000000 | High_spent_Medium_value_payments | 469.386633 | Standard | 316 |
53 | Teacher | 43802.270 | 4 | 7 | 2 | 4 | 9 | 0 | 8.45 | 3.0 | Good | 1208.70 | 31.912684 | No | 119.077809 | 236.299473 | High_spent_Small_value_payments | 244.041635 | Poor | 389 |
43 | Engineer | 72196.800 | 7 | 5 | 18 | 6 | 12 | 7 | 11.83 | 9.0 | Standard | 797.53 | 30.631515 | Yes | 189.367792 | 210.339239 | High_spent_Medium_value_payments | 452.432969 | Standard | 201 |
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