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ID | Описание | Дата |
---|---|---|
a2bc7160-c368-4199-a311-7f3956fc49e6 | productize visionary markets | 1986-02-25 |
303b6c3a-314d-4873-bd5a-1b10feefb407 | evolve enterprise convergence | 1996-08-10 |
ea1ff730-9fe0-4a59-8ce1-4d10c037fb84 | embrace leading-edge communities | 2013-10-26 |
c35ffd8e-8eb1-4e3b-adab-0dc7bfbe88f9 | utilize efficient web services | 2005-07-01 |
7d3c21ce-b06c-4dc8-b6f8-098ca54fc39a | repurpose best-of-breed supply-chains | 2021-01-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Doctor | 95956.500 | 8 | 4 | 11 | 2 | 22 | 13 | 11.94 | 2.0 | Standard | 1079.73 | 37.207262 | No | 95.521629 | 517.802172 | High_spent_Small_value_payments | 474.613699 | Standard | 383 |
30 | Mechanic | 23679.610 | 8 | 5 | 15 | 0 | 29 | 18 | 4.74 | 3.0 | Standard | 622.58 | 36.951378 | No | 0.000000 | 88.922450 | Low_spent_Small_value_payments | 427.707633 | Standard | 228 |
26 | Teacher | 34668.590 | 6 | 3 | 10 | 3 | 11 | 0 | 8.13 | 7.0 | Standard | 291.46 | 31.344597 | No | 72.266137 | 53.173420 | High_spent_Large_value_payments | 428.865359 | Good | 0 |
41 | Journalist | 97059.000 | 3 | 2 | 9 | 0 | 9 | 0 | 6.94 | 5.0 | Good | 192.99 | 29.395427 | No | 0.000000 | 136.135714 | High_spent_Medium_value_payments | 943.389286 | Good | 400 |
24 | Mechanic | 20060.930 | 7 | 6 | 14 | 5 | 21 | 0 | 12.21 | 9.0 | Standard | 1445.82 | 35.815707 | Yes | 48.564731 | 121.859774 | Low_spent_Medium_value_payments | 290.249912 | Standard | 98 |
33 | Mechanic | 162550.040 | 5 | 5 | 1 | 0 | 8 | 3 | 9.90 | 6.0 | Good | 571.39 | 37.831074 | No | 0.000000 | 688.012522 | Low_spent_Medium_value_payments | 925.171144 | Good | 343 |
18 | Accountant | 53251.360 | 5 | 3 | 20 | 3 | 31 | 8 | 19.82 | 7.0 | Standard | 861.67 | 31.003904 | Yes | 128.209844 | 97.423677 | High_spent_Large_value_payments | 478.027812 | Good | 325 |
43 | Developer | 77613.390 | 7 | 6 | 12 | 0 | 7 | 10 | 9.01 | 6.0 | Standard | 321.59 | 30.517136 | Yes | 0.000000 | 154.266331 | Low_spent_Large_value_payments | 734.011919 | Standard | 370 |
44 | Architect | 70350.060 | 5 | 3 | 12 | 2 | 27 | 13 | 8.23 | 8.0 | Standard | 148.52 | 37.711712 | Yes | 78.484551 | 274.621180 | Low_spent_Medium_value_payments | 531.344769 | Standard | 107 |
32 | Architect | 105080.760 | 5 | 5 | 7 | 1 | 23 | 8 | 12.62 | 2.0 | Standard | 361.25 | 38.059892 | Yes | 62.082698 | 94.381553 | High_spent_Medium_value_payments | 942.408750 | Standard | 344 |
45 | Engineer | 28497.430 | 0 | 6 | 1 | 3 | 12 | 7 | 3.51 | 0.0 | Good | 1261.74 | 24.231365 | No | 46.096193 | 252.194836 | Low_spent_Small_value_payments | 200.387554 | Standard | 393 |
18 | Musician | 33687.460 | 4 | 3 | 20 | 5 | 10 | 15 | 9.24 | 7.0 | Standard | 702.57 | 39.193649 | Yes | 106.924606 | 104.671849 | Low_spent_Small_value_payments | 347.832378 | Standard | 232 |
35 | Architect | 30371.740 | 3 | 4 | 3 | 4 | 14 | 10 | 3.48 | 3.0 | Good | 202.55 | 28.230046 | NM | 96.884856 | 119.050320 | Low_spent_Small_value_payments | 328.762657 | Standard | 346 |
22 | Architect | 55188.520 | 5 | 4 | 8 | 0 | 26 | 14 | 5.84 | 4.0 | Standard | 299.91 | 32.166231 | No | 0.000000 | 187.145629 | High_spent_Medium_value_payments | 550.458705 | Standard | 261 |
44 | Journalist | 34980.940 | 1 | 5 | 7 | 3 | 8 | 10 | 4.66 | 3.0 | Good | 715.01 | 29.051003 | NM | 52.923807 | 47.291787 | High_spent_Medium_value_payments | 415.092240 | Good | 204 |
53 | Mechanic | 74366.940 | 0 | 7 | 2 | 3 | 9 | 10 | 9.61 | 3.0 | Good | 265.44 | 30.308442 | No | 126.642235 | 90.056610 | High_spent_Medium_value_payments | 671.325654 | Standard | 371 |
35 | Entrepreneur | 12679.725 | 7 | 3 | 6 | 4 | 16 | 18 | 9.84 | 1.0 | Good | 1226.77 | 31.536081 | No | 33.353511 | 56.008819 | Low_spent_Small_value_payments | 323.502045 | Standard | 337 |
21 | Engineer | 46841.920 | 3 | 4 | 13 | 4 | 21 | 19 | 0.00 | 4.0 | Standard | 1483.22 | 38.110458 | Yes | 149.390359 | 0.000000 | Low_spent_Small_value_payments | 254.843772 | Standard | 0 |
23 | Teacher | 35805.250 | 4 | 7 | 16 | 0 | 24 | 15 | 3.81 | 2.0 | Standard | 723.27 | 37.079359 | No | 0.000000 | 99.908482 | High_spent_Medium_value_payments | 460.768602 | Standard | 303 |
44 | Doctor | 58918.470 | 3 | 3 | 17 | 3 | 27 | 0 | 14.42 | 7.0 | Standard | 473.14 | 26.165482 | Yes | 123.434939 | 119.853088 | High_spent_Medium_value_payments | 527.599223 | Standard | 184 |
19 | Accountant | 38047.790 | 0 | 4 | 12 | 2 | 16 | 1 | 11.17 | 0.0 | Good | 186.72 | 34.482014 | No | 61.700274 | 98.009664 | High_spent_Medium_value_payments | 424.754979 | Poor | 355 |
26 | Engineer | 23987.590 | 6 | 5 | 10 | 1 | 29 | 9 | 18.36 | 5.0 | Standard | 1332.44 | 21.642107 | Yes | 19.300701 | 0.000000 | Low_spent_Small_value_payments | 238.574936 | Standard | 282 |
30 | Mechanic | 35613.250 | 8 | 5 | 11 | 1 | 16 | 0 | 4.35 | 3.0 | Standard | 1076.77 | 32.132897 | No | 22.056453 | 122.909765 | Low_spent_Small_value_payments | 446.710866 | Standard | 342 |
44 | Musician | 44749.970 | 1 | 7 | 1 | 0 | 13 | 0 | 6.72 | 0.0 | Good | 353.85 | 32.954685 | No | 0.000000 | 142.963450 | High_spent_Medium_value_payments | 452.252966 | Poor | 261 |
35 | Entrepreneur | 94739.700 | 3 | 7 | 3 | 1 | 15 | 4 | 6.14 | 1.0 | Good | 1413.38 | 28.693182 | No | 72.888820 | 72.810641 | High_spent_Large_value_payments | 878.198038 | Standard | 0 |
17 | Doctor | 20864.930 | 5 | 4 | 25 | 7 | 13 | 8 | 16.04 | 10.0 | Standard | 1466.97 | 23.474281 | Yes | 66.288738 | 51.320373 | Low_spent_Medium_value_payments | 310.865306 | Poor | 226 |
20 | Teacher | 16832.680 | 5 | 4 | 11 | 1 | 6 | 8 | 8.21 | 4.0 | Good | 516.43 | 29.550500 | No | 10.592722 | 45.916835 | Low_spent_Medium_value_payments | 375.162776 | Poor | 313 |
22 | Media_Manager | 16603.995 | 2 | 3 | 9 | 1 | 1 | 11 | 0.70 | 0.0 | Good | 1447.52 | 34.275506 | No | 11.010734 | 126.558564 | Low_spent_Medium_value_payments | 286.297326 | Standard | 196 |
47 | Architect | 45013.440 | 3 | 4 | 13 | 0 | 31 | 15 | 7.84 | 1.0 | Standard | 1378.25 | 38.352891 | No | 0.000000 | 341.840916 | Low_spent_Large_value_payments | 317.071084 | Standard | 388 |
38 | Engineer | 33683.950 | 3 | 5 | 19 | 4 | 16 | 17 | 10.23 | 1.0 | Standard | 1390.77 | 28.418537 | No | 111.910605 | 321.479117 | Low_spent_Small_value_payments | 164.309861 | Standard | 269 |
19 | Entrepreneur | 16156.815 | 4 | 6 | 8 | 1 | 29 | 14 | 5.52 | 4.0 | Good | 1008.58 | 39.159145 | NM | 11.077602 | 121.092884 | Low_spent_Small_value_payments | 277.769639 | Good | 229 |
43 | Media_Manager | 37516.410 | 0 | 3 | 3 | 1 | 21 | 5 | 6.88 | 3.0 | Good | 645.33 | 38.176353 | No | 18.975575 | 94.547333 | High_spent_Medium_value_payments | 461.713843 | Poor | 382 |
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