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ID | Описание | Дата |
---|---|---|
2564427c-c4e7-4c76-a818-bec5938a535a | exploit bricks-and-clicks web services | 2001-12-02 |
59d11ef5-e1f0-4f40-9f2d-cade6a9d3fa1 | e-enable one-to-one ROI | 1999-11-08 |
e9c0c058-e29b-48a7-b636-6c2fc6f72525 | implement magnetic metrics | 2012-07-01 |
92372113-19a6-4697-b49b-9b621b004930 | leverage impactful bandwidth | 2000-11-20 |
29c18903-d5bd-4142-a182-8a4262ab2b43 | repurpose collaborative paradigms | 1998-12-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Musician | 173196.320 | 4 | 7 | 9 | 1 | 12 | 5 | 6.06 | 4.0 | Good | 967.23 | 34.109317 | No | 107.810900 | 459.575633 | High_spent_Medium_value_payments | 1108.416134 | Good | 342 |
40 | Architect | 65454.420 | 4 | 4 | 17 | 1 | 26 | 12 | 11.82 | 0.0 | Standard | 768.36 | 39.597261 | Yes | 28.010449 | 77.261653 | High_spent_Large_value_payments | 655.281398 | Standard | 351 |
33 | Teacher | 16599.370 | 6 | 3 | 22 | 2 | 13 | 10 | 17.00 | 6.0 | Standard | 1251.25 | 29.657958 | Yes | 17.322017 | 0.000000 | Low_spent_Small_value_payments | 292.468043 | Standard | 246 |
34 | Media_Manager | 67951.650 | 8 | 3 | 14 | 2 | 11 | 8 | 11.56 | 0.0 | Standard | 1022.67 | 31.161080 | Yes | 68.404215 | 181.436455 | High_spent_Medium_value_payments | 596.323080 | Standard | 317 |
33 | Scientist | 89162.300 | 0 | 3 | 4 | 3 | 14 | 3 | 4.60 | 4.0 | Good | 1280.41 | 32.004319 | No | 114.848675 | 224.813658 | High_spent_Medium_value_payments | 624.856834 | Good | 307 |
45 | Scientist | 106871.400 | 0 | 3 | 3 | 0 | 2 | 8 | 5.19 | 4.0 | Good | 250.70 | 36.409944 | No | 0.000000 | 583.888194 | Low_spent_Large_value_payments | 598.906806 | Poor | 394 |
51 | Developer | 111059.940 | 5 | 7 | 2 | 0 | 31 | 10 | 0.53 | 0.0 | Good | 418.69 | 37.039914 | No | 0.000000 | 390.575653 | Low_spent_Medium_value_payments | 804.923847 | Poor | 366 |
41 | Developer | 60901.360 | 1 | 1 | 7 | 3 | 5 | 1 | 10.69 | 4.0 | Good | 475.75 | 30.679981 | No | 94.335994 | 71.355439 | High_spent_Medium_value_payments | 619.419901 | Standard | 0 |
35 | Lawyer | 36729.930 | 2 | 1 | 12 | 0 | 3 | 11 | 6.64 | 1.0 | Good | 921.03 | 34.228458 | NM | 0.000000 | 100.303743 | High_spent_Medium_value_payments | 463.279007 | Good | 335 |
39 | Entrepreneur | 22457.510 | 0 | 3 | 11 | 0 | 21 | 3 | 2.68 | 2.0 | Good | 811.19 | 29.736722 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 313.943779 | Poor | 334 |
20 | Writer | 38860.980 | 5 | 7 | 17 | 1 | 7 | 0 | 13.32 | 8.0 | Standard | 1008.60 | 38.546552 | Yes | 24.208170 | 114.221986 | High_spent_Medium_value_payments | 459.411344 | Standard | 376 |
43 | Journalist | 24744.780 | 3 | 7 | 5 | 3 | 16 | 0 | 17.95 | 2.0 | Standard | 134.10 | 31.056350 | Yes | 61.496318 | 71.030683 | Low_spent_Large_value_payments | 347.579499 | Standard | 306 |
46 | Lawyer | 33427.130 | 4 | 2 | 4 | 0 | 8 | 6 | 5.51 | 4.0 | Good | 828.32 | 35.672557 | No | 0.000000 | 89.421220 | High_spent_Small_value_payments | 441.438196 | Good | 368 |
17 | Writer | 82329.560 | 5 | 3 | 15 | 2 | 13 | 14 | 9.49 | 8.0 | Standard | 66.36 | 30.461582 | Yes | 92.066015 | 155.621001 | High_spent_Small_value_payments | 688.892650 | Standard | 68 |
27 | Lawyer | 62276.370 | 5 | 8 | 29 | 2 | 10 | 11 | 18.89 | 12.0 | Standard | 1402.89 | 29.307694 | Yes | 70.054459 | 210.790913 | High_spent_Medium_value_payments | 494.124378 | Poor | 211 |
41 | Teacher | 115810.560 | 3 | 5 | 10 | 0 | 29 | 2 | 3.78 | 1.0 | Good | 1257.75 | 39.414530 | No | 0.000000 | 483.629543 | Low_spent_Medium_value_payments | 732.858457 | Poor | 357 |
43 | Scientist | 21578.690 | 6 | 7 | 17 | 2 | 28 | 18 | 8.96 | 4.0 | Standard | 625.46 | 25.593818 | No | 18.878098 | 0.000000 | Low_spent_Large_value_payments | 328.340185 | Standard | 385 |
27 | Writer | 30738.510 | 3 | 7 | 3 | 1 | 8 | 13 | 1.42 | 3.0 | Standard | 645.49 | 31.438035 | No | 22.815894 | 246.782908 | Low_spent_Small_value_payments | 264.255448 | Standard | 379 |
25 | Doctor | 85248.150 | 4 | 7 | 5 | 2 | 6 | 2 | 2.24 | 5.0 | Good | 1326.06 | 36.787562 | No | 113.433602 | 281.871930 | High_spent_Medium_value_payments | 543.795718 | Standard | 295 |
40 | Doctor | 60379.280 | 5 | 6 | 18 | 3 | 20 | 15 | 6.83 | 1.0 | Standard | 725.39 | 31.491026 | No | 90.906385 | 132.541583 | High_spent_Small_value_payments | 517.012698 | Good | 209 |
20 | Scientist | 11949.505 | 6 | 6 | 18 | 2 | 20 | 10 | 14.32 | 3.0 | Standard | 664.23 | 32.778089 | Yes | 19.884053 | 18.037255 | High_spent_Small_value_payments | 299.557901 | Standard | 295 |
45 | Mechanic | 20730.550 | 8 | 6 | 27 | 7 | 21 | 11 | 17.37 | 9.0 | Standard | 1388.52 | 21.899089 | Yes | 106.997594 | 64.906728 | Low_spent_Small_value_payments | 277.950261 | Poor | 114 |
40 | Entrepreneur | 27356.100 | 3 | 4 | 10 | 4 | 29 | 19 | 4.94 | 1.0 | Standard | 685.14 | 32.919404 | Yes | 60.660111 | 0.000000 | High_spent_Large_value_payments | 358.438017 | Standard | 248 |
35 | Scientist | 38631.060 | 5 | 3 | 9 | 0 | 27 | 16 | 11.75 | 4.0 | Standard | 1168.71 | 35.595569 | No | 0.000000 | 74.865491 | High_spent_Small_value_payments | 489.760009 | Good | 227 |
36 | Engineer | 34204.390 | 8 | 4 | 19 | 4 | 23 | 13 | 18.31 | 0.0 | Standard | 1131.43 | 23.466558 | Yes | 108.582163 | 88.165005 | Low_spent_Large_value_payments | 352.489415 | Standard | 314 |
53 | Journalist | 30958.060 | 4 | 5 | 2 | 3 | 13 | 8 | 3.27 | 1.0 | Good | 643.02 | 26.429152 | No | 53.963514 | 298.428733 | Low_spent_Small_value_payments | 213.491586 | Good | 351 |
34 | Manager | 27954.680 | 3 | 3 | 12 | 3 | 13 | 8 | 0.95 | 3.0 | Good | 1440.56 | 28.600870 | No | 50.373421 | 91.134053 | High_spent_Small_value_payments | 341.348193 | Good | 258 |
19 | Manager | 40848.130 | 3 | 3 | 2 | 2 | 9 | 2 | 10.54 | 4.0 | Good | 931.90 | 32.451399 | No | 59.760318 | 102.560712 | High_spent_Medium_value_payments | 412.180053 | Standard | 230 |
18 | Mechanic | 78858.400 | 4 | 5 | 16 | 2 | 31 | 0 | 14.84 | 8.0 | Standard | 1173.81 | 40.068206 | NM | 108.942800 | 152.376806 | High_spent_Small_value_payments | 675.233727 | Standard | 178 |
23 | Entrepreneur | 33065.800 | 0 | 7 | 6 | 3 | 6 | 10 | 3.22 | 4.0 | Good | 518.79 | 32.006742 | No | 69.136840 | 360.648082 | Low_spent_Small_value_payments | 129.263412 | Poor | 0 |
36 | Developer | 67255.600 | 4 | 6 | 4 | 4 | 2 | 4 | 2.64 | 3.0 | Good | 122.50 | 26.594033 | No | 133.770912 | 121.083940 | High_spent_Medium_value_payments | 569.708482 | Poor | 270 |
29 | Engineer | 16285.675 | 4 | 3 | 6 | 5 | 26 | 14 | 18.67 | 4.0 | Standard | 295.08 | 27.366812 | NM | 48.844132 | 0.000000 | Low_spent_Medium_value_payments | 309.347351 | Standard | 203 |
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