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ID | Описание | Дата |
---|---|---|
9bfacbb8-953f-484a-bfd4-4f66e35d3c63 | envisioneer virtual ROI | 1992-05-22 |
1ac19a75-9c80-4288-b35a-1454f496d94b | enable dynamic partnerships | 2008-12-15 |
b02f930e-ea70-46e8-b336-9a9276e246fe | deliver collaborative channels | 2011-04-05 |
9d976cb1-b665-4baa-a715-f428f82d2d7f | synthesize frictionless mindshare | 1972-03-19 |
7757e414-7d33-4ca3-bf55-2f846d51c42a | deliver virtual solutions | 2025-03-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Manager | 15013.730 | 7 | 4 | 14 | 6 | 23 | 12 | 8.22 | 5.0 | Standard | 1403.17 | 32.676431 | Yes | 51.547924 | 151.225327 | Low_spent_Small_value_payments | 199.941166 | Standard | 145 |
31 | Mechanic | 72116.250 | 4 | 7 | 9 | 2 | 22 | 13 | 5.06 | 8.0 | Standard | 243.75 | 36.902666 | No | 76.875607 | 622.381357 | Low_spent_Small_value_payments | 179.411785 | Standard | 226 |
50 | Mechanic | 29097.820 | 6 | 6 | 11 | 4 | 13 | 14 | 7.79 | 1.0 | Standard | 1079.72 | 33.454128 | Yes | 82.278110 | 51.993802 | High_spent_Small_value_payments | 365.609921 | Standard | 203 |
28 | Developer | 136900.400 | 6 | 4 | 10 | 3 | 25 | 19 | 11.49 | 0.0 | Good | 1327.34 | 28.949867 | No | 178.198183 | 402.406521 | Low_spent_Large_value_payments | 815.131963 | Poor | 370 |
28 | Manager | 62845.760 | 2 | 3 | 7 | 3 | 6 | 0 | 8.69 | 2.0 | Good | 463.98 | 37.169247 | No | 118.324067 | 367.457458 | Low_spent_Large_value_payments | 280.833142 | Good | 328 |
54 | Mechanic | 16168.520 | 5 | 7 | 17 | 1 | 8 | 13 | 8.65 | 3.0 | Standard | 92.04 | 31.405621 | No | 7.188037 | 144.329334 | Low_spent_Small_value_payments | 289.820295 | Standard | 220 |
44 | Manager | 23973.160 | 7 | 7 | 10 | 2 | 18 | 15 | 13.07 | 11.0 | Standard | 874.39 | 27.475264 | Yes | 30.138053 | 84.834842 | High_spent_Small_value_payments | 348.703438 | Standard | 388 |
55 | Lawyer | 20660.160 | 1 | 1 | 1 | 2 | 3 | 9 | 6.59 | 4.0 | Good | 542.16 | 30.988318 | No | 33.878701 | 252.826465 | Low_spent_Small_value_payments | 202.862834 | Standard | 223 |
33 | Doctor | 17488.905 | 5 | 6 | 20 | 3 | 27 | 7 | 8.64 | 9.0 | Standard | 1169.13 | 24.075311 | No | 31.874662 | 73.654654 | Low_spent_Small_value_payments | 348.811559 | Standard | 300 |
37 | Scientist | 66560.220 | 5 | 7 | 20 | 2 | 28 | 13 | 1.93 | 0.0 | Standard | 837.34 | 31.551364 | Yes | 80.292000 | 39.135592 | High_spent_Large_value_payments | 657.540908 | Poor | 370 |
21 | Media_Manager | 45953.940 | 3 | 7 | 14 | 3 | 17 | 20 | 7.64 | 8.0 | Standard | 1237.97 | 30.143373 | No | 92.415054 | 58.633727 | High_spent_Medium_value_payments | 487.700719 | Standard | 219 |
29 | Developer | 43115.380 | 4 | 4 | 6 | 4 | 9 | 10 | 7.86 | 0.0 | Good | 746.05 | 30.878979 | No | 118.440209 | 58.267441 | High_spent_Medium_value_payments | 453.987183 | Good | 200 |
23 | Lawyer | 28769.520 | 4 | 7 | 2 | 0 | 20 | 15 | 6.39 | 3.0 | Good | 413.08 | 36.090378 | No | 0.000000 | 64.092782 | High_spent_Medium_value_payments | 443.453218 | Good | 285 |
33 | Musician | 71285.000 | 0 | 5 | 4 | 3 | 13 | 7 | 5.28 | 2.0 | Good | 1308.67 | 38.480587 | No | 159.207123 | 84.987894 | High_spent_Large_value_payments | 616.546650 | Good | 292 |
39 | Teacher | 83418.180 | 0 | 4 | 6 | 1 | 17 | 0 | 11.90 | 1.0 | Good | 972.51 | 29.653678 | No | 59.583881 | 213.959282 | High_spent_Medium_value_payments | 687.808337 | Standard | 357 |
19 | Architect | 41188.920 | 2 | 6 | 3 | 4 | 14 | 3 | 3.33 | 3.0 | Good | 521.11 | 32.719703 | No | 133.147574 | 263.069041 | Low_spent_Small_value_payments | 245.324385 | Good | 242 |
35 | Journalist | 16285.005 | 7 | 7 | 19 | 0 | 17 | 16 | 19.27 | 5.0 | Standard | 1329.59 | 37.141228 | Yes | 84.220880 | 94.784701 | Low_spent_Small_value_payments | 350.123674 | Standard | 206 |
53 | Architect | 20875.670 | 5 | 3 | 10 | 4 | 7 | 17 | 8.49 | 1.0 | Good | 1363.29 | 31.822977 | No | 38.072525 | 89.403360 | Low_spent_Small_value_payments | 316.188032 | Standard | 264 |
26 | Entrepreneur | 73420.920 | 4 | 5 | 8 | 2 | 4 | 0 | 10.35 | 2.0 | Good | 278.08 | 34.875658 | No | 67.044384 | 0.000000 | High_spent_Medium_value_payments | 677.637153 | Standard | 367 |
53 | Mechanic | 20560.130 | 6 | 4 | 10 | 4 | 21 | 14 | 2.65 | 3.0 | Standard | 475.64 | 33.895789 | NM | 65.432306 | 0.000000 | Low_spent_Small_value_payments | 234.702100 | Standard | 383 |
37 | Writer | 17971.000 | 7 | 3 | 7 | 3 | 24 | 13 | 11.09 | 1.0 | Good | 1282.79 | 22.414706 | No | 41.391583 | 166.952352 | Low_spent_Small_value_payments | 220.014397 | Good | 263 |
39 | Doctor | 19200.080 | 3 | 3 | 15 | 4 | 6 | 19 | 19.49 | 8.0 | Standard | 1466.57 | 26.252407 | Yes | 54.417311 | 18.736312 | High_spent_Medium_value_payments | 344.647044 | Standard | 64 |
34 | Lawyer | 115324.620 | 2 | 5 | 8 | 4 | 9 | 6 | 5.50 | 3.0 | Good | 1316.45 | 40.506395 | No | 199.251260 | 380.248607 | High_spent_Small_value_payments | 657.738633 | Standard | 287 |
34 | Developer | 22311.990 | 4 | 5 | 4 | 3 | 13 | 2 | 8.27 | 3.0 | Good | 104.09 | 29.248552 | No | 38.235270 | 153.012205 | Low_spent_Medium_value_payments | 246.485775 | Good | 347 |
22 | Developer | 34113.610 | 0 | 6 | 5 | 0 | 3 | 4 | 3.44 | 4.0 | Good | 634.84 | 41.329282 | No | 0.000000 | 73.678004 | High_spent_Medium_value_payments | 431.602080 | Standard | 221 |
50 | Manager | 41370.820 | 4 | 7 | 7 | 2 | 0 | 9 | 0.62 | 3.0 | Good | 955.05 | 39.660277 | No | 37.507185 | 95.855322 | Low_spent_Large_value_payments | 502.294327 | Good | 275 |
39 | Accountant | 33049.870 | 5 | 5 | 11 | 0 | 1 | 11 | 5.30 | 5.0 | Good | 692.75 | 35.682471 | No | 0.000000 | 74.056233 | High_spent_Large_value_payments | 461.459350 | Poor | 247 |
28 | Doctor | 13180.990 | 5 | 4 | 12 | 4 | 13 | 15 | 9.94 | 1.0 | Standard | 1437.02 | 36.520181 | No | 37.429575 | 0.000000 | Low_spent_Small_value_payments | 310.538680 | Standard | 282 |
20 | Developer | 31819.530 | 3 | 3 | 6 | 0 | 10 | 0 | 2.67 | 4.0 | Good | 529.01 | 40.940826 | NM | 0.000000 | 106.393530 | Low_spent_Large_value_payments | 405.069220 | Good | 378 |
30 | Lawyer | 62231.340 | 6 | 4 | 17 | 2 | 26 | 0 | 0.00 | 0.0 | Standard | 551.40 | 31.015021 | No | 58.251747 | 0.000000 | High_spent_Small_value_payments | 360.443652 | Standard | 0 |
36 | Developer | 33841.550 | 4 | 4 | 4 | 0 | 8 | 4 | 3.01 | 4.0 | Good | 1485.95 | 27.678244 | No | 0.000000 | 244.014410 | Low_spent_Small_value_payments | 320.098507 | Standard | 224 |
18 | Musician | 34860.360 | 8 | 3 | 14 | 2 | 7 | 15 | 11.53 | 2.0 | Standard | 1301.87 | 37.498037 | NM | 34.611585 | 41.598265 | High_spent_Medium_value_payments | 447.693150 | Standard | 393 |
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