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| ID | Описание | Дата |
|---|---|---|
| b28528a4-bb1e-4c75-a167-cd8d11fd553e | transform bleeding-edge methodologies | 2015-06-01 |
| 459954ae-cc98-4168-982d-bef39241e110 | extend robust deliverables | 1983-01-24 |
| a64151f6-d15e-402f-b059-b6e601326829 | deliver 24/365 networks | 1985-11-07 |
| 3c9aa5f4-908d-4071-8f39-4931e6f825d3 | facilitate killer architectures | 2017-12-04 |
| d39375a2-d727-46fe-9233-e82b42c8efd2 | productize best-of-breed interfaces | 1986-09-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | Entrepreneur | 54392.160 | 6 | 4 | 14 | 3 | 10 | 8 | 5.54 | 7.0 | Standard | 179.22 | 35.112532 | Yes | 124.392082 | 158.112403 | Low_spent_Large_value_payments | 464.163514 | Standard | 328 |
| 23 | Doctor | 88133.160 | 2 | 4 | 6 | 0 | 14 | 6 | 13.50 | 0.0 | Good | 1073.99 | 38.157450 | No | 0.000000 | 320.922852 | Low_spent_Medium_value_payments | 673.820148 | Standard | 315 |
| 51 | Journalist | 84031.020 | 5 | 3 | 1 | 0 | 7 | 8 | 4.48 | 2.0 | Good | 1325.84 | 28.240548 | NM | 0.000000 | 409.586895 | High_spent_Small_value_payments | 552.571605 | Good | 305 |
| 37 | Architect | 7493.335 | 7 | 4 | 18 | 2 | 30 | 12 | 12.47 | 6.0 | Standard | 1332.45 | 38.448629 | Yes | 12.319202 | 41.734346 | High_spent_Small_value_payments | 266.090911 | Standard | 231 |
| 23 | Writer | 101926.950 | 4 | 4 | 9 | 1 | 13 | 9 | 17.26 | 6.0 | Standard | 1058.00 | 31.870814 | No | 70.587681 | 170.457109 | High_spent_Large_value_payments | 862.546461 | Standard | 244 |
| 36 | Manager | 34989.380 | 4 | 3 | 9 | 3 | 1 | 9 | 12.28 | 4.0 | Good | 957.58 | 30.560843 | No | 84.115936 | 170.511946 | High_spent_Small_value_payments | 326.550284 | Standard | 307 |
| 14 | Scientist | 18885.930 | 9 | 7 | 22 | 2 | 22 | 19 | 1.55 | 8.0 | Standard | 1383.42 | 26.345115 | Yes | 29.604561 | 83.497285 | Low_spent_Medium_value_payments | 326.080905 | Poor | 113 |
| 43 | Teacher | 62359.820 | 4 | 5 | 11 | 1 | 14 | 9 | 8.94 | 3.0 | Standard | 250.56 | 34.635986 | Yes | 29.765763 | 49.015909 | High_spent_Large_value_payments | 673.283495 | Standard | 291 |
| 40 | Architect | 16517.795 | 5 | 6 | 11 | 0 | 30 | 11 | 10.67 | 6.0 | Standard | 87.91 | 38.324768 | NM | 0.000000 | 75.445944 | Low_spent_Small_value_payments | 361.302348 | Standard | 280 |
| 53 | Teacher | 37921.220 | 0 | 7 | 4 | 3 | 6 | 3 | 6.92 | 1.0 | Good | 1077.93 | 27.899061 | No | 56.658479 | 57.223614 | High_spent_Small_value_payments | 444.828074 | Standard | 369 |
| 30 | Accountant | 14710.215 | 2 | 5 | 9 | 2 | 10 | 1 | 2.33 | 4.0 | Good | 1373.93 | 33.908401 | No | 163.285797 | 106.210649 | Low_spent_Small_value_payments | 315.406074 | Good | 206 |
| 35 | Doctor | 57707.740 | 3 | 3 | 20 | 4 | 30 | 17 | 10.01 | 7.0 | Standard | 1223.00 | 38.946999 | Yes | 117.158317 | 256.125810 | Low_spent_Large_value_payments | 368.313706 | Standard | 315 |
| 29 | Media_Manager | 22017.780 | 3 | 7 | 11 | 2 | 9 | 18 | 14.49 | 5.0 | Standard | 1175.88 | 24.356589 | Yes | 32.851813 | 73.313001 | Low_spent_Large_value_payments | 321.516686 | Standard | 310 |
| 25 | Manager | 30470.590 | 3 | 5 | 12 | 4 | 5 | 5 | 11.82 | 2.0 | Good | 554.31 | 23.539670 | No | 82.255972 | 151.103636 | High_spent_Small_value_payments | 278.461976 | Good | 308 |
| 25 | Developer | 45652.170 | 8 | 6 | 13 | 7 | 1 | 15 | 17.94 | 8.0 | Standard | 28.54 | 39.567339 | Yes | 160.473304 | 0.000000 | High_spent_Medium_value_payments | 315.595197 | Standard | 127 |
| 40 | Architect | 110398.140 | 4 | 3 | 11 | 3 | 9 | 8 | 9.65 | 4.0 | Good | 901.05 | 30.942760 | NM | 167.294788 | 433.095546 | High_spent_Small_value_payments | 560.394165 | Good | 356 |
| 22 | Scientist | 14856.350 | 4 | 2 | 10 | 1 | 14 | 7 | 5.90 | 1.0 | Good | 1456.25 | 26.507012 | No | 6.524758 | 86.896261 | High_spent_Small_value_payments | 313.881898 | Good | 309 |
| 19 | Engineer | 15131.600 | 5 | 5 | 8 | 3 | 4 | 1 | 1.59 | 1.0 | Good | 463.82 | 26.694046 | NM | 25.930432 | 121.418519 | Low_spent_Small_value_payments | 293.247716 | Good | 301 |
| 46 | Writer | 80574.120 | 0 | 3 | 4 | 1 | 10 | 2 | 0.00 | 1.0 | Good | 1142.39 | 24.946939 | No | 56.995653 | 0.000000 | Low_spent_Medium_value_payments | 446.830421 | Standard | 361 |
| 15 | Engineer | 109370.550 | 4 | 6 | 5 | 1 | 13 | 12 | 14.43 | 5.0 | Standard | 1387.19 | 25.944018 | Yes | 86.823585 | 252.389309 | High_spent_Small_value_payments | 824.408355 | Standard | 193 |
| 32 | Entrepreneur | 63371.560 | 6 | 6 | 8 | 3 | 29 | 18 | 4.77 | 7.0 | Standard | 756.94 | 25.179321 | No | 104.869744 | 404.606440 | Low_spent_Medium_value_payments | 323.920150 | Standard | 324 |
| 22 | Musician | 48434.660 | 5 | 5 | 5 | 0 | 12 | 8 | 11.44 | 1.0 | Standard | 23.19 | 24.432866 | Yes | 0.000000 | 383.822813 | Low_spent_Medium_value_payments | 316.299354 | Standard | 280 |
| 23 | Lawyer | 16106.840 | 4 | 7 | 8 | 1 | 3 | 10 | 2.62 | 0.0 | Good | 1174.53 | 25.601437 | No | 12.367279 | 12.097036 | High_spent_Large_value_payments | 352.359351 | Standard | 308 |
| 45 | Lawyer | 10024.955 | 4 | 4 | 11 | 7 | 22 | 20 | 15.03 | 7.0 | Standard | 1157.35 | 26.366019 | Yes | 47.279158 | 25.312650 | High_spent_Small_value_payments | 281.549483 | Standard | 0 |
| 41 | Developer | 21120.835 | 3 | 5 | 2 | 3 | 15 | 2 | 11.73 | 1.0 | Good | 655.39 | 36.558372 | No | 35.018732 | 69.241418 | Low_spent_Small_value_payments | 364.746809 | Standard | 295 |
| 47 | Developer | 22323.280 | 0 | 5 | 9 | 4 | 6 | 0 | 4.20 | 7.0 | Good | 533.12 | 36.922175 | No | 53.861239 | 252.063368 | Low_spent_Small_value_payments | 185.002726 | Good | 323 |
| 42 | Architect | 20597.090 | 5 | 5 | 18 | 4 | 4 | 16 | 1.84 | 5.0 | Standard | 571.10 | 40.804027 | Yes | 41.847466 | 0.000000 | High_spent_Small_value_payments | 331.398388 | Standard | 184 |
| 39 | Media_Manager | 35474.910 | 7 | 7 | 10 | 3 | 22 | 13 | 13.02 | 5.0 | Standard | 1199.05 | 36.003809 | Yes | 59.871398 | 130.850772 | Low_spent_Large_value_payments | 399.602080 | Standard | 244 |
| 53 | Doctor | 139294.400 | 3 | 3 | 9 | 0 | 5 | 3 | 6.45 | 3.0 | Good | 499.06 | 38.183340 | No | 0.000000 | 255.066405 | High_spent_Large_value_payments | 1123.020262 | Standard | 257 |
| 42 | Accountant | 13056.350 | 5 | 6 | 18 | 1 | 18 | 15 | 10.39 | 0.0 | Standard | 562.05 | 27.833728 | Yes | 8.140792 | 78.434766 | Low_spent_Small_value_payments | 321.127358 | Standard | 327 |
| 51 | Scientist | 49715.100 | 7 | 3 | 1 | 4 | 18 | 19 | 4.28 | 4.0 | Good | 1211.28 | 27.386339 | No | 122.770352 | 0.000000 | High_spent_Small_value_payments | 399.114574 | Standard | 391 |
| 46 | Media_Manager | 25462.290 | 8 | 6 | 17 | 7 | 26 | 20 | 8.78 | 7.0 | Standard | 1189.30 | 24.627390 | Yes | 95.328801 | 92.415279 | Low_spent_Large_value_payments | 311.841671 | Standard | 0 |
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