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| ID | Описание | Дата |
|---|---|---|
| c23d133b-51ae-4729-aa08-4c27d10d0a46 | brand real-time platforms | 1999-06-15 |
| b9aab175-0765-4b81-b767-1615b04d440e | extend value-added bandwidth | 2006-06-25 |
| ad2a4bc2-f821-4502-ac37-f66c551af6b7 | utilize intuitive channels | 1975-12-28 |
| 1a872bcf-f4cf-481f-b910-758d25be167b | enhance vertical niches | 1997-07-18 |
| ed5961b9-f57f-4965-b434-a74a258e7d2a | benchmark bleeding-edge web-readiness | 1978-01-07 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | Media_Manager | 13603.410 | 6 | 5 | 16 | 6 | 26 | 0 | 19.91 | 5.0 | Standard | 45.82 | 31.640180 | Yes | 53.761958 | 27.887481 | Low_spent_Large_value_payments | 274.712311 | Standard | 237 |
| 26 | Writer | 36901.310 | 8 | 5 | 18 | 1 | 25 | 14 | 5.20 | 1.0 | Standard | 100.36 | 26.013341 | NM | 27.973520 | 98.445942 | Low_spent_Large_value_payments | 438.791454 | Standard | 215 |
| 25 | Architect | 21524.210 | 8 | 7 | 17 | 2 | 28 | 9 | 18.83 | 7.0 | Standard | 16.45 | 35.439700 | Yes | 35.051414 | 131.567429 | Low_spent_Large_value_payments | 275.449573 | Standard | 340 |
| 38 | Developer | 48755.500 | 5 | 6 | 1 | 2 | 22 | 13 | 8.46 | 3.0 | Standard | 918.88 | 35.784926 | No | 76.714792 | 97.762538 | High_spent_Medium_value_payments | 455.718503 | Standard | 249 |
| 50 | Mechanic | 86742.320 | 8 | 4 | 19 | 2 | 8 | 10 | 18.12 | 2.0 | Standard | 19.11 | 30.969969 | Yes | 136.342311 | 232.622556 | High_spent_Medium_value_payments | 584.087800 | Standard | 315 |
| 52 | Media_Manager | 118446.690 | 3 | 1 | 8 | 0 | 3 | 2 | 9.12 | 6.0 | Good | 912.75 | 39.184850 | No | 0.000000 | 118.039571 | High_spent_Large_value_payments | 1092.816179 | Good | 184 |
| 21 | Engineer | 56850.320 | 3 | 6 | 5 | 4 | 27 | 9 | 12.94 | 4.0 | Standard | 201.22 | 27.524262 | Yes | 135.248955 | 180.597007 | High_spent_Medium_value_payments | 409.506704 | Standard | 115 |
| 37 | Lawyer | 19427.140 | 4 | 6 | 16 | 6 | 29 | 14 | 11.40 | 7.0 | Standard | 696.13 | 32.835528 | Yes | 75.288729 | 138.523365 | Low_spent_Small_value_payments | 216.680740 | Standard | 133 |
| 27 | Media_Manager | 42098.930 | 4 | 6 | 3 | 3 | 23 | 7 | 11.73 | 1.0 | Good | 936.45 | 26.508467 | No | 63.691848 | 381.499886 | Low_spent_Small_value_payments | 166.832683 | Poor | 233 |
| 44 | Manager | 131040.420 | 3 | 1 | 7 | 0 | 14 | 14 | 1.88 | 4.0 | Good | 650.28 | 31.048059 | No | 0.000000 | 412.154517 | High_spent_Medium_value_payments | 948.248983 | Good | 0 |
| 15 | Architect | 13737.650 | 3 | 3 | 18 | 0 | 20 | 12 | 10.55 | 7.0 | Standard | 295.98 | 27.485598 | Yes | 0.000000 | 51.922416 | High_spent_Small_value_payments | 331.958001 | Standard | 219 |
| 24 | Manager | 42921.750 | 2 | 4 | 4 | 4 | 17 | 10 | 8.87 | 0.0 | Good | 214.11 | 38.197745 | No | 127.545865 | 185.994411 | High_spent_Small_value_payments | 284.540974 | Standard | 208 |
| 27 | Manager | 39343.020 | 4 | 4 | 5 | 2 | 5 | 20 | 8.04 | 6.0 | Standard | 347.48 | 40.299813 | No | 64.282436 | 132.873780 | Low_spent_Large_value_payments | 377.802284 | Standard | 345 |
| 35 | Manager | 16253.000 | 8 | 7 | 24 | 9 | 30 | 19 | 6.54 | 6.0 | Bad | 1467.62 | 39.409149 | NM | 75.136622 | 100.756195 | Low_spent_Large_value_payments | 256.148850 | Poor | 192 |
| 54 | Journalist | 4590973.000 | 4 | 1 | 11 | 0 | 14 | 3 | 4.98 | 1.0 | Good | 224.36 | 23.542167 | No | 0.000000 | 112.151548 | High_spent_Small_value_payments | 377.424202 | Good | 264 |
| 41 | Media_Manager | 74961.780 | 1 | 3 | 11 | 2 | 15 | 11 | 7.41 | 0.0 | Good | 245.46 | 39.118444 | NM | 70.893504 | 636.356274 | Low_spent_Small_value_payments | 232.031722 | Good | 0 |
| 49 | Manager | 22292.160 | 5 | 5 | 14 | 0 | 26 | 17 | 4.55 | 6.0 | Standard | 1143.80 | 25.379935 | NM | 0.000000 | 145.159735 | Low_spent_Small_value_payments | 300.908265 | Good | 241 |
| 41 | Manager | 119402.640 | 8 | 7 | 19 | 3 | 7 | 10 | 3.39 | 2.0 | Standard | 766.15 | 42.491390 | No | 176.157491 | 87.892545 | High_spent_Large_value_payments | 943.871963 | Standard | 349 |
| 50 | Engineer | 21905.095 | 0 | 4 | 6 | 1 | 5 | 3 | 2.73 | 3.0 | Good | 306.88 | 37.054610 | No | 17.201641 | 69.159362 | High_spent_Medium_value_payments | 342.381456 | Good | 0 |
| 27 | Developer | 24390.290 | 3 | 6 | 3 | 3 | 23 | 16 | 4.70 | 7.0 | Good | 523.63 | 24.357732 | No | 37.760896 | 104.520874 | Low_spent_Small_value_payments | 323.970647 | Standard | 394 |
| 28 | Journalist | 172952.320 | 5 | 4 | 8 | 1 | 11 | 8 | 11.50 | 4.0 | Good | 330.47 | 32.428107 | NM | 88.745543 | 1131.750766 | Low_spent_Large_value_payments | 504.273024 | Good | 272 |
| 53 | Engineer | 88818.560 | 2 | 1 | 11 | 1 | 6 | 1 | 10.09 | 5.0 | Good | 449.23 | 27.630511 | No | 68.040449 | 242.891691 | High_spent_Medium_value_payments | 653.022527 | Good | 333 |
| 44 | Scientist | 42785.880 | 3 | 4 | 16 | 1 | 5 | 16 | 2.46 | 2.0 | Standard | 1240.45 | 22.965510 | No | 25.519177 | 272.500846 | Low_spent_Small_value_payments | 359.128977 | Standard | 296 |
| 29 | Accountant | 33444.190 | 4 | 6 | 6 | 0 | 13 | 16 | 19.83 | 2.0 | Standard | 109.26 | 26.874832 | Yes | 0.000000 | 370.219746 | Low_spent_Small_value_payments | 206.581837 | Standard | 320 |
| 31 | Entrepreneur | 13815.325 | 4 | 4 | 4 | 0 | 6 | 12 | 0.52 | 5.0 | Standard | 565.72 | 40.741816 | No | 0.000000 | 41.078462 | Low_spent_Medium_value_payments | 352.249246 | Standard | 363 |
| 35 | Lawyer | 10263.790 | 5 | 3 | 12 | 1 | 28 | 0 | 0.00 | 2.0 | Good | 730.77 | 26.881334 | No | 6.814611 | 0.000000 | High_spent_Medium_value_payments | 295.252570 | Good | 244 |
| 55 | Lawyer | 70797.840 | 7 | 6 | 4 | 1 | 19 | 7 | 0.78 | 2.0 | Good | 558.26 | 29.863737 | No | 45.105657 | 217.683301 | High_spent_Medium_value_payments | 565.093042 | Good | 192 |
| 26 | Mechanic | 82316.180 | 0 | 5 | 4 | 3 | 23 | 12 | 11.00 | 0.0 | Good | 42.98 | 29.339336 | No | 133.893759 | 143.724350 | High_spent_Large_value_payments | 624.950058 | Poor | 213 |
| 50 | Teacher | 34366.000 | 2 | 4 | 8 | 2 | 2 | 9 | 8.67 | 0.0 | Good | 701.41 | 23.298538 | No | 44.931902 | 44.090792 | High_spent_Medium_value_payments | 444.160639 | Standard | 382 |
| 31 | Writer | 16381.950 | 7 | 6 | 14 | 0 | 18 | 18 | 18.43 | 7.0 | Standard | 1493.68 | 39.831183 | Yes | 199.082417 | 64.551755 | High_spent_Small_value_payments | 303.664495 | Good | 206 |
| 35 | Mechanic | 71251.600 | 5 | 7 | 9 | 1 | 13 | 19 | 8.28 | 0.0 | Standard | 1004.53 | 31.623913 | Yes | 51.878854 | 0.000000 | High_spent_Large_value_payments | 632.718574 | Standard | 262 |
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