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| ID | Описание | Дата |
|---|---|---|
| d6988d3d-3db2-47b9-ad93-4d7dce7912f9 | envisioneer extensible portals | 1998-04-24 |
| 6a47d22f-ae54-4dcd-9c05-85911923838f | unleash synergistic e-markets | 2012-02-05 |
| 1a110479-dee7-436b-9cb9-e872a6a90166 | implement next-generation interfaces | 2023-02-08 |
| c3dada9a-1c9e-4a15-8cdd-c6c294b5ac3e | architect interactive infrastructures | 2023-05-29 |
| 5b879af4-3a3e-4935-b2fa-6125d349b007 | disintermediate efficient functionalities | 1970-09-12 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 44 | Writer | 58317.000 | 8 | 5 | 9 | 6 | 18 | 20 | 21.58 | 10.0 | Standard | 98.97 | 28.260147 | Yes | 149.897199 | 380.585701 | Low_spent_Medium_value_payments | 215.992100 | Standard | 163 |
| 22 | Musician | 82840.240 | 1 | 6 | 1 | 1 | 8 | 3 | 1.81 | 1.0 | Good | 360.92 | 31.584460 | No | 56.691938 | 257.584528 | High_spent_Medium_value_payments | 633.058867 | Poor | 224 |
| 38 | Accountant | 20758.370 | 0 | 5 | 11 | 4 | 24 | 10 | 9.91 | 2.0 | Good | 1328.24 | 40.396689 | No | 53.704970 | 135.714379 | Low_spent_Small_value_payments | 246.467067 | Poor | 376 |
| 35 | Developer | 31754.270 | 1 | 3 | 11 | 4 | 10 | 2 | 3.81 | 2.0 | Good | 647.94 | 25.433828 | No | 76.535505 | 0.000000 | Low_spent_Small_value_payments | 150.747445 | Standard | 0 |
| 19 | Manager | 91117.720 | 8 | 4 | 19 | 0 | 22 | 21 | 11.69 | 0.0 | Standard | 1465.86 | 33.093280 | No | 0.000000 | 265.165768 | Low_spent_Large_value_payments | 754.248566 | Standard | 238 |
| 51 | Developer | 20995.615 | 0 | 2 | 6 | 1 | 2 | 5 | 4.57 | 8.0 | Good | 1238.55 | 33.100739 | No | 9.143908 | 190.018807 | Low_spent_Medium_value_payments | 271.800743 | Standard | 347 |
| 24 | Doctor | 33818.200 | 8 | 5 | 18 | 1 | 23 | 18 | 11.64 | 4.0 | Standard | 170.13 | 25.807181 | No | 23.685942 | 353.778369 | Low_spent_Small_value_payments | 200.454022 | Standard | 376 |
| 37 | Writer | 112080.480 | 2 | 4 | 7 | 2 | 4 | 12 | 9.69 | 3.0 | Good | 1360.45 | 29.921564 | No | 105.364556 | 366.821061 | Low_spent_Medium_value_payments | 728.918383 | Standard | 255 |
| 54 | Doctor | 79752.420 | 5 | 3 | 6 | 2 | 17 | 19 | 4.61 | 0.0 | Standard | 1055.14 | 31.795056 | No | 109.824639 | 106.960659 | High_spent_Medium_value_payments | 668.018202 | Standard | 327 |
| 33 | Lawyer | 110912.790 | 4 | 7 | 10 | 1 | 3 | 3 | 8.75 | 3.0 | Good | 36.40 | 26.317195 | No | 80.205215 | 482.121696 | Low_spent_Small_value_payments | 666.946339 | Good | 0 |
| 39 | Manager | 42804.400 | 8 | 4 | 7 | 0 | 18 | 14 | 10.27 | 4.0 | Standard | 1389.65 | 39.115831 | NM | 0.000000 | 257.952071 | Low_spent_Large_value_payments | 342.151262 | Standard | 225 |
| 42 | Mechanic | 15762.820 | 3 | 5 | 7 | 3 | 24 | 14 | 10.18 | 0.0 | Standard | 537.23 | 29.934040 | No | 19.778090 | 121.265298 | Low_spent_Medium_value_payments | 260.613446 | Standard | 361 |
| 21 | Journalist | 83947.720 | 5 | 4 | 9 | 3 | 7 | 1 | 4.19 | 0.0 | Good | 954.90 | 40.085192 | No | 176.483718 | 0.000000 | High_spent_Large_value_payments | 688.471380 | Good | 322 |
| 25 | Accountant | 117499.470 | 4 | 5 | 8 | 0 | 10 | 8 | 8.32 | 4.0 | Good | 337.90 | 30.618123 | No | 0.000000 | 334.397977 | Low_spent_Medium_value_payments | 923.664273 | Poor | 368 |
| 39 | Journalist | 18692.020 | 2 | 4 | 1 | 1 | 4 | 1 | 2.43 | 4.0 | Good | 1246.97 | 33.201654 | No | 8.616123 | 138.521790 | Low_spent_Medium_value_payments | 295.128920 | Good | 198 |
| 28 | Journalist | 15701.525 | 7 | 7 | 1 | 4 | 7 | 19 | 3.83 | 3.0 | Good | 949.55 | 26.325761 | No | 50.396419 | 11.171959 | High_spent_Large_value_payments | 310.077664 | Poor | 382 |
| 48 | Media_Manager | 22723.190 | 5 | 7 | 6 | 4 | 25 | 0 | 9.47 | 6.0 | Standard | 379.73 | 30.762667 | No | 51.947014 | 95.737681 | Low_spent_Large_value_payments | 290.275222 | Standard | 295 |
| 34 | Media_Manager | 52385.580 | 4 | 6 | 6 | 4 | 12 | 15 | 14.99 | 3.0 | Standard | 184.38 | 28.177523 | Yes | 166.055631 | 0.000000 | Low_spent_Small_value_payments | 169.400317 | Standard | 327 |
| 43 | Teacher | 35531.830 | 1 | 4 | 12 | 4 | 12 | 10 | 1.66 | 4.0 | Good | 313.55 | 35.566765 | No | 75.171875 | 239.356898 | Low_spent_Large_value_payments | 229.869811 | Good | 209 |
| 48 | Lawyer | 32710.620 | 7 | 3 | 14 | 1 | 13 | 18 | 18.35 | 4.0 | Standard | 432.67 | 28.389877 | NM | 20.328539 | 171.714599 | Low_spent_Large_value_payments | 361.545363 | Standard | 259 |
| 55 | Doctor | 93622.500 | 3 | 7 | 2 | 0 | 4 | 2 | 6.99 | 4.0 | Good | 142.09 | 30.517017 | No | 0.000000 | 124.976511 | High_spent_Large_value_payments | 912.610989 | Standard | 319 |
| 24 | Developer | 67204.100 | 0 | 6 | 12 | 2 | 13 | 4 | 0.78 | 2.0 | Good | 1085.23 | 25.985187 | No | 86.310308 | 149.821109 | High_spent_Medium_value_payments | 547.202750 | Poor | 278 |
| 49 | Accountant | 41009.960 | 0 | 3 | 3 | 1 | 15 | 6 | 0.19 | 2.0 | Good | 476.59 | 36.258900 | No | 28.792261 | 32.829395 | High_spent_Large_value_payments | 545.528011 | Good | 212 |
| 36 | Mechanic | 103221.210 | 5 | 5 | 7 | 2 | 27 | 17 | 8.51 | 5.0 | Standard | 1256.48 | 30.062884 | Yes | 136.709553 | 172.955048 | High_spent_Large_value_payments | 800.312149 | Standard | 327 |
| 29 | Lawyer | 147378.960 | 1 | 4 | 11 | 2 | 0 | 10 | 8.12 | 0.0 | Good | 1180.37 | 34.930561 | No | 129.992550 | 290.184304 | High_spent_Medium_value_payments | 1042.981146 | Standard | 197 |
| 41 | Scientist | 86415.560 | 5 | 4 | 16 | 4 | 9 | 18 | 13.30 | 11.0 | Standard | 107.03 | 35.666169 | NM | 177.591202 | 55.561759 | High_spent_Large_value_payments | 717.276706 | Standard | 95 |
| 50 | Writer | 20203.625 | 0 | 5 | 5 | 0 | 27 | 6 | 4.07 | 4.0 | Good | 318.06 | 31.134481 | No | 0.000000 | 93.682345 | Low_spent_Small_value_payments | 368.581197 | Standard | 349 |
| 25 | Musician | 9886.530 | 8 | 3 | 3 | 4 | 21 | 10 | 5.84 | 5.0 | Good | 102.46 | 24.739178 | No | 30.064626 | 40.139591 | Low_spent_Medium_value_payments | 267.383533 | Good | 249 |
| 49 | Media_Manager | 43138.550 | 3 | 7 | 2 | 1 | 12 | 0 | 5.99 | 0.0 | Good | 553.12 | 30.611708 | No | 27.086172 | 92.052155 | Low_spent_Large_value_payments | 518.049589 | Standard | 0 |
| 27 | Scientist | 72050.920 | 2 | 5 | 4 | 2 | 12 | 7 | 1.19 | 1.0 | Good | 297.94 | 29.133077 | No | 88.941012 | 185.676211 | High_spent_Medium_value_payments | 592.707111 | Good | 328 |
| 21 | Architect | 31272.270 | 0 | 6 | 6 | 3 | 3 | 3 | 11.85 | 2.0 | Good | 10.89 | 32.902792 | No | 49.995919 | 73.330204 | High_spent_Small_value_payments | 371.276127 | Good | 191 |
| 30 | Doctor | 16045.125 | 1 | 6 | 10 | 4 | 15 | 2 | 5.79 | 1.0 | Good | 1013.24 | 35.256995 | No | 30.293323 | 174.903235 | Low_spent_Small_value_payments | 220.912817 | Standard | 252 |
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