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| ID | Описание | Дата |
|---|---|---|
| 93a77a1a-c18a-49a1-ae4d-603189535315 | implement e-business content | 2017-04-07 |
| cdf56715-d032-4f3d-8cdd-7541d9e7be8b | maximize integrated relationships | 2024-09-28 |
| cab069da-f161-4f94-9584-b871f32bdc86 | seize robust functionalities | 1994-09-21 |
| 165701c8-2e93-4199-a5f4-64825ea9a156 | disintermediate visionary niches | 1972-04-30 |
| d0c29b65-9e57-41c5-a379-c24acb1cbaa4 | innovate intuitive e-business | 1995-01-12 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42 | Developer | 132414.160 | 3 | 3 | 19 | 0 | 13 | 16 | 6.06 | 0.0 | Standard | 53.73 | 34.406629 | Yes | 0.000000 | 86.926957 | High_spent_Large_value_payments | 1258.124376 | Standard | 305 |
| 26 | Musician | 75044.980 | 0 | 1 | 2 | 2 | 9 | 0 | 7.49 | 2.0 | Good | 933.23 | 28.147127 | No | 68.311538 | 193.377257 | High_spent_Medium_value_payments | 585.086039 | Good | 343 |
| 41 | Scientist | 22416.225 | 0 | 6 | 3 | 3 | 15 | 11 | 6.93 | 2.0 | Good | 397.34 | 31.987100 | No | 39.033509 | 0.000000 | High_spent_Medium_value_payments | 334.540756 | Standard | 233 |
| 34 | Architect | 22375.640 | 6 | 5 | 20 | 3 | 22 | 7 | 5.40 | 0.0 | Standard | 182.26 | 32.072439 | Yes | 45.225911 | 30.676991 | High_spent_Medium_value_payments | 378.060764 | Standard | 380 |
| 48 | Lawyer | 23079.290 | 3 | 5 | 8 | 3 | 5 | 13 | 6.66 | 6.0 | Good | 850.79 | 25.097747 | No | 45.554276 | 145.693927 | Low_spent_Large_value_payments | 254.279214 | Good | 318 |
| 52 | Musician | 23211.260 | 7 | 5 | 10 | 3 | 24 | 16 | 15.14 | 1.0 | Standard | 361.52 | 28.052595 | Yes | 42.557718 | 52.255428 | Low_spent_Large_value_payments | 388.814021 | Standard | 300 |
| 32 | Lawyer | 26265.810 | 3 | 3 | 17 | 4 | 12 | 21 | 18.48 | 6.0 | Standard | 1259.60 | 31.138453 | Yes | 46.662502 | 167.249971 | High_spent_Small_value_payments | 292.569277 | Standard | 134 |
| 39 | Developer | 75004.050 | 3 | 3 | 8 | 3 | 30 | 9 | 14.36 | 9.0 | Standard | 199.04 | 35.087604 | Yes | 161.499680 | 95.752185 | High_spent_Large_value_payments | 624.381885 | Standard | 107 |
| 19 | Developer | 86304.380 | 5 | 2 | 12 | 1 | 1 | 10 | 2.67 | 1.0 | Good | 6.41 | 27.685299 | No | 71.646022 | 173.880870 | High_spent_Medium_value_payments | 719.276274 | Good | 389 |
| 48 | Doctor | 15279.545 | 0 | 5 | 8 | 3 | 1 | 3 | 6.99 | 4.0 | Good | 168.35 | 28.517328 | No | 29.035514 | 70.652524 | Low_spent_Small_value_payments | 346.841504 | Good | 0 |
| 44 | Media_Manager | 44822.210 | 1 | 4 | 2 | 4 | 10 | 7 | 1.03 | 0.0 | Good | 730.64 | 30.058125 | No | 135.044286 | 100.053421 | High_spent_Medium_value_payments | 370.420710 | Standard | 0 |
| 22 | Writer | 71843.520 | 7 | 6 | 10 | 0 | 26 | 11 | 13.82 | 8.0 | Standard | 369.70 | 35.264417 | Yes | 0.000000 | 220.542617 | High_spent_Small_value_payments | 623.153383 | Standard | 160 |
| 48 | Musician | 15649.260 | 4 | 6 | 8 | 1 | 14 | 1 | 2.15 | 6.0 | Good | 195.62 | 38.992361 | No | 7.853946 | 141.468653 | Low_spent_Small_value_payments | 282.687900 | Good | 325 |
| 36 | Writer | 79062.440 | 8 | 6 | 5 | 4 | 12 | 20 | 15.63 | 4.0 | Standard | 426.07 | 28.988284 | Yes | 182.589550 | 549.019899 | Low_spent_Medium_value_payments | 233.844217 | Standard | 110 |
| 25 | Developer | 19137.300 | 10 | 7 | 27 | 2 | 51 | 0 | 10.29 | 6.0 | Bad | 1461.56 | 27.919701 | Yes | 29.701607 | 18.391315 | High_spent_Large_value_payments | 379.084578 | Poor | 178 |
| 45 | Journalist | 7807.285 | 4 | 6 | 13 | 2 | 12 | 18 | 16.31 | 4.0 | Standard | 692.63 | 29.638130 | Yes | 7.771075 | 24.518848 | Low_spent_Small_value_payments | 318.370785 | Standard | 79 |
| 41 | Accountant | 28637.080 | 3 | 7 | 1 | 3 | 6 | 12 | 10.91 | 4.0 | Good | 967.75 | 32.466213 | No | 67.844871 | 230.465381 | Low_spent_Small_value_payments | 208.432082 | Standard | 349 |
| 48 | Engineer | 24372.880 | 5 | 6 | 13 | 3 | 26 | 0 | 6.40 | 2.0 | Standard | 719.48 | 24.722931 | Yes | 55.349577 | 38.715363 | High_spent_Large_value_payments | 344.042393 | Standard | 342 |
| 54 | Scientist | 16620.755 | 3 | 3 | 5 | 2 | 2 | 8 | 0.00 | 5.0 | Good | 9.55 | 32.037534 | No | 21.485771 | 195.094717 | Low_spent_Small_value_payments | 221.025804 | Standard | 249 |
| 48 | Lawyer | 60865.050 | 5 | 7 | 3 | 3 | 21 | 8 | 3.23 | 0.0 | Standard | 1188.49 | 31.216399 | No | 140.209934 | 305.459163 | Low_spent_Small_value_payments | 366.439653 | Standard | 0 |
| 45 | Developer | 88203.740 | 4 | 4 | 12 | 0 | 5 | 0 | 10.76 | 3.0 | Good | 1125.35 | 40.408932 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 739.431931 | Good | 260 |
| 20 | Engineer | 77108.980 | 5 | 2 | 8 | 3 | 6 | 9 | 9.60 | 1.0 | Good | 482.99 | 38.140468 | No | 102.356773 | 167.027512 | High_spent_Medium_value_payments | 633.490548 | Good | 209 |
| 43 | Accountant | 18598.170 | 8 | 7 | 16 | 2 | 17 | 15 | 18.21 | 8.0 | Standard | 667.98 | 36.420601 | Yes | 18.896396 | 45.908163 | High_spent_Medium_value_payments | 342.780191 | Standard | 244 |
| 55 | Entrepreneur | 25793.110 | 4 | 7 | 20 | 3 | 3 | 10 | 8.78 | 4.0 | Standard | 413.08 | 27.604149 | No | 47.579358 | 95.176539 | Low_spent_Small_value_payments | 379.486687 | Standard | 350 |
| 21 | Teacher | 109480.980 | 5 | 4 | 9 | 0 | 23 | 6 | 0.00 | 6.0 | Standard | 372.34 | 40.927440 | Yes | 0.000000 | 208.020636 | High_spent_Medium_value_payments | 945.120864 | Standard | 337 |
| 55 | Lawyer | 88044.600 | 5 | 4 | 5 | 0 | 28 | 2 | 10.57 | 2.0 | Good | 344.46 | 37.573845 | No | 0.000000 | 100.873008 | High_spent_Large_value_payments | 846.431992 | Poor | 395 |
| 26 | Teacher | 70902.060 | 4 | 3 | 5 | 2 | 5 | 8 | 4.88 | 2.0 | Good | 720.71 | 30.738318 | No | 59.709664 | 199.862812 | Low_spent_Large_value_payments | 600.278025 | Good | 295 |
| 51 | Doctor | 40608.960 | 2 | 1 | 5 | 3 | 4 | 0 | 4.19 | 4.0 | Good | 1420.76 | 38.261411 | No | 93.009030 | 0.000000 | Low_spent_Medium_value_payments | 271.697622 | Good | 0 |
| 46 | Developer | 44611.390 | 2 | 3 | 7 | 1 | 14 | 4 | 9.27 | 0.0 | Good | 841.62 | 26.334291 | No | 28.962093 | 456.838347 | Low_spent_Small_value_payments | 186.561143 | Standard | 317 |
| 32 | Engineer | 72699.660 | 4 | 5 | 1 | 0 | 0 | 2384 | 1.76 | 0.0 | Good | 1009.97 | 34.262884 | No | 0.000000 | 84.216205 | High_spent_Large_value_payments | 776.814295 | Standard | 190 |
| 43 | Entrepreneur | 12804.965 | 3 | 3 | 16 | 2 | 17 | 11 | 7.24 | 4.0 | Standard | 436.63 | 36.808653 | Yes | 11.203035 | 67.745788 | Low_spent_Medium_value_payments | 278.159219 | Standard | 155 |
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