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| ID | Описание | Дата |
|---|---|---|
| 6cd2ef65-a63b-4027-88b8-6e4d84558002 | grow synergistic e-commerce | 1997-04-08 |
| 72625acd-f539-4808-bfa5-8f6c499569f4 | reinvent web-enabled users | 1974-05-26 |
| 0f4e4ef0-921e-4890-acbc-eb2b6eb06dd6 | envisioneer collaborative bandwidth | 1992-05-11 |
| 5d9e7da7-397d-4be1-8b49-bafb9de7c295 | unleash proactive e-markets | 1998-01-12 |
| 9ca8a967-3bfc-4bb8-9135-ed0a6082c5c8 | aggregate vertical platforms | 2024-11-03 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 | Doctor | 32663.410 | 1 | 5 | 3 | 4 | 8 | 0 | 1.28 | 2.0 | Good | 1067.30 | 38.228316 | No | 55.405366 | 155.314171 | Low_spent_Small_value_payments | 367.275547 | Standard | 198 |
| 54 | Engineer | 41821.270 | 5 | 4 | 11 | 2 | 1 | 12 | 9.45 | 0.0 | Good | 791.51 | 38.205882 | No | 63.237241 | 202.197973 | Low_spent_Large_value_payments | 347.575369 | Standard | 305 |
| 26 | Entrepreneur | 29901.970 | 3 | 4 | 7 | 2 | 19 | 9 | 6.07 | 1.0 | Good | 319.85 | 30.963781 | NM | 42.434309 | 143.983867 | High_spent_Small_value_payments | 319.864907 | Standard | 259 |
| 22 | Manager | 39992.360 | 6 | 3 | 16 | 7 | 8 | 11 | 17.06 | 11.0 | Standard | 701.68 | 33.637155 | Yes | 154.525211 | 35.938742 | High_spent_Medium_value_payments | 389.905714 | Standard | 116 |
| 45 | Engineer | 8053.370 | 6 | 5 | 6 | 5 | 12 | 17 | 7.10 | 7.0 | Standard | 886.98 | 27.616945 | Yes | 18.949117 | 37.318526 | Low_spent_Large_value_payments | 279.343774 | Standard | 130 |
| 37 | Lawyer | 12714.980 | 4 | 6 | 5 | 4 | 15 | 20 | 7.71 | 2.0 | Standard | 1154.56 | 22.465114 | No | 22.197530 | 63.866890 | High_spent_Small_value_payments | 271.893747 | Standard | 264 |
| 24 | Manager | 19731.200 | 6 | 6 | 11 | 0 | 13 | 19 | 1.53 | 5.0 | Standard | 424.32 | 38.540380 | No | 0.000000 | 104.848386 | Low_spent_Small_value_payments | 336.078281 | Standard | 212 |
| 37 | Teacher | 85280.880 | 3 | 3 | 2 | 0 | 7 | 0 | 1.89 | 3.0 | Good | 825.18 | 40.766965 | No | 0.000000 | 829.341507 | Low_spent_Small_value_payments | 145.332493 | Good | 352 |
| 35 | Teacher | 22373.535 | 5 | 5 | 10 | 2 | 2 | 9 | 7.24 | 0.0 | Good | 1472.78 | 36.168892 | No | 31.947799 | 20.928846 | High_spent_Large_value_payments | 400.869480 | Good | 300 |
| 26 | Manager | 65017.260 | 5 | 7 | 12 | 4 | 10 | 10 | 1.10 | 1.0 | Standard | 978.14 | 28.006872 | No | 168.391906 | 43.607060 | High_spent_Large_value_payments | 552.811535 | Standard | 371 |
| 30 | Architect | 12186.425 | 6 | 5 | 8 | 1 | 25 | 20 | 8.95 | 6.0 | Good | 176.84 | 29.412489 | No | 9.584438 | 41.581209 | Low_spent_Medium_value_payments | 327.987895 | Standard | 221 |
| 26 | Engineer | 21613.570 | 4 | 7 | 18 | 7 | 21 | 0 | 22.42 | 5.0 | Standard | 878.38 | 34.145027 | Yes | 99.974141 | 204.502215 | Low_spent_Small_value_payments | 157.136727 | Standard | 167 |
| 28 | Lawyer | 24613.730 | 8 | 3 | 11 | 3 | 14 | 6 | 8.18 | 4.0 | Good | 637.25 | 38.946861 | No | 56.501456 | 93.233278 | High_spent_Medium_value_payments | 327.179682 | Good | 0 |
| 52 | Manager | 108171.630 | 3 | 4 | 7 | 3 | 14 | 11 | 5.24 | 4.0 | Good | 461.19 | 28.541006 | No | 145.870633 | 691.558194 | Low_spent_Large_value_payments | 342.101423 | Poor | 358 |
| 48 | Journalist | 23627.630 | 7 | 3 | 19 | 3 | 6 | 12 | 1.23 | 1.0 | Standard | 277.93 | 35.236639 | No | 37.996378 | 0.000000 | Low_spent_Large_value_payments | 317.977389 | Standard | 219 |
| 38 | Entrepreneur | 71111.100 | 8 | 6 | 14 | 2 | 26 | 15 | 12.14 | 9.0 | Standard | 1085.48 | 38.901606 | Yes | 80.104390 | 722.799973 | Low_spent_Small_value_payments | 98.488137 | Standard | 124 |
| 49 | Engineer | 72790.920 | 3 | 5 | 5 | 4 | 9 | 10 | 3.89 | 0.0 | Good | 702.65 | 26.302555 | No | 157.304156 | 471.440235 | Low_spent_Medium_value_payments | 260.046609 | Standard | 394 |
| 44 | Lawyer | 34744.150 | 3 | 2 | 3 | 3 | 1 | 12 | 5.48 | 3.0 | Good | 219.59 | 31.714031 | No | 52.218894 | 215.489522 | Low_spent_Medium_value_payments | 290.726167 | Standard | 401 |
| 33 | Teacher | 93704.190 | 3 | 4 | 20 | 2 | 21 | 15 | 19.21 | 5.0 | Standard | 1194.35 | 33.645217 | Yes | 88.939271 | 148.324640 | High_spent_Large_value_payments | 793.304339 | Standard | 340 |
| 49 | Journalist | 14528.370 | 3 | 5 | 10 | 2 | 14 | 0 | 5.50 | 2.0 | Good | 254.83 | 38.060681 | No | 21.081389 | 115.489634 | Low_spent_Large_value_payments | 271.998726 | Good | 354 |
| 30 | Engineer | 12860.845 | 3 | 7 | 8 | 0 | 20 | 17 | 10.55 | 4.0 | Standard | 209.28 | 34.903895 | NM | 0.000000 | 88.034916 | Low_spent_Large_value_payments | 278.638793 | Standard | 340 |
| 19 | Accountant | 177696.920 | 5 | 5 | 9 | 1 | 13 | 12 | 11.50 | 7.0 | Good | 1182.91 | 46.117566 | No | 74.732590 | 565.239970 | Low_spent_Medium_value_payments | 1149.035107 | Standard | 308 |
| 33 | Developer | 117827.220 | 1 | 1 | 5 | 2 | 14 | 8 | 10.37 | 5.0 | Good | 1470.72 | 34.363324 | No | 120.238504 | 110.249004 | High_spent_Large_value_payments | 978.005992 | Standard | 232 |
| 24 | Journalist | 71172.680 | 4 | 5 | 11 | 2 | 20 | 20 | 1.32 | 1.0 | Good | 193.48 | 31.976112 | No | 94.035221 | 55.229504 | High_spent_Large_value_payments | 659.240942 | Standard | 315 |
| 52 | Scientist | 24376.730 | 7 | 4 | 9 | 1 | 24 | 11 | 8.90 | 3.0 | Standard | 1125.30 | 33.358399 | Yes | 18.305190 | 66.600127 | High_spent_Small_value_payments | 367.734100 | Standard | 197 |
| 30 | Developer | 73052.940 | 4 | 4 | 14 | 2 | 25 | 8 | 1.93 | 3.0 | Standard | 583.73 | 30.627766 | Yes | 64.603937 | 99.414807 | High_spent_Large_value_payments | 666.955756 | Standard | 314 |
| 44 | Developer | 14431.490 | 0 | 6 | 6 | 0 | 12 | 6 | 7.46 | 3.0 | Good | 214.25 | 37.385487 | No | 0.000000 | 103.348778 | Low_spent_Small_value_payments | 317.413639 | Standard | 349 |
| 46 | Teacher | 17737.600 | 4 | 7 | 8 | 0 | 6 | 0 | 6.20 | 7.0 | Good | 1420.93 | 26.601288 | No | 0.000000 | 98.516538 | Low_spent_Small_value_payments | 317.496795 | Good | 314 |
| 35 | Writer | 125062.920 | 5 | 3 | 11 | 1 | 15 | 8 | 10.49 | 4.0 | Good | 1424.96 | 27.990712 | NM | 73.981294 | 1032.823564 | Low_spent_Medium_value_payments | 198.286142 | Good | 250 |
| 28 | Lawyer | 37070.000 | 3 | 4 | 4 | 4 | 14 | 11 | 10.73 | 1.0 | Good | 387.26 | 31.138161 | No | 103.092665 | 365.064548 | Low_spent_Small_value_payments | 115.759454 | Good | 338 |
| 29 | Media_Manager | 85677.300 | 1 | 5 | 8 | 1 | 9 | 4 | 8.66 | 2.0 | Good | 415.77 | 35.747154 | No | 49.672081 | 451.844311 | Low_spent_Medium_value_payments | 492.461108 | Standard | 355 |
| 33 | Entrepreneur | 41329.560 | 2 | 3 | 7 | 1 | 2 | 10 | 6.66 | 2.0 | Good | 1245.01 | 25.855366 | No | 20.553577 | 180.721630 | High_spent_Small_value_payments | 400.837793 | Good | 280 |
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