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| ID | Описание | Дата |
|---|---|---|
| 03546c51-6a2a-42f6-a20d-3f2b476ad9c3 | transition user-centric channels | 2023-12-22 |
| f4a9cc5e-6b2d-4043-8125-841e9fc4cf52 | transition virtual paradigms | 1972-10-13 |
| 92829e82-8e24-4804-8d00-3b0355735d23 | utilize compelling metrics | 2025-03-17 |
| 7207fb2b-e105-4619-8c0d-6bf52bd88b3a | incentivize revolutionary models | 1975-08-29 |
| 859d5cec-7369-4de6-8b00-a46f7683bb36 | matrix leading-edge communities | 1991-12-12 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | Journalist | 42241.190 | 0 | 5 | 11 | 0 | 5 | 9 | 3.24 | 9.0 | Good | 190.04 | 27.625074 | NM | 0.000000 | 211.160811 | High_spent_Small_value_payments | 371.949106 | Good | 310 |
| 35 | Lawyer | 18873.200 | 3 | 1 | 4 | 4 | 9 | 12 | 4.39 | 3.0 | Good | 1170.52 | 25.575801 | No | 32.027620 | 141.654069 | Low_spent_Small_value_payments | 266.294978 | Good | 241 |
| 53 | Accountant | 35554.040 | 2 | 7 | 9 | 4 | 17 | 1 | 7.92 | 6.0 | Good | 89.93 | 37.239479 | No | 76.630354 | 74.704752 | High_spent_Medium_value_payments | 408.348561 | Poor | 379 |
| 14 | Teacher | 52243.640 | 8 | 6 | 11 | 1 | 15 | 13 | 11.61 | 5.0 | Standard | 1336.50 | 39.785632 | Yes | 33.631453 | 42.988723 | High_spent_Large_value_payments | 605.543491 | Standard | 262 |
| 20 | Teacher | 32186.310 | 4 | 1 | 2 | 1 | 15 | 8 | 3.75 | 2.0 | Good | 305.84 | 28.728821 | No | 19.711000 | 143.026145 | Low_spent_Small_value_payments | 422.982105 | Standard | 330 |
| 33 | Developer | 115484.200 | 5 | 6 | 5 | 0 | 2 | 6 | 1.64 | 3.0 | Good | 715.73 | 39.393722 | No | 0.000000 | 783.149012 | Low_spent_Large_value_payments | 427.219321 | Poor | 230 |
| 39 | Engineer | 9351661.000 | 4 | 6 | 6 | 4 | 19 | 10 | 1.09 | 3.0 | Good | 804.75 | 29.686393 | No | 40.095145 | 99.824340 | High_spent_Small_value_payments | 321.361682 | Standard | 276 |
| 18 | Entrepreneur | 28631.790 | 3 | 3 | 11 | 3 | 26 | 18 | 13.94 | 8.0 | Standard | 685.37 | 29.776822 | Yes | 65.284963 | 305.815327 | Low_spent_Small_value_payments | 164.297960 | Standard | 219 |
| 20 | Entrepreneur | 29892.370 | 7 | 3 | 13 | 2 | 7 | 9 | 12.11 | 4.0 | Standard | 695.39 | 28.191959 | Yes | 29.959827 | 214.099862 | Low_spent_Medium_value_payments | 302.343394 | Standard | 0 |
| 20 | Entrepreneur | 23917.380 | 7 | 4 | 6 | 3 | 16 | 16 | 9.98 | 2.0 | Standard | 888.53 | 24.848440 | Yes | 35.508289 | 113.362788 | Low_spent_Small_value_payments | 313.540423 | Standard | 352 |
| 32 | Journalist | 176044.040 | 3 | 6 | 6 | 1 | 9 | 11 | 2.63 | 0.0 | Good | 712.48 | 22.712658 | No | 131.272648 | 1406.175286 | Low_spent_Medium_value_payments | 238.385732 | Poor | 289 |
| 22 | Writer | 71843.520 | 7 | 6 | 10 | 0 | 27 | 11 | 13.82 | 8.0 | Standard | 369.70 | 35.485668 | NM | 0.000000 | 74.249692 | High_spent_Medium_value_payments | 759.446308 | Standard | 157 |
| 35 | Musician | 72583.320 | 7 | 3 | 10 | 2 | 27 | 13 | 7.66 | 4.0 | Standard | 1019.44 | 31.648802 | Yes | 104.016730 | 265.731733 | Low_spent_Small_value_payments | 529.612537 | Standard | 223 |
| 35 | Writer | 20671702.000 | 8 | 6 | 5 | 4 | 8 | 19 | 15.63 | 4.0 | Standard | 426.07 | 27.988807 | Yes | 182.589550 | 73.389096 | High_spent_Large_value_payments | 669.475020 | Standard | 106 |
| 23 | Doctor | 29146.600 | 4 | 3 | 12 | 2 | 3 | 9 | 2.79 | 3.0 | Good | 179.48 | 36.763568 | No | 26.241715 | 276.659836 | Low_spent_Small_value_payments | 243.286782 | Good | 215 |
| 37 | Engineer | 10189.235 | 7 | 3 | 25 | 7 | 10 | 14 | 11.77 | 7.0 | Standard | 1381.87 | 32.198376 | NM | 33.103979 | 29.200115 | Low_spent_Small_value_payments | 283.406198 | Poor | 157 |
| 41 | Accountant | 28637.080 | 3 | 7 | 1 | 3 | 6 | 11 | 10.91 | 4.0 | Good | 967.75 | 38.169456 | No | 67.844871 | 154.601564 | Low_spent_Large_value_payments | 264.295898 | Good | 345 |
| 47 | Engineer | 24372.880 | 5 | 6 | 13 | 3 | 21 | 12 | 6.40 | 2.0 | Standard | 719.48 | 24.182796 | Yes | 55.349577 | 93.288778 | High_spent_Small_value_payments | 309.468979 | Standard | 0 |
| 56 | Architect | 32073.310 | 5 | 5 | 9 | 2 | 20 | 8 | 8.12 | 2.0 | Standard | 1194.93 | 40.983454 | Yes | 34.395029 | 57.243173 | High_spent_Small_value_payments | 421.739381 | Standard | 274 |
| 39 | Mechanic | 33732.000 | 8 | 3 | 19 | 2 | 15 | 17 | 14.07 | 8.0 | Standard | 398.04 | 30.187777 | Yes | 49.389315 | 131.742715 | High_spent_Small_value_payments | 351.867970 | Standard | 381 |
| 50 | Writer | 19519.660 | 3 | 3 | 16 | 3 | 30 | 17 | 9.84 | 1.0 | Standard | 529.09 | 28.486012 | Yes | 45.557416 | 39.220008 | Low_spent_Medium_value_payments | 335.286409 | Standard | 385 |
| 33 | Entrepreneur | 127253.400 | 1 | 5 | 7 | 1 | 2 | 0 | 11.40 | 7.0 | Good | 1181.44 | 37.155665 | No | 78.546893 | 336.686232 | High_spent_Medium_value_payments | 903.411875 | Good | 348 |
| 43 | Accountant | 18598.170 | 8 | 7 | 16 | 2 | 17 | 18 | 12.21 | 8.0 | Standard | 667.98 | 32.758785 | Yes | 18.896396 | 104.048979 | Low_spent_Small_value_payments | 324.639375 | Standard | 241 |
| 19 | Teacher | 27323.110 | 4 | 6 | 10 | 2 | 6 | 9 | 7.17 | 4.0 | Standard | 1202.40 | 30.575400 | Yes | 28.357625 | 174.284982 | Low_spent_Small_value_payments | 298.549976 | Standard | 142 |
| 20 | Lawyer | 81769.350 | 7 | 5 | 13 | 4 | 15 | 14 | 2.27 | 0.0 | Standard | 535.75 | 32.730243 | No | 183.277097 | 75.868114 | High_spent_Large_value_payments | 680.366039 | Standard | 206 |
| 27 | Musician | 39593.770 | 2 | 1 | 5 | 4 | 8 | 9 | 4.27 | 4.0 | Good | 1460.41 | 24.914174 | No | 78.736861 | 31.641733 | High_spent_Large_value_payments | 460.469489 | Standard | 345 |
| 26 | Writer | 15219276.000 | 8 | 3 | 14 | 2 | 19 | 11 | 1.83 | 0.0 | Standard | 1194.49 | 28.194378 | No | 80.769990 | 248.732281 | High_spent_Small_value_payments | 707.928229 | Poor | 254 |
| 51 | Doctor | 40608.960 | 2 | 1 | 5 | 3 | 5 | 2 | 4.19 | 4.0 | Good | 1420.76 | 26.424638 | No | 93.009030 | 312.934038 | Low_spent_Small_value_payments | 194.364932 | Good | 219 |
| 23 | Lawyer | 36446.720 | 8 | 4 | 16 | 3 | 25 | 18 | 12.80 | 1.0 | Standard | 1367.36 | 23.184856 | Yes | 53.268634 | 153.470251 | Low_spent_Medium_value_payments | 392.583781 | Standard | 314 |
| 52 | Teacher | 43802.270 | 4 | 7 | 2 | 4 | 9 | 3 | 8.45 | 1.0 | Good | 1208.70 | 35.613772 | No | 119.077809 | 0.000000 | Low_spent_Large_value_payments | 242.822928 | Poor | 384 |
| 43 | Engineer | 72196.800 | 7 | 5 | 18 | 6 | 15 | 12 | 11.83 | 9.0 | Standard | 797.53 | 27.099656 | Yes | 189.367792 | 70.510078 | High_spent_Large_value_payments | 582.262130 | Standard | 199 |
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