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| ID | Описание | Дата |
|---|---|---|
| a7b92447-ad8f-4307-811a-ff4d90bb6f09 | deploy compelling functionalities | 2004-10-27 |
| 43eab591-9e27-45bc-9328-e0b98f0721dc | morph e-business portals | 1993-03-12 |
| 17ad4da9-468c-41e5-adbc-74cf3c816a59 | monetize efficient eyeballs | 2022-12-27 |
| 46461bd6-e840-4f43-a755-c43feb098756 | streamline innovative e-services | 1975-07-18 |
| 9695002d-b54b-4092-9d45-8f95fa8c59f8 | expedite virtual partnerships | 1988-06-18 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38 | Media_Manager | 12070.845 | 8 | 5 | 8 | 4 | 18 | 12 | 2.96 | 1.0 | Standard | 759.86 | 22.588106 | Yes | 31.349970 | 114.402809 | Low_spent_Small_value_payments | 253.137597 | Standard | 343 |
| 20 | Mechanic | 173968.960 | 4 | 7 | 1 | 1 | 7 | 3 | 4.54 | 3.0 | Good | 1486.89 | 39.662322 | No | 72.752916 | 348.352578 | Low_spent_Large_value_payments | 1305.535839 | Standard | 0 |
| 14 | Entrepreneur | 18235.610 | 8 | 6 | 9 | 2 | 24 | 14 | 8.29 | 4.0 | Standard | 1259.92 | 25.284261 | Yes | 22.991008 | 94.343855 | Low_spent_Small_value_payments | 304.028554 | Poor | 118 |
| 31 | Journalist | 36779.340 | 6 | 5 | 20 | 3 | 17 | 16 | 8.35 | 12.0 | Standard | 1215.19 | 33.891108 | Yes | 47.474774 | 0.000000 | Low_spent_Small_value_payments | 396.228493 | Standard | 123 |
| 45 | Engineer | 8053.370 | 6 | 5 | 6 | 5 | 12 | 18 | 12.10 | 7.0 | Standard | 886.98 | 29.431446 | Yes | 18.949117 | 0.000000 | High_spent_Large_value_payments | 280.338971 | Standard | 0 |
| 38 | Entrepreneur | 15512.055 | 3 | 4 | 13 | 5 | 10 | 9 | 16.95 | 4.0 | Standard | 865.30 | 26.494802 | Yes | 48.133045 | 0.000000 | Low_spent_Small_value_payments | 215.887779 | Standard | 140 |
| 50 | Scientist | 35516.680 | 0 | 2 | 6 | 4 | 14 | 7 | 6.65 | 2.0 | Good | 981.33 | 32.867506 | No | 95.859266 | 105.020575 | High_spent_Medium_value_payments | 322.092491 | Standard | 193 |
| 42 | Journalist | 34192.020 | 1 | 1 | 8 | 3 | 6 | 2 | 5.91 | 2.0 | Good | 178.65 | 35.850551 | No | 61.642059 | 170.840294 | Low_spent_Medium_value_payments | 329.951147 | Good | 358 |
| 56 | Lawyer | 32937.830 | 8 | 6 | 11 | 4 | 20 | 17 | 3.95 | 0.0 | Standard | 134.09 | 36.334593 | No | 79.585709 | 162.099332 | High_spent_Small_value_payments | 270.296876 | Standard | 0 |
| 21 | Teacher | 81995.320 | 3 | 7 | 5 | 4 | 20 | 10 | 9.47 | 4.0 | Standard | 193.78 | 38.848372 | Yes | 175.902780 | 373.753451 | High_spent_Small_value_payments | 419.138102 | Standard | 237 |
| 20 | Lawyer | 34253.080 | 3 | 9 | 25 | 6 | 11 | 12 | 9.66 | 12.0 | Standard | 1485.70 | 34.241789 | Yes | 133.843813 | 75.330135 | High_spent_Medium_value_payments | 343.368385 | Standard | 227 |
| 26 | Engineer | 21613.570 | 4 | 7 | 18 | 7 | 21 | 11 | 18.42 | 5.0 | Standard | 878.38 | 36.789398 | NM | 99.974141 | 79.740338 | Low_spent_Large_value_payments | 261.898604 | Standard | 174 |
| 21 | Developer | 19566.150 | 5 | 7 | 5 | 7 | 5 | 9 | 7.93 | 8.0 | Standard | 556.73 | 34.561698 | Yes | 58.359737 | 155.559043 | Low_spent_Large_value_payments | 244.932470 | Standard | 115 |
| 30 | Lawyer | 18859.380 | 6 | 4 | 5 | 4 | 14 | 15 | 9.41 | 6.0 | Standard | 330.26 | 28.462539 | Yes | 40.292010 | 80.768958 | Low_spent_Small_value_payments | 305.000532 | Standard | 160 |
| 36 | Mechanic | 18910.830 | 1 | 4 | 7 | 0 | 28 | 0 | 2.88 | 8.0 | Good | 912.67 | 36.804908 | No | 0.000000 | 95.841645 | Low_spent_Medium_value_payments | 345.148605 | Standard | 302 |
| 44 | Accountant | 18066506.000 | 8 | 3 | 15 | 3 | 20 | 10 | 11.71 | 3.0 | Standard | 267.55 | 27.816953 | Yes | 189.305744 | 137.559909 | High_spent_Large_value_payments | 711.877680 | Standard | 198 |
| 41 | Journalist | 87502.530 | 7 | 7 | 14 | 3 | 20 | 18 | 6.35 | 3.0 | Standard | 1071.88 | 40.832834 | No | 167.959794 | 107.674343 | High_spent_Large_value_payments | 692.153614 | Standard | 337 |
| 34 | Musician | 30375.050 | 6 | 5 | 6 | 0 | 12 | 102 | 4.09 | 0.0 | Standard | 1367.11 | 26.506025 | No | 0.000000 | 128.598698 | High_spent_Small_value_payments | 374.026718 | Standard | 253 |
| 33 | Teacher | 93704.190 | 3 | 4 | 20 | 2 | 26 | 15 | 19.21 | 5.0 | Standard | 1194.35 | 39.326913 | NM | 88.939271 | 66.777332 | High_spent_Large_value_payments | 874.851647 | Standard | 345 |
| 33 | Journalist | 13961.155 | 6 | 3 | 20 | 4 | 15 | 14 | 7.73 | 0.0 | Standard | 1406.02 | 31.992469 | NM | 40.171415 | 125.847342 | Low_spent_Small_value_payments | 256.224201 | Standard | 335 |
| 55 | Architect | 22283.070 | 4 | 4 | 17 | 3 | 24 | 17 | 11.56 | 2.0 | Standard | 160.38 | 37.708539 | Yes | 52.135736 | 0.000000 | Low_spent_Small_value_payments | 264.834542 | Standard | 263 |
| 45 | Developer | 18048.880 | 10 | 5 | 15 | 6 | 23 | 16 | 18.56 | 6.0 | Bad | 1257.05 | 39.072312 | Yes | 86.768356 | 37.068734 | High_spent_Medium_value_payments | 293.070243 | Poor | 160 |
| 36 | Developer | 16864.180 | 5 | 4 | 18 | 4 | 28 | 0 | 15.30 | 6.0 | Standard | 262.98 | 36.766398 | Yes | 44.271842 | 108.659970 | Low_spent_Medium_value_payments | 274.503022 | Standard | 295 |
| 55 | Manager | 161710.320 | 0 | 7 | 5 | 1 | 10 | 9 | 1.76 | 4.0 | Good | 387.63 | 34.450235 | No | 102.965394 | 896.384124 | Low_spent_Medium_value_payments | 636.236482 | Good | 236 |
| 52 | Scientist | 24376.730 | 7 | 4 | 9 | 1 | 24 | 8 | 8.90 | 6.0 | Standard | 1125.30 | 33.347304 | Yes | 18.305190 | 134.421391 | Low_spent_Large_value_payments | 309.912836 | Standard | 202 |
| 45 | Journalist | 42331.140 | 6 | 5 | 9 | 2 | 20 | 12 | 10.48 | 7.0 | Standard | 1288.78 | 31.245162 | Yes | 48.320520 | 252.742456 | Low_spent_Small_value_payments | 316.996523 | Standard | 0 |
| 24 | Developer | 54000.900 | 4 | 5 | 14 | 2 | 33 | 12 | 3.28 | 3.0 | Standard | 1105.99 | 38.518564 | No | 78.812017 | 123.551132 | High_spent_Small_value_payments | 523.744351 | Standard | 297 |
| 17 | Accountant | 120015.520 | 7 | 7 | 14 | 2 | 15 | 13 | 7.88 | 10.0 | Standard | 1236.14 | 28.112438 | Yes | 155.501023 | 752.958936 | Low_spent_Small_value_payments | 402.369374 | Standard | 261 |
| 39 | Scientist | 89126.250 | 4 | 5 | 19 | 2 | 3 | 19 | 15.80 | 9.0 | Standard | 631.58 | 28.731971 | Yes | 125.293142 | 0.000000 | High_spent_Large_value_payments | 714.639818 | Standard | 221 |
| 20 | Manager | 36398.140 | 5 | 7 | 4 | 1 | 6 | 12 | 4.08 | 5.0 | Good | 248.38 | 31.699349 | No | 19.498619 | 201.567546 | Low_spent_Small_value_payments | 364.351668 | Poor | 215 |
| 40 | Mechanic | 10585.100 | 8 | 4 | 6 | 4 | 27 | 8 | 8.85 | 5.0 | Standard | 0.56 | 38.869803 | Yes | 29.541637 | 0.000000 | Low_spent_Small_value_payments | 260.045597 | Poor | 0 |
| 39 | Writer | 87695.340 | 2 | 7 | 7 | 0 | 5 | 10 | 6.52 | 6.0 | Good | 361.68 | 40.022806 | No | 0.000000 | 143.001795 | High_spent_Large_value_payments | 830.792705 | Standard | 236 |
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