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| ID | Описание | Дата |
|---|---|---|
| 4457f95d-9313-4da0-b47b-0530dbde96f3 | seize frictionless models | 2012-12-13 |
| ac428b70-9f0c-4080-a871-8c66539cee41 | streamline cutting-edge communities | 2008-07-21 |
| 1ec54295-f295-429a-8c15-9e6cad0746bc | implement back-end vortals | 1998-12-31 |
| 9a07fc8e-e697-42fe-88cf-647eeb55faa3 | maximize vertical technologies | 1976-09-12 |
| 5e9608fc-797f-4ab9-a1ce-1628e599cebf | monetize killer convergence | 2019-12-29 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 49 | Manager | 96275.840 | 6 | 6 | 19 | 1 | 7 | 18 | 0.94 | 1.0 | Standard | 999.36 | 41.189181 | Yes | 64.961337 | 148.360710 | High_spent_Medium_value_payments | 846.876619 | Standard | 314 |
| 29 | Doctor | 105565.650 | 1 | 3 | 11 | 1 | 15 | 8 | 7.20 | 6.0 | Good | 440.91 | 33.420382 | No | 49.608869 | 203.180399 | High_spent_Medium_value_payments | 861.524482 | Standard | 330 |
| 34 | Lawyer | 33616.730 | 2 | 6 | 10 | 1 | 1 | 2 | 7.73 | 4.0 | Good | 1267.26 | 25.922973 | No | 24.111850 | 151.712102 | Low_spent_Medium_value_payments | 387.015464 | Standard | 360 |
| 28 | Musician | 21414.430 | 5 | 2 | 5 | 3 | 14 | 3 | 10.58 | 4.0 | Good | 39.47 | 38.555223 | No | 30.214229 | 70.181406 | Low_spent_Large_value_payments | 365.957949 | Standard | 310 |
| 52 | Media_Manager | 29060.320 | 8 | 5 | 9 | 4 | 11 | 16 | 2.20 | 3.0 | Standard | 865.12 | 35.446464 | NM | 64.492263 | 207.773904 | Low_spent_Large_value_payments | 221.303166 | Standard | 234 |
| 34 | Musician | 35971.510 | 2 | 5 | 9 | 2 | 4 | 9 | 5.42 | 4.0 | Good | 1435.21 | 33.623306 | No | 42.553761 | 0.000000 | Low_spent_Small_value_payments | 155.238453 | Good | 365 |
| 34 | Mechanic | 70360.580 | 3 | 6 | 12 | 1 | 7 | 10 | 1.15 | 2.0 | Good | 946.96 | 30.707906 | No | 50.413668 | 0.000000 | Low_spent_Small_value_payments | 546.214094 | Standard | 213 |
| 55 | Developer | 23256.590 | 6 | 7 | 7 | 4 | 13 | 20 | 0.00 | 4.0 | Standard | 1216.75 | 26.458196 | Yes | 56.058768 | 122.998096 | Low_spent_Large_value_payments | 280.148053 | Standard | 193 |
| 25 | Teacher | 23522.970 | 3 | 7 | 7 | 1 | 28 | 14 | 3.81 | 1.0 | Standard | 1478.07 | 28.887180 | Yes | 18.666445 | 39.156943 | High_spent_Large_value_payments | 383.201362 | Standard | 262 |
| 28 | Mechanic | 101173.800 | 4 | 3 | 13 | 2 | 5 | 8 | 8.09 | 4.0 | Standard | 85.31 | 31.314685 | No | 142.706253 | 0.000000 | High_spent_Medium_value_payments | 595.302556 | Standard | 239 |
| 16 | Entrepreneur | 18249.160 | 4 | 7 | 6 | 2 | 12 | 13 | 10.09 | 4.0 | Standard | 496.55 | 26.401723 | Yes | 21.584005 | 35.778326 | High_spent_Medium_value_payments | 360.414002 | Standard | 118 |
| 54 | Lawyer | 62773.200 | 3 | 4 | 19 | 2 | 6 | 8 | 11.22 | 4.0 | Standard | 746.09 | 34.966469 | Yes | 92.254125 | 408.384972 | Low_spent_Small_value_payments | 326.370903 | Standard | 336 |
| 47 | Writer | 13982.725 | 7 | 6 | 12 | 4 | 8 | 17 | 14.45 | 4.0 | Standard | 1458.61 | 26.951906 | Yes | 37.983363 | 78.785997 | Low_spent_Medium_value_payments | 256.353349 | Standard | 356 |
| 41 | Lawyer | 99858.150 | 3 | 8 | 8 | 4 | 18 | 9 | 9.43 | 5.0 | Good | 1392.72 | 25.778877 | NM | 190.614256 | 70.754942 | High_spent_Large_value_payments | 809.682052 | Poor | 281 |
| 54 | Mechanic | 41794.320 | 0 | 5 | 7 | 3 | 1 | 12 | 3.78 | 4.0 | Good | 302.02 | 27.862279 | No | 89.815635 | 371.964380 | Low_spent_Small_value_payments | 163.005985 | Good | 316 |
| 37 | Teacher | 87629.700 | 5 | 6 | 17 | 4 | 20 | 16 | 10.72 | 1.0 | Standard | 526.26 | 36.622314 | Yes | 178.482814 | 0.000000 | Low_spent_Medium_value_payments | 485.190411 | Standard | 281 |
| 29 | Scientist | 17082.685 | 5 | 7 | 6 | 6 | 27 | 18 | 8.42 | 4.0 | Standard | 560.63 | 29.364564 | Yes | 80.692040 | 90.137644 | Low_spent_Large_value_payments | 268.726024 | Standard | 86 |
| 34 | Writer | 34435.820 | 6 | 4 | 14 | 1 | 14 | 14 | 18.81 | 7.0 | Standard | 360.11 | 31.385813 | Yes | 27.827486 | 69.411515 | High_spent_Large_value_payments | 416.826166 | Standard | 0 |
| 33 | Accountant | 16465.640 | 5 | 6 | 5 | 2 | 15 | 15 | 0.00 | 0.0 | Standard | 885.35 | 37.039590 | Yes | 26.104079 | 30.259506 | High_spent_Small_value_payments | 370.850082 | Poor | 187 |
| 43 | Engineer | 19148.930 | 4 | 7 | 10 | 3 | 11 | 10 | 9.14 | 3.0 | Standard | 1237.12 | 22.875764 | No | 24.957220 | 219.445434 | Low_spent_Small_value_payments | 209.571763 | Standard | 277 |
| 20 | Scientist | 77104.470 | 3 | 7 | 6 | 4 | 6 | 16 | 4.29 | 4.0 | Standard | 109.76 | 31.242914 | Yes | 177.017617 | 51.824618 | High_spent_Large_value_payments | 668.295015 | Standard | 264 |
| 39 | Writer | 22143.310 | 5 | 6 | 17 | 3 | 25 | 19 | 7.18 | 3.0 | Standard | 1428.31 | 30.058126 | NM | 54.364976 | 182.992733 | Low_spent_Small_value_payments | 263.669874 | Poor | 366 |
| 43 | Scientist | 54259.420 | 8 | 6 | 15 | 7 | 28 | 12 | 18.95 | 8.0 | Standard | 847.46 | 27.094553 | Yes | 181.311001 | 0.000000 | High_spent_Large_value_payments | 437.561783 | Standard | 145 |
| 25 | Teacher | 29987.160 | 4 | 4 | 3 | 3 | 6 | 0 | 2.36 | 1.0 | Good | 30.53 | 30.176381 | No | 60.300536 | 87.584019 | Low_spent_Small_value_payments | 397.908446 | Good | 0 |
| 35 | Media_Manager | 67422.800 | 4 | 7 | 12 | 2 | 1 | 13 | 16.16 | 1.0 | Standard | 1082.56 | 31.775124 | Yes | 85.747836 | 141.805785 | High_spent_Small_value_payments | 576.003046 | Standard | 356 |
| 29 | Architect | 91561.260 | 4 | 5 | 7 | 0 | 21 | 22 | 13.60 | 7.0 | Standard | 130.30 | 40.051523 | Yes | 0.000000 | 230.071568 | High_spent_Medium_value_payments | 790.738932 | Standard | 368 |
| 16 | Engineer | 17471.630 | 6 | 4 | 8 | 6 | 21 | 12 | 18.51 | 8.0 | Standard | 1050.26 | 24.260572 | NM | 58.905041 | 50.611413 | High_spent_Small_value_payments | 268.780462 | Standard | 211 |
| 21 | Architect | 40363.740 | 7 | 5 | 5 | 4 | 7 | 16 | 1.14 | 1.0 | Standard | 1141.15 | 31.890133 | No | 111.581916 | 95.106698 | High_spent_Medium_value_payments | 358.075886 | Standard | 241 |
| 27 | Scientist | 32466.180 | 9 | 10 | 32 | 7 | 31 | 17 | 7.37 | 10.0 | Bad | 1339.97 | 24.396438 | Yes | 187.677407 | 95.497929 | Low_spent_Large_value_payments | 263.776164 | Poor | 0 |
| 45 | Architect | 34980.210 | 5 | 7 | 18 | 4 | 35 | 8 | 7.97 | 3.0 | Standard | 937.32 | 39.505700 | No | 66.796732 | 100.303618 | Low_spent_Medium_value_payments | 374.501400 | Standard | 315 |
| 21 | Media_Manager | 34493.580 | 1 | 5 | 6 | 0 | 14 | 12 | 4.92 | 0.0 | Good | 953.17 | 27.755841 | NM | 0.000000 | 82.545274 | Low_spent_Large_value_payments | 487.201226 | Standard | 386 |
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