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ID | Описание | Дата |
---|---|---|
0719dd6e-9933-46b8-a0c5-e6d0583a59be | generate proactive architectures | 2022-02-03 |
c0ad0cd4-9644-435c-9c9e-56ad0b7bb3ad | strategize scalable functionalities | 1993-04-27 |
522819d7-4718-4045-a2ec-64401a30427c | target granular architectures | 2024-10-15 |
7da912a7-a7ae-47c8-8bf7-2be988b6f9f7 | e-enable innovative methodologies | 2000-02-15 |
0140e5dc-2502-41d1-bae1-2fa94e12d534 | enable user-centric e-business | 1998-03-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 86522.720 | 8 | 5 | 13 | 1 | 17 | 10 | 15.51 | 8.0 | Standard | 455.22 | 39.760051 | Yes | 45.264681 | 95.864655 | High_spent_Large_value_payments | 808.693331 | Standard | 332 |
44 | Musician | 76391.480 | 1 | 4 | 10 | 2 | 27 | 5 | 1.77 | 4.0 | Good | 614.83 | 36.197745 | No | 75.810241 | 151.707738 | High_spent_Large_value_payments | 672.177688 | Standard | 292 |
25 | Writer | 23613.430 | 6 | 7 | 6 | 3 | 12 | 11 | 9.35 | 3.0 | Standard | 428.67 | 30.385964 | Yes | 46.738307 | 226.497034 | Low_spent_Medium_value_payments | 227.043242 | Standard | 325 |
43 | Entrepreneur | 21637.515 | 3 | 5 | 9 | 0 | 6 | 2 | 3.15 | 3.0 | Good | 999.48 | 41.313192 | No | 0.000000 | 126.136677 | Low_spent_Medium_value_payments | 308.075948 | Good | 381 |
31 | Mechanic | 16490.800 | 1 | 3 | 5 | 2 | 6 | 10 | 1.50 | 3.0 | Good | 1015.00 | 41.376398 | No | 17.109480 | 149.903847 | Low_spent_Small_value_payments | 280.410006 | Standard | 0 |
44 | Journalist | 36823.240 | 6 | 7 | 17 | 4 | 18 | 20 | 14.20 | 4.0 | Standard | 772.35 | 29.525500 | Yes | 109.074896 | 185.052763 | Low_spent_Medium_value_payments | 283.632674 | Standard | 225 |
26 | Media_Manager | 81462.180 | 6 | 7 | 19 | 4 | 14 | 15 | 10.66 | 8.0 | Standard | 1200.63 | 23.543856 | Yes | 165.818860 | 297.467854 | Low_spent_Medium_value_payments | 521.564786 | Poor | 374 |
54 | Media_Manager | 108488.610 | 4 | 3 | 14 | 0 | 6 | 15 | 4.99 | 4.0 | Standard | 1366.18 | 39.391373 | Yes | 0.000000 | 415.243735 | High_spent_Small_value_payments | 722.128015 | Good | 311 |
54 | Entrepreneur | 21818.285 | 2 | 2 | 12 | 2 | 3 | 6 | 7.53 | 0.0 | Good | 818.31 | 39.675270 | No | 30.133133 | 21.543564 | High_spent_Large_value_payments | 375.742345 | Standard | 298 |
55 | Writer | 17525.870 | 6 | 3 | 19 | 2 | 6 | 13 | 17.76 | 4.0 | Standard | 903.74 | 24.795549 | Yes | 22.973051 | 98.997328 | Low_spent_Small_value_payments | 294.178538 | Standard | 365 |
40 | Journalist | 39294.300 | 9 | 10 | 30 | 3 | 47 | 20 | 0.00 | 11.0 | Bad | 1292.73 | 39.642544 | Yes | 60.744393 | 70.086664 | High_spent_Large_value_payments | 438.421444 | Poor | 164 |
34 | Accountant | 77463.990 | 7 | 6 | 15 | 2 | 29 | 13 | 2.42 | 4.0 | Standard | 451.63 | 28.882504 | No | 80.877230 | 262.861311 | High_spent_Medium_value_payments | 545.094708 | Standard | 203 |
27 | Writer | 16439.240 | 8 | 5 | 6 | 2 | 14 | 14 | 16.21 | 6.0 | Standard | 699.36 | 24.486636 | Yes | 25.146608 | 0.000000 | Low_spent_Small_value_payments | 247.850131 | Standard | 86 |
17 | Journalist | 14187.130 | 3 | 4 | 22 | 3 | 25 | 19 | 18.35 | 10.0 | Standard | 1481.83 | 38.988874 | Yes | 26.922566 | 45.710237 | High_spent_Small_value_payments | 321.593281 | Poor | 136 |
45 | Doctor | 80815.400 | 8 | 3 | 9 | 0 | 29 | 14 | 6.37 | 2.0 | Standard | 575.33 | 38.795088 | Yes | 0.000000 | 632.247328 | Low_spent_Large_value_payments | 324.014339 | Standard | 392 |
44 | Lawyer | 42311.160 | 5 | 6 | 11 | 1 | 10 | 15 | 6.84 | 3.0 | Standard | 438.23 | 34.181888 | No | 24.883032 | 0.000000 | High_spent_Small_value_payments | 538.998479 | Standard | 338 |
49 | Developer | 33057.460 | 4 | 3 | 12 | 2 | 27 | 10 | 7.08 | 4.0 | Standard | 954.98 | 34.212059 | No | 28.902339 | 191.685315 | High_spent_Small_value_payments | 323.091179 | Standard | 390 |
23 | Writer | 57829.740 | 4 | 3 | 12 | 2 | 13 | 15 | 12.77 | 7.0 | Standard | 170.06 | 39.913313 | Yes | 88.885110 | 488.497973 | Low_spent_Small_value_payments | 181.531417 | Standard | 331 |
40 | Teacher | 26523.720 | 5 | 3 | 6 | 5 | 19 | 15 | 15.68 | 6.0 | Standard | 368.29 | 24.424485 | Yes | 63.984695 | 90.575165 | High_spent_Small_value_payments | 296.971140 | Standard | 215 |
18 | Writer | 121041.210 | 3 | 7 | 8 | 3 | 14 | 8 | 4.59 | 3.0 | Good | 1036.21 | 30.575531 | No | 197.086805 | 210.010862 | High_spent_Large_value_payments | 868.879083 | Standard | 389 |
40 | Media_Manager | 15005.310 | 4 | 4 | 20 | 7 | 13 | 13 | 17.98 | 9.0 | Standard | 1101.54 | 27.312765 | Yes | 66.836557 | 0.000000 | Low_spent_Small_value_payments | 215.462705 | Poor | 131 |
39 | Musician | 8057.430 | 4 | 9 | 17 | 6 | 28 | 13 | 14.12 | 11.0 | Standard | 1452.74 | 35.901829 | Yes | 37.002055 | 31.599544 | Low_spent_Medium_value_payments | 267.543651 | Poor | 229 |
55 | Accountant | 100097.190 | 5 | 4 | 1 | 4 | 11 | 7 | 8.62 | 1.0 | Good | 817.57 | 29.091902 | No | 177.277112 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Good | 268 |
30 | Developer | 42032.760 | 0 | 4 | 6 | 1 | 21 | 7 | 12.11 | 7.0 | Good | 626.72 | 33.515192 | NM | 22.455995 | 432.886805 | Low_spent_Small_value_payments | 191.630200 | Poor | 277 |
21 | Writer | 9760.495 | 7 | 6 | 29 | 6 | 12 | 25 | 7.02 | 6.0 | Bad | 1291.36 | 36.121645 | Yes | 47.852426 | 104.578062 | Low_spent_Small_value_payments | 248.706970 | Poor | 86 |
40 | Manager | 106789.360 | 3 | 3 | 20 | 3 | 24 | 19 | 11.32 | 2.0 | Standard | 155.69 | 30.834470 | NM | 137.828348 | 106.512446 | High_spent_Large_value_payments | 862.970539 | Standard | 225 |
43 | Musician | 89122.800 | 7 | 3 | 12 | 1 | 30 | 16 | 8.06 | 1.0 | Standard | 331.53 | 39.908282 | No | 57.759375 | 63.174412 | High_spent_Large_value_payments | 833.256212 | Standard | 314 |
29 | Teacher | 19936.400 | 4 | 6 | 6 | 0 | 8 | 17 | 7.62 | 5.0 | Standard | 1342.68 | 39.620574 | No | 0.000000 | 52.829606 | Low_spent_Small_value_payments | 377.607061 | Standard | 389 |
33 | Media_Manager | 19807.545 | 0 | 3 | 10 | 3 | 5 | 0 | 8.94 | 0.0 | Good | 1286.59 | 23.837534 | NM | 38.296183 | 68.141713 | High_spent_Small_value_payments | 347.824979 | Standard | 0 |
23 | Journalist | 121029.600 | 2 | 4 | 12 | 2 | 11 | 3 | 7.18 | 2.0 | Good | 1278.56 | 36.631297 | No | 169.130485 | 313.955706 | Low_spent_Medium_value_payments | 784.793809 | Poor | 0 |
44 | Manager | 109182.720 | 1 | 4 | 1 | 1 | 4 | 5 | 2.03 | 2.0 | Good | 623.35 | 33.473510 | No | 46.424707 | 120.795424 | High_spent_Medium_value_payments | 988.335869 | Good | 376 |
49 | Accountant | 81385.180 | 1 | 7 | 5 | 1 | 3 | 2 | 4.59 | 2.0 | Good | 394.42 | 25.748090 | No | 53.305019 | 0.000000 | High_spent_Medium_value_payments | 582.395545 | Standard | 0 |
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