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ID | Описание | Дата |
---|---|---|
991b547c-0b1d-430e-9ded-2bc9652a837a | maximize compelling convergence | 1976-07-28 |
926171b3-e122-4015-8c8c-0a1add9a13d0 | monetize e-business partnerships | 1971-07-05 |
ada6ceac-ad27-4df6-8eb5-9363bf754885 | enhance visionary models | 2003-03-06 |
04ace952-255f-4b5a-b6db-20a2fecec620 | matrix revolutionary paradigms | 2025-02-05 |
7a2d8bda-6e62-4640-8547-345422c8dda8 | visualize impactful vortals | 1973-12-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Media_Manager | 113781.390 | 1 | 4 | 1 | 0 | 19 | 7 | 11.34 | 1.0 | Good | 1030.20 | 43.829630 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 962.567705 | Poor | 185 |
34 | Media_Manager | 26150.380 | 5 | 7 | 10 | 4 | 14 | 0 | 2.08 | 2.0 | Good | 316.19 | 37.939572 | No | 84.848663 | 155.696063 | Low_spent_Large_value_payments | 247.775107 | Standard | 372 |
46 | Teacher | 68375.370 | 6 | 3 | 17 | 1 | 20 | 12 | 7.56 | 1.0 | Standard | 804.61 | 42.777980 | No | 38.408243 | 158.882266 | High_spent_Medium_value_payments | 644.204240 | Standard | 0 |
29 | Musician | 31170.530 | 1 | 5 | 6 | 2 | 12 | 7 | 7.55 | 4.0 | Good | 462.11 | 37.930198 | No | 35.031643 | 50.390478 | High_spent_Medium_value_payments | 450.032296 | Standard | 299 |
26 | Lawyer | 18743.075 | 2 | 7 | 4 | 4 | 7 | 11 | 9.46 | 0.0 | Good | 183.15 | 26.010505 | No | 57.801813 | 151.027188 | Low_spent_Small_value_payments | 214.263291 | Good | 267 |
55 | Journalist | 95774.360 | 6 | 3 | 5 | 3 | 10 | 14 | 10.30 | 3.0 | Standard | 704.92 | 29.104059 | Yes | 173.323208 | 77.470779 | High_spent_Large_value_payments | 815.525680 | Standard | 368 |
45 | Entrepreneur | 109945.320 | 8 | 3 | 11 | 0 | 24 | 0 | 4.31 | 3.0 | Standard | 480.83 | 44.751120 | No | 0.000000 | 137.004714 | High_spent_Large_value_payments | 1031.706286 | Standard | 250 |
28 | Architect | 82831.680 | 7 | 3 | 9 | 3 | 13 | 11 | 0.00 | 4.0 | Standard | 34.27 | 25.190690 | Yes | 113.703794 | 507.040057 | Low_spent_Medium_value_payments | 372.620149 | Standard | 285 |
32 | Developer | 11533.485 | 4 | 3 | 20 | 7 | 18 | 14 | 18.29 | 5.0 | Standard | 1278.39 | 36.936249 | NM | 44.618556 | 35.872320 | Low_spent_Small_value_payments | 288.121499 | Standard | 189 |
49 | Mechanic | 36512.400 | 1 | 3 | 3 | 4 | 3 | 8 | 10.66 | 1.0 | Good | 623.42 | 32.389030 | No | 110.959966 | 51.544454 | High_spent_Large_value_payments | 399.665580 | Good | 296 |
28 | Scientist | 29376.070 | 4 | 4 | 5 | 3 | 13 | 3 | 8.28 | 6.0 | Good | 1439.60 | 29.129159 | No | 68.117431 | 161.169236 | Low_spent_Large_value_payments | 256.613916 | Good | 386 |
54 | Journalist | 85038.870 | 0 | 2 | 6 | 3 | 6 | 8 | 3.86 | 2.0 | Good | 995.20 | 31.327222 | No | 154.410248 | 0.000000 | High_spent_Medium_value_payments | 493.137084 | Good | 275 |
15 | Entrepreneur | 27007.190 | 3 | 7 | 20 | 0 | 16 | 10 | 16.24 | 5.0 | Standard | 189.00 | 29.972501 | Yes | 0.000000 | 50.020753 | High_spent_Small_value_payments | 429.339164 | Standard | 267 |
29 | Developer | 34378.870 | 6 | 5 | 6 | 0 | 5 | 19 | 8.70 | 6.0 | Standard | 1020.66 | 35.974951 | Yes | 0.000000 | 151.881785 | High_spent_Small_value_payments | 409.608798 | Standard | 199 |
43 | Manager | 122307.960 | 1 | 5 | 6 | 0 | 1 | 6 | 2.31 | 4.0 | Good | 630.24 | 39.692907 | No | 0.000000 | 205.907348 | High_spent_Medium_value_payments | 1067.125652 | Standard | 324 |
38 | Doctor | 65671.980 | 1 | 4 | 2 | 1 | 15 | 1 | 11.01 | 3.0 | Good | 1463.48 | 31.752284 | No | 30.131349 | 511.011731 | Low_spent_Medium_value_payments | 258.023419 | Good | 262 |
45 | Teacher | 27020.670 | 5 | 7 | 15 | 0 | 20 | 15 | 8.27 | 3.0 | Standard | 764.45 | 24.017482 | No | 0.000000 | 306.636478 | Low_spent_Small_value_payments | 234.835772 | Standard | 189 |
51 | Manager | 36868.130 | 6 | 4 | 3 | 0 | 34 | 20 | 6.88 | 4.0 | Good | 1360.71 | 26.478814 | No | 0.000000 | 83.516337 | High_spent_Medium_value_payments | 472.618080 | Good | 308 |
19 | Architect | 39511.000 | 7 | 8 | 24 | 3 | 30 | 22 | 1.10 | 7.0 | Bad | 1304.11 | 33.411782 | NM | 81.478342 | 122.167220 | High_spent_Medium_value_payments | 371.212772 | Poor | 70 |
42 | Musician | 41975.000 | 2 | 7 | 5 | 0 | 8 | 1 | 5.74 | 0.0 | Good | 72.24 | 40.580487 | No | 0.000000 | 284.475654 | Low_spent_Small_value_payments | 381.716013 | Good | 302 |
50 | Developer | 14957.520 | 7 | 6 | 12 | 1 | 28 | 9 | 4.64 | 4.0 | Standard | 1015.61 | 24.525597 | NM | 8.390856 | 88.848992 | Low_spent_Large_value_payments | 311.506151 | Standard | 0 |
17 | Entrepreneur | 30195.470 | 5 | 3 | 14 | 0 | 18 | 18 | 9.04 | 7.0 | Standard | 893.63 | 34.961992 | Yes | 145.099934 | 195.261650 | Low_spent_Large_value_payments | 351.167267 | Standard | 319 |
29 | Musician | 20900.510 | 9 | 5 | 34 | 7 | 28 | 22 | 4.62 | 10.0 | Bad | 1317.37 | 34.371101 | NM | 75.142252 | 166.580979 | Low_spent_Large_value_payments | 216.247686 | Poor | 73 |
34 | Media_Manager | 21509.645 | 4 | 1 | 4 | 1 | 4 | 4 | 5.77 | 4.0 | Good | 73.61 | 32.107224 | No | 9.168931 | 131.540057 | Low_spent_Small_value_payments | 313.238054 | Good | 354 |
23 | Teacher | 39704.190 | 5 | 4 | 3 | 4 | 3 | 11 | 8.28 | 3.0 | Good | 1421.92 | 35.133872 | No | 124.262431 | 0.000000 | High_spent_Small_value_payments | 291.571288 | Standard | 238 |
35 | Mechanic | 22539.910 | 3 | 5 | 17 | 1 | 15 | 17 | 1.46 | 6.0 | Standard | 1041.79 | 35.740230 | No | 17.426350 | 119.012663 | High_spent_Small_value_payments | 333.593571 | Standard | 239 |
23 | Musician | 69324.400 | 4 | 7 | 12 | 3 | 11 | 7 | 10.89 | 7.0 | Standard | 1075.73 | 26.345585 | Yes | 115.008706 | 55.442522 | High_spent_Large_value_payments | 620.452105 | Standard | 205 |
39 | Musician | 32446.800 | 8 | 6 | 11 | 1 | 29 | 8 | 5.11 | 2.0 | Standard | 395.19 | 28.688289 | No | 18.115805 | 189.867939 | Low_spent_Small_value_payments | 354.306256 | Standard | 393 |
22 | Mechanic | 35033.330 | 5 | 5 | 7 | 4 | 21 | 14 | 2.08 | 3.0 | Standard | 1319.63 | 29.869747 | No | 60.806238 | 46.316787 | High_spent_Medium_value_payments | 463.421391 | Standard | 237 |
41 | Accountant | 10412.225 | 8 | 7 | 10 | 3 | 15 | 13 | 10.13 | 7.0 | Standard | 4.50 | 38.087390 | Yes | 18.836914 | 0.000000 | High_spent_Large_value_payments | 288.913040 | Standard | 360 |
33 | Musician | 68654.620 | 4 | 5 | 6 | 1 | 1 | 9 | 6.14 | 3.0 | Good | 1381.16 | 34.682597 | NM | 55.228237 | 313.449444 | High_spent_Small_value_payments | 488.444153 | Standard | 0 |
21 | Journalist | 98828.920 | 5 | 7 | 7 | 0 | 5 | 0 | 18.20 | 5.0 | Standard | 821.41 | 30.988131 | Yes | 0.000000 | 142.995806 | High_spent_Large_value_payments | 947.578527 | Standard | 374 |
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