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ID | Описание | Дата |
---|---|---|
4a026600-729c-4055-a19c-fc616fd222c9 | incubate e-business initiatives | 2019-03-19 |
0a9612de-bbcb-4fbf-878c-b74b58392223 | syndicate rich e-tailers | 1984-11-11 |
db5de489-4d9f-4cc3-995f-8698095760f0 | harness leading-edge architectures | 1977-08-18 |
8989e3de-06fb-4321-b45b-0196c408cb8e | maximize bricks-and-clicks infrastructures | 2024-03-03 |
914345a3-1686-4f9b-9e5f-833df3204fcf | transition 24/365 e-business | 1981-12-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Doctor | 95956.500 | 8 | 4 | 11 | 2 | 23 | 0 | 11.94 | 2.0 | Standard | 1079.73 | 24.978573 | No | 95.521629 | 761.045529 | Low_spent_Medium_value_payments | 251.370342 | Good | 384 |
30 | Mechanic | 23679.610 | 8 | 5 | 15 | 0 | 29 | 18 | 4.74 | 4.0 | Standard | 622.58 | 38.874305 | No | 0.000000 | 122.390964 | Low_spent_Small_value_payments | 394.239120 | Standard | 233 |
26 | Teacher | 34668.590 | 6 | 3 | 10 | 3 | 11 | 15 | 8.13 | 7.0 | Standard | 291.46 | 36.805942 | No | 72.266137 | 56.307266 | High_spent_Large_value_payments | 425.731513 | Good | 256 |
41 | Journalist | 97059.000 | 3 | 2 | 9 | 0 | 9 | 10 | 9.94 | 5.0 | Good | 192.99 | 39.939969 | No | 0.000000 | 210.619393 | High_spent_Large_value_payments | 858.905607 | Good | 401 |
37 | Manager | 34739.350 | 8 | 3 | 10 | 3 | 25 | 0 | 26.70 | 8.0 | Standard | 1408.63 | 23.395534 | Yes | 65.139247 | 271.305103 | Low_spent_Small_value_payments | 244.550234 | Standard | 260 |
33 | Mechanic | 162550.040 | 5 | 5 | 1 | 0 | 11 | 6 | 3.90 | 6.0 | Good | 571.39 | 35.951492 | NM | 0.000000 | 406.651647 | High_spent_Medium_value_payments | 1176.532020 | Good | 345 |
18 | Accountant | 53251.360 | 5 | 3 | 20 | 3 | 30 | 11 | 19.82 | 9.0 | Standard | 861.67 | 30.911512 | Yes | 128.209844 | 53.868335 | High_spent_Medium_value_payments | 531.583154 | Good | 326 |
21 | Media_Manager | 108680.190 | 8 | 7 | 5 | 1 | 9 | 6 | 12.26 | 4.0 | Standard | 1439.29 | 29.654782 | Yes | 60.640898 | 354.285839 | Low_spent_Medium_value_payments | 793.341513 | Standard | 202 |
44 | Architect | 70350.060 | 5 | 3 | 12 | 2 | 27 | 13 | 8.23 | 8.0 | Standard | 148.52 | 39.815914 | Yes | 78.484551 | 137.919280 | High_spent_Medium_value_payments | 638.046670 | Standard | 109 |
32 | Architect | 105080.760 | 5 | 5 | 7 | 1 | 18 | 8 | 12.62 | 2.0 | Standard | 361.25 | 27.381080 | Yes | 62.082698 | 405.917125 | High_spent_Small_value_payments | 640.873177 | Standard | 345 |
45 | Engineer | 28497.430 | 0 | 6 | 1 | 3 | 12 | 4 | 8.51 | 0.0 | Good | 1261.74 | 39.813625 | No | 46.096193 | 70.155590 | High_spent_Medium_value_payments | 342.426800 | Good | 394 |
18 | Musician | 33687.460 | 4 | 3 | 20 | 5 | 13 | 15 | 9.24 | 7.0 | Standard | 702.57 | 27.197488 | Yes | 106.924606 | 186.746435 | High_spent_Small_value_payments | 235.757792 | Standard | 233 |
43 | Journalist | 132986.730 | 4 | 6 | 9 | 0 | 7 | 2 | 3.52 | 0.0 | Good | 309.07 | 33.207836 | No | 0.000000 | 117.467453 | High_spent_Large_value_payments | 1224.455297 | Standard | 241 |
51 | Doctor | 30924.040 | 4 | 1 | 12 | 2 | 7 | 7 | 6.20 | 3.0 | Good | 1.30 | 31.910079 | No | 38.001489 | 66.820892 | High_spent_Large_value_payments | 399.877953 | Standard | 339 |
44 | Journalist | 34980.940 | 1 | 5 | 7 | 3 | 8 | 11 | 7.66 | 3.0 | Good | 715.01 | 29.440116 | No | 52.923807 | 44.925100 | High_spent_Medium_value_payments | 417.458927 | Good | 206 |
53 | Mechanic | 74366.940 | 0 | 7 | 2 | 3 | 9 | 10 | 9.61 | 3.0 | Good | 265.44 | 36.208825 | No | 126.642235 | 389.603846 | Low_spent_Small_value_payments | 411.778419 | Good | 373 |
35 | Entrepreneur | 12679.725 | 7 | 3 | 6 | 4 | 16 | 0 | 9.84 | 1.0 | Good | 1226.77 | 31.674593 | No | 33.353511 | 34.061574 | High_spent_Small_value_payments | 315.449290 | Standard | 338 |
22 | Engineer | 46841.920 | 3 | 4 | 13 | 4 | 21 | 20 | 15.32 | 5.0 | Standard | 1483.22 | 35.402018 | Yes | 149.390359 | 179.542074 | High_spent_Small_value_payments | 304.516900 | Good | 65 |
32 | Manager | 51660.420 | 6 | 6 | 10 | 4 | 7 | 20 | 13.45 | 4.0 | Standard | 358.90 | 33.405822 | NM | 94.536450 | 381.554246 | Low_spent_Large_value_payments | 225.012805 | Standard | 271 |
44 | Doctor | 58918.470 | 3 | 3 | 17 | 3 | 27 | 17 | 13.42 | 7.0 | Standard | 473.14 | 28.049763 | Yes | 123.434939 | 71.226168 | High_spent_Medium_value_payments | 576.226143 | Standard | 185 |
20 | Accountant | 38047.790 | 0 | 4 | 12 | 2 | 14 | 4 | 11.17 | 0.0 | Good | 186.72 | 28.050829 | No | 61.700274 | 103.195972 | High_spent_Medium_value_payments | 419.568671 | Standard | 357 |
26 | Engineer | 23987.590 | 6 | 5 | 10 | 1 | 29 | 9 | 18.36 | 5.0 | Standard | 1332.44 | 28.251804 | Yes | 19.300701 | 104.432183 | Low_spent_Small_value_payments | 375.063700 | Standard | 283 |
30 | Mechanic | 35613.250 | 8 | 5 | 11 | 1 | 16 | 10 | 7.35 | 3.0 | Standard | 1076.77 | 38.159014 | No | 22.056453 | 343.949110 | Low_spent_Small_value_payments | 225.671521 | Poor | 343 |
44 | Musician | 44749.970 | 1 | 7 | 1 | 0 | 13 | 6 | 6.72 | 0.0 | Good | 353.85 | 37.204210 | No | 0.000000 | 458.003866 | Low_spent_Small_value_payments | 177.212551 | Standard | 263 |
35 | Entrepreneur | 94739.700 | 3 | 7 | 3 | 1 | 10 | 4 | 6.14 | 1.0 | Good | 1413.38 | 27.802826 | NM | 72.888820 | 0.000000 | High_spent_Small_value_payments | 474.644732 | Standard | 334 |
17 | Doctor | 20864.930 | 5 | 4 | 25 | 7 | 10 | 11 | 16.04 | 10.0 | Standard | 1466.97 | 34.351336 | NM | 66.288738 | 56.645476 | High_spent_Small_value_payments | 285.540203 | Poor | 0 |
20 | Teacher | 16832.680 | 5 | 4 | 11 | 1 | 6 | 5 | 5.21 | 4.0 | Good | 516.43 | 25.239067 | No | 10.592722 | 0.000000 | Low_spent_Medium_value_payments | 267.279512 | Poor | 315 |
22 | Media_Manager | 16603.995 | 2 | 3 | 9 | 1 | 5 | 8 | 0.70 | 0.0 | Good | 1447.52 | 41.006063 | No | 11.010734 | 0.000000 | Low_spent_Small_value_payments | 321.200273 | Standard | 198 |
47 | Architect | 45013.440 | 3 | 4 | 13 | 0 | 27 | 12 | 0.00 | 1.0 | Standard | 1378.25 | 26.978836 | No | 0.000000 | 360.871583 | Low_spent_Large_value_payments | 298.040417 | Standard | 391 |
38 | Engineer | 33683.950 | 3 | 5 | 19 | 4 | 16 | 12 | 11.23 | 1.0 | Standard | 1390.77 | 28.206256 | No | 111.910605 | 51.132387 | High_spent_Medium_value_payments | 394.656592 | Standard | 270 |
19 | Entrepreneur | 16156.815 | 4 | 6 | 8 | 1 | 31 | 11 | 0.52 | 4.0 | Good | 1008.58 | 37.220926 | NM | 11.077602 | 47.199634 | High_spent_Small_value_payments | 321.662889 | Standard | 230 |
43 | Media_Manager | 37516.410 | 0 | 3 | 3 | 1 | 18 | 5 | 6.88 | 3.0 | Good | 645.33 | 24.041877 | No | 18.975575 | 130.570550 | High_spent_Medium_value_payments | 425.690625 | Poor | 383 |
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