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ID | Описание | Дата |
---|---|---|
4fcb8d32-f8ec-433a-9fa8-e4161aad89df | transform cross-platform bandwidth | 2000-12-10 |
098380a2-9eeb-4eb8-a603-9dd545f1d5c5 | benchmark bricks-and-clicks e-commerce | 1999-03-23 |
bf9d5118-7388-4d36-aa83-6eca0ce2ac2a | engineer 24/365 experiences | 1976-07-04 |
85012a41-1bb4-4584-be2b-53183600a1c2 | embrace frictionless platforms | 2002-05-25 |
78fa7b79-4823-49a1-9cd5-6b1ecacbcb70 | target clicks-and-mortar schemas | 1993-11-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Manager | 15013.730 | 7 | 4 | 14 | 6 | 19 | 9 | 8.22 | 5.0 | Standard | 1403.17 | 31.092716 | Yes | 51.547924 | 39.564975 | Low_spent_Medium_value_payments | 301.601517 | Standard | 0 |
50 | Journalist | 140390.320 | 5 | 2 | 4 | 3 | 3 | 0 | 4.67 | 2.0 | Good | 1423.23 | 36.955252 | No | 182.160424 | 133.213034 | High_spent_Medium_value_payments | 1123.445875 | Good | 369 |
50 | Mechanic | 29097.820 | 6 | 6 | 11 | 4 | 13 | 0 | 7.79 | 1.0 | Standard | 1079.72 | 27.379996 | Yes | 82.278110 | 235.413443 | Low_spent_Small_value_payments | 212.190281 | Standard | 206 |
36 | Entrepreneur | 16474.845 | 0 | 5 | 2 | 2 | 13 | 0 | 4.17 | 4.0 | Good | 340.96 | 33.987060 | No | 19.660740 | 22.631702 | High_spent_Medium_value_payments | 332.497933 | Poor | 287 |
46 | Mechanic | 35263.440 | 6 | 5 | 5 | 0 | 9 | 14 | 9.21 | 3.0 | Standard | 410.00 | 35.657475 | No | 0.000000 | 87.391146 | Low_spent_Large_value_payments | 456.570854 | Standard | 328 |
54 | Mechanic | 16168.520 | 5 | 7 | 17 | 1 | 8 | 13 | 8.65 | 3.0 | Standard | 92.04 | 28.907130 | No | 7.188037 | 164.395191 | Low_spent_Small_value_payments | 269.754438 | Standard | 222 |
45 | Manager | 23973.160 | 7 | 7 | 10 | 2 | 18 | 14 | 13.07 | 11.0 | Standard | 874.39 | 28.852590 | Yes | 30.138053 | 121.294575 | Low_spent_Large_value_payments | 322.243704 | Standard | 392 |
28 | Scientist | 44152.160 | 3 | 7 | 18 | 3 | 19 | 16 | 2.35 | 1.0 | Standard | 634.52 | 35.149766 | No | 107.990233 | 93.702825 | High_spent_Medium_value_payments | 431.441609 | Standard | 240 |
38 | Accountant | 11562.215 | 4 | 3 | 5 | 1 | 23 | 20 | 8.52 | 2.0 | Standard | 537.45 | 35.727597 | Yes | 4.916139 | 38.562608 | Low_spent_Small_value_payments | 344.473045 | Standard | 254 |
47 | Architect | 38690.040 | 5 | 3 | 16 | 2 | 11 | 11 | 10.39 | 3.0 | Standard | 590.94 | 26.377852 | NM | 40.095337 | 188.265465 | High_spent_Small_value_payments | 339.056198 | Standard | 366 |
52 | Manager | 121966.280 | 2 | 4 | 9 | 0 | 6 | 8 | 7.51 | 1.0 | Good | 1467.60 | 36.698551 | No | 0.000000 | 117.132227 | High_spent_Large_value_payments | 1139.053440 | Good | 332 |
44 | Journalist | 7885.605 | 8 | 7 | 23 | 5 | 46 | 22 | 1.64 | 12.0 | Bad | 1334.09 | 27.485790 | Yes | 30.600628 | 59.778918 | Low_spent_Small_value_payments | 255.033828 | Poor | 117 |
23 | Lawyer | 28769.520 | 4 | 7 | 2 | 0 | 20 | 15 | 9.39 | 4.0 | Good | 413.08 | 25.012095 | No | 0.000000 | 96.407786 | High_spent_Medium_value_payments | 411.138214 | Good | 288 |
48 | Developer | 57080.220 | 6 | 4 | 3 | 3 | 6 | 0 | 4.75 | 0.0 | Good | 553.43 | 34.462484 | NM | 116.530747 | 564.437932 | Low_spent_Small_value_payments | 68.899822 | Good | 275 |
39 | Teacher | 83418.180 | 0 | 4 | 6 | 1 | 22 | 3 | 11.90 | 2.0 | Good | 972.51 | 35.650885 | No | 59.583881 | 429.425951 | Low_spent_Medium_value_payments | 502.341668 | Poor | 360 |
19 | Architect | 41188.920 | 2 | 6 | 3 | 4 | 8 | 3 | 3.33 | 3.0 | Good | 521.11 | 24.504967 | No | 133.147574 | 87.223441 | High_spent_Medium_value_payments | 381.169985 | Good | 244 |
18 | Engineer | 40000.960 | 3 | 3 | 5 | 1 | 35 | 13 | 7.58 | 2.0 | Standard | 1326.39 | 41.248785 | Yes | 17.288160 | 99.360713 | High_spent_Medium_value_payments | 452.092460 | Standard | 252 |
54 | Architect | 20875.670 | 5 | 3 | 10 | 4 | 7 | 16 | 1.49 | 1.0 | Good | 1363.29 | 32.472039 | No | 38.072525 | 52.815820 | High_spent_Small_value_payments | 322.775571 | Standard | 268 |
27 | Entrepreneur | 73420.920 | 4 | 5 | 8 | 2 | 4 | 1 | 10.35 | 2.0 | Good | 278.08 | 35.973088 | No | 67.044384 | 74.805371 | High_spent_Medium_value_payments | 741.491245 | Standard | 370 |
25 | Accountant | 98544.990 | 5 | 3 | 2 | 3 | 12 | 6 | 9.63 | 1.0 | Good | 198.46 | 33.321659 | No | 197.800573 | 851.799151 | Low_spent_Medium_value_payments | 68.308526 | Good | 392 |
38 | Writer | 17971.000 | 7 | 3 | 7 | 3 | 29 | 14 | 11.09 | 1.0 | Good | 1282.79 | 29.399538 | No | 41.391583 | 0.000000 | High_spent_Small_value_payments | 298.092168 | Good | 268 |
39 | Doctor | 19200.080 | 3 | 3 | 15 | 4 | 8 | 19 | 19.49 | 8.0 | Standard | 1466.57 | 24.379950 | Yes | 54.417311 | 64.466107 | Low_spent_Small_value_payments | 338.917249 | Standard | 66 |
35 | Accountant | 22192410.000 | 4 | 4 | 10 | 4 | 5 | 11 | 1.23 | 2.0 | Standard | 1081.20 | 28.736134 | Yes | 60.846216 | 53.554107 | High_spent_Large_value_payments | 428.092011 | Standard | 345 |
34 | Developer | 22311.990 | 4 | 5 | 4 | 3 | 14 | 2 | 8.27 | 6.0 | Good | 104.09 | 29.302863 | No | 38.235270 | 151.536193 | Low_spent_Small_value_payments | 257.961787 | Standard | 353 |
22 | Developer | 34113.610 | 0 | 6 | 5 | 0 | 1 | 0 | 3.44 | 6.0 | Good | 634.84 | 36.771817 | No | 0.000000 | 233.414352 | Low_spent_Small_value_payments | 311.865731 | Standard | 224 |
24 | Musician | 73446.680 | 3 | 7 | 10 | 1 | 9 | 3 | 10.01 | 3.0 | Good | 685.36 | 36.411529 | No | 32.023590 | 307.611672 | High_spent_Small_value_payments | 530.520405 | Standard | 359 |
39 | Accountant | 33049.870 | 5 | 5 | 11 | 0 | 1 | 8 | 3.30 | 5.0 | Good | 692.75 | 37.028583 | No | 0.000000 | 75.111653 | High_spent_Medium_value_payments | 470.403931 | Standard | 250 |
34 | Teacher | 31253.180 | 1 | 3 | 5 | 3 | 8 | 10 | 5.83 | 1.0 | Good | 342.30 | 33.469203 | No | 64.545329 | 64.161669 | High_spent_Medium_value_payments | 411.536169 | Good | 0 |
20 | Developer | 31819.530 | 3 | 3 | 6 | 0 | 10 | 12 | 2.67 | 4.0 | Good | 529.01 | 36.291773 | No | 0.000000 | 46.493715 | High_spent_Large_value_payments | 434.969035 | Good | 380 |
41 | Manager | 20320.175 | 4 | 4 | 11 | 0 | 1 | 5 | 2.77 | 3.0 | Good | 270.26 | 32.303938 | No | 0.000000 | 88.849781 | Low_spent_Small_value_payments | 367.585011 | Good | 269 |
25 | Architect | 32090.480 | 7 | 5 | 25 | 7 | 29 | 0 | 14.39 | 6.0 | Standard | 1266.79 | 39.299392 | Yes | 169.327870 | 164.689285 | Low_spent_Large_value_payments | 207.203511 | Poor | 106 |
19 | Musician | 34860.360 | 8 | 3 | 14 | 2 | 7 | 15 | 11.53 | 2.0 | Standard | 1301.87 | 29.679986 | Yes | 34.611585 | 98.279855 | Low_spent_Small_value_payments | 431.011560 | Poor | 396 |
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