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ID | Описание | Дата |
---|---|---|
1c74983e-e720-46a8-b8a0-93d7ffaf88d2 | whiteboard e-business convergence | 1978-10-30 |
7c41a1a3-dc42-4f88-8835-e247c5f0e95a | enhance rich e-commerce | 1977-12-17 |
35495be6-eb7f-4e46-91cc-da9559c0d6a9 | extend enterprise partnerships | 2005-10-21 |
10db5eb3-2d3c-4ae4-86f9-3ce8335c2f4c | morph sticky networks | 1981-11-09 |
88d339ec-2a4f-431d-8adc-75c7ff857988 | deploy customized action-items | 2004-02-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Journalist | 34547.540 | 6 | 6 | 5 | 1 | 19 | 13 | 3.59 | 1.0 | Good | 939.31 | 29.299753 | No | 27.764711 | 99.154607 | High_spent_Medium_value_payments | 422.576849 | Good | 0 |
23 | Writer | 101912.130 | 5 | 1 | 4 | 0 | 5 | 0 | 0.00 | 2.0 | Good | 152.60 | 42.143932 | No | 0.000000 | 349.341571 | Low_spent_Medium_value_payments | 781.026179 | Good | 240 |
35 | Writer | 56643.040 | 6 | 5 | 8 | 2 | 6 | 12 | 11.27 | 8.0 | Standard | 1254.91 | 37.208180 | No | 76.551153 | 167.548444 | High_spent_Medium_value_payments | 453.825736 | Good | 299 |
39 | Journalist | 35417.250 | 3 | 5 | 7 | 0 | 9 | 0 | 13.96 | 5.0 | Standard | 701.43 | 23.321756 | Yes | 0.000000 | 330.253836 | Low_spent_Small_value_payments | 261.089914 | Standard | 221 |
45 | Media_Manager | 20645.480 | 8 | 7 | 2 | 0 | 15 | 0 | 4.67 | 1.0 | Good | 251.95 | 36.079422 | No | 0.000000 | 44.274763 | High_spent_Small_value_payments | 378.870903 | Good | 227 |
22 | Doctor | 19632.010 | 7 | 5 | 3 | 4 | 14 | 8 | 0.00 | 3.0 | Good | 904.86 | 29.664014 | NM | 49.469287 | 178.448976 | Low_spent_Small_value_payments | 247.381820 | Good | 347 |
24 | Mechanic | 30466.740 | 7 | 5 | 15 | 7 | 11 | 18 | 10.53 | 4.0 | Standard | 670.48 | 26.037929 | NM | 114.597554 | 0.000000 | Low_spent_Large_value_payments | 263.313467 | Standard | 151 |
48 | Musician | 33388.100 | 6 | 4 | 8 | 0 | 24 | 13 | 9.51 | 2.0 | Standard | 589.89 | 25.578822 | Yes | 0.000000 | 60.187435 | High_spent_Large_value_payments | 439.746732 | Standard | 0 |
39 | Scientist | 14085.150 | 3 | 3 | 8 | 3 | 18 | 10 | 7.66 | 2.0 | Standard | 298.50 | 29.024750 | NM | 31.309071 | 87.038951 | Low_spent_Medium_value_payments | 294.728228 | Standard | 196 |
44 | Media_Manager | 43360.740 | 2 | 6 | 12 | 2 | 4 | 8 | 1.56 | 6.0 | Good | 287.65 | 36.542226 | No | 57.658951 | 163.626206 | Low_spent_Large_value_payments | 413.454343 | Good | 368 |
21 | Musician | 163851.120 | 5 | 5 | 8 | 2 | 6 | 1 | 11.39 | 6.0 | Good | 533.48 | 40.624915 | No | 139.122937 | 93.728380 | High_spent_Large_value_payments | 1388.674683 | Good | 397 |
22 | Writer | 20628.550 | 4 | 4 | 9 | 4 | 10 | 11 | 10.69 | 5.0 | Standard | 1276.97 | 28.068718 | Yes | 52.375944 | 0.000000 | Low_spent_Small_value_payments | 259.957182 | Standard | 393 |
31 | Entrepreneur | 33669.700 | 5 | 7 | 14 | 6 | 7 | 19 | 19.59 | 7.0 | Standard | 795.19 | 27.348837 | Yes | 159.990097 | 139.119682 | Low_spent_Large_value_payments | 278.671054 | Standard | 174 |
34 | Scientist | 15375.980 | 2 | 5 | 3 | 0 | 10 | 12 | 10.93 | 5.0 | Good | 769.87 | 32.671199 | No | 0.000000 | 48.390122 | Low_spent_Medium_value_payments | 366.443045 | Good | 382 |
15 | Teacher | 98534.220 | 6 | 6 | 8 | 0 | 9 | 16 | 7.10 | 5.0 | Standard | 1110.26 | 32.692236 | Yes | 0.000000 | 757.164771 | Low_spent_Medium_value_payments | 327.853729 | Standard | 323 |
49 | Lawyer | 31638.500 | 7 | 3 | 14 | 3 | 24 | 11 | 14.13 | 0.0 | Standard | 607.90 | 30.575094 | Yes | 58.185025 | 72.264158 | Low_spent_Medium_value_payments | 391.404984 | Standard | 298 |
37 | Accountant | 60340.080 | 2 | 5 | 3 | 3 | 14 | 8 | 11.00 | 1.0 | Good | 638.70 | 27.477679 | No | 126.423188 | 458.656410 | Low_spent_Medium_value_payments | 172.754403 | Good | 218 |
43 | Writer | 68611.440 | 3 | 3 | 5 | 2 | 18 | 2 | 6.87 | 2.0 | Good | 1116.18 | 29.089581 | No | 89.440559 | 390.040182 | High_spent_Small_value_payments | 359.581259 | Poor | 228 |
48 | Media_Manager | 60595.110 | 8 | 4 | 5 | 2 | 21 | 16 | 0.00 | 7.0 | Standard | 412.10 | 34.454116 | No | 79.493631 | 104.662540 | High_spent_Medium_value_payments | 576.503079 | Standard | 0 |
32 | Lawyer | 41757.440 | 6 | 8 | 27 | 3 | 59 | 15 | 8.76 | 9.0 | Bad | 1360.45 | 28.265031 | Yes | 100.069628 | 248.389449 | Low_spent_Small_value_payments | 273.319589 | Poor | 214 |
28 | Journalist | 64416.460 | 5 | 3 | 14 | 4 | 2 | 11 | 9.03 | 1.0 | Standard | 758.45 | 34.087825 | Yes | 130.382136 | 533.967048 | Low_spent_Medium_value_payments | 165.054650 | Standard | 346 |
37 | Doctor | 34733.440 | 3 | 7 | 13 | 1 | 20 | 13 | 5.27 | 3.0 | Standard | 1497.20 | 30.273563 | No | 16.226200 | 68.058528 | High_spent_Large_value_payments | 472.060605 | Standard | 0 |
25 | Writer | 14388.790 | 6 | 4 | 9 | 1 | 10 | 12 | 4.60 | 3.0 | Good | 632.09 | 36.956604 | No | 8.862377 | 0.000000 | Low_spent_Medium_value_payments | 292.044434 | Standard | 189 |
20 | Engineer | 44872.300 | 1 | 2 | 3 | 0 | 4 | 14 | 1.35 | 4.0 | Good | 331.25 | 37.085224 | NM | 0.000000 | 381.104166 | Low_spent_Medium_value_payments | 291.631667 | Good | 356 |
28 | Media_Manager | 22418.630 | 5 | 4 | 6 | 2 | 7 | 12 | 1.65 | 3.0 | Good | 452.91 | 27.562587 | NM | 25.053047 | 279.051116 | Low_spent_Small_value_payments | 199.517753 | Good | 267 |
36 | Musician | 16645.160 | 8 | 5 | 9 | 1 | 23 | 20 | 5.83 | 6.0 | Standard | 896.57 | 35.954278 | Yes | 134.058860 | 150.648396 | Low_spent_Medium_value_payments | 280.659078 | Standard | 327 |
45 | Teacher | 93305.760 | 3 | 6 | 15 | 1 | 14 | 19 | 4.55 | 3.0 | Standard | 1275.86 | 29.595551 | Yes | 39.385644 | 662.913793 | Low_spent_Medium_value_payments | 361.448564 | Standard | 357 |
20 | Engineer | 37045.600 | 5 | 7 | 9 | 1 | 11 | 1 | 1.18 | 8.0 | Good | 1411.95 | 31.070558 | No | 23.989575 | 126.199306 | Low_spent_Small_value_payments | 421.824453 | Standard | 258 |
40 | Media_Manager | 28649.990 | 7 | 7 | 9 | 3 | 12 | 17 | 19.61 | 8.0 | Standard | 1412.93 | 31.066510 | Yes | 70.065018 | 204.479928 | Low_spent_Small_value_payments | 242.804971 | Standard | 133 |
30 | Entrepreneur | 27697.180 | 4 | 3 | 19 | 3 | 23 | 13 | 15.06 | 8.0 | Standard | 824.16 | 33.526309 | Yes | 45.035362 | 103.414772 | High_spent_Small_value_payments | 339.859700 | Standard | 201 |
37 | Mechanic | 61451.040 | 6 | 5 | 11 | 5 | 20 | 21 | 16.05 | 8.0 | Standard | 84.55 | 24.837851 | Yes | 143.617487 | 124.889817 | High_spent_Large_value_payments | 465.484696 | Standard | 171 |
35 | Doctor | 15666.495 | 4 | 7 | 8 | 7 | 28 | 8 | 13.45 | 4.0 | Standard | 284.89 | 31.135062 | Yes | 75.522639 | 75.059519 | Low_spent_Medium_value_payments | 263.671967 | Standard | 216 |
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