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ID | Описание | Дата |
---|---|---|
3e5c7bd3-3034-46a9-830e-76376095622b | enhance web-enabled bandwidth | 1979-10-18 |
7b93933d-a77f-4cb5-aec6-c31711ee82d8 | scale plug-and-play deliverables | 2014-06-24 |
303b05e0-b6ff-4000-83dc-7266653c9b13 | maximize collaborative users | 2019-05-04 |
2fdf4516-c877-4c88-9e1c-c6112ad93a51 | redefine sticky schemas | 2001-02-27 |
4eefa6b0-dea5-4341-b3ba-bf06c322c895 | matrix user-centric convergence | 2006-03-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Mechanic | 34766.060 | 0 | 1 | 11 | 3 | 4 | 6 | 5.71 | 0.0 | Good | 1374.23 | 35.561421 | No | 78.093107 | 182.615552 | Low_spent_Small_value_payments | 342.608508 | Good | 192 |
43 | Architect | 9197.370 | 8 | 6 | 15 | 2 | 7 | 8 | 13.31 | 10.0 | Standard | 1306.09 | 27.825412 | Yes | 14.150125 | 71.022191 | Low_spent_Medium_value_payments | 273.972434 | Poor | 227 |
33 | Accountant | 177887.800 | 4 | 3 | 3 | 0 | 2 | 6 | 11.32 | 7.0 | Good | 925.47 | 34.933080 | No | 0.000000 | 925.035796 | High_spent_Small_value_payments | 817.862538 | Good | 322 |
39 | Developer | 26282.470 | 7 | 5 | 17 | 2 | 17 | 18 | 6.68 | 4.0 | Standard | 1007.91 | 35.262803 | No | 23.409291 | 123.148631 | Low_spent_Medium_value_payments | 345.962662 | Good | 205 |
34 | Manager | 22438.270 | 7 | 7 | 9 | 4 | 14 | 13 | 8.24 | 3.0 | Standard | 167.57 | 29.712694 | No | 58.436308 | 145.711492 | Low_spent_Large_value_payments | 251.537783 | Standard | 346 |
31 | Manager | 109122.210 | 3 | 6 | 3 | 3 | 12 | 12 | 7.32 | 3.0 | Good | 1189.51 | 27.090451 | No | 199.721610 | 428.270460 | Low_spent_Small_value_payments | 551.559681 | Good | 335 |
36 | Accountant | 31892.180 | 5 | 3 | 20 | 2 | 21 | 21 | 4.14 | 5.0 | Standard | 507.01 | 24.800601 | No | 38.144027 | 0.000000 | High_spent_Medium_value_payments | 432.902281 | Standard | 0 |
26 | Teacher | 34902.430 | 7 | 3 | 6 | 3 | 28 | 11 | 14.74 | 2.0 | Standard | 241.38 | 37.456636 | Yes | 44.143644 | 0.000000 | High_spent_Large_value_payments | 455.465153 | Standard | 255 |
17 | Manager | 41417.040 | 7 | 5 | 18 | 4 | 18 | 16 | 7.13 | 6.0 | Standard | 1486.49 | 30.034577 | Yes | 122.503884 | 107.233316 | High_spent_Medium_value_payments | 364.204800 | Poor | 0 |
49 | Journalist | 28891.260 | 5 | 7 | 11 | 0 | 13 | 10 | 3.17 | 4.0 | Good | 499.10 | 24.926078 | No | 0.000000 | 39.545262 | High_spent_Medium_value_payments | 441.415238 | Standard | 264 |
38 | Lawyer | 82583.610 | 6 | 4 | 10 | 3 | 10 | 16 | 18.51 | 5.0 | Standard | 1072.11 | 33.182446 | Yes | 172.813771 | 0.000000 | Low_spent_Large_value_payments | 379.665020 | Standard | 310 |
23 | Journalist | 8983.565 | 6 | 4 | 6 | 2 | 8 | 16 | 11.25 | 7.0 | Standard | 1270.65 | 29.012869 | Yes | 9.885125 | 16.174514 | High_spent_Small_value_payments | 298.503403 | Standard | 176 |
44 | Doctor | 33030.030 | 3 | 5 | 4 | 1 | 4 | 10 | 10.59 | 1.0 | Good | 1289.96 | 27.801335 | No | 22.901579 | 222.053407 | Low_spent_Small_value_payments | 305.495264 | Good | 194 |
39 | Developer | 112985.560 | 4 | 4 | 15 | 2 | 16 | 15 | 18.56 | 7.0 | Standard | 1050.97 | 23.191757 | Yes | 98.832611 | 650.947728 | Low_spent_Medium_value_payments | 447.865994 | Standard | 104 |
16 | Journalist | 31136.800 | 4 | 7 | 18 | 4 | 7 | 17 | 13.73 | 10.0 | Standard | 930.08 | 32.587600 | NM | 88.999866 | 103.841195 | Low_spent_Small_value_payments | 358.432272 | Standard | 0 |
36 | Engineer | 19773.560 | 4 | 3 | 19 | 1 | 14 | 19 | 7.31 | 4.0 | Standard | 1019.48 | 39.629752 | Yes | 10.358307 | 102.773539 | Low_spent_Small_value_payments | 370.847821 | Standard | 274 |
38 | Manager | 27964.680 | 8 | 3 | 6 | 4 | 18 | 14 | 2.84 | 1.0 | Standard | 1213.10 | 23.272466 | No | 52.449531 | 297.742546 | Low_spent_Small_value_payments | 162.246924 | Standard | 244 |
19 | Writer | 50814.280 | 3 | 7 | 2 | 0 | 13 | 10 | 4.06 | 3.0 | Good | 612.46 | 34.126623 | No | 0.000000 | 55.443108 | High_spent_Large_value_payments | 636.309226 | Good | 260 |
31 | Musician | 48706.100 | 5 | 3 | 7 | 3 | 18 | 10 | 13.02 | 7.0 | Standard | 1083.76 | 29.566754 | Yes | 107.152558 | 156.673136 | High_spent_Medium_value_payments | 391.458473 | Standard | 208 |
24 | Journalist | 17692.260 | 6 | 7 | 21 | 6 | 16 | 19 | 19.29 | 10.0 | Standard | 1467.79 | 25.113405 | Yes | 73.938178 | 47.166552 | High_spent_Medium_value_payments | 266.930770 | Standard | 179 |
38 | Mechanic | 60530.700 | 3 | 6 | 9 | 1 | 24 | 19 | 8.35 | 7.0 | Standard | 361.83 | 28.985767 | No | 40.763173 | 225.382766 | Low_spent_Medium_value_payments | 510.076561 | Standard | 348 |
26 | Writer | 45472.200 | 6 | 10 | 23 | 4 | 42 | 16 | 4.44 | 11.0 | Bad | 1322.15 | 39.080953 | Yes | 111.746347 | 163.645290 | High_spent_Small_value_payments | 353.943363 | Poor | 122 |
45 | Writer | 36080.590 | 5 | 3 | 20 | 4 | 5 | 18 | 8.95 | 4.0 | Standard | 1445.97 | 38.343216 | Yes | 103.040109 | 0.000000 | Low_spent_Small_value_payments | 312.340904 | Standard | 252 |
52 | Doctor | 107438.880 | 6 | 4 | 6 | 2 | 23 | 13 | 7.01 | 4.0 | Standard | 1342.37 | 29.995966 | No | 169.864122 | 632.267399 | High_spent_Small_value_payments | 381.192478 | Standard | 395 |
30 | Manager | 24424.700 | 8 | 5 | 7 | 0 | 24 | 11 | 6.01 | 3.0 | Standard | 626.57 | 29.053649 | Yes | 0.000000 | 198.737512 | Low_spent_Small_value_payments | 296.401654 | Standard | 272 |
43 | Journalist | 92807.490 | 1 | 6 | 9 | 2 | 15 | 8 | 9.78 | 0.0 | Good | 1393.25 | 38.163618 | No | 141.366606 | 252.553563 | High_spent_Medium_value_payments | 642.375581 | Standard | 207 |
25 | Entrepreneur | 24995.920 | 5 | 3 | 8 | 3 | 21 | 6 | 8.07 | 3.0 | Standard | 968.32 | 38.528953 | Yes | 45.910624 | 47.652695 | High_spent_Medium_value_payments | 366.436015 | Standard | 0 |
53 | Musician | 63407.820 | 1 | 3 | 4 | 4 | 4 | 4 | 6.32 | 4.0 | Good | 768.25 | 26.775743 | No | 181.639392 | 150.337959 | High_spent_Medium_value_payments | 423.321149 | Good | 234 |
33 | Writer | 35908.740 | 4 | 4 | 10 | 2 | 6 | 17 | 9.08 | 5.0 | Standard | 613.93 | 24.675096 | Yes | 53.982295 | 407.052933 | Low_spent_Small_value_payments | 143.904272 | Poor | 86 |
32 | Entrepreneur | 34709.280 | 4 | 2 | 5 | 2 | 4 | 1 | 2.81 | 3.0 | Good | 104.98 | 36.937097 | No | 51.396294 | 189.164466 | Low_spent_Large_value_payments | 329.183239 | Good | 330 |
49 | Doctor | 34239.070 | 3 | 4 | 10 | 0 | 14 | 11 | 7.83 | 1.0 | Good | 504.44 | 33.658130 | No | 0.000000 | 72.748363 | High_spent_Small_value_payments | 478.877220 | Standard | 250 |
25 | Journalist | 57700.060 | 5 | 6 | 13 | 0 | 27 | 18 | 11.63 | 5.0 | Standard | 792.37 | 35.931701 | Yes | 0.000000 | 108.285238 | High_spent_Medium_value_payments | 598.448595 | Standard | 297 |
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