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ID | Описание | Дата |
---|---|---|
9bb417bc-2978-4168-864a-7309084ab7ea | matrix out-of-the-box e-business | 1990-07-20 |
11766ef8-7fde-42fb-9cc4-8f4ae43a2cc1 | drive vertical methodologies | 2019-02-27 |
4bd7b5c2-e2e2-4400-8a18-ff2e5053e75a | disintermediate seamless niches | 1998-11-20 |
c4db2837-2047-48e5-988a-a1cdcb9f53f2 | whiteboard visionary models | 2021-07-12 |
dbb9b3f3-e261-46e3-9cb1-d7d24159a13b | syndicate mission-critical supply-chains | 2011-03-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Doctor | 29608.460 | 7 | 8 | 31 | 7 | 41 | 16 | 8.06 | 10.0 | Bad | 1286.07 | 30.222080 | Yes | 141.764282 | 170.020794 | High_spent_Small_value_payments | 210.752091 | Poor | 182 |
34 | Media_Manager | 26150.380 | 5 | 7 | 10 | 4 | 14 | 18 | 3.08 | 2.0 | Good | 316.19 | 25.170873 | No | 84.848663 | 0.000000 | High_spent_Medium_value_payments | 313.279585 | Standard | 369 |
22 | Doctor | 23195.180 | 8 | 6 | 14 | 5 | 6 | 8 | 14.52 | 8.0 | Standard | 458.80 | 33.450459 | Yes | 53.429503 | 40.049947 | High_spent_Large_value_payments | 323.413716 | Standard | 201 |
27 | Architect | 32729.970 | 6 | 3 | 14 | 4 | 7 | 15 | 9.71 | 9.0 | Standard | 325.68 | 35.489754 | Yes | 108.810333 | 385.893184 | Low_spent_Small_value_payments | 86.146233 | Standard | 372 |
36 | Writer | 67412.200 | 6 | 5 | 7 | 2 | 23 | 0 | 23.70 | 6.0 | Standard | 858.85 | 23.401395 | Yes | 106.592934 | 233.844938 | Low_spent_Medium_value_payments | 530.730461 | Standard | 342 |
55 | Journalist | 95774.360 | 6 | 3 | 5 | 3 | 14 | 14 | 10.30 | 3.0 | Standard | 704.92 | 31.040864 | Yes | 173.323208 | 120.060315 | High_spent_Large_value_payments | 772.936144 | Standard | 365 |
38 | Writer | 14688.400 | 7 | 6 | 8 | 3 | 27 | 12 | 16.68 | 4.0 | Standard | 936.02 | 36.991913 | Yes | 24.354198 | 39.200596 | High_spent_Medium_value_payments | 292.048540 | Good | 134 |
33 | Musician | 21202.090 | 7 | 6 | 8 | 1 | 17 | 12 | 9.29 | 4.0 | Standard | 192.21 | 31.145524 | Yes | 15.323203 | 116.035648 | Low_spent_Medium_value_payments | 343.025232 | Standard | 343 |
39 | Developer | 64427.300 | 3 | 4 | 5 | 2 | 10 | 5 | 7.21 | 6.0 | Good | 1265.70 | 26.907948 | No | 104.460342 | 271.107358 | High_spent_Small_value_payments | 392.026467 | Good | 0 |
28 | Accountant | 91018.760 | 4 | 7 | 11 | 2 | 16 | 15 | 0.00 | 4.0 | Good | 666.90 | 39.277504 | No | 118.694157 | 228.082649 | High_spent_Medium_value_payments | 677.912861 | Poor | 286 |
15 | Architect | 46152.920 | 3 | 3 | 7 | 4 | 8 | 8 | 10.99 | 12.0 | Standard | 1294.20 | 36.623589 | Yes | 147.963783 | 55.204297 | High_spent_Medium_value_payments | 452.639587 | Standard | 0 |
50 | Entrepreneur | 87853.560 | 4 | 1 | 4 | 2 | 7 | 2 | 9.99 | 4.0 | Good | 498.81 | 33.480920 | No | 142.390919 | 137.748091 | High_spent_Large_value_payments | 712.573990 | Standard | 205 |
45 | Architect | 32570.850 | 6 | 7 | 16 | 2 | 17 | 0 | 16.32 | 5.0 | Standard | 630.27 | 22.771855 | NM | 50.166015 | 346.456502 | Low_spent_Small_value_payments | 187.001233 | Standard | 191 |
29 | Developer | 34378.870 | 6 | 5 | 6 | 0 | 5 | 19 | 5.70 | 6.0 | Standard | 1020.66 | 35.411788 | NM | 0.000000 | 50.367506 | High_spent_Large_value_payments | 491.123078 | Standard | 196 |
21 | Musician | 88434.960 | 7 | 4 | 9 | 2 | 19 | 12 | 7.64 | 5.0 | Standard | 189.10 | 34.391720 | NM | 143.636394 | 101.128652 | High_spent_Large_value_payments | 743.092954 | Standard | 276 |
38 | Scientist | 32955.920 | 6 | 6 | 8 | 2 | 29 | 9 | 14.35 | 1.0 | Standard | 315.72 | 33.817718 | Yes | 29.865025 | 223.481449 | Low_spent_Large_value_payments | 305.686192 | Standard | 227 |
35 | Architect | 116680.840 | 5 | 5 | 8 | 3 | 10 | 9 | 11.63 | 5.0 | Standard | 341.88 | 27.902115 | Yes | 178.358144 | 934.784255 | Low_spent_Large_value_payments | 158.597934 | Standard | 285 |
23 | Entrepreneur | 15777.945 | 0 | 4 | 12 | 1 | 12 | 12 | 6.89 | 4.0 | Good | 1026.46 | 39.760598 | NM | 6.637557 | 43.412186 | High_spent_Small_value_payments | 340.433132 | Good | 384 |
52 | Writer | 143552.000 | 4 | 4 | 8 | 1 | 4 | 3 | 10.38 | 1.0 | Good | 506.05 | 34.216519 | No | 79.661926 | 155.568023 | High_spent_Large_value_payments | 1200.436718 | Good | 398 |
42 | Musician | 41975.000 | 2 | 7 | 5 | 0 | 8 | 1 | 6.74 | 0.0 | Good | 72.24 | 29.946084 | NM | 0.000000 | 108.825903 | High_spent_Medium_value_payments | 517.365764 | Good | 298 |
50 | Developer | 14957.520 | 7 | 6 | 12 | 1 | 23 | 7 | 10.64 | 4.0 | Standard | 1015.61 | 27.120756 | No | 8.390856 | 67.258233 | Low_spent_Large_value_payments | 333.096911 | Standard | 357 |
27 | Accountant | 29416.810 | 8 | 4 | 14 | 3 | 16 | 14 | 0.00 | 3.0 | Standard | 133.18 | 25.786420 | NM | 37.723926 | 0.000000 | High_spent_Large_value_payments | 413.262679 | Standard | 0 |
43 | Doctor | 78769.320 | 8 | 5 | 20 | 0 | 10 | 15 | 11.66 | 3.0 | Standard | 45.87 | 29.667605 | No | 0.000000 | 43.913491 | High_spent_Large_value_payments | 823.797509 | Standard | 297 |
28 | Musician | 11372.900 | 6 | 6 | 6 | 0 | 28 | 9 | 13.91 | 4.0 | Standard | 716.67 | 24.225772 | Yes | 0.000000 | 74.007758 | Low_spent_Small_value_payments | 333.466408 | Standard | 197 |
54 | Developer | 32910.920 | 1 | 4 | 1 | 1 | 9 | 7 | 4.55 | 6.0 | Good | 1028.67 | 30.315928 | NM | 25.590900 | 390.266474 | Low_spent_Small_value_payments | 163.700293 | Good | 303 |
35 | Mechanic | 22539.910 | 3 | 5 | 17 | 1 | 18 | 0 | 1.46 | 1.0 | Standard | 1041.79 | 23.605654 | NM | 17.426350 | 39.031132 | High_spent_Small_value_payments | 413.575101 | Standard | 236 |
28 | Media_Manager | 57654.400 | 4 | 6 | 10 | 2 | 16 | 16 | 5.71 | 9.0 | Standard | 573.53 | 31.181482 | Yes | 53.036046 | 619.322757 | Low_spent_Small_value_payments | 76.694529 | Standard | 125 |
33 | Entrepreneur | 86274.990 | 6 | 7 | 12 | 3 | 10 | 10 | 17.33 | 0.0 | Standard | 138.25 | 24.380425 | Yes | 167.084396 | 131.944465 | High_spent_Large_value_payments | 633.929389 | Standard | 243 |
27 | Writer | 29394.880 | 6 | 3 | 8 | 0 | 30 | 14 | 7.17 | 7.0 | Standard | 519.81 | 27.586858 | No | 0.000000 | 231.773495 | Low_spent_Small_value_payments | 320.883838 | Standard | 233 |
41 | Accountant | 10412.225 | 8 | 7 | 10 | 3 | 19 | 13 | 10.13 | 5.0 | Standard | 4.50 | 25.015605 | Yes | 18.836914 | 24.226729 | High_spent_Small_value_payments | 293.104899 | Standard | 355 |
37 | Teacher | 75982.740 | 8 | 6 | 8 | 2 | 17 | 9 | 8.40 | 1.0 | Standard | 1015.84 | 31.301565 | Yes | 88.684582 | 0.000000 | Low_spent_Large_value_payments | 270.175917 | Standard | 252 |
52 | Entrepreneur | 48115.600 | 8 | 5 | 12 | 2 | 27 | 15 | 4.19 | 5.0 | Good | 454.94 | 36.016720 | No | 45.392163 | 59.338062 | High_spent_Medium_value_payments | 574.033108 | Good | 304 |
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