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ID | Описание | Дата |
---|---|---|
5bfabdbc-2ad6-4ad8-8779-66729c64656e | drive distributed e-business | 2003-10-10 |
1304f1c0-84e9-4c9d-b631-dd873a152117 | embrace enterprise info-mediaries | 1983-06-08 |
d5a26375-02e9-4689-bcc3-ee85e552166c | harness magnetic applications | 1982-11-14 |
4d41f2c0-5234-4b0c-a6cb-b9a678018804 | envisioneer front-end e-tailers | 1992-01-05 |
eec21c7f-ba41-4a60-a490-20b212d9c62d | brand sticky portals | 1979-05-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Writer | 115643.010 | 3 | 7 | 2 | 3 | 18 | 3 | 0.00 | 1.0 | Good | 951.36 | 30.287314 | NM | 195.394009 | 644.472130 | Low_spent_Medium_value_payments | 431.225611 | Poor | 220 |
48 | Engineer | 73031.580 | 7 | 4 | 6 | 2 | 9 | 12 | 3.83 | 2.0 | Standard | 997.98 | 29.052597 | No | 63.304463 | 310.318332 | High_spent_Small_value_payments | 477.673705 | Standard | 266 |
54 | Developer | 25506.530 | 3 | 6 | 10 | 2 | 29 | 13 | 6.54 | 1.0 | Standard | 43.06 | 25.767966 | No | 38.933218 | 47.936074 | High_spent_Medium_value_payments | 394.785125 | Standard | 241 |
30 | Architect | 31936.050 | 3 | 7 | 11 | 4 | 10 | 13 | 14.79 | 1.0 | Standard | 1380.76 | 38.787966 | Yes | 98.147453 | 147.291385 | Low_spent_Small_value_payments | 287.794912 | Standard | 306 |
40 | Media_Manager | 20127.115 | 4 | 4 | 8 | 2 | 9 | 8 | 10.59 | 5.0 | Good | 328.91 | 24.379149 | NM | 29.959540 | 109.701240 | Low_spent_Large_value_payments | 310.365178 | Poor | 219 |
50 | Entrepreneur | 97637.400 | 3 | 6 | 3 | 1 | 18 | 15 | 10.15 | 1.0 | Good | 82.11 | 24.691213 | No | 48.952272 | 0.000000 | Low_spent_Medium_value_payments | 281.004808 | Good | 310 |
20 | Entrepreneur | 52410.920 | 3 | 4 | 6 | 4 | 11 | 16 | 8.63 | 3.0 | Standard | 361.32 | 33.850769 | Yes | 92.601291 | 443.270728 | Low_spent_Small_value_payments | 202.085648 | Standard | 211 |
42 | Engineer | 58966.890 | 5 | 5 | 7 | 0 | 28 | 15 | 11.77 | 8.0 | Standard | 1452.98 | 26.487919 | Yes | 0.000000 | 373.933662 | Low_spent_Small_value_payments | 378.957088 | Poor | 228 |
52 | Musician | 70978.780 | 0 | 3 | 3 | 3 | 9 | 9 | 6.13 | 3.0 | Good | 967.88 | 32.607549 | No | 143.869971 | 333.343202 | Low_spent_Small_value_payments | 392.076661 | Good | 394 |
51 | Musician | 132262.740 | 3 | 5 | 11 | 1 | 15 | 3 | 1.83 | 4.0 | Good | 309.13 | 32.450244 | NM | 77.633868 | 529.009490 | High_spent_Small_value_payments | 776.246142 | Good | 345 |
37 | Entrepreneur | 32470.080 | 6 | 6 | 19 | 2 | 13 | 14 | 17.11 | 11.0 | Standard | 1456.87 | 38.026225 | Yes | 51.987693 | 341.694889 | Low_spent_Small_value_payments | 169.701418 | Poor | 209 |
44 | Journalist | 16943.505 | 4 | 6 | 11 | 1 | 24 | 16 | 8.93 | 5.0 | Good | 961.19 | 24.948417 | NM | 11.203244 | 0.000000 | Low_spent_Small_value_payments | 320.963835 | Good | 308 |
36 | Manager | 127770.520 | 4 | 3 | 1 | 1 | 13 | 10 | 2.68 | 4.0 | Good | 1213.59 | 39.823704 | No | 92.251924 | 626.991819 | High_spent_Small_value_payments | 583.810590 | Good | 343 |
41 | Lawyer | 19543.580 | 7 | 9 | 24 | 6 | 25 | 17 | 9.08 | 6.0 | Bad | 1362.43 | 25.223810 | Yes | 94.227909 | 128.666935 | Low_spent_Small_value_payments | 207.168323 | Poor | 208 |
42 | Musician | 63473.680 | 0 | 4 | 6 | 0 | 6 | 7 | 10.71 | 3.0 | Good | 622.68 | 41.470217 | No | 0.000000 | 192.376714 | High_spent_Medium_value_payments | 581.370619 | Good | 279 |
23 | Musician | 106168.770 | 0 | 4 | 9 | 3 | 2 | 11 | 8.62 | 2.0 | Good | 525.82 | 40.266808 | No | 191.448806 | 127.263727 | High_spent_Medium_value_payments | 801.327217 | Standard | 291 |
36 | Mechanic | 24577.480 | 5 | 5 | 18 | 6 | 24 | 13 | 18.91 | 5.0 | Standard | 844.54 | 34.548086 | Yes | 95.538487 | 252.196484 | Low_spent_Small_value_payments | 147.777362 | Standard | 171 |
27 | Scientist | 18060.640 | 8 | 7 | 23 | 3 | 28 | 25 | 3.13 | 7.0 | Bad | 1384.96 | 27.930257 | Yes | 30.223229 | 68.127080 | Low_spent_Small_value_payments | 319.655024 | Poor | 210 |
22 | Engineer | 26939.950 | 7 | 3 | 10 | 2 | 9 | 16 | 19.65 | 7.0 | Standard | 826.57 | 28.813514 | Yes | 35.482406 | 81.578715 | High_spent_Medium_value_payments | 379.638462 | Good | 236 |
26 | Writer | 50295.360 | 7 | 6 | 20 | 0 | 17 | 11 | 8.12 | 9.0 | Standard | 527.85 | 30.370874 | NM | 0.000000 | 389.071889 | Low_spent_Medium_value_payments | 280.256111 | Standard | 218 |
49 | Entrepreneur | 133628.520 | 3 | 4 | 3 | 0 | 11 | 12 | 3.88 | 3.0 | Good | 135.75 | 25.949900 | No | 0.000000 | 958.474900 | Low_spent_Medium_value_payments | 451.396100 | Good | 219 |
31 | Teacher | 49405.920 | 7 | 6 | 8 | 0 | 26 | 12 | 5.51 | 7.0 | Standard | 1123.87 | 32.904342 | Yes | 0.000000 | 335.638567 | Low_spent_Large_value_payments | 336.277433 | Standard | 304 |
36 | Scientist | 106615.440 | 4 | 4 | 14 | 1 | 14 | 17 | 3.87 | 3.0 | Standard | 516.45 | 36.341926 | No | 56.268535 | 233.409470 | High_spent_Medium_value_payments | 861.983995 | Standard | 235 |
18 | Media_Manager | 40846.360 | 3 | 2 | 7 | 1 | 3 | 7 | 6.53 | 1.0 | Good | 1262.52 | 37.920345 | No | 28.162839 | 0.000000 | High_spent_Small_value_payments | 437.218994 | Good | 0 |
45 | Engineer | 41541.800 | 3 | 4 | 12 | 4 | 13 | 10 | 11.49 | 2.0 | Good | 1052.87 | 33.996960 | NM | 87.351795 | 109.595385 | Low_spent_Medium_value_payments | 403.034487 | Standard | 195 |
33 | Doctor | 15126.800 | 6 | 10 | 20 | 2 | 46 | 26 | 5.43 | 7.0 | Bad | 1424.74 | 39.619759 | Yes | 17.724191 | 87.239032 | Low_spent_Small_value_payments | 286.993444 | Poor | 218 |
19 | Architect | 58832.190 | 8 | 3 | 10 | 3 | 12 | 12 | 8.02 | 0.0 | Standard | 809.32 | 30.446853 | No | 121.418995 | 63.664798 | High_spent_Large_value_payments | 537.684457 | Standard | 273 |
39 | Architect | 35846.520 | 4 | 3 | 19 | 3 | 23 | 19 | 17.92 | 8.0 | Standard | 332.22 | 27.566122 | Yes | 84.346034 | 41.942473 | High_spent_Large_value_payments | 415.132494 | Standard | 240 |
22 | Entrepreneur | 82410.120 | 0 | 3 | 3 | 1 | 0 | 13 | 0.89 | 0.0 | Good | 587.66 | 32.189531 | NM | 56.203542 | 182.549072 | High_spent_Medium_value_payments | 704.598386 | Good | 382 |
23 | Engineer | 7160.835 | 10 | 9 | 16 | 5 | 28 | 18 | 9.51 | 11.0 | Standard | 1285.23 | 37.377669 | Yes | 25.072510 | 17.016564 | High_spent_Medium_value_payments | 251.084551 | Poor | 239 |
28 | Media_Manager | 10620.460 | 6 | 5 | 11 | 1 | 22 | 14 | 3.36 | 0.0 | Standard | 1014.29 | 25.039046 | No | 7.375661 | 57.629781 | Low_spent_Small_value_payments | 305.198392 | Standard | 285 |
38 | Architect | 62661.540 | 5 | 5 | 12 | 1 | 11 | 0 | 7.20 | 1.0 | Good | 466.20 | 33.801172 | No | 32.721131 | 334.606746 | High_spent_Small_value_payments | 398.051623 | Good | 328 |
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