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ID | Описание | Дата |
---|---|---|
3a946980-e34c-4495-bb9b-71e2b7062e2a | incentivize sticky users | 1983-02-05 |
b9cf41b8-fe9b-45cb-8efb-ad6ce383e0f7 | envisioneer efficient mindshare | 1980-03-22 |
e706a410-eb9b-4ee4-8bc7-399d5e331466 | seize wireless schemas | 1987-06-03 |
c88b21c7-3cd5-4f4a-99d5-bb9ef81ff371 | disintermediate integrated markets | 1981-06-03 |
89a98c63-ba94-497e-a85c-7b9cb8123adf | embrace virtual channels | 1996-12-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Musician | 97791.420 | 6 | 6 | 12 | 0 | 18 | 8 | 17.92 | 1.0 | Standard | 107.41 | 25.715579 | Yes | 0.000000 | 451.246519 | Low_spent_Small_value_payments | 646.681981 | Standard | 326 |
28 | Entrepreneur | 59751.780 | 7 | 7 | 17 | 4 | 23 | 13 | 16.82 | 9.0 | Standard | 1485.94 | 26.100754 | Yes | 116.298417 | 267.410039 | Low_spent_Large_value_payments | 390.723044 | Poor | 191 |
45 | Accountant | 15989.085 | 5 | 4 | 2 | 4 | 13 | 15 | 0.50 | 3.0 | Good | 665.82 | 33.285333 | No | 33.797021 | 145.301412 | Low_spent_Small_value_payments | 219.543943 | Good | 236 |
33 | Doctor | 19633.990 | 7 | 9 | 32 | 4 | 47 | 20 | 7.41 | 10.0 | Bad | 1457.54 | 25.083771 | Yes | 62.671262 | 86.495551 | Low_spent_Large_value_payments | 292.849770 | Poor | 136 |
41 | Musician | 10094.050 | 7 | 7 | 18 | 2 | 5 | 14 | 17.91 | 2.0 | Standard | 695.09 | 25.143615 | Yes | 15.684761 | 32.728695 | Low_spent_Medium_value_payments | 292.503627 | Standard | 207 |
33 | Engineer | 10333.895 | 3 | 6 | 20 | 4 | 17 | 15 | 11.32 | 8.0 | Standard | 70.46 | 39.748427 | Yes | 21.453341 | 53.083614 | Low_spent_Medium_value_payments | 271.178837 | Standard | 121 |
28 | Accountant | 45783.320 | 7 | 7 | 18 | 0 | 8 | 15 | 10.25 | 6.0 | Standard | 608.27 | 28.025234 | No | 0.000000 | 40.278003 | High_spent_Medium_value_payments | 574.049664 | Standard | 0 |
49 | Engineer | 18894.020 | 0 | 3 | 7 | 2 | 5 | 3 | 3.83 | 3.0 | Good | 501.22 | 25.613165 | No | 29.579944 | 100.063582 | High_spent_Small_value_payments | 282.806641 | Good | 286 |
31 | Engineer | 39340.720 | 4 | 2 | 9 | 0 | 4 | 1 | 5.98 | 0.0 | Good | 1482.22 | 34.506429 | NM | 0.000000 | 136.100463 | Low_spent_Medium_value_payments | 497.338870 | Good | 318 |
20 | Scientist | 121471.440 | 4 | 3 | 3 | 2 | 16 | 0 | 1.37 | 1.0 | Good | 736.68 | 27.023243 | No | 161.163199 | 333.575351 | High_spent_Small_value_payments | 761.323451 | Poor | 314 |
36 | Entrepreneur | 11629.690 | 7 | 3 | 4 | 0 | 18 | 19 | 8.42 | 7.0 | Good | 517.34 | 23.974215 | No | 0.000000 | 167.792101 | Low_spent_Small_value_payments | 248.521982 | Standard | 337 |
34 | Accountant | 38027.680 | 5 | 6 | 10 | 4 | 13 | 8 | 15.04 | 8.0 | Standard | 286.94 | 34.576608 | Yes | 99.328280 | 185.616858 | Low_spent_Small_value_payments | 326.552195 | Standard | 0 |
49 | Lawyer | 10328.580 | 6 | 4 | 11 | 1 | 31 | 18 | 1.49 | 1.0 | Standard | 1137.12 | 22.638707 | Yes | 4.462837 | 132.785515 | Low_spent_Small_value_payments | 264.623147 | Standard | 280 |
25 | Media_Manager | 87095.610 | 0 | 7 | 7 | 3 | 13 | 5 | 5.77 | 4.0 | Good | 1005.15 | 33.812317 | No | 158.709886 | 124.988899 | High_spent_Large_value_payments | 662.697965 | Good | 397 |
25 | Manager | 66376.280 | 3 | 5 | 15 | 3 | 26 | 11 | 7.14 | 3.0 | Standard | 1482.30 | 38.217497 | Yes | 104.631775 | 658.617774 | Low_spent_Small_value_payments | 99.086117 | Good | 397 |
44 | Scientist | 80370.320 | 8 | 7 | 17 | 0 | 27 | 8 | 15.36 | 4.0 | Standard | 1135.98 | 27.743431 | Yes | 0.000000 | 185.547648 | High_spent_Medium_value_payments | 750.105018 | Standard | 333 |
35 | Manager | 18550.400 | 3 | 4 | 34 | 2 | 17 | 10 | 15.08 | 5.0 | Standard | 1368.63 | 34.834320 | Yes | 28.830800 | 148.594992 | Low_spent_Small_value_payments | 278.660875 | Poor | 112 |
31 | Journalist | 33726.600 | 6 | 5 | 19 | 0 | 17 | 14 | 13.65 | 6.0 | Standard | 1251.27 | 31.788652 | Yes | 0.000000 | 124.163486 | Low_spent_Large_value_payments | 431.891514 | Standard | 335 |
28 | Journalist | 15383.460 | 3 | 2 | 1 | 4 | 8 | 11 | 1.03 | 4.0 | Good | 511.27 | 29.453643 | No | 31.671143 | 43.753858 | High_spent_Medium_value_payments | 307.170500 | Good | 212 |
23 | Musician | 33121.690 | 3 | 4 | 1 | 1 | 10 | 5 | 15.51 | 9.0 | Good | 1343.70 | 30.799099 | No | 14.482413 | 199.886507 | Low_spent_Large_value_payments | 356.545163 | Good | 230 |
46 | Engineer | 139631.080 | 3 | 4 | 12 | 0 | 9 | 0 | 5.67 | 7.0 | Good | 202.29 | 35.740742 | No | 0.000000 | 281.069221 | High_spent_Medium_value_payments | 1124.723112 | Poor | 251 |
20 | Musician | 99161.820 | 3 | 6 | 8 | 0 | 7 | 9 | 7.83 | 3.0 | Good | 1159.42 | 31.040372 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 747.240494 | Good | 317 |
55 | Musician | 143829.560 | 3 | 3 | 12 | 0 | 17 | 11 | 3.32 | 2.0 | Standard | 269.26 | 39.179414 | No | 0.000000 | 299.616707 | High_spent_Large_value_payments | 1115.962959 | Standard | 317 |
37 | Scientist | 60783.450 | 6 | 7 | 13 | 0 | 17 | 16 | 15.69 | 0.0 | Standard | 46.28 | 27.305623 | Yes | 0.000000 | 76.129596 | High_spent_Large_value_payments | 674.299154 | Standard | 380 |
36 | Accountant | 39843.140 | 6 | 3 | 10 | 3 | 30 | 10 | 1.59 | 2.0 | Standard | 461.36 | 39.768358 | No | 83.787113 | 80.216666 | High_spent_Medium_value_payments | 426.122387 | Standard | 209 |
19 | Scientist | 53057.640 | 9 | 10 | 20 | 6 | 24 | 15 | 19.20 | 11.0 | Standard | 1491.01 | 36.442086 | Yes | 150.786014 | 112.732282 | High_spent_Medium_value_payments | 456.028704 | Standard | 183 |
25 | Mechanic | 23681.870 | 3 | 5 | 15 | 3 | 5 | 6 | 4.51 | 0.0 | Standard | 1433.17 | 25.708407 | No | 41.642793 | 133.301423 | Low_spent_Large_value_payments | 277.704701 | Standard | 245 |
50 | Architect | 14540.485 | 2 | 4 | 3 | 2 | 12 | 8 | 9.90 | 1.0 | Good | 1408.37 | 27.291945 | No | 18.267032 | 144.176464 | Low_spent_Small_value_payments | 255.527212 | Standard | 304 |
37 | Engineer | 17421.640 | 3 | 3 | 13 | 4 | 32 | 12 | 12.61 | 7.0 | Standard | 1442.10 | 30.431749 | Yes | 31.204613 | 0.000000 | High_spent_Medium_value_payments | 359.184786 | Standard | 71 |
41 | Entrepreneur | 15258.950 | 3 | 6 | 1 | 0 | 3 | 6 | 10.06 | 5.0 | Good | 1075.37 | 37.035388 | No | 0.000000 | 39.475973 | High_spent_Small_value_payments | 371.381944 | Good | 285 |
15 | Entrepreneur | 30305.190 | 8 | 4 | 16 | 6 | 20 | 10 | 12.17 | 7.0 | Standard | 258.04 | 40.007906 | Yes | 119.335644 | 47.537449 | High_spent_Small_value_payments | 322.370158 | Standard | 163 |
33 | Architect | 44058.440 | 1 | 4 | 12 | 3 | 13 | 2 | 7.16 | 1.0 | Good | 837.88 | 36.541708 | No | 84.469820 | 75.000550 | High_spent_Large_value_payments | 434.683297 | Good | 395 |
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