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ID | Описание | Дата |
---|---|---|
b0b9e27b-6d79-4ef3-a7bc-b0312775c6d8 | redefine vertical users | 1988-02-22 |
50de786f-abb0-4a88-b52d-c0456d23bcf9 | streamline turn-key markets | 1975-06-07 |
30ff4178-0a6d-4a13-b97d-e5e420a60b04 | incubate proactive vortals | 2012-10-27 |
250a027a-209d-4c73-b3b8-3c93bd2588d7 | whiteboard plug-and-play ROI | 1982-10-31 |
858cbca3-1c70-4e40-b016-461b227f89cd | revolutionize wireless web services | 1981-08-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Journalist | 30197.280 | 5 | 7 | 14 | 4 | 20 | 13 | 17.00 | 5.0 | Standard | 811.08 | 28.956337 | Yes | 57.081038 | 63.783625 | High_spent_Small_value_payments | 398.579337 | Standard | 133 |
29 | Manager | 71677.590 | 5 | 6 | 16 | 0 | 1 | 11 | 14.90 | 0.0 | Standard | 130.54 | 38.722660 | NM | 0.000000 | 237.118783 | High_spent_Medium_value_payments | 601.794467 | Standard | 209 |
32 | Doctor | 17161.570 | 6 | 3 | 9 | 4 | 28 | 9 | 10.06 | 11.0 | Standard | 743.20 | 39.648412 | Yes | 47.254627 | 213.377152 | Low_spent_Small_value_payments | 187.881305 | Standard | 0 |
36 | Teacher | 69051.140 | 4 | 7 | 9 | 2 | 9 | 8 | 10.20 | 3.0 | Standard | 1396.03 | 35.533537 | Yes | 107.167492 | 166.561173 | High_spent_Medium_value_payments | 526.597502 | Standard | 190 |
25 | Accountant | 59656.960 | 8 | 4 | 6 | 4 | 7 | 12 | 10.79 | 12.0 | Standard | 550.32 | 26.899753 | Yes | 196.963416 | 331.886580 | Low_spent_Large_value_payments | 211.791338 | Standard | 177 |
25 | Lawyer | 32772.290 | 7 | 7 | 10 | 0 | 27 | 17 | 9.11 | 1.0 | Standard | 1012.37 | 37.653463 | Yes | 0.000000 | 196.282191 | Low_spent_Medium_value_payments | 332.220226 | Standard | 0 |
34 | Architect | 23814.730 | 3 | 4 | 10 | 4 | 30 | 9 | 13.05 | 8.0 | Standard | 837.41 | 29.971664 | NM | 76.394321 | 108.816245 | High_spent_Small_value_payments | 285.245517 | Poor | 78 |
27 | Scientist | 23051.720 | 4 | 5 | 7 | 0 | 22 | 20 | 4.53 | 1.0 | Good | 713.33 | 29.856624 | No | 0.000000 | 140.461776 | Low_spent_Small_value_payments | 336.935890 | Good | 333 |
43 | Entrepreneur | 36228.120 | 3 | 7 | 3 | 2 | 6 | 1 | 11.62 | 2.0 | Good | 1475.78 | 37.678835 | No | 39.045831 | 79.382056 | High_spent_Large_value_payments | 432.073113 | Good | 328 |
47 | Architect | 119848.770 | 5 | 2 | 10 | 1 | 9 | 10 | 5.75 | 2.0 | Good | 1049.14 | 35.053467 | No | 55.859438 | 356.187498 | Low_spent_Medium_value_payments | 890.392815 | Good | 215 |
34 | Lawyer | 133646.040 | 4 | 5 | 11 | 2 | 7 | 6 | 0.00 | 3.0 | Good | 1290.92 | 31.492929 | No | 114.248243 | 127.086238 | High_spent_Large_value_payments | 1141.582519 | Standard | 400 |
28 | Teacher | 19435.600 | 5 | 4 | 19 | 4 | 16 | 16 | 10.36 | 11.0 | Standard | 730.66 | 27.289467 | Yes | 44.640731 | 64.979928 | High_spent_Small_value_payments | 302.742675 | Good | 0 |
23 | Media_Manager | 29663.440 | 5 | 6 | 18 | 2 | 9 | 9 | 17.76 | 8.0 | Standard | 598.51 | 37.072553 | Yes | 49.345911 | 104.560839 | High_spent_Medium_value_payments | 363.788583 | Standard | 206 |
22 | Architect | 38261.700 | 6 | 4 | 12 | 4 | 28 | 17 | 4.59 | 0.0 | Standard | 1194.12 | 31.359494 | No | 84.707360 | 103.892622 | High_spent_Medium_value_payments | 370.247518 | Standard | 314 |
26 | Developer | 10813.530 | 4 | 4 | 10 | 4 | 11 | 18 | 16.12 | 6.0 | Standard | 862.42 | 37.472328 | NM | 24.058784 | 49.592277 | Low_spent_Medium_value_payments | 321.261689 | Standard | 331 |
50 | Accountant | 48615.220 | 4 | 7 | 15 | 4 | 29 | 0 | 6.44 | 4.0 | Standard | 1235.05 | 39.752095 | Yes | 135.357434 | 0.000000 | High_spent_Small_value_payments | 268.290132 | Standard | 0 |
46 | Architect | 35208.200 | 5 | 2 | 5 | 2 | 9 | 0 | 1.34 | 4.0 | Good | 630.29 | 36.385046 | No | 44.730081 | 99.632921 | High_spent_Small_value_payments | 407.538665 | Good | 197 |
19 | Writer | 28059.970 | 3 | 7 | 6 | 1 | 11 | 9 | 15.37 | 2.0 | Good | 80.83 | 34.462749 | NM | 21.491965 | 25.209214 | High_spent_Large_value_payments | 424.531904 | Standard | 357 |
44 | Mechanic | 120333.040 | 8 | 4 | 3 | 1 | 8 | 8 | 8.67 | 0.0 | Good | 1445.54 | 34.802986 | No | 67.819007 | 294.719968 | High_spent_Medium_value_payments | 912.136359 | Standard | 232 |
31 | Media_Manager | 14432.870 | 3 | 7 | 7 | 1 | 5 | 8 | 9.47 | 3.0 | Good | 941.79 | 36.999786 | NM | 6.412119 | 38.604002 | High_spent_Small_value_payments | 333.557795 | Good | 393 |
31 | Scientist | 106520.680 | 4 | 4 | 13 | 2 | 7 | 19 | 12.39 | 8.0 | Standard | 653.60 | 37.847832 | Yes | 98.337812 | 770.063745 | Low_spent_Small_value_payments | 300.570776 | Standard | 179 |
41 | Lawyer | 90292.280 | 4 | 4 | 7 | 0 | 26 | 15 | 10.66 | 1.0 | Standard | 967.93 | 34.322892 | No | 0.000000 | 504.576685 | High_spent_Small_value_payments | 481.258981 | Standard | 398 |
31 | Manager | 117566.960 | 3 | 6 | 12 | 1 | 27 | 11 | 22.54 | 3.0 | Standard | 1251.06 | 30.263330 | NM | 90.968958 | 143.874560 | High_spent_Large_value_payments | 986.481148 | Standard | 332 |
21 | Entrepreneur | 16944.540 | 8 | 5 | 16 | 0 | 17 | 20 | 18.04 | 4.0 | Standard | 1066.99 | 38.908656 | Yes | 0.000000 | 89.762890 | Low_spent_Large_value_payments | 349.141610 | Good | 388 |
38 | Lawyer | 18221.965 | 3 | 7 | 17 | 3 | 15 | 11 | 18.25 | 0.0 | Standard | 1218.29 | 29.042866 | Yes | 25.715292 | 0.000000 | Low_spent_Small_value_payments | 328.530772 | Standard | 225 |
43 | Scientist | 33199.130 | 1 | 4 | 3 | 2 | 19 | 12 | 4.88 | 0.0 | Good | 1255.12 | 26.257862 | No | 35.397754 | 319.211932 | Low_spent_Small_value_payments | 205.749732 | Good | 261 |
21 | Musician | 116623.440 | 5 | 4 | 9 | 0 | 3 | 11 | 3.67 | 6.0 | Good | 1198.03 | 41.099498 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 704.713570 | Standard | 366 |
37 | Engineer | 14698.595 | 8 | 3 | 8 | 7 | 15 | 11 | 17.14 | 6.0 | Standard | 469.46 | 29.768444 | Yes | 84.873187 | 139.768894 | Low_spent_Small_value_payments | 215.946211 | Standard | 145 |
51 | Manager | 79298.960 | 8 | 7 | 13 | 1 | 17 | 16 | 7.26 | 2.0 | Standard | 804.92 | 36.699522 | No | 58.093333 | 243.708683 | High_spent_Small_value_payments | 641.222651 | Standard | 398 |
37 | Accountant | 119443.290 | 1 | 6 | 1 | 3 | 13 | 9 | 0.90 | 0.0 | Good | 418.28 | 38.846898 | No | 183.790597 | 306.418025 | High_spent_Medium_value_payments | 766.952128 | Standard | 0 |
43 | Entrepreneur | 31953.030 | 8 | 5 | 8 | 6 | 15 | 8 | 16.09 | 6.0 | Standard | 396.33 | 40.825436 | Yes | 109.765970 | 180.570138 | Low_spent_Large_value_payments | 230.339142 | Standard | 183 |
47 | Scientist | 41646.880 | 4 | 4 | 3 | 4 | 13 | 10 | 11.62 | 0.0 | Good | 732.11 | 28.085079 | No | 80.732350 | 307.755294 | Low_spent_Medium_value_payments | 243.069689 | Standard | 295 |
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