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ID | Описание | Дата |
---|---|---|
03a619ba-3374-48e3-a4d5-833e4f6abee9 | whiteboard intuitive bandwidth | 1992-10-17 |
2f947b72-4e36-4375-87a5-a0cff2136b2e | target integrated e-commerce | 1995-10-23 |
e821219e-6eb6-4d3f-9f2b-2a8df0ce8104 | drive integrated convergence | 1977-01-31 |
81817b96-71fb-4428-a5c3-be976cdf6ce4 | iterate best-of-breed models | 2007-04-24 |
1fdbd060-7143-4dad-a773-6fea777f920b | empower virtual supply-chains | 2014-11-19 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Teacher | 11970.955 | 8 | 4 | 7 | 2 | 31 | 8 | 11.72 | 1.0 | Standard | 889.62 | 33.846694 | No | 14.885195 | 109.943635 | Low_spent_Small_value_payments | 282.129128 | Standard | 312 |
54 | Developer | 34800.960 | 0 | 5 | 10 | 3 | 3 | 0 | 5.19 | 4.0 | Good | 344.40 | 33.086228 | No | 74.637756 | 135.961622 | High_spent_Small_value_payments | 312.608622 | Standard | 330 |
35 | Teacher | 128189.370 | 2 | 7 | 7 | 2 | 8 | 3 | 10.63 | 1.0 | Good | 913.10 | 35.518088 | No | 153.269009 | 147.824693 | High_spent_Large_value_payments | 977.951049 | Good | 374 |
52 | Writer | 43592.450 | 2 | 3 | 2 | 3 | 3 | 0 | 4.53 | 3.0 | Good | 793.39 | 31.303206 | No | 95.886078 | 62.327492 | High_spent_Large_value_payments | 457.656847 | Standard | 393 |
18 | Journalist | 40009.740 | 3 | 6 | 15 | 4 | 7 | 11 | 9.12 | 6.0 | Standard | 1372.21 | 32.892621 | Yes | 126.797924 | 0.000000 | Low_spent_Large_value_payments | 383.695259 | Standard | 253 |
37 | Doctor | 68096.880 | 5 | 5 | 17 | 3 | 16 | 13 | 7.86 | 2.0 | Standard | 655.37 | 28.300551 | No | 166.648207 | 233.318387 | Low_spent_Large_value_payments | 445.807407 | Standard | 0 |
32 | Scientist | 94991.820 | 7 | 6 | 13 | 0 | 18 | 20 | 24.45 | 6.0 | Standard | 1320.61 | 27.563461 | Yes | 0.000000 | 808.019537 | Low_spent_Medium_value_payments | 286.478963 | Standard | 314 |
30 | Media_Manager | 26509.670 | 8 | 7 | 18 | 2 | 24 | 0 | 14.37 | 4.0 | Standard | 1259.90 | 35.405093 | Yes | 171.810006 | 83.587492 | High_spent_Small_value_payments | 334.048950 | Poor | 291 |
33 | Mechanic | 102447.390 | 5 | 4 | 4 | 0 | 7 | 2594 | 8.54 | 5.0 | Good | 190.48 | 41.686452 | No | 0.000000 | 313.339957 | High_spent_Medium_value_payments | 771.388293 | Standard | 394 |
24 | Entrepreneur | 78498.720 | 8 | 5 | 17 | 0 | 18 | 6 | 8.82 | 7.0 | Standard | 910.99 | 30.292469 | Yes | 0.000000 | 149.970965 | High_spent_Medium_value_payments | 756.885035 | Standard | 116 |
40 | Architect | 13351.830 | 6 | 3 | 13 | 2 | 13 | 0 | 15.48 | 1.0 | Standard | 303.84 | 36.798732 | Yes | 13.913944 | 78.504949 | Low_spent_Small_value_payments | 323.246357 | Standard | 278 |
55 | Scientist | 98796.840 | 1 | 3 | 4 | 2 | 15 | 2 | 4.31 | 3.0 | Good | 324.10 | 35.130956 | No | 110.283381 | 241.984514 | High_spent_Medium_value_payments | 718.339106 | Standard | 287 |
22 | Journalist | 78604.470 | 6 | 5 | 4 | 1 | 18 | 12 | 1.45 | 1.0 | Good | 1078.64 | 30.969915 | No | 63.582267 | 403.951991 | High_spent_Small_value_payments | 446.502992 | Good | 332 |
31 | Accountant | 30348.010 | 1 | 6 | 12 | 3 | 7 | 4 | 2.87 | 0.0 | Good | 645.25 | 39.374413 | NM | 67.817424 | 87.600200 | High_spent_Medium_value_payments | 351.782459 | Good | 230 |
47 | Scientist | 67361.380 | 2 | 4 | 1 | 0 | 5 | 4 | 11.47 | 4.0 | Good | 1013.66 | 32.263517 | No | 0.000000 | 253.587348 | High_spent_Small_value_payments | 556.157485 | Good | 204 |
47 | Musician | 30564.650 | 4 | 4 | 2 | 1 | 11 | 10 | 11.79 | 0.0 | Good | 504.93 | 28.791713 | NM | 16.694081 | 243.236956 | Low_spent_Small_value_payments | 285.474380 | Good | 293 |
24 | Engineer | 13129.295 | 6 | 6 | 14 | 2 | 12 | 0 | 3.63 | 7.0 | Standard | 273.99 | 38.528793 | No | 20.969905 | 85.622516 | Low_spent_Small_value_payments | 266.118371 | Poor | 391 |
38 | Mechanic | 21114.950 | 4 | 7 | 12 | 1 | 13 | 8 | 8.54 | 3.0 | Good | 895.29 | 32.936180 | No | 9.608645 | 62.100465 | Low_spent_Medium_value_payments | 356.148807 | Poor | 347 |
54 | Musician | 18672.765 | 4 | 4 | 6 | 3 | 5 | 1 | 11.68 | 2.0 | Good | 785.46 | 37.556438 | No | 23.984414 | 88.673192 | Low_spent_Large_value_payments | 313.048769 | Standard | 259 |
35 | Manager | 26408.130 | 4 | 6 | 19 | 6 | 17 | 8 | 16.42 | 5.0 | Standard | 65.19 | 32.823926 | Yes | 73.560979 | 45.034213 | High_spent_Large_value_payments | 336.072558 | Standard | 75 |
28 | Musician | 17951.300 | 3 | 4 | 20 | 7 | 29 | 9 | 18.77 | 8.0 | Standard | 664.65 | 24.099775 | Yes | 62.691817 | 122.037018 | Low_spent_Small_value_payments | 239.565332 | Standard | 223 |
33 | Accountant | 42337.390 | 2 | 4 | 4 | 2 | 5 | 8 | 2.29 | 2.0 | Good | 568.61 | 37.640449 | No | 39.434381 | 106.716276 | High_spent_Small_value_payments | 468.360926 | Good | 382 |
48 | Scientist | 58210.380 | 2 | 5 | 3 | 4 | 8 | 12 | 8.47 | 5.0 | Good | 311.90 | 31.466031 | No | 135.227212 | 622.359648 | Low_spent_Small_value_payments | 0.599640 | Good | 257 |
53 | Manager | 41675.640 | 4 | 3 | 12 | 2 | 6 | 9 | 4.90 | 6.0 | Good | 1181.64 | 27.268422 | No | 53.796807 | 80.924688 | High_spent_Small_value_payments | 470.475505 | Good | 308 |
31 | Teacher | 99617.760 | 0 | 6 | 3 | 0 | 8 | 0 | 6.41 | 4.0 | Good | 851.22 | 32.984975 | No | 0.000000 | 330.513400 | High_spent_Medium_value_payments | 729.034600 | Standard | 186 |
40 | Doctor | 9024.455 | 8 | 7 | 15 | 2 | 8 | 351 | 12.14 | 4.0 | Standard | 1491.08 | 29.016542 | Yes | 14.357518 | 71.148239 | Low_spent_Small_value_payments | 275.798034 | Poor | 76 |
51 | Musician | 43075.970 | 3 | 5 | 12 | 1 | 8 | 0 | 7.81 | 0.0 | Good | 228.63 | 35.675367 | No | 30.306660 | 41.547736 | High_spent_Large_value_payments | 516.312020 | Good | 204 |
50 | Musician | 53543.380 | 5 | 7 | 15 | 4 | 29 | 8 | 11.18 | 1.0 | Standard | 112.36 | 28.722189 | No | 127.790700 | 355.749605 | Low_spent_Medium_value_payments | 258.754528 | Standard | 0 |
33 | Scientist | 20922.340 | 7 | 6 | 18 | 3 | 26 | 13 | 12.60 | 7.0 | Standard | 363.49 | 26.834824 | Yes | 40.816641 | 41.558231 | High_spent_Large_value_payments | 350.277962 | Standard | 394 |
28 | Teacher | 43832.920 | 5 | 5 | 16 | 2 | 28 | 14 | 17.25 | 7.0 | Standard | 1441.58 | 25.029363 | Yes | 65.377135 | 187.728722 | High_spent_Small_value_payments | 342.968476 | Standard | 207 |
41 | Scientist | 15754.530 | 9 | 9 | 22 | 7 | 27 | 17 | 16.21 | 11.0 | Standard | 1378.73 | 27.000755 | Yes | 50.603524 | 117.275964 | Low_spent_Medium_value_payments | 259.408262 | Poor | 161 |
45 | Entrepreneur | 32348.400 | 5 | 7 | 7 | 0 | 28 | 0 | 1.66 | 2.0 | Good | 1416.25 | 24.714342 | NM | 0.000000 | 397.257572 | Low_spent_Small_value_payments | 189.412428 | Standard | 386 |
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