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ID | Описание | Дата |
---|---|---|
b4d6a9a0-acb1-46af-a06d-56fa2165de79 | visualize cross-media technologies | 2009-09-20 |
1728a53f-124f-4336-a04f-a044119069f2 | architect vertical initiatives | 1985-12-17 |
bb0a5f5c-971b-4235-a266-6985a240d8b9 | re-intermediate innovative platforms | 2025-03-09 |
ef26ced1-002d-4384-87ed-7ca100e994d7 | orchestrate rich technologies | 2022-10-12 |
9ee72f5f-1673-4c9c-9190-7ee0b7fdac87 | re-intermediate global relationships | 2000-01-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Developer | 20742.460 | 5 | 4 | 8 | 5 | 14 | 21 | 14.00 | 8.0 | Standard | 1319.87 | 22.537606 | Yes | 60.066113 | 0.000000 | High_spent_Small_value_payments | 315.369996 | Standard | 196 |
55 | Scientist | 17032.785 | 0 | 6 | 2 | 3 | 14 | 9 | 6.86 | 3.0 | Good | 1229.08 | 33.352900 | No | 33.299764 | 144.742927 | Low_spent_Small_value_payments | 229.597185 | Good | 203 |
31 | Doctor | 33409.330 | 4 | 7 | 5 | 3 | 5 | 11 | 9.83 | 5.0 | Standard | 812.01 | 38.302254 | Yes | 46.129409 | 107.381235 | Low_spent_Large_value_payments | 369.400439 | Poor | 241 |
21 | Manager | 105556.380 | 5 | 5 | 10 | 0 | 24 | 9 | 15.89 | 4.0 | Standard | 770.97 | 30.915453 | NM | 0.000000 | 206.134037 | High_spent_Large_value_payments | 930.102463 | Standard | 206 |
49 | Writer | 86186.370 | 7 | 3 | 10 | 3 | 28 | 12 | 10.39 | 4.0 | Standard | 524.53 | 34.855422 | Yes | 192.396199 | 322.441703 | Low_spent_Large_value_payments | 498.981848 | Standard | 187 |
53 | Engineer | 16862.715 | 8 | 6 | 10 | 2 | 25 | 19 | 17.13 | 5.0 | Standard | 574.86 | 26.044528 | Yes | 14.740344 | 67.061361 | Low_spent_Medium_value_payments | 358.520920 | Standard | 312 |
17 | Mechanic | 24931.390 | 4 | 6 | 13 | 2 | 20 | 8 | 11.34 | 8.0 | Standard | 18.55 | 30.724108 | Yes | 36.801839 | 76.945849 | High_spent_Medium_value_payments | 346.113895 | Standard | 345 |
51 | Teacher | 69476.140 | 5 | 6 | 1 | 3 | 10 | 5 | 3.62 | 4.0 | Good | 1305.65 | 35.358763 | No | 106.647612 | 60.677793 | High_spent_Large_value_payments | 674.342428 | Standard | 237 |
50 | Manager | 120030.680 | 7 | 6 | 7 | 1 | 24 | 11 | 4.28 | 9.0 | Standard | 1247.79 | 24.097244 | NM | 91.311365 | 676.385092 | High_spent_Small_value_payments | 489.559209 | Good | 252 |
44 | Writer | 42811.360 | 5 | 3 | 18 | 4 | 22 | 12 | 2.65 | 5.0 | Standard | 742.29 | 38.697560 | No | 74.606950 | 69.348788 | High_spent_Large_value_payments | 478.605595 | Standard | 308 |
19 | Media_Manager | 14527.455 | 3 | 3 | 4 | 4 | 19 | 4 | 6.31 | 1.0 | Good | 321.05 | 26.670431 | No | 41.695445 | 112.473982 | Low_spent_Small_value_payments | 232.292699 | Good | 232 |
32 | Manager | 110347.200 | 5 | 3 | 8 | 1 | 5 | 5 | 3.23 | 0.0 | Good | 438.55 | 30.777257 | No | 62.733640 | 0.000000 | High_spent_Small_value_payments | 870.004250 | Good | 281 |
35 | Doctor | 37485.370 | 5 | 6 | 1 | 0 | 11 | 6 | 0.00 | 4.0 | Good | 339.17 | 37.555303 | No | 0.000000 | 409.840194 | Low_spent_Small_value_payments | 214.437889 | Good | 213 |
37 | Doctor | 33905.670 | 8 | 6 | 16 | 4 | 5 | 10 | 15.03 | 7.0 | Standard | 1425.20 | 29.600250 | Yes | 67.141860 | 336.131882 | Low_spent_Small_value_payments | 140.873508 | Standard | 206 |
37 | Engineer | 67556.800 | 3 | 5 | 10 | 3 | 27 | 20 | 19.44 | 2.0 | Standard | 762.85 | 34.000316 | Yes | 118.348636 | 140.826817 | High_spent_Medium_value_payments | 579.497881 | Standard | 332 |
19 | Doctor | 21153.980 | 6 | 3 | 8 | 3 | 11 | 15 | 11.60 | 0.0 | Standard | 951.68 | 40.503421 | Yes | 30.947775 | 42.230728 | Low_spent_Large_value_payments | 348.904663 | Standard | 387 |
38 | Lawyer | 32072.420 | 4 | 7 | 1 | 3 | 6 | 9 | 6.11 | 1.0 | Good | 441.00 | 31.473226 | No | 76.468792 | 0.000000 | Low_spent_Large_value_payments | 378.068847 | Poor | 248 |
39 | Manager | 122922.240 | 2 | 4 | 10 | 1 | 13 | 5 | 0.00 | 3.0 | Good | 1424.04 | 39.707394 | No | 59.656083 | 398.417188 | Low_spent_Medium_value_payments | 842.978729 | Standard | 234 |
46 | Doctor | 28817.100 | 5 | 4 | 3 | 2 | 9 | 8 | 6.08 | 0.0 | Good | 890.13 | 33.726963 | No | 24.250526 | 233.139328 | Low_spent_Small_value_payments | 251.752646 | Good | 293 |
51 | Entrepreneur | 32420.820 | 3 | 4 | 14 | 4 | 5 | 0 | 5.68 | 3.0 | Standard | 873.63 | 32.344677 | Yes | 105.130976 | 37.395345 | High_spent_Medium_value_payments | 368.047179 | Standard | 264 |
50 | Writer | 39491.260 | 7 | 5 | 9 | 0 | 9 | 197 | 1.10 | 3.0 | Standard | 730.89 | 33.130069 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 473.196093 | Standard | 224 |
37 | Accountant | 79524.640 | 5 | 5 | 15 | 4 | 26 | 8 | 10.88 | 2.0 | Standard | 402.54 | 22.897513 | NM | 167.486839 | 442.507162 | Low_spent_Large_value_payments | 322.611332 | Standard | 190 |
50 | Journalist | 30199.190 | 2 | 2 | 4 | 4 | 5 | 8 | 3.65 | 4.0 | Good | 1421.82 | 37.316178 | No | 51.407166 | 203.543250 | Low_spent_Large_value_payments | 289.209500 | Standard | 327 |
40 | Writer | 24312.940 | 4 | 6 | 20 | 6 | 24 | 15 | 24.83 | 4.0 | Standard | 636.21 | 36.608645 | Yes | 120.666197 | 138.665246 | Low_spent_Large_value_payments | 214.676390 | Poor | 119 |
40 | Engineer | 71297.020 | 3 | 4 | 4 | 4 | 6 | 0 | 16.50 | 2.0 | Good | 383.01 | 23.345112 | No | 168.120926 | 394.296978 | Low_spent_Medium_value_payments | 320.423929 | Good | 0 |
29 | Mechanic | 28550.840 | 7 | 3 | 12 | 2 | 12 | 23 | 1.86 | 2.0 | Standard | 57.85 | 29.886066 | Yes | 44.420154 | 331.445515 | Low_spent_Small_value_payments | 179.557998 | Standard | 310 |
19 | Engineer | 18811.580 | 5 | 3 | 8 | 4 | 1 | 0 | 9.79 | 0.0 | Good | 19.96 | 33.321408 | No | 50.856245 | 42.424827 | High_spent_Small_value_payments | 344.982095 | Good | 320 |
46 | Lawyer | 116794.110 | 4 | 7 | 12 | 0 | 4 | 11 | 3.50 | 2.0 | Good | 226.98 | 28.304718 | No | 0.000000 | 457.137579 | Low_spent_Small_value_payments | 781.246671 | Standard | 233 |
23 | Entrepreneur | 130523.640 | 6 | 5 | 11 | 1 | 5 | 9 | 12.36 | 8.0 | Standard | 481.33 | 38.138599 | Yes | 96.239938 | 128.851495 | High_spent_Large_value_payments | 1079.005567 | Standard | 0 |
48 | Developer | 65945.700 | 5 | 7 | 8 | 0 | 1 | 5 | 8.07 | 1.0 | Good | 215.05 | 27.370587 | NM | 0.000000 | 198.462485 | High_spent_Medium_value_payments | 600.185015 | Standard | 220 |
44 | Lawyer | 42671.510 | 1 | 1 | 10 | 4 | 6 | 10 | 11.28 | 5.0 | Good | 132.87 | 25.573801 | NM | 87.777403 | 65.384457 | High_spent_Medium_value_payments | 470.034057 | Good | 229 |
43 | Architect | 10692.160 | 8 | 4 | 16 | 0 | 18 | 13 | 10.29 | 4.0 | Standard | 1350.85 | 35.562652 | NM | 0.000000 | 52.952861 | Low_spent_Medium_value_payments | 308.748472 | Standard | 379 |
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