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ID | Описание | Дата |
---|---|---|
24ddd86d-e131-4e07-b6fa-c8d644ec4562 | engineer back-end metrics | 2005-09-25 |
62ca5327-0f67-4b23-a1a0-ed0a7e54ff56 | exploit holistic supply-chains | 1999-01-16 |
21a45ab6-c52a-4dc4-b204-063c2421578d | reinvent synergistic partnerships | 2023-10-22 |
7a958843-5439-4e88-8381-fc469565b465 | incentivize 24/365 interfaces | 2014-03-24 |
f2a33554-ebce-43c7-8ff7-eaf1a86401ba | incubate visionary portals | 1991-12-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Architect | 134316.200 | 8 | 3 | 11 | 0 | 23 | 17 | 16.50 | 4.0 | Standard | 1383.60 | 24.627687 | Yes | 0.000000 | 889.456124 | Low_spent_Small_value_payments | 543.445543 | Standard | 236 |
24 | Entrepreneur | 11866.345 | 7 | 7 | 20 | 1 | 17 | 22 | 17.73 | 6.0 | Standard | 276.34 | 38.187426 | Yes | 8.367989 | 86.743363 | Low_spent_Large_value_payments | 273.374856 | Standard | 296 |
27 | Mechanic | 64720.900 | 4 | 4 | 2 | 3 | 11 | 1 | 0.68 | 6.0 | Good | 1425.10 | 24.262202 | No | 112.177075 | 563.784388 | Low_spent_Small_value_payments | 169.979370 | Standard | 395 |
20 | Architect | 140135.240 | 7 | 6 | 14 | 0 | 20 | 17 | 19.21 | 2.0 | Standard | 929.51 | 39.619137 | NM | 0.000000 | 705.304842 | High_spent_Small_value_payments | 692.788824 | Standard | 381 |
51 | Developer | 25795.660 | 5 | 7 | 9 | 0 | 28 | 0 | 1.38 | 1.0 | Standard | 777.94 | 33.327964 | No | 0.000000 | 25.915830 | High_spent_Medium_value_payments | 416.548004 | Good | 356 |
43 | Writer | 101191.170 | 6 | 6 | 17 | 3 | 32 | 19 | 16.56 | 3.0 | Standard | 1264.86 | 33.501733 | Yes | 134.048127 | 209.006723 | High_spent_Medium_value_payments | 748.104900 | Standard | 304 |
21 | Writer | 21156.880 | 5 | 6 | 13 | 0 | 27 | 7 | 14.12 | 5.0 | Standard | 386.38 | 28.784290 | Yes | 0.000000 | 87.862655 | High_spent_Small_value_payments | 336.444678 | Standard | 201 |
21 | Developer | 29937.850 | 0 | 1 | 2 | 1 | 8 | 5 | 2.05 | 6.0 | Good | 720.68 | 27.345333 | No | 20.779413 | 145.436639 | Low_spent_Large_value_payments | 364.366031 | Good | 0 |
37 | Engineer | 43395.090 | 1 | 3 | 4 | 3 | 11 | 11 | 10.00 | 4.0 | Good | 1103.70 | 31.064866 | No | 74.869250 | 349.313390 | Low_spent_Small_value_payments | 222.043110 | Standard | 394 |
22 | Mechanic | 15116.910 | 6 | 3 | 10 | 6 | 7 | 16 | 12.84 | 5.0 | Standard | 391.93 | 28.207601 | Yes | 75.325547 | 93.670980 | Low_spent_Small_value_payments | 221.577723 | Standard | 188 |
37 | Musician | 29644.120 | 8 | 3 | 18 | 1 | 29 | 0 | 9.87 | 1.0 | Standard | 17.72 | 24.627415 | Yes | 19.436271 | 153.727519 | Low_spent_Small_value_payments | 356.470543 | Standard | 278 |
40 | Media_Manager | 35643.600 | 4 | 3 | 9 | 4 | 29 | 19 | 16.48 | 7.0 | Standard | 171.98 | 35.550528 | NM | 60.039540 | 0.000000 | Low_spent_Small_value_payments | 310.430790 | Standard | 69 |
44 | Musician | 67857.800 | 8 | 10 | 32 | 3 | 25 | 17 | 17.71 | 9.0 | Standard | 1497.68 | 40.213220 | Yes | 116.055776 | 82.764203 | High_spent_Large_value_payments | 591.061687 | Poor | 203 |
44 | Teacher | 27794.430 | 7 | 3 | 9 | 2 | 27 | 0 | 15.25 | 5.0 | Standard | 371.41 | 31.947988 | Yes | 34.903430 | 122.922166 | Low_spent_Large_value_payments | 338.494654 | Standard | 140 |
33 | Musician | 29101.200 | 8 | 10 | 28 | 2 | 48 | 2959 | 5.96 | 7.0 | Bad | 1334.81 | 39.141687 | NM | 43.288984 | 94.355695 | Low_spent_Small_value_payments | 423.265321 | Poor | 227 |
48 | Journalist | 121503.720 | 4 | 6 | 3 | 2 | 14 | 1 | 0.86 | 2.0 | Good | 128.68 | 29.525912 | No | 189.119319 | 0.000000 | Low_spent_Small_value_payments | 561.895566 | Poor | 402 |
49 | Doctor | 14366.560 | 1 | 2 | 3 | 1 | 8 | 9 | 4.48 | 5.0 | Good | 411.98 | 26.166994 | No | 133.588844 | 26.973509 | High_spent_Large_value_payments | 326.410017 | Good | 303 |
25 | Accountant | 20355.230 | 8 | 3 | 15 | 6 | 15 | 13 | 14.73 | 4.0 | Standard | 575.92 | 32.230515 | Yes | 59.286916 | 165.612224 | Low_spent_Small_value_payments | 262.927777 | Standard | 0 |
39 | Media_Manager | 116184.440 | 5 | 7 | 5 | 1 | 19 | 0 | 11.88 | 2.0 | Good | 804.90 | 26.959601 | No | 91.250492 | 739.068106 | Low_spent_Large_value_payments | 385.085069 | Standard | 185 |
56 | Engineer | 57260.500 | 1 | 6 | 11 | 1 | 4 | 6 | 5.95 | 1.0 | Good | 923.05 | 32.125476 | No | 35.289278 | 380.328250 | Low_spent_Small_value_payments | 336.953306 | Good | 192 |
35 | Writer | 146399.880 | 1 | 5 | 10 | 1 | 10 | 1 | 0.61 | 2.0 | Good | 1246.47 | 25.940709 | No | 69.432733 | 1127.371412 | Low_spent_Medium_value_payments | 324.894854 | Standard | 0 |
28 | Accountant | 87477.450 | 3 | 5 | 7 | 0 | 4 | 9 | 2.17 | 4.0 | Good | 18.31 | 29.741870 | No | 0.000000 | 178.618566 | High_spent_Medium_value_payments | 814.160184 | Standard | 199 |
27 | Media_Manager | 36886.060 | 4 | 5 | 8 | 7 | 5 | 18 | 17.73 | 8.0 | Standard | 1347.86 | 34.410414 | Yes | 133.128821 | 0.000000 | High_spent_Small_value_payments | 343.557984 | Poor | 238 |
20 | Journalist | 101399.130 | 1 | 3 | 2 | 2 | 14 | 6 | 3.97 | 4.0 | Good | 1061.06 | 26.198317 | No | 132.674897 | 835.832072 | Low_spent_Small_value_payments | 175.085782 | Standard | 295 |
30 | Doctor | 32943.660 | 5 | 6 | 14 | 6 | 20 | 11 | 17.52 | 10.0 | Standard | 226.74 | 26.418564 | Yes | 162.933964 | 247.463536 | Low_spent_Small_value_payments | 160.733000 | Standard | 127 |
21 | Teacher | 96040.560 | 2 | 5 | 3 | 4 | 11 | 12 | 9.75 | 1.0 | Good | 105.89 | 41.334997 | No | 182.191909 | 0.000000 | High_spent_Large_value_payments | 767.845782 | Poor | 345 |
39 | Scientist | 15516.870 | 5 | 3 | 10 | 0 | 13 | 8 | 1.57 | 0.0 | Good | 43.60 | 28.742216 | NM | 0.000000 | 146.542485 | Low_spent_Small_value_payments | 283.064765 | Good | 214 |
35 | Media_Manager | 15333.865 | 6 | 3 | 7 | 2 | 20 | 19 | 16.55 | 2.0 | Standard | 630.24 | 32.965149 | Yes | 14.566559 | 37.607888 | Low_spent_Small_value_payments | 343.607761 | Standard | 346 |
48 | Mechanic | 125788.800 | 5 | 1 | 4 | 1 | 7 | 9 | 7.63 | 0.0 | Good | 1454.08 | 37.005043 | No | 64.064671 | 357.585602 | High_spent_Medium_value_payments | 890.489727 | Good | 305 |
36 | Media_Manager | 87199.020 | 1 | 7 | 7 | 1 | 22 | 12 | 17.13 | 4.0 | Good | 395.46 | 29.964202 | No | 62.100489 | 75.046779 | High_spent_Large_value_payments | 853.811232 | Standard | 0 |
23 | Doctor | 16668.960 | 6 | 3 | 6 | 0 | 29 | 9 | 10.36 | 5.0 | Standard | 1426.06 | 38.819863 | NM | 0.000000 | 113.992019 | Low_spent_Medium_value_payments | 289.415981 | Standard | 0 |
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