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ID | Описание | Дата |
---|---|---|
6ff28d04-e7c3-41b2-b11f-79e27ffc3611 | re-intermediate synergistic action-items | 1996-01-31 |
b5b3dde2-1e87-4403-9749-eac80d674c62 | implement impactful methodologies | 2021-05-21 |
a1427bac-b733-4acf-a454-ad3cfdfe9e74 | morph cross-media interfaces | 2007-06-21 |
ffe2874b-115f-473c-be1e-cb7c494e2b98 | expedite cutting-edge paradigms | 1994-03-02 |
a5cc1cca-c531-4ae8-bd45-fd672e4596c8 | drive plug-and-play e-tailers | 2025-05-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Teacher | 20540.490 | 0 | 4 | 8 | 1 | 3 | 0 | 7.09 | 2.0 | Good | 1118.37 | 27.409537 | No | 8.821660 | 18.185918 | High_spent_Large_value_payments | 398.963173 | Good | 188 |
35 | Media_Manager | 21145.595 | 2 | 7 | 4 | 1 | 6 | 7 | 8.14 | 1.0 | Good | 969.19 | 36.700848 | No | 12.667794 | 63.697625 | High_spent_Small_value_payments | 344.047873 | Poor | 214 |
40 | Entrepreneur | 74499.600 | 6 | 5 | 7 | 4 | 10 | 0 | 8.04 | 8.0 | Standard | 235.27 | 26.418277 | Yes | 171.145712 | 467.393855 | Low_spent_Medium_value_payments | 232.490433 | Standard | 235 |
30 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 17 | 16 | 7.89 | 4.0 | Standard | 843.67 | 25.191407 | Yes | 27.775905 | 42.937521 | Low_spent_Small_value_payments | 345.595282 | Standard | 253 |
14 | Manager | 28312.790 | 3 | 3 | 5 | 3 | 29 | 9 | 16.57 | 6.0 | Standard | 365.77 | 30.129590 | NM | 50.677357 | 179.458691 | Low_spent_Large_value_payments | 296.503869 | Standard | 118 |
49 | Media_Manager | 60725.280 | 3 | 3 | 19 | 1 | 15 | 12 | 11.74 | 8.0 | Standard | 977.18 | 40.396750 | Yes | 37.949095 | 296.510190 | Low_spent_Large_value_payments | 427.584715 | Standard | 232 |
42 | Writer | 28843.090 | 5 | 6 | 15 | 2 | 24 | 17 | 10.55 | 5.0 | Standard | 74.41 | 37.896555 | Yes | 25.783490 | 41.627931 | High_spent_Medium_value_payments | 422.047663 | Standard | 242 |
23 | Architect | 34791.080 | 6 | 6 | 9 | 3 | 26 | 19 | 13.83 | 1.0 | Standard | 1477.48 | 22.356109 | Yes | 85.546617 | 153.731099 | Low_spent_Large_value_payments | 345.847951 | Standard | 349 |
21 | Musician | 25655.230 | 7 | 5 | 6 | 1 | 13 | 17 | 7.30 | 3.0 | Standard | 1115.06 | 33.262577 | Yes | 15.080796 | 117.037875 | Low_spent_Small_value_payments | 366.074912 | Standard | 0 |
32 | Lawyer | 50686.320 | 5 | 4 | 19 | 2 | 30 | 13 | 14.01 | 9.0 | Standard | 145.46 | 38.164445 | Yes | 61.686737 | 302.337870 | Low_spent_Large_value_payments | 351.161393 | Standard | 115 |
20 | Manager | 40216.620 | 0 | 5 | 10 | 2 | 4 | 6 | 8.02 | 0.0 | Good | 323.03 | 33.663227 | No | 41.665473 | 47.563700 | High_spent_Medium_value_payments | 521.809327 | Good | 323 |
33 | Architect | 31641.760 | 5 | 2 | 3 | 0 | 2 | 7 | 7.06 | 1.0 | Good | 1277.70 | 35.503551 | No | 0.000000 | 100.042177 | High_spent_Small_value_payments | 398.839157 | Good | 211 |
56 | Musician | 51150.640 | 8 | 5 | 17 | 3 | 28 | 18 | 19.74 | 2.0 | Standard | 1228.48 | 34.083422 | Yes | 127.249198 | 150.625707 | Low_spent_Small_value_payments | 414.580429 | Standard | 331 |
38 | Architect | 30321.950 | 1 | 2 | 6 | 4 | 13 | 10 | 5.02 | 6.0 | Good | 305.09 | 29.972305 | No | 70.468490 | 135.610026 | Low_spent_Medium_value_payments | 299.104400 | Standard | 210 |
42 | Developer | 16757.525 | 7 | 6 | 10 | 1 | 18 | 17 | 4.41 | 3.0 | Standard | 1483.41 | 35.311031 | No | 13.709880 | 14.702345 | High_spent_Medium_value_payments | 334.733817 | Standard | 201 |
46 | Accountant | 37731.420 | 1 | 6 | 6 | 0 | 24 | 9 | 9.33 | 5.0 | Good | 1204.17 | 25.697809 | No | 0.000000 | 194.150161 | Low_spent_Small_value_payments | 416.478339 | Poor | 244 |
39 | Doctor | 120174.400 | 7 | 4 | 6 | 1 | 19 | 14 | 17.67 | 7.0 | Standard | 828.59 | 41.950317 | Yes | 94.898454 | 313.529544 | High_spent_Medium_value_payments | 843.225335 | Standard | 211 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 27 | 21 | 5.04 | 4.0 | Standard | 1472.05 | 25.119171 | Yes | 31.335362 | 67.383739 | Low_spent_Large_value_payments | 420.176066 | Standard | 389 |
48 | Entrepreneur | 38458.710 | 0 | 3 | 8 | 0 | 6 | 0 | 10.77 | 1.0 | Good | 855.44 | 30.484711 | No | 0.000000 | 133.723335 | High_spent_Small_value_payments | 437.965915 | Poor | 397 |
49 | Developer | 162688.280 | 0 | 5 | 2 | 2 | 17 | 0 | 4.48 | 2.0 | Good | 641.14 | 35.042524 | No | 178.643939 | 467.456167 | Low_spent_Medium_value_payments | 991.935561 | Poor | 383 |
19 | Media_Manager | 78096.390 | 8 | 5 | 10 | 2 | 26 | 12 | 11.51 | 4.0 | Standard | 214.94 | 39.629086 | Yes | 85.916916 | 82.985885 | High_spent_Large_value_payments | 714.900450 | Standard | 237 |
35 | Writer | 33836.130 | 3 | 4 | 6 | 1 | 23 | 13 | 9.97 | 3.0 | Good | 736.71 | 26.689742 | No | 21.129140 | 141.844247 | Low_spent_Small_value_payments | 385.994363 | Poor | 273 |
43 | Scientist | 101785.080 | 6 | 7 | 5 | 0 | 29 | 13 | 13.88 | 7.0 | Standard | 700.20 | 28.831022 | Yes | 0.000000 | 728.970230 | Low_spent_Small_value_payments | 401.238770 | Standard | 207 |
43 | Teacher | 18922.230 | 7 | 7 | 33 | 4 | 57 | 0 | 21.07 | 10.0 | Standard | 1328.22 | 39.072552 | Yes | 39.598026 | 0.000000 | Low_spent_Medium_value_payments | 318.221995 | Standard | 114 |
38 | Entrepreneur | 89446.380 | 4 | 5 | 4 | 3 | 11 | 5 | 11.76 | 7.0 | Good | 123.70 | 30.439312 | No | 198.471366 | 101.266731 | High_spent_Medium_value_payments | 678.148402 | Standard | 399 |
31 | Developer | 125285.320 | 8 | 3 | 19 | 2 | 19 | 12 | 7.85 | 4.0 | Standard | 1356.23 | 40.718840 | NM | 135.333993 | 117.040847 | High_spent_Large_value_payments | 1038.469493 | Good | 136 |
22 | Entrepreneur | 11138.425 | 3 | 7 | 20 | 2 | 8 | 13 | 7.95 | 1.0 | Standard | 878.15 | 28.135243 | Yes | 11.125299 | 37.999446 | High_spent_Medium_value_payments | 291.995462 | Standard | 306 |
41 | Engineer | 11330.965 | 3 | 7 | 7 | 1 | 16 | 20 | 8.01 | 4.0 | Standard | 1154.16 | 33.535335 | No | 5.994046 | 79.064848 | Low_spent_Small_value_payments | 316.465814 | Good | 344 |
38 | Entrepreneur | 63023.180 | 3 | 4 | 5 | 4 | 15 | 8 | 5.08 | 2.0 | Good | 1307.67 | 30.691335 | NM | 157.728738 | 198.106041 | High_spent_Medium_value_payments | 397.058388 | Standard | 358 |
40 | Scientist | 115494.200 | 1 | 3 | 9 | 2 | 7 | 3 | 8.78 | 0.0 | Good | 1335.24 | 30.568932 | No | 106.577978 | 115.048735 | High_spent_Large_value_payments | 964.924954 | Standard | 300 |
20 | Teacher | 34599.800 | 8 | 4 | 16 | 3 | 5 | 17 | 23.53 | 4.0 | Standard | 851.37 | 33.873131 | Yes | 82.516689 | 0.000000 | High_spent_Medium_value_payments | 375.413045 | Standard | 68 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 17 | 6 | 5.00 | 4.0 | Standard | 68.06 | 26.686767 | No | 23.498319 | 58.963098 | High_spent_Medium_value_payments | 355.468416 | Standard | 287 |
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