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ID | Описание | Дата |
---|---|---|
3b1e1971-8bac-4e0a-b144-894f2755de16 | brand cutting-edge applications | 2021-06-08 |
871f0fe8-0fa4-439b-b27a-7c97bb023613 | envisioneer mission-critical solutions | 2001-07-04 |
7c6e2c5f-2706-4a4b-baa3-d37ead337193 | envisioneer holistic deliverables | 2022-03-27 |
7cb171af-422c-48be-b7ba-43fe6574aef7 | envisioneer dot-com web-readiness | 2006-08-13 |
53b1ce7c-28d9-4599-95ee-f6f34ae3fa22 | benchmark viral users | 2007-11-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Lawyer | 50847.22 | 3 | 6 | 17 | 1 | 6 | 19 | 6.40 | 0.0 | Standard | 486.71 | 33.695175 | Yes | 23.783878 | 108.466084 | High_spent_Medium_value_payments | 533.376871 | Standard | 277 |
24 | Teacher | 142152.48 | 6 | 7 | 19 | 0 | 13 | 12 | 11.91 | 1.0 | Standard | 185.70 | 40.220433 | Yes | 0.000000 | 303.494952 | High_spent_Medium_value_payments | 1135.909048 | Standard | 188 |
27 | Mechanic | 55229.64 | 5 | 4 | 5 | 4 | 20 | 0 | 0.00 | 4.0 | Standard | 590.30 | 34.970950 | NM | 124.495827 | 140.923720 | High_spent_Medium_value_payments | 467.927453 | Standard | 354 |
33 | Teacher | 18827.29 | 9 | 6 | 32 | 3 | 31 | 24 | 5.54 | 10.0 | Bad | 1370.06 | 38.222981 | Yes | 43.981191 | 0.000000 | High_spent_Small_value_payments | 267.997226 | Poor | 231 |
39 | Developer | 36791.90 | 6 | 7 | 20 | 3 | 26 | 21 | 1.60 | 4.0 | Standard | 145.60 | 25.751504 | No | 57.301509 | 0.000000 | High_spent_Small_value_payments | 334.806870 | Standard | 286 |
44 | Writer | 31748.41 | 7 | 6 | 14 | 0 | 13 | 11 | 15.28 | 1.0 | Standard | 1134.85 | 34.251831 | Yes | 0.000000 | 167.273146 | Low_spent_Large_value_payments | 361.596938 | Standard | 382 |
42 | Architect | 101029.59 | 3 | 5 | 9 | 3 | 30 | 15 | 7.02 | 5.0 | Standard | 267.98 | 37.050397 | Yes | 192.895013 | 536.936001 | Low_spent_Medium_value_payments | 372.582237 | Standard | 0 |
55 | Musician | 31049.93 | 8 | 4 | 12 | 3 | 27 | 20 | 7.01 | 6.0 | Standard | 1217.19 | 38.847078 | No | 45.802796 | 34.950933 | High_spent_Medium_value_payments | 398.895687 | Standard | 295 |
29 | Writer | 28397.31 | 7 | 4 | 7 | 2 | 30 | 10 | 9.40 | 4.0 | Standard | 1398.33 | 39.658255 | No | 27.767024 | 138.443646 | Low_spent_Large_value_payments | 315.733579 | Standard | 322 |
28 | Scientist | 122490.30 | 1 | 2 | 8 | 0 | 7 | 12 | 0.70 | 2.0 | Good | 874.85 | 39.975858 | No | 0.000000 | 175.553500 | High_spent_Large_value_payments | 1073.499000 | Good | 382 |
24 | Musician | 64996.98 | 3 | 5 | 12 | 2 | 26 | 12 | 19.69 | 6.0 | Standard | 340.81 | 42.018700 | Yes | 97.540603 | 0.000000 | High_spent_Large_value_payments | 577.853845 | Standard | 389 |
19 | Scientist | 79878.52 | 3 | 1 | 7 | 2 | 0 | 9 | 7.42 | 4.0 | Good | 189.33 | 30.811416 | No | 81.169991 | 350.585188 | Low_spent_Medium_value_payments | 501.799154 | Standard | 301 |
43 | Teacher | 41122.99 | 2 | 3 | 7 | 1 | 5 | 0 | 4.15 | 6.0 | Good | 439.94 | 34.606259 | No | 29.876241 | 252.376030 | High_spent_Small_value_payments | 343.939313 | Good | 315 |
55 | Scientist | 35012.78 | 8 | 4 | 9 | 2 | 26 | 15 | 10.06 | 0.0 | Standard | 279.53 | 34.635979 | Yes | 41.408060 | 275.658005 | Low_spent_Large_value_payments | 249.407102 | Standard | 377 |
44 | Engineer | 66940.62 | 3 | 4 | 14 | 4 | 11 | 10 | 19.90 | 6.0 | Standard | 352.97 | 25.299894 | Yes | 164.211367 | 0.000000 | Low_spent_Large_value_payments | 418.738718 | Standard | 377 |
33 | Manager | 94609.02 | 7 | 7 | 7 | 1 | 20 | 9 | 15.07 | 6.0 | Standard | 707.52 | 27.597644 | Yes | 52.857996 | 227.952433 | High_spent_Small_value_payments | 765.298071 | Standard | 353 |
22 | Teacher | 29674.93 | 3 | 4 | 10 | 3 | 6 | 10 | 7.46 | 0.0 | Good | 688.84 | 29.988136 | No | 46.604219 | 84.660150 | High_spent_Medium_value_payments | 386.926714 | Good | 342 |
47 | Architect | 61976.44 | 1 | 5 | 8 | 4 | 1 | 0 | 11.01 | 6.0 | Good | 78.47 | 39.603127 | No | 190.556751 | 164.361590 | High_spent_Medium_value_payments | 397.851993 | Good | 215 |
24 | Doctor | 17366.08 | 6 | 6 | 14 | 1 | 28 | 9 | 0.00 | 4.0 | Standard | 133.38 | 35.404417 | Yes | 12.974549 | 133.320789 | Low_spent_Small_value_payments | 280.221995 | Standard | 0 |
26 | Writer | 36825.11 | 5 | 3 | 9 | 1 | 28 | 12 | 14.86 | 1.0 | Good | 520.36 | 37.622509 | No | 24.319836 | 74.081290 | High_spent_Large_value_payments | 441.374791 | Standard | 224 |
19 | Accountant | 28332.51 | 4 | 4 | 18 | 3 | 13 | 14 | 7.71 | 7.0 | Standard | 667.39 | 23.608186 | Yes | 51.273036 | 174.523587 | Low_spent_Small_value_payments | 317.807627 | Standard | 234 |
26 | Accountant | 36661.93 | 6 | 3 | 10 | 4 | 13 | 20 | 1.16 | 1.0 | Standard | 314.26 | 28.311154 | No | 73.221279 | 160.363681 | High_spent_Small_value_payments | 317.931124 | Standard | 358 |
27 | Writer | 43831.60 | 6 | 7 | 15 | 2 | 18 | 13 | 11.08 | 2.0 | Standard | 1231.16 | 41.336619 | NM | 66.330238 | 0.000000 | High_spent_Large_value_payments | 464.433941 | Standard | 332 |
38 | Doctor | 66554.31 | 4 | 6 | 15 | 3 | 18 | 19 | 3.12 | 5.0 | Standard | 485.70 | 35.042586 | No | 101.923115 | 83.342764 | High_spent_Large_value_payments | 629.153371 | Standard | 229 |
23 | Scientist | 86470.84 | 3 | 4 | 20 | 0 | 15 | 17 | 10.13 | 5.0 | Standard | 211.56 | 38.973604 | Yes | 0.000000 | 177.811332 | High_spent_Small_value_payments | 788.279001 | Standard | 352 |
35 | Architect | 21709.07 | 3 | 4 | 8 | 0 | 8 | 1 | 11.52 | 7.0 | Good | 1047.30 | 28.706664 | No | 0.000000 | 52.431168 | High_spent_Large_value_payments | 395.377749 | Good | 295 |
51 | Journalist | 26779.90 | 7 | 4 | 12 | 4 | 28 | 14 | 7.36 | 1.0 | Good | 680.39 | 40.521958 | No | 56.035540 | 122.721978 | Low_spent_Small_value_payments | 309.908315 | Good | 0 |
30 | Teacher | 24821.36 | 5 | 5 | 7 | 0 | 6 | 20 | 2.25 | 6.0 | Standard | 298.88 | 25.178927 | No | 0.000000 | 131.111601 | Low_spent_Large_value_payments | 349.533065 | Good | 397 |
20 | Manager | 35650.02 | 7 | 4 | 20 | 2 | 23 | 17 | 19.28 | 9.0 | Standard | 770.37 | 34.687386 | Yes | 37.827914 | 76.143772 | High_spent_Medium_value_payments | 405.711813 | Standard | 245 |
33 | Engineer | 33652.17 | 2 | 5 | 8 | 1 | 15 | 10 | 4.07 | 1.0 | Good | 306.53 | 34.208125 | NM | 18.995377 | 53.543885 | High_spent_Medium_value_payments | 437.695488 | Good | 0 |
44 | Entrepreneur | 20227.38 | 7 | 8 | 28 | 6 | 50 | 17 | 2.79 | 8.0 | Bad | 1257.11 | 35.880065 | Yes | 72.864213 | 129.135388 | Low_spent_Medium_value_payments | 229.661900 | Poor | 172 |
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