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ID | Описание | Дата |
---|---|---|
400f3678-b608-469f-84ae-55843fdf7fe1 | evolve world-class models | 2007-07-19 |
0a74f38b-437f-46b9-aad8-761b3c1d8f39 | transition wireless methodologies | 2013-05-02 |
ae9bf8a8-07b2-4cc9-be5e-1e73b99df718 | incubate scalable systems | 1977-12-18 |
9f796109-00ce-497c-a0ef-28b26dddd4dc | deploy B2C technologies | 2024-10-22 |
31deef24-be84-4b88-ac91-6fe82cd6ce13 | implement integrated functionalities | 1972-06-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 | Writer | 39800.120 | 7 | 5 | 12 | 3 | 17 | 0 | 0.00 | 4.0 | Standard | 660.69 | 26.019210 | Yes | 58.487657 | 169.863083 | Low_spent_Medium_value_payments | 356.416927 | Standard | 214 |
16 | Mechanic | 101500.920 | 4 | 6 | 14 | 2 | 29 | 18 | 13.37 | 6.0 | Standard | 835.46 | 44.156248 | Yes | 141.545706 | 0.000000 | High_spent_Large_value_payments | 857.350360 | Poor | 189 |
35 | Architect | 40206.260 | 3 | 3 | 15 | 1 | 24 | 10 | 11.98 | 3.0 | Standard | 736.97 | 31.952865 | Yes | 17.787342 | 143.221073 | High_spent_Medium_value_payments | 444.243752 | Standard | 369 |
40 | Scientist | 44941.950 | 4 | 6 | 3 | 1 | 0 | 7 | 4.32 | 7.0 | Good | 1150.28 | 38.809322 | NM | 22.434725 | 162.677616 | High_spent_Medium_value_payments | 459.503909 | Good | 373 |
34 | Journalist | 19562.470 | 3 | 3 | 9 | 3 | 5 | 12 | 19.35 | 7.0 | Standard | 712.22 | 39.376752 | Yes | 30.784138 | 95.895615 | Low_spent_Large_value_payments | 314.640831 | Standard | 106 |
33 | Architect | 17914.240 | 6 | 6 | 11 | 5 | 25 | 7 | 11.98 | 5.0 | Standard | 703.21 | 32.421758 | Yes | 65.914626 | 220.330164 | Low_spent_Small_value_payments | 178.240544 | Standard | 118 |
20 | Scientist | 24238.030 | 8 | 7 | 12 | 1 | 18 | 10 | 3.10 | 8.0 | Standard | 349.88 | 30.973233 | No | 15.195010 | 130.459705 | High_spent_Small_value_payments | 328.228868 | Standard | 270 |
48 | Developer | 26025.940 | 8 | 7 | 7 | 0 | 30 | 19 | 9.23 | 1.0 | Standard | 669.99 | 37.709988 | Yes | 0.000000 | 144.033344 | Low_spent_Small_value_payments | 368.149489 | Poor | 281 |
24 | Lawyer | 24458.570 | 4 | 4 | 8 | 2 | 19 | 8 | 6.12 | 2.0 | Standard | 213.33 | 34.185417 | No | 29.790433 | 80.003830 | High_spent_Medium_value_payments | 367.327154 | Standard | 0 |
28 | Writer | 104075.520 | 3 | 5 | 7 | 1 | 14 | 16 | 8.45 | 9.0 | Standard | 1371.49 | 42.302927 | Yes | 73.116697 | 251.003219 | High_spent_Medium_value_payments | 800.476084 | Standard | 241 |
45 | Developer | 59873.880 | 3 | 5 | 9 | 3 | 0 | 1 | 10.11 | 3.0 | Good | 1017.45 | 27.241645 | NM | 117.107326 | 135.934209 | High_spent_Medium_value_payments | 480.607465 | Standard | 210 |
19 | Developer | 31408.150 | 5 | 3 | 18 | 2 | 6 | 19 | 19.13 | 7.0 | Standard | 1408.66 | 23.876501 | Yes | 30.791883 | 94.432224 | Low_spent_Small_value_payments | 425.710476 | Poor | 247 |
30 | Engineer | 39418.470 | 5 | 4 | 1 | 3 | 5 | 2 | 5.56 | 0.0 | Good | 517.87 | 26.868885 | No | 69.726183 | 190.914935 | Low_spent_Small_value_payments | 339.346132 | Good | 344 |
23 | Teacher | 46422.100 | 8 | 6 | 9 | 2 | 18 | 10 | 3.50 | 0.0 | Standard | 832.68 | 24.233743 | No | 66.490890 | 535.993316 | Low_spent_Small_value_payments | 96.066628 | Standard | 280 |
45 | Writer | 56705.700 | 3 | 6 | 5 | 2 | 2 | 8 | 0.00 | 4.0 | Good | 207.43 | 35.660388 | NM | 61.275218 | 209.285931 | High_spent_Medium_value_payments | 474.986351 | Standard | 209 |
18 | Teacher | 14020.860 | 2 | 3 | 9 | 0 | 13 | 8 | 11.26 | 2.0 | Good | 1360.50 | 24.068234 | No | 0.000000 | 43.462689 | High_spent_Medium_value_payments | 330.677811 | Standard | 211 |
30 | Lawyer | 54650.720 | 5 | 3 | 5 | 0 | 13 | 18 | 18.44 | 4.0 | Standard | 675.51 | 37.008729 | Yes | 0.000000 | 70.576037 | High_spent_Medium_value_payments | 639.146630 | Standard | 196 |
36 | Musician | 125155.200 | 1 | 4 | 9 | 3 | 21 | 7 | 10.70 | 2.0 | Good | 50.83 | 30.562432 | No | 169.627228 | 134.959842 | High_spent_Large_value_payments | 958.572931 | Poor | 318 |
29 | Entrepreneur | 106839.090 | 0 | 1 | 5 | 2 | 14 | 11 | 9.96 | 4.0 | Good | 1138.94 | 41.876873 | No | 105.418561 | 302.906206 | High_spent_Small_value_payments | 753.500982 | Good | 371 |
24 | Lawyer | 117201.390 | 5 | 1 | 5 | 1 | 13 | 3 | 8.33 | 3.0 | Good | 1453.22 | 24.291381 | No | 57.736380 | 709.073185 | Low_spent_Medium_value_payments | 484.468685 | Good | 341 |
18 | Journalist | 62200.600 | 10 | 6 | 34 | 2 | 52 | 21 | 2.54 | 7.0 | Bad | 1309.87 | 32.082783 | Yes | 52.614221 | 44.525372 | High_spent_Large_value_payments | 653.298740 | Poor | 187 |
23 | Accountant | 14702.050 | 5 | 4 | 19 | 4 | 29 | 18 | 15.00 | 6.0 | Standard | 844.25 | 27.260141 | Yes | 83.395483 | 49.737833 | Low_spent_Large_value_payments | 300.393630 | Good | 166 |
21 | Manager | 26454.210 | 7 | 4 | 8 | 4 | 14 | 10 | 16.66 | 6.0 | Standard | 32.11 | 25.214150 | Yes | 86.987329 | 119.394618 | Low_spent_Medium_value_payments | 293.669804 | Standard | 202 |
53 | Developer | 116058.440 | 7 | 3 | 18 | 2 | 12 | 11 | 12.20 | 4.0 | Standard | 244.28 | 35.520579 | No | 100.308261 | 72.173842 | High_spent_Large_value_payments | 1017.871564 | Standard | 201 |
23 | Engineer | 88905.000 | 6 | 7 | 11 | 2 | 11 | 12 | 0.58 | 3.0 | Standard | 971.83 | 23.264737 | Yes | 132.552578 | 880.566344 | Low_spent_Small_value_payments | 0.000000 | Standard | 0 |
50 | Engineer | 43995.950 | 4 | 3 | 11 | 0 | 7 | 6 | 4.83 | 5.0 | Good | 1233.56 | 27.187196 | No | 0.000000 | 165.477296 | High_spent_Small_value_payments | 437.755621 | Poor | 333 |
45 | Accountant | 10482.625 | 3 | 4 | 12 | 7 | 8 | 13 | 13.47 | 6.0 | Standard | 144.95 | 32.047256 | Yes | 61.002025 | 33.528996 | High_spent_Small_value_payments | 256.724187 | Standard | 166 |
19 | Architect | 29175.030 | 0 | 3 | 1 | 0 | 8 | 7 | 11.95 | 2.0 | Good | 1435.39 | 28.886613 | No | 0.000000 | 131.298349 | Low_spent_Small_value_payments | 373.926901 | Good | 231 |
32 | Entrepreneur | 88574.430 | 4 | 5 | 2 | 1 | 14 | 9 | 10.65 | 4.0 | Good | 1451.63 | 33.716802 | No | 40.533093 | 82.949131 | High_spent_Large_value_payments | 858.238026 | Standard | 195 |
47 | Journalist | 19277.130 | 0 | 1 | 11 | 1 | 6 | 13 | 4.45 | 5.0 | Good | 935.74 | 39.985425 | No | 8.039939 | 41.864082 | High_spent_Medium_value_payments | 389.238729 | Standard | 266 |
25 | Accountant | 36722.380 | 7 | 6 | 20 | 0 | 10 | 11 | 7.21 | 1.0 | Standard | 366.90 | 38.601399 | Yes | 0.000000 | 103.619072 | Low_spent_Medium_value_payments | 466.900762 | Standard | 186 |
33 | Accountant | 82647.690 | 3 | 4 | 9 | 3 | 27 | 11 | 17.57 | 7.0 | Standard | 1485.52 | 30.430220 | Yes | 186.255392 | 197.122362 | Low_spent_Medium_value_payments | 593.352996 | Standard | 179 |
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