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ID | Описание | Дата |
---|---|---|
9b2a36b4-22cb-497d-8ced-c67aa954aeda | extend collaborative experiences | 2013-04-01 |
6399b95a-b4da-4654-8f86-852b2e26713f | scale interactive convergence | 2000-01-22 |
915a86fe-dfff-40b2-9255-f69be204b1bd | revolutionize cross-media solutions | 2019-07-08 |
e3b93701-2fb9-43e8-98d9-a79b47e3e099 | implement viral action-items | 2005-09-01 |
25fbf6af-8063-4621-80cf-5e4f3cb1edef | redefine frictionless communities | 2023-12-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Journalist | 31122.790 | 7 | 5 | 12 | 0 | 28 | 20 | 9.75 | 2.0 | Standard | 358.60 | 32.519562 | No | 0.000000 | 57.240722 | High_spent_Large_value_payments | 458.915861 | Standard | 275 |
40 | Manager | 64057.720 | 2 | 5 | 8 | 1 | 5 | 1 | 0.00 | 0.0 | Good | 795.69 | 34.610152 | No | 35.013701 | 271.920500 | Low_spent_Large_value_payments | 471.280132 | Good | 209 |
38 | Lawyer | 31305.260 | 5 | 6 | 11 | 0 | 16 | 19 | 8.27 | 1.0 | Standard | 707.33 | 26.120549 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 414.598659 | Standard | 0 |
53 | Teacher | 20145.525 | 2 | 4 | 6 | 1 | 16 | 0 | 3.66 | 2.0 | Good | 1491.08 | 31.723417 | No | 9.946397 | 57.492207 | Low_spent_Large_value_payments | 342.740771 | Standard | 0 |
47 | Lawyer | 167492.800 | 2 | 4 | 12 | 2 | 2 | 9 | 3.34 | 0.0 | Good | 1471.07 | 37.805709 | No | 161.992218 | 227.654718 | High_spent_Medium_value_payments | 1285.826398 | Good | 323 |
52 | Scientist | 31223.330 | 8 | 3 | 9 | 4 | 29 | 0 | 8.89 | 3.0 | Good | 906.80 | 25.136466 | No | 85.529990 | 201.403221 | Low_spent_Medium_value_payments | 241.561206 | Standard | 372 |
45 | Entrepreneur | 109945.320 | 3 | 3 | 9 | 2 | 25 | 19 | 7.49 | 8.0 | Standard | 709.14 | 31.600536 | Yes | 110.414955 | 939.631659 | Low_spent_Medium_value_payments | 142.164386 | Standard | 68 |
54 | Entrepreneur | 30084.890 | 5 | 5 | 7 | 3 | 12 | 20 | 10.57 | 4.0 | Standard | 115.84 | 37.384391 | Yes | 52.097096 | 24.989247 | High_spent_Large_value_payments | 400.421074 | Standard | 190 |
15 | Teacher | 15971.125 | 6 | 6 | 5 | 4 | 29 | 18 | 11.58 | 5.0 | Standard | 335.98 | 24.657285 | Yes | 44.519677 | 56.074783 | Low_spent_Medium_value_payments | 303.698248 | Standard | 145 |
46 | Entrepreneur | 66341.460 | 5 | 3 | 9 | 4 | 21 | 20 | 3.66 | 1.0 | Standard | 276.50 | 31.403967 | No | 155.455965 | 240.095280 | Low_spent_Large_value_payments | 411.394256 | Standard | 0 |
32 | Lawyer | 67629.140 | 0 | 3 | 10 | 1 | 1 | 2 | 8.69 | 2.0 | Good | 177.03 | 37.197259 | No | 45.550749 | 179.504182 | High_spent_Medium_value_payments | 572.921235 | Standard | 384 |
25 | Accountant | 16063.455 | 8 | 6 | 7 | 2 | 16 | 22 | 15.79 | 8.0 | Standard | 355.79 | 27.675109 | Yes | 22.059651 | 56.233580 | Low_spent_Small_value_payments | 325.968895 | Standard | 192 |
27 | Mechanic | 21498.365 | 3 | 3 | 8 | 4 | 27 | 4 | 9.46 | 2.0 | Good | 488.89 | 29.682243 | No | 49.800524 | 51.269650 | High_spent_Small_value_payments | 321.782868 | Poor | 273 |
49 | Mechanic | 44318.920 | 6 | 6 | 8 | 0 | 9 | 9 | 13.55 | 1.0 | Standard | 1127.35 | 35.225820 | Yes | 0.000000 | 348.383069 | Low_spent_Small_value_payments | 290.741264 | Standard | 342 |
26 | Lawyer | 40031.940 | 7 | 6 | 20 | 6 | 27 | 9 | 19.06 | 8.0 | Standard | 328.83 | 33.941458 | Yes | 180.634783 | 81.930559 | High_spent_Medium_value_payments | 334.834158 | Standard | 218 |
37 | Musician | 15597.310 | 8 | 5 | 9 | 5 | 15 | 20 | 5.30 | 6.0 | Standard | 741.46 | 32.413052 | Yes | 45.804440 | 41.350688 | Low_spent_Medium_value_payments | 338.522455 | Standard | 0 |
55 | Accountant | 34769.180 | 4 | 3 | 3 | 1 | 1 | 3 | 6.77 | 0.0 | Good | 1407.19 | 32.897169 | No | 15.572060 | 251.306325 | Low_spent_Medium_value_payments | 323.864781 | Standard | 270 |
53 | Entrepreneur | 52205.880 | 5 | 6 | 5 | 1 | 31 | 12 | 9.36 | 4.0 | Standard | 203.33 | 36.206435 | Yes | 40.585261 | 177.435062 | Low_spent_Large_value_payments | 486.828677 | Standard | 341 |
44 | Scientist | 15427.215 | 0 | 3 | 8 | 4 | 13 | 4 | 11.22 | 4.0 | Good | 966.45 | 33.888648 | No | 48.816834 | 60.097591 | Low_spent_Small_value_payments | 306.445701 | Standard | 381 |
19 | Accountant | 14888.915 | 5 | 5 | 6 | 1 | 11 | 5 | 0.00 | 4.0 | Good | 903.97 | 39.898368 | No | 6.706015 | 53.589273 | Low_spent_Medium_value_payments | 354.079003 | Poor | 382 |
25 | Entrepreneur | 42664.560 | 4 | 7 | 7 | 2 | 24 | 9 | 8.67 | 0.0 | Good | 967.30 | 34.715366 | No | 54.428045 | 71.722656 | High_spent_Small_value_payments | 503.887299 | Poor | 279 |
40 | Entrepreneur | 33717.920 | 10 | 9 | 17 | 7 | 51 | 15 | 6.03 | 12.0 | Bad | 1298.16 | 25.237524 | Yes | 180.740396 | 0.000000 | Low_spent_Small_value_payments | 213.991574 | Standard | 132 |
31 | Architect | 100791.570 | 2 | 5 | 11 | 1 | 6 | 4 | 11.33 | 0.0 | Good | 1336.44 | 27.363778 | No | 53.083601 | 259.697927 | Low_spent_Medium_value_payments | 810.848222 | Poor | 393 |
41 | Musician | 129299.000 | 1 | 2 | 6 | 0 | 13 | 1 | 4.24 | 1.0 | Good | 736.18 | 42.783475 | No | 0.000000 | 540.010072 | Low_spent_Large_value_payments | 806.581594 | Good | 372 |
51 | Developer | 29368.560 | 5 | 4 | 3 | 2 | 18 | 13 | 6.92 | 4.0 | Good | 169.07 | 39.090074 | No | 39.979623 | 0.000000 | High_spent_Large_value_payments | 393.336904 | Good | 0 |
23 | Manager | 32543.380 | 8 | 5 | 15 | 2 | 18 | 17 | 7.68 | 3.0 | Standard | 639.97 | 38.070964 | Yes | 53.375869 | 25.457188 | High_spent_Large_value_payments | 402.961776 | Standard | 206 |
39 | Manager | 25876.180 | 4 | 6 | 7 | 3 | 0 | 15 | 10.29 | 4.0 | Standard | 71.54 | 36.241526 | No | 37.374350 | 58.293167 | High_spent_Medium_value_payments | 383.667317 | Standard | 260 |
19 | Musician | 24293.220 | 4 | 7 | 14 | 3 | 8 | 18 | 11.66 | 2.0 | Standard | 62.26 | 36.272531 | No | 55.439281 | 161.357433 | Low_spent_Medium_value_payments | 253.846786 | Standard | 257 |
24 | Architect | 15915.045 | 8 | 5 | 12 | 3 | 12 | 14 | 2.71 | 4.0 | Standard | 810.26 | 26.313376 | NM | 25.472819 | 61.818099 | Low_spent_Large_value_payments | 308.334457 | Standard | 360 |
26 | Scientist | 44272.000 | 1 | 5 | 4 | 2 | 30 | 4 | 3.84 | 0.0 | Good | 990.27 | 36.235354 | No | 70.918822 | 67.705160 | High_spent_Large_value_payments | 481.209352 | Poor | 224 |
28 | Entrepreneur | 33604.580 | 3 | 6 | 12 | 3 | 6 | 8 | 3.60 | 0.0 | Good | 509.37 | 31.977088 | No | 79.047578 | 136.462276 | High_spent_Small_value_payments | 343.228312 | Good | 274 |
31 | Writer | 37769.920 | 7 | 4 | 18 | 6 | 26 | 15 | 14.61 | 12.0 | Standard | 196.13 | 32.036387 | Yes | 164.417239 | 185.051955 | Low_spent_Large_value_payments | 238.080139 | Standard | 81 |
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