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| ID | Описание | Дата |
|---|---|---|
| 7556a72a-8b2f-45b8-8fa8-2df8edf1dfff | maximize front-end e-commerce | 1993-03-14 |
| ae795ccf-6469-4483-93ee-942f102423fe | drive virtual mindshare | 1990-01-19 |
| 5d03beb9-fa51-40b9-9476-3f69a91bbd88 | reinvent impactful paradigms | 1980-12-22 |
| be1b683d-7303-4ae2-b155-0e9775ba9ea3 | synthesize cross-platform users | 1971-01-13 |
| 85a69d7f-0ed6-4125-b417-3822b1bb0654 | mesh scalable users | 2014-03-03 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | Doctor | 35376.320 | 8 | 3 | 19 | 3 | 12 | 15 | 15.14 | 7.0 | Standard | 1166.47 | 30.240807 | Yes | 58.216670 | 126.154315 | Low_spent_Large_value_payments | 357.331682 | Standard | 222 |
| 36 | Engineer | 32901.790 | 4 | 5 | 1 | 1 | 9 | 10 | 5.89 | 0.0 | Good | 798.71 | 40.572755 | No | 19.324081 | 28.731155 | High_spent_Medium_value_payments | 456.926347 | Standard | 313 |
| 34 | Lawyer | 31741.570 | 4 | 4 | 15 | 1 | 23 | 8 | 0.00 | 7.0 | Standard | 1231.17 | 40.467119 | Yes | 16.904101 | 253.762639 | Low_spent_Small_value_payments | 305.146344 | Standard | 386 |
| 35 | Manager | 33177.950 | 5 | 4 | 17 | 4 | 21 | 20 | 8.12 | 5.0 | Standard | 261.12 | 23.843336 | No | 61.099413 | 20.136052 | High_spent_Large_value_payments | 447.947452 | Good | 0 |
| 48 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 30 | 14 | 15.71 | 2.0 | Standard | 328.70 | 28.444364 | Yes | 88.018628 | 40.999112 | High_spent_Medium_value_payments | 341.060426 | Standard | 301 |
| 41 | Doctor | 85272.060 | 1 | 3 | 5 | 1 | 12 | 10 | 4.93 | 0.0 | Good | 919.31 | 39.419361 | No | 36.570539 | 583.824635 | Low_spent_Large_value_payments | 377.205326 | Good | 0 |
| 52 | Engineer | 75893.070 | 6 | 5 | 1 | 0 | 21 | 16 | 3.37 | 1.0 | Good | 500.47 | 42.390162 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 675.502120 | Good | 233 |
| 39 | Writer | 34763.330 | 7 | 5 | 8 | 2 | 15 | 17 | 7.50 | 5.0 | Standard | 856.97 | 37.985374 | Yes | 44.582358 | 111.929862 | High_spent_Medium_value_payments | 384.282197 | Standard | 223 |
| 40 | Architect | 72608.320 | 5 | 6 | 9 | 1 | 0 | 8 | 9.78 | 2.0 | Good | 339.20 | 37.410713 | No | 43.569615 | 76.102489 | High_spent_Large_value_payments | 705.897229 | Poor | 299 |
| 53 | Architect | 40457.960 | 0 | 6 | 6 | 0 | 33 | 6 | 5.86 | 0.0 | Good | 340.15 | 24.256986 | No | 0.000000 | 215.889518 | High_spent_Small_value_payments | 363.860149 | Poor | 258 |
| 17 | Entrepreneur | 19559.450 | 5 | 4 | 20 | 4 | 14 | 20 | 13.77 | 5.0 | Standard | 1115.06 | 35.504135 | Yes | 38.287217 | 51.357364 | High_spent_Medium_value_payments | 326.950836 | Standard | 228 |
| 42 | Scientist | 17758.440 | 8 | 3 | 13 | 1 | 15 | 0 | 9.64 | 4.0 | Standard | 908.52 | 33.885665 | Yes | 11.666972 | 84.167247 | Low_spent_Medium_value_payments | 324.552781 | Standard | 275 |
| 30 | Developer | 165333.720 | 1 | 3 | 8 | 2 | 16 | 1 | 10.46 | 3.0 | Good | 868.51 | 39.033252 | No | 189.466210 | 449.174042 | High_spent_Small_value_payments | 1008.140748 | Good | 295 |
| 50 | Developer | 35871.340 | 4 | 5 | 5 | 1 | 10 | 1 | 9.48 | 4.0 | Good | 525.01 | 38.117654 | NM | 25.049160 | 106.458360 | High_spent_Medium_value_payments | 432.720313 | Good | 0 |
| 43 | Teacher | 12291.445 | 5 | 5 | 6 | 3 | 33 | 15 | 18.49 | 4.0 | Standard | 1257.59 | 29.071927 | Yes | 21.867692 | 88.509778 | Low_spent_Small_value_payments | 271.951238 | Standard | 0 |
| 22 | Architect | 33911.020 | 3 | 5 | 14 | 1 | 12 | 6 | 7.71 | 6.0 | Standard | 459.16 | 37.182793 | No | 23.701338 | 85.088850 | Low_spent_Large_value_payments | 461.201645 | Standard | 0 |
| 56 | Media_Manager | 60422.060 | 6 | 7 | 11 | 2 | 20 | 10 | 12.44 | 2.0 | Standard | 194.58 | 37.773901 | Yes | 79.008068 | 125.004304 | High_spent_Medium_value_payments | 532.304795 | Standard | 358 |
| 43 | Media_Manager | 24688.880 | 8 | 4 | 9 | 1 | 23 | 15 | 11.74 | 3.0 | Standard | 1014.83 | 27.319607 | No | 10.869317 | 56.952436 | High_spent_Large_value_payments | 397.818913 | Standard | 0 |
| 26 | Accountant | 94031.700 | 8 | 4 | 13 | 2 | 15 | 19 | 8.17 | 5.0 | Standard | 147.52 | 26.809876 | No | 120.455060 | 1064.618017 | Low_spent_Small_value_payments | 0.000000 | Good | 294 |
| 20 | Journalist | 16212.015 | 6 | 5 | 15 | 0 | 15 | 13 | 3.31 | 3.0 | Standard | 1400.27 | 28.178180 | No | 0.000000 | 32.833337 | Low_spent_Medium_value_payments | 369.766788 | Standard | 312 |
| 30 | Developer | 33498.800 | 1 | 3 | 10 | 1 | 19 | 8 | 0.63 | 4.0 | Good | 787.72 | 28.502033 | No | 27.364965 | 157.756554 | Low_spent_Large_value_payments | 341.635148 | Poor | 365 |
| 20 | Lawyer | 26460.700 | 6 | 6 | 10 | 4 | 16 | 19 | 11.21 | 5.0 | Standard | 1378.46 | 25.884040 | Yes | 49.036257 | 226.336066 | Low_spent_Small_value_payments | 244.133510 | Poor | 368 |
| 25 | Lawyer | 70446.630 | 4 | 3 | 11 | 0 | 12 | 20 | 10.61 | 2.0 | Standard | 1322.25 | 26.509108 | No | 0.000000 | 478.209330 | Low_spent_Small_value_payments | 401.845920 | Standard | 201 |
| 38 | Accountant | 40925.460 | 5 | 5 | 31 | 2 | 30 | 10 | 14.12 | 12.0 | Standard | 1490.42 | 28.378588 | Yes | 63.995119 | 65.434415 | High_spent_Large_value_payments | 425.815966 | Standard | 195 |
| 23 | Writer | 77253.540 | 2 | 7 | 12 | 2 | 13 | 5 | 4.28 | 4.0 | Good | 565.23 | 32.516830 | No | 85.983230 | 0.000000 | Low_spent_Small_value_payments | 299.590952 | Standard | 245 |
| 39 | Entrepreneur | 36115.920 | 0 | 7 | 9 | 3 | 16 | 5 | 6.02 | 3.0 | Good | 886.95 | 38.279778 | No | 78.052255 | 189.339550 | Low_spent_Large_value_payments | 274.274195 | Good | 279 |
| 51 | Engineer | 33413.880 | 5 | 7 | 10 | 3 | 22 | 7 | 19.75 | 4.0 | Standard | 1270.74 | 31.899982 | Yes | 46.399587 | 338.314365 | Low_spent_Small_value_payments | 182.335048 | Standard | 262 |
| 42 | Architect | 112308.390 | 2 | 5 | 9 | 2 | 3 | 6 | 3.04 | 1.0 | Good | 666.31 | 34.218198 | NM | 128.694791 | 157.415527 | High_spent_Large_value_payments | 918.092932 | Standard | 202 |
| 20 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 27 | 12 | 5.35 | 3.0 | Good | 742.09 | 32.981409 | No | 75.399386 | 0.000000 | High_spent_Small_value_payments | 813.344722 | Poor | 196 |
| 55 | Engineer | 11249.150 | 3 | 3 | 12 | 1 | 15 | 0 | 10.02 | 4.0 | Good | 612.08 | 21.995849 | NM | 8.092135 | 25.214543 | High_spent_Medium_value_payments | 315.136239 | Good | 315 |
| 23 | Musician | 25656.050 | 4 | 4 | 10 | 0 | 22 | 10 | 8.30 | 1.0 | Standard | 1084.02 | 29.026211 | Yes | 0.000000 | 87.216622 | Low_spent_Large_value_payments | 423.483795 | Standard | 231 |
| 33 | Writer | 30053.320 | 7 | 8 | 29 | 7 | 18 | 19 | 14.96 | 7.0 | Bad | 1300.78 | 23.813645 | Yes | 130.464282 | 60.851664 | High_spent_Medium_value_payments | 284.128387 | Poor | 154 |
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