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| ID | Описание | Дата |
|---|---|---|
| a47ec3c9-c130-43db-bd4f-8a26d06b6eba | unleash innovative experiences | 2025-01-15 |
| ebd17e7b-14df-4057-a065-943517a7deeb | re-contextualize best-of-breed e-tailers | 1978-09-16 |
| a900339c-e463-4428-a969-318456c0fd4d | aggregate intuitive interfaces | 1995-08-15 |
| 7cbf1513-7754-49b1-b878-2179d9e75b8e | evolve sticky vortals | 2002-06-03 |
| f1c2557e-f0dd-45ae-b22a-60fbcdc49671 | iterate wireless e-commerce | 2000-01-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | Developer | 11968.510 | 3 | 4 | 16 | 2 | 20 | 19 | 10.95 | 0.0 | Standard | 685.74 | 31.349809 | No | 18.074485 | 135.976763 | Low_spent_Small_value_payments | 261.386335 | Standard | 302 |
| 25 | Journalist | 7912.495 | 9 | 8 | 29 | 6 | 44 | 0 | 7.69 | 11.0 | Standard | 1494.52 | 39.427914 | NM | 38.293409 | 0.000000 | Low_spent_Small_value_payments | 258.504032 | Poor | 134 |
| 36 | Developer | 110064.330 | 5 | 4 | 5 | 2 | 33 | 19 | 12.08 | 1.0 | Standard | 456.58 | 31.611875 | NM | 136.940983 | 146.995719 | High_spent_Large_value_payments | 865.566048 | Standard | 262 |
| 29 | Accountant | 44913.340 | 2 | 1 | 5 | 0 | 13 | 4 | 0.57 | 0.0 | Good | 552.97 | 30.375672 | No | 0.000000 | 156.179286 | High_spent_Small_value_payments | 451.898548 | Good | 375 |
| 43 | Teacher | 13613.385 | 7 | 6 | 11 | 0 | 0 | 0 | 19.83 | 5.0 | Standard | 506.93 | 33.807496 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 338.036001 | Standard | 200 |
| 45 | Scientist | 33381.680 | 8 | 3 | 8 | 5 | 6 | 14 | 17.94 | 7.0 | Standard | 1403.84 | 27.139660 | Yes | 114.727546 | 119.941182 | High_spent_Small_value_payments | 273.611939 | Standard | 135 |
| 23 | Mechanic | 20929.340 | 7 | 6 | 10 | 3 | 13 | 8 | 8.28 | 8.0 | Standard | 695.45 | 29.504780 | Yes | 45.442672 | 58.692627 | Low_spent_Large_value_payments | 349.675868 | Standard | 167 |
| 42 | Lawyer | 16544.455 | 1 | 3 | 11 | 0 | 13 | 4 | 5.31 | 1.0 | Good | 217.92 | 34.242186 | No | 98.375361 | 123.557927 | Low_spent_Small_value_payments | 287.412531 | Standard | 0 |
| 34 | Media_Manager | 62168.040 | 3 | 6 | 13 | 4 | 12 | 17 | 11.46 | 4.0 | Standard | 135.72 | 27.649669 | NM | 177.214185 | 71.972838 | High_spent_Medium_value_payments | 523.279977 | Standard | 191 |
| 31 | Media_Manager | 17004.860 | 10 | 10 | 18 | 2 | 24 | 19 | 3.49 | 8.0 | Bad | 1261.59 | 31.567574 | Yes | 25.022769 | 52.485153 | Low_spent_Large_value_payments | 315.599245 | Poor | 152 |
| 29 | Architect | 37580.340 | 5 | 2 | 7 | 4 | 4 | 13 | 8.88 | 2.0 | Good | 471.32 | 22.850018 | No | 93.474333 | 227.675398 | Low_spent_Medium_value_payments | 242.519769 | Good | 377 |
| 54 | Entrepreneur | 33642.070 | 7 | 3 | 12 | 2 | 24 | 5 | 4.14 | 8.0 | Standard | 696.57 | 31.332979 | No | 29.563932 | 167.153412 | Low_spent_Small_value_payments | 344.233239 | Standard | 273 |
| 20 | Musician | 35361.270 | 4 | 6 | 7 | 0 | 14 | 2 | 5.91 | 5.0 | Good | 982.38 | 33.254650 | No | 0.000000 | 199.197555 | High_spent_Small_value_payments | 372.079695 | Standard | 0 |
| 35 | Mechanic | 106030.050 | 7 | 3 | 14 | 3 | 12 | 14 | 9.51 | 8.0 | Standard | 136.53 | 25.984252 | Yes | 136.493245 | 287.230982 | High_spent_Medium_value_payments | 689.159523 | Standard | 124 |
| 24 | Lawyer | 43608.180 | 8 | 8 | 23 | 6 | 28 | 19 | 14.05 | 7.0 | Bad | 1492.88 | 23.872514 | Yes | 169.542099 | 200.019687 | Low_spent_Large_value_payments | 253.539714 | Poor | 240 |
| 26 | Accountant | 28582.040 | 2 | 5 | 10 | 3 | 4 | 1 | 6.81 | 1.0 | Good | 299.80 | 32.723216 | No | 41.460455 | 82.276955 | High_spent_Medium_value_payments | 336.646256 | Good | 190 |
| 21 | Accountant | 159958.320 | 5 | 3 | 10 | 1 | 4 | 4 | 9.51 | 7.0 | Good | 803.57 | 37.742698 | No | 114.939707 | 509.990081 | High_spent_Small_value_payments | 951.256213 | Standard | 0 |
| 47 | Manager | 31280.630 | 8 | 4 | 11 | 1 | 16 | 8 | 4.15 | 8.0 | Standard | 385.83 | 33.594655 | Yes | 21.397139 | 82.484914 | High_spent_Medium_value_payments | 396.089863 | Standard | 303 |
| 40 | Musician | 70154.850 | 8 | 5 | 18 | 2 | 27 | 8 | 19.23 | 0.0 | Standard | 487.42 | 42.335099 | NM | 92.888270 | 51.510408 | High_spent_Large_value_payments | 665.225072 | Standard | 0 |
| 44 | Architect | 77565.570 | 3 | 5 | 8 | 3 | 12 | 18 | 16.80 | 1.0 | Good | 509.87 | 30.467132 | No | 118.670598 | 0.000000 | Low_spent_Large_value_payments | 630.354355 | Good | 394 |
| 52 | Entrepreneur | 17127.300 | 8 | 7 | 6 | 2 | 12 | 11 | 3.25 | 0.0 | Good | 957.51 | 39.140832 | NM | 18.437479 | 0.000000 | Low_spent_Medium_value_payments | 286.706791 | Good | 346 |
| 18 | Media_Manager | 38992.570 | 3 | 3 | 3 | 0 | 7 | 6 | 4.23 | 3.0 | Good | 1059.46 | 25.146636 | No | 0.000000 | 102.921810 | Low_spent_Large_value_payments | 481.516273 | Good | 303 |
| 46 | Teacher | 14842.650 | 8 | 5 | 8 | 2 | 26 | 9 | 11.22 | 6.0 | Standard | 1086.11 | 37.641983 | Yes | 15.346410 | 123.708421 | Low_spent_Small_value_payments | 256.333920 | Standard | 272 |
| 17 | Doctor | 34888.640 | 5 | 5 | 20 | 3 | 24 | 14 | 17.08 | 4.0 | Standard | 817.60 | 39.374888 | Yes | 46.091697 | 31.504809 | High_spent_Medium_value_payments | 449.542161 | Standard | 102 |
| 53 | Mechanic | 17250.520 | 1 | 6 | 10 | 3 | 15 | 2 | 4.86 | 1.0 | Good | 1308.31 | 31.052132 | No | 24.325882 | 191.911807 | Low_spent_Small_value_payments | 242.016644 | Poor | 357 |
| 22 | Musician | 37968.010 | 2 | 5 | 5 | 3 | 18 | 5 | 4.61 | 1.0 | Good | 745.43 | 35.055259 | No | 65.017491 | 402.105434 | Low_spent_Small_value_payments | 141.877158 | Standard | 218 |
| 39 | Manager | 97714.470 | 1 | 6 | 9 | 0 | 4 | 0 | 4.74 | 9.0 | Good | 613.07 | 32.188490 | No | 0.000000 | 126.583533 | High_spent_Large_value_payments | 923.803717 | Standard | 391 |
| 44 | Writer | 66287.280 | 4 | 3 | 8 | 0 | 12 | 0 | 8.99 | 8.0 | Standard | 748.48 | 30.662402 | Yes | 0.000000 | 294.133769 | High_spent_Small_value_payments | 517.260231 | Standard | 362 |
| 21 | Accountant | 88275.180 | 8 | 4 | 7 | 2 | 9 | 8 | 18.42 | 6.0 | Standard | 141.75 | 35.403972 | Yes | 140.572818 | 534.102023 | Low_spent_Medium_value_payments | 366.051659 | Standard | 280 |
| 23 | Musician | 29074.200 | 8 | 6 | 5 | 4 | 16 | 0 | 23.45 | 3.0 | Standard | 867.27 | 30.750143 | Yes | 52.507950 | 124.818328 | Low_spent_Small_value_payments | 372.258721 | Standard | 367 |
| 28 | Engineer | 51324.820 | 7 | 3 | 11 | 1 | 22 | 13 | 7.49 | 12.0 | Standard | 138.16 | 33.882944 | Yes | 28.735662 | 436.517268 | Low_spent_Medium_value_payments | 249.753903 | Standard | 0 |
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