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| ID | Описание | Дата |
|---|---|---|
| 6d281a86-bbbf-49c7-9288-bd518bbf53e5 | matrix real-time markets | 2022-06-12 |
| cb1a57c4-7428-4072-a229-47b7fc844b01 | integrate bricks-and-clicks content | 1976-07-15 |
| db25afba-6e00-40f3-be1b-9cafa5d05bd8 | evolve cross-media experiences | 1979-03-01 |
| 51f37d7a-72a1-4a94-824b-6edf983c533b | engineer B2C platforms | 2017-06-17 |
| cf87eedd-c636-497d-97b0-317f1073419d | aggregate B2B markets | 1992-09-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47 | Mechanic | 48411.240 | 8 | 3 | 3 | 4 | 17 | 14 | 4.04 | 1.0 | Good | 821.27 | 32.374931 | No | 82.221471 | 152.923760 | High_spent_Medium_value_payments | 445.481769 | Standard | 222 |
| 40 | Manager | 123847.040 | 1 | 4 | 7 | 2 | 7 | 8 | 11.05 | 0.0 | Good | 1417.89 | 27.731703 | No | 116.774090 | 765.334137 | Low_spent_Medium_value_payments | 453.450439 | Good | 0 |
| 28 | Doctor | 45139.080 | 7 | 9 | 19 | 6 | 16 | 21 | 13.16 | 11.0 | Bad | 1419.66 | 30.783394 | Yes | 153.446082 | 136.016770 | Low_spent_Large_value_payments | 334.096148 | Poor | 0 |
| 48 | Engineer | 77480.730 | 4 | 6 | 4 | 2 | 10 | 17 | 8.28 | 8.0 | Good | 1311.24 | 34.353975 | NM | 127.185567 | 82.167388 | High_spent_Large_value_payments | 663.219795 | Good | 349 |
| 45 | Developer | 62565.600 | 8 | 8 | 24 | 4 | 17 | 21 | 6.94 | 8.0 | Bad | 1401.39 | 36.614358 | NM | 146.363619 | 200.383146 | High_spent_Medium_value_payments | 411.933235 | Poor | 177 |
| 28 | Developer | 23459.450 | 8 | 5 | 9 | 2 | 13 | 10 | 3.56 | 5.0 | Standard | 264.07 | 24.986287 | Yes | 26.607830 | 121.254090 | Low_spent_Small_value_payments | 354.333496 | Poor | 303 |
| 43 | Media_Manager | 73910.610 | 3 | 7 | 12 | 0 | 23 | 18 | 10.18 | 2.0 | Standard | 1469.17 | 34.167792 | Yes | 0.000000 | 229.575877 | High_spent_Medium_value_payments | 619.945873 | Standard | 227 |
| 36 | Architect | 119889.750 | 1 | 3 | 6 | 1 | 11 | 2 | 11.27 | 2.0 | Good | 489.86 | 40.765860 | No | 71.192727 | 670.091195 | Low_spent_Medium_value_payments | 556.197329 | Good | 199 |
| 43 | Teacher | 142475.320 | 8 | 5 | 11 | 2 | 23 | 18 | 1.65 | 1.0 | Good | 628.57 | 34.234596 | No | 124.400007 | 108.037934 | High_spent_Large_value_payments | 1208.956392 | Standard | 366 |
| 56 | Entrepreneur | 29490.490 | 2 | 4 | 6 | 4 | 11 | 6 | 8.41 | 6.0 | Good | 591.33 | 36.227909 | NM | 90.930735 | 117.604414 | Low_spent_Medium_value_payments | 296.018935 | Standard | 378 |
| 35 | Writer | 41547.990 | 0 | 7 | 8 | 3 | 19 | 8 | 11.38 | 2.0 | Good | 1156.82 | 34.549624 | No | 78.799975 | 0.000000 | Low_spent_Small_value_payments | 397.715997 | Poor | 0 |
| 33 | Lawyer | 20040.640 | 3 | 6 | 9 | 2 | 17 | 10 | 10.68 | 5.0 | Good | 1255.55 | 23.236248 | No | 32.718287 | 95.143763 | Low_spent_Medium_value_payments | 302.943283 | Poor | 392 |
| 42 | Architect | 29062.920 | 6 | 3 | 8 | 1 | 27 | 14 | 13.94 | 4.0 | Standard | 50.19 | 35.362659 | Yes | 14.516223 | 157.311041 | High_spent_Small_value_payments | 320.063736 | Standard | 244 |
| 25 | Accountant | 63010.840 | 1 | 5 | 6 | 1 | 16 | 12 | 8.19 | 1.0 | Good | 180.51 | 34.309964 | No | 34.692736 | 114.950272 | High_spent_Large_value_payments | 645.447325 | Standard | 0 |
| 31 | Developer | 35452.340 | 7 | 6 | 12 | 2 | 25 | 0 | 19.97 | 7.0 | Standard | 1442.31 | 33.909407 | Yes | 46.376753 | 196.780320 | Low_spent_Small_value_payments | 367.779094 | Standard | 189 |
| 18 | Accountant | 16310.840 | 7 | 6 | 8 | 4 | 7 | 16 | 5.29 | 3.0 | Standard | 217.40 | 24.599361 | No | 35.569760 | 106.226415 | Low_spent_Small_value_payments | 281.527491 | Standard | 261 |
| 48 | Scientist | 78749.900 | 0 | 5 | 5 | 2 | 10 | 5 | 1.17 | 4.0 | Good | 807.52 | 32.587943 | No | 129.554089 | 534.554446 | Low_spent_Small_value_payments | 269.240631 | Good | 261 |
| 27 | Journalist | 86210.790 | 8 | 7 | 12 | 0 | 28 | 10 | 9.96 | 2.0 | Standard | 587.61 | 26.787808 | NM | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 657.542173 | Standard | 375 |
| 51 | Musician | 34640.230 | 6 | 4 | 10 | 1 | 12 | 9 | 13.10 | 2.0 | Standard | 714.20 | 31.175892 | Yes | 26.838084 | 131.758338 | Low_spent_Medium_value_payments | 411.172161 | Standard | 268 |
| 50 | Accountant | 67691.120 | 5 | 3 | 1 | 1 | 5 | 3 | 2.23 | 4.0 | Good | 176.43 | 32.991553 | No | 34.987237 | 0.000000 | High_spent_Medium_value_payments | 721.612464 | Poor | 234 |
| 42 | Entrepreneur | 32265.260 | 4 | 4 | 18 | 4 | 21 | 9 | 10.17 | 4.0 | Standard | 105.11 | 26.498310 | Yes | 64.446336 | 295.727605 | Low_spent_Small_value_payments | 197.203226 | Standard | 247 |
| 55 | Doctor | 49217.680 | 7 | 3 | 5 | 0 | 18 | 11 | 9.88 | 5.0 | Standard | 1140.58 | 37.662187 | NM | 0.000000 | 0.000000 | High_spent_Large_value_payments | 626.169145 | Standard | 217 |
| 43 | Developer | 69571.300 | 5 | 7 | 2 | 0 | 10 | 3 | 7.98 | 5.0 | Good | 36.92 | 38.548645 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 528.970923 | Standard | 275 |
| 26 | Architect | 31615.000 | 7 | 4 | 5 | 4 | 12 | 0 | 15.31 | 6.0 | Standard | 330.21 | 36.121714 | Yes | 66.634887 | 297.111085 | Low_spent_Small_value_payments | 192.012361 | Standard | 0 |
| 28 | Doctor | 33999.480 | 8 | 3 | 20 | 0 | 29 | 13 | 17.08 | 6.0 | Standard | 1373.82 | 24.562986 | Yes | 0.000000 | 187.257648 | Low_spent_Small_value_payments | 375.771352 | Standard | 256 |
| 43 | Developer | 132387.520 | 3 | 5 | 5 | 2 | 2 | 10 | 8.95 | 2.0 | Good | 361.08 | 40.157308 | No | 145.650758 | 449.886734 | High_spent_Small_value_payments | 748.891841 | Good | 357 |
| 47 | Doctor | 75408.440 | 0 | 1 | 6 | 3 | 16 | 5 | 3.43 | 9.0 | Good | 1487.63 | 39.376485 | No | 102.566178 | 77.303543 | High_spent_Large_value_payments | 700.433946 | Good | 269 |
| 23 | Developer | 14901.880 | 7 | 7 | 13 | 1 | 13 | 17 | 10.38 | 3.0 | Standard | 932.33 | 33.534582 | No | 7.293280 | 0.000000 | Low_spent_Medium_value_payments | 350.780125 | Standard | 232 |
| 27 | Engineer | 16128.395 | 7 | 3 | 10 | 3 | 27 | 14 | 0.00 | 11.0 | Standard | 1212.99 | 32.108391 | Yes | 36.344052 | 52.451575 | High_spent_Medium_value_payments | 287.607665 | Standard | 206 |
| 55 | Entrepreneur | 35681.420 | 4 | 4 | 6 | 2 | 15 | 8 | 11.32 | 2.0 | Standard | 133.30 | 28.055966 | No | 53.778692 | 44.668349 | High_spent_Medium_value_payments | 443.398126 | Standard | 296 |
| 27 | Teacher | 77874.090 | 8 | 3 | 16 | 2 | 22 | 20 | 11.77 | 12.0 | Standard | 127.88 | 35.395621 | Yes | 99.667727 | 434.555101 | Low_spent_Small_value_payments | 406.027922 | Standard | 364 |
| 38 | Manager | 15319.650 | 6 | 7 | 15 | 4 | 54 | 16 | 17.13 | 6.0 | Bad | 1453.61 | 24.846424 | Yes | 28.182033 | 45.611718 | High_spent_Small_value_payments | 332.269998 | Standard | 134 |
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