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| ID | Описание | Дата |
|---|---|---|
| 1ea23692-88a8-43a3-bbb1-f79bc783a7d4 | generate clicks-and-mortar users | 1985-11-12 |
| e6709d99-bd4f-41ca-9cfc-857126a3a0e2 | synergize integrated relationships | 1999-11-19 |
| 7f78f3c8-7da3-455b-a63d-bbeb8a184119 | enhance value-added architectures | 1977-12-20 |
| af4cedea-a2bc-4b96-82f5-60bfa47ff26f | leverage virtual web-readiness | 2022-05-02 |
| cfa20d5f-bfa0-4c69-ae73-d8f7b146ab3e | enable world-class users | 2025-05-17 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48 | Mechanic | 65299.380 | 4 | 5 | 8 | 2 | 10 | 0 | 5.68 | 2.0 | Good | 1177.38 | 32.764371 | NM | 77.009313 | 61.083455 | High_spent_Medium_value_payments | 642.468732 | Poor | 317 |
| 16 | Media_Manager | 85915.320 | 6 | 7 | 13 | 4 | 10 | 20 | 15.51 | 6.0 | Standard | 429.12 | 26.928830 | Yes | 167.081471 | 271.111724 | High_spent_Medium_value_payments | 534.967804 | Standard | 69 |
| 38 | Developer | 91642.400 | 7 | 5 | 6 | 1 | 23 | 8 | 6.20 | 0.0 | Standard | 543.20 | 39.328832 | No | 42.037901 | 126.259393 | High_spent_Large_value_payments | 818.589372 | Standard | 310 |
| 46 | Mechanic | 17519.775 | 6 | 5 | 15 | 2 | 26 | 11 | 2.00 | 1.0 | Standard | 290.97 | 28.269248 | No | 27.294877 | 52.492990 | Low_spent_Large_value_payments | 326.510258 | Standard | 198 |
| 53 | Musician | 28784.530 | 6 | 6 | 11 | 2 | 20 | 8 | 10.77 | 2.0 | Good | 664.20 | 27.851449 | No | 34.163289 | 150.123685 | Low_spent_Small_value_payments | 360.484109 | Good | 340 |
| 44 | Architect | 37681.010 | 5 | 5 | 11 | 0 | 28 | 0 | 8.08 | 3.0 | Good | 189.78 | 37.891238 | No | 0.000000 | 111.961274 | High_spent_Medium_value_payments | 454.447143 | Poor | 182 |
| 20 | Mechanic | 90827.680 | 8 | 4 | 20 | 3 | 24 | 13 | 2.03 | 2.0 | Standard | 1167.05 | 25.806513 | Yes | 174.405765 | 213.701835 | High_spent_Medium_value_payments | 646.689734 | Standard | 269 |
| 34 | Doctor | 20700.455 | 3 | 4 | 5 | 3 | 7 | 0 | 6.51 | 5.0 | Good | 1199.47 | 29.648320 | No | 38.726083 | 51.100966 | High_spent_Medium_value_payments | 347.176743 | Good | 220 |
| 30 | Mechanic | 65247.820 | 3 | 5 | 12 | 2 | 14 | 3 | 3.10 | 1.0 | Good | 344.92 | 32.027064 | No | 105.018786 | 170.256619 | High_spent_Medium_value_payments | 539.656428 | Good | 210 |
| 20 | Journalist | 35793.610 | 7 | 6 | 18 | 1 | 21 | 15 | 12.06 | 4.0 | Standard | 720.19 | 36.141789 | NM | 28.212690 | 208.920559 | Low_spent_Small_value_payments | 351.146834 | Standard | 251 |
| 32 | Doctor | 89477.920 | 1 | 4 | 7 | 0 | 11 | 8 | 1.89 | 2.0 | Good | 1176.75 | 41.756811 | No | 0.000000 | 58.864380 | High_spent_Large_value_payments | 921.684954 | Standard | 185 |
| 18 | Doctor | 122915.960 | 6 | 6 | 17 | 2 | 16 | 13 | 7.89 | 3.0 | Standard | 478.02 | 33.729077 | No | 123.984474 | 129.714722 | High_spent_Large_value_payments | 986.700471 | Standard | 386 |
| 20 | Accountant | 22120.690 | 7 | 4 | 14 | 6 | 22 | 8 | 18.94 | 7.0 | Standard | 67.23 | 33.801039 | Yes | 74.118082 | 82.108013 | Low_spent_Large_value_payments | 294.712988 | Standard | 157 |
| 55 | Teacher | 91965.630 | 0 | 6 | 9 | 1 | 9 | 4 | 7.12 | 0.0 | Good | 820.86 | 29.537145 | No | 61.086892 | 538.545525 | Low_spent_Small_value_payments | 441.747833 | Standard | 229 |
| 31 | Architect | 88533.270 | 4 | 4 | 11 | 3 | 12 | 19 | 8.23 | 3.0 | Standard | 364.08 | 36.154339 | No | 183.689027 | 207.595548 | High_spent_Medium_value_payments | 591.092675 | Standard | 368 |
| 18 | Entrepreneur | 46107.160 | 5 | 3 | 17 | 2 | 25 | 19 | 8.40 | 6.0 | Standard | 2.04 | 33.156947 | NM | 41.902379 | 451.337414 | Low_spent_Small_value_payments | 201.586540 | Standard | 128 |
| 26 | Manager | 87263.220 | 8 | 6 | 16 | 1 | 21 | 14 | 7.82 | 8.0 | Standard | 135.88 | 24.976319 | Yes | 67.170354 | 484.734578 | High_spent_Small_value_payments | 437.888569 | Standard | 323 |
| 34 | Scientist | 32033.290 | 5 | 3 | 5 | 4 | 19 | 13 | 0.64 | 5.0 | Standard | 1475.30 | 31.150660 | No | 71.301156 | 141.370941 | Low_spent_Medium_value_payments | 334.771986 | Standard | 242 |
| 56 | Teacher | 72760.040 | 8 | 4 | 15 | 1 | 21 | 16 | 6.58 | 2.0 | Standard | 792.46 | 38.444524 | Yes | 31.284996 | 234.951143 | Low_spent_Medium_value_payments | 622.297527 | Poor | 268 |
| 30 | Teacher | 7889.110 | 7 | 3 | 10 | 4 | 8 | 13 | 19.88 | 6.0 | Standard | 973.01 | 38.215272 | Yes | 15.746367 | 63.709174 | Low_spent_Small_value_payments | 282.987042 | Standard | 138 |
| 47 | Journalist | 10316.450 | 7 | 5 | 12 | 3 | 6 | 14 | 1.63 | 6.0 | Good | 183.94 | 36.661424 | No | 17.471161 | 21.906348 | Low_spent_Medium_value_payments | 321.792908 | Good | 302 |
| 52 | Writer | 79300.220 | 1 | 4 | 12 | 4 | 2 | 0 | 2.07 | 1.0 | Good | 284.52 | 23.266416 | No | 179.304812 | 184.520196 | High_spent_Medium_value_payments | 521.610158 | Good | 279 |
| 27 | Scientist | 46174.580 | 8 | 3 | 4 | 3 | 14 | 8 | 1.97 | 3.0 | Good | 1268.49 | 31.402219 | NM | 99.836244 | 88.924400 | High_spent_Medium_value_payments | 426.527522 | Good | 254 |
| 15 | Journalist | 28730.260 | 7 | 6 | 10 | 3 | 28 | 16 | 16.83 | 7.0 | Standard | 37.20 | 30.285543 | Yes | 54.037058 | 199.609324 | Low_spent_Small_value_payments | 269.672451 | Standard | 386 |
| 25 | Architect | 24497.420 | 4 | 3 | 14 | 1 | 9 | 14 | 15.41 | 8.0 | Standard | 946.84 | 30.573003 | Yes | 15.448183 | 47.379548 | High_spent_Medium_value_payments | 371.217435 | Standard | 201 |
| 39 | Entrepreneur | 86571.090 | 0 | 6 | 2 | 0 | 10 | 4 | 4.56 | 0.0 | Good | 1350.49 | 31.693038 | No | 0.000000 | 465.121706 | Low_spent_Small_value_payments | 561.904044 | Good | 227 |
| 33 | Teacher | 91490.600 | 5 | 4 | 12 | 4 | 30 | 14 | 12.76 | 5.0 | Standard | 1082.08 | 39.820327 | Yes | 179.674561 | 171.851655 | High_spent_Large_value_payments | 641.095451 | Standard | 104 |
| 45 | Manager | 60593.800 | 3 | 4 | 12 | 2 | 31 | 12 | 18.69 | 6.0 | Standard | 798.77 | 29.169867 | Yes | 96.711974 | 189.609242 | High_spent_Medium_value_payments | 467.027118 | Standard | 124 |
| 29 | Writer | 14433.725 | 3 | 3 | 6 | 3 | 27 | 16 | 12.76 | 8.0 | Standard | 33.79 | 32.438021 | NM | 29.708979 | 134.706728 | Low_spent_Medium_value_payments | 254.565334 | Standard | 0 |
| 27 | Developer | 63648.120 | 6 | 7 | 10 | 1 | 17 | 8 | 0.75 | 0.0 | Standard | 1223.86 | 35.419907 | No | 26.592186 | 99.322747 | High_spent_Medium_value_payments | 659.786067 | Standard | 290 |
| 31 | Journalist | 14058.455 | 3 | 6 | 6 | 0 | 7 | 19 | 15.67 | 8.0 | Standard | 1423.08 | 25.681100 | Yes | 0.000000 | 117.944030 | Low_spent_Small_value_payments | 292.609762 | Standard | 348 |
| 31 | Journalist | 64901.370 | 3 | 5 | 20 | 0 | 15 | 18 | 2.94 | 0.0 | Standard | 442.06 | 41.601777 | Yes | 0.000000 | 286.901434 | Low_spent_Medium_value_payments | 522.943316 | Standard | 371 |
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