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ID | Описание | Дата |
---|---|---|
f4ddbea5-d469-40e0-a7e0-e649ece4a6b6 | generate dynamic systems | 1995-05-23 |
8868848c-2604-4ceb-b1d1-90b9e2b79d06 | syndicate front-end web services | 2005-01-08 |
3c39eb23-ac28-4002-be04-4528a80e30d0 | transform customized e-services | 2011-03-07 |
c98d2b08-f853-4de4-aa7c-1fe96f76b5b6 | leverage web-enabled users | 1986-10-19 |
6640afa5-5604-4b60-baeb-994e5fdd6158 | re-intermediate collaborative models | 1972-08-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Musician | 10025.200 | 10 | 10 | 21 | 7 | 23 | 14 | 16.88 | 12.0 | Standard | 1409.58 | 37.587023 | Yes | 41.431576 | 0.000000 | Low_spent_Small_value_payments | 313.685835 | Poor | 188 |
44 | Musician | 76391.480 | 1 | 4 | 10 | 2 | 27 | 5 | 1.77 | 4.0 | Good | 614.83 | 25.732896 | No | 75.810241 | 228.815551 | Low_spent_Large_value_payments | 625.069875 | Poor | 290 |
38 | Teacher | 84660.740 | 4 | 4 | 12 | 1 | 15 | 0 | 8.99 | 3.0 | Good | 702.26 | 36.683559 | NM | 60.863615 | 156.485971 | High_spent_Large_value_payments | 727.256580 | Good | 330 |
43 | Entrepreneur | 21637.515 | 3 | 5 | 9 | 0 | 6 | 3 | 2.15 | 0.0 | Good | 999.48 | 38.435353 | NM | 0.000000 | 65.017682 | Low_spent_Medium_value_payments | 369.194943 | Good | 0 |
31 | Mechanic | 16490.800 | 1 | 3 | 5 | 2 | 5 | 13 | 1.50 | 3.0 | Good | 1015.00 | 25.773959 | No | 17.109480 | 153.749346 | Low_spent_Small_value_payments | 276.564507 | Good | 253 |
45 | Developer | 102628.280 | 5 | 3 | 10 | 1 | 16 | 0 | 0.00 | 5.0 | Standard | 103.13 | 32.661972 | Yes | 76.908938 | 262.189766 | High_spent_Medium_value_payments | 736.136963 | Good | 316 |
26 | Media_Manager | 81462.180 | 6 | 7 | 19 | 4 | 16 | 15 | 10.66 | 8.0 | Standard | 1200.63 | 38.883704 | Yes | 165.818860 | 719.311642 | Low_spent_Small_value_payments | 109.720998 | Standard | 373 |
54 | Media_Manager | 108488.610 | 4 | 3 | 14 | 0 | 6 | 15 | 7.99 | 4.0 | Standard | 1366.18 | 33.213046 | NM | 0.000000 | 164.676068 | High_spent_Medium_value_payments | 962.695682 | Standard | 310 |
54 | Entrepreneur | 21818.285 | 2 | 2 | 12 | 2 | 1 | 6 | 9.53 | 0.0 | Good | 818.31 | 37.132776 | No | 30.133133 | 26.088282 | High_spent_Large_value_payments | 371.197627 | Good | 296 |
55 | Writer | 17525.870 | 6 | 3 | 19 | 2 | 6 | 14 | 17.76 | 4.0 | Standard | 903.74 | 33.655639 | Yes | 22.973051 | 82.417023 | Low_spent_Large_value_payments | 290.758843 | Standard | 363 |
40 | Journalist | 39294.300 | 9 | 10 | 30 | 3 | 47 | 20 | 7.14 | 11.0 | Bad | 1292.73 | 36.555587 | Yes | 60.744393 | 56.681734 | High_spent_Large_value_payments | 451.826374 | Poor | 0 |
37 | Musician | 41486.980 | 3 | 2 | 4 | 4 | 7 | 2 | 9.18 | 1.0 | Good | 802.69 | 40.721416 | No | 71.803638 | 140.304434 | High_spent_Small_value_payments | 381.116761 | Good | 281 |
23 | Scientist | 27131.570 | 4 | 4 | 11 | 2 | 15 | 15 | 8.02 | 8.0 | Standard | 783.37 | 31.255061 | NM | 23.084659 | 32.203872 | High_spent_Large_value_payments | 412.107886 | Standard | 213 |
17 | Journalist | 14187.130 | 3 | 4 | 22 | 3 | 25 | 19 | 18.35 | 10.0 | Standard | 1481.83 | 25.501181 | Yes | 26.922566 | 0.000000 | Low_spent_Small_value_payments | 284.559948 | Standard | 135 |
45 | Doctor | 80815.400 | 8 | 3 | 9 | 0 | 29 | 14 | 6.37 | 2.0 | Standard | 575.33 | 27.213466 | Yes | 0.000000 | 131.998821 | High_spent_Large_value_payments | 794.262846 | Standard | 390 |
44 | Lawyer | 42311.160 | 5 | 6 | 11 | 1 | 18 | 17 | 12.84 | 3.0 | Standard | 438.23 | 24.185931 | No | 24.883032 | 430.862157 | Low_spent_Small_value_payments | 210.247811 | Standard | 337 |
48 | Developer | 33057.460 | 4 | 3 | 12 | 2 | 27 | 10 | 7.08 | 4.0 | Standard | 954.98 | 32.061477 | No | 28.902339 | 237.797918 | Low_spent_Small_value_payments | 306.978577 | Standard | 389 |
43 | Musician | 55735.620 | 7 | 4 | 14 | 3 | 6 | 13 | 9.29 | 1.0 | Standard | 48.86 | 31.780284 | No | 122.919356 | 70.289674 | High_spent_Medium_value_payments | 550.754470 | Standard | 303 |
24 | Journalist | 17223.875 | 3 | 5 | 16 | 4 | 6 | 15 | 11.57 | 8.0 | Standard | 637.50 | 30.096081 | Yes | 35.966280 | 0.000000 | Low_spent_Large_value_payments | 260.733414 | Good | 102 |
18 | Writer | 121041.210 | 3 | 7 | 8 | 3 | 13 | 8 | 4.59 | 3.0 | Good | 1036.21 | 41.436482 | NM | 197.086805 | 119.883117 | High_spent_Large_value_payments | 959.006828 | Standard | 388 |
40 | Media_Manager | 15005.310 | 4 | 4 | 20 | 7 | 13 | 15 | 17.98 | 9.0 | Standard | 1101.54 | 28.848945 | Yes | 66.836557 | 110.406790 | Low_spent_Medium_value_payments | 236.200903 | Standard | 130 |
39 | Musician | 8057.430 | 4 | 9 | 17 | 6 | 24 | 0 | 13.12 | 11.0 | Standard | 1452.74 | 39.947972 | Yes | 37.002055 | 0.000000 | Low_spent_Medium_value_payments | 272.288829 | Poor | 227 |
55 | Accountant | 100097.190 | 5 | 4 | 1 | 4 | 16 | 8 | 8.62 | 1.0 | Good | 817.57 | 28.709880 | No | 177.277112 | 459.660151 | Low_spent_Large_value_payments | 478.605987 | Standard | 267 |
29 | Developer | 42032.760 | 0 | 4 | 6 | 1 | 20 | 7 | 12.11 | 2.0 | Good | 626.72 | 27.614553 | No | 22.455995 | 319.656555 | Low_spent_Large_value_payments | 284.860450 | Standard | 273 |
21 | Writer | 9760.495 | 7 | 6 | 29 | 6 | 16 | 24 | 6.02 | 6.0 | Bad | 1291.36 | 38.631108 | Yes | 47.852426 | 40.346283 | Low_spent_Large_value_payments | 292.938750 | Standard | 85 |
30 | Engineer | 35320.990 | 0 | 2 | 2 | 0 | 12 | 8 | 12.88 | 3.0 | Good | 905.62 | 34.862893 | No | 0.000000 | 51.283212 | High_spent_Medium_value_payments | 485.458372 | Good | 318 |
43 | Musician | 89122.800 | 7 | 3 | 12 | 1 | 30 | 16 | 8.06 | 1.0 | Standard | 331.53 | 31.566498 | No | 57.759375 | 425.576056 | Low_spent_Medium_value_payments | 510.854569 | Standard | 313 |
29 | Teacher | 19936.400 | 4 | 6 | 6 | 0 | 8 | 674 | 7.62 | 5.0 | Standard | 1342.68 | 32.025243 | No | 0.000000 | 29.036323 | High_spent_Large_value_payments | 351.400343 | Standard | 388 |
33 | Media_Manager | 21678911.000 | 0 | 3 | 10 | 3 | 6 | 9 | 1.94 | 0.0 | Good | 1286.59 | 36.772822 | No | 38.296183 | 87.503179 | Low_spent_Small_value_payments | 358.463513 | Standard | 259 |
23 | Journalist | 121029.600 | 2 | 4 | 12 | 2 | 13 | 3 | 13.18 | 1.0 | Good | 1278.56 | 28.411141 | No | 169.130485 | 125.968471 | High_spent_Medium_value_payments | 942.781044 | Poor | 252 |
44 | Manager | 109182.720 | 1 | 4 | 1 | 1 | 8 | 3 | 6.03 | 2.0 | Good | 623.35 | 30.206112 | No | 46.424707 | 322.154393 | High_spent_Medium_value_payments | 786.976900 | Good | 375 |
28 | Mechanic | 36772.660 | 1 | 4 | 4 | 3 | 7 | 4 | 7.25 | 4.0 | Good | 418.16 | 24.265052 | No | 67.835151 | 254.140070 | Low_spent_Medium_value_payments | 250.563613 | Poor | 192 |
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