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ID | Описание | Дата |
---|---|---|
7caa2f02-7541-4213-bc92-120785870aa5 | synthesize plug-and-play e-services | 1992-03-09 |
6fff4ba1-bf73-4a60-8655-5c37cd87d010 | implement ubiquitous niches | 2011-11-02 |
ff85bce8-a02d-4892-9eeb-3022c0ac6f53 | harness clicks-and-mortar vortals | 1981-01-22 |
d22d1c59-acee-4ee9-933c-a9594262f6e6 | redefine leading-edge metrics | 2005-04-27 |
f62c9f45-3129-4843-9410-c1d78ae19594 | expedite value-added platforms | 2021-01-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | Accountant | 33453.080 | 10 | 10 | 23 | 2 | 16 | 7 | 9.30 | 8.0 | Standard | 1498.09 | 38.231583 | Yes | 30.759834 | 51.444246 | High_spent_Medium_value_payments | 433.671587 | Standard | 146 |
52 | Lawyer | 32029.980 | 2 | 5 | 4 | 3 | 8 | 6 | 4.11 | 0.0 | Good | 451.72 | 31.945859 | No | 66.400432 | 233.608406 | Low_spent_Small_value_payments | 248.807662 | Good | 361 |
27 | Musician | 22332.290 | 6 | 7 | 14 | 3 | 27 | 11 | 10.29 | 2.0 | Standard | 716.83 | 30.779009 | No | 34.538499 | 114.903537 | Low_spent_Medium_value_payments | 328.260382 | Standard | 327 |
37 | Writer | 21313.765 | 0 | 3 | 2 | 4 | 11 | 8 | 10.96 | 1.0 | Good | 730.84 | 30.370411 | No | 69.392147 | 74.435932 | High_spent_Small_value_payments | 275.186629 | Good | 286 |
43 | Engineer | 36366.680 | 5 | 4 | 13 | 2 | 16 | 18 | 13.17 | 4.0 | Standard | 484.73 | 24.837754 | Yes | 52.176591 | 0.000000 | High_spent_Medium_value_payments | 423.052847 | Standard | 390 |
41 | Lawyer | 128588.560 | 5 | 7 | 6 | 1 | 3 | 9 | 11.36 | 2.0 | Standard | 386.67 | 29.273211 | Yes | 80.374790 | 268.388141 | High_spent_Medium_value_payments | 972.008402 | Standard | 324 |
34 | Architect | 22252.630 | 8 | 6 | 8 | 2 | 20 | 14 | 21.30 | 6.0 | Standard | 358.36 | 36.855419 | Yes | 28.043912 | 115.665826 | Low_spent_Small_value_payments | 328.928845 | Poor | 376 |
45 | Lawyer | 22182.950 | 7 | 5 | 13 | 4 | 11 | 16 | 10.18 | 5.0 | Standard | 1170.58 | 35.821825 | NM | 62.257042 | 80.667625 | Low_spent_Large_value_payments | 320.833250 | Standard | 71 |
30 | Architect | 141816.360 | 3 | 6 | 12 | 0 | 0 | 7 | 12.20 | 0.0 | Good | 532.62 | 24.965998 | No | 0.000000 | 1592.877861 | Low_spent_Small_value_payments | 0.000000 | Standard | 373 |
38 | Accountant | 36841.390 | 0 | 5 | 4 | 1 | 3 | 11 | 3.16 | 4.0 | Good | 414.56 | 33.708981 | No | 29.835762 | 0.000000 | Low_spent_Small_value_payments | 380.663717 | Standard | 197 |
52 | Mechanic | 63051.860 | 2 | 5 | 3 | 1 | 3 | 12 | 0.00 | 5.0 | Good | 1006.09 | 33.538638 | NM | 47.525700 | 118.347926 | High_spent_Large_value_payments | 613.058540 | Good | 244 |
41 | Lawyer | 53226.520 | 7 | 4 | 17 | 2 | 11 | 12 | 16.84 | 4.0 | Standard | 816.31 | 31.644248 | Yes | 60.927303 | 381.830342 | Low_spent_Medium_value_payments | 280.496688 | Standard | 209 |
36 | Writer | 76082.250 | 6 | 5 | 13 | 3 | 7 | 17 | 7.80 | 4.0 | Standard | 847.11 | 30.106668 | Yes | 186.464783 | 87.068378 | High_spent_Large_value_payments | 574.685589 | Standard | 392 |
35 | Manager | 31433.970 | 3 | 3 | 16 | 0 | 18 | 18 | 6.99 | 3.0 | Standard | 188.89 | 27.771159 | No | 0.000000 | 259.356354 | Low_spent_Medium_value_payments | 300.493396 | Standard | 397 |
37 | Lawyer | 64829.940 | 5 | 6 | 19 | 2 | 26 | 6 | 2.71 | 5.0 | Standard | 169.28 | 42.933005 | NM | 56.893002 | 192.944636 | Low_spent_Small_value_payments | 597.311862 | Poor | 254 |
51 | Teacher | 39057.080 | 0 | 5 | 10 | 4 | 7 | 2 | 4.99 | 4.0 | Good | 359.21 | 34.693498 | No | 108.119675 | 0.000000 | Low_spent_Small_value_payments | 355.554501 | Good | 397 |
44 | Entrepreneur | 142743.400 | 3 | 4 | 4 | 0 | 1 | 3 | 11.75 | 4.0 | Good | 1194.00 | 37.144934 | No | 0.000000 | 413.872895 | Low_spent_Medium_value_payments | 1081.655439 | Standard | 397 |
37 | Musician | 131121.750 | 4 | 3 | 2 | 1 | 14 | 5 | 5.88 | 3.0 | Good | 1027.15 | 31.862748 | No | 95.699144 | 393.834775 | Low_spent_Large_value_payments | 901.647331 | Standard | 0 |
36 | Developer | 37261.780 | 5 | 4 | 2 | 1 | 16 | 1 | 0.00 | 3.0 | Good | 1106.94 | 39.967667 | No | 28.963567 | 107.474592 | High_spent_Medium_value_payments | 449.676674 | Poor | 378 |
40 | Accountant | 99363.880 | 6 | 3 | 15 | 1 | 4 | 7 | 18.67 | 4.0 | Standard | 1099.31 | 39.322797 | Yes | 57.373608 | 375.739200 | Low_spent_Medium_value_payments | 669.119525 | Standard | 368 |
54 | Media_Manager | 36966.760 | 5 | 3 | 13 | 0 | 10 | 20 | 11.42 | 3.0 | Standard | 1188.75 | 25.933926 | No | 0.000000 | 62.896779 | High_spent_Small_value_payments | 484.659554 | Standard | 259 |
16 | Doctor | 35812.370 | 5 | 4 | 6 | 2 | 18 | 19 | 13.99 | 5.0 | Standard | 310.91 | 39.439445 | Yes | 32.012396 | 220.448118 | Low_spent_Small_value_payments | 316.975903 | Poor | 74 |
38 | Developer | 97549.920 | 4 | 6 | 11 | 4 | 27 | 16 | 15.24 | 6.0 | Standard | 1213.26 | 31.989046 | Yes | 184.270638 | 946.297687 | Low_spent_Small_value_payments | 0.000000 | Good | 0 |
17 | Developer | 93712.290 | 6 | 4 | 10 | 0 | 15 | 0 | 9.44 | 5.0 | Standard | 20.09 | 39.869349 | Yes | 0.000000 | 133.767751 | High_spent_Medium_value_payments | 899.467999 | Good | 367 |
52 | Media_Manager | 12358210.000 | 4 | 7 | 3 | 1 | 14 | 9 | 7.10 | 2.0 | Good | 315.39 | 36.905188 | No | 19.042218 | 211.408896 | Low_spent_Large_value_payments | 303.917386 | Poor | 0 |
42 | Scientist | 37760.220 | 3 | 4 | 3 | 3 | 1 | 10 | 11.60 | 3.0 | Good | 821.10 | 23.938159 | No | 88.485663 | 74.307085 | High_spent_Medium_value_payments | 426.575752 | Good | 194 |
41 | Engineer | 63901.050 | 4 | 6 | 19 | 0 | 21 | 0 | 10.49 | 2.0 | Standard | 1253.04 | 29.500510 | No | 0.000000 | 58.440843 | High_spent_Large_value_payments | 722.467907 | Standard | 308 |
21 | Developer | 100666.590 | 3 | 5 | 15 | 4 | 5 | 14 | 14.61 | 2.0 | Standard | 1233.25 | 31.982812 | Yes | 197.792028 | 460.671655 | High_spent_Small_value_payments | 421.924568 | Standard | 225 |
47 | Entrepreneur | 25608.990 | 8 | 6 | 8 | 3 | 25 | 18 | 10.39 | 5.0 | Standard | 238.44 | 29.679302 | Yes | 50.155248 | 76.458815 | High_spent_Small_value_payments | 327.794187 | Standard | 354 |
50 | Teacher | 14632.300 | 1 | 3 | 11 | 2 | 9 | 13 | 11.25 | 0.0 | Good | 1373.01 | 29.062236 | No | 15.871915 | 23.936608 | High_spent_Large_value_payments | 299.827310 | Good | 262 |
16 | Developer | 8884.825 | 3 | 5 | 9 | 3 | 14 | 12 | 8.71 | 11.0 | Standard | 446.31 | 39.353207 | Yes | 20.760362 | 97.355418 | Low_spent_Small_value_payments | 258.824428 | Standard | 0 |
44 | Musician | 33702.740 | 7 | 3 | 19 | 2 | 6 | 7 | 10.70 | 5.0 | Standard | 636.96 | 23.752053 | Yes | 37.993229 | 246.334242 | Low_spent_Small_value_payments | 305.528695 | Standard | 294 |
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