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ID | Описание | Дата |
---|---|---|
430d62a7-4130-4aa6-926e-ed4301f6c6a3 | deploy B2B users | 2005-02-13 |
46d0b222-dcd7-4e34-a72b-36d4faf7499a | re-intermediate one-to-one niches | 1989-07-15 |
0d59afbd-76f6-4f55-877b-e5691b8a0d08 | cultivate frictionless web-readiness | 1994-11-29 |
78162f2a-7cc0-4d36-9c4b-d05c5d096dd5 | synergize distributed interfaces | 1980-07-06 |
1c3089f0-b1ff-4b80-ae78-252ebadab57c | enable transparent e-business | 1980-08-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Media_Manager | 72330.980 | 0 | 3 | 11 | 1 | 1 | 6 | 0.00 | 1.0 | Good | 596.78 | 27.241022 | No | 31.379794 | 110.067109 | High_spent_Large_value_payments | 728.611264 | Good | 394 |
44 | Media_Manager | 11646.190 | 6 | 3 | 14 | 2 | 14 | 20 | 9.33 | 6.0 | Standard | 847.88 | 25.961206 | Yes | 10.050598 | 20.620816 | High_spent_Medium_value_payments | 301.280170 | Standard | 224 |
36 | Journalist | 34425.620 | 7 | 6 | 18 | 3 | 21 | 18 | 9.99 | 1.0 | Standard | 29.90 | 30.362025 | No | 56.789642 | 118.790327 | Low_spent_Small_value_payments | 389.500198 | Standard | 250 |
23 | Architect | 33882.600 | 6 | 7 | 5 | 2 | 7 | 8 | 7.55 | 6.0 | Standard | 1240.48 | 34.549838 | Yes | 36.260748 | 298.868794 | Low_spent_Small_value_payments | 239.025458 | Standard | 103 |
34 | Media_Manager | 99425.400 | 8 | 5 | 13 | 4 | 13 | 9 | 10.60 | 8.0 | Standard | 892.49 | 26.739447 | NM | 172.533332 | 123.458884 | High_spent_Large_value_payments | 759.752784 | Standard | 193 |
42 | Doctor | 30416.280 | 5 | 4 | 4 | 0 | 10 | 1 | 1.33 | 3.0 | Good | 1021.07 | 27.378977 | No | 0.000000 | 217.918592 | Low_spent_Small_value_payments | 306.750408 | Good | 226 |
34 | Journalist | 40372.500 | 5 | 4 | 11 | 4 | 8 | 12 | 8.63 | 7.0 | Standard | 1000.07 | 31.906552 | Yes | 73.995006 | 65.426878 | High_spent_Medium_value_payments | 457.215616 | Standard | 105 |
30 | Developer | 31632.320 | 2 | 3 | 9 | 3 | 1 | 9 | 3.70 | 2.0 | Good | 73.75 | 40.179580 | No | 59.022874 | 77.193347 | High_spent_Medium_value_payments | 355.886445 | Good | 391 |
43 | Mechanic | 106154.460 | 1 | 2 | 10 | 1 | 11 | 0 | 5.38 | 2.0 | Good | 386.42 | 37.573093 | No | 47.789999 | 713.499123 | Low_spent_Small_value_payments | 424.831378 | Good | 274 |
24 | Manager | 52032.160 | 3 | 3 | 5 | 1 | 10 | 12 | 11.32 | 6.0 | Standard | 1255.37 | 31.375602 | No | 33.300140 | 117.036051 | High_spent_Medium_value_payments | 511.265143 | Standard | 374 |
35 | Musician | 22311.080 | 4 | 3 | 7 | 4 | 27 | 16 | 2.34 | 4.0 | Standard | 318.78 | 35.572478 | No | 58.982764 | 84.636172 | Low_spent_Medium_value_payments | 292.506731 | Standard | 292 |
46 | Entrepreneur | 85432.840 | 5 | 4 | 16 | 1 | 9 | 8 | 4.62 | 3.0 | Standard | 295.87 | 33.617553 | Yes | 41.122890 | 457.781567 | Low_spent_Small_value_payments | 519.035876 | Standard | 392 |
16 | Musician | 13699.520 | 6 | 7 | 7 | 4 | 14 | 17 | 13.76 | 4.0 | Standard | 608.16 | 27.454655 | Yes | 32.118021 | 81.102218 | Low_spent_Medium_value_payments | 299.542428 | Standard | 329 |
34 | Writer | 31225.440 | 8 | 5 | 11 | 1 | 9 | 13 | 5.42 | 6.0 | Standard | 150.49 | 34.758981 | No | 155.747712 | 326.312548 | Low_spent_Small_value_payments | 215.566147 | Standard | 279 |
21 | Musician | 64662.040 | 1 | 2 | 2 | 3 | 8 | 7 | 2.41 | 4.0 | Good | 1376.25 | 29.523435 | No | 83.842185 | 413.529360 | Low_spent_Small_value_payments | 345.878788 | Standard | 303 |
18 | Doctor | 19125.750 | 3 | 6 | 4 | 3 | 19 | 14 | 6.32 | 0.0 | Good | 1243.20 | 34.540433 | No | 33.557744 | 0.000000 | Low_spent_Large_value_payments | 288.148263 | Good | 248 |
44 | Scientist | 31604.580 | 1 | 2 | 10 | 4 | 9 | 6 | 2.86 | 3.0 | Good | 946.91 | 34.574815 | No | 65.505818 | 45.553531 | High_spent_Large_value_payments | 366.812151 | Good | 218 |
32 | Teacher | 9662.195 | 6 | 7 | 6 | 5 | 9 | 14 | 12.25 | 8.0 | Standard | 656.57 | 34.852411 | Yes | 29.540062 | 25.283635 | High_spent_Medium_value_payments | 283.694594 | Standard | 148 |
22 | Developer | 29041.400 | 3 | 5 | 3 | 2 | 7 | 1 | 8.58 | 1.0 | Good | 1029.86 | 31.048989 | No | 37.023498 | 131.151508 | Low_spent_Small_value_payments | 386.436661 | Standard | 380 |
33 | Entrepreneur | 20653.250 | 3 | 7 | 10 | 4 | 29 | 11 | 7.96 | 4.0 | Standard | 881.25 | 22.755843 | Yes | 67.974674 | 32.804599 | High_spent_Medium_value_payments | 314.431144 | Standard | 347 |
30 | Doctor | 33131.600 | 2 | 6 | 8 | 0 | 2 | 13 | 11.49 | 0.0 | Good | 724.78 | 29.916691 | No | 0.000000 | 207.825792 | Low_spent_Medium_value_payments | 349.270875 | Standard | 0 |
24 | Journalist | 35342.980 | 5 | 5 | 3 | 4 | 10 | 7 | 5.84 | 2.0 | Good | 994.40 | 29.127786 | No | 113.713100 | 123.339404 | High_spent_Medium_value_payments | 304.872329 | Standard | 285 |
35 | Accountant | 14471.785 | 3 | 7 | 19 | 0 | 21 | 8 | 4.78 | 1.0 | Standard | 921.35 | 23.625878 | No | 0.000000 | 66.097284 | Low_spent_Small_value_payments | 332.600925 | Standard | 0 |
20 | Engineer | 59986.000 | 2 | 2 | 1 | 1 | 8 | 0 | 8.54 | 3.0 | Good | 275.56 | 35.424226 | No | 40.243706 | 487.269291 | Low_spent_Small_value_payments | 242.570336 | Good | 245 |
27 | Mechanic | 58508.760 | 6 | 5 | 17 | 4 | 25 | 17 | 18.72 | 6.0 | Standard | 1048.25 | 34.249545 | Yes | 164.199022 | 228.383532 | High_spent_Small_value_payments | 339.690446 | Standard | 172 |
54 | Musician | 78937.100 | 3 | 7 | 7 | 4 | 14 | 7 | 6.05 | 3.0 | Good | 520.56 | 39.143850 | No | 174.416344 | 165.874420 | High_spent_Medium_value_payments | 570.218403 | Poor | 380 |
44 | Musician | 33276.280 | 4 | 4 | 11 | 4 | 2 | 11 | 3.90 | 9.0 | Good | 371.78 | 30.382066 | No | 68.755980 | 215.219524 | Low_spent_Small_value_payments | 288.626829 | Good | 335 |
43 | Writer | 16200.250 | 0 | 7 | 11 | 3 | 6 | 1 | 10.90 | 0.0 | Good | 560.52 | 36.486178 | No | 30.750519 | 184.023323 | Low_spent_Small_value_payments | 230.628241 | Standard | 269 |
52 | Doctor | 55336.940 | 6 | 6 | 18 | 1 | 26 | 14 | 11.63 | 3.0 | Standard | 1170.84 | 30.204776 | Yes | 34.461986 | 454.781938 | Low_spent_Small_value_payments | 246.097243 | Standard | 317 |
29 | Lawyer | 15706.805 | 3 | 5 | 4 | 2 | 14 | 6 | 7.57 | 9.0 | Good | 282.44 | 37.200294 | No | 23.472556 | 152.142055 | Low_spent_Small_value_payments | 233.675431 | Good | 339 |
19 | Mechanic | 124692.080 | 1 | 4 | 1 | 2 | 4 | 0 | 11.89 | 7.0 | Good | 756.91 | 35.110494 | No | 136.604720 | 406.837167 | High_spent_Small_value_payments | 781.558780 | Standard | 397 |
38 | Lawyer | 41015.550 | 0 | 4 | 4 | 1 | 4 | 3 | 1.58 | 2.0 | Good | 599.40 | 38.442034 | No | 25.671257 | 218.360354 | High_spent_Small_value_payments | 331.264639 | Standard | 0 |
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