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ID | Описание | Дата |
---|---|---|
127c12a6-c181-4024-b88e-824bf821a1e4 | generate real-time deliverables | 2002-09-22 |
980d099e-65ef-48fa-81a0-dd13b9bcbeb0 | disintermediate transparent e-tailers | 2024-01-22 |
cc2750cf-7d3c-4713-aa15-7d750b0b8d1b | unleash best-of-breed portals | 2010-10-06 |
63c5e313-d215-4710-b67b-debcf4e71012 | iterate proactive applications | 2004-02-25 |
5f75e810-2fa5-46d2-82fd-3b759154bb89 | architect B2B ROI | 2002-01-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Manager | 2547968.000 | 6 | 6 | 7 | 2 | 19 | 10 | 5.33 | 4.0 | Standard | 687.87 | 30.436966 | Yes | 42.972441 | 0.000000 | Low_spent_Large_value_payments | 366.639379 | Poor | 190 |
34 | Mechanic | 20522.130 | 4 | 5 | 5 | 3 | 26 | 15 | 16.19 | 12.0 | Standard | 233.67 | 24.330708 | NM | 36.339942 | 123.006834 | Low_spent_Small_value_payments | 276.870974 | Standard | 226 |
32 | Engineer | 41655.160 | 3 | 4 | 5 | 2 | 29 | 19 | 5.72 | 4.0 | Standard | 1240.64 | 26.347284 | No | 66.912509 | 85.178042 | High_spent_Large_value_payments | 462.235782 | Standard | 350 |
26 | Musician | 81268.800 | 8 | 7 | 19 | 0 | 10 | 17 | 10.91 | 2.0 | Standard | 597.85 | 27.067676 | Yes | 0.000000 | 345.476882 | High_spent_Small_value_payments | 599.463118 | Standard | 245 |
49 | Mechanic | 124814.040 | 1 | 3 | 7 | 2 | 26 | 1 | 2.36 | 6.0 | Good | 660.33 | 28.191019 | No | 138.019433 | 318.188757 | High_spent_Small_value_payments | 820.208810 | Poor | 274 |
43 | Engineer | 88685.320 | 0 | 2 | 3 | 4 | 8 | 4 | 6.75 | 8.0 | Good | 1429.35 | 24.950897 | No | 168.770804 | 212.390002 | Low_spent_Large_value_payments | 630.583527 | Good | 264 |
21 | Musician | 15307.260 | 2 | 1 | 3 | 0 | 6 | 1 | 4.89 | 3.0 | Good | 705.90 | 35.933766 | No | 0.000000 | 69.051980 | Low_spent_Medium_value_payments | 320.708520 | Good | 296 |
28 | Teacher | 11978.875 | 4 | 6 | 11 | 4 | 12 | 11 | 3.30 | 2.0 | Standard | 411.37 | 27.967394 | No | 38.340962 | 70.575450 | Low_spent_Large_value_payments | 243.607546 | Poor | 299 |
51 | Engineer | 97577.280 | 3 | 4 | 12 | 2 | 4 | 7 | 6.75 | 5.0 | Good | 708.73 | 36.189794 | No | 92.866507 | 133.638333 | High_spent_Medium_value_payments | 814.139160 | Good | 386 |
40 | Accountant | 30509.400 | 5 | 7 | 8 | 4 | 7 | 14 | 13.95 | 6.0 | Standard | 1496.06 | 29.345332 | NM | 66.367918 | 67.846794 | High_spent_Small_value_payments | 357.930288 | Good | 243 |
31 | Manager | 66357.140 | 8 | 4 | 8 | 1 | 12 | 13 | 11.66 | 2.0 | Standard | 1414.17 | 32.431431 | No | 47.088136 | 119.741399 | High_spent_Medium_value_payments | 652.046631 | Standard | 241 |
28 | Developer | 31040.140 | 3 | 5 | 16 | 2 | 5 | 8 | 13.77 | 5.0 | Standard | 1288.66 | 35.301263 | Yes | 44.316148 | 89.515788 | High_spent_Medium_value_payments | 363.635897 | Standard | 358 |
22 | Accountant | 79626.930 | 4 | 3 | 18 | 3 | 17 | 18 | 17.41 | 7.0 | Standard | 584.53 | 27.075881 | Yes | 150.652699 | 551.516966 | Low_spent_Medium_value_payments | 234.288085 | Standard | 360 |
39 | Media_Manager | 66489.740 | 4 | 4 | 17 | 3 | 28 | 8 | 10.18 | 7.0 | Standard | 819.57 | 35.144581 | No | 118.334401 | 338.335647 | Low_spent_Large_value_payments | 370.911119 | Standard | 371 |
33 | Musician | 26886.510 | 5 | 3 | 9 | 6 | 16 | 7 | 13.88 | 6.0 | Standard | 1129.83 | 29.120032 | Yes | 106.632566 | 100.120990 | High_spent_Medium_value_payments | 295.000693 | Standard | 0 |
20 | Lawyer | 14774.495 | 3 | 6 | 16 | 1 | 7 | 17 | 5.44 | 3.0 | Standard | 370.12 | 29.176947 | No | 78.837730 | 58.753822 | Low_spent_Small_value_payments | 360.293120 | Standard | 279 |
30 | Developer | 36101.730 | 4 | 5 | 7 | 1 | 9 | 12 | 19.62 | 0.0 | Standard | 1452.04 | 30.512519 | Yes | 25.163450 | 151.319888 | High_spent_Small_value_payments | 403.964412 | Standard | 339 |
51 | Lawyer | 115735.760 | 5 | 7 | 13 | 0 | 20 | 11 | 5.41 | 1.0 | Standard | 1282.88 | 32.110724 | No | 0.000000 | 581.186185 | Low_spent_Medium_value_payments | 645.678481 | Standard | 193 |
44 | Manager | 36127.640 | 2 | 5 | 2 | 0 | 3 | 2 | 2.80 | 1.0 | Good | 770.10 | 34.069980 | No | 0.000000 | 346.305496 | Low_spent_Small_value_payments | 215.958170 | Standard | 300 |
54 | Journalist | 18500.540 | 2 | 3 | 4 | 3 | 3 | 7 | 1.98 | 3.0 | Good | 1153.00 | 37.053318 | No | 41.793259 | 98.982307 | Low_spent_Small_value_payments | 291.795601 | Good | 304 |
51 | Teacher | 125049.780 | 1 | 5 | 7 | 3 | 7 | 10 | 5.70 | 1.0 | Good | 593.96 | 29.964320 | No | 178.137886 | 627.241261 | Low_spent_Medium_value_payments | 517.302353 | Standard | 239 |
26 | Developer | 59375.220 | 3 | 4 | 5 | 4 | 7 | 5 | 7.33 | 0.0 | Good | 947.54 | 34.780268 | No | 116.833202 | 257.588826 | High_spent_Small_value_payments | 359.071472 | Good | 303 |
21 | Mechanic | 15051.065 | 5 | 7 | 20 | 2 | 21 | 11 | 14.85 | 9.0 | Standard | 1455.55 | 23.418312 | NM | 24.269904 | 96.090563 | Low_spent_Medium_value_payments | 275.265074 | Standard | 373 |
30 | Entrepreneur | 41296.810 | 3 | 6 | 11 | 1 | 24 | 0 | 6.94 | 1.0 | Good | 761.20 | 39.510255 | No | 33.747327 | 226.612922 | High_spent_Small_value_payments | 367.679835 | Poor | 234 |
30 | Doctor | 22434.160 | 7 | 7 | 8 | 3 | 29 | 18 | 18.67 | 7.0 | Standard | 273.11 | 28.108153 | NM | 30.068038 | 112.878201 | Low_spent_Small_value_payments | 363.705094 | Standard | 281 |
18 | Entrepreneur | 81094.960 | 8 | 3 | 18 | 0 | 25 | 13 | 4.03 | 3.0 | Standard | 2.13 | 32.252833 | No | 0.000000 | 132.605672 | High_spent_Large_value_payments | 766.885661 | Standard | 0 |
29 | Writer | 18949.480 | 0 | 3 | 9 | 2 | 11 | 5 | 3.72 | 2.0 | Good | 1002.97 | 29.338077 | No | 27.257367 | 109.771080 | Low_spent_Medium_value_payments | 299.883887 | Good | 320 |
25 | Developer | 81566.250 | 7 | 6 | 12 | 3 | 15 | 11 | 6.27 | 2.0 | Good | 231.16 | 32.845634 | No | 136.226637 | 168.177700 | High_spent_Large_value_payments | 639.214413 | Good | 363 |
38 | Journalist | 26805.850 | 7 | 7 | 8 | 5 | 6 | 13 | 16.29 | 8.0 | Standard | 1434.01 | 39.084858 | NM | 100.139276 | 65.481852 | Low_spent_Medium_value_payments | 348.660956 | Standard | 157 |
22 | Mechanic | 22157.270 | 6 | 6 | 19 | 4 | 30 | 0 | 14.37 | 8.0 | Standard | 1345.58 | 41.419965 | Yes | 64.041025 | 43.140740 | High_spent_Large_value_payments | 316.262152 | Standard | 145 |
32 | Accountant | 35739.700 | 4 | 6 | 5 | 0 | 30 | 9 | 5.74 | 3.0 | Good | 404.81 | 35.888578 | No | 0.000000 | 38.384435 | High_spent_Medium_value_payments | 492.646398 | Poor | 250 |
33 | Entrepreneur | 87605.680 | 5 | 7 | 19 | 3 | 29 | 16 | 3.65 | 6.0 | Standard | 512.74 | 40.374666 | Yes | 112.148801 | 131.187266 | High_spent_Small_value_payments | 746.611266 | Standard | 360 |
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