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ID | Описание | Дата |
---|---|---|
11ac8854-1ae1-4218-9999-fa438ed87ab1 | reinvent magnetic deliverables | 1988-07-16 |
efbfc3d1-d6d2-4c47-a884-280c02ee4916 | grow leading-edge niches | 2006-03-28 |
6f706cc3-20a2-49bf-83db-d523877a29e1 | envisioneer open-source interfaces | 1995-07-18 |
3098695e-c88b-49d4-a245-4953764cd574 | seize visionary methodologies | 1984-12-10 |
41c67d2b-4029-483e-b439-c993e160f128 | e-enable open-source e-commerce | 1983-05-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Teacher | 18305.250 | 2 | 1 | 4 | 0 | 14 | 8 | 5.27 | 3.0 | Good | 363.51 | 39.850476 | No | 0.000000 | 49.565280 | Low_spent_Medium_value_payments | 386.178470 | Good | 245 |
24 | Mechanic | 11731.585 | 8 | 3 | 6 | 2 | 13 | 10 | 6.48 | 2.0 | Standard | 289.73 | 32.459270 | Yes | 15.359697 | 12.397328 | High_spent_Large_value_payments | 295.106184 | Standard | 225 |
48 | Developer | 27311.970 | 5 | 3 | 20 | 4 | 30 | 20 | 16.04 | 1.0 | Standard | 606.78 | 29.584095 | NM | 88.738054 | 30.929458 | High_spent_Medium_value_payments | 365.232238 | Standard | 369 |
36 | Manager | 12332.855 | 7 | 7 | 9 | 4 | 14 | 15 | 13.92 | 4.0 | Standard | 1169.76 | 28.206825 | Yes | 20.650802 | 64.044953 | Low_spent_Small_value_payments | 291.978037 | Standard | 184 |
55 | Entrepreneur | 69823.720 | 4 | 2 | 3 | 4 | 8 | 1 | 6.97 | 2.0 | Good | 163.11 | 29.445597 | No | 128.574933 | 195.170177 | High_spent_Medium_value_payments | 481.019224 | Good | 335 |
34 | Scientist | 76338.680 | 4 | 6 | 19 | 1 | 11 | 8 | 12.18 | 6.0 | Standard | 965.06 | 26.910447 | Yes | 52.630065 | 451.932454 | High_spent_Small_value_payments | 416.293148 | Standard | 0 |
18 | Lawyer | 30355.350 | 6 | 3 | 12 | 4 | 30 | 8 | 0.91 | 1.0 | Standard | 1328.41 | 33.623992 | No | 64.480944 | 113.674564 | Low_spent_Medium_value_payments | 332.605742 | Standard | 194 |
53 | Musician | 44789.640 | 2 | 3 | 8 | 0 | 12 | 5 | 8.99 | 2.0 | Good | 122.27 | 24.651918 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 529.922659 | Good | 194 |
18 | Doctor | 20485.760 | 3 | 2 | 11 | 3 | 3 | 0 | 3.65 | 2.0 | Good | 1362.09 | 28.439491 | NM | 29.226493 | 160.516723 | Low_spent_Medium_value_payments | 285.271451 | Standard | 290 |
42 | Developer | 163978.400 | 2 | 2 | 7 | 1 | 11 | 3 | 2.94 | 6.0 | Good | 789.36 | 41.268909 | No | 121.396026 | 260.857377 | High_spent_Large_value_payments | 1240.833264 | Standard | 219 |
36 | Musician | 11482.565 | 4 | 3 | 10 | 3 | 19 | 19 | 3.05 | 7.0 | Standard | 517.07 | 36.288841 | No | 15.370863 | 56.010643 | Low_spent_Small_value_payments | 331.506536 | Standard | 189 |
28 | Architect | 42162.240 | 6 | 6 | 1 | 2 | 15 | 0 | 7.13 | 2.0 | Standard | 664.70 | 30.941005 | No | 56.148421 | 236.981662 | Low_spent_Large_value_payments | 355.121917 | Standard | 0 |
30 | Architect | 11128.910 | 4 | 7 | 7 | 4 | 20 | 13 | 3.64 | 2.0 | Standard | 1201.98 | 24.126366 | No | 33.955603 | 39.967014 | Low_spent_Medium_value_payments | 316.418300 | Standard | 287 |
25 | Musician | 24148.540 | 4 | 4 | 14 | 4 | 24 | 15 | 3.03 | 1.0 | Standard | 157.98 | 35.751072 | No | 72.798279 | 19.696184 | High_spent_Large_value_payments | 325.543370 | Standard | 262 |
26 | Mechanic | 59112.810 | 5 | 7 | 8 | 3 | 15 | 8 | 10.12 | 8.0 | Standard | 1421.95 | 24.632743 | Yes | 112.191513 | 312.640715 | Low_spent_Medium_value_payments | 335.374521 | Standard | 272 |
43 | Teacher | 115379.640 | 6 | 4 | 9 | 0 | 8 | 0 | 8.97 | 0.0 | Standard | 364.66 | 32.170102 | No | 0.000000 | 246.300169 | High_spent_Medium_value_payments | 975.996831 | Standard | 339 |
25 | Journalist | 16066.290 | 6 | 5 | 8 | 2 | 29 | 12 | 5.66 | 1.0 | Good | 78.69 | 37.259758 | No | 23.323259 | 0.000000 | Low_spent_Small_value_payments | 279.882650 | Standard | 0 |
38 | Journalist | 113085.870 | 4 | 4 | 11 | 1 | 12 | 1 | 8.37 | 4.0 | Good | 240.56 | 30.866754 | No | 81.102993 | 197.568122 | High_spent_Small_value_payments | 934.511135 | Poor | 360 |
55 | Accountant | 61169.820 | 5 | 4 | 6 | 0 | 6 | 17 | 1.85 | 3.0 | Good | 1144.88 | 40.233334 | No | 0.000000 | 90.083307 | High_spent_Medium_value_payments | 659.565193 | Good | 265 |
26 | Scientist | 50807.440 | 8 | 4 | 11 | 4 | 12 | 0 | 2.60 | 4.0 | Standard | 869.59 | 31.430181 | Yes | 88.759919 | 118.223674 | High_spent_Medium_value_payments | 462.811740 | Standard | 272 |
51 | Teacher | 57847.100 | 1 | 4 | 5 | 1 | 5 | 8 | 8.19 | 3.0 | Good | 958.73 | 41.082846 | No | 44.510451 | 73.941810 | High_spent_Medium_value_payments | 612.406906 | Standard | 277 |
45 | Musician | 80633.220 | 2 | 4 | 6 | 4 | 12 | 3 | 6.27 | 1.0 | Good | 295.42 | 37.842247 | No | 142.824221 | 483.973904 | Low_spent_Medium_value_payments | 299.545375 | Good | 0 |
56 | Journalist | 17510.865 | 7 | 4 | 10 | 4 | 14 | 16 | 1.00 | 3.0 | Standard | 1053.65 | 26.889745 | No | 38.069575 | 140.581056 | Low_spent_Small_value_payments | 239.073243 | Standard | 344 |
22 | Entrepreneur | 16844.130 | 2 | 7 | 6 | 0 | 1 | 7 | 10.34 | 5.0 | Good | 1269.39 | 28.668264 | No | 0.000000 | 50.699504 | Low_spent_Medium_value_payments | 344.968246 | Standard | 401 |
44 | Musician | 36637.100 | 7 | 6 | 15 | 2 | 18 | 20 | 11.39 | 5.0 | Standard | 68.98 | 31.807710 | No | 50.967630 | 125.592076 | High_spent_Medium_value_payments | 380.349460 | Standard | 333 |
37 | Journalist | 28194.800 | 2 | 3 | 11 | 3 | 17 | 13 | 9.78 | 1.0 | Good | 139.84 | 31.497334 | No | 55.467288 | 82.972705 | Low_spent_Large_value_payments | 374.316674 | Standard | 243 |
50 | Developer | 26596.910 | 6 | 7 | 13 | 3 | 26 | 11 | 10.83 | 0.0 | Standard | 841.28 | 27.335577 | Yes | 48.640680 | 316.294194 | Low_spent_Small_value_payments | 160.106043 | Standard | 237 |
16 | Lawyer | 19886.070 | 8 | 6 | 5 | 2 | 21 | 13 | 13.65 | 5.0 | Standard | 1108.32 | 39.018361 | NM | 29.605318 | 92.497822 | Low_spent_Medium_value_payments | 344.314110 | Standard | 202 |
44 | Entrepreneur | 19344.270 | 5 | 3 | 8 | 1 | 14 | 13 | 3.28 | 2.0 | Standard | 861.19 | 24.778171 | No | 12.234651 | 111.376882 | Low_spent_Small_value_payments | 320.490717 | Standard | 0 |
16 | Lawyer | 18781.730 | 6 | 6 | 25 | 2 | 19 | 12 | 9.25 | 10.0 | Bad | 1314.30 | 27.915634 | Yes | 28.171864 | 164.559236 | Low_spent_Small_value_payments | 260.083316 | Poor | 153 |
35 | Journalist | 43849.260 | 3 | 1 | 1 | 2 | 8 | 12 | 2.47 | 2.0 | Good | 506.71 | 35.181293 | No | 65.009201 | 67.667378 | High_spent_Medium_value_payments | 493.033921 | Good | 338 |
40 | Accountant | 40878.850 | 0 | 5 | 11 | 4 | 4 | 5 | 9.86 | 4.0 | Good | 1360.31 | 34.714850 | No | 105.017091 | 0.000000 | Low_spent_Small_value_payments | 180.148257 | Good | 290 |
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