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ID | Описание | Дата |
---|---|---|
a44e81e1-7663-4d83-859e-f1fce35bafdd | transition enterprise e-markets | 1986-07-25 |
d74260eb-808a-488d-ad5e-e3b39c7e08ec | facilitate distributed bandwidth | 2014-01-24 |
165c8572-3676-41d5-953d-4dffc09e1c10 | deliver bricks-and-clicks architectures | 2000-08-30 |
4b4c0c0e-7c51-4b87-959b-704d4a6ed87d | leverage bleeding-edge experiences | 1977-08-06 |
63cf462a-b259-473a-a4a4-8ba4c143a595 | deploy one-to-one deliverables | 2019-03-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 | Mechanic | 15398.950 | 1 | 7 | 5 | 4 | 1 | 1 | 8.41 | 3.0 | Good | 343.84 | 33.494442 | NM | 34.813970 | 47.607470 | High_spent_Medium_value_payments | 322.403143 | Standard | 341 |
50 | Media_Manager | 47280.760 | 5 | 3 | 17 | 0 | 8 | 20 | 11.91 | 3.0 | Standard | 1134.41 | 29.784021 | Yes | 0.000000 | 84.368102 | High_spent_Medium_value_payments | 536.938231 | Standard | 325 |
40 | Engineer | 34861.120 | 7 | 6 | 4 | 0 | 29 | 16 | 6.18 | 3.0 | Good | 748.76 | 33.905620 | No | 0.000000 | 109.938977 | Low_spent_Small_value_payments | 444.470356 | Standard | 356 |
34 | Accountant | 66749.640 | 6 | 4 | 9 | 3 | 25 | 13 | 10.88 | 6.0 | Standard | 303.85 | 39.125446 | Yes | 89.784895 | 633.744719 | Low_spent_Small_value_payments | 104.417387 | Standard | 139 |
36 | Mechanic | 107392.740 | 5 | 5 | 6 | 1 | 30 | 23 | 10.69 | 2.0 | Standard | 248.84 | 35.562237 | Yes | 51.613897 | 424.745606 | Low_spent_Medium_value_payments | 671.779997 | Standard | 233 |
50 | Engineer | 172413.640 | 2 | 3 | 2 | 0 | 12 | 9 | 3.18 | 2.0 | Good | 1094.29 | 40.363089 | No | 0.000000 | 831.091620 | Low_spent_Medium_value_payments | 874.788713 | Good | 267 |
27 | Journalist | 32012.570 | 4 | 7 | 20 | 1 | 25 | 16 | 13.81 | 4.0 | Standard | 87.33 | 28.323867 | NM | 19.873263 | 93.640996 | Low_spent_Large_value_payments | 418.857158 | Standard | 0 |
40 | Accountant | 53320.080 | 8 | 7 | 2 | 2 | 21 | 13 | 3.54 | 0.0 | Good | 592.65 | 34.266222 | No | 45.789962 | 401.920990 | Low_spent_Medium_value_payments | 271.023047 | Poor | 238 |
35 | Accountant | 70137.800 | 2 | 5 | 9 | 1 | 20 | 9 | 0.99 | 4.0 | Good | 335.10 | 38.879149 | No | 48.245671 | 88.893055 | High_spent_Medium_value_payments | 703.042940 | Poor | 373 |
43 | Lawyer | 60224.340 | 1 | 8 | 5 | 0 | 31 | 0 | 2.83 | 4.0 | Good | 1261.46 | 24.299596 | No | 0.000000 | 352.512753 | Low_spent_Small_value_payments | 440.356747 | Poor | 277 |
36 | Entrepreneur | 23163.380 | 4 | 3 | 8 | 5 | 17 | 14 | 9.38 | 8.0 | Standard | 506.30 | 32.433022 | Yes | 68.556429 | 98.490000 | Low_spent_Small_value_payments | 322.481737 | Standard | 0 |
38 | Lawyer | 17476.720 | 8 | 7 | 5 | 2 | 1 | 0 | 13.23 | 5.0 | Standard | 1470.22 | 36.089486 | NM | 24.914186 | 104.387261 | Low_spent_Medium_value_payments | 305.637886 | Standard | 0 |
33 | Lawyer | 59939.520 | 3 | 5 | 16 | 0 | 11 | 0 | 12.23 | 4.0 | Standard | 1338.53 | 30.842100 | Yes | 0.000000 | 256.047142 | Low_spent_Small_value_payments | 506.148858 | Standard | 376 |
31 | Media_Manager | 10457.880 | 6 | 8 | 29 | 8 | 34 | 16 | 8.90 | 6.0 | Bad | 1286.80 | 29.991007 | Yes | 68.548445 | 29.189266 | High_spent_Medium_value_payments | 221.111289 | Standard | 155 |
47 | Developer | 105816.450 | 4 | 3 | 11 | 1 | 23 | 12 | 11.37 | 4.0 | Standard | 1342.14 | 37.029399 | Yes | 79.495972 | 425.129142 | High_spent_Small_value_payments | 653.078636 | Standard | 242 |
24 | Writer | 69740.960 | 5 | 1 | 9 | 2 | 3 | 1 | 10.24 | 0.0 | Good | 894.04 | 32.091500 | NM | 78.454056 | 138.125987 | High_spent_Large_value_payments | 616.094623 | Good | 237 |
38 | Musician | 18670.980 | 5 | 5 | 14 | 4 | 25 | 17 | 15.92 | 7.0 | Standard | 1397.21 | 35.601870 | Yes | 32.444454 | 199.960347 | Low_spent_Small_value_payments | 212.986699 | Standard | 125 |
54 | Accountant | 14566.335 | 4 | 5 | 7 | 3 | 16 | 15 | 6.22 | 3.0 | Good | 765.44 | 38.992069 | No | 19.082335 | 0.000000 | Low_spent_Large_value_payments | 287.362930 | Good | 365 |
35 | Lawyer | 28005.440 | 1 | 3 | 1 | 1 | 4 | 3 | 3.25 | 3.0 | Good | 527.79 | 26.204831 | No | 21.980614 | 158.805269 | Low_spent_Large_value_payments | 347.492784 | Poor | 0 |
51 | Mechanic | 24778.800 | 5 | 7 | 20 | 0 | 24 | 11 | 15.28 | 9.0 | Standard | 179.10 | 30.809029 | Yes | 0.000000 | 60.698065 | High_spent_Medium_value_payments | 420.591935 | Standard | 188 |
16 | Scientist | 30773.870 | 4 | 4 | 19 | 2 | 28 | 14 | 14.84 | 5.0 | Standard | 1449.51 | 31.364520 | Yes | 28.910974 | 0.000000 | High_spent_Large_value_payments | 447.129191 | Standard | 187 |
50 | Manager | 34058.470 | 1 | 2 | 5 | 2 | 4 | 0 | 4.01 | 3.0 | Good | 339.54 | 28.630739 | No | 49.181506 | 86.329042 | High_spent_Small_value_payments | 411.910035 | Good | 294 |
45 | Architect | 36403.980 | 6 | 5 | 17 | 6 | 20 | 10 | 16.89 | 7.0 | Standard | 524.79 | 39.122427 | Yes | 133.185495 | 115.049871 | Low_spent_Medium_value_payments | 333.031133 | Standard | 188 |
28 | Engineer | 101066.400 | 4 | 4 | 12 | 2 | 24 | 8 | 12.35 | 6.0 | Standard | 1461.27 | 28.272958 | Yes | 95.706765 | 160.140266 | High_spent_Medium_value_payments | 848.872969 | Standard | 332 |
30 | Manager | 19995.550 | 6 | 6 | 29 | 5 | 22 | 16 | 19.26 | 11.0 | Standard | 1358.90 | 32.702406 | NM | 114.447902 | 206.517685 | Low_spent_Small_value_payments | 189.621922 | Poor | 69 |
50 | Musician | 124183.560 | 7 | 5 | 5 | 2 | 11 | 15 | 11.19 | 6.0 | Good | 247.96 | 23.802691 | No | 156.304952 | 892.928133 | Low_spent_Medium_value_payments | 246.429916 | Good | 372 |
20 | Entrepreneur | 17844.190 | 4 | 6 | 14 | 4 | 26 | 19 | 3.59 | 4.0 | Standard | 84.95 | 37.981035 | Yes | 53.398522 | 27.068881 | High_spent_Large_value_payments | 331.834180 | Standard | 271 |
22 | Scientist | 78810.640 | 6 | 5 | 16 | 2 | 7 | 0 | 18.03 | 6.0 | Standard | 54.46 | 33.163615 | Yes | 98.479571 | 103.838728 | High_spent_Large_value_payments | 682.537034 | Poor | 247 |
44 | Writer | 54904.100 | 7 | 7 | 7 | 2 | 8 | 18 | 3.81 | 2.0 | Good | 737.62 | 27.463648 | No | 62.195307 | 298.996351 | Low_spent_Small_value_payments | 412.742509 | Standard | 283 |
20 | Writer | 103228.740 | 3 | 7 | 12 | 0 | 21 | 10 | 3.87 | 4.0 | Standard | 1478.43 | 35.512070 | No | 0.000000 | 224.688938 | High_spent_Large_value_payments | 888.250562 | Standard | 208 |
50 | Scientist | 34974.410 | 6 | 4 | 18 | 0 | 26 | 10 | 8.14 | 1.0 | Standard | 505.88 | 38.854607 | Yes | 0.000000 | 241.803735 | Low_spent_Small_value_payments | 348.049681 | Standard | 383 |
27 | Media_Manager | 43820.670 | 1 | 2 | 11 | 0 | 15 | 0 | 2.37 | 4.0 | Good | 1301.41 | 37.675907 | No | 0.000000 | 81.556828 | High_spent_Large_value_payments | 524.315422 | Good | 319 |
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