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ID | Описание | Дата |
---|---|---|
f61fb08a-7bf0-4433-9b2d-b3192538a7ce | generate synergistic paradigms | 1972-01-12 |
e326b938-f9b5-4303-bd8f-4a67b9ee117d | aggregate strategic synergies | 1985-03-04 |
7b9940d6-0063-4d7c-b759-c1691b541fb5 | redefine dynamic supply-chains | 2004-08-22 |
5c4c91e2-1ec5-46bf-a9c1-0b69a724612e | optimize B2C portals | 1992-01-21 |
c46bbce5-9a62-453b-82dd-87959c43dabe | aggregate revolutionary systems | 2002-11-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Manager | 62316.630 | 8 | 4 | 7 | 2 | 12 | 0 | 0.94 | 1.0 | Standard | 417.27 | 33.994392 | No | 82.733177 | 93.133628 | High_spent_Medium_value_payments | 563.638445 | Standard | 319 |
37 | Architect | 64397.880 | 7 | 5 | 11 | 0 | 21 | 15 | 19.43 | 11.0 | Standard | 1001.74 | 26.553337 | Yes | 0.000000 | 269.307200 | High_spent_Small_value_payments | 514.741800 | Standard | 233 |
43 | Mechanic | 18957.370 | 2 | 5 | 3 | 2 | 2 | 1 | 3.58 | 3.0 | Good | 288.32 | 28.544794 | No | 30.628576 | 102.406757 | Low_spent_Large_value_payments | 300.742750 | Standard | 0 |
16 | Teacher | 17461.980 | 6 | 5 | 21 | 2 | 59 | 18 | 14.77 | 11.0 | Standard | 1405.70 | 27.708429 | NM | 28.094849 | 149.364534 | Low_spent_Small_value_payments | 276.757117 | Poor | 223 |
53 | Accountant | 19740.445 | 1 | 5 | 1 | 1 | 6 | 7 | 3.60 | 0.0 | Good | 23.20 | 28.710773 | NM | 15.719215 | 209.594103 | Low_spent_Small_value_payments | 235.890390 | Good | 300 |
29 | Teacher | 36794.540 | 7 | 4 | 9 | 0 | 27 | 15 | 8.69 | 5.0 | Standard | 1117.63 | 38.136225 | NM | 0.000000 | 40.653142 | High_spent_Large_value_payments | 515.868025 | Standard | 106 |
39 | Accountant | 21490.820 | 3 | 5 | 5 | 4 | 30 | 8 | 8.00 | 5.0 | Standard | 437.91 | 23.439835 | Yes | 58.148358 | 44.766720 | Low_spent_Large_value_payments | 348.375089 | Good | 315 |
27 | Accountant | 122425.800 | 4 | 4 | 6 | 2 | 29 | 18 | 15.19 | 2.0 | Standard | 1252.30 | 35.644195 | Yes | 148.188179 | 67.568392 | High_spent_Large_value_payments | 1024.358429 | Standard | 282 |
21 | Teacher | 34512.780 | 3 | 5 | 7 | 2 | 14 | 2 | 14.36 | 4.0 | Good | 394.52 | 23.149611 | No | 36.117369 | 203.865385 | Low_spent_Small_value_payments | 340.223746 | Poor | 343 |
29 | Teacher | 28081.940 | 5 | 6 | 2 | 1 | 14 | 19 | 11.99 | 0.0 | Good | 233.76 | 26.151554 | No | 18.292355 | 238.588704 | Low_spent_Medium_value_payments | 263.735107 | Good | 242 |
25 | Engineer | 18115.210 | 9 | 8 | 18 | 6 | 16 | 8 | 10.18 | 11.0 | Standard | 1440.76 | 22.492853 | Yes | 62.846716 | 85.401712 | Low_spent_Small_value_payments | 274.511655 | Poor | 226 |
33 | Scientist | 171280.880 | 2 | 6 | 11 | 1 | 10 | 10 | 5.00 | 3.0 | Good | 421.66 | 35.791606 | No | 115.328892 | 1161.575363 | Low_spent_Large_value_payments | 408.836411 | Good | 198 |
42 | Scientist | 85494.500 | 1 | 4 | 3 | 1 | 4 | 9 | 11.81 | 1.0 | Good | 1351.71 | 25.833399 | No | 35.745251 | 885.854767 | Low_spent_Small_value_payments | 102.054149 | Standard | 186 |
36 | Doctor | 29555.140 | 7 | 3 | 13 | 5 | 26 | 17 | 3.04 | 6.0 | Standard | 1488.29 | 24.998500 | NM | 81.465427 | 204.324653 | Low_spent_Large_value_payments | 250.602753 | Standard | 149 |
40 | Doctor | 87792.390 | 3 | 7 | 6 | 2 | 10 | 8 | 3.34 | 4.0 | Good | 693.37 | 28.679751 | No | 101.205946 | 150.968950 | High_spent_Large_value_payments | 732.628354 | Good | 242 |
24 | Media_Manager | 90783.750 | 4 | 3 | 3 | 0 | 26 | 19 | 2.48 | 5.0 | Good | 54.93 | 28.572005 | No | 0.000000 | 183.884980 | High_spent_Large_value_payments | 828.846270 | Poor | 260 |
45 | Writer | 36479.270 | 1 | 7 | 7 | 2 | 12 | 0 | 3.01 | 1.0 | Good | 719.70 | 30.849113 | No | 44.375759 | 131.625204 | Low_spent_Large_value_payments | 418.192953 | Standard | 360 |
44 | Lawyer | 154868.240 | 2 | 5 | 10 | 0 | 14 | 3 | 4.16 | 4.0 | Good | 242.75 | 33.505774 | NM | 0.000000 | 321.606332 | High_spent_Large_value_payments | 1223.562334 | Poor | 357 |
19 | Manager | 161689.720 | 0 | 7 | 6 | 0 | 16 | 4 | 1.59 | 5.0 | Good | 1050.75 | 39.725858 | No | 0.000000 | 552.621432 | High_spent_Medium_value_payments | 1050.592901 | Standard | 345 |
24 | Scientist | 82405.980 | 5 | 5 | 12 | 2 | 27 | 13 | 1.25 | 4.0 | Standard | 218.44 | 37.372909 | No | 72.633969 | 268.001205 | Low_spent_Medium_value_payments | 648.681326 | Standard | 331 |
24 | Doctor | 40193.940 | 4 | 1 | 6 | 4 | 6 | 4 | 7.40 | 0.0 | Good | 967.50 | 33.711407 | No | 84.364531 | 0.000000 | Low_spent_Medium_value_payments | 246.038197 | Standard | 302 |
40 | Architect | 33355.810 | 6 | 5 | 12 | 2 | 13 | 17 | 11.52 | 4.0 | Standard | 461.34 | 22.913540 | Yes | 31.721847 | 275.196784 | Low_spent_Small_value_payments | 281.246452 | Poor | 218 |
30 | Architect | 52977.540 | 8 | 7 | 12 | 1 | 11 | 6 | 12.27 | 1.0 | Standard | 174.20 | 30.810156 | Yes | 42.307392 | 188.773702 | High_spent_Medium_value_payments | 490.098407 | Standard | 336 |
38 | Developer | 29510.870 | 4 | 7 | 12 | 3 | 4 | 1 | 8.71 | 4.0 | Good | 1147.62 | 37.158854 | No | 49.707347 | 208.598459 | Low_spent_Small_value_payments | 287.718111 | Standard | 200 |
43 | Architect | 12683.275 | 8 | 3 | 6 | 1 | 17 | 18 | 8.73 | 1.0 | Standard | 1166.91 | 34.814908 | Yes | 7.067810 | 59.478127 | High_spent_Small_value_payments | 287.348021 | Standard | 359 |
45 | Media_Manager | 72034.860 | 5 | 6 | 13 | 0 | 16 | 18 | 0.00 | 3.0 | Standard | 1030.69 | 25.829737 | Yes | 0.000000 | 137.504882 | High_spent_Large_value_payments | 680.585618 | Standard | 0 |
20 | Teacher | 24127.790 | 5 | 7 | 15 | 5 | 20 | 16 | 13.47 | 6.0 | Standard | 899.21 | 27.326067 | NM | 96.919648 | 23.718617 | High_spent_Medium_value_payments | 339.126652 | Standard | 0 |
36 | Manager | 170730.600 | 4 | 7 | 3 | 0 | 15 | 4 | 2.54 | 4.0 | Good | 327.43 | 26.187136 | No | 0.000000 | 987.747676 | Low_spent_Medium_value_payments | 727.607324 | Standard | 243 |
34 | Manager | 35611.710 | 4 | 6 | 2 | 0 | 14 | 175 | 10.06 | 3.0 | Good | 1092.47 | 26.416261 | No | 0.000000 | 95.759328 | High_spent_Medium_value_payments | 479.804922 | Standard | 285 |
22 | Media_Manager | 34628.060 | 1 | 3 | 4 | 1 | 8 | 3 | 0.50 | 0.0 | Good | 1024.50 | 37.098162 | NM | 21.688934 | 103.607035 | High_spent_Medium_value_payments | 428.871197 | Standard | 285 |
31 | Scientist | 39550.490 | 3 | 4 | 1 | 3 | 5 | 4 | 8.71 | 3.0 | Good | 234.48 | 25.767702 | No | 70.313040 | 80.147240 | High_spent_Medium_value_payments | 444.727136 | Good | 305 |
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