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ID | Описание | Дата |
---|---|---|
e7ff8807-8143-497b-83e6-024bbde6e945 | leverage front-end schemas | 2004-02-20 |
307b6b2e-bf85-4448-a6d8-ed52eaa0cdd2 | orchestrate e-business communities | 1982-04-15 |
91aae930-1879-491c-83e7-d2a1db951d8f | facilitate transparent applications | 1972-04-18 |
a7695b4e-6345-4c08-9062-a2a1c610607c | seize robust networks | 1973-01-18 |
fd8d3dac-1c56-4e69-a387-c70ff823b90b | streamline rich channels | 1976-05-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Musician | 35518.980 | 8 | 6 | 9 | 3 | 12 | 16 | 15.52 | 9.0 | Standard | 1270.18 | 39.510154 | Yes | 84.755343 | 142.660312 | Low_spent_Large_value_payments | 349.475845 | Good | 137 |
32 | Doctor | 79837.020 | 2 | 7 | 10 | 1 | 14 | 5 | 8.72 | 4.0 | Good | 585.77 | 25.876913 | No | 66.058063 | 536.648108 | Low_spent_Small_value_payments | 328.702328 | Standard | 394 |
31 | Writer | 95999.440 | 7 | 3 | 7 | 0 | 26 | 20 | 7.78 | 6.0 | Standard | 1090.59 | 28.528049 | Yes | 0.000000 | 145.687720 | High_spent_Medium_value_payments | 876.907613 | Standard | 284 |
47 | Mechanic | 114201.560 | 3 | 7 | 12 | 1 | 2 | 7 | 4.26 | 1.0 | Good | 1490.40 | 29.484105 | No | 90.371061 | 766.352935 | Low_spent_Medium_value_payments | 360.155670 | Standard | 331 |
35 | Manager | 21734.190 | 4 | 1 | 10 | 1 | 1 | 0 | 8.11 | 4.0 | Good | 263.20 | 35.344725 | No | 13.359059 | 75.507119 | Low_spent_Small_value_payments | 358.352072 | Standard | 341 |
49 | Lawyer | 37813.970 | 5 | 6 | 11 | 2 | 9 | 5 | 1.91 | 4.0 | Good | 880.43 | 34.219840 | No | 36.017052 | 70.172359 | High_spent_Large_value_payments | 457.127005 | Standard | 220 |
26 | Entrepreneur | 29648.860 | 3 | 5 | 15 | 3 | 5 | 23 | 17.93 | 6.0 | Standard | 614.03 | 33.732106 | Yes | 53.222057 | 54.608446 | High_spent_Small_value_payments | 403.843330 | Standard | 352 |
52 | Architect | 42103.180 | 4 | 2 | 12 | 2 | 2 | 4 | 5.00 | 2.0 | Good | 725.53 | 21.896157 | No | 42.468579 | 344.515732 | Low_spent_Small_value_payments | 235.775522 | Good | 381 |
45 | Musician | 41811.510 | 4 | 4 | 3 | 3 | 12 | 0 | 9.16 | 4.0 | Good | 1137.64 | 25.387665 | No | 68.277045 | 30.468063 | High_spent_Large_value_payments | 485.384141 | Standard | 393 |
24 | Developer | 121622.840 | 0 | 3 | 12 | 2 | 17 | 0 | 9.02 | 1.0 | Good | 1391.33 | 33.169193 | No | 173.288300 | 519.500388 | Low_spent_Medium_value_payments | 595.334979 | Good | 244 |
37 | Journalist | 60965.310 | 7 | 4 | 13 | 1 | 7 | 14 | 3.85 | 6.0 | Standard | 287.40 | 39.157075 | No | 28.650269 | 223.019029 | Low_spent_Medium_value_payments | 529.574952 | Standard | 351 |
25 | Mechanic | 44864.550 | 4 | 7 | 2 | 4 | 12 | 0 | 7.34 | 1.0 | Good | 441.24 | 38.141225 | No | 107.490080 | 130.799112 | High_spent_Medium_value_payments | 395.782058 | Poor | 385 |
47 | Lawyer | 45034.340 | 4 | 7 | 8 | 2 | 8 | 0 | 8.30 | 0.0 | Good | 36.56 | 40.358725 | No | 48.726394 | 218.122542 | Low_spent_Large_value_payments | 405.337231 | Standard | 279 |
36 | Teacher | 19744.640 | 3 | 6 | 34 | 3 | 22 | 11 | 11.10 | 5.0 | Standard | 1262.89 | 26.491929 | Yes | 28.521276 | 62.673283 | Low_spent_Small_value_payments | 343.944108 | Poor | 217 |
55 | Doctor | 22133.010 | 5 | 6 | 5 | 0 | 18 | 11 | 1.64 | 2.0 | Standard | 1071.74 | 27.145750 | No | 0.000000 | 115.991245 | Low_spent_Medium_value_payments | 322.350505 | Standard | 230 |
52 | Mechanic | 44184.710 | 5 | 5 | 11 | 0 | 15 | 12 | 8.64 | 5.0 | Good | 208.05 | 35.605268 | NM | 0.000000 | 120.332240 | High_spent_Medium_value_payments | 509.473676 | Standard | 367 |
31 | Musician | 82995.820 | 2 | 2 | 10 | 2 | 9 | 8 | 2.05 | 5.0 | Good | 1424.11 | 31.514054 | No | 87.418038 | 414.128132 | High_spent_Small_value_payments | 467.685664 | Good | 330 |
22 | Teacher | 8693.970 | 6 | 5 | 18 | 7 | 36 | 25 | 17.72 | 10.0 | Bad | 1496.11 | 38.700312 | Yes | 29.310508 | 41.312061 | Low_spent_Small_value_payments | 286.927181 | Standard | 150 |
28 | Lawyer | 73600.260 | 6 | 7 | 17 | 4 | 16 | 13 | 7.32 | 6.0 | Standard | 691.31 | 29.039729 | No | 177.363826 | 114.649671 | High_spent_Small_value_payments | 606.222003 | Standard | 0 |
34 | Journalist | 16310.210 | 6 | 6 | 29 | 7 | 38 | 13 | 26.08 | 10.0 | Standard | 1306.23 | 39.463231 | Yes | 85.514029 | 187.451845 | Low_spent_Small_value_payments | 173.552543 | Poor | 187 |
42 | Mechanic | 16955.240 | 7 | 5 | 19 | 2 | 11 | 20 | 19.20 | 4.0 | Standard | 714.71 | 39.180245 | Yes | 84.642852 | 94.791517 | Low_spent_Small_value_payments | 339.372578 | Standard | 216 |
41 | Manager | 131091.120 | 0 | 5 | 12 | 0 | 13 | 0 | 0.00 | 3.0 | Good | 367.77 | 34.027387 | No | 0.000000 | 132.925194 | High_spent_Large_value_payments | 1192.600806 | Good | 252 |
30 | Entrepreneur | 10196.610 | 8 | 7 | 20 | 6 | 14 | 12 | 14.88 | 9.0 | Standard | 699.60 | 39.522011 | Yes | 39.552255 | 20.294865 | Low_spent_Small_value_payments | 287.624630 | Standard | 180 |
41 | Lawyer | 7664.315 | 6 | 5 | 15 | 5 | 35 | 12 | 12.60 | 7.0 | Standard | 1294.45 | 28.434057 | Yes | 24.236104 | 122.719358 | Low_spent_Small_value_payments | 234.913829 | Standard | 146 |
27 | Teacher | 97363.360 | 6 | 6 | 16 | 3 | 13 | 12 | 15.50 | 6.0 | Standard | 205.37 | 35.595408 | Yes | 152.396913 | 110.585479 | High_spent_Medium_value_payments | 792.978941 | Poor | 169 |
52 | Accountant | 59494.140 | 0 | 4 | 2 | 1 | 6 | 3 | 6.60 | 0.0 | Good | 662.71 | 38.512720 | No | 31.134101 | 121.061405 | Low_spent_Large_value_payments | 634.088994 | Good | 345 |
36 | Teacher | 34829.920 | 4 | 5 | 9 | 1 | 3 | 1 | 9.26 | 2.0 | Good | 211.51 | 39.288751 | No | 26.930854 | 108.616442 | High_spent_Small_value_payments | 427.602037 | Good | 295 |
55 | Journalist | 134630.910 | 5 | 1 | 5 | 0 | 13 | 2 | 7.65 | 3.0 | Good | 647.77 | 44.908038 | No | 0.000000 | 170.860714 | High_spent_Medium_value_payments | 1228.263536 | Standard | 240 |
48 | Manager | 36990.530 | 0 | 5 | 1 | 3 | 2 | 4 | 4.58 | 0.0 | Good | 147.75 | 31.270292 | No | 68.155230 | 132.052325 | Low_spent_Small_value_payments | 373.446861 | Good | 250 |
36 | Accountant | 15291.670 | 4 | 5 | 20 | 1 | 17 | 14 | 16.26 | 2.0 | Standard | 121.04 | 30.976021 | Yes | 7.334973 | 0.000000 | Low_spent_Large_value_payments | 339.293195 | Standard | 294 |
43 | Doctor | 69445.680 | 7 | 7 | 1 | 0 | 22 | 17 | 1.47 | 2.0 | Good | 872.64 | 31.295217 | No | 0.000000 | 215.131005 | High_spent_Medium_value_payments | 628.582995 | Good | 355 |
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