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ID | Описание | Дата |
---|---|---|
8211d892-225a-4415-90f2-8c423ce292c7 | innovate 24/365 e-business | 2008-09-24 |
c4ad3933-7ee2-4479-b5c0-747dd7bc189c | benchmark global networks | 1998-11-15 |
0071a1b7-337e-40bc-a59e-03cc1c5a6459 | engineer synergistic action-items | 2000-10-03 |
fbe68953-a922-45a1-934b-61ad395f2c84 | exploit bleeding-edge e-markets | 1990-10-21 |
c25a869f-f0f2-4e70-bf42-861c60648a82 | benchmark innovative technologies | 1974-09-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Entrepreneur | 94511.790 | 5 | 3 | 9 | 0 | 1 | 9 | 0.29 | 0.0 | Good | 1315.60 | 35.798751 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 884.213658 | Standard | 221 |
29 | Doctor | 105565.650 | 1 | 3 | 11 | 1 | 15 | 4 | 0.00 | 3.0 | Good | 440.91 | 37.102679 | No | 49.608869 | 343.658743 | High_spent_Medium_value_payments | 721.046138 | Standard | 326 |
47 | Lawyer | 132473.040 | 3 | 5 | 9 | 2 | 0 | 5 | 4.37 | 4.0 | Good | 1412.35 | 31.746388 | No | 119.439990 | 273.638051 | High_spent_Medium_value_payments | 945.863959 | Standard | 396 |
30 | Architect | 35844.660 | 7 | 6 | 17 | 4 | 23 | 1718 | 12.07 | 5.0 | Standard | 62.16 | 36.307881 | Yes | 101.172327 | 130.382395 | Low_spent_Large_value_payments | 312.750778 | Standard | 216 |
26 | Engineer | 30377.050 | 6 | 5 | 10 | 1 | 26 | 15 | 7.34 | 2.0 | Standard | 1435.20 | 38.232639 | No | 17.317869 | 0.000000 | High_spent_Small_value_payments | 386.567994 | Standard | 356 |
54 | Doctor | 68042.580 | 4 | 7 | 7 | 0 | 7 | 12 | 10.96 | 4.0 | Standard | 1163.40 | 37.328862 | No | 0.000000 | 454.583647 | Low_spent_Small_value_payments | 408.237853 | Poor | 256 |
41 | Scientist | 26526.930 | 4 | 7 | 13 | 4 | 5 | 8 | 5.30 | 1.0 | Standard | 896.49 | 35.356119 | Yes | 76.556029 | 142.227068 | Low_spent_Small_value_payments | 291.174653 | Poor | 366 |
44 | Media_Manager | 44441.990 | 2 | 3 | 8 | 1 | 12 | 11 | 9.24 | 8.0 | Good | 191.55 | 33.382699 | No | 20.330946 | 188.572883 | Low_spent_Small_value_payments | 480.446088 | Good | 293 |
24 | Teacher | 23522.970 | 3 | 7 | 7 | 1 | 30 | 14 | 3.81 | 0.0 | Standard | 1478.07 | 29.126280 | Yes | 18.666445 | 45.266256 | High_spent_Medium_value_payments | 387.092049 | Standard | 258 |
27 | Journalist | 12167.220 | 5 | 7 | 15 | 0 | 17 | 5 | 7.83 | 6.0 | Standard | 124.66 | 38.903308 | Yes | 97.317088 | 46.015888 | High_spent_Medium_value_payments | 325.177612 | Good | 216 |
16 | Entrepreneur | 18249.160 | 4 | 7 | 6 | 2 | 13 | 13 | 16.09 | 4.0 | Standard | 496.55 | 31.376354 | Yes | 21.584005 | 218.436116 | Low_spent_Small_value_payments | 217.756212 | Standard | 113 |
45 | Mechanic | 34652.700 | 6 | 7 | 14 | 3 | 5 | 0 | 9.56 | 4.0 | Standard | 1096.33 | 31.958819 | Yes | 64.680312 | 250.872096 | Low_spent_Large_value_payments | 252.020092 | Standard | 0 |
38 | Engineer | 39136.420 | 4 | 3 | 4 | 0 | 13 | 0 | 11.29 | 2.0 | Good | 493.42 | 38.375619 | No | 0.000000 | 121.775903 | High_spent_Medium_value_payments | 479.460930 | Good | 205 |
41 | Lawyer | 99858.150 | 2 | 7 | 8 | 4 | 18 | 9 | 9.43 | 1.0 | Good | 1392.72 | 36.275851 | No | 190.614256 | 530.103318 | High_spent_Small_value_payments | 370.333675 | Standard | 276 |
40 | Doctor | 87792.390 | 3 | 7 | 6 | 2 | 7 | 5 | 3.34 | 4.0 | Good | 693.37 | 34.643189 | No | 101.205946 | 206.254972 | High_spent_Medium_value_payments | 687.342332 | Good | 0 |
42 | Lawyer | 53876.880 | 8 | 7 | 19 | 5 | 56 | 11 | 19.96 | 10.0 | Standard | 1341.25 | 34.784210 | Yes | 168.709708 | 425.387629 | Low_spent_Medium_value_payments | 142.576663 | Poor | 235 |
49 | Mechanic | 19577.155 | 3 | 2 | 1 | 2 | 3 | 8 | 10.94 | 3.0 | Good | 1140.51 | 35.398273 | No | 20.760294 | 223.679460 | Low_spent_Small_value_payments | 211.503204 | Standard | 209 |
23 | Engineer | 13762.450 | 7 | 6 | 13 | 5 | 14 | 0 | 8.39 | 6.0 | Standard | 720.94 | 34.526355 | Yes | 46.735373 | 80.387285 | Low_spent_Small_value_payments | 253.964425 | Standard | 135 |
41 | Accountant | 95895.720 | 0 | 5 | 3 | 3 | 10 | 8 | 1.75 | 1.0 | Good | 553.13 | 31.490451 | NM | 164.815567 | 549.642593 | Low_spent_Large_value_payments | 340.672839 | Good | 0 |
48 | Doctor | 30804.390 | 2 | 5 | 3 | 4 | 7 | 6 | 0.54 | 0.0 | Good | 884.38 | 33.321017 | NM | 80.719213 | 71.716553 | High_spent_Medium_value_payments | 342.367484 | Standard | 386 |
25 | Doctor | 40193.940 | 4 | 1 | 6 | 4 | 6 | 3 | 7.40 | 1.0 | Good | 967.50 | 32.545873 | No | 84.364531 | 220.157087 | High_spent_Small_value_payments | 295.827882 | Standard | 309 |
38 | Writer | 22143.310 | 5 | 6 | 17 | 3 | 25 | 19 | 2.18 | 1.0 | Standard | 1428.31 | 24.507134 | Yes | 54.364976 | 46.623434 | High_spent_Medium_value_payments | 360.039173 | Standard | 361 |
18 | Musician | 146880.840 | 1 | 6 | 2 | 1 | 25 | 7 | 5.04 | 1.0 | Good | 387.53 | 29.828133 | No | 98.031931 | 98.614732 | High_spent_Large_value_payments | 1280.560337 | Poor | 287 |
45 | Lawyer | 30207.150 | 3 | 3 | 13 | 4 | 30 | 15 | 8.66 | 6.0 | Standard | 1423.88 | 32.202858 | Yes | 61.077488 | 31.550297 | High_spent_Medium_value_payments | 384.598466 | Standard | 228 |
35 | Media_Manager | 67422.800 | 4 | 7 | 12 | 2 | 5 | 13 | 0.00 | 1.0 | Standard | 1082.56 | 32.141505 | Yes | 85.747836 | 378.856449 | Low_spent_Medium_value_payments | 358.952382 | Standard | 351 |
28 | Architect | 91561.260 | 4 | 5 | 7 | 0 | 24 | 19 | 14.60 | 7.0 | Standard | 130.30 | 28.815625 | Yes | 0.000000 | 782.292696 | Low_spent_Small_value_payments | 278.517804 | Standard | 365 |
15 | Engineer | 17471.630 | 6 | 4 | 8 | 6 | 16 | 12 | 14.51 | 8.0 | Standard | 1050.26 | 25.503941 | Yes | 58.905041 | 87.805548 | Low_spent_Small_value_payments | 261.586327 | Standard | 208 |
24 | Engineer | 112282.400 | 4 | 3 | 16 | 0 | 26 | 13 | 9.63 | 3.0 | Standard | 1113.98 | 28.465392 | Yes | 0.000000 | 347.594681 | High_spent_Medium_value_payments | 812.691986 | Standard | 336 |
44 | Musician | 14656.405 | 5 | 5 | 15 | 5 | 12 | 20 | 7.44 | 12.0 | Standard | 1328.53 | 36.901490 | Yes | 39.195257 | 43.604687 | Low_spent_Small_value_payments | 309.636764 | Standard | 0 |
46 | Entrepreneur | 61358.660 | 4 | 3 | 7 | 1 | 5 | 16 | 3.00 | 4.0 | Good | 1025.81 | 32.572486 | No | 32.866218 | 113.224927 | High_spent_Large_value_payments | 579.831022 | Good | 234 |
22 | Developer | 68289.320 | 1 | 7 | 1 | 3 | 0 | 2 | 9.57 | 4.0 | Good | 957.71 | 31.328831 | NM | 129.837910 | 381.889620 | Low_spent_Small_value_payments | 319.450137 | Good | 312 |
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