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ID | Описание | Дата |
---|---|---|
867edf0f-78ca-4961-ab6b-0acdadfef11f | maximize collaborative infrastructures | 2010-07-18 |
25d9cfd6-f776-4dc9-9ea8-299de0c7e92e | syndicate intuitive technologies | 2010-10-03 |
f2553efb-66f5-459a-937c-463acbfb3ba2 | drive back-end models | 1981-02-23 |
8fe49c4f-9017-453a-9ace-d58db2682c61 | disintermediate strategic e-business | 1993-01-17 |
b8d082b2-f8a1-448d-8ceb-07a12294e74b | e-enable next-generation web services | 2019-01-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Mechanic | 83845.700 | 5 | 7 | 4 | 2 | 8 | 8 | 3.59 | 4.0 | Good | 49.60 | 39.365555 | No | 107.381130 | 328.029048 | Low_spent_Medium_value_payments | 540.403988 | Good | 306 |
25 | Mechanic | 12985.715 | 4 | 3 | 15 | 1 | 5 | 13 | 5.02 | 4.0 | Standard | 355.39 | 37.461351 | Yes | 8.733920 | 128.383527 | Low_spent_Small_value_payments | 269.296845 | Standard | 369 |
27 | Scientist | 43452.150 | 3 | 6 | 7 | 5 | 30 | 9 | 10.40 | 11.0 | Standard | 859.42 | 28.631816 | Yes | 155.260137 | 247.293909 | Low_spent_Large_value_payments | 253.847205 | Standard | 123 |
36 | Entrepreneur | 73376.940 | 5 | 5 | 10 | 3 | 5 | 0 | 7.51 | 6.0 | Good | 493.15 | 33.822362 | No | 178.470965 | 85.211882 | High_spent_Medium_value_payments | 582.491653 | Poor | 275 |
47 | Teacher | 57728.220 | 4 | 6 | 8 | 4 | 21 | 9 | 9.20 | 3.0 | Good | 167.02 | 30.943925 | No | 174.141939 | 37.303398 | High_spent_Large_value_payments | 494.723163 | Standard | 235 |
39 | Teacher | 14930.950 | 3 | 4 | 3 | 4 | 12 | 8 | 10.49 | 5.0 | Good | 1326.75 | 23.932039 | No | 25.219020 | 84.996495 | Low_spent_Medium_value_payments | 266.709068 | Good | 205 |
30 | Doctor | 15293.550 | 7 | 3 | 18 | 3 | 22 | 13 | 17.87 | 7.0 | Standard | 939.47 | 29.806375 | Yes | 23.754683 | 96.284213 | Low_spent_Small_value_payments | 295.107354 | Standard | 231 |
49 | Scientist | 32357.410 | 5 | 3 | 9 | 0 | 20 | 19 | 8.89 | 8.0 | Good | 681.22 | 38.933952 | No | 0.000000 | 189.889821 | Low_spent_Small_value_payments | 345.755262 | Good | 318 |
38 | Manager | 99845.400 | 1 | 1 | 11 | 2 | 10 | 2 | 4.84 | 1.0 | Good | 778.10 | 35.944393 | No | 136.474227 | 74.801111 | High_spent_Large_value_payments | 888.769662 | Standard | 252 |
24 | Media_Manager | 67059.180 | 8 | 6 | 18 | 4 | 19 | 18 | 11.57 | 8.0 | Standard | 255.76 | 31.988042 | Yes | 167.123999 | 0.000000 | Low_spent_Large_value_payments | 174.705784 | Good | 75 |
20 | Engineer | 42082.910 | 4 | 4 | 12 | 3 | 3 | 11 | 9.17 | 0.0 | Good | 821.71 | 34.713192 | NM | 87.564336 | 228.565908 | High_spent_Small_value_payments | 296.660673 | Standard | 243 |
31 | Mechanic | 63525.640 | 4 | 7 | 9 | 3 | 14 | 5 | 10.73 | 2.0 | Good | 1016.00 | 40.952116 | No | 145.929560 | 325.917099 | Low_spent_Small_value_payments | 359.133674 | Good | 363 |
39 | Architect | 42956.580 | 5 | 3 | 2 | 0 | 14 | 8 | 1.16 | 4.0 | Good | 541.70 | 37.534557 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 520.040995 | Good | 268 |
52 | Manager | 108171.630 | 3 | 4 | 7 | 3 | 14 | 9 | 5.24 | 3.0 | Good | 461.19 | 28.462950 | No | 145.870633 | 276.047282 | High_spent_Medium_value_payments | 737.612334 | Poor | 353 |
40 | Accountant | 10897.385 | 5 | 6 | 16 | 2 | 15 | 18 | 19.66 | 2.0 | Standard | 401.56 | 28.656283 | Yes | 12.985339 | 64.842265 | Low_spent_Large_value_payments | 295.083938 | Standard | 0 |
26 | Accountant | 41360.300 | 3 | 7 | 12 | 1 | 16 | 10 | 0.00 | 0.0 | Good | 254.29 | 37.718499 | No | 33.647688 | 436.231332 | Low_spent_Small_value_payments | 162.590147 | Poor | 255 |
22 | Accountant | 80983.640 | 6 | 3 | 15 | 4 | 19 | 18 | 16.91 | 7.0 | Standard | 982.44 | 34.833841 | Yes | 188.456595 | 101.120201 | High_spent_Medium_value_payments | 629.686870 | Standard | 333 |
25 | Journalist | 46586.800 | 6 | 7 | 20 | 0 | 27 | 13 | 14.98 | 8.0 | Standard | 852.20 | 34.117661 | Yes | 0.000000 | 112.571876 | High_spent_Medium_value_payments | 540.051458 | Good | 111 |
44 | Engineer | 15451.115 | 4 | 6 | 10 | 4 | 12 | 10 | 18.30 | 2.0 | Standard | 56.86 | 25.756098 | Yes | 32.676880 | 107.260075 | Low_spent_Small_value_payments | 299.622337 | Standard | 0 |
35 | Architect | 58176.600 | 6 | 4 | 13 | 3 | 19 | 15 | 11.38 | 4.0 | Standard | 1457.80 | 30.199785 | Yes | 120.080572 | 0.000000 | High_spent_Medium_value_payments | 530.286973 | Poor | 173 |
29 | Engineer | 12860.845 | 3 | 7 | 8 | 0 | 19 | 15 | 10.55 | 0.0 | Standard | 209.28 | 27.241878 | No | 0.000000 | 33.958106 | High_spent_Small_value_payments | 322.715602 | Standard | 334 |
27 | Architect | 98227.080 | 6 | 4 | 17 | 3 | 5 | 11 | 2.92 | 2.0 | Standard | 1472.89 | 35.507502 | No | 154.800942 | 212.093069 | High_spent_Small_value_payments | 737.264989 | Standard | 353 |
45 | Lawyer | 34534.820 | 3 | 6 | 8 | 1 | 3 | 4 | 1.16 | 4.0 | Good | 132.98 | 36.701238 | No | 23.394635 | 96.439925 | High_spent_Medium_value_payments | 446.755607 | Standard | 376 |
32 | Entrepreneur | 20618.070 | 9 | 7 | 27 | 5 | 31 | 15 | 9.76 | 12.0 | Bad | 1424.45 | 25.084121 | Yes | 48.454130 | 34.694781 | High_spent_Small_value_payments | 320.268339 | Poor | 144 |
18 | Teacher | 16888.405 | 6 | 6 | 16 | 1 | 29 | 11 | 11.17 | 0.0 | Standard | 724.57 | 40.550542 | No | 8.157936 | 161.366895 | Low_spent_Small_value_payments | 276.911877 | Standard | 307 |
19 | Media_Manager | 135178.440 | 0 | 6 | 6 | 0 | 25 | 10 | 12.27 | 3.0 | Good | 1024.39 | 42.702136 | No | 0.000000 | 209.263422 | High_spent_Small_value_payments | 1205.023578 | Poor | 306 |
23 | Mechanic | 15710.555 | 4 | 5 | 19 | 4 | 21 | 20 | 2.58 | 0.0 | Standard | 442.17 | 25.491784 | No | 26.492123 | 48.348816 | Low_spent_Small_value_payments | 344.180353 | Standard | 291 |
41 | Media_Manager | 42079.650 | 4 | 7 | 6 | 2 | 11 | 14 | 24.34 | 5.0 | Standard | 1460.57 | 30.026365 | Yes | 53.360837 | 27.075949 | High_spent_Large_value_payments | 515.726964 | Standard | 220 |
32 | Entrepreneur | 27339.810 | 3 | 5 | 9 | 1 | 19 | 14 | 3.82 | 6.0 | Standard | 1342.51 | 24.407890 | No | 14.668754 | 287.289963 | Low_spent_Small_value_payments | 239.873034 | Poor | 285 |
21 | Architect | 14367.780 | 1 | 6 | 7 | 0 | 10 | 2 | 8.05 | 3.0 | Good | 1104.44 | 35.859274 | No | 0.000000 | 116.779429 | Low_spent_Small_value_payments | 274.752071 | Poor | 274 |
28 | Doctor | 58731.760 | 5 | 3 | 14 | 2 | 2 | 15 | 12.92 | 4.0 | Standard | 1229.65 | 35.918752 | Yes | 79.221230 | 167.195548 | High_spent_Small_value_payments | 473.514555 | Standard | 295 |
38 | Manager | 85744.120 | 6 | 7 | 11 | 2 | 30 | 18 | 22.08 | 5.0 | Standard | 717.79 | 30.473678 | Yes | 72.099176 | 116.068937 | High_spent_Large_value_payments | 764.366219 | Standard | 185 |
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