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ID | Описание | Дата |
---|---|---|
fe874116-cc75-4725-81df-22e2e14651ee | synergize cutting-edge ROI | 2009-01-14 |
df43c2c5-ff39-463c-90af-e8caec49cc31 | monetize wireless web services | 2015-07-02 |
19095313-cbce-468e-ab11-9e34afdc8182 | generate synergistic convergence | 1985-03-06 |
c27c727b-1729-478f-aaa3-f8b3c025607c | target efficient models | 2021-11-20 |
fe10e14f-1e5d-4254-a018-72c3109f9225 | visualize turn-key systems | 1970-01-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Architect | 26716.090 | 4 | 5 | 6 | 3 | 27 | 16 | 4.10 | 1.0 | Standard | 643.89 | 28.593992 | No | 55.139933 | 52.122641 | High_spent_Medium_value_payments | 379.971510 | Good | 193 |
45 | Musician | 21484.035 | 5 | 3 | 8 | 3 | 25 | 12 | 1.08 | 4.0 | Good | 939.20 | 29.614998 | No | 33.155267 | 27.268956 | High_spent_Medium_value_payments | 396.909403 | Poor | 315 |
49 | Engineer | 33835.160 | 5 | 3 | 13 | 3 | 22 | 19 | 3.88 | 1.0 | Standard | 1353.86 | 26.763628 | No | 68.072978 | 164.485515 | High_spent_Small_value_payments | 308.201173 | Standard | 334 |
30 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 17 | 14 | 12.89 | 4.0 | Standard | 843.67 | 29.515075 | Yes | 27.775905 | 35.345361 | Low_spent_Medium_value_payments | 343.187442 | Standard | 252 |
14 | Manager | 28312.790 | 3 | 3 | 5 | 3 | 26 | 9 | 20.57 | 5.0 | Standard | 365.77 | 29.008848 | NM | 50.677357 | 264.982959 | Low_spent_Medium_value_payments | 220.979600 | Standard | 116 |
49 | Media_Manager | 60725.280 | 3 | 3 | 19 | 1 | 10 | 13 | 11.74 | 8.0 | Standard | 977.18 | 24.156121 | NM | 37.949095 | 52.747655 | High_spent_Medium_value_payments | 651.347250 | Standard | 230 |
42 | Writer | 28843.090 | 5 | 6 | 15 | 2 | 24 | 17 | 10.55 | 5.0 | Standard | 74.41 | 41.456221 | Yes | 25.783490 | 165.642789 | Low_spent_Large_value_payments | 318.032804 | Standard | 240 |
23 | Architect | 34791.080 | 6 | 6 | 9 | 3 | 21 | 19 | 13.83 | 1.0 | Standard | 1477.48 | 37.186369 | Yes | 85.546617 | 269.108272 | Low_spent_Small_value_payments | 250.470778 | Standard | 348 |
21 | Musician | 25655.230 | 7 | 5 | 6 | 1 | 16 | 20 | 7.30 | 3.0 | Standard | 1115.06 | 28.632623 | Yes | 15.080796 | 116.136261 | Low_spent_Small_value_payments | 366.976526 | Standard | 229 |
31 | Lawyer | 50686.320 | 5 | 4 | 19 | 2 | 30 | 0 | 14.01 | 9.0 | Standard | 145.46 | 36.823565 | Yes | 61.686737 | 126.474981 | High_spent_Medium_value_payments | 507.024282 | Standard | 114 |
20 | Manager | 40216.620 | 0 | 5 | 10 | 2 | 9 | 2 | 8.02 | 0.0 | Good | 323.03 | 41.306395 | No | 41.665473 | 228.227054 | Low_spent_Small_value_payments | 381.145973 | Standard | 322 |
33 | Architect | 31641.760 | 5 | 2 | 3 | 0 | 2 | 7 | 8.06 | 1.0 | Good | 1277.70 | 32.018392 | No | 0.000000 | 139.520735 | Low_spent_Small_value_payments | 389.360598 | Good | 210 |
55 | Musician | 51150.640 | 8 | 5 | 17 | 3 | 28 | 19 | 19.74 | 2.0 | Standard | 1228.48 | 33.640962 | Yes | 127.249198 | 90.666975 | High_spent_Medium_value_payments | 434.539161 | Standard | 328 |
38 | Architect | 30321.950 | 1 | 2 | 6 | 4 | 13 | 9 | 1.02 | 6.0 | Good | 305.09 | 22.923502 | No | 70.468490 | 126.990538 | High_spent_Small_value_payments | 287.723889 | Good | 209 |
42 | Developer | 16757.525 | 7 | 6 | 10 | 1 | 13 | 19 | 4.41 | 1.0 | Standard | 1483.41 | 39.194783 | No | 13.709880 | 40.399729 | High_spent_Small_value_payments | 319.036434 | Standard | 199 |
46 | Accountant | 37731.420 | 1 | 6 | 6 | 0 | 24 | 7 | 9.33 | 5.0 | Good | 1204.17 | 33.793346 | NM | 0.000000 | 154.613196 | High_spent_Small_value_payments | 426.015304 | Standard | 243 |
18 | Accountant | 61281.600 | 7 | 7 | 11 | 4 | 23 | 9 | 20.13 | 7.0 | Standard | 1350.40 | 23.851414 | NM | 197.610910 | 658.235872 | Low_spent_Small_value_payments | 0.000000 | Good | 101 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 29 | 19 | 11.04 | 4.0 | Standard | 1472.05 | 36.676424 | Yes | 31.335362 | 33.046079 | High_spent_Large_value_payments | 424.513726 | Standard | 388 |
48 | Entrepreneur | 38458.710 | 0 | 3 | 8 | 0 | 6 | 0 | 9.77 | 1.0 | Good | 855.44 | 26.403798 | No | 0.000000 | 87.046475 | Low_spent_Medium_value_payments | 504.642775 | Poor | 394 |
48 | Developer | 162688.280 | 0 | 5 | 2 | 2 | 17 | 1 | 4.48 | 2.0 | Good | 641.14 | 35.369210 | No | 178.643939 | 797.359001 | Low_spent_Large_value_payments | 652.032727 | Poor | 381 |
19 | Media_Manager | 78096.390 | 8 | 5 | 10 | 2 | 28 | 9 | 11.51 | 4.0 | Standard | 214.94 | 25.732950 | Yes | 85.916916 | 58.792398 | High_spent_Large_value_payments | 739.093937 | Standard | 234 |
34 | Writer | 33836.130 | 3 | 4 | 6 | 1 | 23 | 8 | 15.97 | 1.0 | Good | 736.71 | 39.166208 | No | 21.129140 | 84.556804 | Low_spent_Medium_value_payments | 433.281806 | Poor | 269 |
42 | Lawyer | 98208.780 | 4 | 7 | 3 | 1 | 3 | 7 | 6.01 | 3.0 | Good | 1364.78 | 33.194814 | No | 66.952542 | 221.025449 | Low_spent_Large_value_payments | 813.328509 | Poor | 306 |
43 | Teacher | 18922.230 | 7 | 7 | 33 | 4 | 57 | 15 | 19.07 | 10.0 | Standard | 1328.22 | 31.282866 | Yes | 39.598026 | 77.235406 | High_spent_Small_value_payments | 323.351818 | Poor | 113 |
38 | Entrepreneur | 89446.380 | 4 | 5 | 4 | 3 | 7 | 4 | 11.76 | 7.0 | Good | 123.70 | 31.861179 | No | 198.471366 | 0.000000 | High_spent_Small_value_payments | 473.356187 | Good | 398 |
31 | Developer | 125285.320 | 8 | 3 | 19 | 2 | 19 | 9 | 7.85 | 4.0 | Standard | 1356.23 | 29.092600 | Yes | 135.333993 | 0.000000 | Low_spent_Medium_value_payments | 176.632094 | Good | 135 |
22 | Entrepreneur | 11138.425 | 3 | 7 | 20 | 2 | 13 | 10 | 9.95 | 1.0 | Standard | 878.15 | 29.883680 | NM | 11.125299 | 111.438099 | Low_spent_Small_value_payments | 258.556810 | Standard | 305 |
41 | Engineer | 11330.965 | 3 | 7 | 7 | 1 | 16 | 20 | 15.01 | 4.0 | Standard | 1154.16 | 35.595755 | No | 5.994046 | 140.126738 | Low_spent_Small_value_payments | 255.403924 | Standard | 342 |
38 | Entrepreneur | 63023.180 | 3 | 4 | 5 | 4 | 13 | 10 | 5.08 | 2.0 | Good | 1307.67 | 27.784697 | No | 157.728738 | 213.735329 | High_spent_Medium_value_payments | 381.429100 | Good | 357 |
40 | Scientist | 115494.200 | 1 | 3 | 9 | 2 | 7 | 4 | 15.78 | 0.0 | Good | 1335.24 | 28.707184 | No | 106.577978 | 365.652559 | Low_spent_Medium_value_payments | 754.321130 | Good | 299 |
46 | Lawyer | 30302.970 | 3 | 5 | 9 | 0 | 9 | 12 | 11.41 | 0.0 | Standard | 333.31 | 31.776054 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 449.366406 | Good | 0 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 14 | 3688 | 2.00 | 4.0 | Standard | 68.06 | 40.940335 | No | 23.498319 | 33.192490 | High_spent_Small_value_payments | 391.239024 | Standard | 285 |
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