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ID | Описание | Дата |
---|---|---|
4597c715-ebba-4bdf-8236-38a6f2436f71 | cultivate global markets | 2012-05-27 |
f0980024-0b4b-4893-8570-7ded4b536201 | orchestrate real-time models | 1973-01-06 |
5d890de9-2f56-412d-937a-1399c60f0f6e | revolutionize one-to-one niches | 1989-06-15 |
8d4d35e1-97e4-43de-b314-dfb984440344 | scale dynamic metrics | 1972-03-23 |
1aeaf159-ffe4-429e-87ac-a88c462be8a0 | enhance customized markets | 2011-08-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Musician | 142170.120 | 3 | 4 | 8 | 2 | 1 | 1 | 2.58 | 3.0 | Good | 282.56 | 36.792849 | No | 183.759513 | 301.937954 | High_spent_Medium_value_payments | 922.753533 | Good | 296 |
14 | Mechanic | 90592.020 | 4 | 7 | 18 | 4 | 27 | 19 | 15.11 | 8.0 | Standard | 831.18 | 38.364561 | NM | 154.432973 | 264.169919 | Low_spent_Small_value_payments | 614.730608 | Standard | 0 |
19 | Entrepreneur | 73842.330 | 4 | 5 | 5 | 3 | 30 | 0 | 5.83 | 1.0 | Standard | 344.09 | 35.342612 | No | 112.584815 | 226.192284 | High_spent_Medium_value_payments | 503.975651 | Standard | 223 |
37 | Architect | 118062.200 | 0 | 1 | 7 | 0 | 8 | 0 | 6.68 | 1.0 | Good | 1393.23 | 37.413826 | NM | 0.000000 | 800.039871 | Low_spent_Large_value_payments | 483.611796 | Good | 352 |
39 | Scientist | 20027.030 | 4 | 6 | 6 | 5 | 11 | 16 | 14.72 | 5.0 | Standard | 1183.81 | 34.445343 | Yes | 79.262238 | 74.811621 | High_spent_Medium_value_payments | 284.918058 | Poor | 97 |
29 | Lawyer | 41587.370 | 5 | 4 | 3 | 2 | 8 | 8 | 7.27 | 4.0 | Good | 1353.86 | 22.868296 | No | 68.539914 | 432.018513 | Low_spent_Small_value_payments | 159.902989 | Good | 193 |
28 | Teacher | 18019.140 | 5 | 5 | 19 | 4 | 15 | 17 | 18.17 | 8.0 | Standard | 1475.32 | 24.282018 | Yes | 55.050330 | 124.100162 | Low_spent_Small_value_payments | 285.109008 | Standard | 213 |
31 | Mechanic | 58224.100 | 2 | 2 | 11 | 2 | 7 | 5 | 6.21 | 3.0 | Good | 728.50 | 38.261322 | No | 52.943493 | 0.000000 | Low_spent_Large_value_payments | 403.160526 | Good | 282 |
27 | Entrepreneur | 17621.705 | 8 | 7 | 7 | 1 | 8 | 16 | 11.82 | 3.0 | Standard | 776.59 | 34.103667 | NM | 10.382464 | 146.881192 | Low_spent_Small_value_payments | 266.283886 | Standard | 261 |
23 | Manager | 41806.160 | 2 | 7 | 7 | 1 | 2 | 3 | 6.04 | 5.0 | Good | 300.61 | 33.172525 | No | 21.864682 | 356.054863 | Low_spent_Medium_value_payments | 258.565122 | Good | 318 |
14 | Media_Manager | 18474.665 | 6 | 4 | 8 | 4 | 28 | 8 | 17.81 | 4.0 | Standard | 1070.85 | 30.341848 | Yes | 41.778767 | 74.377296 | Low_spent_Medium_value_payments | 326.199479 | Standard | 324 |
41 | Teacher | 89338.360 | 4 | 5 | 10 | 3 | 17 | 4 | 2.30 | 3.0 | Good | 915.14 | 32.123749 | No | 149.416377 | 0.000000 | Low_spent_Small_value_payments | 399.013700 | Good | 0 |
36 | Musician | 18350.255 | 5 | 6 | 19 | 5 | 27 | 18 | 7.75 | 5.0 | Standard | 505.97 | 24.967523 | Yes | 58.178025 | 22.992966 | High_spent_Large_value_payments | 298.747801 | Standard | 126 |
23 | Architect | 918988.000 | 4 | 3 | 11 | 3 | 9 | 20 | 3.86 | 0.0 | Good | 603.03 | 21.982383 | No | 60.786326 | 206.929093 | Low_spent_Medium_value_payments | 293.128748 | Good | 298 |
19 | Architect | 84738.630 | 6 | 7 | 6 | 1 | 12 | 12 | 16.72 | 10.0 | Standard | 381.11 | 29.506494 | Yes | 38.364191 | 121.600891 | High_spent_Medium_value_payments | 819.290169 | Standard | 0 |
23 | Developer | 30370.090 | 1 | 4 | 8 | 0 | 4 | 10 | 4.94 | 0.0 | Good | 1333.93 | 36.517149 | NM | 0.000000 | 92.128302 | High_spent_Medium_value_payments | 384.555781 | Standard | 257 |
26 | Scientist | 30632.940 | 3 | 5 | 1 | 2 | 17 | 2 | 11.08 | 2.0 | Good | 31.50 | 22.625846 | No | 44.890494 | 0.000000 | Low_spent_Large_value_payments | 315.508176 | Standard | 269 |
29 | Engineer | 17271.525 | 8 | 3 | 5 | 1 | 14 | 20 | 4.74 | 0.0 | Good | 899.28 | 23.378974 | No | 13.314419 | 38.531629 | High_spent_Small_value_payments | 335.083326 | Good | 386 |
47 | Developer | 24042.680 | 5 | 3 | 20 | 1 | 27 | 11 | 10.47 | 2.0 | Standard | 1006.10 | 31.719688 | No | 12.664581 | 198.130962 | Low_spent_Small_value_payments | 301.560124 | Standard | 0 |
55 | Journalist | 27987.500 | 8 | 4 | 6 | 2 | 24 | 22 | 15.98 | 4.0 | Standard | 1142.21 | 28.051774 | No | 39.600998 | 290.180929 | Low_spent_Small_value_payments | 202.347240 | Standard | 241 |
46 | Journalist | 45848.860 | 8 | 5 | 11 | 2 | 28 | 7 | 16.37 | 4.0 | Standard | 945.68 | 33.859051 | Yes | 50.622855 | 322.491689 | Low_spent_Small_value_payments | 284.159290 | Standard | 283 |
50 | Lawyer | 100188.840 | 5 | 3 | 12 | 2 | 24 | 19 | 19.73 | 4.0 | Standard | 282.08 | 41.078211 | Yes | 119.203852 | 616.746756 | Low_spent_Medium_value_payments | 389.956391 | Standard | 205 |
53 | Developer | 30635.160 | 3 | 7 | 4 | 0 | 7 | 8 | 11.42 | 2.0 | Good | 675.52 | 32.913150 | No | 0.000000 | 248.637411 | Low_spent_Large_value_payments | 287.255589 | Standard | 206 |
22 | Musician | 19998.330 | 8 | 6 | 12 | 3 | 17 | 18 | 12.44 | 6.0 | Standard | 1035.70 | 38.201888 | Yes | 42.946525 | 45.026919 | High_spent_Large_value_payments | 333.079306 | Standard | 191 |
52 | Teacher | 36564.350 | 4 | 5 | 16 | 1 | 20 | 12 | 2.19 | 3.0 | Standard | 108.46 | 30.810754 | No | 15.459723 | 194.965977 | Low_spent_Medium_value_payments | 398.977217 | Poor | 239 |
33 | Doctor | 19124.400 | 5 | 8 | 7 | 1 | 16 | 11 | 2.99 | 7.0 | Standard | 1110.63 | 25.792785 | No | 15.522587 | 107.985102 | High_spent_Small_value_payments | 322.462311 | Good | 384 |
39 | Engineer | 79929.760 | 8 | 6 | 11 | 0 | 9 | 18 | 6.28 | 0.0 | Standard | 739.66 | 27.697724 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 758.249041 | Standard | 356 |
22 | Musician | 22020.370 | 5 | 6 | 6 | 3 | 19 | 0 | 5.14 | 4.0 | Good | 1343.64 | 30.268805 | NM | 36.598631 | 92.306775 | Low_spent_Medium_value_payments | 311.597678 | Poor | 314 |
49 | Accountant | 30807.570 | 0 | 5 | 4 | 4 | 5 | 5 | 4.88 | 3.0 | Good | 708.20 | 34.740384 | No | 88.492115 | 49.066132 | High_spent_Large_value_payments | 382.071503 | Good | 323 |
34 | Media_Manager | 11280.545 | 8 | 3 | 11 | 2 | 8 | 15 | 15.68 | 3.0 | Standard | 817.93 | 26.793539 | Yes | 15.511863 | 44.944506 | Low_spent_Small_value_payments | 336.348173 | Standard | 194 |
28 | Media_Manager | 42832.160 | 0 | 4 | 5 | 2 | 8 | 1 | 1.86 | 6.0 | Good | 565.03 | 40.399814 | No | 66.182228 | 317.620417 | Low_spent_Medium_value_payments | 274.832022 | Standard | 199 |
36 | Journalist | 19147.200 | 3 | 5 | 5 | 0 | 6 | 16 | 9.00 | 0.0 | Standard | 1347.02 | 40.115787 | Yes | 0.000000 | 120.464359 | Low_spent_Large_value_payments | 318.795641 | Poor | 326 |
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