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ID | Описание | Дата |
---|---|---|
03e2f437-e855-4aa8-a875-b7605ae1d4b9 | embrace sticky experiences | 1987-06-02 |
ad9c8f06-5bbb-4881-9516-76f75634cba4 | brand best-of-breed communities | 1981-09-11 |
436f39a4-2918-4f97-9c0a-12dfaa7f5a70 | harness collaborative technologies | 2005-04-18 |
17cb252a-bbd1-4c8c-aa9c-2ef6b3336261 | deliver seamless channels | 2020-01-10 |
1e4917c5-e603-4c49-951a-f97655fa5897 | visualize cutting-edge relationships | 1981-05-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | Media_Manager | 13603.410 | 6 | 5 | 16 | 6 | 25 | 16 | 19.91 | 5.0 | Standard | 45.82 | 35.212315 | Yes | 53.761958 | 0.000000 | Low_spent_Medium_value_payments | 270.874498 | Standard | 236 |
49 | Journalist | 97515.780 | 5 | 7 | 16 | 0 | 6 | 9 | 9.15 | 5.0 | Standard | 154.94 | 24.495266 | Yes | 0.000000 | 841.030857 | Low_spent_Small_value_payments | 255.600643 | Standard | 399 |
29 | Lawyer | 20790.085 | 2 | 7 | 12 | 4 | 4 | 8 | 5.01 | 5.0 | Good | 695.85 | 30.248065 | No | 50.343170 | 155.848098 | Low_spent_Small_value_payments | 285.359441 | Poor | 279 |
28 | Media_Manager | 66575.200 | 5 | 4 | 2 | 2 | 8 | 2 | 2.96 | 6.0 | Good | 985.64 | 27.764347 | No | 107.505399 | 61.286096 | High_spent_Medium_value_payments | 644.401838 | Good | 207 |
50 | Mechanic | 86742.320 | 8 | 4 | 19 | 2 | 8 | 12 | 14.12 | 2.0 | Standard | 19.11 | 24.294651 | Yes | 136.342311 | 110.848604 | High_spent_Large_value_payments | 695.861751 | Standard | 314 |
52 | Media_Manager | 118446.690 | 3 | 1 | 8 | 0 | 3 | 0 | 9.12 | 4.0 | Good | 912.75 | 33.656139 | No | 0.000000 | 183.566676 | High_spent_Large_value_payments | 1027.289074 | Good | 183 |
21 | Engineer | 56850.320 | 3 | 6 | 5 | 4 | 27 | 497 | 12.94 | 4.0 | Standard | 201.22 | 35.263198 | Yes | 135.248955 | 320.889712 | Low_spent_Large_value_payments | 289.214000 | Standard | 114 |
37 | Lawyer | 19427.140 | 4 | 6 | 16 | 6 | 29 | 15 | 11.40 | 7.0 | Standard | 696.13 | 30.117900 | Yes | 75.288729 | 93.915271 | Low_spent_Small_value_payments | 261.288833 | Standard | 131 |
23 | Engineer | 107334.880 | 8 | 5 | 8 | 0 | 11 | 13 | 18.52 | 6.0 | Standard | 508.85 | 42.226852 | Yes | 0.000000 | 199.045750 | High_spent_Medium_value_payments | 939.311584 | Standard | 285 |
55 | Accountant | 49790.500 | 6 | 5 | 15 | 2 | 27 | 6 | 3.34 | 1.0 | Standard | 1021.50 | 25.534184 | NM | 63.078418 | 524.938084 | Low_spent_Small_value_payments | 108.004331 | Standard | 203 |
39 | Musician | 75839.220 | 7 | 4 | 11 | 2 | 28 | 8 | 2.95 | 3.0 | Standard | 717.83 | 32.767285 | No | 122.177744 | 311.940647 | High_spent_Small_value_payments | 469.775109 | Standard | 266 |
33 | Architect | 77905.920 | 6 | 4 | 8 | 3 | 27 | 18 | 16.62 | 5.0 | Standard | 1358.16 | 31.702394 | Yes | 150.026842 | 73.250299 | High_spent_Large_value_payments | 680.238859 | Standard | 126 |
27 | Manager | 39343.020 | 4 | 4 | 5 | 2 | 5 | 20 | 6.04 | 6.0 | Standard | 347.48 | 28.872367 | No | 64.282436 | 232.567753 | Low_spent_Medium_value_payments | 288.108311 | Standard | 343 |
35 | Manager | 16253.000 | 8 | 7 | 24 | 9 | 31 | 13 | 7.54 | 6.0 | Bad | 1467.62 | 30.414447 | Yes | 75.136622 | 149.503916 | Low_spent_Small_value_payments | 227.401129 | Poor | 0 |
54 | Journalist | 28893.090 | 4 | 1 | 11 | 0 | 11 | 3 | 0.98 | 1.0 | Good | 224.36 | 37.521115 | No | 0.000000 | 57.643784 | High_spent_Medium_value_payments | 421.931966 | Good | 263 |
41 | Media_Manager | 74961.780 | 1 | 3 | 11 | 2 | 15 | 7 | 5.41 | 0.0 | Good | 245.46 | 33.667231 | No | 70.893504 | 136.686699 | High_spent_Large_value_payments | 681.701297 | Good | 328 |
48 | Manager | 22292.160 | 5 | 5 | 14 | 0 | 27 | 18 | 11.55 | 6.0 | Standard | 1143.80 | 40.489396 | No | 0.000000 | 104.913152 | Low_spent_Large_value_payments | 321.154848 | Good | 239 |
49 | Developer | 59703.460 | 3 | 3 | 9 | 4 | 6 | 8 | 4.36 | 1.0 | Good | 621.50 | 22.850162 | No | 121.967323 | 574.686555 | Low_spent_Small_value_payments | 67.274955 | Standard | 293 |
49 | Engineer | 21905.095 | 0 | 4 | 6 | 1 | 5 | 3 | 2.73 | 3.0 | Good | 306.88 | 31.836580 | No | 17.201641 | 58.230167 | High_spent_Medium_value_payments | 353.310651 | Good | 382 |
27 | Developer | 24390.290 | 3 | 6 | 3 | 3 | 23 | 16 | 4.70 | 3.0 | Good | 523.63 | 26.597354 | No | 37.760896 | 137.520430 | Low_spent_Small_value_payments | 290.971091 | Poor | 393 |
38 | Mechanic | 105740.970 | 3 | 6 | 5 | 3 | 12 | 7 | 3.12 | 1.0 | Good | 303.68 | 24.017888 | No | 145.584994 | 615.752635 | Low_spent_Medium_value_payments | 389.337121 | Good | 0 |
53 | Engineer | 88818.560 | 2 | 1 | 11 | 1 | 6 | 4 | 10.09 | 3.0 | Good | 449.23 | 38.949802 | No | 68.040449 | 139.365887 | High_spent_Large_value_payments | 746.548331 | Good | 330 |
54 | Journalist | 114300.320 | 7 | 6 | 5 | 1 | 23 | 14 | 7.09 | 8.0 | Standard | 518.86 | 41.919869 | Yes | 61.825235 | 0.000000 | High_spent_Large_value_payments | 1005.651180 | Standard | 200 |
29 | Accountant | 33444.190 | 4 | 6 | 6 | 0 | 17 | 14 | 19.83 | 2.0 | Standard | 109.26 | 24.955812 | Yes | 0.000000 | 84.856109 | High_spent_Small_value_payments | 461.945475 | Standard | 317 |
31 | Entrepreneur | 13815.325 | 4 | 4 | 4 | 0 | 5 | 12 | 0.52 | 5.0 | Standard | 565.72 | 25.485709 | No | 0.000000 | 90.026843 | Low_spent_Small_value_payments | 313.300865 | Standard | 362 |
35 | Lawyer | 10263.790 | 5 | 3 | 12 | 1 | 28 | 0 | 2.73 | 2.0 | Good | 730.77 | 32.889649 | No | 6.814611 | 23.722000 | Low_spent_Medium_value_payments | 308.494972 | Good | 243 |
55 | Lawyer | 70797.840 | 7 | 6 | 4 | 1 | 19 | 10 | 0.78 | 2.0 | Good | 558.26 | 22.668533 | No | 45.105657 | 0.000000 | Low_spent_Small_value_payments | 73.664515 | Good | 189 |
41 | Developer | 147781.640 | 0 | 4 | 4 | 0 | 9 | 4 | 11.83 | 3.0 | Good | 484.81 | 44.475091 | No | 0.000000 | 579.936741 | Low_spent_Small_value_payments | 919.076926 | Standard | 228 |
25 | Mechanic | 39431.650 | 5 | 4 | 2 | 1 | 13 | 1 | 7.87 | 4.0 | Good | 1392.78 | 26.010211 | No | 19.884571 | 94.215946 | Low_spent_Medium_value_payments | 510.696566 | Standard | 294 |
31 | Writer | 16381.950 | 7 | 6 | 14 | 0 | 21 | 20 | 18.43 | 7.0 | Standard | 1493.68 | 22.662869 | Yes | 199.082417 | 52.358035 | Low_spent_Medium_value_payments | 335.858215 | Good | 205 |
33 | Architect | 60446.620 | 6 | 3 | 20 | 3 | 27 | 15 | 8.65 | 6.0 | Standard | 136.13 | 36.495987 | Yes | 78.571174 | 68.732045 | High_spent_Large_value_payments | 599.218615 | Standard | 166 |
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