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ID | Описание | Дата |
---|---|---|
5ea73cd3-b487-449e-b5bd-bdee2cff76aa | repurpose distributed models | 2021-08-25 |
21b1bd50-8cb0-4212-9db4-75439a955ba7 | utilize web-enabled networks | 1993-02-01 |
6e144dde-c755-4b5b-82cd-35bdeb633ac0 | implement holistic technologies | 1975-11-22 |
045c0f55-23c7-43b3-9648-40a88115e4e3 | embrace interactive channels | 1994-10-10 |
5522fdf2-e597-405c-9621-8072486ff7d1 | productize innovative e-markets | 1979-02-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Doctor | 29608.46 | 7 | 8 | 31 | 7 | 42 | 15 | 9.06 | 10.0 | Bad | 1286.07 | 37.834233 | Yes | 141.764282 | 43.066993 | High_spent_Medium_value_payments | 327.705892 | Standard | 178 |
34 | Media_Manager | 26150.38 | 5 | 7 | 10 | 4 | 10 | 20 | 2.08 | 2.0 | Good | 316.19 | 24.613290 | No | 84.848663 | 38.703829 | High_spent_Medium_value_payments | 344.767341 | Standard | 0 |
22 | Doctor | 23195.18 | 8 | 6 | 14 | 5 | 6 | 11 | 14.52 | 6.0 | Standard | 458.80 | 34.931774 | Yes | 53.429503 | 213.664812 | Low_spent_Small_value_payments | 199.798851 | Standard | 198 |
27 | Architect | 32729.97 | 6 | 3 | 14 | 4 | 7 | 14 | 9.71 | 9.0 | Standard | 325.68 | 25.584067 | Yes | 108.810333 | 158.278418 | Low_spent_Small_value_payments | 313.760999 | Standard | 369 |
42 | Journalist | 70078.82 | 7 | 6 | 13 | 2 | 10 | 10 | 1.25 | 4.0 | Standard | 1169.99 | 27.573147 | No | 71.668822 | 81.089806 | High_spent_Medium_value_payments | 670.031539 | Standard | 285 |
32 | Mechanic | 43978.14 | 6 | 7 | 9 | 2 | 24 | 16 | 7.07 | 1.0 | Standard | 1102.66 | 34.211699 | Yes | 68.785100 | 93.163671 | Low_spent_Large_value_payments | 474.435729 | Standard | 213 |
38 | Writer | 14688.40 | 7 | 6 | 8 | 3 | 27 | 0 | 16.68 | 4.0 | Standard | 936.02 | 27.863443 | Yes | 24.354198 | 79.370504 | Low_spent_Small_value_payments | 291.878631 | Standard | 0 |
33 | Musician | 21202.09 | 7 | 6 | 8 | 1 | 22 | 15 | 9.29 | 4.0 | Standard | 192.21 | 31.510365 | Yes | 15.323203 | 192.739815 | Low_spent_Medium_value_payments | 266.321065 | Standard | 339 |
44 | Media_Manager | 132856.92 | 3 | 5 | 8 | 0 | 22 | 15 | 9.22 | 3.0 | Standard | 1141.68 | 43.211325 | No | 0.000000 | 276.483820 | High_spent_Large_value_payments | 1063.557180 | Standard | 232 |
28 | Accountant | 91018.76 | 4 | 7 | 11 | 2 | 24 | 0 | 5.85 | 4.0 | Good | 666.90 | 40.461009 | No | 118.694157 | 168.465001 | High_spent_Small_value_payments | 747.530509 | Poor | 282 |
15 | Architect | 46152.92 | 3 | 3 | 7 | 4 | 9 | 8 | 10.99 | 8.0 | Standard | 1294.20 | 37.056865 | Yes | 147.963783 | 483.208025 | Low_spent_Small_value_payments | 64.635859 | Standard | 229 |
28 | Entrepreneur | 93390.44 | 6 | 5 | 18 | 3 | 29 | 12 | 11.28 | 0.0 | Standard | 1036.26 | 28.404034 | No | 117.487162 | 758.409188 | Low_spent_Small_value_payments | 167.957317 | Standard | 0 |
45 | Musician | 71148.94 | 1 | 3 | 1 | 0 | 13 | 0 | 7.84 | 3.0 | Good | 518.43 | 37.407703 | No | 0.000000 | 109.144499 | High_spent_Large_value_payments | 728.063335 | Standard | 284 |
50 | Lawyer | 20222.09 | 4 | 6 | 6 | 3 | 4 | 1 | 9.27 | 1.0 | Good | 1084.12 | 28.490166 | No | 31.815024 | 0.000000 | Low_spent_Small_value_payments | 262.741179 | Standard | 270 |
21 | Musician | 88434.96 | 7 | 4 | 9 | 2 | 15 | 14 | 7.64 | 5.0 | Standard | 189.10 | 39.645852 | Yes | 143.636394 | 0.000000 | High_spent_Medium_value_payments | 697.482762 | Standard | 272 |
38 | Scientist | 32955.92 | 6 | 6 | 8 | 2 | 29 | 3051 | 14.35 | 1.0 | Standard | 315.72 | 32.903091 | Yes | 29.865025 | 0.000000 | High_spent_Medium_value_payments | 438.583305 | Standard | 224 |
43 | Engineer | 11900.03 | 3 | 5 | 18 | 4 | 15 | 12 | 2.86 | 0.0 | Standard | 399.01 | 27.146469 | No | 35.546222 | 24.698727 | High_spent_Medium_value_payments | 316.221968 | Standard | 0 |
22 | Entrepreneur | 5709370.00 | 0 | 4 | 12 | 1 | 8 | 12 | 6.89 | 3.0 | Good | 1026.46 | 38.894521 | No | 6.637557 | 100.664792 | Low_spent_Large_value_payments | 293.180526 | Standard | 378 |
52 | Writer | 143552.00 | 4 | 4 | 8 | 1 | 4 | 3 | 10.38 | 1.0 | Good | 506.05 | 29.834874 | No | 79.661926 | 637.973144 | High_spent_Small_value_payments | 738.031596 | Good | 0 |
31 | Media_Manager | 88325.84 | 7 | 3 | 12 | 3 | 20 | 0 | 0.00 | 3.0 | Standard | 780.59 | 38.502769 | No | 186.598645 | 350.209060 | High_spent_Small_value_payments | 485.440962 | Standard | 360 |
34 | Doctor | 144446.72 | 5 | 3 | 10 | 2 | 17 | 16 | 4.26 | 3.0 | Standard | 1098.96 | 33.374830 | No | 176.439612 | 183.922651 | High_spent_Large_value_payments | 1067.060403 | Good | 391 |
31 | Accountant | 106790.32 | 3 | 3 | 6 | 3 | 29 | 0 | 7.17 | 4.0 | Standard | 678.54 | 24.933032 | Yes | 147.480440 | 626.733026 | Low_spent_Medium_value_payments | 401.905867 | Good | 314 |
48 | Manager | 22978.67 | 3 | 7 | 9 | 0 | 21 | 0 | 11.87 | 0.0 | Standard | 904.76 | 36.478134 | No | 0.000000 | 97.464140 | Low_spent_Medium_value_payments | 378.024777 | Standard | 255 |
50 | Manager | 21129.93 | 3 | 4 | 3 | 4 | 14 | 19 | 9.82 | 9.0 | Standard | 611.40 | 32.296180 | No | 39.594951 | 34.137643 | High_spent_Small_value_payments | 370.350157 | Standard | 193 |
47 | Lawyer | 88088.07 | 6 | 6 | 19 | 1 | 10 | 8 | 8.27 | 4.0 | Standard | 195.23 | 26.020508 | Yes | 51.158467 | 512.209192 | Low_spent_Medium_value_payments | 441.499590 | Standard | 0 |
35 | Mechanic | 22539.91 | 3 | 5 | 17 | 1 | 15 | 15 | 1.46 | 1.0 | Standard | 1041.79 | 40.047197 | No | 17.426350 | 24.962654 | High_spent_Large_value_payments | 407.643580 | Standard | 233 |
25 | Doctor | 122469.16 | 7 | 6 | 18 | 1 | 8 | 22 | 11.94 | 0.0 | Standard | 1154.21 | 38.846750 | No | 83.017401 | 260.654541 | Low_spent_Large_value_payments | 933.604391 | Standard | 251 |
29 | Musician | 35349.20 | 6 | 7 | 20 | 3 | 20 | 11 | 10.57 | 2.0 | Standard | 551.36 | 30.100261 | No | 78.798274 | 305.984257 | Low_spent_Small_value_payments | 199.294136 | Standard | 197 |
37 | Developer | 7467.86 | 9 | 10 | 20 | 2 | 35 | 11 | 10.84 | 12.0 | Standard | 1379.19 | 35.977552 | NM | 12.353958 | 59.269403 | Low_spent_Medium_value_payments | 274.508806 | Poor | 169 |
22 | Architect | 167067.08 | 2 | 3 | 2 | 1 | 11 | 1 | 8.23 | 4.0 | Good | 753.58 | 39.311739 | NM | 115.510830 | 553.882944 | High_spent_Medium_value_payments | 971.531893 | Good | 330 |
37 | Teacher | 11299937.00 | 8 | 6 | 8 | 2 | 17 | 9 | 8.40 | 1.0 | Standard | 1015.84 | 36.746862 | Yes | 88.684582 | 234.870665 | High_spent_Medium_value_payments | 531.034253 | Standard | 249 |
52 | Entrepreneur | 48115.60 | 8 | 5 | 12 | 2 | 27 | 15 | 2.19 | 4.0 | Good | 454.94 | 32.927812 | No | 45.392163 | 481.487072 | Low_spent_Small_value_payments | 191.884098 | Standard | 300 |
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