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ID | Описание | Дата |
---|---|---|
4a68ce4b-1b9c-433d-83c1-9e6308a6c1b0 | benchmark magnetic content | 1982-03-19 |
0b5ab830-64d7-4359-a99a-fe0ff4a22a91 | optimize 24/365 e-services | 2006-04-20 |
ddaa7e03-1dbb-47db-aad0-628f61a23bef | architect B2C ROI | 2018-06-28 |
432df50e-d40a-4f5f-b3b8-6c3ffe7ff978 | streamline e-business e-business | 2025-04-22 |
9b83dc5a-7b3a-4334-977b-4a9e2f56a1de | drive interactive bandwidth | 1988-06-20 |
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 | Accountant | 18969.190 | 1 | 7 | 8 | 0 | 13 | 11 | 3.36 | 2.0 | Good | 54.82 | 32.646981 | NM | 0.000000 | 200.327772 | Low_spent_Small_value_payments | 274.648811 | Standard | 0 |
40 | Accountant | 111896.160 | 8 | 7 | 17 | 0 | 26 | 2566 | 9.79 | 10.0 | Standard | 978.30 | 25.245573 | Yes | 0.000000 | 787.221700 | Low_spent_Large_value_payments | 439.946300 | Standard | 220 |
25 | Journalist | 32218.680 | 3 | 5 | 5 | 1 | 3 | 9 | 8.18 | 6.0 | Good | 94.27 | 24.676247 | No | 24.027928 | 113.458055 | High_spent_Medium_value_payments | 393.903017 | Good | 206 |
33 | Engineer | 58995.800 | 6 | 6 | 18 | 1 | 21 | 19 | 9.13 | 2.0 | Standard | 974.73 | 37.048678 | Yes | 41.645826 | 66.205376 | High_spent_Large_value_payments | 620.780464 | Standard | 400 |
49 | Manager | 130130.800 | 8 | 6 | 16 | 1 | 21 | 23 | 7.34 | 0.0 | Standard | 473.56 | 37.554009 | No | 102.966321 | 98.156022 | High_spent_Large_value_payments | 1116.000991 | Standard | 315 |
30 | Mechanic | 16014.160 | 7 | 6 | 29 | 9 | 26 | 24 | 12.47 | 6.0 | Bad | 1280.01 | 37.466182 | Yes | 76.223211 | 85.389921 | Low_spent_Small_value_payments | 268.638202 | Poor | 109 |
26 | Writer | 15895.235 | 4 | 7 | 16 | 4 | 13 | 13 | 8.92 | 3.0 | Standard | 237.72 | 24.990111 | Yes | 35.885989 | 95.340253 | Low_spent_Medium_value_payments | 275.634049 | Standard | 318 |
35 | Lawyer | 15967.505 | 3 | 5 | 7 | 2 | 5 | 2 | 10.99 | 2.0 | Good | 447.66 | 31.430449 | No | 16.526136 | 61.110907 | Low_spent_Small_value_payments | 359.825499 | Good | 371 |
46 | Scientist | 21229.730 | 5 | 4 | 10 | 2 | 10 | 1 | 10.78 | 3.0 | Good | 659.72 | 24.064724 | No | 28.880930 | 48.434201 | Low_spent_Large_value_payments | 363.599285 | Poor | 0 |
42 | Journalist | 61503.660 | 7 | 4 | 11 | 4 | 10 | 19 | 14.89 | 1.0 | Good | 1150.36 | 34.566641 | No | 179.643342 | 413.844193 | Low_spent_Small_value_payments | 193.742965 | Good | 394 |
17 | Scientist | 15410.190 | 10 | 5 | 28 | 6 | 17 | 25 | 13.69 | 11.0 | Bad | 1257.40 | 38.378106 | Yes | 39.628117 | 58.064394 | Low_spent_Medium_value_payments | 337.725739 | Poor | 170 |
29 | Lawyer | 11586.525 | 5 | 6 | 18 | 2 | 24 | 0 | 14.00 | 1.0 | Standard | 498.68 | 29.601860 | Yes | 15.466547 | 121.949717 | Low_spent_Small_value_payments | 246.938111 | Standard | 265 |
30 | Media_Manager | 121684.360 | 4 | 6 | 2 | 3 | 3 | 13 | 8.50 | 3.0 | Good | 1164.70 | 30.154954 | No | 190.064804 | 0.000000 | High_spent_Large_value_payments | 876.610326 | Good | 284 |
26 | Engineer | 28347.680 | 0 | 2 | 8 | 0 | 14 | 7 | 5.05 | 0.0 | Good | 747.72 | 24.536634 | NM | 0.000000 | 173.130735 | Low_spent_Small_value_payments | 325.999931 | Good | 326 |
39 | Lawyer | 155673.160 | 3 | 6 | 3 | 2 | 20 | 6 | 2.59 | 4.0 | Good | 1198.23 | 40.168646 | No | 185.049856 | 493.439015 | Low_spent_Medium_value_payments | 905.987462 | Poor | 314 |
22 | Developer | 157299.480 | 3 | 6 | 8 | 0 | 11 | 3 | 1.01 | 2.0 | Good | 651.07 | 46.101433 | No | 0.000000 | 409.063160 | High_spent_Medium_value_payments | 1141.865840 | Standard | 400 |
38 | Accountant | 68824.420 | 4 | 1 | 4 | 1 | 6 | 0 | 3.03 | 3.0 | Good | 1455.38 | 40.632658 | No | 49.007993 | 238.546638 | Low_spent_Small_value_payments | 573.582203 | Standard | 225 |
46 | Writer | 83823.220 | 3 | 5 | 11 | 1 | 9 | 9 | 0.00 | 0.0 | Good | 184.71 | 27.457783 | No | 41.303889 | 115.847247 | High_spent_Large_value_payments | 766.975697 | Poor | 248 |
43 | Writer | 17633.710 | 5 | 4 | 9 | 7 | 24 | 12 | 15.80 | 4.0 | Standard | 1488.80 | 31.017652 | Yes | 62.055296 | 166.482184 | Low_spent_Small_value_payments | 210.410103 | Standard | 78 |
14 | Mechanic | 43183.560 | 6 | 6 | 13 | 4 | 16 | 10 | 14.20 | 8.0 | Standard | 263.56 | 36.271025 | Yes | 106.867699 | 79.157986 | High_spent_Medium_value_payments | 449.137315 | Standard | 233 |
40 | Developer | 37443.810 | 5 | 2 | 2 | 3 | 12 | 2 | 4.19 | 0.0 | Good | 1110.50 | 29.903444 | No | 82.764383 | 54.927308 | High_spent_Large_value_payments | 401.340059 | Good | 267 |
29 | Mechanic | 21523.025 | 5 | 7 | 1 | 1 | 5 | 2 | 3.20 | 2.0 | Good | 439.35 | 27.757482 | No | 16.196490 | 169.302003 | Low_spent_Medium_value_payments | 291.960049 | Standard | 370 |
30 | Media_Manager | 11944.675 | 5 | 7 | 6 | 3 | 28 | 14 | 13.82 | 4.0 | Standard | 886.94 | 27.405091 | No | 19.874067 | 73.639853 | Low_spent_Medium_value_payments | 287.525039 | Standard | 386 |
36 | Accountant | 41310.180 | 3 | 3 | 10 | 0 | 11 | 12 | 8.33 | 4.0 | Good | 327.22 | 29.101057 | No | 0.000000 | 226.702327 | Low_spent_Medium_value_payments | 380.249173 | Good | 0 |
48 | Mechanic | 103838.720 | 7 | 3 | 8 | 1 | 18 | 0 | 10.07 | 1.0 | Standard | 494.31 | 40.923928 | Yes | 49.285190 | 92.861142 | High_spent_Medium_value_payments | 968.376335 | Standard | 245 |
47 | Lawyer | 28199.860 | 3 | 3 | 3 | 4 | 2 | 6 | 3.07 | 4.0 | Good | 500.84 | 38.325225 | No | 85.029359 | 58.822407 | High_spent_Small_value_payments | 325.247067 | Standard | 197 |
30 | Architect | 14836.740 | 5 | 5 | 2 | 4 | 17 | 1 | 9.99 | 2.0 | Good | 832.06 | 22.264371 | No | 36.910884 | 56.369598 | Low_spent_Small_value_payments | 311.859018 | Poor | 311 |
34 | Developer | 31019.600 | 6 | 4 | 7 | 4 | 25 | 19 | 13.74 | 6.0 | Standard | 727.64 | 31.021758 | Yes | 72.488423 | 126.309406 | High_spent_Small_value_payments | 303.998838 | Standard | 77 |
43 | Entrepreneur | 87318.060 | 3 | 3 | 8 | 1 | 4 | 11 | 4.81 | 4.0 | Good | 134.94 | 33.896593 | NM | 36.947830 | 363.245424 | Low_spent_Medium_value_payments | 603.557245 | Standard | 373 |
37 | Journalist | 25173.500 | 6 | 4 | 14 | 3 | 9 | 13 | 17.20 | 7.0 | Standard | 955.58 | 39.779922 | Yes | 61.857271 | 204.979708 | Low_spent_Large_value_payments | 225.142188 | Standard | 207 |
38 | Mechanic | 86142.960 | 0 | 1 | 7 | 3 | 0 | 8 | 0.68 | 1.0 | Good | 0.23 | 37.451859 | NM | 115.892037 | 447.321534 | Low_spent_Medium_value_payments | 444.244429 | Standard | 255 |
54 | Musician | 99520.500 | 3 | 1 | 5 | 3 | 8 | 5 | 4.08 | 3.0 | Good | 547.21 | 30.895237 | No | 196.528591 | 162.714630 | High_spent_Large_value_payments | 728.694279 | Good | 194 |
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