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ID | Описание | Дата |
---|---|---|
3d9c3229-2c44-408a-85c9-68fb9f51c89d | reinvent value-added methodologies | 2001-10-22 |
dd94565e-4f1d-4518-81dd-bea447ab1bf2 | leverage vertical interfaces | 1970-10-10 |
a720c77c-32a8-4f58-bfdd-8910b035e1bc | innovate synergistic e-tailers | 1981-02-13 |
2d06033c-839d-443b-aa8a-773ddfd168ec | empower 24/7 web services | 1991-01-25 |
7e6dbda4-5fa2-4d13-9a01-52659b9dc735 | iterate leading-edge interfaces | 1977-12-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Entrepreneur | 31896.420 | 3 | 5 | 4 | 1 | 7 | 8 | 5.91 | 8.0 | Good | 1177.43 | 40.315781 | No | 22.799778 | 69.350793 | High_spent_Medium_value_payments | 399.552929 | Good | 0 |
50 | Accountant | 65912.380 | 0 | 4 | 8 | 0 | 13 | 6 | 5.77 | 6.0 | Good | 300.63 | 36.416638 | No | 0.000000 | 165.008252 | High_spent_Small_value_payments | 629.361581 | Good | 195 |
55 | Lawyer | 129903.880 | 7 | 6 | 20 | 1 | 12 | 10 | 8.13 | 3.0 | Standard | 1227.21 | 38.307059 | Yes | 104.746177 | 104.624946 | High_spent_Large_value_payments | 1084.461210 | Standard | 288 |
22 | Lawyer | 37116.660 | 3 | 7 | 32 | 5 | 21 | 0 | 0.00 | 10.0 | Standard | 1353.06 | 31.043303 | Yes | 123.241051 | 29.152445 | High_spent_Large_value_payments | 383.112004 | Standard | 71 |
32 | Writer | 42326.990 | 0 | 2 | 4 | 4 | 4 | 13 | 5.97 | 4.0 | Good | 1233.00 | 28.066068 | No | 116.618720 | 332.129188 | Low_spent_Small_value_payments | 198.977009 | Good | 0 |
22 | Mechanic | 134393.730 | 1 | 3 | 12 | 2 | 14 | 3 | 11.49 | 1.0 | Good | 945.29 | 33.592397 | No | 136.030630 | 1024.266134 | Low_spent_Medium_value_payments | 214.150985 | Good | 305 |
27 | Writer | 32117.870 | 6 | 6 | 6 | 4 | 15 | 18 | 19.38 | 11.0 | Standard | 1052.88 | 29.541260 | NM | 69.692591 | 219.251410 | Low_spent_Large_value_payments | 253.104915 | Good | 0 |
22 | Accountant | 23312.220 | 6 | 7 | 20 | 2 | 5 | 13 | 1.95 | 7.0 | Standard | 1067.99 | 27.229564 | No | 25.174330 | 155.984592 | Low_spent_Small_value_payments | 290.309578 | Standard | 376 |
38 | Writer | 55139.820 | 3 | 4 | 5 | 4 | 28 | 12 | 8.40 | 8.0 | Standard | 95.73 | 33.210477 | Yes | 110.392040 | 423.218841 | Low_spent_Large_value_payments | 206.787619 | Standard | 297 |
23 | Doctor | 24713.490 | 3 | 3 | 17 | 0 | 24 | 10 | 3.78 | 4.0 | Standard | 106.33 | 25.418664 | NM | 0.000000 | 68.976312 | High_spent_Medium_value_payments | 385.969438 | Standard | 391 |
54 | Journalist | 15913.015 | 6 | 7 | 17 | 0 | 27 | 16 | 16.14 | 1.0 | Standard | 1347.17 | 23.646734 | Yes | 0.000000 | 108.652989 | Low_spent_Small_value_payments | 336.255469 | Standard | 358 |
34 | Teacher | 17666.820 | 8 | 5 | 3 | 2 | 25 | 19 | 2.77 | 0.0 | Good | 346.12 | 34.551084 | No | 18.337577 | 73.270474 | High_spent_Small_value_payments | 329.215448 | Poor | 317 |
39 | Scientist | 66509.880 | 1 | 4 | 4 | 1 | 9 | 3 | 0.90 | 0.0 | Good | 461.03 | 27.679896 | No | 30.370735 | 211.627527 | Low_spent_Medium_value_payments | 608.850737 | Good | 228 |
26 | Engineer | 30789.350 | 5 | 4 | 7 | 4 | 0 | 4 | 5.72 | 4.0 | Good | 1106.11 | 40.912263 | No | 73.865700 | 59.040080 | High_spent_Medium_value_payments | 390.972137 | Good | 240 |
31 | Lawyer | 34308.050 | 3 | 4 | 12 | 4 | 22 | 17 | 11.68 | 2.0 | Standard | 1101.13 | 24.061631 | Yes | 74.648457 | 78.825047 | Low_spent_Large_value_payments | 388.326912 | Poor | 349 |
32 | Engineer | 34433.040 | 7 | 3 | 7 | 0 | 27 | 16 | 15.93 | 1.0 | Standard | 1408.75 | 29.910456 | Yes | 0.000000 | 250.603734 | Low_spent_Small_value_payments | 323.038266 | Poor | 387 |
26 | Engineer | 68984.840 | 8 | 7 | 9 | 3 | 8 | 12 | 8.28 | 8.0 | Standard | 1112.47 | 33.492652 | Yes | 166.334598 | 75.038226 | High_spent_Medium_value_payments | 589.300842 | Standard | 111 |
44 | Journalist | 26908.250 | 6 | 5 | 19 | 3 | 19 | 19 | 9.86 | 3.0 | Standard | 546.83 | 37.312577 | NM | 52.070573 | 34.061485 | High_spent_Large_value_payments | 379.303359 | Standard | 229 |
44 | Engineer | 38666.020 | 3 | 6 | 6 | 1 | 21 | 17 | 3.59 | 3.0 | Standard | 1216.00 | 29.154897 | No | 23.636663 | 0.000000 | Low_spent_Large_value_payments | 433.898022 | Standard | 376 |
23 | Manager | 37679.190 | 1 | 2 | 12 | 1 | 5 | 9 | 4.51 | 1.0 | Good | 771.00 | 31.910305 | No | 18.552219 | 46.349607 | High_spent_Medium_value_payments | 519.991424 | Good | 261 |
20 | Lawyer | 86093.400 | 5 | 3 | 8 | 2 | 20 | 2 | 15.79 | 1.0 | Good | 1386.36 | 26.965917 | No | 120.239341 | 226.146871 | High_spent_Medium_value_payments | 592.158788 | Standard | 196 |
26 | Teacher | 31429.810 | 0 | 7 | 9 | 0 | 14 | 6 | 2.44 | 0.0 | Good | 117.30 | 34.415919 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 382.827979 | Standard | 300 |
50 | Engineer | 22330.070 | 1 | 6 | 12 | 1 | 6 | 3 | 11.93 | 4.0 | Good | 470.36 | 39.895534 | No | 11.709562 | 85.444245 | High_spent_Small_value_payments | 338.430110 | Standard | 232 |
43 | Entrepreneur | 144624.920 | 0 | 2 | 9 | 0 | 6 | 1 | 0.00 | 4.0 | Good | 969.94 | 39.650917 | NM | 0.000000 | 178.356615 | High_spent_Large_value_payments | 1260.251052 | Standard | 350 |
53 | Engineer | 23338.830 | 7 | 5 | 11 | 0 | 14 | 19 | 1.01 | 3.0 | Standard | 404.12 | 26.141491 | No | 0.000000 | 191.339360 | Low_spent_Small_value_payments | 309.250890 | Standard | 195 |
35 | Mechanic | 102885.750 | 1 | 6 | 1 | 2 | 8 | 8 | 2.96 | 2.0 | Good | 624.01 | 28.906799 | NM | 155.242198 | 569.116143 | High_spent_Small_value_payments | 390.022909 | Good | 300 |
51 | Journalist | 20782.660 | 1 | 6 | 11 | 4 | 13 | 6 | 5.85 | 4.0 | Good | 1002.18 | 26.852547 | NM | 68.077793 | 82.328810 | Low_spent_Large_value_payments | 308.282230 | Good | 380 |
20 | Scientist | 30012.830 | 5 | 5 | 2 | 1 | 20 | 8 | 6.44 | 0.0 | Good | 1478.40 | 30.689651 | No | 15.029102 | 131.002343 | High_spent_Small_value_payments | 337.875472 | Good | 318 |
24 | Teacher | 84120.450 | 2 | 7 | 8 | 3 | 10 | 1 | 11.91 | 0.0 | Good | 1317.56 | 30.351862 | No | 136.277756 | 131.043791 | High_spent_Large_value_payments | 675.782203 | Standard | 228 |
27 | Engineer | 17169.465 | 7 | 6 | 6 | 1 | 29 | 11 | 15.28 | 1.0 | Standard | 1327.33 | 35.071135 | Yes | 13.514625 | 76.443087 | Low_spent_Medium_value_payments | 307.721163 | Standard | 0 |
22 | Musician | 87520.660 | 0 | 5 | 1 | 4 | 0 | 5 | 6.37 | 3.0 | Good | 1167.75 | 38.984544 | NM | 149.599343 | 163.900223 | High_spent_Large_value_payments | 640.739267 | Good | 294 |
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