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ID | Описание | Дата |
---|---|---|
7dfbd831-98f2-4743-8292-74e99cf79353 | disintermediate leading-edge channels | 2016-10-04 |
72368c45-c768-4b98-88cc-4bf9ec419142 | architect vertical solutions | 1988-07-16 |
7ac8a043-39eb-4708-99c1-ae6fb5bb8f10 | utilize visionary ROI | 2024-02-07 |
23a9b66f-408d-4743-bfbc-9453916bbac2 | e-enable open-source architectures | 1975-07-26 |
eea73490-f28a-4081-bf77-97f9c45ff35d | enhance out-of-the-box functionalities | 2019-12-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 86522.720 | 8 | 5 | 13 | 1 | 14 | 8 | 9.51 | 8.0 | Standard | 455.22 | 41.342234 | Yes | 45.264681 | 179.708420 | High_spent_Large_value_payments | 724.849566 | Standard | 337 |
18 | Architect | 13486.615 | 8 | 6 | 8 | 2 | 10 | 10 | 11.26 | 1.0 | Good | 45.37 | 30.592302 | NM | 14.724662 | 20.894529 | High_spent_Medium_value_payments | 314.769267 | Good | 221 |
40 | Musician | 68110.830 | 5 | 7 | 9 | 3 | 23 | 14 | 19.13 | 1.0 | Standard | 147.77 | 32.261658 | Yes | 102.691062 | 290.725311 | Low_spent_Small_value_payments | 443.573878 | Poor | 364 |
28 | Mechanic | 28910.450 | 7 | 4 | 13 | 4 | 15 | 8 | 9.39 | 6.0 | Standard | 292.98 | 35.265408 | Yes | 95.022782 | 30.369070 | High_spent_Large_value_payments | 356.028564 | Standard | 187 |
47 | Teacher | 98019.840 | 7 | 5 | 6 | 3 | 2 | 20 | 5.22 | 5.0 | Standard | 1484.37 | 33.557438 | No | 185.295901 | 0.000000 | High_spent_Medium_value_payments | 706.132442 | Poor | 256 |
44 | Journalist | 36823.240 | 6 | 7 | 17 | 4 | 18 | 18 | 14.20 | 4.0 | Standard | 772.35 | 37.323689 | Yes | 109.074896 | 70.090686 | High_spent_Medium_value_payments | 368.594751 | Standard | 232 |
49 | Mechanic | 19271.825 | 0 | 4 | 7 | 0 | 15 | 7 | 8.51 | 8.0 | Good | 113.02 | 30.152418 | No | 0.000000 | 122.029323 | Low_spent_Small_value_payments | 358.569218 | Good | 214 |
25 | Media_Manager | 121453.360 | 1 | 6 | 11 | 2 | 6 | 3 | 5.56 | 1.0 | Good | 338.28 | 38.560150 | No | 142.604443 | 389.838725 | High_spent_Small_value_payments | 735.968165 | Poor | 268 |
32 | Entrepreneur | 56795.280 | 6 | 7 | 8 | 4 | 19 | 8 | 14.31 | 7.0 | Standard | 1344.35 | 34.197805 | Yes | 147.896043 | 75.424656 | High_spent_Large_value_payments | 468.773301 | Standard | 269 |
20 | Engineer | 27910.590 | 3 | 7 | 14 | 2 | 29 | 17 | 12.96 | 4.0 | Standard | 229.47 | 33.502428 | Yes | 36.628734 | 73.985157 | High_spent_Medium_value_payments | 399.274359 | Standard | 345 |
20 | Lawyer | 29949.100 | 3 | 3 | 6 | 7 | 13 | 18 | 9.87 | 5.0 | Standard | 1316.19 | 35.642180 | NM | 148.997444 | 70.607713 | High_spent_Medium_value_payments | 272.370676 | Standard | 238 |
40 | Media_Manager | 44456.600 | 4 | 3 | 6 | 2 | 2 | 14 | 2.25 | 4.0 | Good | 1181.27 | 36.220478 | No | 43.848257 | 36.690213 | High_spent_Large_value_payments | 522.333196 | Standard | 205 |
39 | Engineer | 94529.820 | 3 | 5 | 10 | 0 | 21 | 17 | 13.32 | 8.0 | Standard | 731.94 | 34.005806 | Yes | 0.000000 | 700.311403 | Low_spent_Large_value_payments | 385.037097 | Good | 319 |
27 | Developer | 33818.630 | 4 | 3 | 1 | 4 | 15 | 0 | 5.81 | 2.0 | Good | 672.08 | 38.294784 | No | 68.082204 | 50.024274 | High_spent_Large_value_payments | 375.415439 | Good | 202 |
47 | Doctor | 120171.480 | 5 | 5 | 2 | 2 | 9 | 12 | 1.48 | 5.0 | Good | 883.91 | 34.455473 | No | 139.710373 | 84.485630 | High_spent_Large_value_payments | 1009.132997 | Standard | 370 |
27 | Scientist | 16974.830 | 3 | 6 | 14 | 5 | 6 | 17 | 19.93 | 8.0 | Standard | 1426.88 | 33.040410 | Yes | 54.635904 | 0.000000 | Low_spent_Medium_value_payments | 335.091212 | Poor | 0 |
24 | Architect | 68911.260 | 8 | 6 | 20 | 2 | 23 | 10 | 11.50 | 9.0 | Standard | 174.74 | 40.886575 | Yes | 81.890725 | 324.546236 | Low_spent_Large_value_payments | 450.723539 | Standard | 229 |
24 | Writer | 57829.740 | 4 | 3 | 12 | 2 | 13 | 0 | 12.77 | 9.0 | Standard | 170.06 | 39.795486 | NM | 88.885110 | 106.945744 | High_spent_Medium_value_payments | 523.083647 | Standard | 0 |
50 | Musician | 25757.560 | 6 | 5 | 14 | 2 | 19 | 16 | 2.02 | 4.0 | Standard | 912.72 | 31.443745 | No | 41.705851 | 86.024650 | Low_spent_Large_value_payments | 362.815832 | Poor | 192 |
40 | Scientist | 18770.300 | 1 | 1 | 5 | 3 | 16 | 2 | 11.32 | 0.0 | Good | 594.50 | 36.515815 | No | 34.849055 | 134.332958 | Low_spent_Small_value_payments | 272.237154 | Good | 348 |
20 | Accountant | 57563.940 | 4 | 7 | 18 | 0 | 27 | 18 | 8.03 | 7.0 | Standard | 1443.00 | 27.877680 | NM | 0.000000 | 145.780787 | Low_spent_Large_value_payments | 616.018713 | Standard | 211 |
20 | Musician | 22815.000 | 3 | 4 | 17 | 3 | 11 | 9 | 11.18 | 7.0 | Standard | 182.75 | 31.968543 | Yes | 41.533320 | 42.695514 | High_spent_Medium_value_payments | 372.896167 | Standard | 214 |
25 | Writer | 54667.100 | 6 | 5 | 13 | 4 | 8 | 9 | 22.01 | 3.0 | Standard | 401.07 | 39.571628 | Yes | 129.177121 | 464.947680 | Low_spent_Small_value_payments | 176.334365 | Standard | 0 |
52 | Lawyer | 42359.240 | 7 | 5 | 11 | 0 | 27 | 20 | 2.82 | 4.0 | Standard | 164.09 | 38.284597 | No | 0.000000 | 54.069027 | High_spent_Medium_value_payments | 571.624639 | Standard | 297 |
22 | Writer | 15820.755 | 7 | 4 | 9 | 2 | 17 | 10 | 16.70 | 2.0 | Standard | 590.29 | 23.642741 | Yes | 17.780309 | 40.660643 | High_spent_Small_value_payments | 362.198672 | Standard | 335 |
38 | Engineer | 33816.410 | 4 | 4 | 8 | 0 | 13 | 4 | 4.36 | 7.0 | Good | 308.06 | 33.686932 | No | 0.000000 | 136.514342 | High_spent_Small_value_payments | 400.689075 | Good | 216 |
53 | Teacher | 73455.030 | 8 | 4 | 7 | 2 | 10 | 94 | 1.83 | 2.0 | Standard | 833.37 | 30.874177 | No | 86.494801 | 671.620797 | Low_spent_Small_value_payments | 168.609652 | Standard | 354 |
25 | Musician | 127706.550 | 2 | 5 | 6 | 0 | 4 | 2 | 9.92 | 2.0 | Good | 790.87 | 30.580399 | No | 0.000000 | 639.739365 | High_spent_Small_value_payments | 698.781885 | Standard | 246 |
34 | Media_Manager | 19807.545 | 0 | 3 | 10 | 3 | 6 | 8 | 8.94 | 1.0 | Good | 1286.59 | 24.803566 | No | 38.296183 | 32.302446 | High_spent_Medium_value_payments | 373.664246 | Standard | 266 |
42 | Musician | 39649.740 | 5 | 3 | 5 | 0 | 15 | 0 | 1.47 | 7.0 | Good | 1338.65 | 40.444954 | No | 0.000000 | 401.819862 | Low_spent_Small_value_payments | 195.994638 | Standard | 0 |
36 | Media_Manager | 105450.660 | 7 | 7 | 13 | 4 | 9 | 16 | 0.00 | 5.0 | Standard | 328.42 | 39.177116 | Yes | 187.413711 | 599.683775 | Low_spent_Large_value_payments | 384.458015 | Standard | 321 |
44 | Manager | 12821.845 | 7 | 6 | 17 | 1 | 13 | 22 | 2.76 | 2.0 | Standard | 1475.23 | 31.556225 | No | 10.211494 | 55.301497 | Low_spent_Medium_value_payments | 298.535717 | Standard | 217 |
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