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ID | Описание | Дата |
---|---|---|
5abfb924-6a5c-4fc3-a90a-76dd4ab85f01 | synthesize back-end e-business | 1979-04-03 |
5dedbf82-164d-44bb-9d62-58003c496786 | reinvent 24/365 e-markets | 1979-12-08 |
2454f508-a998-479d-9116-39cd35e52c2d | aggregate user-centric web services | 2014-12-13 |
90d59120-488a-4639-b465-c93983638b53 | integrate back-end synergies | 2015-08-25 |
642c29c8-8f06-4580-8318-ecc7410bd918 | optimize dot-com models | 2020-11-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Developer | 22500.520 | 5 | 3 | 19 | 5 | 14 | 16 | 16.61 | 8.0 | Standard | 864.70 | 23.521787 | Yes | 65.021026 | 66.557578 | High_spent_Medium_value_payments | 295.425730 | Good | 153 |
45 | Journalist | 121719.000 | 4 | 3 | 7 | 2 | 3 | 6 | 3.40 | 2.0 | Good | 1481.99 | 37.611558 | No | 105.876947 | 69.807214 | High_spent_Large_value_payments | 1071.640838 | Standard | 312 |
39 | Architect | 13050.620 | 7 | 7 | 20 | 2 | 17 | 22 | 19.98 | 3.0 | Standard | 1005.81 | 25.839274 | Yes | 11.092094 | 41.346526 | Low_spent_Small_value_payments | 346.616546 | Good | 236 |
34 | Lawyer | 30132.240 | 7 | 3 | 10 | 0 | 29 | 18 | 9.64 | 6.0 | Standard | 162.58 | 28.309010 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 462.831178 | Standard | 91 |
41 | Journalist | 8446.315 | 9 | 6 | 18 | 6 | 19 | 13 | 11.05 | 10.0 | Standard | 1291.00 | 29.987936 | Yes | 28.201959 | 80.168152 | Low_spent_Small_value_payments | 244.415847 | Standard | 116 |
22 | Entrepreneur | 31156.180 | 7 | 4 | 15 | 5 | 5 | 11 | 20.65 | 7.0 | Standard | 159.08 | 27.696916 | NM | 113.901186 | 63.724563 | Low_spent_Large_value_payments | 339.209084 | Standard | 223 |
28 | Lawyer | 17570.580 | 8 | 7 | 5 | 3 | 18 | 8 | 8.77 | 7.0 | Standard | 884.54 | 34.163452 | Yes | 42.475177 | 90.377503 | Low_spent_Small_value_payments | 276.568821 | Standard | 181 |
45 | Developer | 48610.060 | 5 | 4 | 10 | 3 | 15 | 21 | 7.27 | 6.0 | Standard | 1175.65 | 33.099128 | Yes | 74.059794 | 99.752502 | High_spent_Medium_value_payments | 500.071538 | Good | 141 |
17 | Architect | 47631.960 | 5 | 4 | 17 | 5 | 2 | 15 | 18.91 | 8.0 | Standard | 1341.22 | 32.179523 | Yes | 159.173941 | 0.000000 | High_spent_Medium_value_payments | 409.224300 | Standard | 115 |
52 | Entrepreneur | 16257.915 | 3 | 7 | 2 | 0 | 24 | 16 | 4.03 | 3.0 | Standard | 1452.65 | 27.238077 | No | 0.000000 | 136.492343 | Low_spent_Small_value_payments | 297.090282 | Standard | 263 |
44 | Accountant | 24693.090 | 4 | 5 | 5 | 3 | 11 | 0 | 12.34 | 0.0 | Standard | 251.40 | 29.778758 | Yes | 46.784639 | 0.000000 | Low_spent_Small_value_payments | 262.376442 | Standard | 376 |
29 | Accountant | 127273.880 | 8 | 4 | 14 | 1 | 26 | 0 | 8.27 | 1.0 | Standard | 556.02 | 40.276916 | No | 60.432153 | 202.809199 | High_spent_Large_value_payments | 1047.774314 | Standard | 303 |
33 | Entrepreneur | 30411.890 | 1 | 7 | 3 | 1 | 14 | 1 | 7.97 | 2.0 | Good | 509.80 | 33.661812 | No | 23.454708 | 50.470550 | High_spent_Medium_value_payments | 443.207159 | Good | 241 |
21 | Accountant | 111642.180 | 5 | 5 | 6 | 2 | 6 | 10 | 2.29 | 0.0 | Good | 1236.68 | 39.881461 | No | 93.648652 | 108.705089 | High_spent_Large_value_payments | 969.297759 | Good | 187 |
39 | Mechanic | 20877.690 | 8 | 3 | 16 | 4 | 26 | 16 | 6.89 | 5.0 | Standard | 560.41 | 28.916763 | No | 58.422246 | 61.644073 | High_spent_Small_value_payments | 325.514431 | Standard | 286 |
26 | Scientist | 85721.820 | 4 | 3 | 8 | 0 | 14 | 6 | 8.82 | 4.0 | Good | 1149.07 | 35.028653 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 541.774500 | Poor | 371 |
45 | Engineer | 28766.280 | 4 | 3 | 3 | 2 | 7 | 1 | 4.51 | 3.0 | Good | 263.42 | 33.176922 | No | 45.687268 | 54.593333 | High_spent_Medium_value_payments | 407.938400 | Standard | 0 |
26 | Doctor | 16133.430 | 6 | 7 | 16 | 2 | 43 | 20 | 9.64 | 11.0 | Bad | 1494.81 | 27.584895 | NM | 24.257118 | 105.406760 | Low_spent_Small_value_payments | 288.681372 | Standard | 137 |
47 | Journalist | 22159.950 | 8 | 6 | 15 | 0 | 17 | 17 | 11.29 | 7.0 | Standard | 271.30 | 30.834653 | Yes | 0.000000 | 44.213585 | High_spent_Large_value_payments | 369.752665 | Standard | 260 |
46 | Journalist | 61035.390 | 4 | 6 | 6 | 2 | 18 | 10 | 2.98 | 4.0 | Standard | 1338.69 | 28.946527 | NM | 52.823754 | 140.330166 | High_spent_Medium_value_payments | 538.974330 | Standard | 386 |
51 | Architect | 123388.830 | 1 | 4 | 3 | 2 | 15 | 10 | 5.24 | 0.0 | Good | 869.62 | 40.245464 | No | 114.305651 | 587.307487 | High_spent_Small_value_payments | 598.927112 | Standard | 397 |
27 | Media_Manager | 21468.160 | 8 | 4 | 13 | 2 | 7 | 9 | 3.50 | 5.0 | Standard | 1119.42 | 38.172673 | No | 19.663461 | 80.543742 | High_spent_Medium_value_payments | 356.394130 | Standard | 342 |
25 | Scientist | 38073.200 | 2 | 4 | 5 | 1 | 9 | 3 | 1.05 | 2.0 | Good | 196.95 | 39.329525 | No | 28.551433 | 131.432517 | High_spent_Small_value_payments | 436.792717 | Standard | 0 |
54 | Media_Manager | 116428.120 | 5 | 4 | 8 | 1 | 6 | 2 | 3.69 | 1.0 | Good | 463.59 | 28.347504 | No | 61.132048 | 277.914936 | Low_spent_Medium_value_payments | 914.987348 | Standard | 277 |
37 | Writer | 28443.420 | 7 | 4 | 9 | 2 | 23 | 0 | 7.23 | 4.0 | Standard | 1476.31 | 41.041007 | No | 39.807482 | 44.826860 | High_spent_Large_value_payments | 386.794159 | Standard | 285 |
35 | Writer | 18995.890 | 2 | 3 | 6 | 0 | 11 | 2 | 13.42 | 4.0 | Good | 953.75 | 33.055987 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 396.784011 | Poor | 296 |
30 | Lawyer | 88120.120 | 5 | 6 | 15 | 4 | 1 | 12 | 4.48 | 2.0 | Standard | 534.85 | 33.361123 | No | 164.978777 | 442.194413 | Low_spent_Large_value_payments | 400.561144 | Standard | 398 |
29 | Manager | 86992.680 | 6 | 6 | 15 | 3 | 16 | 21 | 18.83 | 4.0 | Standard | 982.81 | 29.115580 | Yes | 143.671607 | 73.182829 | High_spent_Large_value_payments | 744.684563 | Standard | 296 |
27 | Writer | 35413.430 | 6 | 4 | 6 | 3 | 5 | 12 | 4.48 | 5.0 | Standard | 381.28 | 33.860993 | Yes | 67.252877 | 92.016609 | Low_spent_Large_value_payments | 396.742431 | Standard | 390 |
20 | Accountant | 131557.440 | 4 | 6 | 6 | 1 | 21 | 20 | 11.70 | 5.0 | Standard | 1031.15 | 34.745258 | Yes | 100.565104 | 1329.726984 | Low_spent_Small_value_payments | 0.000000 | Standard | 379 |
36 | Manager | 37578.610 | 0 | 5 | 5 | 4 | 4 | 10 | 6.72 | 0.0 | Good | 855.61 | 26.325247 | No | 83.273664 | 231.479776 | Low_spent_Small_value_payments | 293.201644 | Standard | 373 |
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