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ID | Описание | Дата |
---|---|---|
8c401d4a-a792-48be-91d8-819ae3390924 | integrate bricks-and-clicks e-commerce | 1994-02-16 |
9c7f76fd-a1f1-40bf-bd69-ea12fe6f7f1e | transform interactive infrastructures | 1994-02-15 |
ff3fbbd8-01e9-48e6-9839-339aaa08590c | disintermediate proactive channels | 1979-06-27 |
087d9e4c-c7df-4846-ae79-c6a74a09d342 | envisioneer wireless initiatives | 1999-08-17 |
97c0fe0e-fc9e-4d37-9298-10a74f003bcf | envisioneer real-time e-business | 1995-02-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Teacher | 32284.620 | 6 | 7 | 17 | 6 | 11 | 12 | 9.22 | 8.0 | Standard | 1283.37 | 38.394558 | Yes | 103.037560 | 280.218254 | Low_spent_Small_value_payments | 196.582686 | Standard | 80 |
42 | Developer | 104564.640 | 4 | 7 | 8 | 2 | 17 | 18 | 9.64 | 0.0 | Standard | 100.49 | 30.758336 | No | 112.931216 | 462.918367 | Low_spent_Small_value_payments | 614.422417 | Standard | 302 |
44 | Accountant | 15989.085 | 5 | 4 | 2 | 4 | 13 | 15 | 0.50 | 3.0 | Good | 665.82 | 22.972219 | No | 33.797021 | 86.462556 | Low_spent_Small_value_payments | 278.382799 | Good | 231 |
45 | Developer | 82402.340 | 2 | 7 | 2 | 4 | 6 | 8 | 6.26 | 6.0 | Good | 733.56 | 35.755080 | No | 146.796776 | 267.018858 | High_spent_Medium_value_payments | 541.870533 | Standard | 229 |
46 | Accountant | 38873.010 | 5 | 7 | 12 | 4 | 12 | 11 | 5.42 | 4.0 | Good | 17.87 | 35.285178 | No | 83.285703 | 116.351008 | Low_spent_Large_value_payments | 399.105039 | Good | 338 |
15 | Scientist | 35593.160 | 6 | 10 | 27 | 4 | 47 | 22 | 15.67 | 11.0 | Bad | 1368.27 | 23.580149 | Yes | 72.421755 | 21.960255 | High_spent_Large_value_payments | 416.727656 | Standard | 73 |
27 | Accountant | 45783.320 | 7 | 7 | 18 | 0 | 8 | 15 | 10.25 | 2.0 | Standard | 608.27 | 27.362928 | No | 0.000000 | 267.591135 | Low_spent_Medium_value_payments | 376.736531 | Standard | 0 |
15 | Writer | 8507.270 | 7 | 6 | 17 | 8 | 26 | 20 | 1.22 | 6.0 | Bad | 1409.04 | 34.097595 | Yes | 42.844441 | 81.856973 | Low_spent_Small_value_payments | 243.292503 | Poor | 237 |
36 | Developer | 67049.660 | 5 | 6 | 11 | 4 | 28 | 12 | 17.27 | 8.0 | Standard | 1247.90 | 31.242140 | Yes | 139.388578 | 57.482672 | High_spent_Large_value_payments | 620.875917 | Standard | 103 |
18 | Doctor | 33579.270 | 6 | 5 | 20 | 3 | 18 | 14 | 13.51 | 2.0 | Standard | 517.80 | 37.820653 | NM | 70.928507 | 46.781798 | High_spent_Large_value_payments | 374.616945 | Standard | 252 |
54 | Musician | 34185.140 | 3 | 7 | 5 | 4 | 10 | 12 | 9.56 | 1.0 | Good | 1461.18 | 23.484386 | No | 103.401570 | 270.845638 | Low_spent_Medium_value_payments | 171.728958 | Poor | 342 |
45 | Accountant | 19922.880 | 6 | 6 | 10 | 0 | 30 | 11 | 0.57 | 3.0 | Standard | 560.11 | 36.100975 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 390.319310 | Standard | 0 |
37 | Writer | 10275.925 | 7 | 3 | 20 | 2 | 13 | 0 | 15.32 | 7.0 | Standard | 159.73 | 40.648398 | Yes | 9.869009 | 22.877513 | Low_spent_Medium_value_payments | 317.486186 | Standard | 335 |
30 | Manager | 75299.360 | 3 | 3 | 9 | 0 | 25 | 4 | 1.16 | 6.0 | Good | 1041.40 | 36.485597 | No | 0.000000 | 307.957679 | High_spent_Small_value_payments | 588.836988 | Poor | 364 |
25 | Architect | 42918.750 | 0 | 5 | 2 | 2 | 15 | 3 | 5.75 | 3.0 | Good | 370.57 | 23.567046 | No | 55.242939 | 0.000000 | High_spent_Large_value_payments | 469.479721 | Good | 284 |
44 | Scientist | 80370.320 | 8 | 7 | 17 | 0 | 27 | 8 | 15.36 | 4.0 | Standard | 1135.98 | 42.296291 | Yes | 0.000000 | 176.891450 | High_spent_Medium_value_payments | 758.761216 | Standard | 329 |
42 | Mechanic | 32827.250 | 6 | 6 | 5 | 3 | 16 | 9 | 13.82 | 7.0 | Standard | 1271.28 | 30.849543 | NM | 49.535082 | 163.358452 | Low_spent_Medium_value_payments | 349.966882 | Standard | 323 |
42 | Engineer | 37819.130 | 0 | 3 | 1 | 4 | 9 | 2 | 7.63 | 1.0 | Good | 754.73 | 28.662326 | NM | 79.448728 | 296.819428 | Low_spent_Small_value_payments | 232.291260 | Poor | 327 |
28 | Manager | 37688.550 | 2 | 6 | 2 | 4 | 9 | 7 | 3.27 | 7.0 | Good | 28.36 | 26.316346 | No | 114.333721 | 115.651272 | High_spent_Medium_value_payments | 351.786257 | Good | 301 |
28 | Manager | 23956.270 | 3 | 7 | 12 | 3 | 10 | 12 | 10.52 | 11.0 | Standard | 893.87 | 24.893062 | Yes | 46.975654 | 65.001866 | Low_spent_Small_value_payments | 355.358063 | Poor | 174 |
46 | Engineer | 139631.080 | 3 | 4 | 12 | 0 | 9 | 1 | 5.67 | 4.0 | Good | 202.29 | 31.099247 | No | 0.000000 | 405.590898 | High_spent_Medium_value_payments | 1000.201435 | Poor | 247 |
18 | Entrepreneur | 57921.740 | 4 | 3 | 11 | 3 | 0 | 5 | 0.99 | 3.0 | Good | 978.88 | 37.013453 | No | 94.367313 | 86.898586 | High_spent_Small_value_payments | 556.015269 | Standard | 343 |
55 | Musician | 143829.560 | 3 | 3 | 12 | 0 | 17 | 11 | 3.32 | 1.0 | Standard | 269.26 | 30.444667 | No | 0.000000 | 768.759615 | Low_spent_Large_value_payments | 676.820052 | Standard | 312 |
21 | Entrepreneur | 33012.390 | 5 | 4 | 11 | 0 | 28 | 11 | 12.00 | 6.0 | Good | 917.25 | 40.543900 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 472.514227 | Standard | 350 |
37 | Architect | 41131.360 | 4 | 6 | 1 | 4 | 8 | 8 | 7.75 | 4.0 | Good | 499.67 | 26.549387 | No | 105.055197 | 130.858613 | High_spent_Medium_value_payments | 373.047523 | Good | 249 |
49 | Lawyer | 12763.795 | 8 | 6 | 20 | 4 | 8 | 8 | 8.76 | 0.0 | Standard | 1472.02 | 33.798918 | No | 31.043071 | 94.388917 | Low_spent_Small_value_payments | 286.632971 | Standard | 342 |
35 | Accountant | 64930.470 | 4 | 7 | 20 | 2 | 15 | 19 | 1.07 | 0.0 | Standard | 1239.09 | 28.696307 | Yes | 91.129712 | 217.326995 | High_spent_Medium_value_payments | 470.230543 | Standard | 260 |
35 | Architect | 89772.840 | 8 | 3 | 9 | 2 | 13 | 16 | 3.15 | 3.0 | Standard | 1177.54 | 27.458853 | No | 77.063097 | 254.192632 | Low_spent_Medium_value_payments | 712.351271 | Standard | 272 |
22 | Manager | 50155.560 | 8 | 3 | 6 | 2 | 8 | 22 | 12.93 | 1.0 | Standard | 122.73 | 32.448601 | Yes | 42.582411 | 103.570876 | Low_spent_Large_value_payments | 530.209713 | Standard | 391 |
45 | Musician | 27881.320 | 3 | 7 | 18 | 3 | 15 | 14 | 3.10 | 6.0 | Standard | 1264.51 | 24.497205 | No | 37.199326 | 78.684091 | High_spent_Small_value_payments | 351.860916 | Standard | 257 |
23 | Media_Manager | 17030.260 | 5 | 7 | 8 | 3 | 16 | 19 | 16.21 | 8.0 | Standard | 299.00 | 28.053532 | Yes | 23.871428 | 140.156522 | Low_spent_Medium_value_payments | 278.490883 | Standard | 343 |
23 | Architect | 21488.170 | 4 | 4 | 7 | 3 | 6 | 8 | 2.86 | 1.0 | Good | 553.06 | 23.127341 | No | 42.431512 | 56.485620 | High_spent_Small_value_payments | 329.250952 | Good | 214 |
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