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ID | Описание | Дата |
---|---|---|
53c97c78-509e-4637-b5c9-b193f1153368 | whiteboard scalable experiences | 1980-01-22 |
3ad8d192-6902-424b-ae9a-6c80d99fb5a7 | implement real-time e-services | 1972-07-14 |
749f1d4a-0c16-4004-836d-5ec8bd1fe5fb | re-intermediate distributed e-tailers | 1982-10-04 |
16d6bb96-13fb-4ffd-8ee4-22cddfc60280 | visualize interactive e-business | 1974-03-02 |
26aab123-f391-4c97-a5ef-280b8a3414e8 | evolve user-centric models | 1994-07-28 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Teacher | 96582.240 | 3 | 3 | 13 | 1 | 5 | 15 | 19.79 | 0.0 | Standard | 482.88 | 42.927889 | Yes | 72.460211 | 154.424238 | High_spent_Medium_value_payments | 811.767551 | Standard | 309 |
40 | Journalist | 43700.610 | 0 | 7 | 5 | 2 | 2 | 11 | 5.57 | 8.0 | Good | 633.46 | 29.263067 | No | 66.917525 | 42.306639 | High_spent_Medium_value_payments | 498.247586 | Good | 379 |
31 | Entrepreneur | 18793.340 | 0 | 7 | 8 | 2 | 7 | 6 | 2.89 | 1.0 | Good | 863.66 | 29.191742 | No | 27.301337 | 59.009565 | High_spent_Small_value_payments | 334.900265 | Poor | 341 |
56 | Journalist | 144901.760 | 4 | 7 | 10 | 2 | 12 | 7 | 7.94 | 7.0 | Standard | 1365.04 | 38.798504 | No | 170.778606 | 1021.532757 | Low_spent_Large_value_payments | 312.703304 | Good | 0 |
55 | Architect | 58885.700 | 1 | 6 | 2 | 3 | 5 | 11 | 0.90 | 0.0 | Good | 415.30 | 39.973227 | No | 105.755080 | 151.120539 | High_spent_Medium_value_payments | 458.738548 | Good | 289 |
23 | Manager | 31856.050 | 3 | 1 | 5 | 3 | 12 | 3 | 3.21 | 7.0 | Good | 1178.38 | 33.618909 | No | 66.886554 | 0.000000 | Low_spent_Large_value_payments | 269.716010 | Standard | 366 |
35 | Teacher | 100191.360 | 4 | 7 | 6 | 2 | 28 | 18 | 9.61 | 2.0 | Standard | 496.71 | 28.264240 | No | 145.581445 | 283.523485 | High_spent_Medium_value_payments | 626.723070 | Standard | 241 |
38 | Accountant | 13300.535 | 4 | 3 | 14 | 3 | 13 | 8 | 7.50 | 1.0 | Standard | 367.87 | 24.315738 | Yes | 18.413069 | 131.657333 | Low_spent_Small_value_payments | 258.267389 | Standard | 311 |
41 | Architect | 110529.930 | 5 | 6 | 1 | 0 | 6 | 8 | 8.19 | 0.0 | Good | 731.46 | 28.618610 | No | 0.000000 | 665.667532 | Low_spent_Small_value_payments | 529.315218 | Standard | 192 |
24 | Musician | 109905.960 | 8 | 4 | 8 | 1 | 29 | 16 | 10.07 | 1.0 | Standard | 150.87 | 28.220441 | Yes | 90.582866 | 396.191739 | Low_spent_Large_value_payments | 692.908395 | Poor | 246 |
25 | Teacher | 34898.900 | 7 | 4 | 7 | 2 | 16 | 18 | 0.00 | 8.0 | Standard | 198.75 | 26.989322 | Yes | 32.744311 | 376.568211 | Low_spent_Small_value_payments | 188.711644 | Standard | 249 |
19 | Architect | 8459.020 | 7 | 7 | 14 | 3 | 18 | 21 | 10.36 | 10.0 | Standard | 789.89 | 28.289372 | NM | 18.894157 | 18.802160 | High_spent_Small_value_payments | 322.095516 | Good | 156 |
51 | Media_Manager | 72195.240 | 3 | 7 | 5 | 1 | 14 | 8 | 9.44 | 4.0 | Standard | 1248.19 | 30.088168 | Yes | 47.066103 | 599.514486 | Low_spent_Medium_value_payments | 260.446412 | Standard | 251 |
35 | Entrepreneur | 101275.800 | 4 | 7 | 6 | 0 | 23 | 9 | 16.71 | 10.0 | Standard | 616.95 | 23.287393 | Yes | 0.000000 | 712.357332 | Low_spent_Large_value_payments | 411.407668 | Good | 390 |
52 | Teacher | 99868.830 | 2 | 3 | 2 | 3 | 5 | 11 | 9.11 | 1.0 | Good | 693.76 | 36.599111 | No | 146.701253 | 228.959539 | High_spent_Medium_value_payments | 707.579458 | Good | 266 |
32 | Engineer | 19487.775 | 4 | 5 | 1 | 3 | 4 | 9 | 10.62 | 1.0 | Good | 246.83 | 24.892327 | No | 24.702833 | 20.368885 | High_spent_Large_value_payments | 373.426407 | Standard | 393 |
54 | Accountant | 29508.410 | 7 | 4 | 9 | 1 | 18 | 0 | 10.75 | 4.0 | Standard | 333.86 | 27.221135 | No | 16.547212 | 32.351596 | High_spent_Large_value_payments | 448.704608 | Standard | 237 |
18 | Accountant | 19369.960 | 6 | 5 | 18 | 4 | 14 | 15 | 17.39 | 8.0 | Standard | 1266.31 | 28.018999 | Yes | 57.412212 | 157.445661 | Low_spent_Large_value_payments | 234.258460 | Good | 192 |
25 | Scientist | 38612.190 | 5 | 3 | 11 | 2 | 0 | 4 | 2.82 | 4.0 | Good | 595.38 | 35.109394 | No | 52.840945 | 41.854807 | High_spent_Medium_value_payments | 449.772498 | Standard | 0 |
24 | Mechanic | 16559.985 | 1 | 4 | 2 | 1 | 17 | 11 | 9.60 | 3.0 | Good | 680.86 | 30.004133 | No | 10.263438 | 70.577404 | Low_spent_Medium_value_payments | 326.059033 | Poor | 215 |
18 | Mechanic | 68917.940 | 5 | 2 | 11 | 0 | 0 | 10 | 2.19 | 4.0 | Good | 1263.18 | 39.344781 | No | 0.000000 | 217.411206 | High_spent_Medium_value_payments | 582.404960 | Good | 0 |
50 | Engineer | 151373.040 | 1 | 7 | 6 | 2 | 14 | 0 | 11.81 | 8.0 | Good | 931.64 | 28.785823 | No | 199.663054 | 502.296115 | Low_spent_Large_value_payments | 858.182830 | Poor | 0 |
26 | Musician | 171126.040 | 1 | 3 | 6 | 2 | 13 | 13 | 5.80 | 3.0 | Good | 1190.13 | 33.496844 | No | 192.687193 | 1210.662317 | Low_spent_Medium_value_payments | 319.800824 | Good | 214 |
26 | Musician | 13164.265 | 6 | 4 | 8 | 7 | 27 | 15 | 15.24 | 6.0 | Standard | 697.28 | 34.409266 | Yes | 64.619127 | 86.497041 | Low_spent_Medium_value_payments | 232.286040 | Standard | 138 |
56 | Engineer | 95849.160 | 4 | 3 | 11 | 0 | 8 | 18 | 4.74 | 3.0 | Standard | 596.66 | 30.323217 | No | 0.000000 | 69.892153 | High_spent_Large_value_payments | 952.350847 | Standard | 221 |
42 | Manager | 39191.160 | 8 | 3 | 8 | 4 | 22 | 10 | 2.09 | 0.0 | Standard | 1146.38 | 29.998888 | No | 119.926490 | 381.898593 | Low_spent_Small_value_payments | 112.067916 | Standard | 0 |
17 | Mechanic | 103395.240 | 5 | 7 | 6 | 3 | 9 | 0 | 10.37 | 12.0 | Standard | 1103.47 | 39.607534 | Yes | 146.621884 | 533.460554 | Low_spent_Small_value_payments | 452.344562 | Standard | 77 |
28 | Teacher | 33535.890 | 4 | 5 | 7 | 1 | 8 | 0 | 10.43 | 1.0 | Good | 970.22 | 33.028029 | No | 18.093624 | 133.917420 | Low_spent_Large_value_payments | 407.154706 | Good | 264 |
30 | Accountant | 29465.730 | 2 | 7 | 1 | 0 | 1 | 0 | 10.01 | 2.0 | Good | 1171.28 | 38.851141 | No | 0.000000 | 62.463510 | High_spent_Small_value_payments | 463.484240 | Good | 269 |
53 | Architect | 112853.220 | 2 | 4 | 4 | 2 | 5 | 0 | 13.06 | 0.0 | Good | 732.33 | 35.621824 | No | 127.072288 | 70.683878 | High_spent_Large_value_payments | 997.487335 | Standard | 203 |
39 | Teacher | 31846.760 | 2 | 4 | 7 | 2 | 4 | 6 | 11.95 | 4.0 | Good | 881.26 | 35.518021 | No | 27.407887 | 0.000000 | Low_spent_Large_value_payments | 331.367441 | Good | 192 |
18 | Mechanic | 8409.980 | 3 | 7 | 18 | 2 | 10 | 19 | 19.45 | 8.0 | Standard | 910.12 | 33.570685 | Yes | 13.641402 | 60.857971 | Low_spent_Small_value_payments | 270.883794 | Poor | 110 |
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