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ID | Описание | Дата |
---|---|---|
a996097a-34da-468d-ab2d-794f07377bd0 | enable global functionalities | 1995-07-21 |
369c48e5-272f-4eb0-beca-76a604765aa3 | unleash cross-media models | 2000-12-20 |
bb3cef3e-fad6-4c83-a885-fcd1053efa39 | engineer integrated bandwidth | 2014-07-07 |
4828a1a7-c74d-4255-b108-2f91add91d2d | revolutionize wireless supply-chains | 1991-03-27 |
14dd103b-a523-479f-9cb1-4c41fa60afec | architect intuitive supply-chains | 1992-11-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Doctor | 95956.500 | 8 | 4 | 11 | 2 | 23 | 0 | 11.94 | 2.0 | Standard | 1079.73 | 41.341414 | NM | 95.521629 | 552.110683 | Low_spent_Large_value_payments | 450.305188 | Good | 386 |
33 | Scientist | 74450.880 | 6 | 4 | 19 | 3 | 5 | 20 | 15.85 | 12.0 | Standard | 640.70 | 32.263385 | Yes | 120.846552 | 145.467119 | High_spent_Large_value_payments | 587.610329 | Standard | 238 |
39 | Teacher | 106543.350 | 6 | 6 | 19 | 2 | 12 | 10 | 13.92 | 4.0 | Standard | 491.07 | 29.995186 | Yes | 109.974461 | 0.000000 | Low_spent_Medium_value_payments | 168.652979 | Standard | 163 |
24 | Manager | 10062.445 | 7 | 5 | 14 | 1 | 21 | 19 | 6.69 | 2.0 | Standard | 954.97 | 39.422336 | Yes | 7.424568 | 68.305864 | Low_spent_Medium_value_payments | 298.423276 | Standard | 0 |
37 | Manager | 34739.350 | 8 | 3 | 10 | 3 | 30 | 17 | 19.70 | 8.0 | Standard | 1408.63 | 36.753039 | Yes | 65.139247 | 55.995794 | High_spent_Medium_value_payments | 419.859542 | Good | 263 |
39 | Mechanic | 40908.160 | 0 | 7 | 10 | 0 | 12 | 7 | 8.01 | 4.0 | Good | 1210.40 | 38.514975 | No | 0.000000 | 27.272239 | High_spent_Large_value_payments | 540.029094 | Standard | 202 |
18 | Accountant | 53251.360 | 5 | 3 | 20 | 3 | 30 | 11 | 19.82 | 9.0 | Standard | 861.67 | 38.487595 | Yes | 128.209844 | 241.893272 | Low_spent_Medium_value_payments | 373.558218 | Good | 329 |
22 | Media_Manager | 108680.190 | 8 | 7 | 5 | 1 | 13 | 9 | 12.26 | 5.0 | Standard | 1439.29 | 43.063251 | NM | 60.640898 | 193.988095 | High_spent_Large_value_payments | 913.639257 | Standard | 206 |
36 | Architect | 77821.260 | 1 | 1 | 12 | 1 | 12 | 0 | 5.58 | 3.0 | Good | 852.73 | 26.117432 | No | 51.557601 | 831.999028 | Low_spent_Small_value_payments | 68.353871 | Standard | 379 |
32 | Architect | 105080.760 | 5 | 5 | 7 | 1 | 19 | 8 | 12.62 | 2.0 | Standard | 361.25 | 32.523551 | Yes | 62.082698 | 198.066993 | High_spent_Large_value_payments | 828.723309 | Standard | 349 |
32 | Engineer | 164401.800 | 4 | 1 | 10 | 1 | 15 | 10 | 2.44 | 3.0 | Good | 790.78 | 31.494568 | No | 110.257527 | 1076.930468 | Low_spent_Medium_value_payments | 460.227006 | Good | 299 |
46 | Entrepreneur | 68081.280 | 7 | 5 | 10 | 2 | 28 | 10 | 6.72 | 3.0 | Standard | 502.86 | 33.886451 | No | 95.812908 | 433.528892 | Low_spent_Small_value_payments | 311.602200 | Standard | 234 |
43 | Journalist | 132986.730 | 4 | 6 | 9 | 0 | 12 | 2 | 3.52 | 0.0 | Good | 309.07 | 36.884325 | No | 0.000000 | 190.745364 | High_spent_Large_value_payments | 1151.177386 | Standard | 243 |
51 | Doctor | 30924.040 | 4 | 1 | 12 | 2 | 4 | 8 | 6.20 | 3.0 | Good | 1.30 | 23.535020 | No | 38.001489 | 215.423109 | Low_spent_Large_value_payments | 281.275736 | Good | 344 |
31 | Scientist | 95187.600 | 4 | 7 | 15 | 0 | 5 | 17 | 3.29 | 2.0 | Standard | 1249.88 | 36.396147 | Yes | 0.000000 | 337.019276 | Low_spent_Small_value_payments | 744.210724 | Standard | 365 |
53 | Mechanic | 74366.940 | 0 | 7 | 2 | 3 | 9 | 10 | 14.61 | 3.0 | Good | 265.44 | 38.174295 | No | 126.642235 | 300.259948 | Low_spent_Medium_value_payments | 491.122317 | Good | 376 |
36 | Developer | 116268.160 | 4 | 5 | 9 | 1 | 18 | 7 | 11.48 | 2.0 | Standard | 681.50 | 33.194887 | Yes | 74.632298 | 438.535749 | High_spent_Small_value_payments | 714.533286 | Standard | 349 |
25 | Writer | 47456.320 | 7 | 3 | 10 | 4 | 11 | 17 | 6.17 | 0.0 | Standard | 45.94 | 40.458549 | Yes | 112.733667 | 0.000000 | High_spent_Small_value_payments | 329.527574 | Standard | 236 |
32 | Manager | 51660.420 | 6 | 6 | 10 | 4 | 7 | 22 | 13.45 | 4.0 | Standard | 358.90 | 29.854070 | Yes | 94.536450 | 246.254559 | High_spent_Small_value_payments | 350.312491 | Standard | 0 |
44 | Doctor | 58918.470 | 3 | 3 | 17 | 3 | 29 | 15 | 13.42 | 7.0 | Standard | 473.14 | 28.482634 | Yes | 123.434939 | 444.197827 | Low_spent_Medium_value_payments | 233.254484 | Standard | 188 |
38 | Lawyer | 73937.400 | 5 | 7 | 8 | 1 | 28 | 13 | 6.69 | 0.0 | Standard | 405.73 | 29.267646 | Yes | 44.479765 | 671.307801 | Low_spent_Small_value_payments | 215.757434 | Standard | 381 |
26 | Engineer | 23987.590 | 6 | 5 | 10 | 1 | 29 | 2950 | 16.36 | 10.0 | Standard | 1332.44 | 29.117794 | Yes | 19.300701 | 252.360753 | Low_spent_Small_value_payments | 227.135129 | Standard | 286 |
30 | Mechanic | 35613.250 | 8 | 5 | 11 | 1 | 19 | 10 | 7.35 | 3.0 | Standard | 1076.77 | 28.028587 | No | 22.056453 | 339.564871 | Low_spent_Small_value_payments | 230.055759 | Standard | 345 |
44 | Musician | 44749.970 | 1 | 7 | 1 | 0 | 13 | 6 | 6.72 | 0.0 | Good | 353.85 | 27.592741 | No | 0.000000 | 59.147490 | High_spent_Large_value_payments | 526.068926 | Poor | 266 |
40 | Writer | 135478.360 | 4 | 6 | 3 | 1 | 13 | 14 | 3.91 | 3.0 | Standard | 845.47 | 29.373437 | No | 71.201994 | 1053.084703 | Low_spent_Medium_value_payments | 293.799636 | Standard | 194 |
41 | Engineer | 33828.190 | 3 | 7 | 5 | 0 | 27 | 17 | 10.16 | 3.0 | Standard | 1123.09 | 24.169992 | NM | 0.000000 | 129.708087 | Low_spent_Large_value_payments | 431.993496 | Standard | 308 |
36 | Accountant | 65000.730 | 7 | 4 | 18 | 3 | 8 | 14 | 7.08 | 0.0 | Standard | 1346.77 | 29.647989 | NM | 151.802537 | 135.526070 | High_spent_Medium_value_payments | 521.544143 | Standard | 348 |
22 | Media_Manager | 16603.995 | 2 | 3 | 9 | 1 | 7 | 10 | 0.70 | 1.0 | Good | 1447.52 | 31.742221 | No | 11.010734 | 105.816550 | Low_spent_Small_value_payments | 317.039340 | Standard | 200 |
47 | Architect | 7887437.000 | 3 | 4 | 13 | 0 | 24 | 0 | 7.84 | 2.0 | Standard | 1378.25 | 29.059974 | No | 0.000000 | 106.483966 | High_spent_Medium_value_payments | 532.428034 | Standard | 0 |
38 | Engineer | 33683.950 | 3 | 5 | 19 | 4 | 16 | 15 | 11.23 | 2.0 | Standard | 1390.77 | 29.688782 | No | 111.910605 | 164.463818 | High_spent_Small_value_payments | 291.325160 | Standard | 0 |
20 | Entrepreneur | 16156.815 | 4 | 6 | 8 | 1 | 27 | 11 | 5.52 | 4.0 | Good | 1008.58 | 39.978563 | No | 11.077602 | 70.941724 | High_spent_Small_value_payments | 297.920798 | Good | 236 |
44 | Media_Manager | 37516.410 | 0 | 3 | 3 | 1 | 18 | 5 | 7.88 | 3.0 | Good | 645.33 | 26.094569 | No | 18.975575 | 63.739337 | High_spent_Large_value_payments | 482.521838 | Poor | 386 |
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