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ID | Описание | Дата |
---|---|---|
20e04ea7-51f2-4151-8c91-8fef3d8267d3 | grow real-time users | 2018-02-21 |
af6812db-5ef6-4c6a-964b-4d66cf752060 | generate dot-com relationships | 1994-03-30 |
67810107-1a9c-4ce4-90ac-3c2ba8a206ef | scale global systems | 2012-01-31 |
4180c11a-92e7-4f29-932d-c5b5bb16d766 | evolve out-of-the-box applications | 1974-08-04 |
143d9421-2866-41ac-9d9f-6ce0ccf8b2ed | facilitate plug-and-play communities | 2024-07-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | Developer | 10623.765 | 6 | 3 | 18 | 3 | 7 | 12 | 16.39 | 7.0 | Standard | 181.68 | 30.252417 | Yes | 26.515280 | 35.279775 | Low_spent_Small_value_payments | 317.736320 | Standard | 0 |
19 | Architect | 13486.615 | 8 | 6 | 8 | 2 | 8 | 10 | 11.26 | 1.0 | Good | 45.37 | 29.006633 | No | 14.724662 | 87.590163 | Low_spent_Medium_value_payments | 278.073634 | Good | 228 |
34 | Teacher | 128189.370 | 2 | 7 | 7 | 2 | 8 | 1 | 10.63 | 1.0 | Good | 913.10 | 37.790833 | No | 153.269009 | 773.626050 | Low_spent_Medium_value_payments | 392.149691 | Good | 369 |
52 | Writer | 43592.450 | 2 | 3 | 2 | 3 | 3 | 2 | 4.53 | 1.0 | Good | 793.39 | 31.557879 | No | 95.886078 | 132.426407 | High_spent_Medium_value_payments | 397.557932 | Good | 387 |
31 | Lawyer | 8151.410 | 9 | 7 | 15 | 6 | 43 | 23 | 3.59 | 9.0 | Bad | 1418.45 | 28.323667 | Yes | 29.337299 | 16.475719 | High_spent_Large_value_payments | 286.815399 | Standard | 77 |
36 | Doctor | 68096.880 | 5 | 5 | 17 | 3 | 16 | 13 | 7.86 | 0.0 | Standard | 655.37 | 35.565741 | No | 166.648207 | 47.492516 | High_spent_Large_value_payments | 601.633277 | Standard | 345 |
39 | Journalist | 31357.420 | 0 | 4 | 8 | 4 | 3 | 11 | 4.48 | 3.0 | Good | 1390.26 | 30.557621 | No | 80.513384 | 161.254607 | High_spent_Small_value_payments | 309.143842 | Standard | 334 |
30 | Media_Manager | 26509.670 | 8 | 7 | 18 | 2 | 24 | 20 | 14.37 | 4.0 | Standard | 1259.90 | 36.449810 | Yes | 171.810006 | 96.923269 | High_spent_Small_value_payments | 320.713173 | Standard | 288 |
48 | Manager | 29648.760 | 0 | 2 | 10 | 0 | 8 | 5 | 4.85 | 3.0 | Good | 1104.99 | 32.960808 | No | 0.000000 | 148.063992 | High_spent_Small_value_payments | 386.009008 | Good | 252 |
24 | Entrepreneur | 78498.720 | 8 | 5 | 17 | 0 | 18 | 9 | 8.82 | 7.0 | Standard | 910.99 | 28.200447 | Yes | 0.000000 | 209.008966 | High_spent_Small_value_payments | 707.847034 | Standard | 113 |
40 | Architect | 13351.830 | 6 | 3 | 13 | 2 | 17 | 15 | 13.48 | 1.0 | Standard | 303.84 | 29.284700 | Yes | 13.913944 | 34.586608 | Low_spent_Medium_value_payments | 357.164698 | Standard | 274 |
47 | Mechanic | 17766.930 | 5 | 6 | 11 | 1 | 12 | 0 | 8.56 | 2.0 | Good | 195.48 | 39.361805 | No | 9.712736 | 24.129957 | High_spent_Medium_value_payments | 338.115057 | Standard | 368 |
21 | Lawyer | 22019.770 | 0 | 5 | 8 | 3 | 28 | 0 | 8.94 | 4.0 | Good | 1467.80 | 25.731011 | NM | 42.075636 | 86.488805 | Low_spent_Large_value_payments | 320.533643 | Poor | 262 |
27 | Teacher | 175191.400 | 2 | 3 | 3 | 1 | 24 | 0 | 2.80 | 2.0 | Good | 436.11 | 36.817021 | No | 123.717283 | 449.682097 | High_spent_Small_value_payments | 1172.828953 | Poor | 239 |
33 | Manager | 36136.490 | 6 | 3 | 18 | 2 | 30 | 14 | 18.91 | 6.0 | Standard | 453.40 | 38.413739 | Yes | 42.473990 | 76.563340 | High_spent_Medium_value_payments | 434.000087 | Standard | 397 |
41 | Scientist | 20328.250 | 6 | 5 | 16 | 0 | 19 | 20 | 17.19 | 5.0 | Standard | 1025.98 | 34.811474 | Yes | 0.000000 | 93.429031 | Low_spent_Large_value_payments | 332.673052 | Standard | 67 |
23 | Engineer | 13129.295 | 6 | 6 | 14 | 2 | 12 | 17 | 12.63 | 2.0 | Standard | 273.99 | 37.078854 | No | 20.969905 | 35.791020 | High_spent_Small_value_payments | 285.949867 | Standard | 386 |
51 | Media_Manager | 40639.060 | 1 | 1 | 3 | 0 | 0 | 0 | 3.50 | 4.0 | Good | 853.92 | 27.176601 | No | 0.000000 | 125.292979 | Low_spent_Small_value_payments | 521.965855 | Standard | 285 |
32 | Scientist | 113539.440 | 8 | 4 | 13 | 0 | 29 | 19 | 5.83 | 6.0 | Standard | 1207.09 | 27.634934 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 573.037651 | Standard | 0 |
34 | Manager | 26408.130 | 4 | 6 | 19 | 6 | 13 | 8 | 16.42 | 5.0 | Standard | 65.19 | 38.855975 | Yes | 73.560979 | 20.852530 | High_spent_Large_value_payments | 360.254241 | Standard | 70 |
28 | Musician | 17951.300 | 3 | 4 | 20 | 7 | 28 | 0 | 18.77 | 8.0 | Standard | 664.65 | 37.806228 | Yes | 62.691817 | 57.595627 | Low_spent_Small_value_payments | 304.006723 | Standard | 219 |
28 | Accountant | 68367.800 | 6 | 4 | 2 | 0 | 14 | 18 | 7.13 | 4.0 | Good | 359.85 | 31.082091 | No | 0.000000 | 370.081930 | High_spent_Small_value_payments | 433.549737 | Poor | 0 |
22 | Journalist | 69324.200 | 2 | 3 | 7 | 1 | 6 | 1 | 5.02 | 6.0 | Good | 155.04 | 37.305290 | No | 53.881242 | 262.869449 | Low_spent_Large_value_payments | 542.850976 | Good | 333 |
19 | Mechanic | 41191.600 | 0 | 3 | 4 | 1 | 2 | 8 | 4.55 | 3.0 | Good | 801.66 | 36.724009 | No | 21.403492 | 80.015203 | Low_spent_Large_value_payments | 507.044638 | Standard | 221 |
36 | Teacher | 139702.240 | 4 | 1 | 7 | 0 | 3 | 4 | 10.96 | 8.0 | Good | 342.60 | 39.164783 | No | 0.000000 | 180.917273 | High_spent_Large_value_payments | 1245.768060 | Standard | 384 |
31 | Journalist | 35746.070 | 2 | 5 | 10 | 4 | 33 | 12 | 3.04 | 8.0 | Good | 553.50 | 32.927241 | No | 59.880780 | 199.442516 | High_spent_Small_value_payments | 298.660621 | Standard | 215 |
41 | Musician | 39280.520 | 5 | 1 | 9 | 2 | 0 | 3 | 0.00 | 4.0 | Good | 599.81 | 40.200187 | No | 38.304172 | 42.704728 | High_spent_Medium_value_payments | 498.728766 | Good | 277 |
18 | Media_Manager | 34243.280 | 7 | 10 | 18 | 7 | 28 | 23 | 16.92 | 11.0 | Bad | 1405.24 | 30.369877 | NM | 195.099790 | 340.844453 | Low_spent_Small_value_payments | 13.516424 | Poor | 69 |
33 | Scientist | 20922.340 | 7 | 6 | 18 | 3 | 24 | 13 | 12.60 | 7.0 | Standard | 363.49 | 38.467466 | Yes | 40.816641 | 45.681665 | High_spent_Medium_value_payments | 356.154527 | Standard | 389 |
36 | Lawyer | 22744.150 | 9 | 4 | 14 | 0 | 21 | 11 | 7.73 | 2.0 | Standard | 116.17 | 24.871430 | Yes | 0.000000 | 162.099248 | Low_spent_Small_value_payments | 318.935335 | Standard | 355 |
46 | Engineer | 109744.860 | 8 | 4 | 19 | 1 | 20 | 12 | 13.33 | 2.0 | Standard | 55.20 | 28.314668 | Yes | 72.516053 | 0.000000 | Low_spent_Medium_value_payments | 180.568666 | Standard | 393 |
49 | Mechanic | 19805347.000 | 6 | 4 | 16 | 1 | 12 | 14 | 6.07 | 6.0 | Standard | 1429.96 | 29.064369 | NM | 25.778709 | 0.000000 | High_spent_Medium_value_payments | 457.837356 | Standard | 276 |
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