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ID | Описание | Дата |
---|---|---|
16eda569-5e70-4e65-b6f2-7737496b4003 | evolve leading-edge communities | 2011-10-23 |
4ecf686e-96f3-4589-9525-7bf17633831b | deploy strategic e-services | 2008-05-12 |
649589d7-ab0c-4c90-b47e-b1800a9e3b74 | integrate intuitive experiences | 1981-05-15 |
4a9373e3-a6da-49e3-85c1-382bf840d2eb | envisioneer efficient relationships | 1996-07-10 |
c4245551-3685-4ada-a435-6ac5842e836d | facilitate seamless e-commerce | 1995-11-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Writer | 108415.000 | 3 | 5 | 16 | 1 | 12 | 17 | 16.33 | 6.0 | Standard | 1075.84 | 41.099551 | Yes | 76.857563 | 335.039163 | High_spent_Medium_value_payments | 722.961607 | Standard | 327 |
25 | Mechanic | 12985.715 | 4 | 3 | 15 | 1 | 5 | 13 | 11.02 | 5.0 | Standard | 355.39 | 25.381268 | Yes | 8.733920 | 78.026826 | Low_spent_Medium_value_payments | 309.653546 | Standard | 374 |
35 | Engineer | 42018.210 | 0 | 7 | 6 | 2 | 3 | 8 | 10.27 | 5.0 | Good | 421.99 | 27.421020 | NM | 46.287657 | 127.935785 | Low_spent_Large_value_payments | 450.228308 | Good | 238 |
39 | Developer | 20226.280 | 8 | 6 | 14 | 2 | 28 | 9 | 10.79 | 8.0 | Standard | 767.58 | 27.752592 | Yes | 26.831344 | 0.000000 | Low_spent_Small_value_payments | 230.250849 | Standard | 0 |
47 | Teacher | 57728.220 | 4 | 6 | 8 | 4 | 23 | 9 | 9.20 | 3.0 | Good | 167.02 | 40.063687 | NM | 174.141939 | 320.696448 | High_spent_Small_value_payments | 231.330113 | Good | 239 |
31 | Lawyer | 22853.370 | 6 | 3 | 12 | 1 | 29 | 15 | 6.68 | 2.0 | Standard | 423.83 | 25.752266 | Yes | 12.319785 | 201.164070 | Low_spent_Small_value_payments | 247.360895 | Standard | 240 |
24 | Manager | 19731.200 | 6 | 6 | 11 | 0 | 16 | 17 | 1.53 | 1.0 | Standard | 424.32 | 28.872738 | NM | 0.000000 | 52.291928 | Low_spent_Medium_value_payments | 378.634739 | Standard | 206 |
24 | Lawyer | 31481.450 | 4 | 3 | 8 | 0 | 21 | 15 | 18.45 | 5.0 | Good | 650.30 | 34.180385 | No | 0.000000 | 153.424393 | Low_spent_Medium_value_payments | 410.021023 | Standard | 397 |
35 | Teacher | 22373.535 | 5 | 5 | 10 | 2 | 2 | 9 | 1.24 | 0.0 | Good | 1472.78 | 36.286937 | No | 31.947799 | 107.833041 | Low_spent_Large_value_payments | 343.965285 | Good | 297 |
36 | Architect | 128141.190 | 4 | 4 | 3 | 2 | 8 | 0 | 11.42 | 0.0 | Good | 198.77 | 32.477158 | No | 121.577707 | 664.325750 | Low_spent_Medium_value_payments | 575.339793 | Standard | 352 |
30 | Architect | 12186.425 | 6 | 5 | 8 | 1 | 25 | 23 | 8.95 | 6.0 | Good | 176.84 | 37.441784 | NM | 9.584438 | 23.357363 | High_spent_Small_value_payments | 326.211740 | Good | 218 |
31 | Mechanic | 63525.640 | 4 | 7 | 9 | 3 | 14 | 5 | 10.73 | 2.0 | Good | 1016.00 | 30.449824 | No | 145.929560 | 82.414294 | High_spent_Large_value_payments | 552.636479 | Standard | 368 |
28 | Lawyer | 24613.730 | 8 | 3 | 11 | 3 | 14 | 8 | 8.18 | 4.0 | Good | 637.25 | 29.800951 | No | 56.501456 | 136.144263 | Low_spent_Large_value_payments | 304.268697 | Good | 0 |
52 | Manager | 108171.630 | 3 | 4 | 7 | 3 | 14 | 9 | 5.24 | 4.0 | Good | 461.19 | 34.414373 | No | 145.870633 | 103.184434 | High_spent_Large_value_payments | 900.475182 | Standard | 356 |
48 | Journalist | 23627.630 | 7 | 3 | 19 | 3 | 6 | 12 | 1.23 | 1.0 | Standard | 277.93 | 39.190587 | No | 37.996378 | 0.000000 | High_spent_Small_value_payments | 316.478663 | Standard | 213 |
37 | Entrepreneur | 71111.100 | 8 | 6 | 14 | 2 | 26 | 0 | 15.14 | 4.0 | Standard | 1085.48 | 27.447196 | Yes | 80.104390 | 77.590003 | High_spent_Large_value_payments | 693.698106 | Standard | 122 |
23 | Accountant | 80983.640 | 6 | 3 | 15 | 4 | 19 | 18 | 16.91 | 7.0 | Standard | 982.44 | 27.280751 | Yes | 188.456595 | 126.071616 | High_spent_Large_value_payments | 594.735456 | Standard | 338 |
43 | Lawyer | 34744.150 | 3 | 2 | 3 | 3 | 1 | 10 | 0.48 | 3.0 | Good | 219.59 | 36.850798 | No | 52.218894 | 229.271903 | Low_spent_Large_value_payments | 266.943786 | Standard | 399 |
22 | Musician | 59978.520 | 6 | 7 | 13 | 0 | 10 | 11 | 3.54 | 3.0 | Standard | 479.07 | 34.987021 | No | 0.000000 | 288.430338 | Low_spent_Small_value_payments | 486.290662 | Standard | 0 |
35 | Architect | 58176.600 | 6 | 4 | 13 | 3 | 19 | 15 | 11.38 | 4.0 | Standard | 1457.80 | 39.357233 | Yes | 120.080572 | 54.877862 | High_spent_Medium_value_payments | 580.446567 | Poor | 176 |
30 | Engineer | 12860.845 | 3 | 7 | 8 | 0 | 19 | 0 | 10.55 | 0.0 | Standard | 209.28 | 25.999341 | No | 0.000000 | 104.505821 | Low_spent_Small_value_payments | 282.167887 | Poor | 338 |
19 | Accountant | 177696.920 | 5 | 5 | 9 | 1 | 13 | 7 | 11.50 | 3.0 | Good | 1182.91 | 34.104294 | No | 74.732590 | 957.915292 | Low_spent_Medium_value_payments | 756.359784 | Good | 306 |
45 | Lawyer | 34534.820 | 3 | 6 | 8 | 1 | 3 | 3 | 1.16 | 8.0 | Good | 132.98 | 41.931220 | No | 23.394635 | 74.844325 | Low_spent_Large_value_payments | 488.351207 | Standard | 380 |
32 | Entrepreneur | 20618.070 | 9 | 7 | 27 | 5 | 35 | 15 | 9.76 | 12.0 | Bad | 1424.45 | 25.801358 | Yes | 48.454130 | 78.432557 | Low_spent_Small_value_payments | 306.530563 | Poor | 149 |
51 | Scientist | 24376.730 | 7 | 4 | 9 | 1 | 24 | 8 | 3.90 | 3.0 | Standard | 1125.30 | 37.870266 | Yes | 18.305190 | 0.000000 | Low_spent_Small_value_payments | 247.182242 | Standard | 195 |
39 | Media_Manager | 107991.540 | 1 | 3 | 1 | 1 | 3 | 8 | 2.40 | 4.0 | Good | 1163.93 | 42.434793 | No | 68.641039 | 65.485154 | High_spent_Large_value_payments | 982.203307 | Standard | 387 |
23 | Mechanic | 15710.555 | 4 | 5 | 19 | 4 | 21 | 2956 | 2.58 | 1.0 | Standard | 442.17 | 27.640397 | No | 26.492123 | 48.463240 | Low_spent_Large_value_payments | 324.065928 | Standard | 296 |
46 | Teacher | 17737.600 | 4 | 7 | 8 | 0 | 6 | 0 | 6.20 | 7.0 | Good | 1420.93 | 37.633250 | No | 0.000000 | 96.687063 | Low_spent_Small_value_payments | 319.326270 | Good | 312 |
35 | Writer | 125062.920 | 5 | 3 | 11 | 1 | 12 | 2621 | 10.49 | 4.0 | Good | 1424.96 | 23.997398 | No | 73.981294 | 917.296605 | Low_spent_Medium_value_payments | 313.813101 | Good | 248 |
28 | Lawyer | 37070.000 | 3 | 4 | 4 | 4 | 16 | 10 | 10.73 | 1.0 | Good | 387.26 | 38.124519 | No | 103.092665 | 260.422727 | Low_spent_Small_value_payments | 220.401274 | Good | 0 |
29 | Media_Manager | 85677.300 | 1 | 5 | 8 | 1 | 5 | 1 | 8.66 | 2.0 | Good | 415.77 | 33.757984 | NM | 49.672081 | 553.598401 | Low_spent_Medium_value_payments | 390.707017 | Standard | 353 |
39 | Manager | 85744.120 | 6 | 7 | 11 | 2 | 29 | 18 | 18.08 | 5.0 | Standard | 717.79 | 40.554978 | Yes | 72.099176 | 537.048216 | Low_spent_Large_value_payments | 373.386941 | Good | 190 |
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