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ID | Описание | Дата |
---|---|---|
5c9cf662-f68d-4836-8518-b0a2f8eb5001 | innovate ubiquitous e-markets | 2008-01-07 |
25352399-1eb6-4175-976f-05d636c1a20f | aggregate viral infrastructures | 1987-02-27 |
68ac07a6-0770-4fcd-a52b-31235aa8b396 | reinvent next-generation niches | 2010-02-13 |
59b0f2e8-6701-4d10-972b-0467e7e0efdc | aggregate value-added action-items | 2013-02-15 |
1f2320b0-aa2c-45b0-bcd9-da611a636994 | maximize open-source e-commerce | 1992-12-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Engineer | 88640.240 | 3 | 6 | 1 | 2 | 4 | 0 | 3.51 | 3.0 | Good | 950.36 | 38.323639 | No | 135.173371 | 686.126217 | Low_spent_Small_value_payments | 195.369079 | Good | 310 |
39 | Entrepreneur | 115800.540 | 4 | 4 | 9 | 1 | 2 | 5 | 11.90 | 2.0 | Good | 194.96 | 36.631866 | No | 81.742036 | 918.840689 | Low_spent_Medium_value_payments | 265.421776 | Poor | 307 |
34 | Writer | 48212.800 | 7 | 7 | 18 | 4 | 15 | 16 | 8.49 | 6.0 | Standard | 1197.02 | 26.164888 | NM | 109.736380 | 212.918915 | Low_spent_Small_value_payments | 355.118038 | Standard | 217 |
52 | Mechanic | 38694.660 | 2 | 3 | 2 | 3 | 3 | 11 | 1.72 | 2.0 | Good | 711.09 | 30.787401 | No | 70.479478 | 40.710129 | High_spent_Medium_value_payments | 446.865893 | Good | 394 |
38 | Teacher | 86775.400 | 4 | 7 | 7 | 1 | 13 | 23 | 11.49 | 3.0 | Standard | 1421.81 | 32.935850 | NM | 43.083752 | 93.684670 | High_spent_Large_value_payments | 814.859911 | Good | 316 |
27 | Musician | 32763.680 | 7 | 7 | 5 | 4 | 16 | 16 | 9.30 | 8.0 | Standard | 574.82 | 27.787126 | Yes | 99.190114 | 169.691619 | Low_spent_Small_value_payments | 282.748934 | Standard | 0 |
47 | Accountant | 16609.095 | 2 | 3 | 4 | 3 | 7 | 4 | 10.81 | 0.0 | Good | 864.00 | 23.631390 | No | 22.411006 | 26.706984 | High_spent_Large_value_payments | 339.691136 | Good | 275 |
40 | Doctor | 60575.700 | 4 | 7 | 15 | 3 | 21 | 15 | 9.27 | 4.0 | Standard | 832.55 | 39.232745 | NM | 135.037723 | 54.480063 | High_spent_Medium_value_payments | 539.979714 | Standard | 361 |
30 | Entrepreneur | 16472.090 | 4 | 3 | 6 | 0 | 13 | 10 | 7.40 | 9.0 | Good | 727.41 | 24.008001 | No | 0.000000 | 161.779358 | Low_spent_Medium_value_payments | 274.588059 | Good | 389 |
42 | Mechanic | 14424.970 | 7 | 3 | 11 | 4 | 15 | 13 | 15.59 | 9.0 | Standard | 808.32 | 38.275680 | Yes | 43.792553 | 94.967025 | Low_spent_Small_value_payments | 299.448505 | Poor | 191 |
47 | Accountant | 29814.970 | 4 | 3 | 17 | 1 | 25 | 18 | 1.09 | 4.0 | Standard | 27.63 | 29.816606 | No | 14.345323 | 82.043241 | High_spent_Medium_value_payments | 426.769519 | Good | 399 |
46 | Lawyer | 112423.800 | 1 | 3 | 4 | 3 | 5 | 0 | 6.04 | 0.0 | Good | 655.91 | 27.636790 | No | 158.475366 | 554.503065 | High_spent_Small_value_payments | 495.586569 | Standard | 323 |
25 | Accountant | 104177.610 | 3 | 6 | 1 | 2 | 8 | 1 | 4.22 | 3.0 | Good | 581.83 | 25.499719 | No | 141.696146 | 264.871195 | High_spent_Medium_value_payments | 710.579409 | Poor | 296 |
41 | Accountant | 14542.230 | 7 | 5 | 16 | 3 | 57 | 15 | 18.08 | 10.0 | Bad | 1482.46 | 36.826904 | NM | 18.265782 | 112.007876 | Low_spent_Small_value_payments | 266.811592 | Poor | 198 |
43 | Journalist | 99618.840 | 2 | 5 | 3 | 4 | 2 | 5 | 10.32 | 1.0 | Good | 128.48 | 26.915998 | No | 177.503585 | 264.216548 | Low_spent_Medium_value_payments | 662.136866 | Good | 336 |
23 | Architect | 33470.660 | 6 | 3 | 7 | 4 | 30 | 2196 | 8.98 | 0.0 | Standard | 1423.22 | 38.020995 | Yes | 99.317198 | 225.681377 | Low_spent_Large_value_payments | 201.223592 | Standard | 233 |
49 | Writer | 37993.120 | 1 | 6 | 1 | 4 | 11 | 3 | 5.57 | 0.0 | Good | 537.81 | 39.015538 | No | 110.331145 | 87.626184 | High_spent_Medium_value_payments | 373.052004 | Standard | 340 |
42 | Doctor | 40290.470 | 5 | 5 | 5 | 4 | 8 | 8 | 3.93 | 7.0 | Good | 337.75 | 34.017535 | No | 74.087584 | 61.543390 | High_spent_Large_value_payments | 466.122943 | Poor | 252 |
28 | Entrepreneur | 48819.340 | 5 | 4 | 14 | 3 | 22 | 0 | 18.28 | 5.0 | Standard | 535.30 | 42.079813 | Yes | 68.306438 | 110.809401 | High_spent_Small_value_payments | 499.011995 | Standard | 95 |
22 | Journalist | 21467.560 | 4 | 5 | 19 | 0 | 19 | 18 | 17.50 | 5.0 | Standard | 730.35 | 38.772808 | Yes | 0.000000 | 142.434066 | Low_spent_Large_value_payments | 319.962267 | Standard | 0 |
37 | Teacher | 15785.040 | 8 | 10 | 18 | 2 | 32 | 15 | 4.44 | 7.0 | Bad | 1466.43 | 30.814151 | NM | 17.379240 | 119.921417 | Low_spent_Small_value_payments | 289.641343 | Poor | 88 |
20 | Teacher | 42321.500 | 4 | 4 | 9 | 0 | 6 | 0 | 8.43 | 6.0 | Good | 688.61 | 24.600118 | No | 0.000000 | 156.772855 | High_spent_Small_value_payments | 437.806312 | Good | 0 |
28 | Teacher | 137625.040 | 4 | 4 | 6 | 0 | 14 | 12 | 10.24 | 7.0 | Good | 670.43 | 28.184202 | NM | 0.000000 | 958.735508 | Low_spent_Medium_value_payments | 494.439825 | Good | 247 |
48 | Manager | 41898.870 | 5 | 4 | 12 | 0 | 3 | 9 | 1.35 | 2.0 | Good | 927.63 | 25.457330 | NM | 0.000000 | 57.492306 | High_spent_Large_value_payments | 549.464944 | Standard | 350 |
30 | Writer | 32506.420 | 7 | 7 | 7 | 0 | 13 | 16 | 1.35 | 3.0 | Standard | 683.60 | 35.275741 | Yes | 0.000000 | 114.166472 | High_spent_Medium_value_payments | 430.720362 | Standard | 230 |
32 | Accountant | 65454.360 | 4 | 5 | 14 | 3 | 8 | 17 | 7.17 | 8.0 | Standard | 449.97 | 26.586616 | Yes | 130.928479 | 596.210515 | Low_spent_Small_value_payments | 102.914006 | Standard | 300 |
48 | Engineer | 58853.460 | 5 | 4 | 8 | 4 | 12 | 18 | 17.91 | 4.0 | Good | 143.61 | 38.801622 | No | 111.759110 | 97.207158 | High_spent_Medium_value_payments | 529.979232 | Good | 226 |
42 | Media_Manager | 40343.420 | 0 | 7 | 5 | 3 | 7 | 11 | 4.63 | 3.0 | Good | 747.34 | 39.007005 | No | 54.473444 | 87.078408 | High_spent_Large_value_payments | 447.043316 | Standard | 182 |
25 | Mechanic | 58048.820 | 3 | 3 | 1 | 2 | 13 | 5 | 7.15 | 3.0 | Good | 1020.94 | 40.370882 | No | 93.477804 | 115.050592 | High_spent_Medium_value_payments | 519.511771 | Good | 310 |
14 | Manager | 23646.080 | 4 | 3 | 14 | 6 | 11 | 13 | 12.51 | 4.0 | Standard | 1388.59 | 37.468197 | NM | 108.835292 | 26.116457 | High_spent_Large_value_payments | 280.298918 | Standard | 162 |
25 | Accountant | 99980.360 | 7 | 4 | 6 | 1 | 19 | 10 | 7.75 | 5.0 | Standard | 637.00 | 26.796952 | No | 62.132557 | 309.893447 | High_spent_Medium_value_payments | 681.243663 | Standard | 208 |
55 | Accountant | 39161.200 | 2 | 4 | 5 | 2 | 11 | 4 | 0.56 | 5.0 | Good | 1344.45 | 32.483929 | No | 42.112824 | 238.170831 | Low_spent_Large_value_payments | 298.559679 | Poor | 253 |
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