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ID | Описание | Дата |
---|---|---|
bda38b46-8203-4bf6-91b9-97649d1f6184 | transition next-generation experiences | 2001-11-22 |
86f9be13-8ac7-45f4-8088-910039aee5bd | optimize rich e-markets | 2018-02-19 |
9ef92c72-88ce-467c-bae9-91ea8648791f | brand killer portals | 1998-12-05 |
6321ac88-1eed-4f87-972e-1b7016f48005 | benchmark killer methodologies | 2019-09-04 |
3f760dc6-0683-4b89-9829-a9828aa5de56 | revolutionize vertical partnerships | 1999-05-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Mechanic | 63197.260 | 6 | 3 | 13 | 3 | 15 | 15 | 13.43 | 12.0 | Standard | 1435.94 | 34.165007 | Yes | 148.474543 | 0.000000 | High_spent_Medium_value_payments | 505.843026 | Standard | 288 |
34 | Manager | 87932.960 | 4 | 3 | 4 | 2 | 13 | 11 | 10.70 | 1.0 | Good | 649.70 | 40.741621 | No | 117.415282 | 410.718863 | Low_spent_Medium_value_payments | 472.540522 | Good | 257 |
26 | Lawyer | 92428.830 | 5 | 6 | 17 | 0 | 11 | 17 | 11.16 | 5.0 | Standard | 1396.62 | 35.317310 | Yes | 0.000000 | 776.098582 | Low_spent_Medium_value_payments | 283.841668 | Standard | 314 |
21 | Engineer | 15652.990 | 1 | 5 | 5 | 1 | 13 | 5 | 5.86 | 2.0 | Good | 37.63 | 30.180482 | NM | 10.822469 | 91.868342 | Low_spent_Medium_value_payments | 309.150773 | Good | 360 |
41 | Accountant | 21384.940 | 4 | 4 | 15 | 2 | 27 | 13 | 16.37 | 5.0 | Standard | 691.53 | 40.104772 | Yes | 22.095625 | 77.974891 | Low_spent_Large_value_payments | 334.537317 | Standard | 323 |
19 | Architect | 31916.170 | 4 | 3 | 20 | 4 | 13 | 19 | 2.73 | 0.0 | Standard | 90.18 | 33.861440 | NM | 97.662755 | 0.000000 | High_spent_Small_value_payments | 259.296380 | Standard | 203 |
52 | Entrepreneur | 147517.360 | 3 | 5 | 16 | 1 | 11 | 22 | 11.79 | 4.0 | Standard | 325.89 | 30.315729 | NM | 71.339076 | 1026.951477 | Low_spent_Medium_value_payments | 433.020781 | Standard | 383 |
33 | Scientist | 68090.850 | 7 | 4 | 20 | 1 | 0 | 13 | 2.43 | 4.0 | Standard | 791.78 | 25.113968 | No | 31.245931 | 0.000000 | High_spent_Medium_value_payments | 568.603840 | Standard | 270 |
35 | Developer | 89417.160 | 7 | 4 | 19 | 0 | 22 | 12 | 14.97 | 4.0 | Standard | 330.68 | 29.330961 | Yes | 0.000000 | 202.310889 | High_spent_Medium_value_payments | 764.732111 | Standard | 309 |
34 | Media_Manager | 167883.840 | 5 | 6 | 3 | 1 | 5 | 6 | 4.72 | 1.0 | Good | 948.18 | 33.827150 | No | 86.951681 | 107.866500 | High_spent_Large_value_payments | 1444.213819 | Standard | 362 |
44 | Entrepreneur | 41015.310 | 3 | 2 | 1 | 2 | 6 | 6 | 11.32 | 2.0 | Good | 1432.22 | 28.886309 | No | 41.535468 | 429.868054 | Low_spent_Small_value_payments | 177.190728 | Good | 283 |
43 | Lawyer | 92200.680 | 2 | 6 | 1 | 1 | 21 | 4 | 4.67 | 3.0 | Good | 936.63 | 38.912851 | No | 52.433667 | 0.000000 | High_spent_Large_value_payments | 818.109597 | Poor | 332 |
41 | Writer | 105950.760 | 6 | 5 | 12 | 1 | 21 | 17 | 10.18 | 8.0 | Standard | 746.19 | 43.418820 | No | 46.544721 | 179.596545 | High_spent_Large_value_payments | 904.381734 | Standard | 362 |
53 | Scientist | 94187.250 | 4 | 5 | 4 | 1 | 4 | 15 | 6.99 | 0.0 | Good | 1154.51 | 36.242941 | No | 41.727583 | 185.186761 | High_spent_Medium_value_payments | 792.779406 | Good | 242 |
45 | Developer | 21426.070 | 5 | 7 | 16 | 7 | 29 | 16 | 8.79 | 7.0 | Standard | 1024.27 | 23.589854 | Yes | 117.266787 | 23.551027 | High_spent_Large_value_payments | 250.332770 | Standard | 182 |
34 | Lawyer | 17260.570 | 3 | 3 | 18 | 7 | 13 | 13 | 12.36 | 11.0 | Standard | 1496.49 | 24.952016 | Yes | 87.871475 | 161.582458 | Low_spent_Small_value_payments | 175.284150 | Standard | 202 |
18 | Architect | 114614.880 | 6 | 6 | 9 | 3 | 8 | 12 | 13.06 | 1.0 | Standard | 1379.67 | 43.120121 | Yes | 180.910723 | 210.351501 | High_spent_Large_value_payments | 785.661776 | Poor | 331 |
42 | Media_Manager | 11603.810 | 6 | 7 | 12 | 2 | 20 | 15 | 7.40 | 4.0 | Good | 10.55 | 33.674600 | No | 15.042669 | 83.711513 | Low_spent_Small_value_payments | 281.344235 | Good | 239 |
32 | Doctor | 89154.270 | 3 | 4 | 17 | 2 | 9 | 0 | 18.58 | 10.0 | Standard | 102.66 | 35.183801 | Yes | 146.096737 | 0.000000 | High_spent_Medium_value_payments | 673.426796 | Standard | 270 |
45 | Entrepreneur | 15685.095 | 3 | 7 | 7 | 0 | 14 | 18 | 3.93 | 4.0 | Standard | 350.98 | 28.390551 | No | 0.000000 | 50.682550 | Low_spent_Medium_value_payments | 362.126575 | Standard | 396 |
35 | Journalist | 19975.130 | 8 | 6 | 18 | 4 | 7 | 15 | 5.09 | 4.0 | Standard | 643.23 | 31.280849 | No | 36.278770 | 116.866126 | Low_spent_Small_value_payments | 283.514520 | Poor | 198 |
22 | Teacher | 23939.930 | 6 | 3 | 6 | 1 | 30 | 13 | 6.39 | 2.0 | Standard | 457.78 | 35.963653 | No | 13.786700 | 0.000000 | Low_spent_Medium_value_payments | 266.484126 | Standard | 0 |
52 | Journalist | 47165.440 | 8 | 4 | 7 | 0 | 29 | 16 | 7.76 | 2.0 | Standard | 248.98 | 31.315961 | No | 0.000000 | 52.846097 | High_spent_Medium_value_payments | 575.399236 | Standard | 327 |
48 | Accountant | 136179.040 | 7 | 6 | 16 | 1 | 23 | 16 | 4.28 | 4.0 | Standard | 556.85 | 36.696335 | No | 69.411538 | 172.242378 | High_spent_Large_value_payments | 1130.771417 | Standard | 313 |
43 | Writer | 21719.560 | 6 | 6 | 9 | 1 | 12 | 15 | 15.96 | 9.0 | Standard | 717.44 | 31.334796 | Yes | 9.247225 | 63.670357 | Low_spent_Small_value_payments | 403.978751 | Standard | 345 |
34 | Teacher | 21803.940 | 5 | 6 | 20 | 4 | 34 | 15 | 4.21 | 3.0 | Standard | 29.16 | 33.799756 | No | 41.619539 | 0.000000 | High_spent_Small_value_payments | 296.985385 | Standard | 374 |
30 | Teacher | 14239.410 | 5 | 3 | 7 | 2 | 16 | 13 | 17.01 | 10.0 | Standard | 55.46 | 32.587064 | Yes | 18.467494 | 144.062302 | Low_spent_Small_value_payments | 253.031953 | Standard | 160 |
49 | Mechanic | 61085.500 | 8 | 5 | 8 | 3 | 9 | 12 | 11.95 | 4.0 | Good | 293.01 | 35.427371 | No | 98.807926 | 186.643909 | High_spent_Medium_value_payments | 448.793998 | Good | 284 |
22 | Mechanic | 87692.850 | 4 | 6 | 10 | 4 | 20 | 5 | 6.21 | 0.0 | Good | 1352.22 | 32.856577 | NM | 188.410929 | 896.448046 | Low_spent_Small_value_payments | 0.000000 | Poor | 287 |
18 | Engineer | 13190.345 | 3 | 4 | 5 | 1 | 21 | 20 | 3.40 | 2.0 | Standard | 578.60 | 23.482334 | NM | 9.896018 | 59.847459 | Low_spent_Medium_value_payments | 323.376065 | Poor | 347 |
33 | Lawyer | 38011.720 | 6 | 5 | 8 | 4 | 29 | 14 | 19.04 | 7.0 | Standard | 1477.54 | 25.537183 | NM | 95.231285 | 107.294915 | Low_spent_Small_value_payments | 400.238134 | Standard | 79 |
26 | Doctor | 35793.970 | 5 | 6 | 8 | 4 | 7 | 11 | 10.92 | 0.0 | Good | 82.15 | 27.786286 | No | 113.833391 | 50.702491 | High_spent_Large_value_payments | 355.447202 | Standard | 275 |
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