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ID | Описание | Дата |
---|---|---|
47cc9284-75e8-44b0-a987-9f35f22a734f | innovate bleeding-edge architectures | 1986-08-28 |
e8a90bc2-4fcc-421d-aa5a-64b3bbdae935 | enhance mission-critical e-markets | 2012-11-07 |
5a2aef98-6230-4f01-8405-d068fb950dfa | facilitate world-class users | 2011-09-23 |
94a413f7-4928-4b2d-9723-c24cf5e425d3 | streamline B2B mindshare | 2010-12-18 |
32f65801-102e-4bfc-8ce4-705f0bb6046f | disintermediate holistic e-markets | 2017-12-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Lawyer | 12600.445 | 5 | 5 | 10 | 3 | 25 | 16 | 15.79 | 7.0 | Standard | 569.80 | 23.179833 | Yes | 26.060348 | 32.026308 | Low_spent_Small_value_payments | 310.117053 | Standard | 149 |
44 | Doctor | 118644.360 | 1 | 2 | 9 | 1 | 13 | 2 | 8.53 | 3.0 | Good | 1100.42 | 27.692057 | NM | 53.027886 | 996.605322 | Low_spent_Medium_value_payments | 233.669791 | Good | 377 |
41 | Writer | 42776.510 | 4 | 4 | 3 | 0 | 4 | 11 | 1.45 | 2.0 | Good | 152.77 | 37.534998 | No | 0.000000 | 153.390858 | Low_spent_Small_value_payments | 464.480059 | Standard | 258 |
48 | Lawyer | 17577.760 | 3 | 5 | 19 | 2 | 25 | 12 | 9.58 | 0.0 | Standard | 1447.93 | 25.438371 | Yes | 29.295467 | 167.766101 | Low_spent_Small_value_payments | 269.219766 | Standard | 386 |
41 | Musician | 10094.050 | 7 | 7 | 18 | 2 | 7 | 13 | 0.00 | 7.0 | Standard | 695.09 | 28.304650 | Yes | 15.684761 | 34.441450 | High_spent_Small_value_payments | 270.790872 | Standard | 212 |
27 | Doctor | 19903.785 | 1 | 4 | 7 | 0 | 4 | 2 | 4.33 | 1.0 | Good | 1015.40 | 38.036513 | No | 0.000000 | 94.162133 | High_spent_Small_value_payments | 332.902742 | Standard | 0 |
26 | Musician | 33520.040 | 8 | 6 | 13 | 4 | 17 | 10 | 2.58 | 3.0 | Standard | 673.04 | 31.507161 | No | 82.396946 | 204.135385 | Low_spent_Small_value_payments | 264.201336 | Standard | 258 |
52 | Teacher | 17707.460 | 6 | 6 | 5 | 0 | 23 | 16 | 16.37 | 3.0 | Standard | 1425.54 | 40.836732 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 353.099621 | Standard | 319 |
31 | Engineer | 39340.720 | 4 | 2 | 9 | 0 | 0 | 2 | 5.98 | 3.0 | Good | 1482.22 | 36.904802 | No | 0.000000 | 251.489445 | Low_spent_Small_value_payments | 391.949888 | Good | 323 |
49 | Developer | 68721.080 | 5 | 7 | 4 | 1 | 12 | 12 | 8.55 | 7.0 | Good | 130.89 | 25.871944 | No | 47.835726 | 194.698571 | High_spent_Medium_value_payments | 563.541369 | Good | 278 |
29 | Lawyer | 27559.560 | 6 | 7 | 3 | 3 | 7 | 18 | 11.69 | 2.0 | Good | 160.02 | 25.283859 | No | 41.167536 | 16.635031 | High_spent_Large_value_payments | 407.560433 | Standard | 324 |
27 | Writer | 70421.780 | 6 | 6 | 14 | 2 | 15 | 10 | 13.07 | 7.0 | Standard | 191.72 | 37.250770 | NM | 75.017769 | 117.215038 | High_spent_Medium_value_payments | 619.915359 | Good | 173 |
47 | Doctor | 33022.950 | 3 | 5 | 3 | 0 | 9 | 4 | 10.27 | 0.0 | Good | 320.54 | 39.775046 | NM | 0.000000 | 69.267128 | High_spent_Medium_value_payments | 478.324122 | Poor | 231 |
31 | Accountant | 35149.910 | 4 | 6 | 15 | 0 | 18 | 0 | 0.00 | 1.0 | Standard | 476.09 | 22.519190 | Yes | 0.000000 | 207.466610 | Low_spent_Small_value_payments | 352.849307 | Standard | 260 |
22 | Doctor | 13100.020 | 7 | 5 | 6 | 5 | 6 | 20 | 10.64 | 8.0 | Standard | 727.29 | 23.479347 | Yes | 41.177132 | 102.915789 | Low_spent_Small_value_payments | 270.573912 | Standard | 133 |
32 | Scientist | 35589.970 | 4 | 6 | 14 | 4 | 6 | 13 | 19.40 | 8.0 | Standard | 1484.18 | 23.062470 | Yes | 98.232210 | 200.172317 | Low_spent_Small_value_payments | 271.078556 | Standard | 175 |
35 | Manager | 18550.400 | 3 | 4 | 34 | 2 | 22 | 10 | 15.08 | 9.0 | Standard | 1368.63 | 26.256779 | Yes | 28.830800 | 140.925348 | Low_spent_Large_value_payments | 266.330518 | Standard | 0 |
46 | Entrepreneur | 78984.460 | 4 | 2 | 8 | 1 | 7 | 9 | 8.15 | 5.0 | Good | 322.42 | 36.518272 | No | 50.094992 | 543.523344 | Low_spent_Medium_value_payments | 322.385496 | Good | 191 |
52 | Accountant | 56381.600 | 5 | 3 | 1 | 3 | 9 | 5 | 0.81 | 1.0 | Good | 1371.48 | 33.911664 | NM | 119.623008 | 184.403733 | High_spent_Medium_value_payments | 399.519925 | Standard | 361 |
24 | Manager | 31115.760 | 6 | 6 | 12 | 3 | 30 | 12 | 12.12 | 7.0 | Standard | 955.80 | 31.288504 | No | 46.589344 | 198.068994 | Low_spent_Large_value_payments | 277.639662 | Standard | 359 |
27 | Developer | 68474.640 | 7 | 6 | 11 | 3 | 16 | 8 | 14.02 | 7.0 | Standard | 66.03 | 35.134268 | Yes | 127.447159 | 286.713354 | High_spent_Small_value_payments | 388.961488 | Poor | 74 |
22 | Doctor | 15298.940 | 5 | 7 | 5 | 3 | 19 | 18 | 9.43 | 1.0 | Standard | 350.90 | 36.536336 | Yes | 35.323208 | 134.358816 | Low_spent_Small_value_payments | 228.209143 | Standard | 214 |
54 | Journalist | 31467.580 | 0 | 5 | 1 | 2 | 15 | 7 | 3.20 | 4.0 | Good | 680.89 | 28.284758 | No | 167.524165 | 116.043929 | High_spent_Small_value_payments | 372.534482 | Standard | 310 |
32 | Engineer | 54378.510 | 6 | 10 | 15 | 5 | 47 | 26 | 1.61 | 6.0 | Bad | 1482.64 | 24.844875 | Yes | 153.506861 | 218.010848 | High_spent_Small_value_payments | 325.436541 | Standard | 200 |
26 | Media_Manager | 21873.680 | 4 | 1 | 3 | 4 | 7 | 10 | 7.65 | 0.0 | Good | 303.42 | 34.680401 | No | 54.343609 | 109.031483 | Low_spent_Medium_value_payments | 321.805574 | Standard | 205 |
20 | Scientist | 53057.640 | 9 | 10 | 20 | 6 | 24 | 13 | 19.20 | 11.0 | Standard | 1491.01 | 39.895584 | Yes | 150.786014 | 0.000000 | Low_spent_Small_value_payments | 344.765248 | Poor | 187 |
44 | Scientist | 32361.610 | 4 | 3 | 19 | 2 | 15 | 13 | 17.07 | 12.0 | Standard | 1171.75 | 36.696229 | Yes | 34.356933 | 223.115397 | Low_spent_Large_value_payments | 273.007753 | Standard | 177 |
43 | Mechanic | 33990.850 | 5 | 4 | 2 | 0 | 19 | 0 | 7.59 | 0.0 | Good | 1439.40 | 25.891750 | No | 0.000000 | 140.387527 | Low_spent_Medium_value_payments | 396.569556 | Standard | 0 |
51 | Scientist | 37262.120 | 0 | 1 | 3 | 3 | 8 | 2552 | 9.94 | 4.0 | Good | 311.34 | 29.716679 | NM | 89.881332 | 0.000000 | Low_spent_Small_value_payments | 168.456673 | Good | 191 |
40 | Journalist | 9598.380 | 7 | 6 | 20 | 2 | 23 | 8 | 0.00 | 5.0 | Standard | 878.44 | 24.641855 | Yes | 15.402638 | 13.425794 | Low_spent_Large_value_payments | 292.758067 | Standard | 195 |
15 | Entrepreneur | 30305.190 | 8 | 4 | 16 | 6 | 27 | 11 | 12.17 | 7.0 | Standard | 258.04 | 27.937392 | Yes | 119.335644 | 65.044897 | Low_spent_Medium_value_payments | 324.862709 | Standard | 167 |
33 | Architect | 44058.440 | 1 | 4 | 12 | 3 | 13 | 1 | 7.16 | 4.0 | Good | 837.88 | 38.528483 | No | 84.469820 | 148.234826 | Low_spent_Small_value_payments | 411.449020 | Standard | 401 |
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