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ID | Описание | Дата |
---|---|---|
29df2eab-726f-4be7-91c7-5c40dbc671e4 | redefine sticky systems | 1981-01-09 |
86c43abc-0ba6-4b59-8fbd-10a674a194fb | integrate cutting-edge web services | 1982-12-14 |
44871d4c-7f96-427f-94c6-08b81365231c | syndicate visionary e-business | 1971-11-13 |
5fc9989a-0638-4c04-91d6-951eded3ef6e | envisioneer leading-edge ROI | 1987-09-12 |
f2ab9e7a-f8b5-49fc-af3a-025e3dfd1a17 | e-enable granular relationships | 1999-05-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Writer | 30232.280 | 5 | 3 | 4 | 4 | 0 | 0 | 3.94 | 2.0 | Good | 1483.59 | 35.910894 | NM | 98.469454 | 119.341387 | Low_spent_Large_value_payments | 286.424826 | Standard | 0 |
48 | Architect | 83483.960 | 0 | 4 | 11 | 1 | 14 | 2 | 4.41 | 1.0 | Good | 152.98 | 35.253983 | No | 42.742361 | 101.236473 | High_spent_Medium_value_payments | 801.320833 | Poor | 366 |
49 | Musician | 29365.120 | 5 | 5 | 12 | 1 | 14 | 14 | 7.04 | 4.0 | Good | 463.57 | 33.777877 | No | 21.521584 | 103.210625 | High_spent_Medium_value_payments | 377.677124 | Good | 310 |
30 | Media_Manager | 44120.800 | 2 | 3 | 12 | 3 | 4 | 0 | 2.46 | 2.0 | Good | 15.47 | 34.048239 | No | 87.407291 | 95.861881 | High_spent_Medium_value_payments | 413.604162 | Good | 330 |
35 | Doctor | 87671.600 | 7 | 3 | 12 | 4 | 8 | 14 | 13.14 | 12.0 | Standard | 1375.37 | 24.899115 | Yes | 195.775110 | 474.166954 | Low_spent_Small_value_payments | 340.354603 | Standard | 171 |
37 | Engineer | 16833.355 | 7 | 3 | 5 | 2 | 23 | 13 | 8.98 | 8.0 | Standard | 65.59 | 40.916814 | Yes | 19.785558 | 138.774974 | Low_spent_Small_value_payments | 271.017427 | Standard | 130 |
39 | Manager | 65599.920 | 9 | 7 | 27 | 3 | 36 | 8 | 19.83 | 10.0 | Standard | 1270.15 | 37.669526 | NM | 100.199817 | 492.243652 | Low_spent_Small_value_payments | 265.622531 | Standard | 148 |
48 | Manager | 12593.765 | 3 | 5 | 5 | 1 | 4 | 12 | 11.43 | 2.0 | Standard | 1211.15 | 35.775934 | Yes | 6.786378 | 56.304992 | Low_spent_Large_value_payments | 315.456671 | Standard | 0 |
16 | Journalist | 19135.350 | 5 | 5 | 17 | 2 | 26 | 6 | 18.40 | 8.0 | Standard | 1064.05 | 34.551503 | NM | 26.131331 | 52.796565 | High_spent_Medium_value_payments | 353.033354 | Standard | 290 |
20 | Journalist | 66022.260 | 1 | 4 | 12 | 3 | 3 | 10 | 10.47 | 7.0 | Good | 984.03 | 36.841438 | No | 94.496138 | 392.462021 | Low_spent_Large_value_payments | 321.327342 | Good | 306 |
54 | Lawyer | 21434.275 | 1 | 5 | 3 | 3 | 9 | 7 | 4.54 | 3.0 | Good | 166.49 | 29.885681 | No | 49.599586 | 164.854105 | Low_spent_Large_value_payments | 234.565267 | Good | 189 |
50 | Writer | 88716.280 | 5 | 6 | 6 | 2 | 7 | 15 | 18.75 | 3.0 | Standard | 58.82 | 38.628835 | Yes | 144.169868 | 274.669685 | High_spent_Medium_value_payments | 578.762780 | Standard | 243 |
25 | Engineer | 14839.245 | 3 | 2 | 10 | 2 | 15 | 0 | 8.06 | 6.0 | Good | 1408.61 | 34.245095 | No | 13.418114 | 83.411871 | Low_spent_Small_value_payments | 307.930390 | Good | 359 |
47 | Mechanic | 17098.880 | 7 | 4 | 9 | 4 | 13 | 20 | 7.14 | 5.0 | Standard | 1408.73 | 38.874211 | Yes | 51.670021 | 122.367229 | Low_spent_Small_value_payments | 271.553417 | Standard | 316 |
33 | Accountant | 21366.120 | 4 | 5 | 11 | 4 | 17 | 14 | 5.98 | 4.0 | Standard | 921.38 | 34.798820 | Yes | 65.089732 | 116.708830 | Low_spent_Large_value_payments | 265.152439 | Standard | 351 |
37 | Scientist | 148729.120 | 2 | 5 | 2 | 3 | 4 | 12 | 10.48 | 4.0 | Good | 130.56 | 36.505331 | No | 198.496377 | 625.565058 | Low_spent_Small_value_payments | 721.647898 | Standard | 350 |
55 | Musician | 35234.990 | 3 | 5 | 8 | 2 | 6 | 2 | 9.89 | 4.0 | Good | 1369.84 | 34.155534 | No | 46.847498 | 92.830363 | High_spent_Medium_value_payments | 393.047056 | Good | 185 |
40 | Developer | 30352.110 | 0 | 5 | 7 | 1 | 8 | 3 | 9.11 | 0.0 | Good | 644.57 | 36.351893 | NM | 16.483566 | 54.569799 | High_spent_Large_value_payments | 400.680884 | Standard | 284 |
49 | Doctor | 11526.465 | 5 | 7 | 9 | 4 | 9 | 14 | 4.64 | 4.0 | Good | 146.90 | 33.514287 | No | 32.149249 | 25.112119 | Low_spent_Small_value_payments | 303.192507 | Good | 366 |
23 | Writer | 29570.450 | 0 | 4 | 1 | 4 | 14 | 1 | 5.20 | 0.0 | Good | 194.21 | 30.430076 | No | 62.257546 | 138.138910 | Low_spent_Small_value_payments | 328.523961 | Standard | 306 |
21 | Media_Manager | 18426.025 | 6 | 6 | 14 | 6 | 13 | 19 | 9.67 | 8.0 | Standard | 364.10 | 40.423320 | Yes | 78.428286 | 95.063747 | Low_spent_Small_value_payments | 267.858175 | Standard | 149 |
30 | Musician | 69332.900 | 7 | 4 | 14 | 0 | 5 | 8 | 16.49 | 0.0 | Standard | 622.41 | 30.243112 | NM | 0.000000 | 37.980821 | High_spent_Large_value_payments | 771.593345 | Standard | 292 |
50 | Developer | 29745.080 | 1 | 4 | 3 | 0 | 13 | 11 | 7.69 | 2.0 | Good | 438.28 | 41.252406 | No | 0.000000 | 85.563656 | Low_spent_Large_value_payments | 427.912011 | Standard | 333 |
23 | Journalist | 14821.995 | 7 | 7 | 14 | 3 | 13 | 19 | 6.76 | 0.0 | Standard | 267.04 | 25.620380 | No | 25.619791 | 66.268104 | Low_spent_Medium_value_payments | 294.528731 | Standard | 300 |
35 | Lawyer | 7957.910 | 3 | 3 | 17 | 5 | 23 | 17 | 10.13 | 4.0 | Standard | 818.50 | 22.320792 | Yes | 31.461448 | 29.192721 | High_spent_Small_value_payments | 255.661747 | Standard | 120 |
45 | Architect | 15028.515 | 8 | 7 | 8 | 0 | 24 | 13 | 7.65 | 2.0 | Good | 583.74 | 35.701262 | No | 0.000000 | 10.832962 | High_spent_Large_value_payments | 370.904663 | Good | 0 |
23 | Lawyer | 110603.940 | 5 | 7 | 12 | 1 | 25 | 13 | 5.75 | 1.0 | Standard | 805.01 | 33.574321 | No | 68.791602 | 181.925107 | High_spent_Large_value_payments | 935.682791 | Standard | 239 |
53 | Musician | 74288.460 | 7 | 7 | 7 | 0 | 7 | 16 | 1.31 | 2.0 | Standard | 1378.20 | 34.318265 | Yes | 0.000000 | 182.036635 | Low_spent_Medium_value_payments | 726.433865 | Standard | 370 |
50 | Writer | 15603.415 | 3 | 5 | 7 | 3 | 14 | 2 | 10.10 | 1.0 | Good | 783.82 | 28.402150 | No | 33.838772 | 76.522877 | Low_spent_Small_value_payments | 325.466809 | Standard | 225 |
44 | Architect | 57602.600 | 4 | 5 | 19 | 1 | 20 | 9 | 13.62 | 6.0 | Standard | 933.83 | 35.906725 | NM | 41.708245 | 115.609194 | High_spent_Medium_value_payments | 564.804227 | Standard | 260 |
24 | Entrepreneur | 63439.240 | 5 | 5 | 7 | 3 | 10 | 16 | 16.21 | 5.0 | Standard | 1459.32 | 40.254216 | Yes | 84.595659 | 0.000000 | Low_spent_Medium_value_payments | 324.959655 | Good | 255 |
21 | Architect | 38321.390 | 4 | 4 | 3 | 4 | 11 | 7 | 1.59 | 3.0 | Good | 678.57 | 25.251095 | No | 114.271146 | 79.237928 | High_spent_Large_value_payments | 381.935842 | Poor | 204 |
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