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ID | Описание | Дата |
---|---|---|
35384f6b-468a-4997-93da-8778ffc1e053 | deliver bricks-and-clicks niches | 2013-03-04 |
04a532ce-e6a3-4479-ae9f-dcd75903b090 | brand scalable ROI | 2023-07-24 |
1544c3b4-a179-4cb5-b73d-464a5ffc4f58 | generate leading-edge paradigms | 2022-11-20 |
bda1391e-1afe-4f95-b607-9822f221514c | embrace best-of-breed architectures | 1991-02-03 |
726cb02a-2f13-4ea3-ae4d-31996be2c7ef | harness e-business systems | 2010-03-28 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Media_Manager | 113781.390 | 1 | 4 | 1 | 0 | 14 | 7 | 11.34 | 1.0 | Good | 1030.20 | 37.998760 | No | 0.000000 | 397.241846 | Low_spent_Medium_value_payments | 837.736404 | Poor | 183 |
34 | Media_Manager | 26150.380 | 5 | 7 | 10 | 4 | 15 | 18 | 2.08 | 2.0 | Good | 316.19 | 22.744314 | No | 84.848663 | 140.394636 | Low_spent_Small_value_payments | 283.076534 | Standard | 371 |
46 | Teacher | 68375.370 | 6 | 3 | 17 | 1 | 20 | 13 | 7.56 | 1.0 | Standard | 804.61 | 34.009927 | No | 38.408243 | 153.835396 | High_spent_Medium_value_payments | 649.251110 | Standard | 365 |
28 | Musician | 31170.530 | 1 | 5 | 6 | 2 | 12 | 6 | 7.55 | 0.0 | Good | 462.11 | 36.376787 | No | 35.031643 | 29.616428 | High_spent_Large_value_payments | 460.806347 | Standard | 297 |
36 | Writer | 67412.200 | 6 | 5 | 7 | 2 | 23 | 12 | 19.70 | 9.0 | Standard | 858.85 | 40.267631 | Yes | 106.592934 | 359.228313 | Low_spent_Large_value_payments | 395.347087 | Standard | 344 |
55 | Journalist | 95774.360 | 6 | 3 | 5 | 3 | 10 | 16 | 10.30 | 3.0 | Standard | 704.92 | 38.101985 | Yes | 173.323208 | 0.000000 | Low_spent_Large_value_payments | 545.060635 | Standard | 367 |
38 | Writer | 14688.400 | 7 | 6 | 8 | 3 | 27 | 15 | 14.68 | 5.0 | Standard | 936.02 | 23.634675 | Yes | 24.354198 | 49.287453 | High_spent_Small_value_payments | 291.961683 | Good | 138 |
28 | Architect | 82831.680 | 7 | 3 | 9 | 3 | 7 | 11 | 16.48 | 4.0 | Standard | 34.27 | 33.482894 | Yes | 113.703794 | 157.937633 | High_spent_Medium_value_payments | 691.722573 | Standard | 284 |
32 | Developer | 11533.485 | 4 | 3 | 20 | 7 | 23 | 14 | 18.29 | 5.0 | Standard | 1278.39 | 34.258638 | Yes | 44.618556 | 38.766742 | Low_spent_Medium_value_payments | 275.227077 | Standard | 187 |
49 | Mechanic | 36512.400 | 1 | 3 | 3 | 4 | 7 | 12 | 10.66 | 1.0 | Good | 623.42 | 27.576469 | No | 110.959966 | 0.000000 | Low_spent_Small_value_payments | 373.814635 | Good | 294 |
27 | Scientist | 29376.070 | 4 | 4 | 5 | 3 | 13 | 3 | 15.28 | 4.0 | Good | 1439.60 | 32.928111 | No | 68.117431 | 238.320522 | Low_spent_Small_value_payments | 199.462630 | Good | 382 |
54 | Journalist | 85038.870 | 0 | 2 | 6 | 3 | 6 | 8 | 3.86 | 2.0 | Good | 995.20 | 39.475029 | NM | 154.410248 | 355.556522 | Low_spent_Medium_value_payments | 453.690481 | Good | 273 |
46 | Architect | 32570.850 | 6 | 7 | 16 | 2 | 15 | 18 | 11.32 | 5.0 | Standard | 630.27 | 36.542065 | Yes | 50.166015 | 172.910906 | Low_spent_Large_value_payments | 340.546829 | Good | 194 |
29 | Developer | 34378.870 | 6 | 5 | 6 | 0 | 5 | 19 | 8.70 | 6.0 | Standard | 1020.66 | 29.651881 | Yes | 0.000000 | 133.813397 | Low_spent_Large_value_payments | 437.677187 | Standard | 0 |
43 | Manager | 122307.960 | 1 | 5 | 6 | 0 | 4 | 7 | 2.31 | 4.0 | Good | 630.24 | 39.558318 | No | 0.000000 | 802.609067 | Low_spent_Medium_value_payments | 500.423933 | Good | 321 |
38 | Doctor | 65671.980 | 1 | 4 | 2 | 1 | 15 | 0 | 5.01 | 3.0 | Good | 1463.48 | 27.051091 | No | 30.131349 | 90.330794 | High_spent_Medium_value_payments | 648.704357 | Standard | 260 |
36 | Architect | 116680.840 | 5 | 5 | 8 | 3 | 8 | 9 | 11.63 | 9.0 | Standard | 341.88 | 40.948193 | Yes | 178.358144 | 0.000000 | High_spent_Medium_value_payments | 850.003527 | Good | 288 |
23 | Architect | 66519.630 | 5 | 3 | 8 | 2 | 21 | 11 | 1.12 | 2.0 | Standard | 64.27 | 35.452415 | NM | 99.193631 | 182.739728 | High_spent_Medium_value_payments | 543.996892 | Standard | 210 |
52 | Writer | 143552.000 | 4 | 4 | 8 | 1 | 4 | 3 | 10.38 | 1.0 | Good | 506.05 | 33.549306 | No | 79.661926 | 777.082638 | High_spent_Small_value_payments | 598.922102 | Good | 401 |
42 | Musician | 41975.000 | 2 | 7 | 5 | 0 | 8 | 1 | 5.74 | 0.0 | Good | 72.24 | 33.615645 | No | 0.000000 | 86.871679 | High_spent_Large_value_payments | 529.319987 | Good | 300 |
50 | Developer | 14957.520 | 7 | 6 | 12 | 1 | 23 | 9 | 4.64 | 4.0 | Standard | 1015.61 | 28.384491 | No | 8.390856 | 162.397304 | Low_spent_Small_value_payments | 257.957839 | Standard | 359 |
17 | Entrepreneur | 30195.470 | 5 | 3 | 14 | 0 | 23 | 15 | 12.04 | 7.0 | Standard | 893.63 | 25.354973 | NM | 145.099934 | 0.000000 | High_spent_Large_value_payments | 482.634305 | Standard | 0 |
44 | Doctor | 78769.320 | 8 | 5 | 20 | 0 | 11 | 20 | 11.66 | 3.0 | Standard | 45.87 | 30.542989 | No | 0.000000 | 478.340712 | Low_spent_Large_value_payments | 419.370288 | Standard | 302 |
28 | Musician | 11372.900 | 6 | 6 | 6 | 0 | 28 | 9 | 13.91 | 4.0 | Standard | 716.67 | 32.658202 | NM | 0.000000 | 114.484253 | Low_spent_Medium_value_payments | 282.989913 | Standard | 0 |
23 | Teacher | 39704.190 | 5 | 4 | 3 | 4 | 3 | 13 | 8.28 | 2.0 | Good | 1421.92 | 30.998343 | No | 124.262431 | 0.000000 | High_spent_Medium_value_payments | 363.790780 | Good | 237 |
35 | Mechanic | 22539.910 | 3 | 5 | 17 | 1 | 18 | 13 | 1.46 | 6.0 | Standard | 1041.79 | 38.730290 | No | 17.426350 | 55.761966 | High_spent_Medium_value_payments | 386.844267 | Standard | 238 |
29 | Media_Manager | 57654.400 | 4 | 6 | 10 | 2 | 12 | 19 | 12.71 | 9.0 | Standard | 573.53 | 25.843694 | Yes | 53.036046 | 97.997111 | High_spent_Medium_value_payments | 558.020176 | Standard | 129 |
33 | Entrepreneur | 86274.990 | 6 | 7 | 12 | 3 | 10 | 12 | 17.33 | 0.0 | Standard | 138.25 | 39.409676 | Yes | 167.084396 | 199.892169 | Low_spent_Medium_value_payments | 605.981685 | Standard | 246 |
27 | Writer | 29394.880 | 6 | 3 | 8 | 0 | 32 | 17 | 7.17 | 7.0 | Standard | 519.81 | 27.142745 | No | 0.000000 | 52.015499 | High_spent_Large_value_payments | 450.641834 | Standard | 235 |
41 | Accountant | 10412.225 | 8 | 7 | 10 | 3 | 15 | 10 | 10.13 | 5.0 | Standard | 4.50 | 25.327887 | Yes | 18.836914 | 57.899338 | Low_spent_Large_value_payments | 269.432290 | Standard | 358 |
33 | Musician | 68654.620 | 4 | 5 | 6 | 1 | 1 | 8 | 6.14 | 3.0 | Good | 1381.16 | 22.970648 | No | 55.228237 | 0.000000 | High_spent_Small_value_payments | 504.495838 | Good | 286 |
24 | Accountant | 74349.180 | 0 | 3 | 2 | 2 | 11 | 2 | 1.64 | 5.0 | Good | 929.91 | 26.522995 | No | 66.417096 | 252.992626 | Low_spent_Large_value_payments | 563.966777 | Good | 344 |
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