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ID | Описание | Дата |
---|---|---|
33b0d98f-91b1-4efe-8a3c-7a8c8fcbb9aa | transform compelling channels | 1975-09-28 |
cdd728ca-da7c-4239-8101-02047a7e7855 | transition scalable bandwidth | 1970-09-19 |
e00554e4-7c78-4f43-ac78-b9f6a72ef301 | expedite open-source users | 1986-06-21 |
72661461-92b4-475c-901f-a5e28101b732 | optimize seamless mindshare | 1972-05-30 |
db9a61ef-0e90-4e4c-9ea1-db41bf8900e1 | synthesize user-centric deliverables | 1975-08-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Entrepreneur | 54392.160 | 6 | 4 | 14 | 3 | 10 | 10 | 4.54 | 3.0 | Standard | 179.22 | 29.408775 | Yes | 124.392082 | 142.751864 | High_spent_Medium_value_payments | 459.524053 | Standard | 323 |
22 | Doctor | 88133.160 | 2 | 4 | 6 | 0 | 14 | 5 | 9.50 | 0.0 | Good | 1073.99 | 36.060946 | No | 0.000000 | 132.428900 | High_spent_Large_value_payments | 822.314100 | Good | 311 |
21 | Engineer | 42888.450 | 5 | 2 | 12 | 1 | 9 | 0 | 8.44 | 4.0 | Good | 131.52 | 36.444017 | No | 26.725997 | 475.942954 | Low_spent_Small_value_payments | 152.734799 | Good | 400 |
54 | Journalist | 32985.870 | 2 | 5 | 2 | 0 | 12 | 10 | 6.17 | 8.0 | Good | 1048.34 | 38.375823 | No | 0.000000 | 152.093222 | Low_spent_Large_value_payments | 410.789028 | Good | 399 |
22 | Writer | 101926.950 | 4 | 4 | 9 | 1 | 13 | 7 | 10.26 | 2.0 | Standard | 1058.00 | 31.206099 | No | 70.587681 | 971.925773 | Low_spent_Small_value_payments | 111.077797 | Standard | 0 |
27 | Musician | 32763.680 | 7 | 7 | 5 | 4 | 16 | 14 | 16.30 | 8.0 | Standard | 574.82 | 36.403856 | Yes | 99.190114 | 128.656473 | High_spent_Small_value_payments | 293.784080 | Good | 225 |
48 | Accountant | 16609.095 | 2 | 3 | 4 | 3 | 12 | 4 | 8.81 | 0.0 | Good | 864.00 | 39.944411 | No | 22.411006 | 178.564836 | Low_spent_Small_value_payments | 237.833283 | Standard | 278 |
40 | Doctor | 60575.700 | 4 | 7 | 15 | 3 | 16 | 18 | 0.00 | 4.0 | Standard | 832.55 | 37.610731 | No | 135.037723 | 0.000000 | Low_spent_Small_value_payments | 92.002043 | Standard | 363 |
35 | Journalist | 21687.460 | 1 | 1 | 12 | 4 | 1 | 5 | 6.39 | 2.0 | Good | 1370.17 | 26.869078 | No | 56.529937 | 208.630071 | Low_spent_Small_value_payments | 225.168825 | Good | 255 |
53 | Teacher | 37921.220 | 0 | 7 | 4 | 3 | 11 | 0 | 6.92 | 1.0 | Good | 1077.93 | 28.509972 | No | 56.658479 | 0.000000 | Low_spent_Small_value_payments | 222.389120 | Standard | 366 |
29 | Accountant | 14710.215 | 2 | 5 | 9 | 2 | 10 | 2 | 2.33 | 4.0 | Good | 1373.93 | 35.864300 | NM | 16.468402 | 98.438251 | Low_spent_Small_value_payments | 323.178472 | Standard | 203 |
47 | Lawyer | 112423.800 | 1 | 3 | 4 | 3 | 5 | 9 | 6.04 | 0.0 | Good | 655.91 | 42.937159 | No | 158.475366 | 278.813871 | High_spent_Small_value_payments | 771.275763 | Standard | 325 |
25 | Accountant | 104177.610 | 3 | 6 | 1 | 2 | 6 | 1 | 4.22 | 3.0 | Good | 581.83 | 42.435588 | No | 141.696146 | 112.059245 | High_spent_Medium_value_payments | 863.391360 | Poor | 300 |
25 | Manager | 30470.590 | 3 | 5 | 12 | 4 | 5 | 0 | 11.82 | 2.0 | Good | 554.31 | 25.127050 | NM | 82.255972 | 100.986947 | Low_spent_Large_value_payments | 338.578665 | Good | 0 |
43 | Journalist | 99618.840 | 2 | 5 | 3 | 4 | 1 | 5 | 10.32 | 1.0 | Good | 128.48 | 29.270529 | No | 177.503585 | 956.727490 | Low_spent_Small_value_payments | 0.000000 | Good | 339 |
23 | Architect | 33470.660 | 6 | 3 | 7 | 4 | 30 | 12 | 8.98 | 0.0 | Standard | 1423.22 | 39.223450 | Yes | 99.317198 | 172.013355 | Low_spent_Small_value_payments | 274.891615 | Standard | 237 |
50 | Writer | 37993.120 | 1 | 6 | 1 | 4 | 11 | 3 | 0.00 | 2.0 | Good | 537.81 | 34.681408 | No | 110.331145 | 119.267230 | High_spent_Medium_value_payments | 341.410958 | Good | 0 |
42 | Doctor | 40290.470 | 5 | 5 | 5 | 4 | 11 | 9 | 3.93 | 7.0 | Good | 337.75 | 34.130376 | No | 74.087584 | 49.947572 | High_spent_Large_value_payments | 477.718761 | Poor | 0 |
45 | Writer | 80574.120 | 0 | 3 | 4 | 1 | 10 | 6 | 2.00 | 1.0 | Good | 1142.39 | 42.088490 | No | 56.995653 | 425.794375 | Low_spent_Medium_value_payments | 467.960971 | Standard | 356 |
53 | Teacher | 16792.325 | 1 | 4 | 5 | 3 | 6 | 0 | 3.33 | 5.0 | Good | 161.57 | 38.401183 | No | 29.147962 | 39.716825 | High_spent_Medium_value_payments | 310.371254 | Good | 339 |
38 | Teacher | 15785.040 | 8 | 10 | 18 | 2 | 36 | 15 | 4.44 | 12.0 | Bad | 1466.43 | 23.802298 | Yes | 17.379240 | 67.485537 | Low_spent_Medium_value_payments | 332.077223 | Poor | 94 |
21 | Architect | 58184.670 | 6 | 5 | 9 | 3 | 27 | 0 | 7.36 | 3.0 | Standard | 309.14 | 39.134388 | NM | 132.058539 | 187.915921 | High_spent_Medium_value_payments | 406.797791 | Standard | 283 |
28 | Teacher | 137625.040 | 4 | 4 | 6 | 0 | 14 | 14 | 10.24 | 7.0 | Good | 670.43 | 40.423950 | No | 0.000000 | 429.669385 | Low_spent_Large_value_payments | 1013.505949 | Good | 250 |
48 | Manager | 41898.870 | 5 | 4 | 12 | 0 | 3 | 8 | 1.35 | 5.0 | Good | 927.63 | 38.559152 | No | 0.000000 | 151.773731 | High_spent_Small_value_payments | 475.183519 | Standard | 0 |
30 | Writer | 32506.420 | 7 | 7 | 7 | 0 | 14 | 16 | 1.35 | 3.0 | Standard | 683.60 | 32.854333 | Yes | 0.000000 | 118.161687 | High_spent_Medium_value_payments | 426.725146 | Standard | 232 |
45 | Mechanic | 87966.960 | 5 | 2 | 15 | 1 | 11 | 20 | 10.24 | 1.0 | Standard | 166.72 | 42.139545 | Yes | 64.350195 | 321.709633 | Low_spent_Medium_value_payments | 650.398171 | Standard | 232 |
20 | Engineer | 55473.220 | 5 | 6 | 7 | 4 | 26 | 22 | 1.51 | 4.0 | Good | 160.87 | 31.405756 | No | 180.343408 | 32.767954 | High_spent_Large_value_payments | 486.765471 | Good | 263 |
42 | Media_Manager | 40343.420 | 0 | 7 | 5 | 3 | 7 | 11 | 4.63 | 4.0 | Good | 747.34 | 36.464468 | No | 54.473444 | 213.573777 | Low_spent_Large_value_payments | 350.547946 | Good | 185 |
25 | Mechanic | 58048.820 | 3 | 3 | 1 | 2 | 13 | 5 | 0.15 | 3.0 | Good | 1020.94 | 31.348009 | No | 93.477804 | 194.430296 | High_spent_Medium_value_payments | 440.132066 | Standard | 0 |
21 | Scientist | 108073.680 | 3 | 3 | 9 | 0 | 29 | 14 | 9.16 | 7.0 | Standard | 1323.25 | 35.261689 | Yes | 0.000000 | 188.847200 | High_spent_Medium_value_payments | 934.966800 | Standard | 233 |
25 | Accountant | 99980.360 | 7 | 4 | 6 | 1 | 19 | 8 | 7.75 | 5.0 | Standard | 637.00 | 32.404082 | No | 62.132557 | 341.500006 | High_spent_Medium_value_payments | 649.637104 | Good | 0 |
55 | Accountant | 39161.200 | 2 | 4 | 5 | 2 | 11 | 4 | 1.56 | 5.0 | Good | 1344.45 | 28.852804 | No | 42.112824 | 186.158743 | Low_spent_Large_value_payments | 350.571767 | Poor | 256 |
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