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ID | Описание | Дата |
---|---|---|
dd24274e-92a9-42d5-a33f-bd97718bd146 | transition user-centric communities | 2007-07-11 |
574d14a7-5174-4c8a-a138-6d3a36236fb7 | architect viral solutions | 2024-06-20 |
ed877747-5993-4508-9aff-cf14ad523da7 | integrate best-of-breed e-commerce | 1982-03-04 |
0e129093-1971-4421-a22f-15ba71dfc5fd | utilize innovative e-business | 1989-12-14 |
4512ebc5-fa99-44c3-91d7-6221b1788d55 | reinvent sticky e-commerce | 2018-07-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Accountant | 18969.190 | 1 | 7 | 8 | 0 | 13 | 9 | 3.36 | 4.0 | Good | 54.82 | 25.364797 | No | 0.000000 | 73.940199 | High_spent_Small_value_payments | 371.036385 | Poor | 284 |
35 | Entrepreneur | 72588.990 | 7 | 4 | 19 | 2 | 24 | 8 | 11.87 | 6.0 | Standard | 1031.21 | 40.255147 | No | 72.928311 | 42.321092 | High_spent_Large_value_payments | 748.958847 | Good | 264 |
46 | Architect | 22032.740 | 7 | 6 | 18 | 3 | 20 | 17 | 12.65 | 3.0 | Standard | 355.40 | 29.138262 | Yes | 45.836567 | 91.499108 | Low_spent_Large_value_payments | 340.570492 | Standard | 243 |
51 | Mechanic | 29789.870 | 2 | 3 | 4 | 0 | 11 | 10 | 5.12 | 0.0 | Good | 777.23 | 23.891860 | No | 0.000000 | 187.446744 | Low_spent_Medium_value_payments | 321.302172 | Standard | 291 |
24 | Manager | 27372.590 | 8 | 7 | 11 | 0 | 14 | 0 | 13.06 | 1.0 | Standard | 1131.86 | 32.631615 | Yes | 0.000000 | 247.080856 | Low_spent_Small_value_payments | 299.324060 | Standard | 260 |
36 | Scientist | 18214.240 | 5 | 7 | 20 | 3 | 22 | 16 | 4.91 | 1.0 | Standard | 1079.55 | 29.142382 | No | 23.672978 | 49.188199 | High_spent_Medium_value_payments | 336.624156 | Standard | 370 |
54 | Scientist | 121107.900 | 0 | 7 | 5 | 0 | 18 | 0 | 9.41 | 3.0 | Good | 1490.72 | 30.424106 | NM | 0.000000 | 253.059175 | High_spent_Medium_value_payments | 994.973325 | Poor | 196 |
35 | Lawyer | 15967.505 | 3 | 5 | 7 | 2 | 3 | 1 | 10.99 | 2.0 | Good | 447.66 | 40.399025 | No | 16.526136 | 35.431071 | High_spent_Small_value_payments | 355.505334 | Good | 377 |
46 | Scientist | 21229.730 | 5 | 4 | 10 | 2 | 10 | 1 | 10.78 | 3.0 | Good | 659.72 | 28.462494 | NM | 28.880930 | 83.393162 | Low_spent_Small_value_payments | 348.640325 | Standard | 313 |
43 | Journalist | 61503.660 | 7 | 4 | 11 | 4 | 5 | 19 | 11.89 | 2.0 | Good | 1150.36 | 26.872899 | NM | 179.643342 | 72.800563 | High_spent_Large_value_payments | 484.786595 | Good | 401 |
28 | Entrepreneur | 18413.795 | 5 | 7 | 15 | 0 | 12 | 11 | 7.36 | 0.0 | Standard | 99.41 | 36.602201 | Yes | 0.000000 | 109.771783 | Low_spent_Small_value_payments | 332.676509 | Standard | 0 |
48 | Doctor | 80953.200 | 6 | 3 | 8 | 2 | 16 | 9 | 7.14 | 4.0 | Standard | 597.32 | 27.445351 | Yes | 111.728796 | 159.254275 | High_spent_Medium_value_payments | 651.226929 | Standard | 271 |
38 | Teacher | 18025.170 | 4 | 3 | 12 | 3 | 12 | 2 | 10.28 | 3.0 | Good | 681.54 | 33.270036 | No | 26.154642 | 119.405008 | Low_spent_Small_value_payments | 304.350100 | Poor | 189 |
21 | Teacher | 28699.480 | 4 | 7 | 19 | 2 | 6 | 17 | 17.86 | 8.0 | Standard | 813.45 | 27.305115 | NM | 37.192787 | 57.531604 | High_spent_Medium_value_payments | 398.737943 | Standard | 92 |
22 | Mechanic | 10503.925 | 3 | 7 | 19 | 4 | 27 | 13 | 5.98 | 0.0 | Standard | 431.78 | 28.146107 | NM | 17.608192 | 70.462844 | Low_spent_Small_value_payments | 300.561672 | Standard | 261 |
24 | Musician | 152947.120 | 1 | 3 | 2 | 1 | 11 | 0 | 1.76 | 3.0 | Good | 1227.12 | 38.932821 | NM | 75.194830 | 889.007490 | Low_spent_Medium_value_payments | 593.057014 | Good | 395 |
44 | Developer | 111755.600 | 3 | 7 | 14 | 2 | 17 | 9 | 13.79 | 0.0 | Standard | 407.80 | 32.357562 | Yes | 126.704240 | 140.917713 | High_spent_Large_value_payments | 921.274713 | Standard | 0 |
35 | Doctor | 47984.190 | 8 | 6 | 26 | 5 | 39 | 15 | 1.27 | 12.0 | Bad | 1476.27 | 27.005105 | Yes | 195.255392 | 171.502436 | High_spent_Small_value_payments | 265.110422 | Standard | 164 |
34 | Entrepreneur | 94559.730 | 3 | 6 | 11 | 4 | 8 | 10 | 3.83 | 3.0 | Good | 52.50 | 26.435503 | No | 183.735681 | 192.192964 | High_spent_Small_value_payments | 655.369106 | Good | 338 |
50 | Scientist | 116156.100 | 5 | 5 | 5 | 2 | 10 | 9 | 1.13 | 3.0 | Good | 1210.76 | 30.477628 | No | 193.194402 | 255.218118 | Low_spent_Large_value_payments | 766.454980 | Good | 251 |
54 | Entrepreneur | 25990.160 | 4 | 6 | 14 | 1 | 25 | 8 | 3.59 | 1.0 | Standard | 460.78 | 27.538990 | No | 16.954010 | 63.558660 | High_spent_Small_value_payments | 398.871997 | Standard | 292 |
43 | Architect | 22803.840 | 7 | 4 | 18 | 3 | 18 | 8 | 7.47 | 8.0 | Standard | 535.11 | 27.596022 | Yes | 43.664080 | 0.000000 | High_spent_Medium_value_payments | 347.347642 | Standard | 186 |
41 | Architect | 30617.620 | 5 | 3 | 8 | 3 | 15 | 9 | 7.90 | 5.0 | Good | 938.60 | 33.421262 | No | 74.011317 | 154.667290 | Low_spent_Small_value_payments | 314.668226 | Poor | 384 |
22 | Musician | 80678.550 | 5 | 5 | 8 | 2 | 5 | 13 | 7.01 | 3.0 | Standard | 345.47 | 35.886630 | Yes | 105.449467 | 677.043294 | Low_spent_Small_value_payments | 209.228490 | Standard | 351 |
33 | Developer | 80182.280 | 4 | 4 | 9 | 1 | 7 | 8 | 3.90 | 4.0 | Standard | 645.51 | 41.855321 | No | 36.038955 | 171.175576 | High_spent_Medium_value_payments | 711.271136 | Standard | 387 |
48 | Accountant | 35341.990 | 5 | 7 | 8 | 1 | 25 | 16 | 10.36 | 5.0 | Good | 1411.87 | 27.969317 | NM | 18.160494 | 166.301338 | High_spent_Small_value_payments | 369.054752 | Good | 358 |
27 | Teacher | 18202.790 | 4 | 4 | 5 | 1 | 6 | 11 | 9.70 | 3.0 | Standard | 911.09 | 34.539156 | NM | 11.846005 | 114.967063 | Low_spent_Large_value_payments | 282.276849 | Standard | 203 |
46 | Accountant | 63433.700 | 1 | 4 | 5 | 2 | 0 | 10 | 5.82 | 1.0 | Good | 347.01 | 35.467842 | No | 61.351937 | 0.000000 | High_spent_Medium_value_payments | 548.363016 | Standard | 194 |
55 | Teacher | 10394.805 | 7 | 4 | 8 | 1 | 25 | 0 | 1.82 | 3.0 | Good | 139.11 | 36.261821 | No | 5.249273 | 55.860127 | High_spent_Small_value_payments | 302.713975 | Good | 236 |
29 | Manager | 20455.050 | 7 | 8 | 29 | 9 | 26 | 18 | 1.14 | 11.0 | Bad | 1416.41 | 25.539708 | Yes | 92.917256 | 69.584388 | Low_spent_Large_value_payments | 303.457106 | Poor | 97 |
44 | Entrepreneur | 36592.920 | 8 | 7 | 9 | 2 | 30 | 15 | 7.98 | 1.0 | Standard | 1301.92 | 33.608131 | NM | 43.282940 | 154.952459 | Low_spent_Small_value_payments | 382.205601 | Standard | 273 |
34 | Teacher | 31906.070 | 5 | 4 | 13 | 1 | 20 | 14 | 9.38 | 0.0 | Standard | 901.87 | 30.903104 | Yes | 16.185940 | 90.331782 | High_spent_Medium_value_payments | 428.266195 | Standard | 189 |
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