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Income Taxes - Provision for Income Taxes (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Feb. 28, 2021
Feb. 29, 2020
Feb. 28, 2021
Feb. 29, 2020
Income Tax Disclosure [Abstract]        
Income before income taxes $ 114,666 $ 103,109 $ 234,898 $ 211,850
Provision for income taxes $ 18,023 $ 14,423 $ 37,049 $ 29,207
Effective tax rate 15.70% 14.00% 15.80% 13.80%