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Income Taxes - Provision for Income Taxes (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Feb. 29, 2020
Feb. 28, 2019
Feb. 29, 2020
Feb. 28, 2019
Income Tax Disclosure [Abstract]        
Income before income taxes $ 103,109 $ 104,349 $ 211,850 $ 200,292
Provision for income taxes $ 14,423 $ 19,647 $ 29,207 $ 31,294
Effective tax rate 14.00% 18.80% 13.80% 15.60%