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Income Taxes - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Feb. 28, 2019
May 31, 2019
May 31, 2018
May 31, 2017
Income Tax Disclosure [Abstract]        
Income taxes paid   $ 173,200 $ 175,300 $ 269,600
Unrecognized tax benefits that would impact effective tax rates if recognized   37,300 26,900  
Unrecognized tax benefits, interest and penalties accrued   2,800 1,800  
Tax Act, deferred tax remeasurement, provisional income tax benefit     175,600  
Tax Act, provisional transition income tax expense     9,800  
Measurement period adjustment, deferred tax remeasurement, income tax expense $ 400      
Measurement period adjustment, transition tax, income tax expense $ 200      
Non-U.S. withholding taxes related to certain non-U.S. earnings subject to repatriation   690 $ 4,363 $ 0
Unrecognized tax liability associated with operations permanently reinvested   $ 5,400