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Property and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
May 31, 2019
May 31, 2018
May 31, 2017
Property, Plant and Equipment [Line Items]      
Property and equipment, gross $ 3,192,364 $ 3,046,440  
Less: accumulated depreciation 1,761,679 1,663,710  
Property, plant and equipment, net 1,430,685 1,382,730  
Capitalized interest 700 1,000 $ 2,100
Land      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 189,828 177,281  
Buildings and improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 684,699 644,322  
Equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 2,207,481 2,070,009  
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 43,227 34,891  
Construction in progress      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 67,129 119,937  
Internal use software      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 259,500 253,800  
Less: accumulated depreciation $ 110,200 $ 88,800  
Property and equipment, useful lives 10 years