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Property and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
May 31, 2020
May 31, 2019
May 31, 2018
Property, Plant and Equipment [Line Items]      
Property and equipment, gross $ 3,313,860 $ 3,192,364  
Accumulated depreciation (1,910,795) (1,761,679)  
Property, plant and equipment, net 1,403,065 1,430,685  
Depreciation 235,905 223,631 $ 215,476
Land      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 188,720 189,828  
Buildings and improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 682,768 684,699  
Equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 2,347,636 2,207,481  
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 40,188 43,227  
Construction in progress      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 54,548 67,129  
Internal use software      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 273,000 259,500  
Accumulated depreciation $ (131,700) (110,200)  
Property and equipment, useful lives 10 years    
Depreciation $ 21,500 $ 21,600 $ 22,800