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Property and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
May 31, 2021
May 31, 2020
May 31, 2019
Property, Plant and Equipment [Line Items]      
Property and equipment, gross $ 3,373,659 $ 3,313,860  
Accumulated depreciation (2,055,221) (1,910,795)  
Property, plant and equipment, net 1,318,438 1,403,065  
Land      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 190,711 188,720  
Buildings and improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 698,094 682,768  
Equipment      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 2,409,785 2,347,636  
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 38,320 40,188  
Construction in progress      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 36,749 54,548  
Internal use software      
Property, Plant and Equipment [Line Items]      
Property and equipment, gross 283,800 273,000  
Accumulated depreciation $ (154,100) (131,700)  
Property and equipment, useful lives 10 years    
Amortization expense $ 22,300 $ 21,500 $ 21,600