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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended
Aug. 31, 2019
Aug. 31, 2018
May 31, 2019
Segment Reporting Information      
Revenue $ 1,811,139 $ 1,697,975  
Income (loss) before income taxes 278,987 241,420  
Total assets 7,661,900 7,287,204 $ 7,436,662
Operating Segments | Uniform Rental and Facility Services      
Segment Reporting Information      
Revenue 1,454,527 1,374,938  
Income (loss) before income taxes 269,011 231,534  
Total assets 6,607,453 6,298,849  
Operating Segments | First Aid and Safety Services      
Segment Reporting Information      
Revenue 172,090 153,417  
Income (loss) before income taxes 24,769 21,983  
Total assets 536,652 486,965  
Operating Segments | All Other      
Segment Reporting Information      
Revenue 184,522 169,620  
Income (loss) before income taxes 12,366 11,711  
Total assets 416,282 383,034  
Corporate      
Segment Reporting Information      
Revenue 0 0  
Income (loss) before income taxes (27,159) (23,808)  
Total assets $ 101,513 $ 118,356