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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended
Aug. 31, 2016
Aug. 31, 2015
May 31, 2016
Segment Reporting Information      
Revenue $ 1,294,130 $ 1,198,890  
Income (loss) before income taxes 192,854 169,214  
Total assets 4,167,145 4,116,465 $ 4,098,815
Operating Segments | Uniform Rental and Facility Services      
Segment Reporting Information      
Revenue 999,596 938,408  
Income (loss) before income taxes 185,245 165,381  
Total assets 3,199,904 2,865,675  
Operating Segments | First Aid and Safety Services      
Segment Reporting Information      
Revenue 124,839 99,488  
Income (loss) before income taxes 11,511 8,592  
Total assets 436,920 397,573  
Operating Segments | All Other      
Segment Reporting Information      
Revenue 169,695 160,994  
Income (loss) before income taxes 10,205 11,534  
Total assets 366,554 341,839  
Corporate      
Segment Reporting Information      
Revenue 0 0  
Income (loss) before income taxes (14,107) (16,293)  
Total assets $ 163,767 $ 511,378