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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended
Aug. 31, 2017
Aug. 31, 2016
May 31, 2017
Segment Reporting Information      
Revenue $ 1,611,503 $ 1,266,650  
Income (loss) before income taxes 219,079 189,830  
Total assets 6,851,606 4,167,145 $ 6,844,057
Operating Segments | Uniform Rental and Facility Services      
Segment Reporting Information      
Revenue 1,311,784 994,282  
Income (loss) before income taxes 218,910 184,788  
Total assets 5,844,718 3,191,835  
Operating Segments | First Aid and Safety Services      
Segment Reporting Information      
Revenue 140,582 124,839  
Income (loss) before income taxes 19,411 11,511  
Total assets 456,391 436,920  
Operating Segments | All Other      
Segment Reporting Information      
Revenue 159,137 147,529  
Income (loss) before income taxes 10,778 7,638  
Total assets 337,457 328,687  
Corporate      
Segment Reporting Information      
Revenue 0 0  
Income (loss) before income taxes (30,020) (14,107)  
Total assets $ 213,040 $ 209,703