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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Feb. 28, 2019
Feb. 28, 2018
Feb. 28, 2019
Feb. 28, 2018
Jun. 01, 2018
May 31, 2018
Segment Reporting Information            
Revenue $ 1,682,330 $ 1,589,138 $ 5,098,573 $ 4,807,082    
Income (loss) before income taxes 251,555 174,507 813,499 599,959    
Total assets 7,433,673 6,928,593 7,433,673 6,928,593 $ 7,211,341 $ 6,958,214
Operating Segments | Uniform Rental and Facility Services            
Segment Reporting Information            
Revenue 1,358,322 1,284,516 4,124,038 3,904,338    
Income (loss) before income taxes 239,138 173,287 713,563 596,011    
Total assets 6,451,590 5,900,987 6,451,590 5,900,987    
Operating Segments | First Aid and Safety Services            
Segment Reporting Information            
Revenue 149,170 137,327 455,935 416,999    
Income (loss) before income taxes 21,622 16,705 64,933 54,091    
Total assets 508,865 472,982 508,865 472,982    
Operating Segments | All Other            
Segment Reporting Information            
Revenue 174,838 167,295 518,600 485,745    
Income (loss) before income taxes 17,495 10,032 40,627 34,232    
Total assets 392,359 368,368 392,359 368,368    
Corporate            
Segment Reporting Information            
Revenue 0 0 0 0    
Income (loss) before income taxes (26,700) (25,517) (5,624) (84,375)    
Total assets $ 80,859 $ 186,256 $ 80,859 $ 186,256