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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Nov. 30, 2018
Nov. 30, 2017
Nov. 30, 2018
Nov. 30, 2017
Jun. 01, 2018
May 31, 2018
Segment Reporting Information            
Revenue $ 1,718,268 $ 1,606,441 $ 3,416,243 $ 3,217,944    
Income (loss) before income taxes 320,524 206,373 561,944 425,452    
Total assets 7,405,083 6,978,801 7,405,083 6,978,801 $ 7,211,341 $ 6,958,214
Operating Segments | Uniform Rental and Facility Services            
Segment Reporting Information            
Revenue 1,390,778 1,308,038 2,765,716 2,619,822    
Income (loss) before income taxes 242,891 203,814 474,425 422,724    
Total assets 6,438,400 5,899,010 6,438,400 5,899,010    
Operating Segments | First Aid and Safety Services            
Segment Reporting Information            
Revenue 153,348 139,090 306,765 279,672    
Income (loss) before income taxes 21,328 17,975 43,311 37,386    
Total assets 495,054 467,902 495,054 467,902    
Operating Segments | All Other            
Segment Reporting Information            
Revenue 174,142 159,313 343,762 318,450    
Income (loss) before income taxes 11,421 13,422 23,132 24,200    
Total assets 383,150 353,155 383,150 353,155    
Corporate            
Segment Reporting Information            
Revenue 0 0 0 0    
Income (loss) before income taxes 44,884 (28,838) 21,076 (58,858)    
Total assets $ 88,479 $ 258,734 $ 88,479 $ 258,734