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Segment Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Nov. 30, 2020
Nov. 30, 2019
Nov. 30, 2020
Nov. 30, 2019
May 31, 2020
Segment Reporting Information          
Revenue $ 1,757,048 $ 1,843,749 $ 3,503,622 $ 3,654,888  
Income (loss) before income taxes 328,533 308,570 653,753 587,557  
Total assets 8,454,753 7,887,337 8,454,753 7,887,337 $ 7,669,885
Operating Segments | Uniform Rental and Facility Services          
Segment Reporting Information          
Revenue 1,410,488 1,469,976 2,804,899 2,924,503  
Income (loss) before income taxes 315,609 286,360 630,637 555,371  
Total assets 6,732,076 6,699,166 6,732,076 6,699,166  
Operating Segments | First Aid and Safety Services          
Segment Reporting Information          
Revenue 194,419 169,668 398,899 341,758  
Income (loss) before income taxes 21,506 24,640 40,033 49,409  
Total assets 657,665 537,740 657,665 537,740  
Operating Segments | All Other          
Segment Reporting Information          
Revenue 152,141 204,105 299,824 388,627  
Income (loss) before income taxes 15,757 23,464 31,908 35,830  
Total assets 361,837 423,896 361,837 423,896  
Corporate          
Segment Reporting Information          
Revenue 0 0 0 0  
Income (loss) before income taxes (24,339) (25,894) (48,825) (53,053)  
Total assets $ 703,175 $ 226,535 $ 703,175 $ 226,535