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Segment Information - Information Related to Operating Segments (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Feb. 28, 2018
Feb. 28, 2017
Feb. 28, 2018
Feb. 28, 2017
May 31, 2017
Segment Reporting Information          
Revenue $ 1,589,138 $ 1,255,367 $ 4,807,082 $ 3,793,094  
Income (loss) before income taxes 174,507 178,306 599,959 555,356  
Total assets 6,928,593 4,271,164 6,928,593 4,271,164 $ 6,844,057
Operating Segments | Uniform Rental and Facility Services          
Segment Reporting Information          
Revenue 1,284,516 988,178 3,904,338 2,982,475  
Income (loss) before income taxes 173,287 171,933 596,011 533,668  
Total assets 5,900,987 3,283,382 5,900,987 3,283,382  
Operating Segments | First Aid and Safety Services          
Segment Reporting Information          
Revenue 137,327 124,239 416,999 373,875  
Income (loss) before income taxes 16,705 12,235 54,091 38,525  
Total assets 472,982 452,397 472,982 452,397  
Operating Segments | All Other          
Segment Reporting Information          
Revenue 167,295 142,950 485,745 436,744  
Income (loss) before income taxes 10,032 7,823 34,232 24,191  
Total assets 368,368 348,703 368,368 348,703  
Corporate          
Segment Reporting Information          
Revenue 0 0 0 0  
Income (loss) before income taxes (25,517) (13,685) (84,375) (41,028)  
Total assets $ 186,256 $ 186,682 $ 186,256 $ 186,682