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Revenue Recognition - Narrative (Details) - USD ($)
$ in Millions
3 Months Ended
Aug. 31, 2019
Aug. 31, 2018
May 31, 2019
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]      
Deferred commissions, current $ 71.3   $ 69.6
Deferred commissions, noncurrent 212.0   $ 206.0
Amortization of deferred commissions $ 18.8 $ 17.1  
Revenue      
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]      
Percentage of revenue 100.00% 100.00%  
Uniform Rental and Facility Services, First Aid and Safety Services and Fire Protection Services | Revenue      
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]      
Percentage of revenue 95.00%    
Uniform Direct Sales | Revenue      
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]      
Percentage of revenue 5.00%