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Revenue Recognition - Narrative (Details) - USD ($)
$ in Millions
3 Months Ended 6 Months Ended
Nov. 30, 2020
Nov. 30, 2019
Nov. 30, 2020
Nov. 30, 2019
May 31, 2020
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]          
Deferred commissions, current $ 78.7   $ 78.7   $ 76.2
Deferred commissions, noncurrent 232.0   232.0   $ 227.1
Amortization of deferred commissions $ 20.7 $ 19.2 $ 41.1 $ 38.0  
Revenue          
Revenue, Initial Application Period Cumulative Effect Transition [Line Items]          
Percentage of revenue 100.00% 100.00% 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%