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Stock-Based Compensation - Restricted Stock (Details) - USD ($)
$ / shares in Units, $ in Millions
12 Months Ended
May 31, 2018
May 31, 2017
May 31, 2016
Restricted stock      
Number of Shares      
Nonvested at the beginning of the period ( in shares) 595,000    
Granted (in shares) 188,000    
Vested (in shares) (91,000)    
Forfeited (in shares) (8,000)    
Nonvested at the end of the period (in shares) 684,000 595,000  
Weighted Average Fair Value on Grant Date      
Nonvested at the beginning of the period (in dollars per share) $ 25.93    
Granted (in dollars per share) 35.35    
Vested (in dollars per share) 25.08    
Forfeited (in dollars per share) 26.43    
Nonvested at the end of the period (in dollars per share) $ 27.89 $ 25.93  
Unearned compensation not yet recognized $ 4.1    
Average remaining amortization period of unearned compensation 2 years 6 months    
Restricted stock | Selling, general and administrative expenses      
Restricted Stock      
Compensation expense $ 10.2 $ 6.4 $ 3.2
Performance-based restricted stock | Executives and other key employees      
Number of Shares      
Granted (in shares) 108,440 212,583 119,929
Time-based restricted stock | Board of Directors      
Number of Shares      
Granted (in shares) 55,000 50,625 47,083
Time-based restricted stock | Executives and other key employees      
Number of Shares      
Granted (in shares) 24,425 39,100 42,557