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Stock-Based Compensation - Restricted Stock (Details) - USD ($)
$ / shares in Units, $ in Millions
12 Months Ended
May 31, 2019
May 31, 2018
May 31, 2017
Restricted stock      
Number of Shares      
Nonvested at the beginning of the period ( in shares) 684,000    
Granted (in shares) 168,000    
Vested (in shares) (303,000)    
Forfeited (in shares) (17,000)    
Nonvested at the end of the period (in shares) 532,000 684,000  
Weighted Average Fair Value on Grant Date      
Nonvested at the beginning of the period (in dollars per share) $ 27.89    
Granted (in dollars per share) 40.83    
Vested (in dollars per share) 28.08    
Forfeited (in dollars per share) 40.67    
Nonvested at the end of the period (in dollars per share) $ 31.70 $ 27.89  
Unearned compensation not yet recognized $ 7.1    
Average remaining amortization period of unearned compensation 1 year 1 month 6 days    
Restricted stock | Selling, general and administrative expenses      
Restricted Stock      
Compensation expense $ 9.4 $ 10.2 $ 6.4
Performance-based restricted stock | Executives and other key employees      
Number of Shares      
Granted (in shares) 43,680 108,440 212,583
Time-based restricted stock | Board of Directors      
Number of Shares      
Granted (in shares) 29,128 55,000 50,625
Time-based restricted stock | Executives and other key employees      
Number of Shares      
Granted (in shares) 46,470 24,425 39,100