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Stock-Based Compensation - Schedule of Vested and Unvested Restricted Stock (Details) - $ / shares
12 Months Ended
May 31, 2020
May 31, 2019
May 31, 2018
Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Nonvested Roll Forward      
Restricted Stock, Unvested at June 1, 2019 324,478    
Restricted Stock, Granted 207,012 149,579 155,624
Restricted Stock, Vested (154,449)    
Restricted Stock, Forfeited (5,351)    
Restricted Stock, Unvested at May 31, 2020 371,690 324,478  
Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Nonvested Weighted Average Grant Date Fair Value Roll Forward      
Weighted-Average Grant Date Fair Value, Unvested at June 1, 2019 $ 217.76    
Weighted-Average Grant Date Fair Value, Granted 158.58 $ 253.28 $ 212.60
Weighted-Average Grant Date Fair Value, Vested 200.84    
Weighted-Average Grant Date Fair Value, Forfeited 197.07    
Weighted-Average Grant Date Fair Value, Unvested at May 31, 2020 $ 192.19 $ 217.76