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Significant Accounting Policies - Impact of Adoption of ASU 2014-09 (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
May 31, 2019
Feb. 28, 2019
Nov. 30, 2018
Aug. 31, 2018
May 31, 2018
Feb. 28, 2018
Nov. 30, 2017
Aug. 31, 2017
May 31, 2019
May 31, 2018
May 31, 2017
Jun. 01, 2018
May 31, 2016
Assets                          
Accounts receivable, net $ 910,120       $ 804,583       $ 910,120 $ 804,583   $ 818,009  
Inventories, net 334,589       280,347       334,589 280,347   269,082  
Income taxes, current 7,475       19,634       7,475 19,634      
Prepaid expenses and other current assets 103,318       32,383       103,318 32,383   95,846  
Total current assets 2,236,280       1,977,932       2,236,280 1,977,932   2,043,556  
Other assets, net 240,315       29,315       240,315 29,315   216,818  
Total assets 7,436,662       6,958,214       7,436,662 6,958,214 $ 6,844,057 7,211,341  
Liabilities and Shareholders' Equity                          
Deferred income taxes 438,179       352,581       438,179 352,581   416,516  
Total long-term liabilities 3,306,208       3,165,831       3,306,208 3,165,831   3,229,766  
Retained earnings 6,691,236       5,837,827       6,691,236 5,837,827   6,027,019  
Total shareholders' equity 3,002,721       3,016,526       3,002,721 3,016,526 2,302,793 3,205,718 $ 1,842,659
Total liabilities and shareholders' equity 7,436,662       6,958,214       7,436,662 6,958,214   7,211,341  
Revenue:                          
Revenue                 6,892,303 6,476,632 5,323,381    
Costs and expenses:                          
Selling and administrative expenses                 1,980,644 1,916,792 1,527,380    
Operating income                 1,133,534 949,834 773,691    
Income before income taxes                 1,102,399 841,001 687,404    
Income taxes                 219,764 57,069 230,118    
Income from continuing operations 226,171 $ 200,923 $ 242,994 $ 212,547 $ 189,298 $ 295,789 $ 137,737 $ 161,108 882,635 783,932 457,286    
Net income                 $ 884,981 $ 842,586 $ 480,708    
Diluted earnings per share (dollars per share)                 $ 7.99 $ 7.56 $ 4.38    
Calculated under Revenue Guidance in Effect before Topic 606                          
Assets                          
Accounts receivable, net 894,301               $ 894,301        
Inventories, net 346,267               346,267        
Income taxes, current 7,904               7,904        
Prepaid expenses and other current assets 33,759               33,759        
Total current assets 2,163,009               2,163,009        
Other assets, net 38,518               38,518        
Total assets 7,161,594               7,161,594        
Liabilities and Shareholders' Equity                          
Deferred income taxes 369,215               369,215        
Total long-term liabilities 3,237,244               3,237,244        
Retained earnings 6,485,132               6,485,132        
Total shareholders' equity 2,796,617               2,796,617        
Total liabilities and shareholders' equity 7,161,594               7,161,594        
Revenue:                          
Revenue                 6,895,010        
Costs and expenses:                          
Selling and administrative expenses                 2,006,134        
Operating income                 1,111,164        
Income before income taxes                 1,080,029        
Income taxes                 214,306        
Income from continuing operations                 865,723        
Net income                 $ 868,069        
Diluted earnings per share (dollars per share)                 $ 7.84        
Uniform rental and facility services                          
Revenue:                          
Revenue                 $ 5,552,430 $ 5,247,124 $ 4,202,490    
Costs and expenses:                          
Cost of revenue                 3,027,599 2,886,959 2,307,774    
Uniform rental and facility services | Calculated under Revenue Guidance in Effect before Topic 606                          
Revenue:                          
Revenue                 5,557,056        
Other                          
Revenue:                          
Revenue                 1,339,873 1,229,508 1,120,891    
Costs and expenses:                          
Cost of revenue                 736,116 $ 681,150 $ 635,312    
Other | Calculated under Revenue Guidance in Effect before Topic 606                          
Revenue:                          
Revenue                 1,337,954        
Costs and expenses:                          
Cost of revenue                 735,703        
Accounting Standards Update 2014-09 | Difference between Revenue Guidance in Effect before and after Topic 606                          
Assets                          
Accounts receivable, net 15,819               15,819        
Inventories, net (11,678)               (11,678)        
Income taxes, current (429)               (429)        
Prepaid expenses and other current assets 69,559               69,559        
Total current assets 73,271               73,271        
Other assets, net 201,797               201,797        
Total assets 275,068               275,068        
Liabilities and Shareholders' Equity                          
Deferred income taxes 68,964               68,964        
Total long-term liabilities 68,964               68,964        
Retained earnings 206,104               206,104        
Total shareholders' equity 206,104               206,104        
Total liabilities and shareholders' equity $ 275,068               275,068        
Revenue:                          
Revenue                 (2,707)        
Costs and expenses:                          
Selling and administrative expenses                 (25,490)        
Operating income                 22,370        
Income before income taxes                 22,370        
Income taxes                 5,458        
Income from continuing operations                 16,912        
Net income                 $ 16,912        
Diluted earnings per share (dollars per share)                 $ 0.15        
Accounting Standards Update 2014-09 | Uniform rental and facility services | Difference between Revenue Guidance in Effect before and after Topic 606                          
Revenue:                          
Revenue                 $ (4,626)        
Accounting Standards Update 2014-09 | Other | Difference between Revenue Guidance in Effect before and after Topic 606                          
Revenue:                          
Revenue                 1,919        
Costs and expenses:                          
Cost of revenue                 $ 413        
Accounting Standards Update 2014-09 | Capitalization of Contract Costs                          
Assets                          
Accounts receivable, net                       0  
Inventories, net                       0  
Prepaid expenses and other current assets                       63,463  
Total current assets                       63,463  
Other assets, net                       187,503  
Total assets                       250,966  
Liabilities and Shareholders' Equity                          
Deferred income taxes                       63,389  
Total long-term liabilities                       63,389  
Retained earnings                       187,577  
Total shareholders' equity                       187,577  
Total liabilities and shareholders' equity                       250,966  
Accounting Standards Update 2014-09 | Assets With No Alternative Use                          
Assets                          
Accounts receivable, net                       13,426  
Inventories, net                       (11,265)  
Prepaid expenses and other current assets                       0  
Total current assets                       2,161  
Other assets, net                       0  
Total assets                       2,161  
Liabilities and Shareholders' Equity                          
Deferred income taxes                       546  
Total long-term liabilities                       546  
Retained earnings                       1,615  
Total shareholders' equity                       1,615  
Total liabilities and shareholders' equity                       $ 2,161